[2025/07/20 14:00:20] openrec INFO: ----------- Config ----------- [2025/07/20 14:00:20] openrec INFO: Architecture : [2025/07/20 14:00:20] openrec INFO: Decoder : [2025/07/20 14:00:20] openrec INFO: autoregressive_decoding : False [2025/07/20 14:00:20] openrec INFO: cloze_mask_decoding : False [2025/07/20 14:00:20] openrec INFO: low_confidence_decoding : False [2025/07/20 14:00:20] openrec INFO: max_len : 25 [2025/07/20 14:00:20] openrec INFO: name : MDiffDecoder [2025/07/20 14:00:20] openrec INFO: nhead : 6 [2025/07/20 14:00:20] openrec INFO: num_decoder_layers : 3 [2025/07/20 14:00:20] openrec INFO: parallel_decoding : False [2025/07/20 14:00:20] openrec INFO: random_mask_decoding : False [2025/07/20 14:00:20] openrec INFO: sample_k : 3 [2025/07/20 14:00:20] openrec INFO: sampler_step : 3 [2025/07/20 14:00:20] openrec INFO: semi_autoregressive_decoding : True [2025/07/20 14:00:20] openrec INFO: Encoder : [2025/07/20 14:00:20] openrec INFO: depths : [3, 6, 3] [2025/07/20 14:00:20] openrec INFO: dims : [128, 256, 384] [2025/07/20 14:00:20] openrec INFO: feat2d : False [2025/07/20 14:00:20] openrec INFO: last_stage : False [2025/07/20 14:00:20] openrec INFO: local_k : [[5, 5], [5, 5], [-1, -1]] [2025/07/20 14:00:20] openrec INFO: mixer : [['Conv', 'Conv', 'Conv'], ['Conv', 'Conv', 'FGlobal', 'Global', 'Global', 'Global'], ['Global', 'Global', 'Global']] [2025/07/20 14:00:20] openrec INFO: name : SVTRv2LNConvTwo33 [2025/07/20 14:00:20] openrec INFO: num_heads : [4, 8, 12] [2025/07/20 14:00:20] openrec INFO: sub_k : [[1, 1], [2, 1], [-1, -1]] [2025/07/20 14:00:20] openrec INFO: use_pos_embed : False [2025/07/20 14:00:20] openrec INFO: Transform : None [2025/07/20 14:00:20] openrec INFO: algorithm : NRTR [2025/07/20 14:00:20] openrec INFO: in_channels : 3 [2025/07/20 14:00:20] openrec INFO: model_type : rec [2025/07/20 14:00:20] openrec INFO: Eval : [2025/07/20 14:00:20] openrec INFO: dataset : [2025/07/20 14:00:20] openrec INFO: data_dir_list : ['../evaluation/CUTE80', '../evaluation/IC13_857', '../evaluation/IC15_1811', '../evaluation/IIIT5k_3000', '../evaluation/SVT', '../evaluation/SVTP'] [2025/07/20 14:00:20] openrec INFO: ds_width : True [2025/07/20 14:00:20] openrec INFO: name : RatioDataSetTVResize [2025/07/20 14:00:20] openrec INFO: padding : False [2025/07/20 14:00:20] openrec INFO: transforms : [2025/07/20 14:00:20] openrec INFO: DecodeImagePIL : [2025/07/20 14:00:20] openrec INFO: img_mode : RGB [2025/07/20 14:00:20] openrec INFO: ARLabelEncode : [2025/07/20 14:00:20] openrec INFO: character_dict_path : ./tools/utils/EN_symbol_dict.txt [2025/07/20 14:00:20] openrec INFO: max_text_length : 25 [2025/07/20 14:00:20] openrec INFO: use_space_char : False [2025/07/20 14:00:20] openrec INFO: KeepKeys : [2025/07/20 14:00:20] openrec INFO: keep_keys : ['image', 'label', 'length'] [2025/07/20 14:00:20] openrec INFO: loader : [2025/07/20 14:00:20] openrec INFO: batch_size_per_card : 256 [2025/07/20 14:00:20] openrec INFO: drop_last : False [2025/07/20 14:00:20] openrec INFO: max_ratio : 4 [2025/07/20 14:00:20] openrec INFO: num_workers : 4 [2025/07/20 14:00:20] openrec INFO: shuffle : False [2025/07/20 14:00:20] openrec INFO: sampler : [2025/07/20 14:00:20] openrec INFO: divided_factor : [4, 16] [2025/07/20 14:00:20] openrec INFO: first_bs : 256 [2025/07/20 14:00:20] openrec INFO: fix_bs : False [2025/07/20 14:00:20] openrec INFO: is_training : False [2025/07/20 14:00:20] openrec INFO: name : RatioSampler [2025/07/20 14:00:20] openrec INFO: scales : [[128, 32]] [2025/07/20 14:00:20] openrec INFO: Global : [2025/07/20 14:00:20] openrec INFO: cal_metric_during_train : False [2025/07/20 14:00:20] openrec INFO: character_dict_path : ./tools/utils/EN_symbol_dict.txt [2025/07/20 14:00:20] openrec INFO: checkpoints : None [2025/07/20 14:00:20] openrec INFO: device : gpu [2025/07/20 14:00:20] openrec INFO: distributed : True [2025/07/20 14:00:20] openrec INFO: epoch_num : 40 [2025/07/20 14:00:20] openrec INFO: eval_batch_step : [0, 500] [2025/07/20 14:00:20] openrec INFO: eval_epoch_step : [0, 1] [2025/07/20 14:00:20] openrec INFO: grad_clip_val : 20.0 [2025/07/20 14:00:20] openrec INFO: infer_img : ./img_44_1.jpg [2025/07/20 14:00:20] openrec INFO: log_smooth_window : 20 [2025/07/20 14:00:20] openrec INFO: max_text_length : 25 [2025/07/20 14:00:20] openrec INFO: output_dir : ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/ [2025/07/20 14:00:20] openrec INFO: pretrained_model : None [2025/07/20 14:00:20] openrec INFO: print_batch_step : 10 [2025/07/20 14:00:20] openrec INFO: save_epoch_step : [10, 1] [2025/07/20 14:00:20] openrec INFO: save_res_path : ./output/rec/u14m_filter/predicts_svtrv2_nrtr.txt [2025/07/20 14:00:20] openrec INFO: use_amp : True [2025/07/20 14:00:20] openrec INFO: use_space_char : False [2025/07/20 14:00:20] openrec INFO: use_tensorboard : False [2025/07/20 14:00:20] openrec INFO: LRScheduler : [2025/07/20 14:00:20] openrec INFO: cycle_momentum : False [2025/07/20 14:00:20] openrec INFO: name : OneCycleLR [2025/07/20 14:00:20] openrec INFO: warmup_epoch : 1.5 [2025/07/20 14:00:20] openrec INFO: Loss : [2025/07/20 14:00:20] openrec INFO: name : NoneLoss [2025/07/20 14:00:20] openrec INFO: Metric : [2025/07/20 14:00:20] openrec INFO: is_filter : True [2025/07/20 14:00:20] openrec INFO: main_indicator : acc [2025/07/20 14:00:20] openrec INFO: name : RecMetric [2025/07/20 14:00:20] openrec INFO: Optimizer : [2025/07/20 14:00:20] openrec INFO: filter_bias_and_bn : True [2025/07/20 14:00:20] openrec INFO: lr : 0.0005 [2025/07/20 14:00:20] openrec INFO: name : AdamW [2025/07/20 14:00:20] openrec INFO: weight_decay : 0.05 [2025/07/20 14:00:20] openrec INFO: PostProcess : [2025/07/20 14:00:20] openrec INFO: character_dict_path : ./tools/utils/EN_symbol_dict.txt [2025/07/20 14:00:20] openrec INFO: name : ARLabelDecode [2025/07/20 14:00:20] openrec INFO: use_space_char : False [2025/07/20 14:00:20] openrec INFO: Train : [2025/07/20 14:00:20] openrec INFO: dataset : [2025/07/20 14:00:20] openrec INFO: data_dir_list : ['../Union14M-L-LMDB-Filtered/filter_train_challenging', '../Union14M-L-LMDB-Filtered/filter_train_hard', '../Union14M-L-LMDB-Filtered/filter_train_medium', '../Union14M-L-LMDB-Filtered/filter_train_normal', '../Union14M-L-LMDB-Filtered/filter_train_easy'] [2025/07/20 14:00:20] openrec INFO: ds_width : True [2025/07/20 14:00:20] openrec INFO: name : RatioDataSetTVResize [2025/07/20 14:00:20] openrec INFO: padding : False [2025/07/20 14:00:20] openrec INFO: transforms : [2025/07/20 14:00:20] openrec INFO: DecodeImagePIL : [2025/07/20 14:00:20] openrec INFO: img_mode : RGB [2025/07/20 14:00:20] openrec INFO: PARSeqAugPIL : None [2025/07/20 14:00:20] openrec INFO: LLaDALabelEncode : [2025/07/20 14:00:20] openrec INFO: character_dict_path : ./tools/utils/EN_symbol_dict.txt [2025/07/20 14:00:20] openrec INFO: max_text_length : 25 [2025/07/20 14:00:20] openrec INFO: sample_num : 3 [2025/07/20 14:00:20] openrec INFO: train_all_layer : True [2025/07/20 14:00:20] openrec INFO: use_space_char : False [2025/07/20 14:00:20] openrec INFO: KeepKeys : [2025/07/20 14:00:20] openrec INFO: keep_keys : ['image', 'label', 'reflect_ids', 'noisy_batch', 'masked_indices', 'p_mask', 'length'] [2025/07/20 14:00:20] openrec INFO: loader : [2025/07/20 14:00:20] openrec INFO: batch_size_per_card : 256 [2025/07/20 14:00:20] openrec INFO: drop_last : True [2025/07/20 14:00:20] openrec INFO: max_ratio : 4 [2025/07/20 14:00:20] openrec INFO: num_workers : 4 [2025/07/20 14:00:20] openrec INFO: shuffle : True [2025/07/20 14:00:20] openrec INFO: sampler : [2025/07/20 14:00:20] openrec INFO: divided_factor : [4, 16] [2025/07/20 14:00:20] openrec INFO: first_bs : 256 [2025/07/20 14:00:20] openrec INFO: fix_bs : False [2025/07/20 14:00:20] openrec INFO: is_training : True [2025/07/20 14:00:20] openrec INFO: name : RatioSampler [2025/07/20 14:00:20] openrec INFO: scales : [[128, 32]] [2025/07/20 14:00:20] openrec INFO: config : configs/rec/llada/svtrv2_llada_fs_reflect_onedecoder_fs_sample3_3633.yml [2025/07/20 14:00:20] openrec INFO: eval : True [2025/07/20 14:00:20] openrec INFO: filename : svtrv2_llada_fs_reflect_onedecoder_fs_sample3_3633 [2025/07/20 14:00:20] openrec INFO: local_rank : 0 [2025/07/20 14:00:20] openrec INFO: --------------------------------------------- [2025/07/20 14:00:20] openrec INFO: Initialize indexs of datasets:../Union14M-L-LMDB-Filtered/filter_train_challenging [2025/07/20 14:00:20] openrec INFO: Initialize indexs of datasets:../Union14M-L-LMDB-Filtered/filter_train_hard [2025/07/20 14:00:20] openrec INFO: Initialize indexs of datasets:../Union14M-L-LMDB-Filtered/filter_train_medium [2025/07/20 14:00:20] openrec INFO: Initialize indexs of datasets:../Union14M-L-LMDB-Filtered/filter_train_normal [2025/07/20 14:00:20] openrec INFO: Initialize indexs of datasets:../Union14M-L-LMDB-Filtered/filter_train_easy [2025/07/20 14:00:31] openrec INFO: 0 [2025/07/20 14:00:31] openrec INFO: 1058845 [2025/07/20 14:00:31] openrec INFO: 959451 [2025/07/20 14:00:31] openrec INFO: 569226 [2025/07/20 14:00:31] openrec INFO: 636621 [2025/07/20 14:00:33] openrec INFO: train dataloader has 3150 iters [2025/07/20 14:00:33] openrec INFO: Initialize indexs of datasets:../evaluation/CUTE80 [2025/07/20 14:00:33] openrec INFO: Initialize indexs of datasets:../evaluation/IC13_857 [2025/07/20 14:00:33] openrec INFO: Initialize indexs of datasets:../evaluation/IC15_1811 [2025/07/20 14:00:33] openrec INFO: Initialize indexs of datasets:../evaluation/IIIT5k_3000 [2025/07/20 14:00:33] openrec INFO: Initialize indexs of datasets:../evaluation/SVT [2025/07/20 14:00:33] openrec INFO: Initialize indexs of datasets:../evaluation/SVTP [2025/07/20 14:00:33] openrec INFO: 0 [2025/07/20 14:00:33] openrec INFO: 1309 [2025/07/20 14:00:33] openrec INFO: 2687 [2025/07/20 14:00:33] openrec INFO: 1745 [2025/07/20 14:00:33] openrec INFO: 1507 [2025/07/20 14:00:33] openrec INFO: valid dataloader has 30 iters [2025/07/20 14:00:33] openrec INFO: {'Total': 18891072, 'Trainable': 18891072} [2025/07/20 14:00:33] openrec INFO: train from scratch [2025/07/20 14:00:34] openrec INFO: run with torch 2.2.0 and device cuda:0 [2025/07/20 14:00:34] openrec INFO: During the training process, after the 0th epoch, an evaluation is run every 1 epoch [2025/07/20 14:00:34] openrec INFO: During the training process, after the 0th iteration, an evaluation is run every 500 iterations [2025/07/20 14:00:42] openrec INFO: epoch: [1/40], global_step: 10, lr: 0.000020, loss: 7.820299, avg_reader_cost: 0.23275 s, avg_batch_cost: 0.86380 s, avg_samples: 256.0, ips: 296.36511 samples/s, eta: 1 day, 6:13:50 [2025/07/20 14:00:46] openrec INFO: epoch: [1/40], global_step: 20, lr: 0.000020, loss: 7.285713, avg_reader_cost: 0.00849 s, avg_batch_cost: 0.39967 s, avg_samples: 256.0, ips: 640.52445 samples/s, eta: 22:06:26 [2025/07/20 14:00:49] openrec INFO: epoch: [1/40], global_step: 30, lr: 0.000020, loss: 6.824186, avg_reader_cost: 0.00801 s, avg_batch_cost: 0.28180 s, avg_samples: 256.0, ips: 908.45652 samples/s, eta: 18:01:25 [2025/07/20 14:00:52] openrec INFO: epoch: [1/40], global_step: 40, lr: 0.000020, loss: 6.291920, avg_reader_cost: 0.00884 s, avg_batch_cost: 0.28523 s, avg_samples: 256.0, ips: 897.53550 samples/s, eta: 16:00:42 [2025/07/20 14:00:55] openrec INFO: epoch: [1/40], global_step: 50, lr: 0.000020, loss: 6.092617, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.28619 s, avg_samples: 256.0, ips: 894.50279 samples/s, eta: 14:48:39 [2025/07/20 14:00:58] openrec INFO: epoch: [1/40], global_step: 60, lr: 0.000020, loss: 6.268052, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.28413 s, avg_samples: 256.0, ips: 900.98922 samples/s, eta: 13:59:53 [2025/07/20 14:01:01] openrec INFO: epoch: [1/40], global_step: 70, lr: 0.000020, loss: 6.306063, avg_reader_cost: 0.00785 s, avg_batch_cost: 0.29342 s, avg_samples: 256.0, ips: 872.46651 samples/s, eta: 13:27:49 [2025/07/20 14:01:04] openrec INFO: epoch: [1/40], global_step: 80, lr: 0.000020, loss: 6.124559, avg_reader_cost: 0.00738 s, avg_batch_cost: 0.29314 s, avg_samples: 256.0, ips: 873.31421 samples/s, eta: 13:03:41 [2025/07/20 14:01:07] openrec INFO: epoch: [1/40], global_step: 90, lr: 0.000020, loss: 6.001674, avg_reader_cost: 0.00813 s, avg_batch_cost: 0.28844 s, avg_samples: 256.0, ips: 887.54001 samples/s, eta: 12:43:48 [2025/07/20 14:01:09] openrec INFO: epoch: [1/40], global_step: 100, lr: 0.000020, loss: 5.718668, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.29384 s, avg_samples: 256.0, ips: 871.21083 samples/s, eta: 12:29:01 [2025/07/20 14:01:12] openrec INFO: epoch: [1/40], global_step: 110, lr: 0.000021, loss: 5.622016, avg_reader_cost: 0.00806 s, avg_batch_cost: 0.29163 s, avg_samples: 256.0, ips: 877.83381 samples/s, eta: 12:16:30 [2025/07/20 14:01:15] openrec INFO: epoch: [1/40], global_step: 120, lr: 0.000021, loss: 5.604612, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.29252 s, avg_samples: 256.0, ips: 875.14036 samples/s, eta: 12:06:13 [2025/07/20 14:01:18] openrec INFO: epoch: [1/40], global_step: 130, lr: 0.000021, loss: 5.409992, avg_reader_cost: 0.00866 s, avg_batch_cost: 0.29557 s, avg_samples: 256.0, ips: 866.12409 samples/s, eta: 11:58:00 [2025/07/20 14:01:21] openrec INFO: epoch: [1/40], global_step: 140, lr: 0.000021, loss: 5.290300, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.28559 s, avg_samples: 256.0, ips: 896.40294 samples/s, eta: 11:49:27 [2025/07/20 14:01:24] openrec INFO: epoch: [1/40], global_step: 150, lr: 0.000021, loss: 5.119123, avg_reader_cost: 0.00800 s, avg_batch_cost: 0.28935 s, avg_samples: 256.0, ips: 884.74995 samples/s, eta: 11:42:33 [2025/07/20 14:01:27] openrec INFO: epoch: [1/40], global_step: 160, lr: 0.000021, loss: 5.103994, avg_reader_cost: 0.00823 s, avg_batch_cost: 0.29902 s, avg_samples: 256.0, ips: 856.12974 samples/s, eta: 11:37:48 [2025/07/20 14:01:30] openrec INFO: epoch: [1/40], global_step: 170, lr: 0.000021, loss: 5.079793, avg_reader_cost: 0.01030 s, avg_batch_cost: 0.29341 s, avg_samples: 256.0, ips: 872.49040 samples/s, eta: 11:32:53 [2025/07/20 14:01:33] openrec INFO: epoch: [1/40], global_step: 180, lr: 0.000022, loss: 4.985446, avg_reader_cost: 0.00776 s, avg_batch_cost: 0.29339 s, avg_samples: 256.0, ips: 872.56548 samples/s, eta: 11:28:31 [2025/07/20 14:01:36] openrec INFO: epoch: [1/40], global_step: 190, lr: 0.000022, loss: 5.005119, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.29246 s, avg_samples: 256.0, ips: 875.33670 samples/s, eta: 11:24:30 [2025/07/20 14:01:39] openrec INFO: epoch: [1/40], global_step: 200, lr: 0.000022, loss: 4.943401, avg_reader_cost: 0.00857 s, avg_batch_cost: 0.29260 s, avg_samples: 256.0, ips: 874.90312 samples/s, eta: 11:20:54 [2025/07/20 14:01:42] openrec INFO: epoch: [1/40], global_step: 210, lr: 0.000022, loss: 4.822299, avg_reader_cost: 0.00846 s, avg_batch_cost: 0.28667 s, avg_samples: 256.0, ips: 893.02626 samples/s, eta: 11:17:03 [2025/07/20 14:01:45] openrec INFO: epoch: [1/40], global_step: 220, lr: 0.000022, loss: 4.844625, avg_reader_cost: 0.00805 s, avg_batch_cost: 0.29764 s, avg_samples: 256.0, ips: 860.09211 samples/s, eta: 11:14:35 [2025/07/20 14:01:48] openrec INFO: epoch: [1/40], global_step: 230, lr: 0.000023, loss: 4.803601, avg_reader_cost: 0.00804 s, avg_batch_cost: 0.29308 s, avg_samples: 256.0, ips: 873.48293 samples/s, eta: 11:11:55 [2025/07/20 14:01:51] openrec INFO: epoch: [1/40], global_step: 240, lr: 0.000023, loss: 4.750359, avg_reader_cost: 0.00872 s, avg_batch_cost: 0.29899 s, avg_samples: 256.0, ips: 856.21863 samples/s, eta: 11:09:59 [2025/07/20 14:01:54] openrec INFO: epoch: [1/40], global_step: 250, lr: 0.000023, loss: 4.755578, avg_reader_cost: 0.02152 s, avg_batch_cost: 0.30575 s, avg_samples: 256.0, ips: 837.29754 samples/s, eta: 11:08:45 [2025/07/20 14:01:57] openrec INFO: epoch: [1/40], global_step: 260, lr: 0.000023, loss: 4.737399, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.29581 s, avg_samples: 256.0, ips: 865.41923 samples/s, eta: 11:06:50 [2025/07/20 14:02:00] openrec INFO: epoch: [1/40], global_step: 270, lr: 0.000024, loss: 4.729509, avg_reader_cost: 0.00843 s, avg_batch_cost: 0.29100 s, avg_samples: 256.0, ips: 879.71973 samples/s, eta: 11:04:40 [2025/07/20 14:02:03] openrec INFO: epoch: [1/40], global_step: 280, lr: 0.000024, loss: 4.891664, avg_reader_cost: 0.00842 s, avg_batch_cost: 0.29911 s, avg_samples: 256.0, ips: 855.86121 samples/s, eta: 11:03:15 [2025/07/20 14:02:05] openrec INFO: epoch: [1/40], global_step: 290, lr: 0.000024, loss: 4.671403, avg_reader_cost: 0.00897 s, avg_batch_cost: 0.29467 s, avg_samples: 256.0, ips: 868.76252 samples/s, eta: 11:01:37 [2025/07/20 14:02:08] openrec INFO: epoch: [1/40], global_step: 300, lr: 0.000024, loss: 4.612038, avg_reader_cost: 0.01136 s, avg_batch_cost: 0.29703 s, avg_samples: 256.0, ips: 861.86250 samples/s, eta: 11:00:16 [2025/07/20 14:02:11] openrec INFO: epoch: [1/40], global_step: 310, lr: 0.000025, loss: 4.513130, avg_reader_cost: 0.00711 s, avg_batch_cost: 0.28404 s, avg_samples: 256.0, ips: 901.28220 samples/s, eta: 10:58:06 [2025/07/20 14:02:14] openrec INFO: epoch: [1/40], global_step: 320, lr: 0.000025, loss: 4.246167, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.29282 s, avg_samples: 256.0, ips: 874.26277 samples/s, eta: 10:56:39 [2025/07/20 14:02:17] openrec INFO: epoch: [1/40], global_step: 330, lr: 0.000025, loss: 4.520693, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.29461 s, avg_samples: 256.0, ips: 868.93174 samples/s, eta: 10:55:24 [2025/07/20 14:02:20] openrec INFO: epoch: [1/40], global_step: 340, lr: 0.000026, loss: 4.706733, avg_reader_cost: 0.00889 s, avg_batch_cost: 0.29761 s, avg_samples: 256.0, ips: 860.19071 samples/s, eta: 10:54:25 [2025/07/20 14:02:23] openrec INFO: epoch: [1/40], global_step: 350, lr: 0.000026, loss: 4.500959, avg_reader_cost: 0.00774 s, avg_batch_cost: 0.28716 s, avg_samples: 256.0, ips: 891.50345 samples/s, eta: 10:52:51 [2025/07/20 14:02:26] openrec INFO: epoch: [1/40], global_step: 360, lr: 0.000026, loss: 4.497736, avg_reader_cost: 0.01096 s, avg_batch_cost: 0.29763 s, avg_samples: 256.0, ips: 860.11408 samples/s, eta: 10:51:58 [2025/07/20 14:02:29] openrec INFO: epoch: [1/40], global_step: 370, lr: 0.000027, loss: 4.490693, avg_reader_cost: 0.00776 s, avg_batch_cost: 0.29084 s, avg_samples: 256.0, ips: 880.22058 samples/s, eta: 10:50:45 [2025/07/20 14:02:32] openrec INFO: epoch: [1/40], global_step: 380, lr: 0.000027, loss: 4.507031, avg_reader_cost: 0.00843 s, avg_batch_cost: 0.29881 s, avg_samples: 256.0, ips: 856.73640 samples/s, eta: 10:50:03 [2025/07/20 14:02:35] openrec INFO: epoch: [1/40], global_step: 390, lr: 0.000028, loss: 4.399312, avg_reader_cost: 0.00776 s, avg_batch_cost: 0.29308 s, avg_samples: 256.0, ips: 873.49004 samples/s, eta: 10:49:04 [2025/07/20 14:02:38] openrec INFO: epoch: [1/40], global_step: 400, lr: 0.000028, loss: 4.375035, avg_reader_cost: 0.00867 s, avg_batch_cost: 0.29832 s, avg_samples: 256.0, ips: 858.12963 samples/s, eta: 10:48:24 [2025/07/20 14:02:41] openrec INFO: epoch: [1/40], global_step: 410, lr: 0.000028, loss: 4.484935, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.29389 s, avg_samples: 256.0, ips: 871.07782 samples/s, eta: 10:47:32 [2025/07/20 14:02:44] openrec INFO: epoch: [1/40], global_step: 420, lr: 0.000029, loss: 4.513467, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.29537 s, avg_samples: 256.0, ips: 866.71478 samples/s, eta: 10:46:47 [2025/07/20 14:02:47] openrec INFO: epoch: [1/40], global_step: 430, lr: 0.000029, loss: 4.349172, avg_reader_cost: 0.00855 s, avg_batch_cost: 0.29868 s, avg_samples: 256.0, ips: 857.11850 samples/s, eta: 10:46:14 [2025/07/20 14:02:50] openrec INFO: epoch: [1/40], global_step: 440, lr: 0.000030, loss: 4.298451, avg_reader_cost: 0.00836 s, avg_batch_cost: 0.29904 s, avg_samples: 256.0, ips: 856.07131 samples/s, eta: 10:45:43 [2025/07/20 14:02:53] openrec INFO: epoch: [1/40], global_step: 450, lr: 0.000030, loss: 4.343452, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.28815 s, avg_samples: 256.0, ips: 888.44028 samples/s, eta: 10:44:43 [2025/07/20 14:02:56] openrec INFO: epoch: [1/40], global_step: 460, lr: 0.000031, loss: 4.408189, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.28618 s, avg_samples: 256.0, ips: 894.55719 samples/s, eta: 10:43:40 [2025/07/20 14:02:59] openrec INFO: epoch: [1/40], global_step: 470, lr: 0.000031, loss: 4.411997, avg_reader_cost: 0.00860 s, avg_batch_cost: 0.30616 s, avg_samples: 256.0, ips: 836.16157 samples/s, eta: 10:43:33 [2025/07/20 14:03:02] openrec INFO: epoch: [1/40], global_step: 480, lr: 0.000032, loss: 4.369107, avg_reader_cost: 0.00900 s, avg_batch_cost: 0.29645 s, avg_samples: 256.0, ips: 863.56163 samples/s, eta: 10:43:01 [2025/07/20 14:03:04] openrec INFO: epoch: [1/40], global_step: 490, lr: 0.000032, loss: 4.284845, avg_reader_cost: 0.01150 s, avg_batch_cost: 0.28991 s, avg_samples: 256.0, ips: 883.02945 samples/s, eta: 10:42:13 [2025/07/20 14:03:07] openrec INFO: epoch: [1/40], global_step: 500, lr: 0.000033, loss: 4.319707, avg_reader_cost: 0.00886 s, avg_batch_cost: 0.29618 s, avg_samples: 256.0, ips: 864.35147 samples/s, eta: 10:41:43 [2025/07/20 14:03:12] openrec INFO: cur metric, acc: 0.0002759381894647652, norm_edit_dis: 0.1040909953515915, num_samples: 7248, fps: 2212.201751870965 [2025/07/20 14:03:12] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 14:03:12] openrec INFO: best metric, acc: 0.0002759381894647652, norm_edit_dis: 0.1040909953515915, num_samples: 7248, fps: 2212.201751870965, best_epoch: 1 [2025/07/20 14:03:15] openrec INFO: epoch: [1/40], global_step: 510, lr: 0.000033, loss: 4.454008, avg_reader_cost: 0.45358 s, avg_batch_cost: 0.73930 s, avg_samples: 256.0, ips: 346.27226 samples/s, eta: 10:59:24 [2025/07/20 14:03:18] openrec INFO: epoch: [1/40], global_step: 520, lr: 0.000034, loss: 4.527972, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.28821 s, avg_samples: 256.0, ips: 888.24463 samples/s, eta: 10:58:15 [2025/07/20 14:03:21] openrec INFO: epoch: [1/40], global_step: 530, lr: 0.000034, loss: 4.020295, avg_reader_cost: 0.00881 s, avg_batch_cost: 0.28713 s, avg_samples: 256.0, ips: 891.57925 samples/s, eta: 10:57:07 [2025/07/20 14:03:24] openrec INFO: epoch: [1/40], global_step: 540, lr: 0.000035, loss: 3.994800, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.29387 s, avg_samples: 256.0, ips: 871.12955 samples/s, eta: 10:56:16 [2025/07/20 14:03:27] openrec INFO: epoch: [1/40], global_step: 550, lr: 0.000035, loss: 4.294426, avg_reader_cost: 0.01097 s, avg_batch_cost: 0.29780 s, avg_samples: 256.0, ips: 859.64720 samples/s, eta: 10:55:36 [2025/07/20 14:03:30] openrec INFO: epoch: [1/40], global_step: 560, lr: 0.000036, loss: 4.394121, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.29870 s, avg_samples: 256.0, ips: 857.03291 samples/s, eta: 10:55:00 [2025/07/20 14:03:32] openrec INFO: epoch: [1/40], global_step: 570, lr: 0.000036, loss: 4.393112, avg_reader_cost: 0.00866 s, avg_batch_cost: 0.29087 s, avg_samples: 256.0, ips: 880.12491 samples/s, eta: 10:54:08 [2025/07/20 14:03:35] openrec INFO: epoch: [1/40], global_step: 580, lr: 0.000037, loss: 4.176723, avg_reader_cost: 0.00809 s, avg_batch_cost: 0.29567 s, avg_samples: 256.0, ips: 865.83997 samples/s, eta: 10:53:27 [2025/07/20 14:03:38] openrec INFO: epoch: [1/40], global_step: 590, lr: 0.000038, loss: 4.067237, avg_reader_cost: 0.01137 s, avg_batch_cost: 0.28836 s, avg_samples: 256.0, ips: 887.78709 samples/s, eta: 10:52:32 [2025/07/20 14:03:41] openrec INFO: epoch: [1/40], global_step: 600, lr: 0.000038, loss: 4.095485, avg_reader_cost: 0.00807 s, avg_batch_cost: 0.28830 s, avg_samples: 256.0, ips: 887.95170 samples/s, eta: 10:51:39 [2025/07/20 14:03:44] openrec INFO: epoch: [1/40], global_step: 610, lr: 0.000039, loss: 4.165525, avg_reader_cost: 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[1/40], global_step: 660, lr: 0.000042, loss: 4.168342, avg_reader_cost: 0.00868 s, avg_batch_cost: 0.29368 s, avg_samples: 256.0, ips: 871.69284 samples/s, eta: 10:47:54 [2025/07/20 14:04:02] openrec INFO: epoch: [1/40], global_step: 670, lr: 0.000043, loss: 4.198626, avg_reader_cost: 0.01209 s, avg_batch_cost: 0.29736 s, avg_samples: 256.0, ips: 860.90943 samples/s, eta: 10:47:27 [2025/07/20 14:04:05] openrec INFO: epoch: [1/40], global_step: 680, lr: 0.000043, loss: 4.153309, avg_reader_cost: 0.00984 s, avg_batch_cost: 0.29339 s, avg_samples: 256.0, ips: 872.56804 samples/s, eta: 10:46:53 [2025/07/20 14:04:08] openrec INFO: epoch: [1/40], global_step: 690, lr: 0.000044, loss: 4.112523, avg_reader_cost: 0.00820 s, avg_batch_cost: 0.29182 s, avg_samples: 256.0, ips: 877.26636 samples/s, eta: 10:46:18 [2025/07/20 14:04:11] openrec INFO: epoch: [1/40], global_step: 700, lr: 0.000045, loss: 4.096404, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.29172 s, avg_samples: 256.0, ips: 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avg_reader_cost: 0.00876 s, avg_batch_cost: 0.29661 s, avg_samples: 256.0, ips: 863.07567 samples/s, eta: 10:43:28 [2025/07/20 14:04:28] openrec INFO: epoch: [1/40], global_step: 760, lr: 0.000049, loss: 4.274241, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.28532 s, avg_samples: 256.0, ips: 897.22298 samples/s, eta: 10:42:47 [2025/07/20 14:04:31] openrec INFO: epoch: [1/40], global_step: 770, lr: 0.000050, loss: 3.980576, avg_reader_cost: 0.01209 s, avg_batch_cost: 0.29685 s, avg_samples: 256.0, ips: 862.38075 samples/s, eta: 10:42:26 [2025/07/20 14:04:34] openrec INFO: epoch: [1/40], global_step: 780, lr: 0.000051, loss: 3.939058, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.28257 s, avg_samples: 256.0, ips: 905.95658 samples/s, eta: 10:41:42 [2025/07/20 14:04:37] openrec INFO: epoch: [1/40], global_step: 790, lr: 0.000052, loss: 3.786674, avg_reader_cost: 0.00826 s, avg_batch_cost: 0.29065 s, avg_samples: 256.0, ips: 880.77228 samples/s, eta: 10:41:12 [2025/07/20 14:04:40] openrec INFO: epoch: [1/40], global_step: 800, lr: 0.000052, loss: 3.841865, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.29281 s, avg_samples: 256.0, ips: 874.28847 samples/s, eta: 10:40:47 [2025/07/20 14:04:43] openrec INFO: epoch: [1/40], global_step: 810, lr: 0.000053, loss: 4.044650, avg_reader_cost: 0.00826 s, avg_batch_cost: 0.29172 s, avg_samples: 256.0, ips: 877.55587 samples/s, eta: 10:40:20 [2025/07/20 14:04:46] openrec INFO: epoch: [1/40], global_step: 820, lr: 0.000054, loss: 3.948569, avg_reader_cost: 0.00840 s, avg_batch_cost: 0.30204 s, avg_samples: 256.0, ips: 847.58048 samples/s, eta: 10:40:09 [2025/07/20 14:04:49] openrec INFO: epoch: [1/40], global_step: 830, lr: 0.000055, loss: 3.948569, avg_reader_cost: 0.00930 s, avg_batch_cost: 0.29459 s, avg_samples: 256.0, ips: 868.99616 samples/s, eta: 10:39:48 [2025/07/20 14:04:52] openrec INFO: epoch: [1/40], global_step: 840, lr: 0.000056, loss: 3.909554, avg_reader_cost: 0.01108 s, avg_batch_cost: 0.29089 s, avg_samples: 256.0, 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avg_reader_cost: 0.01281 s, avg_batch_cost: 0.29383 s, avg_samples: 256.0, ips: 871.26152 samples/s, eta: 10:37:42 [2025/07/20 14:05:09] openrec INFO: epoch: [1/40], global_step: 900, lr: 0.000061, loss: 4.062547, avg_reader_cost: 0.00902 s, avg_batch_cost: 0.29622 s, avg_samples: 256.0, ips: 864.21004 samples/s, eta: 10:37:25 [2025/07/20 14:05:12] openrec INFO: epoch: [1/40], global_step: 910, lr: 0.000062, loss: 3.924544, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.29174 s, avg_samples: 256.0, ips: 877.49778 samples/s, eta: 10:37:03 [2025/07/20 14:05:15] openrec INFO: epoch: [1/40], global_step: 920, lr: 0.000063, loss: 3.740766, avg_reader_cost: 0.00777 s, avg_batch_cost: 0.29716 s, avg_samples: 256.0, ips: 861.48266 samples/s, eta: 10:36:49 [2025/07/20 14:05:18] openrec INFO: epoch: [1/40], global_step: 930, lr: 0.000064, loss: 3.789666, avg_reader_cost: 0.00908 s, avg_batch_cost: 0.29271 s, avg_samples: 256.0, ips: 874.57617 samples/s, eta: 10:36:28 [2025/07/20 14:05:21] openrec INFO: epoch: [1/40], global_step: 940, lr: 0.000065, loss: 3.881967, avg_reader_cost: 0.00831 s, avg_batch_cost: 0.28922 s, avg_samples: 256.0, ips: 885.15145 samples/s, eta: 10:36:04 [2025/07/20 14:05:24] openrec INFO: epoch: [1/40], global_step: 950, lr: 0.000065, loss: 3.938841, avg_reader_cost: 0.00869 s, avg_batch_cost: 0.29578 s, avg_samples: 256.0, ips: 865.52164 samples/s, eta: 10:35:49 [2025/07/20 14:05:27] openrec INFO: epoch: [1/40], global_step: 960, lr: 0.000066, loss: 3.895456, avg_reader_cost: 0.00868 s, avg_batch_cost: 0.29263 s, avg_samples: 256.0, ips: 874.82043 samples/s, eta: 10:35:29 [2025/07/20 14:05:30] openrec INFO: epoch: [1/40], global_step: 970, lr: 0.000067, loss: 3.809695, avg_reader_cost: 0.00816 s, avg_batch_cost: 0.29242 s, avg_samples: 256.0, ips: 875.46323 samples/s, eta: 10:35:10 [2025/07/20 14:05:33] openrec INFO: epoch: [1/40], global_step: 980, lr: 0.000068, loss: 3.822062, avg_reader_cost: 0.00821 s, avg_batch_cost: 0.29913 s, avg_samples: 256.0, ips: 855.82936 samples/s, eta: 10:35:00 [2025/07/20 14:05:36] openrec INFO: epoch: [1/40], global_step: 990, lr: 0.000069, loss: 3.900617, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.28887 s, avg_samples: 256.0, ips: 886.21135 samples/s, eta: 10:34:37 [2025/07/20 14:05:39] openrec INFO: epoch: [1/40], global_step: 1000, lr: 0.000070, loss: 3.860995, avg_reader_cost: 0.00871 s, avg_batch_cost: 0.29413 s, avg_samples: 256.0, ips: 870.35641 samples/s, eta: 10:34:21 [2025/07/20 14:05:42] openrec INFO: cur metric, acc: 0.007174392926083895, norm_edit_dis: 0.1497962951801447, num_samples: 7248, fps: 2706.473317743971 [2025/07/20 14:05:43] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 14:05:43] openrec INFO: best metric, acc: 0.007174392926083895, norm_edit_dis: 0.1497962951801447, num_samples: 7248, fps: 2706.473317743971, best_epoch: 1 [2025/07/20 14:05:46] openrec INFO: epoch: [1/40], global_step: 1010, lr: 0.000071, loss: 3.878489, avg_reader_cost: 0.38961 s, avg_batch_cost: 0.67911 s, avg_samples: 256.0, ips: 376.96352 samples/s, eta: 10:42:01 [2025/07/20 14:05:49] openrec INFO: epoch: [1/40], global_step: 1020, lr: 0.000072, loss: 3.923642, avg_reader_cost: 0.00880 s, avg_batch_cost: 0.30006 s, avg_samples: 256.0, ips: 853.15081 samples/s, eta: 10:41:48 [2025/07/20 14:05:52] openrec INFO: epoch: [1/40], global_step: 1030, lr: 0.000073, loss: 3.719691, avg_reader_cost: 0.00809 s, avg_batch_cost: 0.28641 s, avg_samples: 256.0, ips: 893.83017 samples/s, eta: 10:41:19 [2025/07/20 14:05:54] openrec INFO: epoch: [1/40], global_step: 1040, lr: 0.000074, loss: 3.519028, avg_reader_cost: 0.00794 s, avg_batch_cost: 0.28286 s, avg_samples: 256.0, ips: 905.04451 samples/s, eta: 10:40:45 [2025/07/20 14:05:57] openrec INFO: epoch: [1/40], global_step: 1050, lr: 0.000075, loss: 3.672633, avg_reader_cost: 0.00863 s, avg_batch_cost: 0.29833 s, avg_samples: 256.0, ips: 858.09802 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avg_reader_cost: 0.01061 s, avg_batch_cost: 0.29646 s, avg_samples: 256.0, ips: 863.53128 samples/s, eta: 10:39:07 [2025/07/20 14:06:15] openrec INFO: epoch: [1/40], global_step: 1110, lr: 0.000081, loss: 4.018908, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.29599 s, avg_samples: 256.0, ips: 864.89112 samples/s, eta: 10:38:51 [2025/07/20 14:06:18] openrec INFO: epoch: [1/40], global_step: 1120, lr: 0.000083, loss: 3.796077, avg_reader_cost: 0.01259 s, avg_batch_cost: 0.30067 s, avg_samples: 256.0, ips: 851.42794 samples/s, eta: 10:38:41 [2025/07/20 14:06:21] openrec INFO: epoch: [1/40], global_step: 1130, lr: 0.000084, loss: 3.910098, avg_reader_cost: 0.00751 s, avg_batch_cost: 0.29736 s, avg_samples: 256.0, ips: 860.92034 samples/s, eta: 10:38:28 [2025/07/20 14:06:24] openrec INFO: epoch: [1/40], global_step: 1140, lr: 0.000085, loss: 3.655109, avg_reader_cost: 0.00808 s, avg_batch_cost: 0.29058 s, avg_samples: 256.0, ips: 881.00411 samples/s, eta: 10:38:07 [2025/07/20 14:06:27] openrec INFO: epoch: [1/40], global_step: 1150, lr: 0.000086, loss: 3.567552, avg_reader_cost: 0.00900 s, avg_batch_cost: 0.29046 s, avg_samples: 256.0, ips: 881.36743 samples/s, eta: 10:37:46 [2025/07/20 14:06:30] openrec INFO: epoch: [1/40], global_step: 1160, lr: 0.000087, loss: 3.755485, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.29792 s, avg_samples: 256.0, ips: 859.28067 samples/s, eta: 10:37:34 [2025/07/20 14:06:33] openrec INFO: epoch: [1/40], global_step: 1170, lr: 0.000088, loss: 3.715890, avg_reader_cost: 0.00829 s, avg_batch_cost: 0.28968 s, avg_samples: 256.0, ips: 883.72758 samples/s, eta: 10:37:13 [2025/07/20 14:06:36] openrec INFO: epoch: [1/40], global_step: 1180, lr: 0.000089, loss: 3.764660, avg_reader_cost: 0.01239 s, avg_batch_cost: 0.29600 s, avg_samples: 256.0, ips: 864.87057 samples/s, eta: 10:36:59 [2025/07/20 14:06:39] openrec INFO: epoch: [1/40], global_step: 1190, lr: 0.000090, loss: 3.580133, avg_reader_cost: 0.00927 s, avg_batch_cost: 0.28426 s, 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[2025/07/20 14:07:08] openrec INFO: epoch: [1/40], global_step: 1290, lr: 0.000102, loss: 3.697900, avg_reader_cost: 0.00852 s, avg_batch_cost: 0.28636 s, avg_samples: 256.0, ips: 893.97573 samples/s, eta: 10:33:35 [2025/07/20 14:07:11] openrec INFO: epoch: [1/40], global_step: 1300, lr: 0.000103, loss: 3.921157, avg_reader_cost: 0.00813 s, avg_batch_cost: 0.29562 s, avg_samples: 256.0, ips: 865.96734 samples/s, eta: 10:33:23 [2025/07/20 14:07:14] openrec INFO: epoch: [1/40], global_step: 1310, lr: 0.000104, loss: 3.899283, avg_reader_cost: 0.00868 s, avg_batch_cost: 0.28610 s, avg_samples: 256.0, ips: 894.77963 samples/s, eta: 10:33:02 [2025/07/20 14:07:17] openrec INFO: epoch: [1/40], global_step: 1320, lr: 0.000106, loss: 3.676668, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.30036 s, avg_samples: 256.0, ips: 852.29693 samples/s, eta: 10:32:55 [2025/07/20 14:07:20] openrec INFO: epoch: [1/40], global_step: 1330, lr: 0.000107, loss: 3.592821, avg_reader_cost: 0.00867 s, avg_batch_cost: 0.29962 s, avg_samples: 256.0, ips: 854.42686 samples/s, eta: 10:32:48 [2025/07/20 14:07:23] openrec INFO: epoch: [1/40], global_step: 1340, lr: 0.000108, loss: 3.475227, avg_reader_cost: 0.00800 s, avg_batch_cost: 0.29292 s, avg_samples: 256.0, ips: 873.95899 samples/s, eta: 10:32:34 [2025/07/20 14:07:25] openrec INFO: epoch: [1/40], global_step: 1350, lr: 0.000109, loss: 3.572380, avg_reader_cost: 0.00869 s, avg_batch_cost: 0.29520 s, avg_samples: 256.0, ips: 867.19721 samples/s, eta: 10:32:22 [2025/07/20 14:07:28] openrec INFO: epoch: [1/40], global_step: 1360, lr: 0.000110, loss: 3.572035, avg_reader_cost: 0.00835 s, avg_batch_cost: 0.29036 s, avg_samples: 256.0, ips: 881.67428 samples/s, eta: 10:32:06 [2025/07/20 14:07:31] openrec INFO: epoch: [1/40], global_step: 1370, lr: 0.000112, loss: 3.457741, avg_reader_cost: 0.00802 s, avg_batch_cost: 0.29944 s, avg_samples: 256.0, ips: 854.92586 samples/s, eta: 10:31:59 [2025/07/20 14:07:34] openrec INFO: epoch: [1/40], global_step: 1380, lr: 0.000113, loss: 3.395222, avg_reader_cost: 0.00834 s, avg_batch_cost: 0.29292 s, avg_samples: 256.0, ips: 873.97358 samples/s, eta: 10:31:46 [2025/07/20 14:07:37] openrec INFO: epoch: [1/40], global_step: 1390, lr: 0.000114, loss: 3.395222, avg_reader_cost: 0.00871 s, avg_batch_cost: 0.29617 s, avg_samples: 256.0, ips: 864.37436 samples/s, eta: 10:31:35 [2025/07/20 14:07:40] openrec INFO: epoch: [1/40], global_step: 1400, lr: 0.000116, loss: 3.420483, avg_reader_cost: 0.00825 s, avg_batch_cost: 0.28886 s, avg_samples: 256.0, ips: 886.23337 samples/s, eta: 10:31:19 [2025/07/20 14:07:43] openrec INFO: epoch: [1/40], global_step: 1410, lr: 0.000117, loss: 3.375767, avg_reader_cost: 0.00812 s, avg_batch_cost: 0.29662 s, avg_samples: 256.0, ips: 863.06533 samples/s, eta: 10:31:09 [2025/07/20 14:07:46] openrec INFO: epoch: [1/40], global_step: 1420, lr: 0.000118, loss: 3.284049, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.29197 s, avg_samples: 256.0, ips: 876.80051 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avg_reader_cost: 0.00827 s, avg_batch_cost: 0.29316 s, avg_samples: 256.0, ips: 873.23409 samples/s, eta: 10:30:00 [2025/07/20 14:08:04] openrec INFO: epoch: [1/40], global_step: 1480, lr: 0.000126, loss: 3.229517, avg_reader_cost: 0.00882 s, avg_batch_cost: 0.30373 s, avg_samples: 256.0, ips: 842.84701 samples/s, eta: 10:29:57 [2025/07/20 14:08:07] openrec INFO: epoch: [1/40], global_step: 1490, lr: 0.000127, loss: 3.188295, avg_reader_cost: 0.00826 s, avg_batch_cost: 0.29572 s, avg_samples: 256.0, ips: 865.68046 samples/s, eta: 10:29:47 [2025/07/20 14:08:10] openrec INFO: epoch: [1/40], global_step: 1500, lr: 0.000129, loss: 3.184525, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.29760 s, avg_samples: 256.0, ips: 860.20828 samples/s, eta: 10:29:39 [2025/07/20 14:08:13] openrec INFO: cur metric, acc: 0.042080573893376695, norm_edit_dis: 0.280159594713683, num_samples: 7248, fps: 2704.409216993584 [2025/07/20 14:08:14] openrec INFO: save ckpt to 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[2025/07/20 14:08:40] openrec INFO: epoch: [1/40], global_step: 1590, lr: 0.000141, loss: 3.066240, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.29722 s, avg_samples: 256.0, ips: 861.32393 samples/s, eta: 10:33:08 [2025/07/20 14:08:43] openrec INFO: epoch: [1/40], global_step: 1600, lr: 0.000142, loss: 2.990004, avg_reader_cost: 0.00910 s, avg_batch_cost: 0.29770 s, avg_samples: 256.0, ips: 859.91639 samples/s, eta: 10:32:59 [2025/07/20 14:08:46] openrec INFO: epoch: [1/40], global_step: 1610, lr: 0.000144, loss: 3.030757, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.29611 s, avg_samples: 256.0, ips: 864.55267 samples/s, eta: 10:32:49 [2025/07/20 14:08:49] openrec INFO: epoch: [1/40], global_step: 1620, lr: 0.000145, loss: 3.062470, avg_reader_cost: 0.00814 s, avg_batch_cost: 0.29347 s, avg_samples: 256.0, ips: 872.32361 samples/s, eta: 10:32:37 [2025/07/20 14:08:52] openrec INFO: epoch: [1/40], global_step: 1630, lr: 0.000146, loss: 2.959933, avg_reader_cost: 0.01029 s, 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openrec INFO: epoch: [1/40], global_step: 1820, lr: 0.000174, loss: 2.608918, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.29531 s, avg_samples: 256.0, ips: 866.89930 samples/s, eta: 10:28:41 [2025/07/20 14:09:51] openrec INFO: epoch: [1/40], global_step: 1830, lr: 0.000175, loss: 2.688812, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.29050 s, avg_samples: 256.0, ips: 881.23441 samples/s, eta: 10:28:29 [2025/07/20 14:09:54] openrec INFO: epoch: [1/40], global_step: 1840, lr: 0.000177, loss: 2.666178, avg_reader_cost: 0.00915 s, avg_batch_cost: 0.29445 s, avg_samples: 256.0, ips: 869.41729 samples/s, eta: 10:28:20 [2025/07/20 14:09:57] openrec INFO: epoch: [1/40], global_step: 1850, lr: 0.000178, loss: 2.622202, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.29266 s, avg_samples: 256.0, ips: 874.72422 samples/s, eta: 10:28:09 [2025/07/20 14:10:00] openrec INFO: epoch: [1/40], global_step: 1860, lr: 0.000180, loss: 2.431008, avg_reader_cost: 0.00808 s, avg_batch_cost: 0.30105 s, 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[2025/07/20 14:10:29] openrec INFO: epoch: [1/40], global_step: 1960, lr: 0.000195, loss: 2.430008, avg_reader_cost: 0.00843 s, avg_batch_cost: 0.28990 s, avg_samples: 256.0, ips: 883.07644 samples/s, eta: 10:26:36 [2025/07/20 14:10:32] openrec INFO: epoch: [1/40], global_step: 1970, lr: 0.000197, loss: 2.436543, avg_reader_cost: 0.00854 s, avg_batch_cost: 0.29014 s, avg_samples: 256.0, ips: 882.34301 samples/s, eta: 10:26:24 [2025/07/20 14:10:35] openrec INFO: epoch: [1/40], global_step: 1980, lr: 0.000198, loss: 2.399921, avg_reader_cost: 0.00862 s, avg_batch_cost: 0.29021 s, avg_samples: 256.0, ips: 882.12134 samples/s, eta: 10:26:13 [2025/07/20 14:10:38] openrec INFO: epoch: [1/40], global_step: 1990, lr: 0.000200, loss: 2.381607, avg_reader_cost: 0.00899 s, avg_batch_cost: 0.29016 s, avg_samples: 256.0, ips: 882.27631 samples/s, eta: 10:26:02 [2025/07/20 14:10:41] openrec INFO: epoch: [1/40], global_step: 2000, lr: 0.000201, loss: 2.337171, avg_reader_cost: 0.00855 s, 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[2025/07/20 14:11:34] openrec INFO: epoch: [1/40], global_step: 2170, lr: 0.000228, loss: 2.330882, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.29061 s, avg_samples: 256.0, ips: 880.92012 samples/s, eta: 10:27:03 [2025/07/20 14:11:37] openrec INFO: epoch: [1/40], global_step: 2180, lr: 0.000230, loss: 2.164963, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.29146 s, avg_samples: 256.0, ips: 878.32813 samples/s, eta: 10:26:53 [2025/07/20 14:11:40] openrec INFO: epoch: [1/40], global_step: 2190, lr: 0.000231, loss: 2.032045, avg_reader_cost: 0.00756 s, avg_batch_cost: 0.29258 s, avg_samples: 256.0, ips: 874.97912 samples/s, eta: 10:26:43 [2025/07/20 14:11:43] openrec INFO: epoch: [1/40], global_step: 2200, lr: 0.000233, loss: 1.920599, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.30014 s, avg_samples: 256.0, ips: 852.94749 samples/s, eta: 10:26:38 [2025/07/20 14:11:46] openrec INFO: epoch: [1/40], global_step: 2210, lr: 0.000234, loss: 2.099887, avg_reader_cost: 0.00936 s, 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global_step: 2260, lr: 0.000242, loss: 2.204129, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.29520 s, avg_samples: 256.0, ips: 867.21963 samples/s, eta: 10:25:52 [2025/07/20 14:12:04] openrec INFO: epoch: [1/40], global_step: 2270, lr: 0.000244, loss: 1.999781, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.29395 s, avg_samples: 256.0, ips: 870.90373 samples/s, eta: 10:25:44 [2025/07/20 14:12:07] openrec INFO: epoch: [1/40], global_step: 2280, lr: 0.000245, loss: 2.168191, avg_reader_cost: 0.00854 s, avg_batch_cost: 0.29098 s, avg_samples: 256.0, ips: 879.79375 samples/s, eta: 10:25:34 [2025/07/20 14:12:10] openrec INFO: epoch: [1/40], global_step: 2290, lr: 0.000247, loss: 2.195637, avg_reader_cost: 0.00786 s, avg_batch_cost: 0.29230 s, avg_samples: 256.0, ips: 875.80792 samples/s, eta: 10:25:25 [2025/07/20 14:12:13] openrec INFO: epoch: [1/40], global_step: 2300, lr: 0.000249, loss: 2.299506, avg_reader_cost: 0.00801 s, avg_batch_cost: 0.29269 s, avg_samples: 256.0, ips: 874.63658 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avg_reader_cost: 0.00878 s, avg_batch_cost: 0.29829 s, avg_samples: 256.0, ips: 858.21989 samples/s, eta: 10:24:45 [2025/07/20 14:12:31] openrec INFO: epoch: [1/40], global_step: 2360, lr: 0.000258, loss: 1.693456, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.29774 s, avg_samples: 256.0, ips: 859.81737 samples/s, eta: 10:24:39 [2025/07/20 14:12:34] openrec INFO: epoch: [1/40], global_step: 2370, lr: 0.000260, loss: 2.167375, avg_reader_cost: 0.00865 s, avg_batch_cost: 0.28946 s, avg_samples: 256.0, ips: 884.40103 samples/s, eta: 10:24:29 [2025/07/20 14:12:36] openrec INFO: epoch: [1/40], global_step: 2380, lr: 0.000261, loss: 2.235431, avg_reader_cost: 0.00799 s, avg_batch_cost: 0.28286 s, avg_samples: 256.0, ips: 905.05298 samples/s, eta: 10:24:16 [2025/07/20 14:12:39] openrec INFO: epoch: [1/40], global_step: 2390, lr: 0.000263, loss: 2.201263, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.29377 s, avg_samples: 256.0, ips: 871.44268 samples/s, eta: 10:24:08 [2025/07/20 14:12:42] openrec INFO: epoch: [1/40], global_step: 2400, lr: 0.000265, loss: 1.996073, avg_reader_cost: 0.00841 s, avg_batch_cost: 0.29304 s, avg_samples: 256.0, ips: 873.60346 samples/s, eta: 10:24:00 [2025/07/20 14:12:45] openrec INFO: epoch: [1/40], global_step: 2410, lr: 0.000266, loss: 1.993426, avg_reader_cost: 0.00808 s, avg_batch_cost: 0.28805 s, avg_samples: 256.0, ips: 888.73943 samples/s, eta: 10:23:49 [2025/07/20 14:12:48] openrec INFO: epoch: [1/40], global_step: 2420, lr: 0.000268, loss: 1.972152, avg_reader_cost: 0.00878 s, avg_batch_cost: 0.29028 s, avg_samples: 256.0, ips: 881.91565 samples/s, eta: 10:23:40 [2025/07/20 14:12:51] openrec INFO: epoch: [1/40], global_step: 2430, lr: 0.000269, loss: 1.619528, avg_reader_cost: 0.00864 s, avg_batch_cost: 0.30159 s, avg_samples: 256.0, ips: 848.82085 samples/s, eta: 10:23:36 [2025/07/20 14:12:54] openrec INFO: epoch: [1/40], global_step: 2440, lr: 0.000271, loss: 1.619528, avg_reader_cost: 0.00716 s, avg_batch_cost: 0.28864 s, avg_samples: 256.0, ips: 886.91057 samples/s, eta: 10:23:26 [2025/07/20 14:12:57] openrec INFO: epoch: [1/40], global_step: 2450, lr: 0.000273, loss: 1.941631, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.29695 s, avg_samples: 256.0, ips: 862.09812 samples/s, eta: 10:23:20 [2025/07/20 14:13:00] openrec INFO: epoch: [1/40], global_step: 2460, lr: 0.000274, loss: 1.827746, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.30326 s, avg_samples: 256.0, ips: 844.17156 samples/s, eta: 10:23:17 [2025/07/20 14:13:03] openrec INFO: epoch: [1/40], global_step: 2470, lr: 0.000276, loss: 1.827746, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.29996 s, avg_samples: 256.0, ips: 853.43446 samples/s, eta: 10:23:13 [2025/07/20 14:13:06] openrec INFO: epoch: [1/40], global_step: 2480, lr: 0.000277, loss: 1.997227, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.28912 s, avg_samples: 256.0, ips: 885.44941 samples/s, eta: 10:23:03 [2025/07/20 14:13:09] openrec INFO: epoch: [1/40], global_step: 2490, lr: 0.000279, loss: 2.053140, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.29613 s, avg_samples: 256.0, ips: 864.47346 samples/s, eta: 10:22:57 [2025/07/20 14:13:12] openrec INFO: epoch: [1/40], global_step: 2500, lr: 0.000280, loss: 2.000329, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.29319 s, avg_samples: 256.0, ips: 873.15605 samples/s, eta: 10:22:49 [2025/07/20 14:13:15] openrec INFO: cur metric, acc: 0.3446467986414917, norm_edit_dis: 0.7355585314517263, num_samples: 7248, fps: 2687.7963633431527 [2025/07/20 14:13:16] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 14:13:16] openrec INFO: best metric, acc: 0.3446467986414917, norm_edit_dis: 0.7355585314517263, num_samples: 7248, fps: 2687.7963633431527, best_epoch: 1 [2025/07/20 14:13:19] openrec INFO: epoch: [1/40], global_step: 2510, lr: 0.000282, loss: 1.987678, avg_reader_cost: 0.41106 s, avg_batch_cost: 0.69169 s, avg_samples: 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14:13:48] openrec INFO: epoch: [1/40], global_step: 2610, lr: 0.000298, loss: 1.520494, avg_reader_cost: 0.00904 s, avg_batch_cost: 0.30249 s, avg_samples: 256.0, ips: 846.31732 samples/s, eta: 10:24:39 [2025/07/20 14:13:51] openrec INFO: epoch: [1/40], global_step: 2620, lr: 0.000299, loss: 1.565877, avg_reader_cost: 0.00872 s, avg_batch_cost: 0.28949 s, avg_samples: 256.0, ips: 884.30547 samples/s, eta: 10:24:29 [2025/07/20 14:13:54] openrec INFO: epoch: [1/40], global_step: 2630, lr: 0.000301, loss: 1.888989, avg_reader_cost: 0.01019 s, avg_batch_cost: 0.29711 s, avg_samples: 256.0, ips: 861.64222 samples/s, eta: 10:24:23 [2025/07/20 14:13:57] openrec INFO: epoch: [1/40], global_step: 2640, lr: 0.000303, loss: 1.888989, avg_reader_cost: 0.00825 s, avg_batch_cost: 0.29005 s, avg_samples: 256.0, ips: 882.59758 samples/s, eta: 10:24:14 [2025/07/20 14:14:00] openrec INFO: epoch: [1/40], global_step: 2650, lr: 0.000304, loss: 2.116884, avg_reader_cost: 0.01159 s, avg_batch_cost: 0.29050 s, avg_samples: 256.0, ips: 881.24091 samples/s, eta: 10:24:05 [2025/07/20 14:14:03] openrec INFO: epoch: [1/40], global_step: 2660, lr: 0.000306, loss: 1.971504, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.29321 s, avg_samples: 256.0, ips: 873.09996 samples/s, eta: 10:23:57 [2025/07/20 14:14:06] openrec INFO: epoch: [1/40], global_step: 2670, lr: 0.000307, loss: 1.837689, avg_reader_cost: 0.00896 s, avg_batch_cost: 0.28769 s, avg_samples: 256.0, ips: 889.83721 samples/s, eta: 10:23:46 [2025/07/20 14:14:09] openrec INFO: epoch: [1/40], global_step: 2680, lr: 0.000309, loss: 1.801541, avg_reader_cost: 0.01119 s, avg_batch_cost: 0.29022 s, avg_samples: 256.0, ips: 882.08569 samples/s, eta: 10:23:37 [2025/07/20 14:14:12] openrec INFO: epoch: [1/40], global_step: 2690, lr: 0.000310, loss: 1.684108, avg_reader_cost: 0.00804 s, avg_batch_cost: 0.29840 s, avg_samples: 256.0, ips: 857.91331 samples/s, eta: 10:23:32 [2025/07/20 14:14:15] openrec INFO: epoch: [1/40], global_step: 2700, lr: 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[2025/07/20 14:14:29] openrec INFO: epoch: [1/40], global_step: 2750, lr: 0.000320, loss: 1.796128, avg_reader_cost: 0.00823 s, avg_batch_cost: 0.29218 s, avg_samples: 256.0, ips: 876.15967 samples/s, eta: 10:22:49 [2025/07/20 14:14:32] openrec INFO: epoch: [1/40], global_step: 2760, lr: 0.000321, loss: 1.755660, avg_reader_cost: 0.01124 s, avg_batch_cost: 0.29425 s, avg_samples: 256.0, ips: 870.02291 samples/s, eta: 10:22:42 [2025/07/20 14:14:35] openrec INFO: epoch: [1/40], global_step: 2770, lr: 0.000323, loss: 1.805705, avg_reader_cost: 0.01028 s, avg_batch_cost: 0.29352 s, avg_samples: 256.0, ips: 872.16766 samples/s, eta: 10:22:34 [2025/07/20 14:14:38] openrec INFO: epoch: [1/40], global_step: 2780, lr: 0.000324, loss: 1.861240, avg_reader_cost: 0.01148 s, avg_batch_cost: 0.29779 s, avg_samples: 256.0, ips: 859.66248 samples/s, eta: 10:22:29 [2025/07/20 14:14:41] openrec INFO: epoch: [1/40], global_step: 2790, lr: 0.000326, loss: 1.598799, avg_reader_cost: 0.00961 s, 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global_step: 2840, lr: 0.000334, loss: 1.670012, avg_reader_cost: 0.01195 s, avg_batch_cost: 0.29100 s, avg_samples: 256.0, ips: 879.72016 samples/s, eta: 10:21:48 [2025/07/20 14:14:59] openrec INFO: epoch: [1/40], global_step: 2850, lr: 0.000335, loss: 1.670224, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.29157 s, avg_samples: 256.0, ips: 878.00127 samples/s, eta: 10:21:40 [2025/07/20 14:15:02] openrec INFO: epoch: [1/40], global_step: 2860, lr: 0.000337, loss: 1.697423, avg_reader_cost: 0.00856 s, avg_batch_cost: 0.29601 s, avg_samples: 256.0, ips: 864.82731 samples/s, eta: 10:21:34 [2025/07/20 14:15:05] openrec INFO: epoch: [1/40], global_step: 2870, lr: 0.000338, loss: 1.801492, avg_reader_cost: 0.00920 s, avg_batch_cost: 0.28893 s, avg_samples: 256.0, ips: 886.03482 samples/s, eta: 10:21:25 [2025/07/20 14:15:08] openrec INFO: epoch: [1/40], global_step: 2880, lr: 0.000340, loss: 1.956431, avg_reader_cost: 0.00848 s, avg_batch_cost: 0.28906 s, avg_samples: 256.0, ips: 885.62111 samples/s, eta: 10:21:16 [2025/07/20 14:15:10] openrec INFO: epoch: [1/40], global_step: 2890, lr: 0.000341, loss: 1.964414, avg_reader_cost: 0.00821 s, avg_batch_cost: 0.28646 s, avg_samples: 256.0, ips: 893.67662 samples/s, eta: 10:21:06 [2025/07/20 14:15:13] openrec INFO: epoch: [1/40], global_step: 2900, lr: 0.000343, loss: 1.913444, avg_reader_cost: 0.00886 s, avg_batch_cost: 0.29265 s, avg_samples: 256.0, ips: 874.77061 samples/s, eta: 10:20:59 [2025/07/20 14:15:16] openrec INFO: epoch: [1/40], global_step: 2910, lr: 0.000344, loss: 1.870747, avg_reader_cost: 0.00829 s, avg_batch_cost: 0.28545 s, avg_samples: 256.0, ips: 896.82183 samples/s, eta: 10:20:49 [2025/07/20 14:15:19] openrec INFO: epoch: [1/40], global_step: 2920, lr: 0.000346, loss: 1.802462, avg_reader_cost: 0.00828 s, avg_batch_cost: 0.29346 s, avg_samples: 256.0, ips: 872.34657 samples/s, eta: 10:20:42 [2025/07/20 14:15:22] openrec INFO: epoch: [1/40], global_step: 2930, lr: 0.000347, loss: 1.719873, avg_reader_cost: 0.00828 s, avg_batch_cost: 0.28882 s, avg_samples: 256.0, ips: 886.36564 samples/s, eta: 10:20:33 [2025/07/20 14:15:25] openrec INFO: epoch: [1/40], global_step: 2940, lr: 0.000349, loss: 1.628820, avg_reader_cost: 0.00857 s, avg_batch_cost: 0.29383 s, avg_samples: 256.0, ips: 871.23784 samples/s, eta: 10:20:26 [2025/07/20 14:15:28] openrec INFO: epoch: [1/40], global_step: 2950, lr: 0.000350, loss: 1.587404, avg_reader_cost: 0.00818 s, avg_batch_cost: 0.29165 s, avg_samples: 256.0, ips: 877.77188 samples/s, eta: 10:20:19 [2025/07/20 14:15:31] openrec INFO: epoch: [1/40], global_step: 2960, lr: 0.000352, loss: 1.517107, avg_reader_cost: 0.00883 s, avg_batch_cost: 0.29701 s, avg_samples: 256.0, ips: 861.92628 samples/s, eta: 10:20:13 [2025/07/20 14:15:34] openrec INFO: epoch: [1/40], global_step: 2970, lr: 0.000353, loss: 1.388588, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.29414 s, avg_samples: 256.0, ips: 870.33716 samples/s, eta: 10:20:07 [2025/07/20 14:15:37] openrec INFO: epoch: [1/40], global_step: 2980, lr: 0.000354, loss: 1.306758, avg_reader_cost: 0.00907 s, avg_batch_cost: 0.29793 s, avg_samples: 256.0, ips: 859.25515 samples/s, eta: 10:20:02 [2025/07/20 14:15:40] openrec INFO: epoch: [1/40], global_step: 2990, lr: 0.000356, loss: 1.209846, avg_reader_cost: 0.00907 s, avg_batch_cost: 0.30206 s, avg_samples: 256.0, ips: 847.51352 samples/s, eta: 10:19:59 [2025/07/20 14:15:43] openrec INFO: epoch: [1/40], global_step: 3000, lr: 0.000357, loss: 1.273318, avg_reader_cost: 0.01195 s, avg_batch_cost: 0.29766 s, avg_samples: 256.0, ips: 860.03238 samples/s, eta: 10:19:54 [2025/07/20 14:15:46] openrec INFO: cur metric, acc: 0.5466335533296999, norm_edit_dis: 0.834241072216691, num_samples: 7248, fps: 2677.5678416869205 [2025/07/20 14:15:47] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 14:15:47] openrec INFO: best metric, acc: 0.5466335533296999, norm_edit_dis: 0.834241072216691, num_samples: 7248, fps: 2677.5678416869205, best_epoch: 1 [2025/07/20 14:15:50] openrec INFO: epoch: [1/40], global_step: 3010, lr: 0.000359, loss: 1.667863, avg_reader_cost: 0.39641 s, avg_batch_cost: 0.67438 s, avg_samples: 256.0, ips: 379.60701 samples/s, eta: 10:22:23 [2025/07/20 14:15:52] openrec INFO: epoch: [1/40], global_step: 3020, lr: 0.000360, loss: 1.732161, avg_reader_cost: 0.00862 s, avg_batch_cost: 0.28597 s, avg_samples: 256.0, ips: 895.18321 samples/s, eta: 10:22:13 [2025/07/20 14:15:55] openrec INFO: epoch: [1/40], global_step: 3030, lr: 0.000362, loss: 1.810736, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.29438 s, avg_samples: 256.0, ips: 869.62332 samples/s, eta: 10:22:06 [2025/07/20 14:15:58] openrec INFO: epoch: [1/40], global_step: 3040, lr: 0.000363, loss: 1.819653, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.28721 s, avg_samples: 256.0, ips: 891.32451 samples/s, eta: 10:21:56 [2025/07/20 14:16:01] openrec INFO: epoch: [1/40], global_step: 3050, lr: 0.000365, loss: 1.856330, avg_reader_cost: 0.00807 s, avg_batch_cost: 0.28984 s, avg_samples: 256.0, ips: 883.25296 samples/s, eta: 10:21:48 [2025/07/20 14:16:04] openrec INFO: epoch: [1/40], global_step: 3060, lr: 0.000366, loss: 1.666415, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.29044 s, avg_samples: 256.0, ips: 881.43349 samples/s, eta: 10:21:40 [2025/07/20 14:16:07] openrec INFO: epoch: [1/40], global_step: 3070, lr: 0.000368, loss: 1.620419, avg_reader_cost: 0.01077 s, avg_batch_cost: 0.29483 s, avg_samples: 256.0, ips: 868.29688 samples/s, eta: 10:21:33 [2025/07/20 14:16:10] openrec INFO: epoch: [1/40], global_step: 3080, lr: 0.000369, loss: 1.447528, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.29411 s, avg_samples: 256.0, ips: 870.42612 samples/s, eta: 10:21:26 [2025/07/20 14:16:13] openrec INFO: epoch: [1/40], global_step: 3090, lr: 0.000370, loss: 1.583965, avg_reader_cost: 0.00861 s, avg_batch_cost: 0.29368 s, avg_samples: 256.0, ips: 871.70720 samples/s, eta: 10:21:19 [2025/07/20 14:16:16] openrec INFO: epoch: [1/40], global_step: 3100, lr: 0.000372, loss: 1.630768, avg_reader_cost: 0.00886 s, avg_batch_cost: 0.29358 s, avg_samples: 256.0, ips: 871.99894 samples/s, eta: 10:21:13 [2025/07/20 14:16:19] openrec INFO: epoch: [1/40], global_step: 3110, lr: 0.000373, loss: 1.378054, avg_reader_cost: 0.00852 s, avg_batch_cost: 0.29849 s, avg_samples: 256.0, ips: 857.63640 samples/s, eta: 10:21:08 [2025/07/20 14:16:22] openrec INFO: epoch: [1/40], global_step: 3120, lr: 0.000375, loss: 1.319276, avg_reader_cost: 0.00877 s, avg_batch_cost: 0.29862 s, avg_samples: 256.0, ips: 857.28280 samples/s, eta: 10:21:03 [2025/07/20 14:16:25] openrec INFO: epoch: [1/40], global_step: 3130, lr: 0.000376, loss: 1.230474, avg_reader_cost: 0.00995 s, avg_batch_cost: 0.29963 s, avg_samples: 256.0, ips: 854.38674 samples/s, eta: 10:20:58 [2025/07/20 14:16:28] openrec INFO: epoch: [1/40], global_step: 3140, lr: 0.000377, loss: 1.267733, avg_reader_cost: 0.00865 s, avg_batch_cost: 0.29483 s, avg_samples: 256.0, ips: 868.29807 samples/s, eta: 10:20:52 [2025/07/20 14:16:31] openrec INFO: epoch: [1/40], global_step: 3150, lr: 0.000379, loss: 1.606907, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.28905 s, avg_samples: 256.0, ips: 885.65756 samples/s, eta: 10:20:43 [2025/07/20 14:16:36] openrec INFO: cur metric, acc: 0.3439569531678298, norm_edit_dis: 0.7811670859646609, num_samples: 7248, fps: 1964.7583777494456 [2025/07/20 14:16:36] openrec INFO: best metric, acc: 0.5466335533296999, norm_edit_dis: 0.834241072216691, num_samples: 7248, fps: 2677.5678416869205, best_epoch: 1 [2025/07/20 14:16:36] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 14:16:41] openrec INFO: epoch: [2/40], global_step: 3160, lr: 0.000380, loss: 1.687345, avg_reader_cost: 0.73625 s, avg_batch_cost: 1.01965 s, avg_samples: 256.0, ips: 251.06691 samples/s, eta: 10:25:19 [2025/07/20 14:16:44] openrec INFO: epoch: [2/40], global_step: 3170, lr: 0.000382, loss: 1.576176, avg_reader_cost: 0.00801 s, avg_batch_cost: 0.29302 s, avg_samples: 256.0, ips: 873.66317 samples/s, eta: 10:25:11 [2025/07/20 14:16:47] openrec INFO: epoch: [2/40], global_step: 3180, lr: 0.000383, loss: 1.198381, avg_reader_cost: 0.00865 s, avg_batch_cost: 0.29904 s, avg_samples: 256.0, ips: 856.06476 samples/s, eta: 10:25:06 [2025/07/20 14:16:50] openrec INFO: epoch: [2/40], global_step: 3190, lr: 0.000384, loss: 1.562539, avg_reader_cost: 0.01061 s, avg_batch_cost: 0.29416 s, avg_samples: 256.0, ips: 870.26400 samples/s, eta: 10:24:58 [2025/07/20 14:16:53] openrec INFO: epoch: [2/40], global_step: 3200, lr: 0.000386, loss: 1.580713, avg_reader_cost: 0.00947 s, avg_batch_cost: 0.29288 s, avg_samples: 256.0, ips: 874.06770 samples/s, eta: 10:24:50 [2025/07/20 14:16:56] openrec INFO: epoch: [2/40], global_step: 3210, lr: 0.000387, loss: 1.644092, avg_reader_cost: 0.00753 s, avg_batch_cost: 0.28878 s, avg_samples: 256.0, ips: 886.48411 samples/s, eta: 10:24:41 [2025/07/20 14:16:59] openrec INFO: epoch: [2/40], global_step: 3220, lr: 0.000388, loss: 1.638343, avg_reader_cost: 0.00828 s, avg_batch_cost: 0.29520 s, avg_samples: 256.0, ips: 867.20219 samples/s, eta: 10:24:34 [2025/07/20 14:17:02] openrec INFO: epoch: [2/40], global_step: 3230, lr: 0.000390, loss: 1.350558, avg_reader_cost: 0.00875 s, avg_batch_cost: 0.29234 s, avg_samples: 256.0, ips: 875.68428 samples/s, eta: 10:24:26 [2025/07/20 14:17:04] openrec INFO: epoch: [2/40], global_step: 3240, lr: 0.000391, loss: 1.528611, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.28859 s, avg_samples: 256.0, ips: 887.06663 samples/s, eta: 10:24:17 [2025/07/20 14:17:07] openrec INFO: epoch: [2/40], global_step: 3250, lr: 0.000392, loss: 1.399117, avg_reader_cost: 0.00784 s, avg_batch_cost: 0.29594 s, avg_samples: 256.0, ips: 865.02720 samples/s, eta: 10:24:10 [2025/07/20 14:17:10] openrec INFO: epoch: [2/40], global_step: 3260, lr: 0.000394, loss: 1.478999, avg_reader_cost: 0.00789 s, avg_batch_cost: 0.28407 s, avg_samples: 256.0, ips: 901.19694 samples/s, eta: 10:23:59 [2025/07/20 14:17:13] openrec INFO: epoch: [2/40], global_step: 3270, lr: 0.000395, loss: 1.653045, avg_reader_cost: 0.01131 s, avg_batch_cost: 0.29092 s, avg_samples: 256.0, ips: 879.97632 samples/s, eta: 10:23:51 [2025/07/20 14:17:16] openrec INFO: epoch: [2/40], global_step: 3280, lr: 0.000396, loss: 1.522308, avg_reader_cost: 0.00808 s, avg_batch_cost: 0.29477 s, avg_samples: 256.0, ips: 868.47512 samples/s, eta: 10:23:44 [2025/07/20 14:17:19] openrec INFO: epoch: [2/40], global_step: 3290, lr: 0.000398, loss: 1.248236, avg_reader_cost: 0.00882 s, avg_batch_cost: 0.29784 s, avg_samples: 256.0, ips: 859.53538 samples/s, eta: 10:23:38 [2025/07/20 14:17:22] openrec INFO: epoch: [2/40], global_step: 3300, lr: 0.000399, loss: 1.269137, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.29601 s, 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[2025/07/20 14:17:52] openrec INFO: epoch: [2/40], global_step: 3400, lr: 0.000412, loss: 1.364176, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.29652 s, avg_samples: 256.0, ips: 863.35638 samples/s, eta: 10:22:23 [2025/07/20 14:17:55] openrec INFO: epoch: [2/40], global_step: 3410, lr: 0.000413, loss: 1.152336, avg_reader_cost: 0.00888 s, avg_batch_cost: 0.29846 s, avg_samples: 256.0, ips: 857.74383 samples/s, eta: 10:22:18 [2025/07/20 14:17:58] openrec INFO: epoch: [2/40], global_step: 3420, lr: 0.000414, loss: 1.118362, avg_reader_cost: 0.00878 s, avg_batch_cost: 0.30218 s, avg_samples: 256.0, ips: 847.18392 samples/s, eta: 10:22:14 [2025/07/20 14:18:01] openrec INFO: epoch: [2/40], global_step: 3430, lr: 0.000415, loss: 1.171232, avg_reader_cost: 0.01253 s, avg_batch_cost: 0.29446 s, avg_samples: 256.0, ips: 869.40053 samples/s, eta: 10:22:07 [2025/07/20 14:18:03] openrec INFO: epoch: [2/40], global_step: 3440, lr: 0.000417, loss: 1.446832, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.29632 s, avg_samples: 256.0, ips: 863.93732 samples/s, eta: 10:22:01 [2025/07/20 14:18:06] openrec INFO: epoch: [2/40], global_step: 3450, lr: 0.000418, loss: 1.503736, avg_reader_cost: 0.01020 s, avg_batch_cost: 0.29320 s, avg_samples: 256.0, ips: 873.12524 samples/s, eta: 10:21:54 [2025/07/20 14:18:09] openrec INFO: epoch: [2/40], global_step: 3460, lr: 0.000419, loss: 1.558344, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.28856 s, avg_samples: 256.0, ips: 887.17482 samples/s, eta: 10:21:45 [2025/07/20 14:18:12] openrec INFO: epoch: [2/40], global_step: 3470, lr: 0.000420, loss: 1.293752, avg_reader_cost: 0.00861 s, avg_batch_cost: 0.30022 s, avg_samples: 256.0, ips: 852.70283 samples/s, eta: 10:21:41 [2025/07/20 14:18:15] openrec INFO: epoch: [2/40], global_step: 3480, lr: 0.000421, loss: 1.282699, avg_reader_cost: 0.00834 s, avg_batch_cost: 0.28875 s, avg_samples: 256.0, ips: 886.58783 samples/s, eta: 10:21:32 [2025/07/20 14:18:18] openrec INFO: epoch: [2/40], global_step: 3490, lr: 0.000423, loss: 1.393007, avg_reader_cost: 0.00917 s, avg_batch_cost: 0.29400 s, avg_samples: 256.0, ips: 870.73522 samples/s, eta: 10:21:26 [2025/07/20 14:18:21] openrec INFO: epoch: [2/40], global_step: 3500, lr: 0.000424, loss: 1.119590, avg_reader_cost: 0.00897 s, avg_batch_cost: 0.30303 s, avg_samples: 256.0, ips: 844.80719 samples/s, eta: 10:21:22 [2025/07/20 14:18:25] openrec INFO: cur metric, acc: 0.429497791901907, norm_edit_dis: 0.8230391434463039, num_samples: 7248, fps: 2692.7576281976276 [2025/07/20 14:18:25] openrec INFO: best metric, acc: 0.5466335533296999, norm_edit_dis: 0.834241072216691, num_samples: 7248, fps: 2677.5678416869205, best_epoch: 1 [2025/07/20 14:18:28] openrec INFO: epoch: [2/40], global_step: 3510, lr: 0.000425, loss: 1.108203, avg_reader_cost: 0.37195 s, avg_batch_cost: 0.65897 s, avg_samples: 256.0, ips: 388.48798 samples/s, eta: 10:23:23 [2025/07/20 14:18:31] openrec INFO: epoch: [2/40], global_step: 3520, lr: 0.000426, loss: 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[2025/07/20 14:19:27] openrec INFO: epoch: [2/40], global_step: 3710, lr: 0.000447, loss: 1.237545, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.29789 s, avg_samples: 256.0, ips: 859.38300 samples/s, eta: 10:21:13 [2025/07/20 14:19:30] openrec INFO: epoch: [2/40], global_step: 3720, lr: 0.000448, loss: 1.016699, avg_reader_cost: 0.00881 s, avg_batch_cost: 0.30054 s, avg_samples: 256.0, ips: 851.81227 samples/s, eta: 10:21:09 [2025/07/20 14:19:33] openrec INFO: epoch: [2/40], global_step: 3730, lr: 0.000449, loss: 0.966910, avg_reader_cost: 0.00886 s, avg_batch_cost: 0.30302 s, avg_samples: 256.0, ips: 844.83451 samples/s, eta: 10:21:05 [2025/07/20 14:19:36] openrec INFO: epoch: [2/40], global_step: 3740, lr: 0.000449, loss: 0.969335, avg_reader_cost: 0.00799 s, avg_batch_cost: 0.30194 s, avg_samples: 256.0, ips: 847.84083 samples/s, eta: 10:21:01 [2025/07/20 14:19:39] openrec INFO: epoch: [2/40], global_step: 3750, lr: 0.000450, loss: 1.032331, avg_reader_cost: 0.00793 s, 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openrec INFO: epoch: [2/40], global_step: 3940, lr: 0.000467, loss: 1.414145, avg_reader_cost: 0.00891 s, avg_batch_cost: 0.29111 s, avg_samples: 256.0, ips: 879.39759 samples/s, eta: 10:18:38 [2025/07/20 14:20:37] openrec INFO: epoch: [2/40], global_step: 3950, lr: 0.000468, loss: 1.337400, avg_reader_cost: 0.00887 s, avg_batch_cost: 0.29150 s, avg_samples: 256.0, ips: 878.22957 samples/s, eta: 10:18:31 [2025/07/20 14:20:40] openrec INFO: epoch: [2/40], global_step: 3960, lr: 0.000469, loss: 1.388554, avg_reader_cost: 0.01129 s, avg_batch_cost: 0.28836 s, avg_samples: 256.0, ips: 887.76449 samples/s, eta: 10:18:23 [2025/07/20 14:20:43] openrec INFO: epoch: [2/40], global_step: 3970, lr: 0.000470, loss: 1.344236, avg_reader_cost: 0.00882 s, avg_batch_cost: 0.29767 s, avg_samples: 256.0, ips: 860.02432 samples/s, eta: 10:18:18 [2025/07/20 14:20:46] openrec INFO: epoch: [2/40], global_step: 3980, lr: 0.000470, loss: 1.193777, avg_reader_cost: 0.01232 s, avg_batch_cost: 0.28843 s, 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[2025/07/20 14:22:21] openrec INFO: epoch: [2/40], global_step: 4290, lr: 0.000490, loss: 1.236478, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.30106 s, avg_samples: 256.0, ips: 850.31811 samples/s, eta: 10:16:55 [2025/07/20 14:22:24] openrec INFO: epoch: [2/40], global_step: 4300, lr: 0.000490, loss: 0.980332, avg_reader_cost: 0.01103 s, avg_batch_cost: 0.29326 s, avg_samples: 256.0, ips: 872.93777 samples/s, eta: 10:16:49 [2025/07/20 14:22:27] openrec INFO: epoch: [2/40], global_step: 4310, lr: 0.000491, loss: 0.866666, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.29935 s, avg_samples: 256.0, ips: 855.19700 samples/s, eta: 10:16:44 [2025/07/20 14:22:30] openrec INFO: epoch: [2/40], global_step: 4320, lr: 0.000491, loss: 0.968008, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.28944 s, avg_samples: 256.0, ips: 884.46623 samples/s, eta: 10:16:37 [2025/07/20 14:22:33] openrec INFO: epoch: [2/40], global_step: 4330, lr: 0.000491, loss: 1.026085, avg_reader_cost: 0.00960 s, 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[2025/07/20 14:23:53] openrec INFO: epoch: [2/40], global_step: 4590, lr: 0.000499, loss: 1.275015, avg_reader_cost: 0.00880 s, avg_batch_cost: 0.28608 s, avg_samples: 256.0, ips: 894.86472 samples/s, eta: 10:15:37 [2025/07/20 14:23:56] openrec INFO: epoch: [2/40], global_step: 4600, lr: 0.000499, loss: 1.086348, avg_reader_cost: 0.00784 s, avg_batch_cost: 0.29843 s, avg_samples: 256.0, ips: 857.81770 samples/s, eta: 10:15:32 [2025/07/20 14:23:59] openrec INFO: epoch: [2/40], global_step: 4610, lr: 0.000499, loss: 0.932727, avg_reader_cost: 0.00837 s, avg_batch_cost: 0.29195 s, avg_samples: 256.0, ips: 876.85901 samples/s, eta: 10:15:26 [2025/07/20 14:24:02] openrec INFO: epoch: [2/40], global_step: 4620, lr: 0.000499, loss: 0.961843, avg_reader_cost: 0.00873 s, avg_batch_cost: 0.29362 s, avg_samples: 256.0, ips: 871.86321 samples/s, eta: 10:15:20 [2025/07/20 14:24:05] openrec INFO: epoch: [2/40], global_step: 4630, lr: 0.000499, loss: 1.198186, avg_reader_cost: 0.00818 s, 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[2025/07/20 14:25:42] openrec INFO: epoch: [2/40], global_step: 4960, lr: 0.000500, loss: 0.766613, avg_reader_cost: 0.00742 s, avg_batch_cost: 0.29715 s, avg_samples: 256.0, ips: 861.50983 samples/s, eta: 10:12:03 [2025/07/20 14:25:45] openrec INFO: epoch: [2/40], global_step: 4970, lr: 0.000500, loss: 0.914684, avg_reader_cost: 0.00755 s, avg_batch_cost: 0.29302 s, avg_samples: 256.0, ips: 873.65386 samples/s, eta: 10:11:57 [2025/07/20 14:25:48] openrec INFO: epoch: [2/40], global_step: 4980, lr: 0.000500, loss: 1.014423, avg_reader_cost: 0.00708 s, avg_batch_cost: 0.29215 s, avg_samples: 256.0, ips: 876.25069 samples/s, eta: 10:11:51 [2025/07/20 14:25:51] openrec INFO: epoch: [2/40], global_step: 4990, lr: 0.000500, loss: 1.142797, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.29307 s, avg_samples: 256.0, ips: 873.49949 samples/s, eta: 10:11:46 [2025/07/20 14:25:53] openrec INFO: epoch: [2/40], global_step: 5000, lr: 0.000500, loss: 0.959755, avg_reader_cost: 0.00868 s, 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0.000500, loss: 0.880252, avg_reader_cost: 0.01037 s, avg_batch_cost: 0.29530 s, avg_samples: 256.0, ips: 866.91701 samples/s, eta: 10:12:22 [2025/07/20 14:26:24] openrec INFO: epoch: [2/40], global_step: 5090, lr: 0.000500, loss: 0.847875, avg_reader_cost: 0.00710 s, avg_batch_cost: 0.29480 s, avg_samples: 256.0, ips: 868.37419 samples/s, eta: 10:12:17 [2025/07/20 14:26:26] openrec INFO: epoch: [2/40], global_step: 5100, lr: 0.000500, loss: 0.803197, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.29852 s, avg_samples: 256.0, ips: 857.55304 samples/s, eta: 10:12:12 [2025/07/20 14:26:29] openrec INFO: epoch: [2/40], global_step: 5110, lr: 0.000500, loss: 0.930602, avg_reader_cost: 0.00742 s, avg_batch_cost: 0.29334 s, avg_samples: 256.0, ips: 872.71761 samples/s, eta: 10:12:07 [2025/07/20 14:26:32] openrec INFO: epoch: [2/40], global_step: 5120, lr: 0.000500, loss: 1.097712, avg_reader_cost: 0.00691 s, avg_batch_cost: 0.29089 s, avg_samples: 256.0, ips: 880.04484 samples/s, eta: 10:12:01 [2025/07/20 14:26:35] openrec INFO: epoch: [2/40], global_step: 5130, lr: 0.000500, loss: 1.066955, avg_reader_cost: 0.00742 s, avg_batch_cost: 0.28949 s, avg_samples: 256.0, ips: 884.30758 samples/s, eta: 10:11:54 [2025/07/20 14:26:38] openrec INFO: epoch: [2/40], global_step: 5140, lr: 0.000500, loss: 0.861474, avg_reader_cost: 0.00794 s, avg_batch_cost: 0.29494 s, avg_samples: 256.0, ips: 867.97225 samples/s, eta: 10:11:49 [2025/07/20 14:26:41] openrec INFO: epoch: [2/40], global_step: 5150, lr: 0.000500, loss: 0.793604, avg_reader_cost: 0.01091 s, avg_batch_cost: 0.29441 s, avg_samples: 256.0, ips: 869.53310 samples/s, eta: 10:11:44 [2025/07/20 14:26:44] openrec INFO: epoch: [2/40], global_step: 5160, lr: 0.000500, loss: 0.743555, avg_reader_cost: 0.00824 s, avg_batch_cost: 0.29478 s, avg_samples: 256.0, ips: 868.44190 samples/s, eta: 10:11:39 [2025/07/20 14:26:47] openrec INFO: epoch: [2/40], global_step: 5170, lr: 0.000500, loss: 0.805902, avg_reader_cost: 0.00783 s, 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global_step: 5220, lr: 0.000500, loss: 0.938163, avg_reader_cost: 0.00787 s, avg_batch_cost: 0.29698 s, avg_samples: 256.0, ips: 862.01403 samples/s, eta: 10:11:02 [2025/07/20 14:27:05] openrec INFO: epoch: [2/40], global_step: 5230, lr: 0.000500, loss: 0.903022, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.29643 s, avg_samples: 256.0, ips: 863.60164 samples/s, eta: 10:10:57 [2025/07/20 14:27:07] openrec INFO: epoch: [2/40], global_step: 5240, lr: 0.000500, loss: 0.920960, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.29024 s, avg_samples: 256.0, ips: 882.04264 samples/s, eta: 10:10:51 [2025/07/20 14:27:10] openrec INFO: epoch: [2/40], global_step: 5250, lr: 0.000500, loss: 0.914134, avg_reader_cost: 0.01068 s, avg_batch_cost: 0.29522 s, avg_samples: 256.0, ips: 867.15603 samples/s, eta: 10:10:46 [2025/07/20 14:27:13] openrec INFO: epoch: [2/40], global_step: 5260, lr: 0.000500, loss: 0.835954, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.29155 s, avg_samples: 256.0, ips: 878.07918 samples/s, eta: 10:10:40 [2025/07/20 14:27:16] openrec INFO: epoch: [2/40], global_step: 5270, lr: 0.000500, loss: 0.788710, avg_reader_cost: 0.00830 s, avg_batch_cost: 0.29753 s, avg_samples: 256.0, ips: 860.41424 samples/s, eta: 10:10:36 [2025/07/20 14:27:19] openrec INFO: epoch: [2/40], global_step: 5280, lr: 0.000500, loss: 0.833766, avg_reader_cost: 0.00724 s, avg_batch_cost: 0.29307 s, avg_samples: 256.0, ips: 873.50461 samples/s, eta: 10:10:31 [2025/07/20 14:27:22] openrec INFO: epoch: [2/40], global_step: 5290, lr: 0.000500, loss: 0.911844, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.29665 s, avg_samples: 256.0, ips: 862.97467 samples/s, eta: 10:10:26 [2025/07/20 14:27:25] openrec INFO: epoch: [2/40], global_step: 5300, lr: 0.000500, loss: 0.887650, avg_reader_cost: 0.00823 s, avg_batch_cost: 0.29546 s, avg_samples: 256.0, ips: 866.44251 samples/s, eta: 10:10:21 [2025/07/20 14:27:28] openrec INFO: epoch: [2/40], global_step: 5310, lr: 0.000500, loss: 0.782986, avg_reader_cost: 0.00898 s, avg_batch_cost: 0.29624 s, avg_samples: 256.0, ips: 864.15927 samples/s, eta: 10:10:16 [2025/07/20 14:27:31] openrec INFO: epoch: [2/40], global_step: 5320, lr: 0.000500, loss: 0.789442, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.29232 s, avg_samples: 256.0, ips: 875.76463 samples/s, eta: 10:10:11 [2025/07/20 14:27:34] openrec INFO: epoch: [2/40], global_step: 5330, lr: 0.000500, loss: 0.976353, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.28605 s, avg_samples: 256.0, ips: 894.94729 samples/s, eta: 10:10:04 [2025/07/20 14:27:37] openrec INFO: epoch: [2/40], global_step: 5340, lr: 0.000500, loss: 1.094545, avg_reader_cost: 0.00911 s, avg_batch_cost: 0.29104 s, avg_samples: 256.0, ips: 879.60687 samples/s, eta: 10:09:58 [2025/07/20 14:27:40] openrec INFO: epoch: [2/40], global_step: 5350, lr: 0.000500, loss: 1.179189, avg_reader_cost: 0.00688 s, avg_batch_cost: 0.28543 s, avg_samples: 256.0, ips: 896.88296 samples/s, eta: 10:09:51 [2025/07/20 14:27:43] openrec INFO: epoch: [2/40], global_step: 5360, lr: 0.000500, loss: 1.181645, avg_reader_cost: 0.00726 s, avg_batch_cost: 0.28949 s, avg_samples: 256.0, ips: 884.29942 samples/s, eta: 10:09:45 [2025/07/20 14:27:46] openrec INFO: epoch: [2/40], global_step: 5370, lr: 0.000500, loss: 1.216817, avg_reader_cost: 0.00900 s, avg_batch_cost: 0.28796 s, avg_samples: 256.0, ips: 888.99733 samples/s, eta: 10:09:38 [2025/07/20 14:27:48] openrec INFO: epoch: [2/40], global_step: 5380, lr: 0.000500, loss: 1.237524, avg_reader_cost: 0.00828 s, avg_batch_cost: 0.29707 s, avg_samples: 256.0, ips: 861.74422 samples/s, eta: 10:09:34 [2025/07/20 14:27:51] openrec INFO: epoch: [2/40], global_step: 5390, lr: 0.000500, loss: 1.075188, avg_reader_cost: 0.01058 s, avg_batch_cost: 0.29528 s, avg_samples: 256.0, ips: 866.96958 samples/s, eta: 10:09:29 [2025/07/20 14:27:54] openrec INFO: epoch: [2/40], global_step: 5400, lr: 0.000500, loss: 1.032244, avg_reader_cost: 0.00840 s, avg_batch_cost: 0.29227 s, 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[2025/07/20 14:28:24] openrec INFO: epoch: [2/40], global_step: 5500, lr: 0.000500, loss: 0.894875, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.29165 s, avg_samples: 256.0, ips: 877.76829 samples/s, eta: 10:08:31 [2025/07/20 14:28:27] openrec INFO: cur metric, acc: 0.8058774823318468, norm_edit_dis: 0.9378496151328223, num_samples: 7248, fps: 2686.2158169992044 [2025/07/20 14:28:28] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 14:28:28] openrec INFO: best metric, acc: 0.8058774823318468, norm_edit_dis: 0.9378496151328223, num_samples: 7248, fps: 2686.2158169992044, best_epoch: 2 [2025/07/20 14:28:31] openrec INFO: epoch: [2/40], global_step: 5510, lr: 0.000500, loss: 0.992740, avg_reader_cost: 0.39357 s, avg_batch_cost: 0.67745 s, avg_samples: 256.0, ips: 377.88755 samples/s, eta: 10:09:50 [2025/07/20 14:28:33] openrec INFO: epoch: [2/40], global_step: 5520, lr: 0.000500, loss: 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14:28:48] openrec INFO: epoch: [2/40], global_step: 5570, lr: 0.000500, loss: 1.003517, avg_reader_cost: 0.00914 s, avg_batch_cost: 0.29154 s, avg_samples: 256.0, ips: 878.10747 samples/s, eta: 10:09:20 [2025/07/20 14:28:51] openrec INFO: epoch: [2/40], global_step: 5580, lr: 0.000500, loss: 1.169439, avg_reader_cost: 0.00802 s, avg_batch_cost: 0.29032 s, avg_samples: 256.0, ips: 881.79571 samples/s, eta: 10:09:14 [2025/07/20 14:28:54] openrec INFO: epoch: [2/40], global_step: 5590, lr: 0.000500, loss: 1.152991, avg_reader_cost: 0.00840 s, avg_batch_cost: 0.28909 s, avg_samples: 256.0, ips: 885.54734 samples/s, eta: 10:09:08 [2025/07/20 14:28:57] openrec INFO: epoch: [2/40], global_step: 5600, lr: 0.000500, loss: 0.945167, avg_reader_cost: 0.00852 s, avg_batch_cost: 0.30245 s, avg_samples: 256.0, ips: 846.43060 samples/s, eta: 10:09:05 [2025/07/20 14:29:00] openrec INFO: epoch: [2/40], global_step: 5610, lr: 0.000500, loss: 0.887206, avg_reader_cost: 0.01074 s, avg_batch_cost: 0.29658 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0.000500, loss: 0.803639, avg_reader_cost: 0.01018 s, avg_batch_cost: 0.30097 s, avg_samples: 256.0, ips: 850.57548 samples/s, eta: 10:08:35 [2025/07/20 14:29:18] openrec INFO: epoch: [2/40], global_step: 5670, lr: 0.000500, loss: 0.823354, avg_reader_cost: 0.00920 s, avg_batch_cost: 0.28549 s, avg_samples: 256.0, ips: 896.71481 samples/s, eta: 10:08:28 [2025/07/20 14:29:21] openrec INFO: epoch: [2/40], global_step: 5680, lr: 0.000500, loss: 0.934851, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.29707 s, avg_samples: 256.0, ips: 861.74767 samples/s, eta: 10:08:24 [2025/07/20 14:29:24] openrec INFO: epoch: [2/40], global_step: 5690, lr: 0.000500, loss: 0.728961, avg_reader_cost: 0.00910 s, avg_batch_cost: 0.29839 s, avg_samples: 256.0, ips: 857.95019 samples/s, eta: 10:08:20 [2025/07/20 14:29:27] openrec INFO: epoch: [2/40], global_step: 5700, lr: 0.000500, loss: 0.741964, avg_reader_cost: 0.01189 s, avg_batch_cost: 0.29293 s, avg_samples: 256.0, ips: 873.94256 samples/s, eta: 10:08:15 [2025/07/20 14:29:29] openrec INFO: epoch: [2/40], global_step: 5710, lr: 0.000500, loss: 0.869693, avg_reader_cost: 0.00998 s, avg_batch_cost: 0.28805 s, avg_samples: 256.0, ips: 888.73244 samples/s, eta: 10:08:08 [2025/07/20 14:29:32] openrec INFO: epoch: [2/40], global_step: 5720, lr: 0.000500, loss: 0.800350, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.29522 s, avg_samples: 256.0, ips: 867.14112 samples/s, eta: 10:08:04 [2025/07/20 14:29:35] openrec INFO: epoch: [2/40], global_step: 5730, lr: 0.000500, loss: 0.769548, avg_reader_cost: 0.01176 s, avg_batch_cost: 0.30417 s, avg_samples: 256.0, ips: 841.62613 samples/s, eta: 10:08:01 [2025/07/20 14:29:39] openrec INFO: epoch: [2/40], global_step: 5740, lr: 0.000500, loss: 0.769548, avg_reader_cost: 0.01271 s, avg_batch_cost: 0.30423 s, avg_samples: 256.0, ips: 841.47173 samples/s, eta: 10:07:58 [2025/07/20 14:29:42] openrec INFO: epoch: [2/40], global_step: 5750, lr: 0.000500, loss: 0.779227, avg_reader_cost: 0.01232 s, 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global_step: 5800, lr: 0.000500, loss: 0.840261, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.29653 s, avg_samples: 256.0, ips: 863.32688 samples/s, eta: 10:07:30 [2025/07/20 14:29:59] openrec INFO: epoch: [2/40], global_step: 5810, lr: 0.000500, loss: 0.745301, avg_reader_cost: 0.01047 s, avg_batch_cost: 0.29946 s, avg_samples: 256.0, ips: 854.87413 samples/s, eta: 10:07:26 [2025/07/20 14:30:02] openrec INFO: epoch: [2/40], global_step: 5820, lr: 0.000500, loss: 0.784269, avg_reader_cost: 0.00793 s, avg_batch_cost: 0.29622 s, avg_samples: 256.0, ips: 864.21546 samples/s, eta: 10:07:21 [2025/07/20 14:30:05] openrec INFO: epoch: [2/40], global_step: 5830, lr: 0.000500, loss: 0.803690, avg_reader_cost: 0.00868 s, avg_batch_cost: 0.29809 s, avg_samples: 256.0, ips: 858.78728 samples/s, eta: 10:07:17 [2025/07/20 14:30:08] openrec INFO: epoch: [2/40], global_step: 5840, lr: 0.000500, loss: 0.777075, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.29622 s, avg_samples: 256.0, ips: 864.22631 samples/s, eta: 10:07:13 [2025/07/20 14:30:11] openrec INFO: epoch: [2/40], global_step: 5850, lr: 0.000500, loss: 0.725617, avg_reader_cost: 0.00896 s, avg_batch_cost: 0.30755 s, avg_samples: 256.0, ips: 832.38085 samples/s, eta: 10:07:11 [2025/07/20 14:30:14] openrec INFO: epoch: [2/40], global_step: 5860, lr: 0.000500, loss: 0.683870, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.29853 s, avg_samples: 256.0, ips: 857.53887 samples/s, eta: 10:07:07 [2025/07/20 14:30:17] openrec INFO: epoch: [2/40], global_step: 5870, lr: 0.000500, loss: 0.720688, avg_reader_cost: 0.00820 s, avg_batch_cost: 0.29570 s, avg_samples: 256.0, ips: 865.73148 samples/s, eta: 10:07:02 [2025/07/20 14:30:20] openrec INFO: epoch: [2/40], global_step: 5880, lr: 0.000500, loss: 0.724702, avg_reader_cost: 0.00992 s, avg_batch_cost: 0.30040 s, avg_samples: 256.0, ips: 852.18714 samples/s, eta: 10:06:58 [2025/07/20 14:30:23] openrec INFO: epoch: [2/40], global_step: 5890, lr: 0.000500, loss: 0.814891, avg_reader_cost: 0.00954 s, avg_batch_cost: 0.28921 s, avg_samples: 256.0, ips: 885.17305 samples/s, eta: 10:06:53 [2025/07/20 14:30:26] openrec INFO: epoch: [2/40], global_step: 5900, lr: 0.000500, loss: 0.751949, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.30028 s, avg_samples: 256.0, ips: 852.54968 samples/s, eta: 10:06:49 [2025/07/20 14:30:29] openrec INFO: epoch: [2/40], global_step: 5910, lr: 0.000500, loss: 0.680710, avg_reader_cost: 0.00894 s, avg_batch_cost: 0.29333 s, avg_samples: 256.0, ips: 872.72278 samples/s, eta: 10:06:44 [2025/07/20 14:30:32] openrec INFO: epoch: [2/40], global_step: 5920, lr: 0.000500, loss: 0.730684, avg_reader_cost: 0.01061 s, avg_batch_cost: 0.29962 s, avg_samples: 256.0, ips: 854.41625 samples/s, eta: 10:06:40 [2025/07/20 14:30:35] openrec INFO: epoch: [2/40], global_step: 5930, lr: 0.000500, loss: 0.823489, avg_reader_cost: 0.00916 s, avg_batch_cost: 0.28861 s, avg_samples: 256.0, ips: 887.01754 samples/s, eta: 10:06:34 [2025/07/20 14:30:38] openrec INFO: epoch: [2/40], global_step: 5940, lr: 0.000500, loss: 0.874809, avg_reader_cost: 0.00819 s, avg_batch_cost: 0.29517 s, avg_samples: 256.0, ips: 867.30544 samples/s, eta: 10:06:30 [2025/07/20 14:30:41] openrec INFO: epoch: [2/40], global_step: 5950, lr: 0.000500, loss: 0.731379, avg_reader_cost: 0.00887 s, avg_batch_cost: 0.29552 s, avg_samples: 256.0, ips: 866.26796 samples/s, eta: 10:06:25 [2025/07/20 14:30:44] openrec INFO: epoch: [2/40], global_step: 5960, lr: 0.000500, loss: 0.781230, avg_reader_cost: 0.01168 s, avg_batch_cost: 0.29260 s, avg_samples: 256.0, ips: 874.92579 samples/s, eta: 10:06:20 [2025/07/20 14:30:47] openrec INFO: epoch: [2/40], global_step: 5970, lr: 0.000500, loss: 0.815079, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.30183 s, avg_samples: 256.0, ips: 848.16564 samples/s, eta: 10:06:17 [2025/07/20 14:30:50] openrec INFO: epoch: [2/40], global_step: 5980, lr: 0.000500, loss: 0.735091, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.29416 s, avg_samples: 256.0, ips: 870.28418 samples/s, eta: 10:06:12 [2025/07/20 14:30:53] openrec INFO: epoch: [2/40], global_step: 5990, lr: 0.000500, loss: 0.714453, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.29843 s, avg_samples: 256.0, ips: 857.83682 samples/s, eta: 10:06:08 [2025/07/20 14:30:56] openrec INFO: epoch: [2/40], global_step: 6000, lr: 0.000500, loss: 0.766036, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.29465 s, avg_samples: 256.0, ips: 868.83514 samples/s, eta: 10:06:03 [2025/07/20 14:30:59] openrec INFO: cur metric, acc: 0.8192604845208878, norm_edit_dis: 0.9416117976134009, num_samples: 7248, fps: 2676.278697024977 [2025/07/20 14:31:00] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 14:31:00] openrec INFO: best metric, acc: 0.8192604845208878, norm_edit_dis: 0.9416117976134009, num_samples: 7248, fps: 2676.278697024977, best_epoch: 2 [2025/07/20 14:31:03] openrec INFO: epoch: [2/40], global_step: 6010, lr: 0.000500, loss: 0.826180, avg_reader_cost: 0.40220 s, avg_batch_cost: 0.68657 s, avg_samples: 256.0, ips: 372.86559 samples/s, eta: 10:07:17 [2025/07/20 14:31:05] openrec INFO: epoch: [2/40], global_step: 6020, lr: 0.000500, loss: 1.186850, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.28339 s, avg_samples: 256.0, ips: 903.35810 samples/s, eta: 10:07:10 [2025/07/20 14:31:08] openrec INFO: epoch: [2/40], global_step: 6030, lr: 0.000500, loss: 1.249145, avg_reader_cost: 0.00845 s, avg_batch_cost: 0.29518 s, avg_samples: 256.0, ips: 867.27833 samples/s, eta: 10:07:05 [2025/07/20 14:31:11] openrec INFO: epoch: [2/40], global_step: 6040, lr: 0.000500, loss: 0.860690, avg_reader_cost: 0.01052 s, avg_batch_cost: 0.29786 s, avg_samples: 256.0, ips: 859.45798 samples/s, eta: 10:07:01 [2025/07/20 14:31:14] openrec INFO: epoch: [2/40], global_step: 6050, lr: 0.000500, loss: 0.863228, avg_reader_cost: 0.00860 s, avg_batch_cost: 0.29089 s, avg_samples: 256.0, 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avg_reader_cost: 0.00799 s, avg_batch_cost: 0.29741 s, avg_samples: 256.0, ips: 860.75436 samples/s, eta: 10:06:31 [2025/07/20 14:31:32] openrec INFO: epoch: [2/40], global_step: 6110, lr: 0.000500, loss: 0.770632, avg_reader_cost: 0.00864 s, avg_batch_cost: 0.30371 s, avg_samples: 256.0, ips: 842.89643 samples/s, eta: 10:06:28 [2025/07/20 14:31:35] openrec INFO: epoch: [2/40], global_step: 6120, lr: 0.000500, loss: 0.815289, avg_reader_cost: 0.00904 s, avg_batch_cost: 0.29491 s, avg_samples: 256.0, ips: 868.04874 samples/s, eta: 10:06:23 [2025/07/20 14:31:38] openrec INFO: epoch: [2/40], global_step: 6130, lr: 0.000500, loss: 0.763881, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.29639 s, avg_samples: 256.0, ips: 863.71973 samples/s, eta: 10:06:19 [2025/07/20 14:31:41] openrec INFO: epoch: [2/40], global_step: 6140, lr: 0.000500, loss: 0.734565, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.29643 s, avg_samples: 256.0, ips: 863.59955 samples/s, eta: 10:06:15 [2025/07/20 14:31:44] openrec INFO: epoch: [2/40], global_step: 6150, lr: 0.000500, loss: 0.916347, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.28757 s, avg_samples: 256.0, ips: 890.21065 samples/s, eta: 10:06:08 [2025/07/20 14:31:47] openrec INFO: epoch: [2/40], global_step: 6160, lr: 0.000500, loss: 0.930317, avg_reader_cost: 0.00785 s, avg_batch_cost: 0.29117 s, avg_samples: 256.0, ips: 879.21541 samples/s, eta: 10:06:03 [2025/07/20 14:31:50] openrec INFO: epoch: [2/40], global_step: 6170, lr: 0.000500, loss: 0.751791, avg_reader_cost: 0.00838 s, avg_batch_cost: 0.29870 s, avg_samples: 256.0, ips: 857.03818 samples/s, eta: 10:05:59 [2025/07/20 14:31:53] openrec INFO: epoch: [2/40], global_step: 6180, lr: 0.000500, loss: 0.793519, avg_reader_cost: 0.00811 s, avg_batch_cost: 0.28637 s, avg_samples: 256.0, ips: 893.95809 samples/s, eta: 10:05:53 [2025/07/20 14:31:56] openrec INFO: epoch: [2/40], global_step: 6190, lr: 0.000500, loss: 0.759934, avg_reader_cost: 0.00814 s, avg_batch_cost: 0.29883 s, 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0.000500, loss: 0.959382, avg_reader_cost: 0.00906 s, avg_batch_cost: 0.29263 s, avg_samples: 256.0, ips: 874.82285 samples/s, eta: 10:05:25 [2025/07/20 14:32:13] openrec INFO: epoch: [2/40], global_step: 6250, lr: 0.000500, loss: 0.853816, avg_reader_cost: 0.01142 s, avg_batch_cost: 0.30510 s, avg_samples: 256.0, ips: 839.07122 samples/s, eta: 10:05:22 [2025/07/20 14:32:16] openrec INFO: epoch: [2/40], global_step: 6260, lr: 0.000500, loss: 0.842076, avg_reader_cost: 0.01073 s, avg_batch_cost: 0.29285 s, avg_samples: 256.0, ips: 874.16604 samples/s, eta: 10:05:17 [2025/07/20 14:32:19] openrec INFO: epoch: [2/40], global_step: 6270, lr: 0.000500, loss: 1.009110, avg_reader_cost: 0.00900 s, avg_batch_cost: 0.28733 s, avg_samples: 256.0, ips: 890.95383 samples/s, eta: 10:05:11 [2025/07/20 14:32:22] openrec INFO: epoch: [2/40], global_step: 6280, lr: 0.000500, loss: 0.926899, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.29535 s, avg_samples: 256.0, ips: 866.76690 samples/s, eta: 10:05:06 [2025/07/20 14:32:25] openrec INFO: epoch: [2/40], global_step: 6290, lr: 0.000500, loss: 0.699118, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.30034 s, avg_samples: 256.0, ips: 852.35701 samples/s, eta: 10:05:03 [2025/07/20 14:32:28] openrec INFO: epoch: [2/40], global_step: 6300, lr: 0.000500, loss: 0.646323, avg_reader_cost: 0.00822 s, avg_batch_cost: 0.29661 s, avg_samples: 256.0, ips: 863.08968 samples/s, eta: 10:04:58 [2025/07/20 14:32:33] openrec INFO: cur metric, acc: 0.8189845463314231, norm_edit_dis: 0.9465443454157921, num_samples: 7248, fps: 1913.9361812156417 [2025/07/20 14:32:33] openrec INFO: best metric, acc: 0.8192604845208878, norm_edit_dis: 0.9416117976134009, num_samples: 7248, fps: 2676.278697024977, best_epoch: 2 [2025/07/20 14:32:34] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 14:32:38] openrec INFO: epoch: [3/40], global_step: 6310, lr: 0.000500, loss: 0.654667, avg_reader_cost: 0.72901 s, avg_batch_cost: 1.01701 s, avg_samples: 256.0, ips: 251.71742 samples/s, eta: 10:07:11 [2025/07/20 14:32:41] openrec INFO: epoch: [3/40], global_step: 6320, lr: 0.000500, loss: 0.692729, avg_reader_cost: 0.00823 s, avg_batch_cost: 0.28935 s, avg_samples: 256.0, ips: 884.73063 samples/s, eta: 10:07:05 [2025/07/20 14:32:44] openrec INFO: epoch: [3/40], global_step: 6330, lr: 0.000500, loss: 0.732018, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.29098 s, avg_samples: 256.0, ips: 879.78878 samples/s, eta: 10:06:59 [2025/07/20 14:32:47] openrec INFO: epoch: [3/40], global_step: 6340, lr: 0.000500, loss: 0.783993, avg_reader_cost: 0.00993 s, avg_batch_cost: 0.29367 s, avg_samples: 256.0, ips: 871.74117 samples/s, eta: 10:06:54 [2025/07/20 14:32:50] openrec INFO: epoch: [3/40], global_step: 6350, lr: 0.000500, loss: 0.756786, avg_reader_cost: 0.01218 s, avg_batch_cost: 0.29174 s, avg_samples: 256.0, ips: 877.49986 samples/s, eta: 10:06:49 [2025/07/20 14:32:53] openrec INFO: epoch: [3/40], global_step: 6360, lr: 0.000500, loss: 0.742939, avg_reader_cost: 0.00875 s, avg_batch_cost: 0.29182 s, avg_samples: 256.0, ips: 877.26464 samples/s, eta: 10:06:43 [2025/07/20 14:32:56] openrec INFO: epoch: [3/40], global_step: 6370, lr: 0.000500, loss: 0.729504, avg_reader_cost: 0.01024 s, avg_batch_cost: 0.28518 s, avg_samples: 256.0, ips: 897.69128 samples/s, eta: 10:06:37 [2025/07/20 14:32:59] openrec INFO: epoch: [3/40], global_step: 6380, lr: 0.000500, loss: 0.702156, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.30380 s, avg_samples: 256.0, ips: 842.66953 samples/s, eta: 10:06:34 [2025/07/20 14:33:02] openrec INFO: epoch: [3/40], global_step: 6390, lr: 0.000500, loss: 0.668684, avg_reader_cost: 0.00926 s, avg_batch_cost: 0.30154 s, avg_samples: 256.0, ips: 848.98924 samples/s, eta: 10:06:30 [2025/07/20 14:33:05] openrec INFO: epoch: [3/40], global_step: 6400, lr: 0.000500, loss: 0.680013, avg_reader_cost: 0.00898 s, avg_batch_cost: 0.29890 s, avg_samples: 256.0, ips: 856.48765 samples/s, eta: 10:06:26 [2025/07/20 14:33:08] openrec INFO: epoch: [3/40], global_step: 6410, lr: 0.000500, loss: 0.780641, avg_reader_cost: 0.00857 s, avg_batch_cost: 0.28568 s, avg_samples: 256.0, ips: 896.11499 samples/s, eta: 10:06:20 [2025/07/20 14:33:11] openrec INFO: epoch: [3/40], global_step: 6420, lr: 0.000500, loss: 0.931280, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.29614 s, avg_samples: 256.0, ips: 864.44680 samples/s, eta: 10:06:15 [2025/07/20 14:33:14] openrec INFO: epoch: [3/40], global_step: 6430, lr: 0.000500, loss: 0.650267, avg_reader_cost: 0.01123 s, avg_batch_cost: 0.29815 s, avg_samples: 256.0, ips: 858.62549 samples/s, eta: 10:06:11 [2025/07/20 14:33:17] openrec INFO: epoch: [3/40], global_step: 6440, lr: 0.000500, loss: 0.900731, avg_reader_cost: 0.00985 s, avg_batch_cost: 0.29366 s, avg_samples: 256.0, ips: 871.74740 samples/s, eta: 10:06:06 [2025/07/20 14:33:20] openrec INFO: epoch: [3/40], global_step: 6450, lr: 0.000500, loss: 1.016110, avg_reader_cost: 0.01010 s, avg_batch_cost: 0.29619 s, avg_samples: 256.0, ips: 864.31160 samples/s, eta: 10:06:01 [2025/07/20 14:33:23] openrec INFO: epoch: [3/40], global_step: 6460, lr: 0.000500, loss: 0.776792, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.30042 s, avg_samples: 256.0, ips: 852.12634 samples/s, eta: 10:05:58 [2025/07/20 14:33:26] openrec INFO: epoch: [3/40], global_step: 6470, lr: 0.000500, loss: 0.788148, avg_reader_cost: 0.01107 s, avg_batch_cost: 0.30058 s, avg_samples: 256.0, ips: 851.67681 samples/s, eta: 10:05:54 [2025/07/20 14:33:29] openrec INFO: epoch: [3/40], global_step: 6480, lr: 0.000500, loss: 0.799982, avg_reader_cost: 0.01023 s, avg_batch_cost: 0.29676 s, avg_samples: 256.0, ips: 862.63793 samples/s, eta: 10:05:50 [2025/07/20 14:33:31] openrec INFO: epoch: [3/40], global_step: 6490, lr: 0.000500, loss: 0.893711, avg_reader_cost: 0.00867 s, avg_batch_cost: 0.28527 s, avg_samples: 256.0, ips: 897.39643 samples/s, eta: 10:05:43 [2025/07/20 14:33:35] openrec INFO: epoch: [3/40], global_step: 6500, lr: 0.000500, loss: 0.779984, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.30033 s, avg_samples: 256.0, ips: 852.39429 samples/s, eta: 10:05:39 [2025/07/20 14:33:38] openrec INFO: cur metric, acc: 0.8257450319733098, norm_edit_dis: 0.9454465338279971, num_samples: 7248, fps: 2690.7489198835165 [2025/07/20 14:33:38] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 14:33:38] openrec INFO: best metric, acc: 0.8257450319733098, norm_edit_dis: 0.9454465338279971, num_samples: 7248, fps: 2690.7489198835165, best_epoch: 3 [2025/07/20 14:33:41] openrec INFO: epoch: [3/40], global_step: 6510, lr: 0.000500, loss: 0.744360, avg_reader_cost: 0.39222 s, avg_batch_cost: 0.66776 s, avg_samples: 256.0, ips: 383.36998 samples/s, eta: 10:06:43 [2025/07/20 14:33:44] openrec INFO: epoch: [3/40], global_step: 6520, lr: 0.000500, loss: 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14:33:59] openrec INFO: epoch: [3/40], global_step: 6570, lr: 0.000500, loss: 0.666489, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.29839 s, avg_samples: 256.0, ips: 857.94203 samples/s, eta: 10:06:14 [2025/07/20 14:34:02] openrec INFO: epoch: [3/40], global_step: 6580, lr: 0.000500, loss: 0.685713, avg_reader_cost: 0.01065 s, avg_batch_cost: 0.29172 s, avg_samples: 256.0, ips: 877.55946 samples/s, eta: 10:06:09 [2025/07/20 14:34:05] openrec INFO: epoch: [3/40], global_step: 6590, lr: 0.000500, loss: 0.755986, avg_reader_cost: 0.00828 s, avg_batch_cost: 0.29712 s, avg_samples: 256.0, ips: 861.61172 samples/s, eta: 10:06:04 [2025/07/20 14:34:08] openrec INFO: epoch: [3/40], global_step: 6600, lr: 0.000500, loss: 0.709843, avg_reader_cost: 0.01300 s, avg_batch_cost: 0.29794 s, avg_samples: 256.0, ips: 859.24752 samples/s, eta: 10:06:00 [2025/07/20 14:34:11] openrec INFO: epoch: [3/40], global_step: 6610, lr: 0.000500, loss: 0.712838, avg_reader_cost: 0.00872 s, avg_batch_cost: 0.29368 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[2025/07/20 14:34:40] openrec INFO: epoch: [3/40], global_step: 6710, lr: 0.000500, loss: 0.852340, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.29262 s, avg_samples: 256.0, ips: 874.84709 samples/s, eta: 10:05:06 [2025/07/20 14:34:43] openrec INFO: epoch: [3/40], global_step: 6720, lr: 0.000500, loss: 0.835158, avg_reader_cost: 0.00931 s, avg_batch_cost: 0.29837 s, avg_samples: 256.0, ips: 857.99667 samples/s, eta: 10:05:02 [2025/07/20 14:34:46] openrec INFO: epoch: [3/40], global_step: 6730, lr: 0.000500, loss: 0.790994, avg_reader_cost: 0.00815 s, avg_batch_cost: 0.28952 s, avg_samples: 256.0, ips: 884.20708 samples/s, eta: 10:04:56 [2025/07/20 14:34:49] openrec INFO: epoch: [3/40], global_step: 6740, lr: 0.000500, loss: 0.690674, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.30691 s, avg_samples: 256.0, ips: 834.11333 samples/s, eta: 10:04:54 [2025/07/20 14:34:52] openrec INFO: epoch: [3/40], global_step: 6750, lr: 0.000500, loss: 0.654823, avg_reader_cost: 0.01538 s, 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openrec INFO: epoch: [3/40], global_step: 6940, lr: 0.000500, loss: 0.759796, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.29187 s, avg_samples: 256.0, ips: 877.09229 samples/s, eta: 10:03:18 [2025/07/20 14:35:51] openrec INFO: epoch: [3/40], global_step: 6950, lr: 0.000500, loss: 0.750786, avg_reader_cost: 0.00792 s, avg_batch_cost: 0.29377 s, avg_samples: 256.0, ips: 871.42910 samples/s, eta: 10:03:13 [2025/07/20 14:35:54] openrec INFO: epoch: [3/40], global_step: 6960, lr: 0.000500, loss: 0.683263, avg_reader_cost: 0.00821 s, avg_batch_cost: 0.29932 s, avg_samples: 256.0, ips: 855.27868 samples/s, eta: 10:03:09 [2025/07/20 14:35:57] openrec INFO: epoch: [3/40], global_step: 6970, lr: 0.000500, loss: 0.663497, avg_reader_cost: 0.01115 s, avg_batch_cost: 0.29346 s, avg_samples: 256.0, ips: 872.36514 samples/s, eta: 10:03:05 [2025/07/20 14:36:00] openrec INFO: epoch: [3/40], global_step: 6980, lr: 0.000500, loss: 0.649643, avg_reader_cost: 0.00820 s, avg_batch_cost: 0.30228 s, 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openrec INFO: epoch: [3/40], global_step: 7110, lr: 0.000500, loss: 0.707879, avg_reader_cost: 0.00781 s, avg_batch_cost: 0.28730 s, avg_samples: 256.0, ips: 891.04262 samples/s, eta: 10:03:03 [2025/07/20 14:36:45] openrec INFO: epoch: [3/40], global_step: 7120, lr: 0.000500, loss: 0.817090, avg_reader_cost: 0.00859 s, avg_batch_cost: 0.28735 s, avg_samples: 256.0, ips: 890.90999 samples/s, eta: 10:02:57 [2025/07/20 14:36:48] openrec INFO: epoch: [3/40], global_step: 7130, lr: 0.000500, loss: 0.817090, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.29317 s, avg_samples: 256.0, ips: 873.21272 samples/s, eta: 10:02:52 [2025/07/20 14:36:51] openrec INFO: epoch: [3/40], global_step: 7140, lr: 0.000500, loss: 0.902544, avg_reader_cost: 0.00709 s, avg_batch_cost: 0.29411 s, avg_samples: 256.0, ips: 870.42450 samples/s, eta: 10:02:47 [2025/07/20 14:36:54] openrec INFO: epoch: [3/40], global_step: 7150, lr: 0.000500, loss: 0.771347, avg_reader_cost: 0.00794 s, avg_batch_cost: 0.29494 s, 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[2025/07/20 14:37:23] openrec INFO: epoch: [3/40], global_step: 7250, lr: 0.000499, loss: 0.736090, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.29045 s, avg_samples: 256.0, ips: 881.40194 samples/s, eta: 10:01:49 [2025/07/20 14:37:26] openrec INFO: epoch: [3/40], global_step: 7260, lr: 0.000499, loss: 0.711211, avg_reader_cost: 0.00783 s, avg_batch_cost: 0.30111 s, avg_samples: 256.0, ips: 850.20122 samples/s, eta: 10:01:46 [2025/07/20 14:37:29] openrec INFO: epoch: [3/40], global_step: 7270, lr: 0.000499, loss: 0.632015, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.29132 s, avg_samples: 256.0, ips: 878.75914 samples/s, eta: 10:01:41 [2025/07/20 14:37:32] openrec INFO: epoch: [3/40], global_step: 7280, lr: 0.000499, loss: 0.622165, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.29802 s, avg_samples: 256.0, ips: 858.99882 samples/s, eta: 10:01:37 [2025/07/20 14:37:35] openrec INFO: epoch: [3/40], global_step: 7290, lr: 0.000499, loss: 0.590859, avg_reader_cost: 0.00835 s, 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samples/s, eta: 10:00:47 [2025/07/20 14:38:04] openrec INFO: epoch: [3/40], global_step: 7390, lr: 0.000499, loss: 0.749509, avg_reader_cost: 0.00933 s, avg_batch_cost: 0.29407 s, avg_samples: 256.0, ips: 870.52767 samples/s, eta: 10:00:43 [2025/07/20 14:38:07] openrec INFO: epoch: [3/40], global_step: 7400, lr: 0.000499, loss: 0.848593, avg_reader_cost: 0.00682 s, avg_batch_cost: 0.28697 s, avg_samples: 256.0, ips: 892.07651 samples/s, eta: 10:00:37 [2025/07/20 14:38:10] openrec INFO: epoch: [3/40], global_step: 7410, lr: 0.000499, loss: 0.848593, avg_reader_cost: 0.00758 s, avg_batch_cost: 0.29520 s, avg_samples: 256.0, ips: 867.20310 samples/s, eta: 10:00:32 [2025/07/20 14:38:13] openrec INFO: epoch: [3/40], global_step: 7420, lr: 0.000499, loss: 0.620715, avg_reader_cost: 0.00892 s, avg_batch_cost: 0.29738 s, avg_samples: 256.0, ips: 860.83951 samples/s, eta: 10:00:28 [2025/07/20 14:38:16] openrec INFO: epoch: [3/40], global_step: 7430, lr: 0.000499, loss: 0.614699, 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openrec INFO: epoch: [3/40], global_step: 7480, lr: 0.000499, loss: 0.744434, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.30110 s, avg_samples: 256.0, ips: 850.22182 samples/s, eta: 10:00:00 [2025/07/20 14:38:33] openrec INFO: epoch: [3/40], global_step: 7490, lr: 0.000499, loss: 0.648109, avg_reader_cost: 0.01225 s, avg_batch_cost: 0.29338 s, avg_samples: 256.0, ips: 872.58761 samples/s, eta: 9:59:55 [2025/07/20 14:38:36] openrec INFO: epoch: [3/40], global_step: 7500, lr: 0.000499, loss: 0.646985, avg_reader_cost: 0.00886 s, avg_batch_cost: 0.29436 s, avg_samples: 256.0, ips: 869.69080 samples/s, eta: 9:59:50 [2025/07/20 14:38:40] openrec INFO: cur metric, acc: 0.8603752747511378, norm_edit_dis: 0.9572459221134517, num_samples: 7248, fps: 2689.5398503392767 [2025/07/20 14:38:40] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 14:38:40] openrec INFO: best metric, acc: 0.8603752747511378, 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INFO: epoch: [3/40], global_step: 7690, lr: 0.000499, loss: 0.670268, avg_reader_cost: 0.00772 s, avg_batch_cost: 0.28806 s, avg_samples: 256.0, ips: 888.69956 samples/s, eta: 9:59:18 [2025/07/20 14:39:39] openrec INFO: epoch: [3/40], global_step: 7700, lr: 0.000499, loss: 0.792166, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.28515 s, avg_samples: 256.0, ips: 897.76198 samples/s, eta: 9:59:12 [2025/07/20 14:39:42] openrec INFO: epoch: [3/40], global_step: 7710, lr: 0.000499, loss: 0.682816, avg_reader_cost: 0.00715 s, avg_batch_cost: 0.29830 s, avg_samples: 256.0, ips: 858.20371 samples/s, eta: 9:59:08 [2025/07/20 14:39:45] openrec INFO: epoch: [3/40], global_step: 7720, lr: 0.000499, loss: 0.601167, avg_reader_cost: 0.00987 s, avg_batch_cost: 0.29888 s, avg_samples: 256.0, ips: 856.54046 samples/s, eta: 9:59:04 [2025/07/20 14:39:48] openrec INFO: epoch: [3/40], global_step: 7730, lr: 0.000499, loss: 0.591247, avg_reader_cost: 0.00728 s, avg_batch_cost: 0.28844 s, avg_samples: 256.0, 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INFO: epoch: [3/40], global_step: 7830, lr: 0.000499, loss: 0.914376, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.28776 s, avg_samples: 256.0, ips: 889.61655 samples/s, eta: 9:58:11 [2025/07/20 14:40:20] openrec INFO: epoch: [3/40], global_step: 7840, lr: 0.000499, loss: 0.683464, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.30354 s, avg_samples: 256.0, ips: 843.38377 samples/s, eta: 9:58:08 [2025/07/20 14:40:23] openrec INFO: epoch: [3/40], global_step: 7850, lr: 0.000499, loss: 0.711057, avg_reader_cost: 0.00796 s, avg_batch_cost: 0.28393 s, avg_samples: 256.0, ips: 901.61723 samples/s, eta: 9:58:02 [2025/07/20 14:40:26] openrec INFO: epoch: [3/40], global_step: 7860, lr: 0.000499, loss: 0.790486, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.29558 s, avg_samples: 256.0, ips: 866.10054 samples/s, eta: 9:57:58 [2025/07/20 14:40:29] openrec INFO: epoch: [3/40], global_step: 7870, lr: 0.000499, loss: 0.695728, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.29121 s, avg_samples: 256.0, 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avg_reader_cost: 0.00790 s, avg_batch_cost: 0.29598 s, avg_samples: 256.0, ips: 864.93710 samples/s, eta: 9:57:28 [2025/07/20 14:40:46] openrec INFO: epoch: [3/40], global_step: 7930, lr: 0.000499, loss: 0.665372, avg_reader_cost: 0.00703 s, avg_batch_cost: 0.28748 s, avg_samples: 256.0, ips: 890.49925 samples/s, eta: 9:57:22 [2025/07/20 14:40:49] openrec INFO: epoch: [3/40], global_step: 7940, lr: 0.000499, loss: 0.841138, avg_reader_cost: 0.01209 s, avg_batch_cost: 0.29176 s, avg_samples: 256.0, ips: 877.44235 samples/s, eta: 9:57:18 [2025/07/20 14:40:52] openrec INFO: epoch: [3/40], global_step: 7950, lr: 0.000499, loss: 0.788829, avg_reader_cost: 0.00886 s, avg_batch_cost: 0.29083 s, avg_samples: 256.0, ips: 880.24172 samples/s, eta: 9:57:13 [2025/07/20 14:40:55] openrec INFO: epoch: [3/40], global_step: 7960, lr: 0.000499, loss: 0.908123, avg_reader_cost: 0.00705 s, avg_batch_cost: 0.28898 s, avg_samples: 256.0, ips: 885.86676 samples/s, eta: 9:57:07 [2025/07/20 14:40:58] openrec INFO: epoch: [3/40], global_step: 7970, lr: 0.000499, loss: 0.869524, avg_reader_cost: 0.00836 s, avg_batch_cost: 0.29083 s, avg_samples: 256.0, ips: 880.23984 samples/s, eta: 9:57:02 [2025/07/20 14:41:01] openrec INFO: epoch: [3/40], global_step: 7980, lr: 0.000499, loss: 0.824425, avg_reader_cost: 0.00957 s, avg_batch_cost: 0.28827 s, avg_samples: 256.0, ips: 888.06913 samples/s, eta: 9:56:57 [2025/07/20 14:41:04] openrec INFO: epoch: [3/40], global_step: 7990, lr: 0.000499, loss: 0.878859, avg_reader_cost: 0.00711 s, avg_batch_cost: 0.28695 s, avg_samples: 256.0, ips: 892.14492 samples/s, eta: 9:56:52 [2025/07/20 14:41:07] openrec INFO: epoch: [3/40], global_step: 8000, lr: 0.000499, loss: 0.668808, avg_reader_cost: 0.00808 s, avg_batch_cost: 0.29720 s, avg_samples: 256.0, ips: 861.36746 samples/s, eta: 9:56:48 [2025/07/20 14:41:10] openrec INFO: cur metric, acc: 0.8558222946249693, norm_edit_dis: 0.9569851259823862, num_samples: 7248, fps: 2693.6905465468 [2025/07/20 14:41:10] openrec INFO: best metric, acc: 0.8603752747511378, norm_edit_dis: 0.9572459221134517, num_samples: 7248, fps: 2689.5398503392767, best_epoch: 3 [2025/07/20 14:41:13] openrec INFO: epoch: [3/40], global_step: 8010, lr: 0.000499, loss: 0.644362, avg_reader_cost: 0.35546 s, avg_batch_cost: 0.64388 s, avg_samples: 256.0, ips: 397.58993 samples/s, eta: 9:57:35 [2025/07/20 14:41:16] openrec INFO: epoch: [3/40], global_step: 8020, lr: 0.000499, loss: 0.762218, avg_reader_cost: 0.01222 s, avg_batch_cost: 0.28642 s, avg_samples: 256.0, ips: 893.78538 samples/s, eta: 9:57:29 [2025/07/20 14:41:19] openrec INFO: epoch: [3/40], global_step: 8030, lr: 0.000499, loss: 0.725823, avg_reader_cost: 0.00730 s, avg_batch_cost: 0.29591 s, avg_samples: 256.0, ips: 865.12073 samples/s, eta: 9:57:25 [2025/07/20 14:41:22] openrec INFO: epoch: [3/40], global_step: 8040, lr: 0.000499, loss: 0.649700, avg_reader_cost: 0.00678 s, avg_batch_cost: 0.28713 s, avg_samples: 256.0, ips: 891.57977 samples/s, eta: 9:57:20 [2025/07/20 14:41:25] openrec INFO: epoch: [3/40], global_step: 8050, lr: 0.000499, loss: 0.643766, avg_reader_cost: 0.00724 s, avg_batch_cost: 0.29214 s, avg_samples: 256.0, ips: 876.28280 samples/s, eta: 9:57:15 [2025/07/20 14:41:28] openrec INFO: epoch: [3/40], global_step: 8060, lr: 0.000499, loss: 0.596392, avg_reader_cost: 0.00819 s, avg_batch_cost: 0.29454 s, avg_samples: 256.0, ips: 869.14402 samples/s, eta: 9:57:10 [2025/07/20 14:41:31] openrec INFO: epoch: [3/40], global_step: 8070, lr: 0.000499, loss: 0.621684, avg_reader_cost: 0.00880 s, avg_batch_cost: 0.29707 s, avg_samples: 256.0, ips: 861.73536 samples/s, eta: 9:57:06 [2025/07/20 14:41:33] openrec INFO: epoch: [3/40], global_step: 8080, lr: 0.000499, loss: 0.629412, avg_reader_cost: 0.00659 s, avg_batch_cost: 0.29115 s, avg_samples: 256.0, ips: 879.26286 samples/s, eta: 9:57:02 [2025/07/20 14:41:36] openrec INFO: epoch: [3/40], global_step: 8090, lr: 0.000499, loss: 0.792684, avg_reader_cost: 0.00796 s, avg_batch_cost: 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[2025/07/20 14:42:06] openrec INFO: epoch: [3/40], global_step: 8190, lr: 0.000499, loss: 0.758062, avg_reader_cost: 0.00709 s, avg_batch_cost: 0.29577 s, avg_samples: 256.0, ips: 865.52722 samples/s, eta: 9:56:09 [2025/07/20 14:42:09] openrec INFO: epoch: [3/40], global_step: 8200, lr: 0.000499, loss: 0.686039, avg_reader_cost: 0.00833 s, avg_batch_cost: 0.29369 s, avg_samples: 256.0, ips: 871.67288 samples/s, eta: 9:56:05 [2025/07/20 14:42:11] openrec INFO: epoch: [3/40], global_step: 8210, lr: 0.000499, loss: 0.705266, avg_reader_cost: 0.00777 s, avg_batch_cost: 0.28939 s, avg_samples: 256.0, ips: 884.63266 samples/s, eta: 9:56:00 [2025/07/20 14:42:14] openrec INFO: epoch: [3/40], global_step: 8220, lr: 0.000499, loss: 0.800743, avg_reader_cost: 0.00788 s, avg_batch_cost: 0.28781 s, avg_samples: 256.0, ips: 889.46563 samples/s, eta: 9:55:54 [2025/07/20 14:42:17] openrec INFO: epoch: [3/40], global_step: 8230, lr: 0.000499, loss: 0.828059, avg_reader_cost: 0.00870 s, avg_batch_cost: 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[2025/07/20 14:42:46] openrec INFO: epoch: [3/40], global_step: 8330, lr: 0.000499, loss: 0.783769, avg_reader_cost: 0.00783 s, avg_batch_cost: 0.28928 s, avg_samples: 256.0, ips: 884.95565 samples/s, eta: 9:55:02 [2025/07/20 14:42:49] openrec INFO: epoch: [3/40], global_step: 8340, lr: 0.000499, loss: 0.795640, avg_reader_cost: 0.00764 s, avg_batch_cost: 0.28842 s, avg_samples: 256.0, ips: 887.57956 samples/s, eta: 9:54:57 [2025/07/20 14:42:52] openrec INFO: epoch: [3/40], global_step: 8350, lr: 0.000499, loss: 0.673770, avg_reader_cost: 0.00820 s, avg_batch_cost: 0.29361 s, avg_samples: 256.0, ips: 871.89471 samples/s, eta: 9:54:52 [2025/07/20 14:42:55] openrec INFO: epoch: [3/40], global_step: 8360, lr: 0.000499, loss: 0.642834, avg_reader_cost: 0.00712 s, avg_batch_cost: 0.28899 s, avg_samples: 256.0, ips: 885.83943 samples/s, eta: 9:54:47 [2025/07/20 14:42:58] openrec INFO: epoch: [3/40], global_step: 8370, lr: 0.000499, loss: 0.654691, avg_reader_cost: 0.00733 s, avg_batch_cost: 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[2025/07/20 14:43:27] openrec INFO: epoch: [3/40], global_step: 8470, lr: 0.000499, loss: 0.608876, avg_reader_cost: 0.00897 s, avg_batch_cost: 0.29088 s, avg_samples: 256.0, ips: 880.08884 samples/s, eta: 9:53:55 [2025/07/20 14:43:30] openrec INFO: epoch: [3/40], global_step: 8480, lr: 0.000499, loss: 0.589829, avg_reader_cost: 0.00739 s, avg_batch_cost: 0.29517 s, avg_samples: 256.0, ips: 867.28869 samples/s, eta: 9:53:51 [2025/07/20 14:43:33] openrec INFO: epoch: [3/40], global_step: 8490, lr: 0.000499, loss: 0.548137, avg_reader_cost: 0.00727 s, avg_batch_cost: 0.29471 s, avg_samples: 256.0, ips: 868.63875 samples/s, eta: 9:53:47 [2025/07/20 14:43:36] openrec INFO: epoch: [3/40], global_step: 8500, lr: 0.000499, loss: 0.601278, avg_reader_cost: 0.00916 s, avg_batch_cost: 0.28958 s, avg_samples: 256.0, ips: 884.03011 samples/s, eta: 9:53:42 [2025/07/20 14:43:40] openrec INFO: cur metric, acc: 0.8769315661190238, norm_edit_dis: 0.9630436349527312, num_samples: 7248, fps: 2698.428562641017 [2025/07/20 14:43:40] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 14:43:40] openrec INFO: best metric, acc: 0.8769315661190238, norm_edit_dis: 0.9630436349527312, num_samples: 7248, fps: 2698.428562641017, best_epoch: 3 [2025/07/20 14:43:43] openrec INFO: epoch: [3/40], global_step: 8510, lr: 0.000499, loss: 0.642218, avg_reader_cost: 0.38380 s, avg_batch_cost: 0.66689 s, avg_samples: 256.0, ips: 383.87026 samples/s, eta: 9:54:29 [2025/07/20 14:43:46] openrec INFO: epoch: [3/40], global_step: 8520, lr: 0.000499, loss: 0.605854, avg_reader_cost: 0.00805 s, avg_batch_cost: 0.29783 s, avg_samples: 256.0, ips: 859.55148 samples/s, eta: 9:54:25 [2025/07/20 14:43:49] openrec INFO: epoch: [3/40], global_step: 8530, lr: 0.000499, loss: 0.610466, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.28974 s, avg_samples: 256.0, ips: 883.54513 samples/s, eta: 9:54:20 [2025/07/20 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avg_samples: 256.0, ips: 868.11927 samples/s, eta: 9:50:52 [2025/07/20 14:46:10] openrec INFO: cur metric, acc: 0.8689293586245456, norm_edit_dis: 0.9617376879322059, num_samples: 7248, fps: 2695.6269220108247 [2025/07/20 14:46:10] openrec INFO: best metric, acc: 0.8769315661190238, norm_edit_dis: 0.9630436349527312, num_samples: 7248, fps: 2698.428562641017, best_epoch: 3 [2025/07/20 14:46:13] openrec INFO: epoch: [3/40], global_step: 9010, lr: 0.000498, loss: 0.589314, avg_reader_cost: 0.36454 s, avg_batch_cost: 0.64160 s, avg_samples: 256.0, ips: 399.00225 samples/s, eta: 9:51:33 [2025/07/20 14:46:16] openrec INFO: epoch: [3/40], global_step: 9020, lr: 0.000498, loss: 0.600623, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.29828 s, avg_samples: 256.0, ips: 858.25646 samples/s, eta: 9:51:29 [2025/07/20 14:46:19] openrec INFO: epoch: [3/40], global_step: 9030, lr: 0.000498, loss: 0.623740, avg_reader_cost: 0.00831 s, avg_batch_cost: 0.29031 s, avg_samples: 256.0, ips: 881.82786 samples/s, eta: 9:51:24 [2025/07/20 14:46:22] openrec INFO: epoch: [3/40], global_step: 9040, lr: 0.000498, loss: 0.628472, avg_reader_cost: 0.00925 s, avg_batch_cost: 0.28890 s, avg_samples: 256.0, ips: 886.12498 samples/s, eta: 9:51:19 [2025/07/20 14:46:25] openrec INFO: epoch: [3/40], global_step: 9050, lr: 0.000498, loss: 0.593696, avg_reader_cost: 0.00780 s, avg_batch_cost: 0.29554 s, avg_samples: 256.0, ips: 866.20451 samples/s, eta: 9:51:15 [2025/07/20 14:46:28] openrec INFO: epoch: [3/40], global_step: 9060, lr: 0.000498, loss: 0.621179, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.29001 s, avg_samples: 256.0, ips: 882.71454 samples/s, eta: 9:51:10 [2025/07/20 14:46:31] openrec INFO: epoch: [3/40], global_step: 9070, lr: 0.000498, loss: 0.601584, avg_reader_cost: 0.00896 s, avg_batch_cost: 0.29130 s, avg_samples: 256.0, ips: 878.83207 samples/s, eta: 9:51:06 [2025/07/20 14:46:34] openrec INFO: epoch: [3/40], global_step: 9080, lr: 0.000498, loss: 0.519155, avg_reader_cost: 0.00758 s, avg_batch_cost: 0.29139 s, avg_samples: 256.0, ips: 878.55969 samples/s, eta: 9:51:01 [2025/07/20 14:46:36] openrec INFO: epoch: [3/40], global_step: 9090, lr: 0.000498, loss: 0.498620, avg_reader_cost: 0.00771 s, avg_batch_cost: 0.29752 s, avg_samples: 256.0, ips: 860.44217 samples/s, eta: 9:50:57 [2025/07/20 14:46:39] openrec INFO: epoch: [3/40], global_step: 9100, lr: 0.000498, loss: 0.571008, avg_reader_cost: 0.01044 s, avg_batch_cost: 0.28548 s, avg_samples: 256.0, ips: 896.73413 samples/s, eta: 9:50:52 [2025/07/20 14:46:42] openrec INFO: epoch: [3/40], global_step: 9110, lr: 0.000498, loss: 0.647282, avg_reader_cost: 0.00735 s, avg_batch_cost: 0.29357 s, avg_samples: 256.0, ips: 872.01622 samples/s, eta: 9:50:48 [2025/07/20 14:46:45] openrec INFO: epoch: [3/40], global_step: 9120, lr: 0.000498, loss: 0.617962, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.29787 s, avg_samples: 256.0, ips: 859.42647 samples/s, eta: 9:50:44 [2025/07/20 14:46:48] openrec INFO: epoch: [3/40], global_step: 9130, lr: 0.000498, loss: 0.707297, avg_reader_cost: 0.00751 s, avg_batch_cost: 0.28795 s, avg_samples: 256.0, ips: 889.04496 samples/s, eta: 9:50:39 [2025/07/20 14:46:51] openrec INFO: epoch: [3/40], global_step: 9140, lr: 0.000498, loss: 0.865598, avg_reader_cost: 0.00743 s, avg_batch_cost: 0.28756 s, avg_samples: 256.0, ips: 890.24527 samples/s, eta: 9:50:34 [2025/07/20 14:46:54] openrec INFO: epoch: [3/40], global_step: 9150, lr: 0.000498, loss: 0.734306, avg_reader_cost: 0.00820 s, avg_batch_cost: 0.28606 s, avg_samples: 256.0, ips: 894.93155 samples/s, eta: 9:50:29 [2025/07/20 14:46:57] openrec INFO: epoch: [3/40], global_step: 9160, lr: 0.000498, loss: 0.634392, avg_reader_cost: 0.00902 s, avg_batch_cost: 0.29059 s, avg_samples: 256.0, ips: 880.96501 samples/s, eta: 9:50:24 [2025/07/20 14:47:00] openrec INFO: epoch: [3/40], global_step: 9170, lr: 0.000498, loss: 0.625391, avg_reader_cost: 0.01063 s, avg_batch_cost: 0.29413 s, avg_samples: 256.0, ips: 870.35458 samples/s, eta: 9:50:20 [2025/07/20 14:47:03] openrec INFO: epoch: [3/40], global_step: 9180, lr: 0.000498, loss: 0.544577, avg_reader_cost: 0.00790 s, avg_batch_cost: 0.29553 s, avg_samples: 256.0, ips: 866.23372 samples/s, eta: 9:50:16 [2025/07/20 14:47:06] openrec INFO: epoch: [3/40], global_step: 9190, lr: 0.000498, loss: 0.555975, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.29431 s, avg_samples: 256.0, ips: 869.81803 samples/s, eta: 9:50:12 [2025/07/20 14:47:09] openrec INFO: epoch: [3/40], global_step: 9200, lr: 0.000498, loss: 0.632487, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.29487 s, avg_samples: 256.0, ips: 868.18672 samples/s, eta: 9:50:08 [2025/07/20 14:47:12] openrec INFO: epoch: [3/40], global_step: 9210, lr: 0.000498, loss: 0.639803, avg_reader_cost: 0.00798 s, avg_batch_cost: 0.29098 s, avg_samples: 256.0, ips: 879.78835 samples/s, eta: 9:50:03 [2025/07/20 14:47:15] openrec INFO: epoch: [3/40], global_step: 9220, lr: 0.000498, loss: 0.595378, avg_reader_cost: 0.00707 s, avg_batch_cost: 0.29597 s, avg_samples: 256.0, ips: 864.94010 samples/s, eta: 9:49:59 [2025/07/20 14:47:18] openrec INFO: epoch: [3/40], global_step: 9230, lr: 0.000498, loss: 0.587472, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.29633 s, avg_samples: 256.0, ips: 863.91411 samples/s, eta: 9:49:55 [2025/07/20 14:47:20] openrec INFO: epoch: [3/40], global_step: 9240, lr: 0.000498, loss: 0.598836, avg_reader_cost: 0.00751 s, avg_batch_cost: 0.28978 s, avg_samples: 256.0, ips: 883.41675 samples/s, eta: 9:49:51 [2025/07/20 14:47:23] openrec INFO: epoch: [3/40], global_step: 9250, lr: 0.000498, loss: 0.538589, avg_reader_cost: 0.00704 s, avg_batch_cost: 0.30021 s, avg_samples: 256.0, ips: 852.72660 samples/s, eta: 9:49:47 [2025/07/20 14:47:26] openrec INFO: epoch: [3/40], global_step: 9260, lr: 0.000498, loss: 0.513094, avg_reader_cost: 0.01061 s, avg_batch_cost: 0.29463 s, avg_samples: 256.0, ips: 868.89638 samples/s, eta: 9:49:43 [2025/07/20 14:47:29] openrec INFO: epoch: [3/40], global_step: 9270, lr: 0.000498, loss: 0.538659, avg_reader_cost: 0.00753 s, avg_batch_cost: 0.29146 s, avg_samples: 256.0, ips: 878.33776 samples/s, eta: 9:49:39 [2025/07/20 14:47:32] openrec INFO: epoch: [3/40], global_step: 9280, lr: 0.000498, loss: 0.541102, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.29322 s, avg_samples: 256.0, ips: 873.07774 samples/s, eta: 9:49:34 [2025/07/20 14:47:35] openrec INFO: epoch: [3/40], global_step: 9290, lr: 0.000498, loss: 0.480130, avg_reader_cost: 0.00751 s, avg_batch_cost: 0.29656 s, avg_samples: 256.0, ips: 863.22020 samples/s, eta: 9:49:31 [2025/07/20 14:47:38] openrec INFO: epoch: [3/40], global_step: 9300, lr: 0.000498, loss: 0.544565, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.28836 s, avg_samples: 256.0, ips: 887.77586 samples/s, eta: 9:49:26 [2025/07/20 14:47:41] openrec INFO: epoch: [3/40], global_step: 9310, lr: 0.000498, loss: 0.545213, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.30217 s, avg_samples: 256.0, ips: 847.20564 samples/s, eta: 9:49:23 [2025/07/20 14:47:44] openrec INFO: epoch: [3/40], global_step: 9320, lr: 0.000498, loss: 0.507539, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.29273 s, avg_samples: 256.0, ips: 874.51883 samples/s, eta: 9:49:18 [2025/07/20 14:47:47] openrec INFO: epoch: [3/40], global_step: 9330, lr: 0.000498, loss: 0.583763, avg_reader_cost: 0.01254 s, avg_batch_cost: 0.29727 s, avg_samples: 256.0, ips: 861.15620 samples/s, eta: 9:49:15 [2025/07/20 14:47:50] openrec INFO: epoch: [3/40], global_step: 9340, lr: 0.000498, loss: 0.588780, avg_reader_cost: 0.00685 s, avg_batch_cost: 0.28597 s, avg_samples: 256.0, ips: 895.20224 samples/s, eta: 9:49:09 [2025/07/20 14:47:53] openrec INFO: epoch: [3/40], global_step: 9350, lr: 0.000498, loss: 0.568651, avg_reader_cost: 0.00811 s, avg_batch_cost: 0.29424 s, avg_samples: 256.0, ips: 870.05224 samples/s, eta: 9:49:05 [2025/07/20 14:47:56] openrec INFO: epoch: [3/40], global_step: 9360, lr: 0.000498, loss: 0.541578, avg_reader_cost: 0.00708 s, avg_batch_cost: 0.29012 s, avg_samples: 256.0, ips: 882.40776 samples/s, eta: 9:49:01 [2025/07/20 14:47:59] openrec INFO: epoch: [3/40], global_step: 9370, lr: 0.000498, loss: 0.781266, avg_reader_cost: 0.00786 s, avg_batch_cost: 0.28603 s, avg_samples: 256.0, ips: 894.99876 samples/s, eta: 9:48:55 [2025/07/20 14:48:02] openrec INFO: epoch: [3/40], global_step: 9380, lr: 0.000498, loss: 0.684247, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.29462 s, avg_samples: 256.0, ips: 868.90137 samples/s, eta: 9:48:51 [2025/07/20 14:48:05] openrec INFO: epoch: [3/40], global_step: 9390, lr: 0.000498, loss: 0.565899, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.29601 s, avg_samples: 256.0, ips: 864.83971 samples/s, eta: 9:48:47 [2025/07/20 14:48:07] openrec INFO: epoch: [3/40], global_step: 9400, lr: 0.000498, loss: 0.527913, avg_reader_cost: 0.00745 s, avg_batch_cost: 0.29123 s, avg_samples: 256.0, ips: 879.03633 samples/s, eta: 9:48:43 [2025/07/20 14:48:10] openrec INFO: epoch: [3/40], global_step: 9410, lr: 0.000498, loss: 0.554920, avg_reader_cost: 0.00674 s, avg_batch_cost: 0.28547 s, avg_samples: 256.0, ips: 896.75892 samples/s, eta: 9:48:38 [2025/07/20 14:48:13] openrec INFO: epoch: [3/40], global_step: 9420, lr: 0.000498, loss: 0.555229, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.29878 s, avg_samples: 256.0, ips: 856.82672 samples/s, eta: 9:48:34 [2025/07/20 14:48:16] openrec INFO: epoch: [3/40], global_step: 9430, lr: 0.000498, loss: 0.522145, avg_reader_cost: 0.00667 s, avg_batch_cost: 0.29554 s, avg_samples: 256.0, ips: 866.21366 samples/s, eta: 9:48:30 [2025/07/20 14:48:19] openrec INFO: epoch: [3/40], global_step: 9440, lr: 0.000498, loss: 0.552066, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.29937 s, avg_samples: 256.0, ips: 855.11909 samples/s, eta: 9:48:27 [2025/07/20 14:48:22] openrec INFO: epoch: [3/40], global_step: 9450, lr: 0.000498, loss: 0.552066, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.28891 s, avg_samples: 256.0, ips: 886.10150 samples/s, eta: 9:48:22 [2025/07/20 14:48:28] openrec INFO: cur metric, acc: 0.8919701974448535, norm_edit_dis: 0.9674315646052318, num_samples: 7248, fps: 1612.6171657390944 [2025/07/20 14:48:28] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 14:48:28] openrec INFO: best metric, acc: 0.8919701974448535, norm_edit_dis: 0.9674315646052318, num_samples: 7248, fps: 1612.6171657390944, best_epoch: 3 [2025/07/20 14:48:29] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 14:48:34] openrec INFO: epoch: [4/40], global_step: 9460, lr: 0.000498, loss: 0.595290, avg_reader_cost: 0.92982 s, avg_batch_cost: 1.21441 s, avg_samples: 256.0, ips: 210.80164 samples/s, eta: 9:50:11 [2025/07/20 14:48:37] openrec INFO: epoch: [4/40], global_step: 9470, lr: 0.000498, loss: 0.566216, avg_reader_cost: 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num_samples: 7248, fps: 1612.6171657390944, best_epoch: 3 [2025/07/20 14:48:53] openrec INFO: epoch: [4/40], global_step: 9510, lr: 0.000498, loss: 0.495654, avg_reader_cost: 0.36340 s, avg_batch_cost: 0.64931 s, avg_samples: 256.0, ips: 394.26609 samples/s, eta: 9:50:36 [2025/07/20 14:48:56] openrec INFO: epoch: [4/40], global_step: 9520, lr: 0.000498, loss: 0.570312, avg_reader_cost: 0.01127 s, avg_batch_cost: 0.29784 s, avg_samples: 256.0, ips: 859.52004 samples/s, eta: 9:50:32 [2025/07/20 14:48:59] openrec INFO: epoch: [4/40], global_step: 9530, lr: 0.000498, loss: 0.614746, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.29412 s, avg_samples: 256.0, ips: 870.39677 samples/s, eta: 9:50:28 [2025/07/20 14:49:02] openrec INFO: epoch: [4/40], global_step: 9540, lr: 0.000498, loss: 0.600876, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.29545 s, avg_samples: 256.0, ips: 866.46565 samples/s, eta: 9:50:24 [2025/07/20 14:49:05] openrec INFO: epoch: [4/40], global_step: 9550, lr: 0.000498, 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norm_edit_dis: 0.9674315646052318, num_samples: 7248, fps: 1612.6171657390944, best_epoch: 3 [2025/07/20 14:51:21] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/iter_latest.pth [2025/07/20 14:51:24] openrec INFO: epoch: [4/40], global_step: 10010, lr: 0.000498, loss: 0.539524, avg_reader_cost: 0.40165 s, avg_batch_cost: 0.68983 s, avg_samples: 256.0, ips: 371.10611 samples/s, eta: 9:47:48 [2025/07/20 14:51:27] openrec INFO: epoch: [4/40], global_step: 10020, lr: 0.000498, loss: 0.571718, avg_reader_cost: 0.00701 s, avg_batch_cost: 0.28402 s, avg_samples: 256.0, ips: 901.33652 samples/s, eta: 9:47:43 [2025/07/20 14:51:30] openrec INFO: epoch: [4/40], global_step: 10030, lr: 0.000498, loss: 0.712480, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.28889 s, avg_samples: 256.0, ips: 886.14421 samples/s, eta: 9:47:38 [2025/07/20 14:51:33] openrec INFO: epoch: [4/40], global_step: 10040, lr: 0.000498, loss: 0.717047, 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[2025/07/20 14:52:28] openrec INFO: epoch: [4/40], global_step: 10230, lr: 0.000497, loss: 0.598765, avg_reader_cost: 0.00812 s, avg_batch_cost: 0.28747 s, avg_samples: 256.0, ips: 890.51255 samples/s, eta: 9:46:09 [2025/07/20 14:52:31] openrec INFO: epoch: [4/40], global_step: 10240, lr: 0.000497, loss: 0.598765, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.29422 s, avg_samples: 256.0, ips: 870.09384 samples/s, eta: 9:46:04 [2025/07/20 14:52:34] openrec INFO: epoch: [4/40], global_step: 10250, lr: 0.000497, loss: 0.563323, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.29510 s, avg_samples: 256.0, ips: 867.51699 samples/s, eta: 9:46:00 [2025/07/20 14:52:37] openrec INFO: epoch: [4/40], global_step: 10260, lr: 0.000497, loss: 0.559441, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.29181 s, avg_samples: 256.0, ips: 877.28807 samples/s, eta: 9:45:56 [2025/07/20 14:52:40] openrec INFO: epoch: [4/40], global_step: 10270, lr: 0.000497, loss: 0.606670, avg_reader_cost: 0.00937 s, 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openrec INFO: epoch: [4/40], global_step: 10460, lr: 0.000497, loss: 0.537402, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.28710 s, avg_samples: 256.0, ips: 891.67817 samples/s, eta: 9:44:29 [2025/07/20 14:53:38] openrec INFO: epoch: [4/40], global_step: 10470, lr: 0.000497, loss: 0.628782, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.29295 s, avg_samples: 256.0, ips: 873.85501 samples/s, eta: 9:44:25 [2025/07/20 14:53:41] openrec INFO: epoch: [4/40], global_step: 10480, lr: 0.000497, loss: 0.588154, avg_reader_cost: 0.00833 s, avg_batch_cost: 0.29115 s, avg_samples: 256.0, ips: 879.28446 samples/s, eta: 9:44:20 [2025/07/20 14:53:44] openrec INFO: epoch: [4/40], global_step: 10490, lr: 0.000497, loss: 0.602586, avg_reader_cost: 0.00812 s, avg_batch_cost: 0.29385 s, avg_samples: 256.0, ips: 871.17888 samples/s, eta: 9:44:16 [2025/07/20 14:53:47] openrec INFO: epoch: [4/40], global_step: 10500, lr: 0.000497, loss: 0.640054, avg_reader_cost: 0.01119 s, avg_batch_cost: 0.29960 s, 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openrec INFO: epoch: [4/40], global_step: 10630, lr: 0.000497, loss: 0.541425, avg_reader_cost: 0.00926 s, avg_batch_cost: 0.28540 s, avg_samples: 256.0, ips: 896.99175 samples/s, eta: 9:43:58 [2025/07/20 14:54:32] openrec INFO: epoch: [4/40], global_step: 10640, lr: 0.000497, loss: 0.732448, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.28956 s, avg_samples: 256.0, ips: 884.08638 samples/s, eta: 9:43:54 [2025/07/20 14:54:35] openrec INFO: epoch: [4/40], global_step: 10650, lr: 0.000497, loss: 0.584447, avg_reader_cost: 0.00794 s, avg_batch_cost: 0.29457 s, avg_samples: 256.0, ips: 869.06382 samples/s, eta: 9:43:50 [2025/07/20 14:54:38] openrec INFO: epoch: [4/40], global_step: 10660, lr: 0.000497, loss: 0.486821, avg_reader_cost: 0.00852 s, avg_batch_cost: 0.29798 s, avg_samples: 256.0, ips: 859.11222 samples/s, eta: 9:43:46 [2025/07/20 14:54:41] openrec INFO: epoch: [4/40], global_step: 10670, lr: 0.000497, loss: 0.486821, avg_reader_cost: 0.00818 s, avg_batch_cost: 0.28976 s, 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[2025/07/20 14:55:10] openrec INFO: epoch: [4/40], global_step: 10770, lr: 0.000497, loss: 0.516504, avg_reader_cost: 0.00723 s, avg_batch_cost: 0.29060 s, avg_samples: 256.0, ips: 880.94564 samples/s, eta: 9:43:01 [2025/07/20 14:55:13] openrec INFO: epoch: [4/40], global_step: 10780, lr: 0.000497, loss: 0.563194, avg_reader_cost: 0.00784 s, avg_batch_cost: 0.28798 s, avg_samples: 256.0, ips: 888.94199 samples/s, eta: 9:42:56 [2025/07/20 14:55:16] openrec INFO: epoch: [4/40], global_step: 10790, lr: 0.000497, loss: 0.549330, avg_reader_cost: 0.00743 s, avg_batch_cost: 0.29220 s, avg_samples: 256.0, ips: 876.12192 samples/s, eta: 9:42:52 [2025/07/20 14:55:19] openrec INFO: epoch: [4/40], global_step: 10800, lr: 0.000497, loss: 0.635290, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.29987 s, avg_samples: 256.0, ips: 853.71592 samples/s, eta: 9:42:48 [2025/07/20 14:55:22] openrec INFO: epoch: [4/40], global_step: 10810, lr: 0.000497, loss: 0.717042, avg_reader_cost: 0.00808 s, 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openrec INFO: epoch: [4/40], global_step: 11000, lr: 0.000497, loss: 0.565897, avg_reader_cost: 0.00809 s, avg_batch_cost: 0.29270 s, avg_samples: 256.0, ips: 874.62247 samples/s, eta: 9:41:25 [2025/07/20 14:56:21] openrec INFO: cur metric, acc: 0.8923841047290506, norm_edit_dis: 0.967751665411537, num_samples: 7248, fps: 2690.4955418331874 [2025/07/20 14:56:22] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 14:56:22] openrec INFO: best metric, acc: 0.8923841047290506, norm_edit_dis: 0.967751665411537, num_samples: 7248, fps: 2690.4955418331874, best_epoch: 4 [2025/07/20 14:56:25] openrec INFO: epoch: [4/40], global_step: 11010, lr: 0.000497, loss: 0.548717, avg_reader_cost: 0.39195 s, avg_batch_cost: 0.67812 s, avg_samples: 256.0, ips: 377.51155 samples/s, eta: 9:42:02 [2025/07/20 14:56:27] openrec INFO: epoch: [4/40], global_step: 11020, lr: 0.000497, loss: 0.559839, avg_reader_cost: 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[4/40], global_step: 11070, lr: 0.000497, loss: 0.508686, avg_reader_cost: 0.00774 s, avg_batch_cost: 0.29871 s, avg_samples: 256.0, ips: 857.02422 samples/s, eta: 9:41:36 [2025/07/20 14:56:45] openrec INFO: epoch: [4/40], global_step: 11080, lr: 0.000497, loss: 0.567455, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.28572 s, avg_samples: 256.0, ips: 895.98585 samples/s, eta: 9:41:31 [2025/07/20 14:56:48] openrec INFO: epoch: [4/40], global_step: 11090, lr: 0.000497, loss: 0.615785, avg_reader_cost: 0.00821 s, avg_batch_cost: 0.29016 s, avg_samples: 256.0, ips: 882.25753 samples/s, eta: 9:41:27 [2025/07/20 14:56:51] openrec INFO: epoch: [4/40], global_step: 11100, lr: 0.000497, loss: 0.545760, avg_reader_cost: 0.00700 s, avg_batch_cost: 0.29203 s, avg_samples: 256.0, ips: 876.61196 samples/s, eta: 9:41:22 [2025/07/20 14:56:54] openrec INFO: epoch: [4/40], global_step: 11110, lr: 0.000497, loss: 0.545544, avg_reader_cost: 0.00790 s, avg_batch_cost: 0.29292 s, avg_samples: 256.0, ips: 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avg_reader_cost: 0.00773 s, avg_batch_cost: 0.29475 s, avg_samples: 256.0, ips: 868.52268 samples/s, eta: 9:40:57 [2025/07/20 14:57:11] openrec INFO: epoch: [4/40], global_step: 11170, lr: 0.000497, loss: 0.486298, avg_reader_cost: 0.00829 s, avg_batch_cost: 0.29177 s, avg_samples: 256.0, ips: 877.40392 samples/s, eta: 9:40:53 [2025/07/20 14:57:14] openrec INFO: epoch: [4/40], global_step: 11180, lr: 0.000497, loss: 0.515722, avg_reader_cost: 0.00747 s, avg_batch_cost: 0.29206 s, avg_samples: 256.0, ips: 876.53095 samples/s, eta: 9:40:49 [2025/07/20 14:57:17] openrec INFO: epoch: [4/40], global_step: 11190, lr: 0.000497, loss: 0.521760, avg_reader_cost: 0.00718 s, avg_batch_cost: 0.29349 s, avg_samples: 256.0, ips: 872.25480 samples/s, eta: 9:40:45 [2025/07/20 14:57:20] openrec INFO: epoch: [4/40], global_step: 11200, lr: 0.000497, loss: 0.576333, avg_reader_cost: 0.00854 s, avg_batch_cost: 0.29388 s, avg_samples: 256.0, ips: 871.09584 samples/s, eta: 9:40:41 [2025/07/20 14:57:23] openrec INFO: epoch: [4/40], global_step: 11210, lr: 0.000496, loss: 0.743865, avg_reader_cost: 0.00835 s, avg_batch_cost: 0.28705 s, avg_samples: 256.0, ips: 891.81555 samples/s, eta: 9:40:36 [2025/07/20 14:57:26] openrec INFO: epoch: [4/40], global_step: 11220, lr: 0.000496, loss: 0.655587, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.28933 s, avg_samples: 256.0, ips: 884.79916 samples/s, eta: 9:40:32 [2025/07/20 14:57:29] openrec INFO: epoch: [4/40], global_step: 11230, lr: 0.000496, loss: 0.579635, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.29390 s, avg_samples: 256.0, ips: 871.04150 samples/s, eta: 9:40:28 [2025/07/20 14:57:32] openrec INFO: epoch: [4/40], global_step: 11240, lr: 0.000496, loss: 0.545658, avg_reader_cost: 0.00785 s, avg_batch_cost: 0.29628 s, avg_samples: 256.0, ips: 864.03535 samples/s, eta: 9:40:24 [2025/07/20 14:57:35] openrec INFO: epoch: [4/40], global_step: 11250, lr: 0.000496, loss: 0.566135, avg_reader_cost: 0.00727 s, avg_batch_cost: 0.28631 s, 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0.000496, loss: 0.500798, avg_reader_cost: 0.00791 s, avg_batch_cost: 0.29699 s, avg_samples: 256.0, ips: 861.98468 samples/s, eta: 9:40:00 [2025/07/20 14:57:52] openrec INFO: epoch: [4/40], global_step: 11310, lr: 0.000496, loss: 0.502897, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.29236 s, avg_samples: 256.0, ips: 875.64458 samples/s, eta: 9:39:56 [2025/07/20 14:57:55] openrec INFO: epoch: [4/40], global_step: 11320, lr: 0.000496, loss: 0.480201, avg_reader_cost: 0.00774 s, avg_batch_cost: 0.29631 s, avg_samples: 256.0, ips: 863.94664 samples/s, eta: 9:39:52 [2025/07/20 14:57:58] openrec INFO: epoch: [4/40], global_step: 11330, lr: 0.000496, loss: 0.524129, avg_reader_cost: 0.00835 s, avg_batch_cost: 0.28999 s, avg_samples: 256.0, ips: 882.79060 samples/s, eta: 9:39:47 [2025/07/20 14:58:01] openrec INFO: epoch: [4/40], global_step: 11340, lr: 0.000496, loss: 0.568656, avg_reader_cost: 0.00848 s, avg_batch_cost: 0.29418 s, avg_samples: 256.0, ips: 870.20941 samples/s, eta: 9:39:43 [2025/07/20 14:58:04] openrec INFO: epoch: [4/40], global_step: 11350, lr: 0.000496, loss: 0.581130, avg_reader_cost: 0.00697 s, avg_batch_cost: 0.29192 s, avg_samples: 256.0, ips: 876.95010 samples/s, eta: 9:39:39 [2025/07/20 14:58:07] openrec INFO: epoch: [4/40], global_step: 11360, lr: 0.000496, loss: 0.518955, avg_reader_cost: 0.00804 s, avg_batch_cost: 0.29831 s, avg_samples: 256.0, ips: 858.17792 samples/s, eta: 9:39:36 [2025/07/20 14:58:10] openrec INFO: epoch: [4/40], global_step: 11370, lr: 0.000496, loss: 0.501966, avg_reader_cost: 0.00793 s, avg_batch_cost: 0.28702 s, avg_samples: 256.0, ips: 891.92779 samples/s, eta: 9:39:31 [2025/07/20 14:58:13] openrec INFO: epoch: [4/40], global_step: 11380, lr: 0.000496, loss: 0.542616, avg_reader_cost: 0.01100 s, avg_batch_cost: 0.29706 s, avg_samples: 256.0, ips: 861.78675 samples/s, eta: 9:39:27 [2025/07/20 14:58:16] openrec INFO: epoch: [4/40], global_step: 11390, lr: 0.000496, loss: 0.552160, avg_reader_cost: 0.00807 s, 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global_step: 11440, lr: 0.000496, loss: 0.545698, avg_reader_cost: 0.00690 s, avg_batch_cost: 0.29655 s, avg_samples: 256.0, ips: 863.26309 samples/s, eta: 9:39:03 [2025/07/20 14:58:34] openrec INFO: epoch: [4/40], global_step: 11450, lr: 0.000496, loss: 0.481792, avg_reader_cost: 0.00847 s, avg_batch_cost: 0.29560 s, avg_samples: 256.0, ips: 866.04040 samples/s, eta: 9:38:59 [2025/07/20 14:58:37] openrec INFO: epoch: [4/40], global_step: 11460, lr: 0.000496, loss: 0.498607, avg_reader_cost: 0.00796 s, avg_batch_cost: 0.29207 s, avg_samples: 256.0, ips: 876.50448 samples/s, eta: 9:38:55 [2025/07/20 14:58:39] openrec INFO: epoch: [4/40], global_step: 11470, lr: 0.000496, loss: 0.525098, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.29515 s, avg_samples: 256.0, ips: 867.34397 samples/s, eta: 9:38:51 [2025/07/20 14:58:42] openrec INFO: epoch: [4/40], global_step: 11480, lr: 0.000496, loss: 0.489845, avg_reader_cost: 0.00973 s, avg_batch_cost: 0.29700 s, avg_samples: 256.0, ips: 861.95880 samples/s, eta: 9:38:48 [2025/07/20 14:58:45] openrec INFO: epoch: [4/40], global_step: 11490, lr: 0.000496, loss: 0.462117, avg_reader_cost: 0.00705 s, avg_batch_cost: 0.28821 s, avg_samples: 256.0, ips: 888.23009 samples/s, eta: 9:38:43 [2025/07/20 14:58:48] openrec INFO: epoch: [4/40], global_step: 11500, lr: 0.000496, loss: 0.565426, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.29203 s, avg_samples: 256.0, ips: 876.61103 samples/s, eta: 9:38:39 [2025/07/20 14:58:52] openrec INFO: cur metric, acc: 0.899006621276205, norm_edit_dis: 0.9696972573950332, num_samples: 7248, fps: 2685.6892230417025 [2025/07/20 14:58:52] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 14:58:52] openrec INFO: best metric, acc: 0.899006621276205, norm_edit_dis: 0.9696972573950332, num_samples: 7248, fps: 2685.6892230417025, best_epoch: 4 [2025/07/20 14:58:55] openrec INFO: epoch: [4/40], global_step: 11510, lr: 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[2025/07/20 14:59:10] openrec INFO: epoch: [4/40], global_step: 11560, lr: 0.000496, loss: 0.466421, avg_reader_cost: 0.00885 s, avg_batch_cost: 0.29983 s, avg_samples: 256.0, ips: 853.81578 samples/s, eta: 9:38:52 [2025/07/20 14:59:13] openrec INFO: epoch: [4/40], global_step: 11570, lr: 0.000496, loss: 0.481970, avg_reader_cost: 0.00864 s, avg_batch_cost: 0.29361 s, avg_samples: 256.0, ips: 871.90760 samples/s, eta: 9:38:48 [2025/07/20 14:59:16] openrec INFO: epoch: [4/40], global_step: 11580, lr: 0.000496, loss: 0.509471, avg_reader_cost: 0.01026 s, avg_batch_cost: 0.29738 s, avg_samples: 256.0, ips: 860.85021 samples/s, eta: 9:38:44 [2025/07/20 14:59:19] openrec INFO: epoch: [4/40], global_step: 11590, lr: 0.000496, loss: 0.443217, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30837 s, avg_samples: 256.0, ips: 830.16116 samples/s, eta: 9:38:42 [2025/07/20 14:59:22] openrec INFO: epoch: [4/40], global_step: 11600, lr: 0.000496, loss: 0.471755, avg_reader_cost: 0.00723 s, 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[2025/07/20 15:00:58] openrec INFO: epoch: [4/40], global_step: 11930, lr: 0.000496, loss: 0.477290, avg_reader_cost: 0.00859 s, avg_batch_cost: 0.28746 s, avg_samples: 256.0, ips: 890.56838 samples/s, eta: 9:36:22 [2025/07/20 15:01:01] openrec INFO: epoch: [4/40], global_step: 11940, lr: 0.000496, loss: 0.606493, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.29345 s, avg_samples: 256.0, ips: 872.36847 samples/s, eta: 9:36:18 [2025/07/20 15:01:04] openrec INFO: epoch: [4/40], global_step: 11950, lr: 0.000496, loss: 0.534502, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.29147 s, avg_samples: 256.0, ips: 878.31915 samples/s, eta: 9:36:14 [2025/07/20 15:01:07] openrec INFO: epoch: [4/40], global_step: 11960, lr: 0.000496, loss: 0.465466, avg_reader_cost: 0.00698 s, avg_batch_cost: 0.29408 s, avg_samples: 256.0, ips: 870.52294 samples/s, eta: 9:36:10 [2025/07/20 15:01:10] openrec INFO: epoch: [4/40], global_step: 11970, lr: 0.000496, loss: 0.502511, avg_reader_cost: 0.00864 s, 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[2025/07/20 15:01:49] openrec INFO: epoch: [4/40], global_step: 12090, lr: 0.000495, loss: 0.478747, avg_reader_cost: 0.00896 s, avg_batch_cost: 0.30510 s, avg_samples: 256.0, ips: 839.05575 samples/s, eta: 9:35:54 [2025/07/20 15:01:52] openrec INFO: epoch: [4/40], global_step: 12100, lr: 0.000495, loss: 0.466853, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.29862 s, avg_samples: 256.0, ips: 857.27890 samples/s, eta: 9:35:50 [2025/07/20 15:01:55] openrec INFO: epoch: [4/40], global_step: 12110, lr: 0.000495, loss: 0.469129, avg_reader_cost: 0.01054 s, avg_batch_cost: 0.29546 s, avg_samples: 256.0, ips: 866.44943 samples/s, eta: 9:35:47 [2025/07/20 15:01:58] openrec INFO: epoch: [4/40], global_step: 12120, lr: 0.000495, loss: 0.468778, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.29499 s, avg_samples: 256.0, ips: 867.81574 samples/s, eta: 9:35:43 [2025/07/20 15:02:01] openrec INFO: epoch: [4/40], global_step: 12130, lr: 0.000495, loss: 0.446253, avg_reader_cost: 0.00725 s, 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openrec INFO: epoch: [4/40], global_step: 12320, lr: 0.000495, loss: 0.482853, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.29686 s, avg_samples: 256.0, ips: 862.36648 samples/s, eta: 9:34:23 [2025/07/20 15:03:00] openrec INFO: epoch: [4/40], global_step: 12330, lr: 0.000495, loss: 0.463685, avg_reader_cost: 0.00831 s, avg_batch_cost: 0.29654 s, avg_samples: 256.0, ips: 863.28939 samples/s, eta: 9:34:20 [2025/07/20 15:03:03] openrec INFO: epoch: [4/40], global_step: 12340, lr: 0.000495, loss: 0.595056, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.28553 s, avg_samples: 256.0, ips: 896.56873 samples/s, eta: 9:34:15 [2025/07/20 15:03:05] openrec INFO: epoch: [4/40], global_step: 12350, lr: 0.000495, loss: 0.787642, avg_reader_cost: 0.00739 s, avg_batch_cost: 0.28487 s, avg_samples: 256.0, ips: 898.65739 samples/s, eta: 9:34:10 [2025/07/20 15:03:08] openrec INFO: epoch: [4/40], global_step: 12360, lr: 0.000495, loss: 0.684847, avg_reader_cost: 0.00727 s, avg_batch_cost: 0.29360 s, 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0.000495, loss: 0.541662, avg_reader_cost: 0.00670 s, avg_batch_cost: 0.29243 s, avg_samples: 256.0, ips: 875.41684 samples/s, eta: 9:33:47 [2025/07/20 15:03:26] openrec INFO: epoch: [4/40], global_step: 12420, lr: 0.000495, loss: 0.539783, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.29775 s, avg_samples: 256.0, ips: 859.77152 samples/s, eta: 9:33:43 [2025/07/20 15:03:29] openrec INFO: epoch: [4/40], global_step: 12430, lr: 0.000495, loss: 0.523943, avg_reader_cost: 0.00934 s, avg_batch_cost: 0.29198 s, avg_samples: 256.0, ips: 876.77022 samples/s, eta: 9:33:39 [2025/07/20 15:03:32] openrec INFO: epoch: [4/40], global_step: 12440, lr: 0.000495, loss: 0.538875, avg_reader_cost: 0.00728 s, avg_batch_cost: 0.29599 s, avg_samples: 256.0, ips: 864.90268 samples/s, eta: 9:33:36 [2025/07/20 15:03:35] openrec INFO: epoch: [4/40], global_step: 12450, lr: 0.000495, loss: 0.565546, avg_reader_cost: 0.00825 s, avg_batch_cost: 0.29267 s, avg_samples: 256.0, ips: 874.69964 samples/s, eta: 9:33:32 [2025/07/20 15:03:38] openrec INFO: epoch: [4/40], global_step: 12460, lr: 0.000495, loss: 0.561797, avg_reader_cost: 0.00796 s, avg_batch_cost: 0.29585 s, avg_samples: 256.0, ips: 865.30207 samples/s, eta: 9:33:28 [2025/07/20 15:03:41] openrec INFO: epoch: [4/40], global_step: 12470, lr: 0.000495, loss: 0.549301, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.28560 s, avg_samples: 256.0, ips: 896.34337 samples/s, eta: 9:33:23 [2025/07/20 15:03:44] openrec INFO: epoch: [4/40], global_step: 12480, lr: 0.000495, loss: 0.534308, avg_reader_cost: 0.00817 s, avg_batch_cost: 0.29609 s, avg_samples: 256.0, ips: 864.59910 samples/s, eta: 9:33:20 [2025/07/20 15:03:47] openrec INFO: epoch: [4/40], global_step: 12490, lr: 0.000495, loss: 0.497328, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.29842 s, avg_samples: 256.0, ips: 857.85258 samples/s, eta: 9:33:16 [2025/07/20 15:03:50] openrec INFO: epoch: [4/40], global_step: 12500, lr: 0.000495, loss: 0.490760, avg_reader_cost: 0.00734 s, avg_batch_cost: 0.29255 s, avg_samples: 256.0, ips: 875.06847 samples/s, eta: 9:33:12 [2025/07/20 15:03:53] openrec INFO: cur metric, acc: 0.9042494468760356, norm_edit_dis: 0.9722864865785399, num_samples: 7248, fps: 2703.1907271560967 [2025/07/20 15:03:53] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 15:03:53] openrec INFO: best metric, acc: 0.9042494468760356, norm_edit_dis: 0.9722864865785399, num_samples: 7248, fps: 2703.1907271560967, best_epoch: 4 [2025/07/20 15:03:56] openrec INFO: epoch: [4/40], global_step: 12510, lr: 0.000495, loss: 0.470904, avg_reader_cost: 0.39688 s, avg_batch_cost: 0.68283 s, avg_samples: 256.0, ips: 374.90955 samples/s, eta: 9:33:44 [2025/07/20 15:03:59] openrec INFO: epoch: [4/40], global_step: 12520, lr: 0.000495, loss: 0.460818, avg_reader_cost: 0.00927 s, avg_batch_cost: 0.29625 s, avg_samples: 256.0, ips: 864.14376 samples/s, eta: 9:33:40 [2025/07/20 15:04:02] openrec INFO: epoch: [4/40], global_step: 12530, lr: 0.000495, loss: 0.478437, avg_reader_cost: 0.00721 s, avg_batch_cost: 0.28552 s, avg_samples: 256.0, ips: 896.61821 samples/s, eta: 9:33:35 [2025/07/20 15:04:05] openrec INFO: epoch: [4/40], global_step: 12540, lr: 0.000495, loss: 0.585616, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.29020 s, avg_samples: 256.0, ips: 882.13815 samples/s, eta: 9:33:31 [2025/07/20 15:04:08] openrec INFO: epoch: [4/40], global_step: 12550, lr: 0.000495, loss: 0.500794, avg_reader_cost: 0.00726 s, avg_batch_cost: 0.29777 s, avg_samples: 256.0, ips: 859.73345 samples/s, eta: 9:33:27 [2025/07/20 15:04:11] openrec INFO: epoch: [4/40], global_step: 12560, lr: 0.000495, loss: 0.474617, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.29837 s, avg_samples: 256.0, ips: 857.98584 samples/s, eta: 9:33:24 [2025/07/20 15:04:14] openrec INFO: epoch: [4/40], global_step: 12570, lr: 0.000495, loss: 0.483630, avg_reader_cost: 0.00786 s, avg_batch_cost: 0.29356 s, avg_samples: 256.0, ips: 872.06070 samples/s, eta: 9:33:20 [2025/07/20 15:04:17] openrec INFO: epoch: [4/40], global_step: 12580, lr: 0.000495, loss: 0.454007, avg_reader_cost: 0.00785 s, avg_batch_cost: 0.29712 s, avg_samples: 256.0, ips: 861.60087 samples/s, eta: 9:33:17 [2025/07/20 15:04:20] openrec INFO: epoch: [4/40], global_step: 12590, lr: 0.000495, loss: 0.534083, avg_reader_cost: 0.01169 s, avg_batch_cost: 0.29408 s, avg_samples: 256.0, ips: 870.50996 samples/s, eta: 9:33:13 [2025/07/20 15:04:23] openrec INFO: epoch: [4/40], global_step: 12600, lr: 0.000495, loss: 0.551481, avg_reader_cost: 0.00661 s, avg_batch_cost: 0.28296 s, avg_samples: 256.0, ips: 904.73368 samples/s, eta: 9:33:08 [2025/07/20 15:04:28] openrec INFO: cur metric, acc: 0.9030077250234442, norm_edit_dis: 0.9716395642642742, num_samples: 7248, fps: 1608.2541620418817 [2025/07/20 15:04:28] openrec INFO: best metric, acc: 0.9042494468760356, norm_edit_dis: 0.9722864865785399, num_samples: 7248, fps: 2703.1907271560967, best_epoch: 4 [2025/07/20 15:04:29] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 15:04:34] openrec INFO: epoch: [5/40], global_step: 12610, lr: 0.000495, loss: 0.501694, avg_reader_cost: 0.87280 s, avg_batch_cost: 1.16401 s, avg_samples: 256.0, ips: 219.92912 samples/s, eta: 9:34:22 [2025/07/20 15:04:37] openrec INFO: epoch: [5/40], global_step: 12620, lr: 0.000495, loss: 0.464035, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.28875 s, avg_samples: 256.0, ips: 886.58644 samples/s, eta: 9:34:18 [2025/07/20 15:04:40] openrec INFO: epoch: [5/40], global_step: 12630, lr: 0.000495, loss: 0.582832, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.28777 s, avg_samples: 256.0, ips: 889.61368 samples/s, eta: 9:34:13 [2025/07/20 15:04:43] openrec INFO: epoch: [5/40], global_step: 12640, lr: 0.000495, loss: 0.582832, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.29260 s, 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[2025/07/20 15:05:12] openrec INFO: epoch: [5/40], global_step: 12740, lr: 0.000495, loss: 0.585204, avg_reader_cost: 0.00794 s, avg_batch_cost: 0.28455 s, avg_samples: 256.0, ips: 899.67112 samples/s, eta: 9:33:28 [2025/07/20 15:05:15] openrec INFO: epoch: [5/40], global_step: 12750, lr: 0.000495, loss: 0.676744, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.28391 s, avg_samples: 256.0, ips: 901.69613 samples/s, eta: 9:33:23 [2025/07/20 15:05:18] openrec INFO: epoch: [5/40], global_step: 12760, lr: 0.000495, loss: 0.518522, avg_reader_cost: 0.01025 s, avg_batch_cost: 0.30178 s, avg_samples: 256.0, ips: 848.28894 samples/s, eta: 9:33:20 [2025/07/20 15:05:21] openrec INFO: epoch: [5/40], global_step: 12770, lr: 0.000495, loss: 0.505742, avg_reader_cost: 0.00681 s, avg_batch_cost: 0.28750 s, avg_samples: 256.0, ips: 890.42105 samples/s, eta: 9:33:15 [2025/07/20 15:05:24] openrec INFO: epoch: [5/40], global_step: 12780, lr: 0.000495, loss: 0.656161, avg_reader_cost: 0.00720 s, 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openrec INFO: epoch: [5/40], global_step: 12970, lr: 0.000494, loss: 0.568181, avg_reader_cost: 0.00771 s, avg_batch_cost: 0.29504 s, avg_samples: 256.0, ips: 867.66764 samples/s, eta: 9:31:55 [2025/07/20 15:06:23] openrec INFO: epoch: [5/40], global_step: 12980, lr: 0.000494, loss: 0.527592, avg_reader_cost: 0.00731 s, avg_batch_cost: 0.28592 s, avg_samples: 256.0, ips: 895.34168 samples/s, eta: 9:31:50 [2025/07/20 15:06:26] openrec INFO: epoch: [5/40], global_step: 12990, lr: 0.000494, loss: 0.505782, avg_reader_cost: 0.00815 s, avg_batch_cost: 0.30225 s, avg_samples: 256.0, ips: 846.97355 samples/s, eta: 9:31:47 [2025/07/20 15:06:29] openrec INFO: epoch: [5/40], global_step: 13000, lr: 0.000494, loss: 0.415782, avg_reader_cost: 0.00739 s, avg_batch_cost: 0.29339 s, avg_samples: 256.0, ips: 872.54910 samples/s, eta: 9:31:43 [2025/07/20 15:06:32] openrec INFO: cur metric, acc: 0.9061810142022889, norm_edit_dis: 0.9725659256028902, num_samples: 7248, fps: 2701.092028804715 [2025/07/20 15:06:32] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 15:06:32] openrec INFO: best metric, acc: 0.9061810142022889, norm_edit_dis: 0.9725659256028902, num_samples: 7248, fps: 2701.092028804715, best_epoch: 5 [2025/07/20 15:06:35] openrec INFO: epoch: [5/40], global_step: 13010, lr: 0.000494, loss: 0.549517, avg_reader_cost: 0.39146 s, avg_batch_cost: 0.66289 s, avg_samples: 256.0, ips: 386.18493 samples/s, eta: 9:32:11 [2025/07/20 15:06:38] openrec INFO: epoch: [5/40], global_step: 13020, lr: 0.000494, loss: 0.549517, avg_reader_cost: 0.00704 s, avg_batch_cost: 0.28980 s, avg_samples: 256.0, ips: 883.38281 samples/s, eta: 9:32:07 [2025/07/20 15:06:41] openrec INFO: epoch: [5/40], global_step: 13030, lr: 0.000494, loss: 0.423620, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.30316 s, avg_samples: 256.0, ips: 844.45200 samples/s, eta: 9:32:04 [2025/07/20 15:06:44] openrec INFO: epoch: 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openrec INFO: epoch: [5/40], global_step: 13180, lr: 0.000494, loss: 0.494072, avg_reader_cost: 0.00770 s, avg_batch_cost: 0.29106 s, avg_samples: 256.0, ips: 879.55614 samples/s, eta: 9:31:01 [2025/07/20 15:07:28] openrec INFO: epoch: [5/40], global_step: 13190, lr: 0.000494, loss: 0.442952, avg_reader_cost: 0.00794 s, avg_batch_cost: 0.30038 s, avg_samples: 256.0, ips: 852.24382 samples/s, eta: 9:30:58 [2025/07/20 15:07:31] openrec INFO: epoch: [5/40], global_step: 13200, lr: 0.000494, loss: 0.456262, avg_reader_cost: 0.00986 s, avg_batch_cost: 0.28680 s, avg_samples: 256.0, ips: 892.61468 samples/s, eta: 9:30:54 [2025/07/20 15:07:34] openrec INFO: epoch: [5/40], global_step: 13210, lr: 0.000494, loss: 0.535721, avg_reader_cost: 0.00772 s, avg_batch_cost: 0.29227 s, avg_samples: 256.0, ips: 875.90123 samples/s, eta: 9:30:50 [2025/07/20 15:07:37] openrec INFO: epoch: [5/40], global_step: 13220, lr: 0.000494, loss: 0.513793, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.29585 s, 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[2025/07/20 15:08:06] openrec INFO: epoch: [5/40], global_step: 13320, lr: 0.000494, loss: 0.467337, avg_reader_cost: 0.00809 s, avg_batch_cost: 0.28982 s, avg_samples: 256.0, ips: 883.31167 samples/s, eta: 9:30:06 [2025/07/20 15:08:09] openrec INFO: epoch: [5/40], global_step: 13330, lr: 0.000494, loss: 0.505524, avg_reader_cost: 0.00742 s, avg_batch_cost: 0.29754 s, avg_samples: 256.0, ips: 860.37929 samples/s, eta: 9:30:02 [2025/07/20 15:08:12] openrec INFO: epoch: [5/40], global_step: 13340, lr: 0.000494, loss: 0.517467, avg_reader_cost: 0.00807 s, avg_batch_cost: 0.28830 s, avg_samples: 256.0, ips: 887.97865 samples/s, eta: 9:29:58 [2025/07/20 15:08:15] openrec INFO: epoch: [5/40], global_step: 13350, lr: 0.000494, loss: 0.498791, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.29714 s, avg_samples: 256.0, ips: 861.53914 samples/s, eta: 9:29:54 [2025/07/20 15:08:18] openrec INFO: epoch: [5/40], global_step: 13360, lr: 0.000494, loss: 0.501146, avg_reader_cost: 0.00661 s, 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[2025/07/20 15:10:48] openrec INFO: epoch: [5/40], global_step: 13860, lr: 0.000493, loss: 0.523270, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.29646 s, avg_samples: 256.0, ips: 863.52878 samples/s, eta: 9:27:06 [2025/07/20 15:10:51] openrec INFO: epoch: [5/40], global_step: 13870, lr: 0.000493, loss: 0.495915, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.29173 s, avg_samples: 256.0, ips: 877.53586 samples/s, eta: 9:27:02 [2025/07/20 15:10:54] openrec INFO: epoch: [5/40], global_step: 13880, lr: 0.000493, loss: 0.502605, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.29320 s, avg_samples: 256.0, ips: 873.11579 samples/s, eta: 9:26:58 [2025/07/20 15:10:57] openrec INFO: epoch: [5/40], global_step: 13890, lr: 0.000493, loss: 0.487225, avg_reader_cost: 0.00827 s, avg_batch_cost: 0.28679 s, avg_samples: 256.0, ips: 892.64400 samples/s, eta: 9:26:54 [2025/07/20 15:11:00] openrec INFO: epoch: [5/40], global_step: 13900, lr: 0.000493, loss: 0.481996, avg_reader_cost: 0.01061 s, 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[2025/07/20 15:11:54] openrec INFO: epoch: [5/40], global_step: 14070, lr: 0.000493, loss: 0.464409, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.29401 s, avg_samples: 256.0, ips: 870.71001 samples/s, eta: 9:26:15 [2025/07/20 15:11:57] openrec INFO: epoch: [5/40], global_step: 14080, lr: 0.000493, loss: 0.459312, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.29565 s, avg_samples: 256.0, ips: 865.88410 samples/s, eta: 9:26:11 [2025/07/20 15:12:00] openrec INFO: epoch: [5/40], global_step: 14090, lr: 0.000493, loss: 0.499512, avg_reader_cost: 0.00751 s, avg_batch_cost: 0.28646 s, avg_samples: 256.0, ips: 893.65907 samples/s, eta: 9:26:07 [2025/07/20 15:12:02] openrec INFO: epoch: [5/40], global_step: 14100, lr: 0.000493, loss: 0.482538, avg_reader_cost: 0.00825 s, avg_batch_cost: 0.29229 s, avg_samples: 256.0, ips: 875.85621 samples/s, eta: 9:26:03 [2025/07/20 15:12:05] openrec INFO: epoch: [5/40], global_step: 14110, lr: 0.000493, loss: 0.461454, avg_reader_cost: 0.00712 s, 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[2025/07/20 15:13:42] openrec INFO: epoch: [5/40], global_step: 14440, lr: 0.000492, loss: 0.463622, avg_reader_cost: 0.00738 s, avg_batch_cost: 0.29595 s, avg_samples: 256.0, ips: 865.02420 samples/s, eta: 9:23:52 [2025/07/20 15:13:45] openrec INFO: epoch: [5/40], global_step: 14450, lr: 0.000492, loss: 0.434086, avg_reader_cost: 0.00812 s, avg_batch_cost: 0.29680 s, avg_samples: 256.0, ips: 862.52276 samples/s, eta: 9:23:48 [2025/07/20 15:13:48] openrec INFO: epoch: [5/40], global_step: 14460, lr: 0.000492, loss: 0.441863, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.28982 s, avg_samples: 256.0, ips: 883.31603 samples/s, eta: 9:23:44 [2025/07/20 15:13:51] openrec INFO: epoch: [5/40], global_step: 14470, lr: 0.000492, loss: 0.651670, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.28685 s, avg_samples: 256.0, ips: 892.44783 samples/s, eta: 9:23:40 [2025/07/20 15:13:54] openrec INFO: epoch: [5/40], global_step: 14480, lr: 0.000492, loss: 0.649278, avg_reader_cost: 0.00760 s, 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[2025/07/20 15:14:36] openrec INFO: epoch: [5/40], global_step: 14610, lr: 0.000492, loss: 0.448804, avg_reader_cost: 0.00806 s, avg_batch_cost: 0.30119 s, avg_samples: 256.0, ips: 849.96358 samples/s, eta: 9:23:13 [2025/07/20 15:14:39] openrec INFO: epoch: [5/40], global_step: 14620, lr: 0.000492, loss: 0.427677, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.29629 s, avg_samples: 256.0, ips: 864.00649 samples/s, eta: 9:23:10 [2025/07/20 15:14:42] openrec INFO: epoch: [5/40], global_step: 14630, lr: 0.000492, loss: 0.435936, avg_reader_cost: 0.00862 s, avg_batch_cost: 0.29565 s, avg_samples: 256.0, ips: 865.89052 samples/s, eta: 9:23:06 [2025/07/20 15:14:44] openrec INFO: epoch: [5/40], global_step: 14640, lr: 0.000492, loss: 0.461221, avg_reader_cost: 0.00827 s, avg_batch_cost: 0.29154 s, avg_samples: 256.0, ips: 878.09016 samples/s, eta: 9:23:02 [2025/07/20 15:14:47] openrec INFO: epoch: [5/40], global_step: 14650, lr: 0.000492, loss: 0.436001, avg_reader_cost: 0.00707 s, 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[2025/07/20 15:16:24] openrec INFO: epoch: [5/40], global_step: 14980, lr: 0.000491, loss: 0.435486, avg_reader_cost: 0.00874 s, avg_batch_cost: 0.29508 s, avg_samples: 256.0, ips: 867.55393 samples/s, eta: 9:20:53 [2025/07/20 15:16:27] openrec INFO: epoch: [5/40], global_step: 14990, lr: 0.000491, loss: 0.475963, avg_reader_cost: 0.00803 s, avg_batch_cost: 0.29307 s, avg_samples: 256.0, ips: 873.52337 samples/s, eta: 9:20:49 [2025/07/20 15:16:30] openrec INFO: epoch: [5/40], global_step: 15000, lr: 0.000491, loss: 0.432141, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.29542 s, avg_samples: 256.0, ips: 866.56922 samples/s, eta: 9:20:46 [2025/07/20 15:16:34] openrec INFO: cur metric, acc: 0.9111479016126547, norm_edit_dis: 0.9748293317413664, num_samples: 7248, fps: 2680.5679175677483 [2025/07/20 15:16:34] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 15:16:34] openrec INFO: best metric, 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[2025/07/20 15:17:30] openrec INFO: epoch: [5/40], global_step: 15190, lr: 0.000491, loss: 0.636310, avg_reader_cost: 0.00842 s, avg_batch_cost: 0.29167 s, avg_samples: 256.0, ips: 877.69905 samples/s, eta: 9:20:06 [2025/07/20 15:17:33] openrec INFO: epoch: [5/40], global_step: 15200, lr: 0.000491, loss: 0.597055, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.29272 s, avg_samples: 256.0, ips: 874.56619 samples/s, eta: 9:20:02 [2025/07/20 15:17:36] openrec INFO: epoch: [5/40], global_step: 15210, lr: 0.000491, loss: 0.597055, avg_reader_cost: 0.00776 s, avg_batch_cost: 0.28932 s, avg_samples: 256.0, ips: 884.84786 samples/s, eta: 9:19:58 [2025/07/20 15:17:39] openrec INFO: epoch: [5/40], global_step: 15220, lr: 0.000491, loss: 0.590799, avg_reader_cost: 0.00807 s, avg_batch_cost: 0.28955 s, avg_samples: 256.0, ips: 884.14323 samples/s, eta: 9:19:54 [2025/07/20 15:17:42] openrec INFO: epoch: [5/40], global_step: 15230, lr: 0.000491, loss: 0.508145, avg_reader_cost: 0.00769 s, 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openrec INFO: epoch: [5/40], global_step: 15590, lr: 0.000490, loss: 0.606563, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.29009 s, avg_samples: 256.0, ips: 882.48833 samples/s, eta: 9:17:59 [2025/07/20 15:19:34] openrec INFO: epoch: [5/40], global_step: 15600, lr: 0.000490, loss: 0.545686, avg_reader_cost: 0.00846 s, avg_batch_cost: 0.29309 s, avg_samples: 256.0, ips: 873.45203 samples/s, eta: 9:17:56 [2025/07/20 15:19:37] openrec INFO: epoch: [5/40], global_step: 15610, lr: 0.000490, loss: 0.496574, avg_reader_cost: 0.00826 s, avg_batch_cost: 0.29497 s, avg_samples: 256.0, ips: 867.88947 samples/s, eta: 9:17:52 [2025/07/20 15:19:40] openrec INFO: epoch: [5/40], global_step: 15620, lr: 0.000490, loss: 0.484795, avg_reader_cost: 0.01133 s, avg_batch_cost: 0.29751 s, avg_samples: 256.0, ips: 860.47292 samples/s, eta: 9:17:49 [2025/07/20 15:19:43] openrec INFO: epoch: [5/40], global_step: 15630, lr: 0.000490, loss: 0.628173, avg_reader_cost: 0.00820 s, avg_batch_cost: 0.28558 s, 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0.000490, loss: 0.618436, avg_reader_cost: 0.00814 s, avg_batch_cost: 0.28158 s, avg_samples: 256.0, ips: 909.17051 samples/s, eta: 9:17:26 [2025/07/20 15:20:01] openrec INFO: epoch: [5/40], global_step: 15690, lr: 0.000490, loss: 0.618436, avg_reader_cost: 0.00790 s, avg_batch_cost: 0.28936 s, avg_samples: 256.0, ips: 884.70956 samples/s, eta: 9:17:22 [2025/07/20 15:20:04] openrec INFO: epoch: [5/40], global_step: 15700, lr: 0.000490, loss: 0.456586, avg_reader_cost: 0.00903 s, avg_batch_cost: 0.30056 s, avg_samples: 256.0, ips: 851.75274 samples/s, eta: 9:17:19 [2025/07/20 15:20:07] openrec INFO: epoch: [5/40], global_step: 15710, lr: 0.000490, loss: 0.503627, avg_reader_cost: 0.01016 s, avg_batch_cost: 0.28976 s, avg_samples: 256.0, ips: 883.48210 samples/s, eta: 9:17:15 [2025/07/20 15:20:10] openrec INFO: epoch: [5/40], global_step: 15720, lr: 0.000490, loss: 0.507945, avg_reader_cost: 0.01106 s, avg_batch_cost: 0.29731 s, avg_samples: 256.0, ips: 861.05427 samples/s, eta: 9:17:11 [2025/07/20 15:20:12] openrec INFO: epoch: [5/40], global_step: 15730, lr: 0.000490, loss: 0.472821, avg_reader_cost: 0.00890 s, avg_batch_cost: 0.29285 s, avg_samples: 256.0, ips: 874.16469 samples/s, eta: 9:17:07 [2025/07/20 15:20:15] openrec INFO: epoch: [5/40], global_step: 15740, lr: 0.000490, loss: 0.466420, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.29457 s, avg_samples: 256.0, ips: 869.05770 samples/s, eta: 9:17:04 [2025/07/20 15:20:18] openrec INFO: epoch: [5/40], global_step: 15750, lr: 0.000490, loss: 0.466420, avg_reader_cost: 0.00869 s, avg_batch_cost: 0.29282 s, avg_samples: 256.0, ips: 874.25722 samples/s, eta: 9:17:00 [2025/07/20 15:20:23] openrec INFO: cur metric, acc: 0.9126655616547109, norm_edit_dis: 0.9756071547115337, num_samples: 7248, fps: 1884.9372686364263 [2025/07/20 15:20:24] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 15:20:24] openrec INFO: best metric, acc: 0.9126655616547109, norm_edit_dis: 0.9756071547115337, num_samples: 7248, fps: 1884.9372686364263, best_epoch: 5 [2025/07/20 15:20:24] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 15:20:29] openrec INFO: epoch: [6/40], global_step: 15760, lr: 0.000490, loss: 0.464518, avg_reader_cost: 0.77913 s, avg_batch_cost: 1.06678 s, avg_samples: 256.0, ips: 239.97392 samples/s, eta: 9:17:50 [2025/07/20 15:20:32] openrec INFO: epoch: [6/40], global_step: 15770, lr: 0.000490, loss: 0.464518, avg_reader_cost: 0.01049 s, avg_batch_cost: 0.28705 s, avg_samples: 256.0, ips: 891.84296 samples/s, eta: 9:17:46 [2025/07/20 15:20:35] openrec INFO: epoch: [6/40], global_step: 15780, lr: 0.000490, loss: 0.473925, avg_reader_cost: 0.00839 s, avg_batch_cost: 0.29672 s, avg_samples: 256.0, ips: 862.77878 samples/s, eta: 9:17:43 [2025/07/20 15:20:38] openrec INFO: epoch: [6/40], global_step: 15790, lr: 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[2025/07/20 15:20:53] openrec INFO: epoch: [6/40], global_step: 15840, lr: 0.000490, loss: 0.455307, avg_reader_cost: 0.00777 s, avg_batch_cost: 0.28693 s, avg_samples: 256.0, ips: 892.20163 samples/s, eta: 9:17:21 [2025/07/20 15:20:56] openrec INFO: epoch: [6/40], global_step: 15850, lr: 0.000490, loss: 0.504862, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.29751 s, avg_samples: 256.0, ips: 860.47285 samples/s, eta: 9:17:17 [2025/07/20 15:20:59] openrec INFO: epoch: [6/40], global_step: 15860, lr: 0.000490, loss: 0.468182, avg_reader_cost: 0.01092 s, avg_batch_cost: 0.29881 s, avg_samples: 256.0, ips: 856.71815 samples/s, eta: 9:17:14 [2025/07/20 15:21:02] openrec INFO: epoch: [6/40], global_step: 15870, lr: 0.000490, loss: 0.480458, avg_reader_cost: 0.00812 s, avg_batch_cost: 0.29312 s, avg_samples: 256.0, ips: 873.36386 samples/s, eta: 9:17:10 [2025/07/20 15:21:04] openrec INFO: epoch: [6/40], global_step: 15880, lr: 0.000490, loss: 0.594009, avg_reader_cost: 0.00794 s, 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global_step: 15930, lr: 0.000490, loss: 0.411749, avg_reader_cost: 0.00917 s, avg_batch_cost: 0.29527 s, avg_samples: 256.0, ips: 867.01725 samples/s, eta: 9:16:49 [2025/07/20 15:21:22] openrec INFO: epoch: [6/40], global_step: 15940, lr: 0.000490, loss: 0.421090, avg_reader_cost: 0.00882 s, avg_batch_cost: 0.29808 s, avg_samples: 256.0, ips: 858.81634 samples/s, eta: 9:16:45 [2025/07/20 15:21:25] openrec INFO: epoch: [6/40], global_step: 15950, lr: 0.000490, loss: 0.440559, avg_reader_cost: 0.01035 s, avg_batch_cost: 0.29284 s, avg_samples: 256.0, ips: 874.18320 samples/s, eta: 9:16:42 [2025/07/20 15:21:28] openrec INFO: epoch: [6/40], global_step: 15960, lr: 0.000490, loss: 0.482277, avg_reader_cost: 0.00852 s, avg_batch_cost: 0.29537 s, avg_samples: 256.0, ips: 866.69715 samples/s, eta: 9:16:38 [2025/07/20 15:21:31] openrec INFO: epoch: [6/40], global_step: 15970, lr: 0.000489, loss: 0.447206, avg_reader_cost: 0.00894 s, avg_batch_cost: 0.29644 s, avg_samples: 256.0, ips: 863.58406 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openrec INFO: best metric, acc: 0.9136313453178376, norm_edit_dis: 0.9757088873892729, num_samples: 7248, fps: 2689.9932133237166, best_epoch: 6 [2025/07/20 15:21:47] openrec INFO: epoch: [6/40], global_step: 16010, lr: 0.000489, loss: 0.384105, avg_reader_cost: 0.39080 s, avg_batch_cost: 0.67306 s, avg_samples: 256.0, ips: 380.35468 samples/s, eta: 9:16:46 [2025/07/20 15:21:50] openrec INFO: epoch: [6/40], global_step: 16020, lr: 0.000489, loss: 0.443537, avg_reader_cost: 0.00856 s, avg_batch_cost: 0.28705 s, avg_samples: 256.0, ips: 891.82074 samples/s, eta: 9:16:42 [2025/07/20 15:21:53] openrec INFO: epoch: [6/40], global_step: 16030, lr: 0.000489, loss: 0.483403, avg_reader_cost: 0.01005 s, avg_batch_cost: 0.29534 s, avg_samples: 256.0, ips: 866.78411 samples/s, eta: 9:16:38 [2025/07/20 15:21:55] openrec INFO: epoch: [6/40], global_step: 16040, lr: 0.000489, loss: 0.449073, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.28575 s, avg_samples: 256.0, ips: 895.88007 samples/s, eta: 9:16:34 [2025/07/20 15:21:58] openrec INFO: epoch: [6/40], global_step: 16050, lr: 0.000489, loss: 0.407536, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.30161 s, avg_samples: 256.0, ips: 848.77375 samples/s, eta: 9:16:31 [2025/07/20 15:22:01] openrec INFO: epoch: [6/40], global_step: 16060, lr: 0.000489, loss: 0.395714, avg_reader_cost: 0.00891 s, avg_batch_cost: 0.29446 s, avg_samples: 256.0, ips: 869.39462 samples/s, eta: 9:16:27 [2025/07/20 15:22:04] openrec INFO: epoch: [6/40], global_step: 16070, lr: 0.000489, loss: 0.518065, avg_reader_cost: 0.00803 s, avg_batch_cost: 0.28654 s, avg_samples: 256.0, ips: 893.42067 samples/s, eta: 9:16:23 [2025/07/20 15:22:07] openrec INFO: epoch: [6/40], global_step: 16080, lr: 0.000489, loss: 0.547298, avg_reader_cost: 0.00862 s, avg_batch_cost: 0.29160 s, avg_samples: 256.0, ips: 877.92934 samples/s, eta: 9:16:19 [2025/07/20 15:22:10] openrec INFO: epoch: [6/40], global_step: 16090, lr: 0.000489, loss: 0.430222, avg_reader_cost: 0.01106 s, 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openrec INFO: epoch: [6/40], global_step: 16280, lr: 0.000489, loss: 0.468770, avg_reader_cost: 0.00873 s, avg_batch_cost: 0.29418 s, avg_samples: 256.0, ips: 870.20391 samples/s, eta: 9:15:07 [2025/07/20 15:23:09] openrec INFO: epoch: [6/40], global_step: 16290, lr: 0.000489, loss: 0.468770, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.29169 s, avg_samples: 256.0, ips: 877.65816 samples/s, eta: 9:15:03 [2025/07/20 15:23:12] openrec INFO: epoch: [6/40], global_step: 16300, lr: 0.000489, loss: 0.486839, avg_reader_cost: 0.00790 s, avg_batch_cost: 0.29446 s, avg_samples: 256.0, ips: 869.38765 samples/s, eta: 9:15:00 [2025/07/20 15:23:15] openrec INFO: epoch: [6/40], global_step: 16310, lr: 0.000489, loss: 0.515646, avg_reader_cost: 0.00845 s, avg_batch_cost: 0.29265 s, avg_samples: 256.0, ips: 874.76170 samples/s, eta: 9:14:56 [2025/07/20 15:23:18] openrec INFO: epoch: [6/40], global_step: 16320, lr: 0.000489, loss: 0.610767, avg_reader_cost: 0.00809 s, avg_batch_cost: 0.28242 s, 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[2025/07/20 15:23:47] openrec INFO: epoch: [6/40], global_step: 16420, lr: 0.000489, loss: 0.434508, avg_reader_cost: 0.00853 s, avg_batch_cost: 0.29326 s, avg_samples: 256.0, ips: 872.94877 samples/s, eta: 9:14:14 [2025/07/20 15:23:50] openrec INFO: epoch: [6/40], global_step: 16430, lr: 0.000489, loss: 0.473713, avg_reader_cost: 0.00740 s, avg_batch_cost: 0.28533 s, avg_samples: 256.0, ips: 897.20761 samples/s, eta: 9:14:10 [2025/07/20 15:23:53] openrec INFO: epoch: [6/40], global_step: 16440, lr: 0.000489, loss: 0.487219, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.29904 s, avg_samples: 256.0, ips: 856.06339 samples/s, eta: 9:14:06 [2025/07/20 15:23:56] openrec INFO: epoch: [6/40], global_step: 16450, lr: 0.000489, loss: 0.487219, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.29030 s, avg_samples: 256.0, ips: 881.83663 samples/s, eta: 9:14:02 [2025/07/20 15:23:59] openrec INFO: epoch: [6/40], global_step: 16460, lr: 0.000489, loss: 0.459473, avg_reader_cost: 0.00750 s, 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[2025/07/20 15:25:22] openrec INFO: epoch: [6/40], global_step: 16730, lr: 0.000488, loss: 0.427322, avg_reader_cost: 0.00711 s, avg_batch_cost: 0.29657 s, avg_samples: 256.0, ips: 863.19619 samples/s, eta: 9:12:43 [2025/07/20 15:25:25] openrec INFO: epoch: [6/40], global_step: 16740, lr: 0.000488, loss: 0.436978, avg_reader_cost: 0.00814 s, avg_batch_cost: 0.29220 s, avg_samples: 256.0, ips: 876.10877 samples/s, eta: 9:12:39 [2025/07/20 15:25:28] openrec INFO: epoch: [6/40], global_step: 16750, lr: 0.000488, loss: 0.607052, avg_reader_cost: 0.00712 s, avg_batch_cost: 0.28382 s, avg_samples: 256.0, ips: 901.96434 samples/s, eta: 9:12:35 [2025/07/20 15:25:31] openrec INFO: epoch: [6/40], global_step: 16760, lr: 0.000488, loss: 0.564280, avg_reader_cost: 0.00737 s, avg_batch_cost: 0.29356 s, avg_samples: 256.0, ips: 872.05262 samples/s, eta: 9:12:31 [2025/07/20 15:25:34] openrec INFO: epoch: [6/40], global_step: 16770, lr: 0.000488, loss: 0.431618, avg_reader_cost: 0.00781 s, 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openrec INFO: epoch: [6/40], global_step: 16960, lr: 0.000488, loss: 0.424131, avg_reader_cost: 0.00857 s, avg_batch_cost: 0.28696 s, avg_samples: 256.0, ips: 892.10734 samples/s, eta: 9:11:15 [2025/07/20 15:26:32] openrec INFO: epoch: [6/40], global_step: 16970, lr: 0.000488, loss: 0.439107, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.29685 s, avg_samples: 256.0, ips: 862.39218 samples/s, eta: 9:11:11 [2025/07/20 15:26:35] openrec INFO: epoch: [6/40], global_step: 16980, lr: 0.000488, loss: 0.439107, avg_reader_cost: 0.00941 s, avg_batch_cost: 0.29679 s, avg_samples: 256.0, ips: 862.55457 samples/s, eta: 9:11:08 [2025/07/20 15:26:38] openrec INFO: epoch: [6/40], global_step: 16990, lr: 0.000488, loss: 0.427260, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.29152 s, avg_samples: 256.0, ips: 878.17074 samples/s, eta: 9:11:04 [2025/07/20 15:26:41] openrec INFO: epoch: [6/40], global_step: 17000, lr: 0.000487, loss: 0.421140, avg_reader_cost: 0.00813 s, avg_batch_cost: 0.29602 s, 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avg_reader_cost: 0.00867 s, avg_batch_cost: 0.29055 s, avg_samples: 256.0, ips: 881.10048 samples/s, eta: 9:10:53 [2025/07/20 15:27:11] openrec INFO: epoch: [6/40], global_step: 17090, lr: 0.000487, loss: 0.518354, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.28833 s, avg_samples: 256.0, ips: 887.85727 samples/s, eta: 9:10:49 [2025/07/20 15:27:14] openrec INFO: epoch: [6/40], global_step: 17100, lr: 0.000487, loss: 0.485480, avg_reader_cost: 0.00884 s, avg_batch_cost: 0.29060 s, avg_samples: 256.0, ips: 880.92620 samples/s, eta: 9:10:46 [2025/07/20 15:27:17] openrec INFO: epoch: [6/40], global_step: 17110, lr: 0.000487, loss: 0.414199, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.29463 s, avg_samples: 256.0, ips: 868.88787 samples/s, eta: 9:10:42 [2025/07/20 15:27:20] openrec INFO: epoch: [6/40], global_step: 17120, lr: 0.000487, loss: 0.412032, avg_reader_cost: 0.00745 s, avg_batch_cost: 0.29035 s, avg_samples: 256.0, ips: 881.68362 samples/s, eta: 9:10:38 [2025/07/20 15:27:23] openrec INFO: epoch: [6/40], global_step: 17130, lr: 0.000487, loss: 0.420914, avg_reader_cost: 0.00844 s, avg_batch_cost: 0.29701 s, avg_samples: 256.0, ips: 861.91404 samples/s, eta: 9:10:35 [2025/07/20 15:27:26] openrec INFO: epoch: [6/40], global_step: 17140, lr: 0.000487, loss: 0.446818, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.28551 s, avg_samples: 256.0, ips: 896.63221 samples/s, eta: 9:10:31 [2025/07/20 15:27:29] openrec INFO: epoch: [6/40], global_step: 17150, lr: 0.000487, loss: 0.466334, avg_reader_cost: 0.00716 s, avg_batch_cost: 0.29465 s, avg_samples: 256.0, ips: 868.82579 samples/s, eta: 9:10:27 [2025/07/20 15:27:31] openrec INFO: epoch: [6/40], global_step: 17160, lr: 0.000487, loss: 0.510419, avg_reader_cost: 0.00789 s, avg_batch_cost: 0.28618 s, avg_samples: 256.0, ips: 894.53453 samples/s, eta: 9:10:23 [2025/07/20 15:27:34] openrec INFO: epoch: [6/40], global_step: 17170, lr: 0.000487, loss: 0.495570, avg_reader_cost: 0.00684 s, avg_batch_cost: 0.28862 s, 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[2025/07/20 15:28:04] openrec INFO: epoch: [6/40], global_step: 17270, lr: 0.000487, loss: 0.461529, avg_reader_cost: 0.00882 s, avg_batch_cost: 0.29800 s, avg_samples: 256.0, ips: 859.04693 samples/s, eta: 9:09:43 [2025/07/20 15:28:07] openrec INFO: epoch: [6/40], global_step: 17280, lr: 0.000487, loss: 0.476846, avg_reader_cost: 0.00783 s, avg_batch_cost: 0.28648 s, avg_samples: 256.0, ips: 893.61385 samples/s, eta: 9:09:39 [2025/07/20 15:28:10] openrec INFO: epoch: [6/40], global_step: 17290, lr: 0.000487, loss: 0.485600, avg_reader_cost: 0.00712 s, avg_batch_cost: 0.29808 s, avg_samples: 256.0, ips: 858.82142 samples/s, eta: 9:09:35 [2025/07/20 15:28:13] openrec INFO: epoch: [6/40], global_step: 17300, lr: 0.000487, loss: 0.423574, avg_reader_cost: 0.00781 s, avg_batch_cost: 0.29472 s, avg_samples: 256.0, ips: 868.61339 samples/s, eta: 9:09:32 [2025/07/20 15:28:16] openrec INFO: epoch: [6/40], global_step: 17310, lr: 0.000487, loss: 0.423574, avg_reader_cost: 0.00723 s, 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global_step: 17360, lr: 0.000487, loss: 0.442388, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.28841 s, avg_samples: 256.0, ips: 887.61265 samples/s, eta: 9:09:09 [2025/07/20 15:28:33] openrec INFO: epoch: [6/40], global_step: 17370, lr: 0.000487, loss: 0.415687, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.29325 s, avg_samples: 256.0, ips: 872.97496 samples/s, eta: 9:09:05 [2025/07/20 15:28:36] openrec INFO: epoch: [6/40], global_step: 17380, lr: 0.000487, loss: 0.408754, avg_reader_cost: 0.00803 s, avg_batch_cost: 0.29876 s, avg_samples: 256.0, ips: 856.87383 samples/s, eta: 9:09:02 [2025/07/20 15:28:39] openrec INFO: epoch: [6/40], global_step: 17390, lr: 0.000487, loss: 0.427859, avg_reader_cost: 0.00847 s, avg_batch_cost: 0.29573 s, avg_samples: 256.0, ips: 865.66839 samples/s, eta: 9:08:58 [2025/07/20 15:28:42] openrec INFO: epoch: [6/40], global_step: 17400, lr: 0.000487, loss: 0.455793, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.28137 s, avg_samples: 256.0, ips: 909.82147 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avg_reader_cost: 0.00705 s, avg_batch_cost: 0.29016 s, avg_samples: 256.0, ips: 882.26870 samples/s, eta: 9:08:35 [2025/07/20 15:28:59] openrec INFO: epoch: [6/40], global_step: 17460, lr: 0.000487, loss: 0.473337, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.29868 s, avg_samples: 256.0, ips: 857.10057 samples/s, eta: 9:08:32 [2025/07/20 15:29:02] openrec INFO: epoch: [6/40], global_step: 17470, lr: 0.000487, loss: 0.451197, avg_reader_cost: 0.00777 s, avg_batch_cost: 0.29212 s, avg_samples: 256.0, ips: 876.35289 samples/s, eta: 9:08:28 [2025/07/20 15:29:05] openrec INFO: epoch: [6/40], global_step: 17480, lr: 0.000486, loss: 0.436104, avg_reader_cost: 0.01338 s, avg_batch_cost: 0.29867 s, avg_samples: 256.0, ips: 857.14265 samples/s, eta: 9:08:25 [2025/07/20 15:29:08] openrec INFO: epoch: [6/40], global_step: 17490, lr: 0.000486, loss: 0.463026, avg_reader_cost: 0.00663 s, avg_batch_cost: 0.28972 s, avg_samples: 256.0, ips: 883.60351 samples/s, eta: 9:08:21 [2025/07/20 15:29:11] openrec INFO: epoch: [6/40], global_step: 17500, lr: 0.000486, loss: 0.597156, avg_reader_cost: 0.00849 s, avg_batch_cost: 0.29006 s, avg_samples: 256.0, ips: 882.56341 samples/s, eta: 9:08:17 [2025/07/20 15:29:15] openrec INFO: cur metric, acc: 0.9070088287706832, norm_edit_dis: 0.9721987106315155, num_samples: 7248, fps: 2701.263395506175 [2025/07/20 15:29:15] openrec INFO: best metric, acc: 0.9136313453178376, norm_edit_dis: 0.9757088873892729, num_samples: 7248, fps: 2689.9932133237166, best_epoch: 6 [2025/07/20 15:29:18] openrec INFO: epoch: [6/40], global_step: 17510, lr: 0.000486, loss: 0.509128, avg_reader_cost: 0.35994 s, avg_batch_cost: 0.64634 s, avg_samples: 256.0, ips: 396.07350 samples/s, eta: 9:08:35 [2025/07/20 15:29:21] openrec INFO: epoch: [6/40], global_step: 17520, lr: 0.000486, loss: 0.588460, avg_reader_cost: 0.00917 s, avg_batch_cost: 0.28944 s, avg_samples: 256.0, ips: 884.47053 samples/s, eta: 9:08:32 [2025/07/20 15:29:23] openrec INFO: epoch: [6/40], 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[2025/07/20 15:30:45] openrec INFO: epoch: [6/40], global_step: 17810, lr: 0.000486, loss: 0.473074, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.29069 s, avg_samples: 256.0, ips: 880.66305 samples/s, eta: 9:06:43 [2025/07/20 15:30:48] openrec INFO: epoch: [6/40], global_step: 17820, lr: 0.000486, loss: 0.454606, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.28815 s, avg_samples: 256.0, ips: 888.43175 samples/s, eta: 9:06:39 [2025/07/20 15:30:51] openrec INFO: epoch: [6/40], global_step: 17830, lr: 0.000486, loss: 0.441931, avg_reader_cost: 0.01013 s, avg_batch_cost: 0.29590 s, avg_samples: 256.0, ips: 865.16367 samples/s, eta: 9:06:36 [2025/07/20 15:30:54] openrec INFO: epoch: [6/40], global_step: 17840, lr: 0.000486, loss: 0.429141, avg_reader_cost: 0.00726 s, avg_batch_cost: 0.29588 s, avg_samples: 256.0, ips: 865.22383 samples/s, eta: 9:06:32 [2025/07/20 15:30:57] openrec INFO: epoch: [6/40], global_step: 17850, lr: 0.000486, loss: 0.444205, avg_reader_cost: 0.00743 s, 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avg_reader_cost: 0.01051 s, avg_batch_cost: 0.29375 s, avg_samples: 256.0, ips: 871.48625 samples/s, eta: 9:05:38 [2025/07/20 15:31:41] openrec INFO: epoch: [6/40], global_step: 18000, lr: 0.000485, loss: 0.431749, avg_reader_cost: 0.00674 s, avg_batch_cost: 0.29433 s, avg_samples: 256.0, ips: 869.77378 samples/s, eta: 9:05:34 [2025/07/20 15:31:45] openrec INFO: cur metric, acc: 0.9179083872545415, norm_edit_dis: 0.9761074428318772, num_samples: 7248, fps: 2710.687845241303 [2025/07/20 15:31:45] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 15:31:45] openrec INFO: best metric, acc: 0.9179083872545415, norm_edit_dis: 0.9761074428318772, num_samples: 7248, fps: 2710.687845241303, best_epoch: 6 [2025/07/20 15:31:48] openrec INFO: epoch: [6/40], global_step: 18010, lr: 0.000485, loss: 0.386500, avg_reader_cost: 0.39186 s, avg_batch_cost: 0.68148 s, avg_samples: 256.0, ips: 375.65203 samples/s, 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openrec INFO: epoch: [6/40], global_step: 18250, lr: 0.000485, loss: 0.477137, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.29202 s, avg_samples: 256.0, ips: 876.64373 samples/s, eta: 9:04:25 [2025/07/20 15:33:01] openrec INFO: epoch: [6/40], global_step: 18260, lr: 0.000485, loss: 0.477137, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.29299 s, avg_samples: 256.0, ips: 873.74827 samples/s, eta: 9:04:21 [2025/07/20 15:33:04] openrec INFO: epoch: [6/40], global_step: 18270, lr: 0.000485, loss: 0.438702, avg_reader_cost: 0.00969 s, avg_batch_cost: 0.29754 s, avg_samples: 256.0, ips: 860.37867 samples/s, eta: 9:04:18 [2025/07/20 15:33:07] openrec INFO: epoch: [6/40], global_step: 18280, lr: 0.000485, loss: 0.401625, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.30247 s, avg_samples: 256.0, ips: 846.35327 samples/s, eta: 9:04:15 [2025/07/20 15:33:10] openrec INFO: epoch: [6/40], global_step: 18290, lr: 0.000485, loss: 0.455604, avg_reader_cost: 0.00677 s, avg_batch_cost: 0.28070 s, 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[2025/07/20 15:33:39] openrec INFO: epoch: [6/40], global_step: 18390, lr: 0.000485, loss: 0.438952, avg_reader_cost: 0.00888 s, avg_batch_cost: 0.28789 s, avg_samples: 256.0, ips: 889.23492 samples/s, eta: 9:03:34 [2025/07/20 15:33:42] openrec INFO: epoch: [6/40], global_step: 18400, lr: 0.000484, loss: 0.442908, avg_reader_cost: 0.00848 s, avg_batch_cost: 0.28371 s, avg_samples: 256.0, ips: 902.33279 samples/s, eta: 9:03:30 [2025/07/20 15:33:45] openrec INFO: epoch: [6/40], global_step: 18410, lr: 0.000484, loss: 0.431500, avg_reader_cost: 0.00740 s, avg_batch_cost: 0.29412 s, avg_samples: 256.0, ips: 870.37963 samples/s, eta: 9:03:26 [2025/07/20 15:33:48] openrec INFO: epoch: [6/40], global_step: 18420, lr: 0.000484, loss: 0.383251, avg_reader_cost: 0.00828 s, avg_batch_cost: 0.29282 s, avg_samples: 256.0, ips: 874.26292 samples/s, eta: 9:03:22 [2025/07/20 15:33:51] openrec INFO: epoch: [6/40], global_step: 18430, lr: 0.000484, loss: 0.472256, avg_reader_cost: 0.00837 s, 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global_step: 18480, lr: 0.000484, loss: 0.468267, avg_reader_cost: 0.01050 s, avg_batch_cost: 0.29029 s, avg_samples: 256.0, ips: 881.88218 samples/s, eta: 9:03:00 [2025/07/20 15:34:09] openrec INFO: epoch: [6/40], global_step: 18490, lr: 0.000484, loss: 0.540651, avg_reader_cost: 0.00782 s, avg_batch_cost: 0.29437 s, avg_samples: 256.0, ips: 869.65818 samples/s, eta: 9:02:57 [2025/07/20 15:34:11] openrec INFO: epoch: [6/40], global_step: 18500, lr: 0.000484, loss: 0.597535, avg_reader_cost: 0.00858 s, avg_batch_cost: 0.29314 s, avg_samples: 256.0, ips: 873.29695 samples/s, eta: 9:02:53 [2025/07/20 15:34:15] openrec INFO: cur metric, acc: 0.9024558486445146, norm_edit_dis: 0.971282833624433, num_samples: 7248, fps: 2703.090497730717 [2025/07/20 15:34:15] openrec INFO: best metric, acc: 0.9179083872545415, norm_edit_dis: 0.9761074428318772, num_samples: 7248, fps: 2710.687845241303, best_epoch: 6 [2025/07/20 15:34:18] openrec INFO: epoch: [6/40], global_step: 18510, lr: 0.000484, loss: 0.576672, avg_reader_cost: 0.36132 s, avg_batch_cost: 0.64096 s, avg_samples: 256.0, ips: 399.40238 samples/s, eta: 9:03:10 [2025/07/20 15:34:21] openrec INFO: epoch: [6/40], global_step: 18520, lr: 0.000484, loss: 0.439298, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.29558 s, avg_samples: 256.0, ips: 866.08538 samples/s, eta: 9:03:06 [2025/07/20 15:34:24] openrec INFO: epoch: [6/40], global_step: 18530, lr: 0.000484, loss: 0.516965, avg_reader_cost: 0.00728 s, avg_batch_cost: 0.28172 s, avg_samples: 256.0, ips: 908.71615 samples/s, eta: 9:03:02 [2025/07/20 15:34:27] openrec INFO: epoch: [6/40], global_step: 18540, lr: 0.000484, loss: 0.439787, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.30606 s, avg_samples: 256.0, ips: 836.44204 samples/s, eta: 9:02:59 [2025/07/20 15:34:30] openrec INFO: epoch: [6/40], global_step: 18550, lr: 0.000484, loss: 0.419200, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.28652 s, avg_samples: 256.0, ips: 893.48253 samples/s, eta: 9:02:55 [2025/07/20 15:34:33] openrec INFO: epoch: [6/40], global_step: 18560, lr: 0.000484, loss: 0.374731, avg_reader_cost: 0.00820 s, avg_batch_cost: 0.29949 s, avg_samples: 256.0, ips: 854.77715 samples/s, eta: 9:02:52 [2025/07/20 15:34:36] openrec INFO: epoch: [6/40], global_step: 18570, lr: 0.000484, loss: 0.369240, avg_reader_cost: 0.00794 s, avg_batch_cost: 0.29555 s, avg_samples: 256.0, ips: 866.17956 samples/s, eta: 9:02:49 [2025/07/20 15:34:39] openrec INFO: epoch: [6/40], global_step: 18580, lr: 0.000484, loss: 0.434892, avg_reader_cost: 0.00808 s, avg_batch_cost: 0.29758 s, avg_samples: 256.0, ips: 860.27775 samples/s, eta: 9:02:45 [2025/07/20 15:34:41] openrec INFO: epoch: [6/40], global_step: 18590, lr: 0.000484, loss: 0.428403, avg_reader_cost: 0.00743 s, avg_batch_cost: 0.29021 s, avg_samples: 256.0, ips: 882.11373 samples/s, eta: 9:02:41 [2025/07/20 15:34:44] openrec INFO: epoch: [6/40], global_step: 18600, lr: 0.000484, loss: 0.417552, avg_reader_cost: 0.01079 s, avg_batch_cost: 0.29571 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[2025/07/20 15:35:14] openrec INFO: epoch: [6/40], global_step: 18700, lr: 0.000484, loss: 0.439717, avg_reader_cost: 0.00735 s, avg_batch_cost: 0.29787 s, avg_samples: 256.0, ips: 859.42922 samples/s, eta: 9:02:01 [2025/07/20 15:35:16] openrec INFO: epoch: [6/40], global_step: 18710, lr: 0.000484, loss: 0.458024, avg_reader_cost: 0.00841 s, avg_batch_cost: 0.28736 s, avg_samples: 256.0, ips: 890.86497 samples/s, eta: 9:01:57 [2025/07/20 15:35:19] openrec INFO: epoch: [6/40], global_step: 18720, lr: 0.000484, loss: 0.474383, avg_reader_cost: 0.00962 s, avg_batch_cost: 0.29330 s, avg_samples: 256.0, ips: 872.82962 samples/s, eta: 9:01:53 [2025/07/20 15:35:22] openrec INFO: epoch: [6/40], global_step: 18730, lr: 0.000484, loss: 0.421081, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.29250 s, avg_samples: 256.0, ips: 875.20185 samples/s, eta: 9:01:49 [2025/07/20 15:35:25] openrec INFO: epoch: [6/40], global_step: 18740, lr: 0.000484, loss: 0.421081, avg_reader_cost: 0.00781 s, avg_batch_cost: 0.28835 s, avg_samples: 256.0, ips: 887.79531 samples/s, eta: 9:01:45 [2025/07/20 15:35:28] openrec INFO: epoch: [6/40], global_step: 18750, lr: 0.000484, loss: 0.425307, avg_reader_cost: 0.00783 s, avg_batch_cost: 0.29523 s, avg_samples: 256.0, ips: 867.10708 samples/s, eta: 9:01:42 [2025/07/20 15:35:31] openrec INFO: epoch: [6/40], global_step: 18760, lr: 0.000484, loss: 0.413567, avg_reader_cost: 0.00801 s, avg_batch_cost: 0.29894 s, avg_samples: 256.0, ips: 856.35035 samples/s, eta: 9:01:39 [2025/07/20 15:35:34] openrec INFO: epoch: [6/40], global_step: 18770, lr: 0.000484, loss: 0.441039, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.29228 s, avg_samples: 256.0, ips: 875.86272 samples/s, eta: 9:01:35 [2025/07/20 15:35:37] openrec INFO: epoch: [6/40], global_step: 18780, lr: 0.000484, loss: 0.487861, avg_reader_cost: 0.00800 s, avg_batch_cost: 0.29352 s, avg_samples: 256.0, ips: 872.16851 samples/s, eta: 9:01:32 [2025/07/20 15:35:40] openrec INFO: epoch: [6/40], global_step: 18790, lr: 0.000484, loss: 0.487861, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.28853 s, avg_samples: 256.0, ips: 887.24101 samples/s, eta: 9:01:28 [2025/07/20 15:35:43] openrec INFO: epoch: [6/40], global_step: 18800, lr: 0.000484, loss: 0.435644, avg_reader_cost: 0.00922 s, avg_batch_cost: 0.29684 s, avg_samples: 256.0, ips: 862.40576 samples/s, eta: 9:01:24 [2025/07/20 15:35:46] openrec INFO: epoch: [6/40], global_step: 18810, lr: 0.000484, loss: 0.387061, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.30329 s, avg_samples: 256.0, ips: 844.06870 samples/s, eta: 9:01:21 [2025/07/20 15:35:49] openrec INFO: epoch: [6/40], global_step: 18820, lr: 0.000484, loss: 0.416825, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.28907 s, avg_samples: 256.0, ips: 885.58678 samples/s, eta: 9:01:17 [2025/07/20 15:35:52] openrec INFO: epoch: [6/40], global_step: 18830, lr: 0.000484, loss: 0.486421, avg_reader_cost: 0.00726 s, avg_batch_cost: 0.29440 s, avg_samples: 256.0, ips: 869.57353 samples/s, eta: 9:01:14 [2025/07/20 15:35:55] openrec INFO: epoch: [6/40], global_step: 18840, lr: 0.000483, loss: 0.465226, avg_reader_cost: 0.00850 s, avg_batch_cost: 0.29063 s, avg_samples: 256.0, ips: 880.84627 samples/s, eta: 9:01:10 [2025/07/20 15:35:58] openrec INFO: epoch: [6/40], global_step: 18850, lr: 0.000483, loss: 0.440437, avg_reader_cost: 0.00739 s, avg_batch_cost: 0.29358 s, avg_samples: 256.0, ips: 871.99299 samples/s, eta: 9:01:07 [2025/07/20 15:36:01] openrec INFO: epoch: [6/40], global_step: 18860, lr: 0.000483, loss: 0.397796, avg_reader_cost: 0.00854 s, avg_batch_cost: 0.29710 s, avg_samples: 256.0, ips: 861.66082 samples/s, eta: 9:01:03 [2025/07/20 15:36:04] openrec INFO: epoch: [6/40], global_step: 18870, lr: 0.000483, loss: 0.468313, avg_reader_cost: 0.00869 s, avg_batch_cost: 0.29387 s, avg_samples: 256.0, ips: 871.12849 samples/s, eta: 9:01:00 [2025/07/20 15:36:06] openrec INFO: epoch: [6/40], global_step: 18880, lr: 0.000483, loss: 0.589935, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.28264 s, avg_samples: 256.0, ips: 905.74810 samples/s, eta: 9:00:56 [2025/07/20 15:36:09] openrec INFO: epoch: [6/40], global_step: 18890, lr: 0.000483, loss: 0.484138, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.30173 s, avg_samples: 256.0, ips: 848.44002 samples/s, eta: 9:00:52 [2025/07/20 15:36:12] openrec INFO: epoch: [6/40], global_step: 18900, lr: 0.000483, loss: 0.396330, avg_reader_cost: 0.00686 s, avg_batch_cost: 0.29766 s, avg_samples: 256.0, ips: 860.05594 samples/s, eta: 9:00:49 [2025/07/20 15:36:18] openrec INFO: cur metric, acc: 0.9197019854860624, norm_edit_dis: 0.977387502449846, num_samples: 7248, fps: 1643.2450137220346 [2025/07/20 15:36:18] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 15:36:18] openrec INFO: best metric, acc: 0.9197019854860624, norm_edit_dis: 0.977387502449846, num_samples: 7248, fps: 1643.2450137220346, best_epoch: 6 [2025/07/20 15:36:19] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 15:36:24] openrec INFO: epoch: [7/40], global_step: 18910, lr: 0.000483, loss: 0.410124, avg_reader_cost: 0.86538 s, avg_batch_cost: 1.15676 s, avg_samples: 256.0, ips: 221.30796 samples/s, eta: 9:01:34 [2025/07/20 15:36:27] openrec INFO: epoch: [7/40], global_step: 18920, lr: 0.000483, loss: 0.411788, avg_reader_cost: 0.01015 s, avg_batch_cost: 0.29831 s, avg_samples: 256.0, ips: 858.16248 samples/s, eta: 9:01:31 [2025/07/20 15:36:30] openrec INFO: epoch: [7/40], global_step: 18930, lr: 0.000483, loss: 0.411418, avg_reader_cost: 0.00781 s, avg_batch_cost: 0.29520 s, avg_samples: 256.0, ips: 867.21143 samples/s, eta: 9:01:28 [2025/07/20 15:36:33] openrec INFO: epoch: [7/40], global_step: 18940, lr: 0.000483, loss: 0.419370, avg_reader_cost: 0.00848 s, avg_batch_cost: 0.30469 s, avg_samples: 256.0, ips: 840.20894 samples/s, eta: 9:01:25 [2025/07/20 15:36:36] openrec INFO: epoch: [7/40], global_step: 18950, lr: 0.000483, loss: 0.375413, avg_reader_cost: 0.00694 s, avg_batch_cost: 0.30047 s, avg_samples: 256.0, ips: 852.00355 samples/s, eta: 9:01:21 [2025/07/20 15:36:39] openrec INFO: epoch: [7/40], global_step: 18960, lr: 0.000483, loss: 0.361635, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.30117 s, avg_samples: 256.0, ips: 850.00449 samples/s, eta: 9:01:18 [2025/07/20 15:36:42] openrec INFO: epoch: [7/40], global_step: 18970, lr: 0.000483, loss: 0.362558, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.29314 s, avg_samples: 256.0, ips: 873.29673 samples/s, eta: 9:01:15 [2025/07/20 15:36:45] openrec INFO: epoch: [7/40], global_step: 18980, lr: 0.000483, loss: 0.400885, avg_reader_cost: 0.00731 s, avg_batch_cost: 0.29308 s, avg_samples: 256.0, ips: 873.47682 samples/s, eta: 9:01:11 [2025/07/20 15:36:48] openrec INFO: epoch: [7/40], global_step: 18990, lr: 0.000483, loss: 0.467186, avg_reader_cost: 0.00914 s, avg_batch_cost: 0.30019 s, avg_samples: 256.0, ips: 852.80510 samples/s, eta: 9:01:08 [2025/07/20 15:36:51] openrec INFO: epoch: [7/40], global_step: 19000, lr: 0.000483, loss: 0.463026, avg_reader_cost: 0.00820 s, avg_batch_cost: 0.30027 s, avg_samples: 256.0, ips: 852.55903 samples/s, eta: 9:01:05 [2025/07/20 15:36:54] openrec INFO: cur metric, acc: 0.9210816764333862, norm_edit_dis: 0.9774981642508562, num_samples: 7248, fps: 2701.6621352382936 [2025/07/20 15:36:55] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 15:36:55] openrec INFO: best metric, acc: 0.9210816764333862, norm_edit_dis: 0.9774981642508562, num_samples: 7248, fps: 2701.6621352382936, best_epoch: 7 [2025/07/20 15:36:58] openrec INFO: epoch: [7/40], global_step: 19010, lr: 0.000483, loss: 0.426162, avg_reader_cost: 0.39150 s, avg_batch_cost: 0.68557 s, avg_samples: 256.0, ips: 373.41131 samples/s, eta: 9:01:23 [2025/07/20 15:37:01] openrec INFO: epoch: [7/40], global_step: 19020, lr: 0.000483, loss: 0.398008, avg_reader_cost: 0.00787 s, avg_batch_cost: 0.29560 s, avg_samples: 256.0, ips: 866.04179 samples/s, eta: 9:01:20 [2025/07/20 15:37:04] openrec INFO: epoch: [7/40], global_step: 19030, lr: 0.000483, loss: 0.411334, avg_reader_cost: 0.00735 s, avg_batch_cost: 0.30552 s, avg_samples: 256.0, ips: 837.91860 samples/s, eta: 9:01:17 [2025/07/20 15:37:07] openrec INFO: epoch: [7/40], global_step: 19040, lr: 0.000483, loss: 0.382702, avg_reader_cost: 0.00808 s, avg_batch_cost: 0.30451 s, avg_samples: 256.0, ips: 840.69154 samples/s, eta: 9:01:14 [2025/07/20 15:37:10] openrec INFO: epoch: [7/40], global_step: 19050, lr: 0.000483, loss: 0.381262, avg_reader_cost: 0.00838 s, avg_batch_cost: 0.29522 s, avg_samples: 256.0, ips: 867.14777 samples/s, eta: 9:01:10 [2025/07/20 15:37:13] openrec INFO: epoch: [7/40], global_step: 19060, lr: 0.000483, loss: 0.420167, avg_reader_cost: 0.00756 s, avg_batch_cost: 0.29369 s, avg_samples: 256.0, ips: 871.66383 samples/s, eta: 9:01:07 [2025/07/20 15:37:16] openrec INFO: epoch: [7/40], global_step: 19070, lr: 0.000483, loss: 0.424811, avg_reader_cost: 0.00808 s, avg_batch_cost: 0.29908 s, avg_samples: 256.0, ips: 855.94963 samples/s, eta: 9:01:03 [2025/07/20 15:37:19] openrec INFO: epoch: [7/40], global_step: 19080, lr: 0.000483, loss: 0.413419, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.30930 s, avg_samples: 256.0, ips: 827.68728 samples/s, eta: 9:01:01 [2025/07/20 15:37:22] openrec INFO: epoch: [7/40], global_step: 19090, lr: 0.000483, loss: 0.410877, avg_reader_cost: 0.00792 s, avg_batch_cost: 0.30712 s, avg_samples: 256.0, ips: 833.55218 samples/s, eta: 9:00:58 [2025/07/20 15:37:25] openrec INFO: epoch: [7/40], global_step: 19100, lr: 0.000483, loss: 0.360615, avg_reader_cost: 0.00804 s, avg_batch_cost: 0.30426 s, avg_samples: 256.0, ips: 841.38126 samples/s, eta: 9:00:55 [2025/07/20 15:37:28] openrec INFO: epoch: [7/40], global_step: 19110, lr: 0.000483, loss: 0.368016, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.30436 s, avg_samples: 256.0, ips: 841.12059 samples/s, eta: 9:00:52 [2025/07/20 15:37:31] openrec INFO: epoch: [7/40], global_step: 19120, lr: 0.000483, loss: 0.413801, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.29859 s, avg_samples: 256.0, ips: 857.35906 samples/s, eta: 9:00:48 [2025/07/20 15:37:34] openrec INFO: epoch: [7/40], global_step: 19130, lr: 0.000483, loss: 0.422939, avg_reader_cost: 0.00799 s, avg_batch_cost: 0.29979 s, avg_samples: 256.0, ips: 853.92775 samples/s, eta: 9:00:45 [2025/07/20 15:37:37] openrec INFO: epoch: [7/40], global_step: 19140, lr: 0.000483, loss: 0.472693, avg_reader_cost: 0.00693 s, avg_batch_cost: 0.29628 s, avg_samples: 256.0, ips: 864.03980 samples/s, eta: 9:00:42 [2025/07/20 15:37:40] openrec INFO: epoch: [7/40], global_step: 19150, lr: 0.000483, loss: 0.437229, avg_reader_cost: 0.00835 s, avg_batch_cost: 0.30580 s, avg_samples: 256.0, ips: 837.14811 samples/s, eta: 9:00:39 [2025/07/20 15:37:43] openrec INFO: epoch: [7/40], global_step: 19160, lr: 0.000483, loss: 0.380592, avg_reader_cost: 0.00915 s, avg_batch_cost: 0.29694 s, avg_samples: 256.0, ips: 862.13584 samples/s, eta: 9:00:35 [2025/07/20 15:37:46] openrec INFO: epoch: [7/40], global_step: 19170, lr: 0.000483, loss: 0.367704, avg_reader_cost: 0.00846 s, avg_batch_cost: 0.30578 s, avg_samples: 256.0, ips: 837.19380 samples/s, eta: 9:00:32 [2025/07/20 15:37:49] openrec INFO: epoch: [7/40], global_step: 19180, lr: 0.000483, loss: 0.412029, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.29628 s, avg_samples: 256.0, ips: 864.03910 samples/s, eta: 9:00:29 [2025/07/20 15:37:52] openrec INFO: epoch: [7/40], global_step: 19190, lr: 0.000483, loss: 0.452719, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.30166 s, avg_samples: 256.0, ips: 848.63294 samples/s, eta: 9:00:26 [2025/07/20 15:37:55] openrec INFO: epoch: [7/40], global_step: 19200, lr: 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[2025/07/20 15:38:10] openrec INFO: epoch: [7/40], global_step: 19250, lr: 0.000483, loss: 0.438700, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.29873 s, avg_samples: 256.0, ips: 856.96280 samples/s, eta: 9:00:07 [2025/07/20 15:38:13] openrec INFO: epoch: [7/40], global_step: 19260, lr: 0.000483, loss: 0.401745, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.30433 s, avg_samples: 256.0, ips: 841.18167 samples/s, eta: 9:00:04 [2025/07/20 15:38:16] openrec INFO: epoch: [7/40], global_step: 19270, lr: 0.000482, loss: 0.413177, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.30549 s, avg_samples: 256.0, ips: 838.00937 samples/s, eta: 9:00:01 [2025/07/20 15:38:19] openrec INFO: epoch: [7/40], global_step: 19280, lr: 0.000482, loss: 0.388792, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.29955 s, avg_samples: 256.0, ips: 854.61897 samples/s, eta: 8:59:58 [2025/07/20 15:38:22] openrec INFO: epoch: [7/40], global_step: 19290, lr: 0.000482, loss: 0.380229, avg_reader_cost: 0.00744 s, 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global_step: 19340, lr: 0.000482, loss: 0.516111, avg_reader_cost: 0.00825 s, avg_batch_cost: 0.29737 s, avg_samples: 256.0, ips: 860.89017 samples/s, eta: 8:59:39 [2025/07/20 15:38:40] openrec INFO: epoch: [7/40], global_step: 19350, lr: 0.000482, loss: 0.440161, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.30324 s, avg_samples: 256.0, ips: 844.21869 samples/s, eta: 8:59:36 [2025/07/20 15:38:44] openrec INFO: epoch: [7/40], global_step: 19360, lr: 0.000482, loss: 0.459855, avg_reader_cost: 0.00789 s, avg_batch_cost: 0.30136 s, avg_samples: 256.0, ips: 849.47754 samples/s, eta: 8:59:32 [2025/07/20 15:38:47] openrec INFO: epoch: [7/40], global_step: 19370, lr: 0.000482, loss: 0.510357, avg_reader_cost: 0.00743 s, avg_batch_cost: 0.29902 s, avg_samples: 256.0, ips: 856.12947 samples/s, eta: 8:59:29 [2025/07/20 15:38:50] openrec INFO: epoch: [7/40], global_step: 19380, lr: 0.000482, loss: 0.445022, avg_reader_cost: 0.00812 s, avg_batch_cost: 0.29936 s, avg_samples: 256.0, ips: 855.14939 samples/s, eta: 8:59:26 [2025/07/20 15:38:53] openrec INFO: epoch: [7/40], global_step: 19390, lr: 0.000482, loss: 0.431909, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.30308 s, avg_samples: 256.0, ips: 844.66477 samples/s, eta: 8:59:23 [2025/07/20 15:38:56] openrec INFO: epoch: [7/40], global_step: 19400, lr: 0.000482, loss: 0.394039, avg_reader_cost: 0.00755 s, avg_batch_cost: 0.29698 s, avg_samples: 256.0, ips: 861.99991 samples/s, eta: 8:59:19 [2025/07/20 15:38:59] openrec INFO: epoch: [7/40], global_step: 19410, lr: 0.000482, loss: 0.362123, avg_reader_cost: 0.00863 s, avg_batch_cost: 0.30598 s, avg_samples: 256.0, ips: 836.66566 samples/s, eta: 8:59:17 [2025/07/20 15:39:02] openrec INFO: epoch: [7/40], global_step: 19420, lr: 0.000482, loss: 0.407605, avg_reader_cost: 0.00743 s, avg_batch_cost: 0.29663 s, avg_samples: 256.0, ips: 863.02503 samples/s, eta: 8:59:13 [2025/07/20 15:39:05] openrec INFO: epoch: [7/40], global_step: 19430, lr: 0.000482, loss: 0.430943, avg_reader_cost: 0.01017 s, avg_batch_cost: 0.29491 s, avg_samples: 256.0, ips: 868.05575 samples/s, eta: 8:59:10 [2025/07/20 15:39:08] openrec INFO: epoch: [7/40], global_step: 19440, lr: 0.000482, loss: 0.405355, avg_reader_cost: 0.00701 s, avg_batch_cost: 0.29834 s, avg_samples: 256.0, ips: 858.07511 samples/s, eta: 8:59:06 [2025/07/20 15:39:11] openrec INFO: epoch: [7/40], global_step: 19450, lr: 0.000482, loss: 0.405156, avg_reader_cost: 0.00820 s, avg_batch_cost: 0.30278 s, avg_samples: 256.0, ips: 845.49230 samples/s, eta: 8:59:03 [2025/07/20 15:39:14] openrec INFO: epoch: [7/40], global_step: 19460, lr: 0.000482, loss: 0.440996, avg_reader_cost: 0.00737 s, avg_batch_cost: 0.29981 s, avg_samples: 256.0, ips: 853.87587 samples/s, eta: 8:59:00 [2025/07/20 15:39:17] openrec INFO: epoch: [7/40], global_step: 19470, lr: 0.000482, loss: 0.434906, avg_reader_cost: 0.00783 s, avg_batch_cost: 0.30013 s, avg_samples: 256.0, ips: 852.96559 samples/s, eta: 8:58:57 [2025/07/20 15:39:20] openrec INFO: epoch: [7/40], global_step: 19480, lr: 0.000482, loss: 0.420435, avg_reader_cost: 0.00753 s, avg_batch_cost: 0.30339 s, avg_samples: 256.0, ips: 843.78879 samples/s, eta: 8:58:54 [2025/07/20 15:39:23] openrec INFO: epoch: [7/40], global_step: 19490, lr: 0.000482, loss: 0.424129, avg_reader_cost: 0.00723 s, avg_batch_cost: 0.29144 s, avg_samples: 256.0, ips: 878.39086 samples/s, eta: 8:58:50 [2025/07/20 15:39:25] openrec INFO: epoch: [7/40], global_step: 19500, lr: 0.000482, loss: 0.432497, avg_reader_cost: 0.00723 s, avg_batch_cost: 0.29273 s, avg_samples: 256.0, ips: 874.53300 samples/s, eta: 8:58:46 [2025/07/20 15:39:29] openrec INFO: cur metric, acc: 0.922047460096513, norm_edit_dis: 0.9781713398840691, num_samples: 7248, fps: 2689.514866271896 [2025/07/20 15:39:29] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 15:39:29] openrec INFO: best metric, acc: 0.922047460096513, 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[2025/07/20 15:41:09] openrec INFO: epoch: [7/40], global_step: 19830, lr: 0.000481, loss: 0.412500, avg_reader_cost: 0.00787 s, avg_batch_cost: 0.29587 s, avg_samples: 256.0, ips: 865.23143 samples/s, eta: 8:57:21 [2025/07/20 15:41:12] openrec INFO: epoch: [7/40], global_step: 19840, lr: 0.000481, loss: 0.456809, avg_reader_cost: 0.00825 s, avg_batch_cost: 0.29806 s, avg_samples: 256.0, ips: 858.88414 samples/s, eta: 8:57:18 [2025/07/20 15:41:15] openrec INFO: epoch: [7/40], global_step: 19850, lr: 0.000481, loss: 0.411404, avg_reader_cost: 0.00902 s, avg_batch_cost: 0.30893 s, avg_samples: 256.0, ips: 828.67905 samples/s, eta: 8:57:15 [2025/07/20 15:41:18] openrec INFO: epoch: [7/40], global_step: 19860, lr: 0.000481, loss: 0.370021, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.29818 s, avg_samples: 256.0, ips: 858.55223 samples/s, eta: 8:57:12 [2025/07/20 15:41:21] openrec INFO: epoch: [7/40], global_step: 19870, lr: 0.000481, loss: 0.387136, avg_reader_cost: 0.00764 s, 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samples/s, eta: 8:56:40 [2025/07/20 15:41:51] openrec INFO: epoch: [7/40], global_step: 19970, lr: 0.000481, loss: 0.514702, avg_reader_cost: 0.00776 s, avg_batch_cost: 0.30604 s, avg_samples: 256.0, ips: 836.49978 samples/s, eta: 8:56:37 [2025/07/20 15:41:54] openrec INFO: epoch: [7/40], global_step: 19980, lr: 0.000481, loss: 0.436449, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.29655 s, avg_samples: 256.0, ips: 863.25497 samples/s, eta: 8:56:33 [2025/07/20 15:41:57] openrec INFO: epoch: [7/40], global_step: 19990, lr: 0.000481, loss: 0.442818, avg_reader_cost: 0.00860 s, avg_batch_cost: 0.29117 s, avg_samples: 256.0, ips: 879.19641 samples/s, eta: 8:56:30 [2025/07/20 15:42:00] openrec INFO: epoch: [7/40], global_step: 20000, lr: 0.000481, loss: 0.448757, avg_reader_cost: 0.00747 s, avg_batch_cost: 0.30267 s, avg_samples: 256.0, ips: 845.80732 samples/s, eta: 8:56:27 [2025/07/20 15:42:03] openrec INFO: cur metric, acc: 0.9165286963072176, norm_edit_dis: 0.9766870730494361, num_samples: 7248, fps: 2702.186365371272 [2025/07/20 15:42:03] openrec INFO: best metric, acc: 0.922047460096513, norm_edit_dis: 0.9781713398840691, num_samples: 7248, fps: 2689.514866271896, best_epoch: 7 [2025/07/20 15:42:04] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/iter_latest.pth [2025/07/20 15:42:07] openrec INFO: epoch: [7/40], global_step: 20010, lr: 0.000481, loss: 0.617879, avg_reader_cost: 0.44064 s, avg_batch_cost: 0.73011 s, avg_samples: 256.0, ips: 350.63401 samples/s, eta: 8:56:46 [2025/07/20 15:42:10] openrec INFO: epoch: [7/40], global_step: 20020, lr: 0.000481, loss: 0.522662, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.29771 s, avg_samples: 256.0, ips: 859.91123 samples/s, eta: 8:56:43 [2025/07/20 15:42:13] openrec INFO: epoch: [7/40], global_step: 20030, lr: 0.000481, loss: 0.421177, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.29252 s, avg_samples: 256.0, ips: 875.15955 samples/s, eta: 8:56:39 [2025/07/20 15:42:16] openrec INFO: epoch: [7/40], global_step: 20040, lr: 0.000481, loss: 0.432149, avg_reader_cost: 0.00727 s, avg_batch_cost: 0.29498 s, avg_samples: 256.0, ips: 867.84457 samples/s, eta: 8:56:36 [2025/07/20 15:42:19] openrec INFO: epoch: [7/40], global_step: 20050, lr: 0.000481, loss: 0.455309, avg_reader_cost: 0.00844 s, avg_batch_cost: 0.29619 s, avg_samples: 256.0, ips: 864.32023 samples/s, eta: 8:56:32 [2025/07/20 15:42:22] openrec INFO: epoch: [7/40], global_step: 20060, lr: 0.000481, loss: 0.470690, avg_reader_cost: 0.00772 s, avg_batch_cost: 0.29648 s, avg_samples: 256.0, ips: 863.45691 samples/s, eta: 8:56:29 [2025/07/20 15:42:25] openrec INFO: epoch: [7/40], global_step: 20070, lr: 0.000481, loss: 0.462544, avg_reader_cost: 0.00796 s, avg_batch_cost: 0.30307 s, avg_samples: 256.0, ips: 844.69175 samples/s, eta: 8:56:26 [2025/07/20 15:42:28] openrec INFO: epoch: [7/40], global_step: 20080, lr: 0.000481, loss: 0.448796, avg_reader_cost: 0.00663 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openrec INFO: epoch: [7/40], global_step: 20270, lr: 0.000480, loss: 0.415868, avg_reader_cost: 0.00828 s, avg_batch_cost: 0.30359 s, avg_samples: 256.0, ips: 843.25018 samples/s, eta: 8:55:20 [2025/07/20 15:43:28] openrec INFO: epoch: [7/40], global_step: 20280, lr: 0.000480, loss: 0.550191, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.29482 s, avg_samples: 256.0, ips: 868.32672 samples/s, eta: 8:55:17 [2025/07/20 15:43:31] openrec INFO: epoch: [7/40], global_step: 20290, lr: 0.000480, loss: 0.440939, avg_reader_cost: 0.00788 s, avg_batch_cost: 0.30517 s, avg_samples: 256.0, ips: 838.87299 samples/s, eta: 8:55:14 [2025/07/20 15:43:34] openrec INFO: epoch: [7/40], global_step: 20300, lr: 0.000480, loss: 0.380928, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.30744 s, avg_samples: 256.0, ips: 832.66932 samples/s, eta: 8:55:11 [2025/07/20 15:43:37] openrec INFO: epoch: [7/40], global_step: 20310, lr: 0.000480, loss: 0.414410, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.30146 s, 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[2025/07/20 15:44:07] openrec INFO: epoch: [7/40], global_step: 20410, lr: 0.000480, loss: 0.432767, avg_reader_cost: 0.00916 s, avg_batch_cost: 0.30469 s, avg_samples: 256.0, ips: 840.20447 samples/s, eta: 8:54:34 [2025/07/20 15:44:10] openrec INFO: epoch: [7/40], global_step: 20420, lr: 0.000480, loss: 0.417181, avg_reader_cost: 0.00698 s, avg_batch_cost: 0.29742 s, avg_samples: 256.0, ips: 860.74552 samples/s, eta: 8:54:31 [2025/07/20 15:44:13] openrec INFO: epoch: [7/40], global_step: 20430, lr: 0.000480, loss: 0.402434, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.30393 s, avg_samples: 256.0, ips: 842.28700 samples/s, eta: 8:54:28 [2025/07/20 15:44:16] openrec INFO: epoch: [7/40], global_step: 20440, lr: 0.000480, loss: 0.410051, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.29928 s, avg_samples: 256.0, ips: 855.38565 samples/s, eta: 8:54:25 [2025/07/20 15:44:19] openrec INFO: epoch: [7/40], global_step: 20450, lr: 0.000480, loss: 0.395673, avg_reader_cost: 0.00787 s, 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[2025/07/20 15:45:44] openrec INFO: epoch: [7/40], global_step: 20720, lr: 0.000479, loss: 0.425751, avg_reader_cost: 0.00755 s, avg_batch_cost: 0.30668 s, avg_samples: 256.0, ips: 834.75959 samples/s, eta: 8:53:15 [2025/07/20 15:45:47] openrec INFO: epoch: [7/40], global_step: 20730, lr: 0.000479, loss: 0.399227, avg_reader_cost: 0.00829 s, avg_batch_cost: 0.30302 s, avg_samples: 256.0, ips: 844.82128 samples/s, eta: 8:53:12 [2025/07/20 15:45:50] openrec INFO: epoch: [7/40], global_step: 20740, lr: 0.000479, loss: 0.377624, avg_reader_cost: 0.00914 s, avg_batch_cost: 0.29749 s, avg_samples: 256.0, ips: 860.52285 samples/s, eta: 8:53:09 [2025/07/20 15:45:53] openrec INFO: epoch: [7/40], global_step: 20750, lr: 0.000479, loss: 0.435942, avg_reader_cost: 0.00756 s, avg_batch_cost: 0.29819 s, avg_samples: 256.0, ips: 858.50919 samples/s, eta: 8:53:06 [2025/07/20 15:45:56] openrec INFO: epoch: [7/40], global_step: 20760, lr: 0.000479, loss: 0.474740, avg_reader_cost: 0.00714 s, 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openrec INFO: epoch: [7/40], global_step: 20950, lr: 0.000478, loss: 0.428274, avg_reader_cost: 0.00810 s, avg_batch_cost: 0.29807 s, avg_samples: 256.0, ips: 858.85199 samples/s, eta: 8:52:00 [2025/07/20 15:46:56] openrec INFO: epoch: [7/40], global_step: 20960, lr: 0.000478, loss: 0.549179, avg_reader_cost: 0.00723 s, avg_batch_cost: 0.29583 s, avg_samples: 256.0, ips: 865.34865 samples/s, eta: 8:51:57 [2025/07/20 15:46:59] openrec INFO: epoch: [7/40], global_step: 20970, lr: 0.000478, loss: 0.551437, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.29526 s, avg_samples: 256.0, ips: 867.04456 samples/s, eta: 8:51:53 [2025/07/20 15:47:02] openrec INFO: epoch: [7/40], global_step: 20980, lr: 0.000478, loss: 0.403925, avg_reader_cost: 0.00815 s, avg_batch_cost: 0.29287 s, avg_samples: 256.0, ips: 874.10520 samples/s, eta: 8:51:50 [2025/07/20 15:47:05] openrec INFO: epoch: [7/40], global_step: 20990, lr: 0.000478, loss: 0.447482, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.29630 s, 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[2025/07/20 15:48:42] openrec INFO: epoch: [7/40], global_step: 21300, lr: 0.000477, loss: 0.388952, avg_reader_cost: 0.00809 s, avg_batch_cost: 0.30545 s, avg_samples: 256.0, ips: 838.11959 samples/s, eta: 8:50:26 [2025/07/20 15:48:45] openrec INFO: epoch: [7/40], global_step: 21310, lr: 0.000477, loss: 0.394818, avg_reader_cost: 0.00691 s, avg_batch_cost: 0.29949 s, avg_samples: 256.0, ips: 854.79518 samples/s, eta: 8:50:23 [2025/07/20 15:48:48] openrec INFO: epoch: [7/40], global_step: 21320, lr: 0.000477, loss: 0.459864, avg_reader_cost: 0.00758 s, avg_batch_cost: 0.29846 s, avg_samples: 256.0, ips: 857.74643 samples/s, eta: 8:50:19 [2025/07/20 15:48:51] openrec INFO: epoch: [7/40], global_step: 21330, lr: 0.000477, loss: 0.573957, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.29791 s, avg_samples: 256.0, ips: 859.33231 samples/s, eta: 8:50:16 [2025/07/20 15:48:54] openrec INFO: epoch: [7/40], global_step: 21340, lr: 0.000477, loss: 0.431626, avg_reader_cost: 0.00790 s, 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[2025/07/20 15:51:29] openrec INFO: epoch: [7/40], global_step: 21840, lr: 0.000476, loss: 0.583371, avg_reader_cost: 0.00920 s, avg_batch_cost: 0.29709 s, avg_samples: 256.0, ips: 861.68426 samples/s, eta: 8:47:50 [2025/07/20 15:51:32] openrec INFO: epoch: [7/40], global_step: 21850, lr: 0.000476, loss: 0.550766, avg_reader_cost: 0.00708 s, avg_batch_cost: 0.30007 s, avg_samples: 256.0, ips: 853.14708 samples/s, eta: 8:47:46 [2025/07/20 15:51:35] openrec INFO: epoch: [7/40], global_step: 21860, lr: 0.000476, loss: 0.446659, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.30215 s, avg_samples: 256.0, ips: 847.26467 samples/s, eta: 8:47:43 [2025/07/20 15:51:38] openrec INFO: epoch: [7/40], global_step: 21870, lr: 0.000476, loss: 0.396520, avg_reader_cost: 0.00891 s, avg_batch_cost: 0.29928 s, avg_samples: 256.0, ips: 855.40050 samples/s, eta: 8:47:40 [2025/07/20 15:51:41] openrec INFO: epoch: [7/40], global_step: 21880, lr: 0.000476, loss: 0.401311, avg_reader_cost: 0.00802 s, 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15:52:23] openrec INFO: epoch: [7/40], global_step: 22010, lr: 0.000475, loss: 0.510277, avg_reader_cost: 0.36521 s, avg_batch_cost: 0.65215 s, avg_samples: 256.0, ips: 392.54650 samples/s, eta: 8:47:11 [2025/07/20 15:52:26] openrec INFO: epoch: [7/40], global_step: 22020, lr: 0.000475, loss: 0.422999, avg_reader_cost: 0.00950 s, avg_batch_cost: 0.30845 s, avg_samples: 256.0, ips: 829.94441 samples/s, eta: 8:47:08 [2025/07/20 15:52:29] openrec INFO: epoch: [7/40], global_step: 22030, lr: 0.000475, loss: 0.410902, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.30685 s, avg_samples: 256.0, ips: 834.27490 samples/s, eta: 8:47:05 [2025/07/20 15:52:32] openrec INFO: epoch: [7/40], global_step: 22040, lr: 0.000475, loss: 0.440283, avg_reader_cost: 0.00738 s, avg_batch_cost: 0.29685 s, avg_samples: 256.0, ips: 862.38525 samples/s, eta: 8:47:01 [2025/07/20 15:52:35] openrec INFO: epoch: [7/40], global_step: 22050, lr: 0.000475, loss: 0.485709, avg_reader_cost: 0.00780 s, avg_batch_cost: 0.30130 s, avg_samples: 256.0, ips: 849.64680 samples/s, eta: 8:46:58 [2025/07/20 15:52:40] openrec INFO: cur metric, acc: 0.924944811085893, norm_edit_dis: 0.9783322858876574, num_samples: 7248, fps: 1936.4585363939593 [2025/07/20 15:52:40] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 15:52:40] openrec INFO: best metric, acc: 0.924944811085893, norm_edit_dis: 0.9783322858876574, num_samples: 7248, fps: 1936.4585363939593, best_epoch: 7 [2025/07/20 15:52:41] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 15:52:46] openrec INFO: epoch: [8/40], global_step: 22060, lr: 0.000475, loss: 0.397653, avg_reader_cost: 0.75449 s, avg_batch_cost: 1.04427 s, avg_samples: 256.0, ips: 245.14807 samples/s, eta: 8:47:30 [2025/07/20 15:52:49] openrec INFO: epoch: [8/40], global_step: 22070, lr: 0.000475, loss: 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openrec INFO: epoch: [8/40], global_step: 22490, lr: 0.000474, loss: 0.375900, avg_reader_cost: 0.00710 s, avg_batch_cost: 0.30467 s, avg_samples: 256.0, ips: 840.24320 samples/s, eta: 8:45:11 [2025/07/20 15:54:58] openrec INFO: epoch: [8/40], global_step: 22500, lr: 0.000474, loss: 0.375900, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.29461 s, avg_samples: 256.0, ips: 868.94862 samples/s, eta: 8:45:08 [2025/07/20 15:55:02] openrec INFO: cur metric, acc: 0.9241169965174987, norm_edit_dis: 0.9788878258756214, num_samples: 7248, fps: 2712.199327452918 [2025/07/20 15:55:02] openrec INFO: best metric, acc: 0.924944811085893, norm_edit_dis: 0.9783322858876574, num_samples: 7248, fps: 1936.4585363939593, best_epoch: 7 [2025/07/20 15:55:04] openrec INFO: epoch: [8/40], global_step: 22510, lr: 0.000474, loss: 0.566294, avg_reader_cost: 0.36073 s, avg_batch_cost: 0.64435 s, avg_samples: 256.0, ips: 397.29653 samples/s, eta: 8:45:20 [2025/07/20 15:55:07] openrec INFO: epoch: [8/40], 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[2025/07/20 15:56:32] openrec INFO: epoch: [8/40], global_step: 22800, lr: 0.000473, loss: 0.373031, avg_reader_cost: 0.00731 s, avg_batch_cost: 0.29528 s, avg_samples: 256.0, ips: 866.95999 samples/s, eta: 8:43:46 [2025/07/20 15:56:35] openrec INFO: epoch: [8/40], global_step: 22810, lr: 0.000473, loss: 0.379787, avg_reader_cost: 0.00777 s, avg_batch_cost: 0.30063 s, avg_samples: 256.0, ips: 851.53814 samples/s, eta: 8:43:43 [2025/07/20 15:56:38] openrec INFO: epoch: [8/40], global_step: 22820, lr: 0.000473, loss: 0.503069, avg_reader_cost: 0.00726 s, avg_batch_cost: 0.29897 s, avg_samples: 256.0, ips: 856.28302 samples/s, eta: 8:43:39 [2025/07/20 15:56:41] openrec INFO: epoch: [8/40], global_step: 22830, lr: 0.000473, loss: 0.514550, avg_reader_cost: 0.00927 s, avg_batch_cost: 0.30872 s, avg_samples: 256.0, ips: 829.22034 samples/s, eta: 8:43:37 [2025/07/20 15:56:44] openrec INFO: epoch: [8/40], global_step: 22840, lr: 0.000473, loss: 0.430232, avg_reader_cost: 0.00821 s, 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openrec INFO: epoch: [8/40], global_step: 23200, lr: 0.000472, loss: 0.393802, avg_reader_cost: 0.00788 s, avg_batch_cost: 0.29986 s, avg_samples: 256.0, ips: 853.71810 samples/s, eta: 8:41:53 [2025/07/20 15:58:39] openrec INFO: epoch: [8/40], global_step: 23210, lr: 0.000472, loss: 0.396638, avg_reader_cost: 0.00712 s, avg_batch_cost: 0.29969 s, avg_samples: 256.0, ips: 854.21845 samples/s, eta: 8:41:50 [2025/07/20 15:58:42] openrec INFO: epoch: [8/40], global_step: 23220, lr: 0.000472, loss: 0.402923, avg_reader_cost: 0.00704 s, avg_batch_cost: 0.29682 s, avg_samples: 256.0, ips: 862.48480 samples/s, eta: 8:41:47 [2025/07/20 15:58:45] openrec INFO: epoch: [8/40], global_step: 23230, lr: 0.000472, loss: 0.400274, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.29845 s, avg_samples: 256.0, ips: 857.76274 samples/s, eta: 8:41:43 [2025/07/20 15:58:48] openrec INFO: epoch: [8/40], global_step: 23240, lr: 0.000472, loss: 0.396843, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.29789 s, 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[2025/07/20 15:59:18] openrec INFO: epoch: [8/40], global_step: 23340, lr: 0.000472, loss: 0.363025, avg_reader_cost: 0.00718 s, avg_batch_cost: 0.29833 s, avg_samples: 256.0, ips: 858.11214 samples/s, eta: 8:41:08 [2025/07/20 15:59:21] openrec INFO: epoch: [8/40], global_step: 23350, lr: 0.000471, loss: 0.359874, avg_reader_cost: 0.00798 s, avg_batch_cost: 0.30237 s, avg_samples: 256.0, ips: 846.65585 samples/s, eta: 8:41:05 [2025/07/20 15:59:24] openrec INFO: epoch: [8/40], global_step: 23360, lr: 0.000471, loss: 0.399339, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.29781 s, avg_samples: 256.0, ips: 859.60736 samples/s, eta: 8:41:02 [2025/07/20 15:59:27] openrec INFO: epoch: [8/40], global_step: 23370, lr: 0.000471, loss: 0.407952, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.30549 s, avg_samples: 256.0, ips: 837.98439 samples/s, eta: 8:40:59 [2025/07/20 15:59:30] openrec INFO: epoch: [8/40], global_step: 23380, lr: 0.000471, loss: 0.393439, avg_reader_cost: 0.00728 s, 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global_step: 23430, lr: 0.000471, loss: 0.379983, avg_reader_cost: 0.00792 s, avg_batch_cost: 0.30605 s, avg_samples: 256.0, ips: 836.45905 samples/s, eta: 8:40:39 [2025/07/20 15:59:48] openrec INFO: epoch: [8/40], global_step: 23440, lr: 0.000471, loss: 0.399850, avg_reader_cost: 0.00716 s, avg_batch_cost: 0.29963 s, avg_samples: 256.0, ips: 854.39082 samples/s, eta: 8:40:36 [2025/07/20 15:59:51] openrec INFO: epoch: [8/40], global_step: 23450, lr: 0.000471, loss: 0.442372, avg_reader_cost: 0.00791 s, avg_batch_cost: 0.30606 s, avg_samples: 256.0, ips: 836.42530 samples/s, eta: 8:40:33 [2025/07/20 15:59:54] openrec INFO: epoch: [8/40], global_step: 23460, lr: 0.000471, loss: 0.491552, avg_reader_cost: 0.00753 s, avg_batch_cost: 0.28875 s, avg_samples: 256.0, ips: 886.57824 samples/s, eta: 8:40:29 [2025/07/20 15:59:57] openrec INFO: epoch: [8/40], global_step: 23470, lr: 0.000471, loss: 0.529338, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.29833 s, avg_samples: 256.0, ips: 858.09925 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openrec INFO: best metric, acc: 0.9263245020332168, norm_edit_dis: 0.979851796616043, num_samples: 7248, fps: 2689.754970465204, best_epoch: 8 [2025/07/20 16:00:13] openrec INFO: epoch: [8/40], global_step: 23510, lr: 0.000471, loss: 0.340293, avg_reader_cost: 0.39535 s, avg_batch_cost: 0.69470 s, avg_samples: 256.0, ips: 368.50373 samples/s, eta: 8:40:30 [2025/07/20 16:00:16] openrec INFO: epoch: [8/40], global_step: 23520, lr: 0.000471, loss: 0.352862, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.29951 s, avg_samples: 256.0, ips: 854.72013 samples/s, eta: 8:40:27 [2025/07/20 16:00:19] openrec INFO: epoch: [8/40], global_step: 23530, lr: 0.000471, loss: 0.356583, avg_reader_cost: 0.00747 s, avg_batch_cost: 0.30370 s, avg_samples: 256.0, ips: 842.93527 samples/s, eta: 8:40:24 [2025/07/20 16:00:22] openrec INFO: epoch: [8/40], global_step: 23540, lr: 0.000471, loss: 0.399220, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.30908 s, avg_samples: 256.0, ips: 828.26573 samples/s, eta: 8:40:21 [2025/07/20 16:00:25] openrec INFO: epoch: [8/40], global_step: 23550, lr: 0.000471, loss: 0.412102, avg_reader_cost: 0.00689 s, avg_batch_cost: 0.29974 s, avg_samples: 256.0, ips: 854.06625 samples/s, eta: 8:40:18 [2025/07/20 16:00:28] openrec INFO: epoch: [8/40], global_step: 23560, lr: 0.000471, loss: 0.403057, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.30255 s, avg_samples: 256.0, ips: 846.14325 samples/s, eta: 8:40:15 [2025/07/20 16:00:31] openrec INFO: epoch: [8/40], global_step: 23570, lr: 0.000471, loss: 0.459045, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.30012 s, avg_samples: 256.0, ips: 852.98219 samples/s, eta: 8:40:12 [2025/07/20 16:00:34] openrec INFO: epoch: [8/40], global_step: 23580, lr: 0.000471, loss: 0.504937, avg_reader_cost: 0.00739 s, avg_batch_cost: 0.29793 s, avg_samples: 256.0, ips: 859.26918 samples/s, eta: 8:40:08 [2025/07/20 16:00:37] openrec INFO: epoch: [8/40], global_step: 23590, lr: 0.000471, loss: 0.427826, avg_reader_cost: 0.00735 s, 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global_step: 23640, lr: 0.000471, loss: 0.396329, avg_reader_cost: 0.00783 s, avg_batch_cost: 0.30084 s, avg_samples: 256.0, ips: 850.94846 samples/s, eta: 8:39:49 [2025/07/20 16:00:55] openrec INFO: epoch: [8/40], global_step: 23650, lr: 0.000471, loss: 0.408649, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.30249 s, avg_samples: 256.0, ips: 846.30618 samples/s, eta: 8:39:46 [2025/07/20 16:00:58] openrec INFO: epoch: [8/40], global_step: 23660, lr: 0.000471, loss: 0.394235, avg_reader_cost: 0.00920 s, avg_batch_cost: 0.29874 s, avg_samples: 256.0, ips: 856.92730 samples/s, eta: 8:39:42 [2025/07/20 16:01:01] openrec INFO: epoch: [8/40], global_step: 23670, lr: 0.000471, loss: 0.556968, avg_reader_cost: 0.00699 s, avg_batch_cost: 0.30280 s, avg_samples: 256.0, ips: 845.44423 samples/s, eta: 8:39:39 [2025/07/20 16:01:04] openrec INFO: epoch: [8/40], global_step: 23680, lr: 0.000470, loss: 0.542898, avg_reader_cost: 0.00839 s, avg_batch_cost: 0.30379 s, avg_samples: 256.0, ips: 842.68713 samples/s, eta: 8:39:36 [2025/07/20 16:01:07] openrec INFO: epoch: [8/40], global_step: 23690, lr: 0.000470, loss: 0.431475, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.30346 s, avg_samples: 256.0, ips: 843.60032 samples/s, eta: 8:39:33 [2025/07/20 16:01:10] openrec INFO: epoch: [8/40], global_step: 23700, lr: 0.000470, loss: 0.411318, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.30029 s, avg_samples: 256.0, ips: 852.50149 samples/s, eta: 8:39:30 [2025/07/20 16:01:13] openrec INFO: epoch: [8/40], global_step: 23710, lr: 0.000470, loss: 0.401210, avg_reader_cost: 0.00777 s, avg_batch_cost: 0.29522 s, avg_samples: 256.0, ips: 867.14462 samples/s, eta: 8:39:26 [2025/07/20 16:01:16] openrec INFO: epoch: [8/40], global_step: 23720, lr: 0.000470, loss: 0.430926, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.30538 s, avg_samples: 256.0, ips: 838.29685 samples/s, eta: 8:39:23 [2025/07/20 16:01:19] openrec INFO: epoch: [8/40], global_step: 23730, lr: 0.000470, loss: 0.438266, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.29968 s, avg_samples: 256.0, ips: 854.25848 samples/s, eta: 8:39:20 [2025/07/20 16:01:23] openrec INFO: epoch: [8/40], global_step: 23740, lr: 0.000470, loss: 0.379552, avg_reader_cost: 0.00811 s, avg_batch_cost: 0.30774 s, avg_samples: 256.0, ips: 831.86095 samples/s, eta: 8:39:17 [2025/07/20 16:01:26] openrec INFO: epoch: [8/40], global_step: 23750, lr: 0.000470, loss: 0.381166, avg_reader_cost: 0.00826 s, avg_batch_cost: 0.29894 s, avg_samples: 256.0, ips: 856.35411 samples/s, eta: 8:39:14 [2025/07/20 16:01:29] openrec INFO: epoch: [8/40], global_step: 23760, lr: 0.000470, loss: 0.497900, avg_reader_cost: 0.00709 s, avg_batch_cost: 0.29942 s, avg_samples: 256.0, ips: 854.97623 samples/s, eta: 8:39:11 [2025/07/20 16:01:32] openrec INFO: epoch: [8/40], global_step: 23770, lr: 0.000470, loss: 0.432121, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.30347 s, avg_samples: 256.0, ips: 843.56791 samples/s, eta: 8:39:08 [2025/07/20 16:01:35] openrec INFO: epoch: [8/40], global_step: 23780, lr: 0.000470, loss: 0.369286, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.30397 s, avg_samples: 256.0, ips: 842.18770 samples/s, eta: 8:39:04 [2025/07/20 16:01:38] openrec INFO: epoch: [8/40], global_step: 23790, lr: 0.000470, loss: 0.384493, avg_reader_cost: 0.00774 s, avg_batch_cost: 0.30210 s, avg_samples: 256.0, ips: 847.41466 samples/s, eta: 8:39:01 [2025/07/20 16:01:41] openrec INFO: epoch: [8/40], global_step: 23800, lr: 0.000470, loss: 0.441193, avg_reader_cost: 0.00853 s, avg_batch_cost: 0.29306 s, avg_samples: 256.0, ips: 873.54049 samples/s, eta: 8:38:58 [2025/07/20 16:01:44] openrec INFO: epoch: [8/40], global_step: 23810, lr: 0.000470, loss: 0.523513, avg_reader_cost: 0.00935 s, avg_batch_cost: 0.29604 s, avg_samples: 256.0, ips: 864.75501 samples/s, eta: 8:38:54 [2025/07/20 16:01:47] openrec INFO: epoch: [8/40], global_step: 23820, lr: 0.000470, loss: 0.399570, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.29496 s, 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0.000470, loss: 0.376824, avg_reader_cost: 0.00850 s, avg_batch_cost: 0.29780 s, avg_samples: 256.0, ips: 859.62601 samples/s, eta: 8:38:34 [2025/07/20 16:02:04] openrec INFO: epoch: [8/40], global_step: 23880, lr: 0.000470, loss: 0.381454, avg_reader_cost: 0.00776 s, avg_batch_cost: 0.29887 s, avg_samples: 256.0, ips: 856.56903 samples/s, eta: 8:38:30 [2025/07/20 16:02:07] openrec INFO: epoch: [8/40], global_step: 23890, lr: 0.000470, loss: 0.394212, avg_reader_cost: 0.00848 s, avg_batch_cost: 0.29928 s, avg_samples: 256.0, ips: 855.38994 samples/s, eta: 8:38:27 [2025/07/20 16:02:10] openrec INFO: epoch: [8/40], global_step: 23900, lr: 0.000470, loss: 0.333615, avg_reader_cost: 0.00782 s, avg_batch_cost: 0.30227 s, avg_samples: 256.0, ips: 846.91717 samples/s, eta: 8:38:24 [2025/07/20 16:02:13] openrec INFO: epoch: [8/40], global_step: 23910, lr: 0.000470, loss: 0.419463, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.29215 s, avg_samples: 256.0, ips: 876.25234 samples/s, eta: 8:38:20 [2025/07/20 16:02:16] openrec INFO: epoch: [8/40], global_step: 23920, lr: 0.000470, loss: 0.471157, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.30821 s, avg_samples: 256.0, ips: 830.60999 samples/s, eta: 8:38:17 [2025/07/20 16:02:19] openrec INFO: epoch: [8/40], global_step: 23930, lr: 0.000470, loss: 0.394859, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.29630 s, avg_samples: 256.0, ips: 863.97723 samples/s, eta: 8:38:14 [2025/07/20 16:02:22] openrec INFO: epoch: [8/40], global_step: 23940, lr: 0.000470, loss: 0.479784, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.28963 s, avg_samples: 256.0, ips: 883.89796 samples/s, eta: 8:38:10 [2025/07/20 16:02:25] openrec INFO: epoch: [8/40], global_step: 23950, lr: 0.000470, loss: 0.464078, avg_reader_cost: 0.00842 s, avg_batch_cost: 0.29987 s, avg_samples: 256.0, ips: 853.69895 samples/s, eta: 8:38:07 [2025/07/20 16:02:28] openrec INFO: epoch: [8/40], global_step: 23960, lr: 0.000470, loss: 0.441609, avg_reader_cost: 0.00811 s, avg_batch_cost: 0.30340 s, avg_samples: 256.0, ips: 843.76167 samples/s, eta: 8:38:04 [2025/07/20 16:02:31] openrec INFO: epoch: [8/40], global_step: 23970, lr: 0.000470, loss: 0.447672, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.29965 s, avg_samples: 256.0, ips: 854.33623 samples/s, eta: 8:38:01 [2025/07/20 16:02:34] openrec INFO: epoch: [8/40], global_step: 23980, lr: 0.000470, loss: 0.432230, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.30583 s, avg_samples: 256.0, ips: 837.05570 samples/s, eta: 8:37:58 [2025/07/20 16:02:37] openrec INFO: epoch: [8/40], global_step: 23990, lr: 0.000470, loss: 0.361515, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.29760 s, avg_samples: 256.0, ips: 860.20153 samples/s, eta: 8:37:54 [2025/07/20 16:02:40] openrec INFO: epoch: [8/40], global_step: 24000, lr: 0.000470, loss: 0.405644, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.30466 s, avg_samples: 256.0, ips: 840.29271 samples/s, eta: 8:37:51 [2025/07/20 16:02:44] openrec INFO: cur metric, acc: 0.9243929347069634, norm_edit_dis: 0.9788586188164743, num_samples: 7248, fps: 2693.322551177249 [2025/07/20 16:02:44] openrec INFO: best metric, acc: 0.9263245020332168, norm_edit_dis: 0.979851796616043, num_samples: 7248, fps: 2689.754970465204, best_epoch: 8 [2025/07/20 16:02:47] openrec INFO: epoch: [8/40], global_step: 24010, lr: 0.000469, loss: 0.424894, avg_reader_cost: 0.36801 s, avg_batch_cost: 0.65878 s, avg_samples: 256.0, ips: 388.59975 samples/s, eta: 8:38:03 [2025/07/20 16:02:50] openrec INFO: epoch: [8/40], global_step: 24020, lr: 0.000469, loss: 0.419469, avg_reader_cost: 0.00770 s, avg_batch_cost: 0.29795 s, avg_samples: 256.0, ips: 859.21534 samples/s, eta: 8:38:00 [2025/07/20 16:02:53] openrec INFO: epoch: [8/40], global_step: 24030, lr: 0.000469, loss: 0.561697, avg_reader_cost: 0.00882 s, avg_batch_cost: 0.29740 s, avg_samples: 256.0, ips: 860.78941 samples/s, eta: 8:37:57 [2025/07/20 16:02:56] openrec INFO: epoch: [8/40], global_step: 24040, lr: 0.000469, loss: 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16:03:11] openrec INFO: epoch: [8/40], global_step: 24090, lr: 0.000469, loss: 0.630556, avg_reader_cost: 0.00794 s, avg_batch_cost: 0.29412 s, avg_samples: 256.0, ips: 870.37934 samples/s, eta: 8:37:37 [2025/07/20 16:03:14] openrec INFO: epoch: [8/40], global_step: 24100, lr: 0.000469, loss: 0.417130, avg_reader_cost: 0.00716 s, avg_batch_cost: 0.29548 s, avg_samples: 256.0, ips: 866.37728 samples/s, eta: 8:37:34 [2025/07/20 16:03:17] openrec INFO: epoch: [8/40], global_step: 24110, lr: 0.000469, loss: 0.368942, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.30248 s, avg_samples: 256.0, ips: 846.32332 samples/s, eta: 8:37:31 [2025/07/20 16:03:20] openrec INFO: epoch: [8/40], global_step: 24120, lr: 0.000469, loss: 0.363987, avg_reader_cost: 0.00807 s, avg_batch_cost: 0.29920 s, avg_samples: 256.0, ips: 855.61515 samples/s, eta: 8:37:27 [2025/07/20 16:03:23] openrec INFO: epoch: [8/40], global_step: 24130, lr: 0.000469, loss: 0.380303, avg_reader_cost: 0.00686 s, avg_batch_cost: 0.30711 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[2025/07/20 16:03:53] openrec INFO: epoch: [8/40], global_step: 24230, lr: 0.000469, loss: 0.499783, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.29999 s, avg_samples: 256.0, ips: 853.35700 samples/s, eta: 8:36:52 [2025/07/20 16:03:56] openrec INFO: epoch: [8/40], global_step: 24240, lr: 0.000469, loss: 0.365670, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.29928 s, avg_samples: 256.0, ips: 855.37400 samples/s, eta: 8:36:49 [2025/07/20 16:03:59] openrec INFO: epoch: [8/40], global_step: 24250, lr: 0.000469, loss: 0.418147, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.29291 s, avg_samples: 256.0, ips: 873.99051 samples/s, eta: 8:36:45 [2025/07/20 16:04:02] openrec INFO: epoch: [8/40], global_step: 24260, lr: 0.000469, loss: 0.489343, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.30518 s, avg_samples: 256.0, ips: 838.85923 samples/s, eta: 8:36:42 [2025/07/20 16:04:05] openrec INFO: epoch: [8/40], global_step: 24270, lr: 0.000469, loss: 0.445633, avg_reader_cost: 0.00746 s, 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openrec INFO: epoch: [8/40], global_step: 24460, lr: 0.000468, loss: 0.409613, avg_reader_cost: 0.01036 s, avg_batch_cost: 0.30570 s, avg_samples: 256.0, ips: 837.41038 samples/s, eta: 8:35:39 [2025/07/20 16:05:06] openrec INFO: epoch: [8/40], global_step: 24470, lr: 0.000468, loss: 0.388111, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.30150 s, avg_samples: 256.0, ips: 849.08894 samples/s, eta: 8:35:35 [2025/07/20 16:05:09] openrec INFO: epoch: [8/40], global_step: 24480, lr: 0.000468, loss: 0.427624, avg_reader_cost: 0.00942 s, avg_batch_cost: 0.30534 s, avg_samples: 256.0, ips: 838.42187 samples/s, eta: 8:35:32 [2025/07/20 16:05:12] openrec INFO: epoch: [8/40], global_step: 24490, lr: 0.000468, loss: 0.366158, avg_reader_cost: 0.00786 s, avg_batch_cost: 0.30079 s, avg_samples: 256.0, ips: 851.09273 samples/s, eta: 8:35:29 [2025/07/20 16:05:15] openrec INFO: epoch: [8/40], global_step: 24500, lr: 0.000468, loss: 0.382808, avg_reader_cost: 0.00964 s, avg_batch_cost: 0.30600 s, 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[2025/07/20 16:06:52] openrec INFO: epoch: [8/40], global_step: 24810, lr: 0.000467, loss: 0.392638, avg_reader_cost: 0.00892 s, avg_batch_cost: 0.29680 s, avg_samples: 256.0, ips: 862.53731 samples/s, eta: 8:34:01 [2025/07/20 16:06:55] openrec INFO: epoch: [8/40], global_step: 24820, lr: 0.000467, loss: 0.415625, avg_reader_cost: 0.00911 s, avg_batch_cost: 0.30348 s, avg_samples: 256.0, ips: 843.55803 samples/s, eta: 8:33:58 [2025/07/20 16:06:58] openrec INFO: epoch: [8/40], global_step: 24830, lr: 0.000467, loss: 0.412631, avg_reader_cost: 0.00711 s, avg_batch_cost: 0.29279 s, avg_samples: 256.0, ips: 874.33218 samples/s, eta: 8:33:54 [2025/07/20 16:07:01] openrec INFO: epoch: [8/40], global_step: 24840, lr: 0.000467, loss: 0.435661, avg_reader_cost: 0.00739 s, avg_batch_cost: 0.30131 s, avg_samples: 256.0, ips: 849.61964 samples/s, eta: 8:33:51 [2025/07/20 16:07:04] openrec INFO: epoch: [8/40], global_step: 24850, lr: 0.000467, loss: 0.379284, avg_reader_cost: 0.00957 s, 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avg_reader_cost: 0.00754 s, avg_batch_cost: 0.29927 s, avg_samples: 256.0, ips: 855.41079 samples/s, eta: 8:33:04 [2025/07/20 16:07:49] openrec INFO: epoch: [8/40], global_step: 25000, lr: 0.000466, loss: 0.405301, avg_reader_cost: 0.00811 s, avg_batch_cost: 0.30534 s, avg_samples: 256.0, ips: 838.39961 samples/s, eta: 8:33:01 [2025/07/20 16:07:53] openrec INFO: cur metric, acc: 0.9283940384542025, norm_edit_dis: 0.9791684322541181, num_samples: 7248, fps: 2689.5945789660313 [2025/07/20 16:07:53] openrec INFO: best metric, acc: 0.9303256057804559, norm_edit_dis: 0.9804095265359625, num_samples: 7248, fps: 2702.3300058277277, best_epoch: 8 [2025/07/20 16:07:56] openrec INFO: epoch: [8/40], global_step: 25010, lr: 0.000466, loss: 0.371731, avg_reader_cost: 0.36461 s, avg_batch_cost: 0.65234 s, avg_samples: 256.0, ips: 392.43305 samples/s, eta: 8:33:12 [2025/07/20 16:07:59] openrec INFO: epoch: [8/40], global_step: 25020, lr: 0.000466, loss: 0.361325, avg_reader_cost: 0.00840 s, 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global_step: 25070, lr: 0.000466, loss: 0.478276, avg_reader_cost: 0.00719 s, avg_batch_cost: 0.29595 s, avg_samples: 256.0, ips: 864.99744 samples/s, eta: 8:32:52 [2025/07/20 16:08:17] openrec INFO: epoch: [8/40], global_step: 25080, lr: 0.000466, loss: 0.379350, avg_reader_cost: 0.00799 s, avg_batch_cost: 0.30123 s, avg_samples: 256.0, ips: 849.85076 samples/s, eta: 8:32:49 [2025/07/20 16:08:20] openrec INFO: epoch: [8/40], global_step: 25090, lr: 0.000466, loss: 0.394544, avg_reader_cost: 0.00699 s, avg_batch_cost: 0.29564 s, avg_samples: 256.0, ips: 865.91475 samples/s, eta: 8:32:45 [2025/07/20 16:08:23] openrec INFO: epoch: [8/40], global_step: 25100, lr: 0.000466, loss: 0.407559, avg_reader_cost: 0.00820 s, avg_batch_cost: 0.29669 s, avg_samples: 256.0, ips: 862.85075 samples/s, eta: 8:32:42 [2025/07/20 16:08:26] openrec INFO: epoch: [8/40], global_step: 25110, lr: 0.000466, loss: 0.437119, avg_reader_cost: 0.01300 s, avg_batch_cost: 0.29957 s, avg_samples: 256.0, ips: 854.56599 samples/s, eta: 8:32:38 [2025/07/20 16:08:29] openrec INFO: epoch: [8/40], global_step: 25120, lr: 0.000466, loss: 0.470747, avg_reader_cost: 0.00694 s, avg_batch_cost: 0.29589 s, avg_samples: 256.0, ips: 865.19776 samples/s, eta: 8:32:35 [2025/07/20 16:08:32] openrec INFO: epoch: [8/40], global_step: 25130, lr: 0.000466, loss: 0.380052, avg_reader_cost: 0.00782 s, avg_batch_cost: 0.30365 s, avg_samples: 256.0, ips: 843.07962 samples/s, eta: 8:32:32 [2025/07/20 16:08:35] openrec INFO: epoch: [8/40], global_step: 25140, lr: 0.000466, loss: 0.379219, avg_reader_cost: 0.00716 s, avg_batch_cost: 0.29776 s, avg_samples: 256.0, ips: 859.74859 samples/s, eta: 8:32:29 [2025/07/20 16:08:38] openrec INFO: epoch: [8/40], global_step: 25150, lr: 0.000466, loss: 0.371073, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.29783 s, avg_samples: 256.0, ips: 859.56091 samples/s, eta: 8:32:25 [2025/07/20 16:08:41] openrec INFO: epoch: [8/40], global_step: 25160, lr: 0.000466, loss: 0.377053, avg_reader_cost: 0.00889 s, avg_batch_cost: 0.30272 s, avg_samples: 256.0, ips: 845.67602 samples/s, eta: 8:32:22 [2025/07/20 16:08:44] openrec INFO: epoch: [8/40], global_step: 25170, lr: 0.000466, loss: 0.377053, avg_reader_cost: 0.00809 s, avg_batch_cost: 0.30684 s, avg_samples: 256.0, ips: 834.32163 samples/s, eta: 8:32:19 [2025/07/20 16:08:47] openrec INFO: epoch: [8/40], global_step: 25180, lr: 0.000466, loss: 0.414986, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.29719 s, avg_samples: 256.0, ips: 861.40146 samples/s, eta: 8:32:16 [2025/07/20 16:08:50] openrec INFO: epoch: [8/40], global_step: 25190, lr: 0.000466, loss: 0.385232, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.30237 s, avg_samples: 256.0, ips: 846.63102 samples/s, eta: 8:32:13 [2025/07/20 16:08:53] openrec INFO: epoch: [8/40], global_step: 25200, lr: 0.000466, loss: 0.366033, avg_reader_cost: 0.00716 s, avg_batch_cost: 0.30503 s, avg_samples: 256.0, ips: 839.26673 samples/s, eta: 8:32:10 [2025/07/20 16:08:58] openrec INFO: cur metric, acc: 0.928532007548935, norm_edit_dis: 0.9798928224063738, num_samples: 7248, fps: 1857.1904623751473 [2025/07/20 16:08:58] openrec INFO: best metric, acc: 0.9303256057804559, norm_edit_dis: 0.9804095265359625, num_samples: 7248, fps: 2702.3300058277277, best_epoch: 8 [2025/07/20 16:08:59] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 16:09:03] openrec INFO: epoch: [9/40], global_step: 25210, lr: 0.000466, loss: 0.374640, avg_reader_cost: 0.76513 s, avg_batch_cost: 1.06163 s, avg_samples: 256.0, ips: 241.13914 samples/s, eta: 8:32:37 [2025/07/20 16:09:06] openrec INFO: epoch: [9/40], global_step: 25220, lr: 0.000466, loss: 0.379312, avg_reader_cost: 0.00709 s, avg_batch_cost: 0.29755 s, avg_samples: 256.0, ips: 860.34806 samples/s, eta: 8:32:34 [2025/07/20 16:09:09] openrec INFO: epoch: [9/40], global_step: 25230, lr: 0.000466, loss: 0.370628, avg_reader_cost: 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[9/40], global_step: 25280, lr: 0.000465, loss: 0.436777, avg_reader_cost: 0.00857 s, avg_batch_cost: 0.29890 s, avg_samples: 256.0, ips: 856.47412 samples/s, eta: 8:32:14 [2025/07/20 16:09:28] openrec INFO: epoch: [9/40], global_step: 25290, lr: 0.000465, loss: 0.398180, avg_reader_cost: 0.00784 s, avg_batch_cost: 0.30984 s, avg_samples: 256.0, ips: 826.22479 samples/s, eta: 8:32:11 [2025/07/20 16:09:30] openrec INFO: epoch: [9/40], global_step: 25300, lr: 0.000465, loss: 0.345966, avg_reader_cost: 0.00816 s, avg_batch_cost: 0.29550 s, avg_samples: 256.0, ips: 866.32653 samples/s, eta: 8:32:08 [2025/07/20 16:09:34] openrec INFO: epoch: [9/40], global_step: 25310, lr: 0.000465, loss: 0.388588, avg_reader_cost: 0.00791 s, avg_batch_cost: 0.30302 s, avg_samples: 256.0, ips: 844.83271 samples/s, eta: 8:32:05 [2025/07/20 16:09:37] openrec INFO: epoch: [9/40], global_step: 25320, lr: 0.000465, loss: 0.425210, avg_reader_cost: 0.00791 s, avg_batch_cost: 0.29927 s, avg_samples: 256.0, ips: 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openrec INFO: epoch: [9/40], global_step: 25420, lr: 0.000465, loss: 0.406551, avg_reader_cost: 0.00865 s, avg_batch_cost: 0.30037 s, avg_samples: 256.0, ips: 852.27359 samples/s, eta: 8:31:29 [2025/07/20 16:10:10] openrec INFO: epoch: [9/40], global_step: 25430, lr: 0.000465, loss: 0.400137, avg_reader_cost: 0.00799 s, avg_batch_cost: 0.29556 s, avg_samples: 256.0, ips: 866.15231 samples/s, eta: 8:31:25 [2025/07/20 16:10:13] openrec INFO: epoch: [9/40], global_step: 25440, lr: 0.000465, loss: 0.418809, avg_reader_cost: 0.00849 s, avg_batch_cost: 0.29917 s, avg_samples: 256.0, ips: 855.70952 samples/s, eta: 8:31:22 [2025/07/20 16:10:16] openrec INFO: epoch: [9/40], global_step: 25450, lr: 0.000465, loss: 0.418809, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30307 s, avg_samples: 256.0, ips: 844.69347 samples/s, eta: 8:31:19 [2025/07/20 16:10:19] openrec INFO: epoch: [9/40], global_step: 25460, lr: 0.000465, loss: 0.380905, avg_reader_cost: 0.00753 s, avg_batch_cost: 0.30245 s, 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openrec INFO: epoch: [9/40], global_step: 25590, lr: 0.000464, loss: 0.361713, avg_reader_cost: 0.00841 s, avg_batch_cost: 0.31009 s, avg_samples: 256.0, ips: 825.55568 samples/s, eta: 8:30:48 [2025/07/20 16:11:04] openrec INFO: epoch: [9/40], global_step: 25600, lr: 0.000464, loss: 0.359869, avg_reader_cost: 0.00835 s, avg_batch_cost: 0.29824 s, avg_samples: 256.0, ips: 858.35635 samples/s, eta: 8:30:45 [2025/07/20 16:11:07] openrec INFO: epoch: [9/40], global_step: 25610, lr: 0.000464, loss: 0.390716, avg_reader_cost: 0.00816 s, avg_batch_cost: 0.29600 s, avg_samples: 256.0, ips: 864.85245 samples/s, eta: 8:30:42 [2025/07/20 16:11:10] openrec INFO: epoch: [9/40], global_step: 25620, lr: 0.000464, loss: 0.379831, avg_reader_cost: 0.00808 s, avg_batch_cost: 0.30532 s, avg_samples: 256.0, ips: 838.47045 samples/s, eta: 8:30:39 [2025/07/20 16:11:14] openrec INFO: epoch: [9/40], global_step: 25630, lr: 0.000464, loss: 0.369144, avg_reader_cost: 0.00803 s, avg_batch_cost: 0.30704 s, 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[2025/07/20 16:11:44] openrec INFO: epoch: [9/40], global_step: 25730, lr: 0.000464, loss: 0.366872, avg_reader_cost: 0.00793 s, avg_batch_cost: 0.30284 s, avg_samples: 256.0, ips: 845.31870 samples/s, eta: 8:30:03 [2025/07/20 16:11:47] openrec INFO: epoch: [9/40], global_step: 25740, lr: 0.000464, loss: 0.462138, avg_reader_cost: 0.00770 s, avg_batch_cost: 0.29650 s, avg_samples: 256.0, ips: 863.39817 samples/s, eta: 8:30:00 [2025/07/20 16:11:50] openrec INFO: epoch: [9/40], global_step: 25750, lr: 0.000464, loss: 0.437126, avg_reader_cost: 0.01178 s, avg_batch_cost: 0.29713 s, avg_samples: 256.0, ips: 861.57377 samples/s, eta: 8:29:56 [2025/07/20 16:11:53] openrec INFO: epoch: [9/40], global_step: 25760, lr: 0.000464, loss: 0.383341, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.30152 s, avg_samples: 256.0, ips: 849.02710 samples/s, eta: 8:29:53 [2025/07/20 16:11:56] openrec INFO: epoch: [9/40], global_step: 25770, lr: 0.000464, loss: 0.418120, avg_reader_cost: 0.00697 s, 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openrec INFO: epoch: [9/40], global_step: 25960, lr: 0.000463, loss: 0.366040, avg_reader_cost: 0.00807 s, avg_batch_cost: 0.30211 s, avg_samples: 256.0, ips: 847.37232 samples/s, eta: 8:28:48 [2025/07/20 16:12:56] openrec INFO: epoch: [9/40], global_step: 25970, lr: 0.000463, loss: 0.391874, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.30182 s, avg_samples: 256.0, ips: 848.19405 samples/s, eta: 8:28:45 [2025/07/20 16:12:59] openrec INFO: epoch: [9/40], global_step: 25980, lr: 0.000463, loss: 0.396190, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.29943 s, avg_samples: 256.0, ips: 854.96146 samples/s, eta: 8:28:42 [2025/07/20 16:13:02] openrec INFO: epoch: [9/40], global_step: 25990, lr: 0.000463, loss: 0.370836, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.30385 s, avg_samples: 256.0, ips: 842.52784 samples/s, eta: 8:28:39 [2025/07/20 16:13:05] openrec INFO: epoch: [9/40], global_step: 26000, lr: 0.000463, loss: 0.358677, avg_reader_cost: 0.00835 s, avg_batch_cost: 0.30285 s, 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openrec INFO: epoch: [9/40], global_step: 26130, lr: 0.000463, loss: 0.379668, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.30504 s, avg_samples: 256.0, ips: 839.23019 samples/s, eta: 8:28:07 [2025/07/20 16:13:51] openrec INFO: epoch: [9/40], global_step: 26140, lr: 0.000463, loss: 0.364590, avg_reader_cost: 0.00784 s, avg_batch_cost: 0.30153 s, avg_samples: 256.0, ips: 848.98958 samples/s, eta: 8:28:04 [2025/07/20 16:13:54] openrec INFO: epoch: [9/40], global_step: 26150, lr: 0.000463, loss: 0.325259, avg_reader_cost: 0.00793 s, avg_batch_cost: 0.30133 s, avg_samples: 256.0, ips: 849.55658 samples/s, eta: 8:28:00 [2025/07/20 16:13:57] openrec INFO: epoch: [9/40], global_step: 26160, lr: 0.000462, loss: 0.362998, avg_reader_cost: 0.00914 s, avg_batch_cost: 0.30480 s, avg_samples: 256.0, ips: 839.88599 samples/s, eta: 8:27:57 [2025/07/20 16:14:00] openrec INFO: epoch: [9/40], global_step: 26170, lr: 0.000462, loss: 0.345102, avg_reader_cost: 0.00739 s, avg_batch_cost: 0.30681 s, 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[2025/07/20 16:14:30] openrec INFO: epoch: [9/40], global_step: 26270, lr: 0.000462, loss: 0.346837, avg_reader_cost: 0.00709 s, avg_batch_cost: 0.29887 s, avg_samples: 256.0, ips: 856.54620 samples/s, eta: 8:27:22 [2025/07/20 16:14:33] openrec INFO: epoch: [9/40], global_step: 26280, lr: 0.000462, loss: 0.346837, avg_reader_cost: 0.00753 s, avg_batch_cost: 0.30203 s, avg_samples: 256.0, ips: 847.59721 samples/s, eta: 8:27:19 [2025/07/20 16:14:36] openrec INFO: epoch: [9/40], global_step: 26290, lr: 0.000462, loss: 0.360925, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.30529 s, avg_samples: 256.0, ips: 838.53495 samples/s, eta: 8:27:16 [2025/07/20 16:14:39] openrec INFO: epoch: [9/40], global_step: 26300, lr: 0.000462, loss: 0.380637, avg_reader_cost: 0.00691 s, avg_batch_cost: 0.29675 s, avg_samples: 256.0, ips: 862.68021 samples/s, eta: 8:27:12 [2025/07/20 16:14:42] openrec INFO: epoch: [9/40], global_step: 26310, lr: 0.000462, loss: 0.431248, avg_reader_cost: 0.00771 s, 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openrec INFO: epoch: [9/40], global_step: 26500, lr: 0.000461, loss: 0.383084, avg_reader_cost: 0.00777 s, avg_batch_cost: 0.29846 s, avg_samples: 256.0, ips: 857.72341 samples/s, eta: 8:26:07 [2025/07/20 16:15:42] openrec INFO: cur metric, acc: 0.9283940384542025, norm_edit_dis: 0.9798990766968746, num_samples: 7248, fps: 2688.987929576844 [2025/07/20 16:15:42] openrec INFO: best metric, acc: 0.9303256057804559, norm_edit_dis: 0.9804095265359625, num_samples: 7248, fps: 2702.3300058277277, best_epoch: 8 [2025/07/20 16:15:45] openrec INFO: epoch: [9/40], global_step: 26510, lr: 0.000461, loss: 0.415018, avg_reader_cost: 0.36601 s, avg_batch_cost: 0.65032 s, avg_samples: 256.0, ips: 393.65126 samples/s, eta: 8:26:17 [2025/07/20 16:15:48] openrec INFO: epoch: [9/40], global_step: 26520, lr: 0.000461, loss: 0.570670, avg_reader_cost: 0.00669 s, avg_batch_cost: 0.29028 s, avg_samples: 256.0, ips: 881.90022 samples/s, eta: 8:26:13 [2025/07/20 16:15:51] openrec INFO: epoch: [9/40], 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[2025/07/20 16:17:15] openrec INFO: epoch: [9/40], global_step: 26810, lr: 0.000460, loss: 0.441789, avg_reader_cost: 0.00876 s, avg_batch_cost: 0.30080 s, avg_samples: 256.0, ips: 851.06615 samples/s, eta: 8:24:39 [2025/07/20 16:17:18] openrec INFO: epoch: [9/40], global_step: 26820, lr: 0.000460, loss: 0.390228, avg_reader_cost: 0.00721 s, avg_batch_cost: 0.29157 s, avg_samples: 256.0, ips: 878.00415 samples/s, eta: 8:24:35 [2025/07/20 16:17:21] openrec INFO: epoch: [9/40], global_step: 26830, lr: 0.000460, loss: 0.375376, avg_reader_cost: 0.00803 s, avg_batch_cost: 0.30688 s, avg_samples: 256.0, ips: 834.21364 samples/s, eta: 8:24:32 [2025/07/20 16:17:24] openrec INFO: epoch: [9/40], global_step: 26840, lr: 0.000460, loss: 0.381164, avg_reader_cost: 0.00835 s, avg_batch_cost: 0.30031 s, avg_samples: 256.0, ips: 852.45100 samples/s, eta: 8:24:29 [2025/07/20 16:17:27] openrec INFO: epoch: [9/40], global_step: 26850, lr: 0.000460, loss: 0.395412, avg_reader_cost: 0.00850 s, 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openrec INFO: epoch: [9/40], global_step: 27210, lr: 0.000459, loss: 0.405309, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.29436 s, avg_samples: 256.0, ips: 869.69185 samples/s, eta: 8:22:42 [2025/07/20 16:19:22] openrec INFO: epoch: [9/40], global_step: 27220, lr: 0.000459, loss: 0.478199, avg_reader_cost: 0.00704 s, avg_batch_cost: 0.30256 s, avg_samples: 256.0, ips: 846.11285 samples/s, eta: 8:22:39 [2025/07/20 16:19:25] openrec INFO: epoch: [9/40], global_step: 27230, lr: 0.000459, loss: 0.386824, avg_reader_cost: 0.00776 s, avg_batch_cost: 0.29729 s, avg_samples: 256.0, ips: 861.11815 samples/s, eta: 8:22:35 [2025/07/20 16:19:28] openrec INFO: epoch: [9/40], global_step: 27240, lr: 0.000459, loss: 0.388722, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.30219 s, avg_samples: 256.0, ips: 847.15438 samples/s, eta: 8:22:32 [2025/07/20 16:19:31] openrec INFO: epoch: [9/40], global_step: 27250, lr: 0.000459, loss: 0.402018, avg_reader_cost: 0.01097 s, avg_batch_cost: 0.29497 s, 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[2025/07/20 16:20:02] openrec INFO: epoch: [9/40], global_step: 27350, lr: 0.000458, loss: 0.364211, avg_reader_cost: 0.00770 s, avg_batch_cost: 0.30172 s, avg_samples: 256.0, ips: 848.46871 samples/s, eta: 8:21:57 [2025/07/20 16:20:05] openrec INFO: epoch: [9/40], global_step: 27360, lr: 0.000458, loss: 0.348154, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.29905 s, avg_samples: 256.0, ips: 856.05493 samples/s, eta: 8:21:54 [2025/07/20 16:20:08] openrec INFO: epoch: [9/40], global_step: 27370, lr: 0.000458, loss: 0.385799, avg_reader_cost: 0.00731 s, avg_batch_cost: 0.30029 s, avg_samples: 256.0, ips: 852.49912 samples/s, eta: 8:21:51 [2025/07/20 16:20:11] openrec INFO: epoch: [9/40], global_step: 27380, lr: 0.000458, loss: 0.379627, avg_reader_cost: 0.00786 s, avg_batch_cost: 0.30528 s, avg_samples: 256.0, ips: 838.56717 samples/s, eta: 8:21:48 [2025/07/20 16:20:14] openrec INFO: epoch: [9/40], global_step: 27390, lr: 0.000458, loss: 0.366318, avg_reader_cost: 0.00824 s, 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[2025/07/20 16:21:09] openrec INFO: epoch: [9/40], global_step: 27560, lr: 0.000458, loss: 0.355277, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.30563 s, avg_samples: 256.0, ips: 837.62190 samples/s, eta: 8:21:04 [2025/07/20 16:21:12] openrec INFO: epoch: [9/40], global_step: 27570, lr: 0.000458, loss: 0.439047, avg_reader_cost: 0.00747 s, avg_batch_cost: 0.30295 s, avg_samples: 256.0, ips: 845.01402 samples/s, eta: 8:21:01 [2025/07/20 16:21:15] openrec INFO: epoch: [9/40], global_step: 27580, lr: 0.000457, loss: 0.415128, avg_reader_cost: 0.00777 s, avg_batch_cost: 0.30172 s, avg_samples: 256.0, ips: 848.46664 samples/s, eta: 8:20:58 [2025/07/20 16:21:18] openrec INFO: epoch: [9/40], global_step: 27590, lr: 0.000457, loss: 0.410323, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.29864 s, avg_samples: 256.0, ips: 857.22025 samples/s, eta: 8:20:54 [2025/07/20 16:21:21] openrec INFO: epoch: [9/40], global_step: 27600, lr: 0.000457, loss: 0.387123, avg_reader_cost: 0.00768 s, 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[2025/07/20 16:23:01] openrec INFO: epoch: [9/40], global_step: 27930, lr: 0.000456, loss: 0.411337, avg_reader_cost: 0.00806 s, avg_batch_cost: 0.29717 s, avg_samples: 256.0, ips: 861.45308 samples/s, eta: 8:19:05 [2025/07/20 16:23:04] openrec INFO: epoch: [9/40], global_step: 27940, lr: 0.000456, loss: 0.374659, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.30016 s, avg_samples: 256.0, ips: 852.87785 samples/s, eta: 8:19:02 [2025/07/20 16:23:07] openrec INFO: epoch: [9/40], global_step: 27950, lr: 0.000456, loss: 0.375049, avg_reader_cost: 0.00835 s, avg_batch_cost: 0.30522 s, avg_samples: 256.0, ips: 838.74862 samples/s, eta: 8:18:59 [2025/07/20 16:23:10] openrec INFO: epoch: [9/40], global_step: 27960, lr: 0.000456, loss: 0.376572, avg_reader_cost: 0.00911 s, avg_batch_cost: 0.30001 s, avg_samples: 256.0, ips: 853.30207 samples/s, eta: 8:18:56 [2025/07/20 16:23:13] openrec INFO: epoch: [9/40], global_step: 27970, lr: 0.000456, loss: 0.420107, avg_reader_cost: 0.00761 s, 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[2025/07/20 16:23:55] openrec INFO: epoch: [9/40], global_step: 28100, lr: 0.000456, loss: 0.351416, avg_reader_cost: 0.00844 s, avg_batch_cost: 0.29813 s, avg_samples: 256.0, ips: 858.67280 samples/s, eta: 8:18:23 [2025/07/20 16:23:58] openrec INFO: epoch: [9/40], global_step: 28110, lr: 0.000456, loss: 0.382026, avg_reader_cost: 0.01077 s, avg_batch_cost: 0.30027 s, avg_samples: 256.0, ips: 852.57128 samples/s, eta: 8:18:20 [2025/07/20 16:24:01] openrec INFO: epoch: [9/40], global_step: 28120, lr: 0.000456, loss: 0.406407, avg_reader_cost: 0.00989 s, avg_batch_cost: 0.30235 s, avg_samples: 256.0, ips: 846.69952 samples/s, eta: 8:18:16 [2025/07/20 16:24:04] openrec INFO: epoch: [9/40], global_step: 28130, lr: 0.000455, loss: 0.371613, avg_reader_cost: 0.00955 s, avg_batch_cost: 0.29934 s, avg_samples: 256.0, ips: 855.21403 samples/s, eta: 8:18:13 [2025/07/20 16:24:07] openrec INFO: epoch: [9/40], global_step: 28140, lr: 0.000455, loss: 0.408568, avg_reader_cost: 0.01041 s, 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openrec INFO: epoch: [9/40], global_step: 28330, lr: 0.000455, loss: 0.409144, avg_reader_cost: 0.00901 s, avg_batch_cost: 0.30262 s, avg_samples: 256.0, ips: 845.95166 samples/s, eta: 8:17:09 [2025/07/20 16:25:08] openrec INFO: epoch: [9/40], global_step: 28340, lr: 0.000455, loss: 0.436432, avg_reader_cost: 0.00843 s, avg_batch_cost: 0.29886 s, avg_samples: 256.0, ips: 856.58604 samples/s, eta: 8:17:06 [2025/07/20 16:25:11] openrec INFO: epoch: [9/40], global_step: 28350, lr: 0.000455, loss: 0.396958, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.30237 s, avg_samples: 256.0, ips: 846.65806 samples/s, eta: 8:17:03 [2025/07/20 16:25:16] openrec INFO: cur metric, acc: 0.9300496675909911, norm_edit_dis: 0.9808217623289545, num_samples: 7248, fps: 1914.5120898924636 [2025/07/20 16:25:16] openrec INFO: best metric, acc: 0.9311534203488502, norm_edit_dis: 0.9801798747319427, num_samples: 7248, fps: 2702.079245473531, best_epoch: 9 [2025/07/20 16:25:16] openrec INFO: save ckpt to 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[2025/07/20 16:26:40] openrec INFO: epoch: [10/40], global_step: 28610, lr: 0.000454, loss: 0.346571, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.29656 s, avg_samples: 256.0, ips: 863.23325 samples/s, eta: 8:16:17 [2025/07/20 16:26:43] openrec INFO: epoch: [10/40], global_step: 28620, lr: 0.000454, loss: 0.405657, avg_reader_cost: 0.00892 s, avg_batch_cost: 0.30180 s, avg_samples: 256.0, ips: 848.23754 samples/s, eta: 8:16:14 [2025/07/20 16:26:46] openrec INFO: epoch: [10/40], global_step: 28630, lr: 0.000454, loss: 0.459883, avg_reader_cost: 0.00814 s, avg_batch_cost: 0.28984 s, avg_samples: 256.0, ips: 883.25535 samples/s, eta: 8:16:11 [2025/07/20 16:26:49] openrec INFO: epoch: [10/40], global_step: 28640, lr: 0.000454, loss: 0.433347, avg_reader_cost: 0.00694 s, avg_batch_cost: 0.30521 s, avg_samples: 256.0, ips: 838.77574 samples/s, eta: 8:16:08 [2025/07/20 16:26:52] openrec INFO: epoch: [10/40], global_step: 28650, lr: 0.000454, loss: 0.353087, avg_reader_cost: 0.00820 s, 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28930, lr: 0.000452, loss: 0.349182, avg_reader_cost: 0.00792 s, avg_batch_cost: 0.29812 s, avg_samples: 256.0, ips: 858.72004 samples/s, eta: 8:14:35 [2025/07/20 16:28:20] openrec INFO: epoch: [10/40], global_step: 28940, lr: 0.000452, loss: 0.401096, avg_reader_cost: 0.00756 s, avg_batch_cost: 0.30018 s, avg_samples: 256.0, ips: 852.81099 samples/s, eta: 8:14:32 [2025/07/20 16:28:23] openrec INFO: epoch: [10/40], global_step: 28950, lr: 0.000452, loss: 0.364725, avg_reader_cost: 0.00851 s, avg_batch_cost: 0.30654 s, avg_samples: 256.0, ips: 835.12005 samples/s, eta: 8:14:29 [2025/07/20 16:28:26] openrec INFO: epoch: [10/40], global_step: 28960, lr: 0.000452, loss: 0.391357, avg_reader_cost: 0.00731 s, avg_batch_cost: 0.29550 s, avg_samples: 256.0, ips: 866.32898 samples/s, eta: 8:14:25 [2025/07/20 16:28:29] openrec INFO: epoch: [10/40], global_step: 28970, lr: 0.000452, loss: 0.383211, avg_reader_cost: 0.00726 s, avg_batch_cost: 0.30111 s, avg_samples: 256.0, ips: 850.19193 samples/s, eta: 8:14:22 [2025/07/20 16:28:32] openrec INFO: epoch: [10/40], global_step: 28980, lr: 0.000452, loss: 0.353985, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.29839 s, avg_samples: 256.0, ips: 857.94169 samples/s, eta: 8:14:19 [2025/07/20 16:28:35] openrec INFO: epoch: [10/40], global_step: 28990, lr: 0.000452, loss: 0.360059, avg_reader_cost: 0.00886 s, avg_batch_cost: 0.31035 s, avg_samples: 256.0, ips: 824.88639 samples/s, eta: 8:14:16 [2025/07/20 16:28:38] openrec INFO: epoch: [10/40], global_step: 29000, lr: 0.000452, loss: 0.414821, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.30143 s, avg_samples: 256.0, ips: 849.28511 samples/s, eta: 8:14:13 [2025/07/20 16:28:42] openrec INFO: cur metric, acc: 0.9333609258645683, norm_edit_dis: 0.9815065112767682, num_samples: 7248, fps: 2700.9516395183864 [2025/07/20 16:28:42] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 16:28:42] openrec INFO: best metric, acc: 0.9333609258645683, norm_edit_dis: 0.9815065112767682, num_samples: 7248, fps: 2700.9516395183864, best_epoch: 10 [2025/07/20 16:28:45] openrec INFO: epoch: [10/40], global_step: 29010, lr: 0.000452, loss: 0.531880, avg_reader_cost: 0.38793 s, avg_batch_cost: 0.67772 s, avg_samples: 256.0, ips: 377.73448 samples/s, eta: 8:14:22 [2025/07/20 16:28:48] openrec INFO: epoch: [10/40], global_step: 29020, lr: 0.000452, loss: 0.368836, avg_reader_cost: 0.00819 s, avg_batch_cost: 0.30250 s, avg_samples: 256.0, ips: 846.28844 samples/s, eta: 8:14:19 [2025/07/20 16:28:51] openrec INFO: epoch: [10/40], global_step: 29030, lr: 0.000452, loss: 0.375959, avg_reader_cost: 0.00743 s, avg_batch_cost: 0.28933 s, avg_samples: 256.0, ips: 884.80740 samples/s, eta: 8:14:15 [2025/07/20 16:28:54] openrec INFO: epoch: [10/40], global_step: 29040, lr: 0.000452, loss: 0.432502, avg_reader_cost: 0.00922 s, avg_batch_cost: 0.30024 s, avg_samples: 256.0, ips: 852.64094 samples/s, eta: 8:14:12 [2025/07/20 16:28:57] openrec INFO: epoch: [10/40], global_step: 29050, lr: 0.000452, loss: 0.387655, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.30523 s, avg_samples: 256.0, ips: 838.71042 samples/s, eta: 8:14:09 [2025/07/20 16:29:00] openrec INFO: epoch: [10/40], global_step: 29060, lr: 0.000452, loss: 0.409947, avg_reader_cost: 0.00816 s, avg_batch_cost: 0.29327 s, avg_samples: 256.0, ips: 872.91087 samples/s, eta: 8:14:06 [2025/07/20 16:29:03] openrec INFO: epoch: [10/40], global_step: 29070, lr: 0.000452, loss: 0.386793, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.29878 s, avg_samples: 256.0, ips: 856.81249 samples/s, eta: 8:14:02 [2025/07/20 16:29:06] openrec INFO: epoch: [10/40], global_step: 29080, lr: 0.000452, loss: 0.407396, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.29386 s, avg_samples: 256.0, ips: 871.16588 samples/s, eta: 8:13:59 [2025/07/20 16:29:09] openrec INFO: epoch: [10/40], global_step: 29090, lr: 0.000452, loss: 0.395559, avg_reader_cost: 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epoch: [10/40], global_step: 29140, lr: 0.000452, loss: 0.529564, avg_reader_cost: 0.00819 s, avg_batch_cost: 0.29281 s, avg_samples: 256.0, ips: 874.29915 samples/s, eta: 8:13:39 [2025/07/20 16:29:27] openrec INFO: epoch: [10/40], global_step: 29150, lr: 0.000452, loss: 0.382032, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.30466 s, avg_samples: 256.0, ips: 840.28055 samples/s, eta: 8:13:36 [2025/07/20 16:29:30] openrec INFO: epoch: [10/40], global_step: 29160, lr: 0.000452, loss: 0.349429, avg_reader_cost: 0.00937 s, avg_batch_cost: 0.29921 s, avg_samples: 256.0, ips: 855.59974 samples/s, eta: 8:13:33 [2025/07/20 16:29:33] openrec INFO: epoch: [10/40], global_step: 29170, lr: 0.000452, loss: 0.378139, avg_reader_cost: 0.00877 s, avg_batch_cost: 0.29347 s, avg_samples: 256.0, ips: 872.32971 samples/s, eta: 8:13:29 [2025/07/20 16:29:36] openrec INFO: epoch: [10/40], global_step: 29180, lr: 0.000452, loss: 0.405117, avg_reader_cost: 0.00734 s, avg_batch_cost: 0.29870 s, avg_samples: 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[2025/07/20 16:30:06] openrec INFO: epoch: [10/40], global_step: 29280, lr: 0.000451, loss: 0.338525, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.30759 s, avg_samples: 256.0, ips: 832.27871 samples/s, eta: 8:12:54 [2025/07/20 16:30:09] openrec INFO: epoch: [10/40], global_step: 29290, lr: 0.000451, loss: 0.345218, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.30086 s, avg_samples: 256.0, ips: 850.89896 samples/s, eta: 8:12:50 [2025/07/20 16:30:12] openrec INFO: epoch: [10/40], global_step: 29300, lr: 0.000451, loss: 0.320267, avg_reader_cost: 0.00811 s, avg_batch_cost: 0.30156 s, avg_samples: 256.0, ips: 848.91125 samples/s, eta: 8:12:47 [2025/07/20 16:30:15] openrec INFO: epoch: [10/40], global_step: 29310, lr: 0.000451, loss: 0.320267, avg_reader_cost: 0.00747 s, avg_batch_cost: 0.30052 s, avg_samples: 256.0, ips: 851.86890 samples/s, eta: 8:12:44 [2025/07/20 16:30:18] openrec INFO: epoch: [10/40], global_step: 29320, lr: 0.000451, loss: 0.327658, avg_reader_cost: 0.00735 s, 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[10/40], global_step: 29370, lr: 0.000451, loss: 0.356987, avg_reader_cost: 0.00793 s, avg_batch_cost: 0.29975 s, avg_samples: 256.0, ips: 854.03473 samples/s, eta: 8:12:24 [2025/07/20 16:30:36] openrec INFO: epoch: [10/40], global_step: 29380, lr: 0.000451, loss: 0.372551, avg_reader_cost: 0.00811 s, avg_batch_cost: 0.29897 s, avg_samples: 256.0, ips: 856.27496 samples/s, eta: 8:12:21 [2025/07/20 16:30:39] openrec INFO: epoch: [10/40], global_step: 29390, lr: 0.000451, loss: 0.387760, avg_reader_cost: 0.00832 s, avg_batch_cost: 0.29665 s, avg_samples: 256.0, ips: 862.98182 samples/s, eta: 8:12:18 [2025/07/20 16:30:42] openrec INFO: epoch: [10/40], global_step: 29400, lr: 0.000451, loss: 0.424276, avg_reader_cost: 0.00709 s, avg_batch_cost: 0.29627 s, avg_samples: 256.0, ips: 864.08986 samples/s, eta: 8:12:14 [2025/07/20 16:30:45] openrec INFO: epoch: [10/40], global_step: 29410, lr: 0.000451, loss: 0.403002, avg_reader_cost: 0.00783 s, avg_batch_cost: 0.30176 s, avg_samples: 256.0, 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16:31:16] openrec INFO: cur metric, acc: 0.9322571731067092, norm_edit_dis: 0.9807362209729641, num_samples: 7248, fps: 2706.378868100831 [2025/07/20 16:31:16] openrec INFO: best metric, acc: 0.9333609258645683, norm_edit_dis: 0.9815065112767682, num_samples: 7248, fps: 2700.9516395183864, best_epoch: 10 [2025/07/20 16:31:19] openrec INFO: epoch: [10/40], global_step: 29510, lr: 0.000450, loss: 0.369083, avg_reader_cost: 0.36382 s, avg_batch_cost: 0.65072 s, avg_samples: 256.0, ips: 393.41030 samples/s, eta: 8:11:51 [2025/07/20 16:31:22] openrec INFO: epoch: [10/40], global_step: 29520, lr: 0.000450, loss: 0.421723, avg_reader_cost: 0.00751 s, avg_batch_cost: 0.29327 s, avg_samples: 256.0, ips: 872.92485 samples/s, eta: 8:11:47 [2025/07/20 16:31:25] openrec INFO: epoch: [10/40], global_step: 29530, lr: 0.000450, loss: 0.341747, avg_reader_cost: 0.00829 s, avg_batch_cost: 0.30167 s, avg_samples: 256.0, ips: 848.60055 samples/s, eta: 8:11:44 [2025/07/20 16:31:28] openrec INFO: epoch: 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openrec INFO: epoch: [10/40], global_step: 29910, lr: 0.000449, loss: 0.349072, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.30427 s, avg_samples: 256.0, ips: 841.36926 samples/s, eta: 8:09:43 [2025/07/20 16:33:22] openrec INFO: epoch: [10/40], global_step: 29920, lr: 0.000449, loss: 0.320305, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.29246 s, avg_samples: 256.0, ips: 875.32485 samples/s, eta: 8:09:39 [2025/07/20 16:33:25] openrec INFO: epoch: [10/40], global_step: 29930, lr: 0.000449, loss: 0.340544, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.29610 s, avg_samples: 256.0, ips: 864.58602 samples/s, eta: 8:09:36 [2025/07/20 16:33:28] openrec INFO: epoch: [10/40], global_step: 29940, lr: 0.000449, loss: 0.324487, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.30167 s, avg_samples: 256.0, ips: 848.59565 samples/s, eta: 8:09:33 [2025/07/20 16:33:31] openrec INFO: epoch: [10/40], global_step: 29950, lr: 0.000449, loss: 0.315394, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.30792 s, 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0.000448, loss: 0.353806, avg_reader_cost: 0.00798 s, avg_batch_cost: 0.29918 s, avg_samples: 256.0, ips: 855.68415 samples/s, eta: 8:09:13 [2025/07/20 16:33:50] openrec INFO: cur metric, acc: 0.9321192040119769, norm_edit_dis: 0.9810073668860664, num_samples: 7248, fps: 2656.035939987141 [2025/07/20 16:33:50] openrec INFO: best metric, acc: 0.9333609258645683, norm_edit_dis: 0.9815065112767682, num_samples: 7248, fps: 2700.9516395183864, best_epoch: 10 [2025/07/20 16:33:51] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/iter_latest.pth [2025/07/20 16:33:54] openrec INFO: epoch: [10/40], global_step: 30010, lr: 0.000448, loss: 0.343853, avg_reader_cost: 0.46062 s, avg_batch_cost: 0.74293 s, avg_samples: 256.0, ips: 344.58292 samples/s, eta: 8:09:24 [2025/07/20 16:33:57] openrec INFO: epoch: [10/40], global_step: 30020, lr: 0.000448, loss: 0.371708, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.29756 s, 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[2025/07/20 16:36:31] openrec INFO: epoch: [10/40], global_step: 30520, lr: 0.000446, loss: 0.370802, avg_reader_cost: 0.00807 s, avg_batch_cost: 0.30029 s, avg_samples: 256.0, ips: 852.50616 samples/s, eta: 8:06:50 [2025/07/20 16:36:34] openrec INFO: epoch: [10/40], global_step: 30530, lr: 0.000446, loss: 0.335911, avg_reader_cost: 0.00798 s, avg_batch_cost: 0.30303 s, avg_samples: 256.0, ips: 844.79961 samples/s, eta: 8:06:47 [2025/07/20 16:36:37] openrec INFO: epoch: [10/40], global_step: 30540, lr: 0.000446, loss: 0.339899, avg_reader_cost: 0.00812 s, avg_batch_cost: 0.29992 s, avg_samples: 256.0, ips: 853.55176 samples/s, eta: 8:06:43 [2025/07/20 16:36:40] openrec INFO: epoch: [10/40], global_step: 30550, lr: 0.000446, loss: 0.360069, avg_reader_cost: 0.00971 s, avg_batch_cost: 0.29887 s, avg_samples: 256.0, ips: 856.57237 samples/s, eta: 8:06:40 [2025/07/20 16:36:43] openrec INFO: epoch: [10/40], global_step: 30560, lr: 0.000446, loss: 0.409357, avg_reader_cost: 0.00758 s, 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avg_reader_cost: 0.00718 s, avg_batch_cost: 0.29502 s, avg_samples: 256.0, ips: 867.75150 samples/s, eta: 8:04:37 [2025/07/20 16:38:37] openrec INFO: epoch: [10/40], global_step: 30940, lr: 0.000445, loss: 0.421514, avg_reader_cost: 0.00999 s, avg_batch_cost: 0.29403 s, avg_samples: 256.0, ips: 870.67160 samples/s, eta: 8:04:34 [2025/07/20 16:38:40] openrec INFO: epoch: [10/40], global_step: 30950, lr: 0.000445, loss: 0.397653, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.29713 s, avg_samples: 256.0, ips: 861.56596 samples/s, eta: 8:04:31 [2025/07/20 16:38:43] openrec INFO: epoch: [10/40], global_step: 30960, lr: 0.000444, loss: 0.382511, avg_reader_cost: 0.00714 s, avg_batch_cost: 0.29580 s, avg_samples: 256.0, ips: 865.45836 samples/s, eta: 8:04:27 [2025/07/20 16:38:46] openrec INFO: epoch: [10/40], global_step: 30970, lr: 0.000444, loss: 0.368621, avg_reader_cost: 0.00905 s, avg_batch_cost: 0.29516 s, avg_samples: 256.0, ips: 867.31910 samples/s, eta: 8:04:24 [2025/07/20 16:38:49] openrec INFO: epoch: [10/40], global_step: 30980, lr: 0.000444, loss: 0.345546, avg_reader_cost: 0.00743 s, avg_batch_cost: 0.30375 s, avg_samples: 256.0, ips: 842.78912 samples/s, eta: 8:04:21 [2025/07/20 16:38:52] openrec INFO: epoch: [10/40], global_step: 30990, lr: 0.000444, loss: 0.341462, avg_reader_cost: 0.00926 s, avg_batch_cost: 0.30903 s, avg_samples: 256.0, ips: 828.40120 samples/s, eta: 8:04:18 [2025/07/20 16:38:55] openrec INFO: epoch: [10/40], global_step: 31000, lr: 0.000444, loss: 0.344201, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.30563 s, avg_samples: 256.0, ips: 837.62164 samples/s, eta: 8:04:15 [2025/07/20 16:38:59] openrec INFO: cur metric, acc: 0.9351545240960892, norm_edit_dis: 0.981881194168388, num_samples: 7248, fps: 2686.5286911659637 [2025/07/20 16:38:59] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 16:38:59] openrec INFO: best metric, acc: 0.9351545240960892, norm_edit_dis: 0.981881194168388, num_samples: 7248, fps: 2686.5286911659637, best_epoch: 10 [2025/07/20 16:39:02] openrec INFO: epoch: [10/40], global_step: 31010, lr: 0.000444, loss: 0.353728, avg_reader_cost: 0.39370 s, avg_batch_cost: 0.68115 s, avg_samples: 256.0, ips: 375.83623 samples/s, eta: 8:04:23 [2025/07/20 16:39:05] openrec INFO: epoch: [10/40], global_step: 31020, lr: 0.000444, loss: 0.493233, avg_reader_cost: 0.00943 s, avg_batch_cost: 0.29698 s, avg_samples: 256.0, ips: 862.00877 samples/s, eta: 8:04:20 [2025/07/20 16:39:08] openrec INFO: epoch: [10/40], global_step: 31030, lr: 0.000444, loss: 0.377306, avg_reader_cost: 0.00788 s, avg_batch_cost: 0.29892 s, avg_samples: 256.0, ips: 856.41292 samples/s, eta: 8:04:17 [2025/07/20 16:39:11] openrec INFO: epoch: [10/40], global_step: 31040, lr: 0.000444, loss: 0.355537, avg_reader_cost: 0.00672 s, avg_batch_cost: 0.30115 s, avg_samples: 256.0, ips: 850.07131 samples/s, eta: 8:04:13 [2025/07/20 16:39:14] openrec INFO: epoch: [10/40], global_step: 31050, lr: 0.000444, loss: 0.353708, avg_reader_cost: 0.00755 s, avg_batch_cost: 0.30299 s, avg_samples: 256.0, ips: 844.91767 samples/s, eta: 8:04:10 [2025/07/20 16:39:17] openrec INFO: epoch: [10/40], global_step: 31060, lr: 0.000444, loss: 0.355506, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.29893 s, avg_samples: 256.0, ips: 856.38703 samples/s, eta: 8:04:07 [2025/07/20 16:39:20] openrec INFO: epoch: [10/40], global_step: 31070, lr: 0.000444, loss: 0.371148, avg_reader_cost: 0.00911 s, avg_batch_cost: 0.30274 s, avg_samples: 256.0, ips: 845.60070 samples/s, eta: 8:04:04 [2025/07/20 16:39:23] openrec INFO: epoch: [10/40], global_step: 31080, lr: 0.000444, loss: 0.382877, avg_reader_cost: 0.00815 s, avg_batch_cost: 0.30710 s, avg_samples: 256.0, ips: 833.59288 samples/s, eta: 8:04:01 [2025/07/20 16:39:26] openrec INFO: epoch: [10/40], global_step: 31090, lr: 0.000444, loss: 0.395710, avg_reader_cost: 0.00844 s, avg_batch_cost: 0.29407 s, avg_samples: 256.0, ips: 870.54772 samples/s, eta: 8:03:57 [2025/07/20 16:39:29] openrec INFO: epoch: [10/40], global_step: 31100, lr: 0.000444, loss: 0.375290, avg_reader_cost: 0.00695 s, avg_batch_cost: 0.29279 s, avg_samples: 256.0, ips: 874.33297 samples/s, eta: 8:03:54 [2025/07/20 16:39:32] openrec INFO: epoch: [10/40], global_step: 31110, lr: 0.000444, loss: 0.396553, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.29606 s, avg_samples: 256.0, ips: 864.70292 samples/s, eta: 8:03:51 [2025/07/20 16:39:35] openrec INFO: epoch: [10/40], global_step: 31120, lr: 0.000444, loss: 0.390283, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.29843 s, avg_samples: 256.0, ips: 857.81379 samples/s, eta: 8:03:47 [2025/07/20 16:39:38] openrec INFO: epoch: [10/40], global_step: 31130, lr: 0.000444, loss: 0.353630, avg_reader_cost: 0.01042 s, avg_batch_cost: 0.29892 s, avg_samples: 256.0, ips: 856.40615 samples/s, eta: 8:03:44 [2025/07/20 16:39:41] openrec INFO: epoch: [10/40], global_step: 31140, lr: 0.000444, loss: 0.355835, avg_reader_cost: 0.00836 s, avg_batch_cost: 0.30338 s, avg_samples: 256.0, ips: 843.81770 samples/s, eta: 8:03:41 [2025/07/20 16:39:44] openrec INFO: epoch: [10/40], global_step: 31150, lr: 0.000444, loss: 0.416438, avg_reader_cost: 0.00813 s, avg_batch_cost: 0.29470 s, avg_samples: 256.0, ips: 868.68289 samples/s, eta: 8:03:37 [2025/07/20 16:39:47] openrec INFO: epoch: [10/40], global_step: 31160, lr: 0.000444, loss: 0.440503, avg_reader_cost: 0.00825 s, avg_batch_cost: 0.30359 s, avg_samples: 256.0, ips: 843.23760 samples/s, eta: 8:03:34 [2025/07/20 16:39:50] openrec INFO: epoch: [10/40], global_step: 31170, lr: 0.000444, loss: 0.347577, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.30147 s, avg_samples: 256.0, ips: 849.18497 samples/s, eta: 8:03:31 [2025/07/20 16:39:53] openrec INFO: epoch: [10/40], global_step: 31180, lr: 0.000444, loss: 0.354510, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.29044 s, avg_samples: 256.0, ips: 881.42958 samples/s, eta: 8:03:28 [2025/07/20 16:39:56] openrec INFO: epoch: [10/40], global_step: 31190, lr: 0.000444, loss: 0.376095, avg_reader_cost: 0.00793 s, avg_batch_cost: 0.29813 s, avg_samples: 256.0, ips: 858.67705 samples/s, eta: 8:03:24 [2025/07/20 16:39:59] openrec INFO: epoch: [10/40], global_step: 31200, lr: 0.000444, loss: 0.384926, avg_reader_cost: 0.00838 s, avg_batch_cost: 0.30865 s, avg_samples: 256.0, ips: 829.40577 samples/s, eta: 8:03:21 [2025/07/20 16:40:02] openrec INFO: epoch: [10/40], global_step: 31210, lr: 0.000443, loss: 0.364249, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.30435 s, avg_samples: 256.0, ips: 841.14556 samples/s, eta: 8:03:18 [2025/07/20 16:40:05] openrec INFO: epoch: [10/40], global_step: 31220, lr: 0.000443, loss: 0.369981, avg_reader_cost: 0.00781 s, avg_batch_cost: 0.30439 s, avg_samples: 256.0, ips: 841.02697 samples/s, eta: 8:03:15 [2025/07/20 16:40:08] openrec INFO: epoch: [10/40], global_step: 31230, lr: 0.000443, loss: 0.379857, avg_reader_cost: 0.00830 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[10/40], global_step: 31280, lr: 0.000443, loss: 0.358154, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.30068 s, avg_samples: 256.0, ips: 851.39047 samples/s, eta: 8:02:56 [2025/07/20 16:40:26] openrec INFO: epoch: [10/40], global_step: 31290, lr: 0.000443, loss: 0.377881, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.29499 s, avg_samples: 256.0, ips: 867.81623 samples/s, eta: 8:02:53 [2025/07/20 16:40:29] openrec INFO: epoch: [10/40], global_step: 31300, lr: 0.000443, loss: 0.461126, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.29549 s, avg_samples: 256.0, ips: 866.34324 samples/s, eta: 8:02:49 [2025/07/20 16:40:32] openrec INFO: epoch: [10/40], global_step: 31310, lr: 0.000443, loss: 0.431163, avg_reader_cost: 0.00829 s, avg_batch_cost: 0.29548 s, avg_samples: 256.0, ips: 866.39692 samples/s, eta: 8:02:46 [2025/07/20 16:40:35] openrec INFO: epoch: [10/40], global_step: 31320, lr: 0.000443, loss: 0.447043, avg_reader_cost: 0.00747 s, avg_batch_cost: 0.29579 s, avg_samples: 256.0, 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0.384970, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.29589 s, avg_samples: 256.0, ips: 865.17803 samples/s, eta: 8:02:26 [2025/07/20 16:40:53] openrec INFO: epoch: [10/40], global_step: 31380, lr: 0.000443, loss: 0.359105, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.30128 s, avg_samples: 256.0, ips: 849.71142 samples/s, eta: 8:02:23 [2025/07/20 16:40:56] openrec INFO: epoch: [10/40], global_step: 31390, lr: 0.000443, loss: 0.383182, avg_reader_cost: 0.00786 s, avg_batch_cost: 0.29511 s, avg_samples: 256.0, ips: 867.47830 samples/s, eta: 8:02:19 [2025/07/20 16:40:59] openrec INFO: epoch: [10/40], global_step: 31400, lr: 0.000443, loss: 0.383182, avg_reader_cost: 0.00848 s, avg_batch_cost: 0.30380 s, avg_samples: 256.0, ips: 842.65485 samples/s, eta: 8:02:16 [2025/07/20 16:41:02] openrec INFO: epoch: [10/40], global_step: 31410, lr: 0.000443, loss: 0.311999, avg_reader_cost: 0.00877 s, avg_batch_cost: 0.29885 s, avg_samples: 256.0, ips: 856.60559 samples/s, eta: 8:02:13 [2025/07/20 16:41:05] openrec INFO: epoch: [10/40], global_step: 31420, lr: 0.000443, loss: 0.306742, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.30193 s, avg_samples: 256.0, ips: 847.88695 samples/s, eta: 8:02:10 [2025/07/20 16:41:08] openrec INFO: epoch: [10/40], global_step: 31430, lr: 0.000443, loss: 0.377866, avg_reader_cost: 0.00828 s, avg_batch_cost: 0.30249 s, avg_samples: 256.0, ips: 846.31685 samples/s, eta: 8:02:07 [2025/07/20 16:41:11] openrec INFO: epoch: [10/40], global_step: 31440, lr: 0.000443, loss: 0.361945, avg_reader_cost: 0.00713 s, avg_batch_cost: 0.29848 s, avg_samples: 256.0, ips: 857.68998 samples/s, eta: 8:02:03 [2025/07/20 16:41:14] openrec INFO: epoch: [10/40], global_step: 31450, lr: 0.000442, loss: 0.328640, avg_reader_cost: 0.00791 s, avg_batch_cost: 0.30116 s, avg_samples: 256.0, ips: 850.04440 samples/s, eta: 8:02:00 [2025/07/20 16:41:17] openrec INFO: epoch: [10/40], global_step: 31460, lr: 0.000442, loss: 0.385279, avg_reader_cost: 0.00951 s, avg_batch_cost: 0.30143 s, avg_samples: 256.0, ips: 849.28457 samples/s, eta: 8:01:57 [2025/07/20 16:41:20] openrec INFO: epoch: [10/40], global_step: 31470, lr: 0.000442, loss: 0.389241, avg_reader_cost: 0.00900 s, avg_batch_cost: 0.29994 s, avg_samples: 256.0, ips: 853.49348 samples/s, eta: 8:01:54 [2025/07/20 16:41:23] openrec INFO: epoch: [10/40], global_step: 31480, lr: 0.000442, loss: 0.388897, avg_reader_cost: 0.00724 s, avg_batch_cost: 0.30213 s, avg_samples: 256.0, ips: 847.32511 samples/s, eta: 8:01:50 [2025/07/20 16:41:26] openrec INFO: epoch: [10/40], global_step: 31490, lr: 0.000442, loss: 0.389771, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.29967 s, avg_samples: 256.0, ips: 854.25990 samples/s, eta: 8:01:47 [2025/07/20 16:41:29] openrec INFO: epoch: [10/40], global_step: 31500, lr: 0.000442, loss: 0.339927, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.30978 s, avg_samples: 256.0, ips: 826.39426 samples/s, eta: 8:01:44 [2025/07/20 16:41:34] openrec INFO: cur metric, acc: 0.9311534203488502, norm_edit_dis: 0.9813358775474328, num_samples: 7248, fps: 1871.5787336684903 [2025/07/20 16:41:34] openrec INFO: best metric, acc: 0.9351545240960892, norm_edit_dis: 0.981881194168388, num_samples: 7248, fps: 2686.5286911659637, best_epoch: 10 [2025/07/20 16:41:38] openrec INFO: cur metric, acc: 0.9311534203488502, norm_edit_dis: 0.9813358775474328, num_samples: 7248, fps: 2711.7875536308406 [2025/07/20 16:41:38] openrec INFO: best metric, acc: 0.9351545240960892, norm_edit_dis: 0.981881194168388, num_samples: 7248, fps: 2686.5286911659637, best_epoch: 10 [2025/07/20 16:41:39] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 16:41:44] openrec INFO: epoch: [11/40], global_step: 31510, lr: 0.000442, loss: 0.363203, avg_reader_cost: 1.14926 s, avg_batch_cost: 1.43914 s, avg_samples: 256.0, ips: 177.88354 samples/s, eta: 8:02:15 [2025/07/20 16:41:47] openrec INFO: epoch: [11/40], global_step: 31520, lr: 0.000442, loss: 0.455832, avg_reader_cost: 0.00892 s, avg_batch_cost: 0.29617 s, avg_samples: 256.0, ips: 864.37297 samples/s, eta: 8:02:12 [2025/07/20 16:41:50] openrec INFO: epoch: [11/40], global_step: 31530, lr: 0.000442, loss: 0.373879, avg_reader_cost: 0.00786 s, avg_batch_cost: 0.30064 s, avg_samples: 256.0, ips: 851.52592 samples/s, eta: 8:02:09 [2025/07/20 16:41:53] openrec INFO: epoch: [11/40], global_step: 31540, lr: 0.000442, loss: 0.370258, avg_reader_cost: 0.00674 s, avg_batch_cost: 0.30374 s, avg_samples: 256.0, ips: 842.82881 samples/s, eta: 8:02:06 [2025/07/20 16:41:56] openrec INFO: epoch: [11/40], global_step: 31550, lr: 0.000442, loss: 0.409708, avg_reader_cost: 0.00849 s, avg_batch_cost: 0.29211 s, avg_samples: 256.0, ips: 876.39302 samples/s, eta: 8:02:02 [2025/07/20 16:41:59] openrec INFO: epoch: [11/40], global_step: 31560, lr: 0.000442, loss: 0.361299, avg_reader_cost: 0.00703 s, avg_batch_cost: 0.30670 s, avg_samples: 256.0, 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0.334169, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.30680 s, avg_samples: 256.0, ips: 834.42978 samples/s, eta: 8:01:43 [2025/07/20 16:42:17] openrec INFO: epoch: [11/40], global_step: 31620, lr: 0.000442, loss: 0.343888, avg_reader_cost: 0.00810 s, avg_batch_cost: 0.30011 s, avg_samples: 256.0, ips: 853.01593 samples/s, eta: 8:01:40 [2025/07/20 16:42:20] openrec INFO: epoch: [11/40], global_step: 31630, lr: 0.000442, loss: 0.384347, avg_reader_cost: 0.00674 s, avg_batch_cost: 0.30475 s, avg_samples: 256.0, ips: 840.02022 samples/s, eta: 8:01:37 [2025/07/20 16:42:23] openrec INFO: epoch: [11/40], global_step: 31640, lr: 0.000442, loss: 0.379903, avg_reader_cost: 0.00719 s, avg_batch_cost: 0.30301 s, avg_samples: 256.0, ips: 844.84401 samples/s, eta: 8:01:34 [2025/07/20 16:42:26] openrec INFO: epoch: [11/40], global_step: 31650, lr: 0.000442, loss: 0.324798, avg_reader_cost: 0.00865 s, avg_batch_cost: 0.30178 s, avg_samples: 256.0, ips: 848.29644 samples/s, eta: 8:01:31 [2025/07/20 16:42:29] openrec INFO: epoch: [11/40], global_step: 31660, lr: 0.000442, loss: 0.333917, avg_reader_cost: 0.00652 s, avg_batch_cost: 0.29906 s, avg_samples: 256.0, ips: 856.01576 samples/s, eta: 8:01:27 [2025/07/20 16:42:32] openrec INFO: epoch: [11/40], global_step: 31670, lr: 0.000442, loss: 0.418886, avg_reader_cost: 0.01060 s, avg_batch_cost: 0.29900 s, avg_samples: 256.0, ips: 856.19364 samples/s, eta: 8:01:24 [2025/07/20 16:42:35] openrec INFO: epoch: [11/40], global_step: 31680, lr: 0.000442, loss: 0.430038, avg_reader_cost: 0.00756 s, avg_batch_cost: 0.28990 s, avg_samples: 256.0, ips: 883.05872 samples/s, eta: 8:01:21 [2025/07/20 16:42:38] openrec INFO: epoch: [11/40], global_step: 31690, lr: 0.000441, loss: 0.370780, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.29879 s, avg_samples: 256.0, ips: 856.77811 samples/s, eta: 8:01:17 [2025/07/20 16:42:41] openrec INFO: epoch: [11/40], global_step: 31700, lr: 0.000441, loss: 0.366971, avg_reader_cost: 0.01055 s, avg_batch_cost: 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samples/s, eta: 8:00:45 [2025/07/20 16:43:11] openrec INFO: epoch: [11/40], global_step: 31800, lr: 0.000441, loss: 0.314437, avg_reader_cost: 0.00876 s, avg_batch_cost: 0.30610 s, avg_samples: 256.0, ips: 836.33937 samples/s, eta: 8:00:42 [2025/07/20 16:43:14] openrec INFO: epoch: [11/40], global_step: 31810, lr: 0.000441, loss: 0.333932, avg_reader_cost: 0.00728 s, avg_batch_cost: 0.29281 s, avg_samples: 256.0, ips: 874.27352 samples/s, eta: 8:00:39 [2025/07/20 16:43:17] openrec INFO: epoch: [11/40], global_step: 31820, lr: 0.000441, loss: 0.397894, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.29946 s, avg_samples: 256.0, ips: 854.86896 samples/s, eta: 8:00:35 [2025/07/20 16:43:20] openrec INFO: epoch: [11/40], global_step: 31830, lr: 0.000441, loss: 0.354552, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.30621 s, avg_samples: 256.0, ips: 836.02231 samples/s, eta: 8:00:32 [2025/07/20 16:43:23] openrec INFO: epoch: [11/40], global_step: 31840, lr: 0.000441, loss: 0.305101, avg_reader_cost: 0.00887 s, avg_batch_cost: 0.30448 s, avg_samples: 256.0, ips: 840.78706 samples/s, eta: 8:00:29 [2025/07/20 16:43:26] openrec INFO: epoch: [11/40], global_step: 31850, lr: 0.000441, loss: 0.437944, avg_reader_cost: 0.00692 s, avg_batch_cost: 0.29191 s, avg_samples: 256.0, ips: 876.97388 samples/s, eta: 8:00:26 [2025/07/20 16:43:29] openrec INFO: epoch: [11/40], global_step: 31860, lr: 0.000441, loss: 0.509444, avg_reader_cost: 0.00829 s, avg_batch_cost: 0.29977 s, avg_samples: 256.0, ips: 853.98304 samples/s, eta: 8:00:23 [2025/07/20 16:43:32] openrec INFO: epoch: [11/40], global_step: 31870, lr: 0.000441, loss: 0.360667, avg_reader_cost: 0.00823 s, avg_batch_cost: 0.29688 s, avg_samples: 256.0, ips: 862.30658 samples/s, eta: 8:00:19 [2025/07/20 16:43:35] openrec INFO: epoch: [11/40], global_step: 31880, lr: 0.000441, loss: 0.377188, avg_reader_cost: 0.00726 s, avg_batch_cost: 0.29650 s, avg_samples: 256.0, ips: 863.39998 samples/s, eta: 8:00:16 [2025/07/20 16:43:38] openrec INFO: epoch: [11/40], global_step: 31890, lr: 0.000441, loss: 0.452573, avg_reader_cost: 0.00756 s, avg_batch_cost: 0.29889 s, avg_samples: 256.0, ips: 856.51225 samples/s, eta: 8:00:13 [2025/07/20 16:43:41] openrec INFO: epoch: [11/40], global_step: 31900, lr: 0.000441, loss: 0.386280, avg_reader_cost: 0.00874 s, avg_batch_cost: 0.30602 s, avg_samples: 256.0, ips: 836.54475 samples/s, eta: 8:00:10 [2025/07/20 16:43:44] openrec INFO: epoch: [11/40], global_step: 31910, lr: 0.000441, loss: 0.368894, avg_reader_cost: 0.00915 s, avg_batch_cost: 0.29516 s, avg_samples: 256.0, ips: 867.32463 samples/s, eta: 8:00:06 [2025/07/20 16:43:47] openrec INFO: epoch: [11/40], global_step: 31920, lr: 0.000441, loss: 0.408211, avg_reader_cost: 0.00804 s, avg_batch_cost: 0.30598 s, avg_samples: 256.0, ips: 836.64382 samples/s, eta: 8:00:03 [2025/07/20 16:43:50] openrec INFO: epoch: [11/40], global_step: 31930, lr: 0.000440, loss: 0.464223, avg_reader_cost: 0.00681 s, avg_batch_cost: 0.30423 s, 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0.000440, loss: 0.401705, avg_reader_cost: 0.01033 s, avg_batch_cost: 0.30122 s, avg_samples: 256.0, ips: 849.88292 samples/s, eta: 7:59:43 [2025/07/20 16:44:08] openrec INFO: epoch: [11/40], global_step: 31990, lr: 0.000440, loss: 0.368595, avg_reader_cost: 0.00774 s, avg_batch_cost: 0.30076 s, avg_samples: 256.0, ips: 851.16425 samples/s, eta: 7:59:40 [2025/07/20 16:44:11] openrec INFO: epoch: [11/40], global_step: 32000, lr: 0.000440, loss: 0.365904, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.30172 s, avg_samples: 256.0, ips: 848.47173 samples/s, eta: 7:59:37 [2025/07/20 16:44:15] openrec INFO: cur metric, acc: 0.9357064004750187, norm_edit_dis: 0.9822169332605828, num_samples: 7248, fps: 2701.1424285186504 [2025/07/20 16:44:15] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 16:44:15] openrec INFO: best metric, acc: 0.9357064004750187, norm_edit_dis: 0.9822169332605828, num_samples: 7248, fps: 2701.1424285186504, best_epoch: 11 [2025/07/20 16:44:18] openrec INFO: epoch: [11/40], global_step: 32010, lr: 0.000440, loss: 0.336244, avg_reader_cost: 0.39021 s, avg_batch_cost: 0.68338 s, avg_samples: 256.0, ips: 374.60754 samples/s, eta: 7:59:45 [2025/07/20 16:44:21] openrec INFO: epoch: [11/40], global_step: 32020, lr: 0.000440, loss: 0.361891, avg_reader_cost: 0.00758 s, avg_batch_cost: 0.30010 s, avg_samples: 256.0, ips: 853.03477 samples/s, eta: 7:59:42 [2025/07/20 16:44:24] openrec INFO: epoch: [11/40], global_step: 32030, lr: 0.000440, loss: 0.341209, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.29900 s, avg_samples: 256.0, ips: 856.19814 samples/s, eta: 7:59:38 [2025/07/20 16:44:27] openrec INFO: epoch: [11/40], global_step: 32040, lr: 0.000440, loss: 0.347168, avg_reader_cost: 0.00706 s, avg_batch_cost: 0.29921 s, avg_samples: 256.0, ips: 855.57895 samples/s, eta: 7:59:35 [2025/07/20 16:44:30] openrec INFO: epoch: [11/40], global_step: 32050, lr: 0.000440, 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[2025/07/20 16:44:45] openrec INFO: epoch: [11/40], global_step: 32100, lr: 0.000440, loss: 0.351202, avg_reader_cost: 0.00687 s, avg_batch_cost: 0.29855 s, avg_samples: 256.0, ips: 857.47100 samples/s, eta: 7:59:16 [2025/07/20 16:44:49] openrec INFO: epoch: [11/40], global_step: 32110, lr: 0.000440, loss: 0.351202, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.31118 s, avg_samples: 256.0, ips: 822.67411 samples/s, eta: 7:59:13 [2025/07/20 16:44:51] openrec INFO: epoch: [11/40], global_step: 32120, lr: 0.000440, loss: 0.354635, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.29436 s, avg_samples: 256.0, ips: 869.69425 samples/s, eta: 7:59:10 [2025/07/20 16:44:54] openrec INFO: epoch: [11/40], global_step: 32130, lr: 0.000440, loss: 0.326779, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.30034 s, avg_samples: 256.0, ips: 852.36262 samples/s, eta: 7:59:07 [2025/07/20 16:44:57] openrec INFO: epoch: [11/40], global_step: 32140, lr: 0.000440, loss: 0.312578, avg_reader_cost: 0.00761 s, 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avg_reader_cost: 0.01083 s, avg_batch_cost: 0.31358 s, avg_samples: 256.0, ips: 816.37000 samples/s, eta: 7:55:04 [2025/07/20 16:48:55] openrec INFO: epoch: [11/40], global_step: 32920, lr: 0.000436, loss: 0.328065, avg_reader_cost: 0.00787 s, avg_batch_cost: 0.30154 s, avg_samples: 256.0, ips: 848.98468 samples/s, eta: 7:55:01 [2025/07/20 16:48:59] openrec INFO: epoch: [11/40], global_step: 32930, lr: 0.000436, loss: 0.374685, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.30678 s, avg_samples: 256.0, ips: 834.47291 samples/s, eta: 7:54:57 [2025/07/20 16:49:01] openrec INFO: epoch: [11/40], global_step: 32940, lr: 0.000436, loss: 0.362478, avg_reader_cost: 0.00859 s, avg_batch_cost: 0.29434 s, avg_samples: 256.0, ips: 869.73849 samples/s, eta: 7:54:54 [2025/07/20 16:49:04] openrec INFO: epoch: [11/40], global_step: 32950, lr: 0.000436, loss: 0.371738, avg_reader_cost: 0.00695 s, avg_batch_cost: 0.29916 s, avg_samples: 256.0, ips: 855.72473 samples/s, eta: 7:54:51 [2025/07/20 16:49:07] openrec INFO: epoch: [11/40], global_step: 32960, lr: 0.000436, loss: 0.404459, avg_reader_cost: 0.00811 s, avg_batch_cost: 0.30179 s, avg_samples: 256.0, ips: 848.28284 samples/s, eta: 7:54:48 [2025/07/20 16:49:10] openrec INFO: epoch: [11/40], global_step: 32970, lr: 0.000436, loss: 0.363021, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.30151 s, avg_samples: 256.0, ips: 849.05168 samples/s, eta: 7:54:44 [2025/07/20 16:49:14] openrec INFO: epoch: [11/40], global_step: 32980, lr: 0.000436, loss: 0.345852, avg_reader_cost: 0.00807 s, avg_batch_cost: 0.30249 s, avg_samples: 256.0, ips: 846.30998 samples/s, eta: 7:54:41 [2025/07/20 16:49:17] openrec INFO: epoch: [11/40], global_step: 32990, lr: 0.000436, loss: 0.387950, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.30307 s, avg_samples: 256.0, ips: 844.67819 samples/s, eta: 7:54:38 [2025/07/20 16:49:20] openrec INFO: epoch: [11/40], global_step: 33000, lr: 0.000436, loss: 0.360477, avg_reader_cost: 0.00817 s, avg_batch_cost: 0.29645 s, avg_samples: 256.0, ips: 863.54371 samples/s, eta: 7:54:35 [2025/07/20 16:49:23] openrec INFO: cur metric, acc: 0.9368101532328779, norm_edit_dis: 0.9826181175265299, num_samples: 7248, fps: 2686.0553726337444 [2025/07/20 16:49:23] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 16:49:23] openrec INFO: best metric, acc: 0.9368101532328779, norm_edit_dis: 0.9826181175265299, num_samples: 7248, fps: 2686.0553726337444, best_epoch: 11 [2025/07/20 16:49:26] openrec INFO: epoch: [11/40], global_step: 33010, lr: 0.000436, loss: 0.314058, avg_reader_cost: 0.39347 s, avg_batch_cost: 0.69341 s, avg_samples: 256.0, ips: 369.18827 samples/s, eta: 7:54:43 [2025/07/20 16:49:30] openrec INFO: epoch: [11/40], global_step: 33020, lr: 0.000436, loss: 0.324969, avg_reader_cost: 0.00742 s, avg_batch_cost: 0.30648 s, avg_samples: 256.0, ips: 835.28916 samples/s, eta: 7:54:40 [2025/07/20 16:49:33] openrec INFO: epoch: [11/40], global_step: 33030, lr: 0.000436, loss: 0.367169, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.29872 s, avg_samples: 256.0, ips: 856.97737 samples/s, eta: 7:54:36 [2025/07/20 16:49:36] openrec INFO: epoch: [11/40], global_step: 33040, lr: 0.000436, loss: 0.358909, avg_reader_cost: 0.00737 s, avg_batch_cost: 0.29923 s, avg_samples: 256.0, ips: 855.52496 samples/s, eta: 7:54:33 [2025/07/20 16:49:39] openrec INFO: epoch: [11/40], global_step: 33050, lr: 0.000436, loss: 0.354839, avg_reader_cost: 0.00819 s, avg_batch_cost: 0.29987 s, avg_samples: 256.0, ips: 853.70459 samples/s, eta: 7:54:30 [2025/07/20 16:49:42] openrec INFO: epoch: [11/40], global_step: 33060, lr: 0.000436, loss: 0.315114, avg_reader_cost: 0.00700 s, avg_batch_cost: 0.30274 s, avg_samples: 256.0, ips: 845.61129 samples/s, eta: 7:54:27 [2025/07/20 16:49:45] openrec INFO: epoch: [11/40], global_step: 33070, lr: 0.000436, loss: 0.316813, avg_reader_cost: 0.00874 s, avg_batch_cost: 0.30234 s, avg_samples: 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loss: 0.373685, avg_reader_cost: 0.00829 s, avg_batch_cost: 0.30482 s, avg_samples: 256.0, ips: 839.84637 samples/s, eta: 7:54:07 [2025/07/20 16:50:03] openrec INFO: epoch: [11/40], global_step: 33130, lr: 0.000435, loss: 0.344070, avg_reader_cost: 0.00786 s, avg_batch_cost: 0.30349 s, avg_samples: 256.0, ips: 843.52351 samples/s, eta: 7:54:04 [2025/07/20 16:50:06] openrec INFO: epoch: [11/40], global_step: 33140, lr: 0.000435, loss: 0.372243, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.30108 s, avg_samples: 256.0, ips: 850.28504 samples/s, eta: 7:54:01 [2025/07/20 16:50:09] openrec INFO: epoch: [11/40], global_step: 33150, lr: 0.000435, loss: 0.412283, avg_reader_cost: 0.00751 s, avg_batch_cost: 0.30164 s, avg_samples: 256.0, ips: 848.68734 samples/s, eta: 7:53:58 [2025/07/20 16:50:12] openrec INFO: epoch: [11/40], global_step: 33160, lr: 0.000435, loss: 0.412814, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.29518 s, avg_samples: 256.0, ips: 867.27370 samples/s, eta: 7:53:54 [2025/07/20 16:50:15] openrec INFO: epoch: [11/40], global_step: 33170, lr: 0.000435, loss: 0.384119, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.30153 s, avg_samples: 256.0, ips: 848.99616 samples/s, eta: 7:53:51 [2025/07/20 16:50:18] openrec INFO: epoch: [11/40], global_step: 33180, lr: 0.000435, loss: 0.341308, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.30935 s, avg_samples: 256.0, ips: 827.53910 samples/s, eta: 7:53:48 [2025/07/20 16:50:21] openrec INFO: epoch: [11/40], global_step: 33190, lr: 0.000435, loss: 0.341291, avg_reader_cost: 0.00771 s, avg_batch_cost: 0.30194 s, avg_samples: 256.0, ips: 847.86453 samples/s, eta: 7:53:45 [2025/07/20 16:50:24] openrec INFO: epoch: [11/40], global_step: 33200, lr: 0.000435, loss: 0.334268, avg_reader_cost: 0.00753 s, avg_batch_cost: 0.30011 s, avg_samples: 256.0, ips: 853.02549 samples/s, eta: 7:53:42 [2025/07/20 16:50:27] openrec INFO: epoch: [11/40], global_step: 33210, lr: 0.000435, loss: 0.363995, avg_reader_cost: 0.00802 s, 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[11/40], global_step: 33260, lr: 0.000435, loss: 0.380195, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.30106 s, avg_samples: 256.0, ips: 850.33959 samples/s, eta: 7:53:22 [2025/07/20 16:50:45] openrec INFO: epoch: [11/40], global_step: 33270, lr: 0.000435, loss: 0.374065, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.30387 s, avg_samples: 256.0, ips: 842.46557 samples/s, eta: 7:53:19 [2025/07/20 16:50:48] openrec INFO: epoch: [11/40], global_step: 33280, lr: 0.000435, loss: 0.384822, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.29327 s, avg_samples: 256.0, ips: 872.91811 samples/s, eta: 7:53:16 [2025/07/20 16:50:51] openrec INFO: epoch: [11/40], global_step: 33290, lr: 0.000435, loss: 0.387120, avg_reader_cost: 0.00783 s, avg_batch_cost: 0.30464 s, avg_samples: 256.0, ips: 840.34302 samples/s, eta: 7:53:13 [2025/07/20 16:50:54] openrec INFO: epoch: [11/40], global_step: 33300, lr: 0.000435, loss: 0.378103, avg_reader_cost: 0.00917 s, avg_batch_cost: 0.29656 s, avg_samples: 256.0, 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16:51:24] openrec INFO: epoch: [11/40], global_step: 33400, lr: 0.000434, loss: 0.362486, avg_reader_cost: 0.00705 s, avg_batch_cost: 0.30828 s, avg_samples: 256.0, ips: 830.40353 samples/s, eta: 7:52:38 [2025/07/20 16:51:27] openrec INFO: epoch: [11/40], global_step: 33410, lr: 0.000434, loss: 0.378454, avg_reader_cost: 0.00899 s, avg_batch_cost: 0.29925 s, avg_samples: 256.0, ips: 855.46722 samples/s, eta: 7:52:34 [2025/07/20 16:51:30] openrec INFO: epoch: [11/40], global_step: 33420, lr: 0.000434, loss: 0.407053, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.29207 s, avg_samples: 256.0, ips: 876.51521 samples/s, eta: 7:52:31 [2025/07/20 16:51:33] openrec INFO: epoch: [11/40], global_step: 33430, lr: 0.000434, loss: 0.398110, avg_reader_cost: 0.00740 s, avg_batch_cost: 0.29615 s, avg_samples: 256.0, ips: 864.44019 samples/s, eta: 7:52:28 [2025/07/20 16:51:36] openrec INFO: epoch: [11/40], global_step: 33440, lr: 0.000434, loss: 0.359337, avg_reader_cost: 0.00731 s, avg_batch_cost: 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33490, lr: 0.000434, loss: 0.389675, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.29159 s, avg_samples: 256.0, ips: 877.94643 samples/s, eta: 7:52:08 [2025/07/20 16:51:54] openrec INFO: epoch: [11/40], global_step: 33500, lr: 0.000434, loss: 0.415022, avg_reader_cost: 0.00784 s, avg_batch_cost: 0.30140 s, avg_samples: 256.0, ips: 849.36183 samples/s, eta: 7:52:05 [2025/07/20 16:51:58] openrec INFO: cur metric, acc: 0.9373620296118074, norm_edit_dis: 0.9830177184094293, num_samples: 7248, fps: 2694.8553344861402 [2025/07/20 16:51:58] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 16:51:58] openrec INFO: best metric, acc: 0.9373620296118074, norm_edit_dis: 0.9830177184094293, num_samples: 7248, fps: 2694.8553344861402, best_epoch: 11 [2025/07/20 16:52:01] openrec INFO: epoch: [11/40], global_step: 33510, lr: 0.000434, loss: 0.377440, avg_reader_cost: 0.39078 s, avg_batch_cost: 0.68424 s, 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[2025/07/20 16:54:35] openrec INFO: epoch: [11/40], global_step: 34010, lr: 0.000431, loss: 0.337536, avg_reader_cost: 0.36608 s, avg_batch_cost: 0.66030 s, avg_samples: 256.0, ips: 387.70353 samples/s, eta: 7:49:41 [2025/07/20 16:54:38] openrec INFO: epoch: [11/40], global_step: 34020, lr: 0.000431, loss: 0.347279, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.29820 s, avg_samples: 256.0, ips: 858.47446 samples/s, eta: 7:49:38 [2025/07/20 16:54:41] openrec INFO: epoch: [11/40], global_step: 34030, lr: 0.000431, loss: 0.376911, avg_reader_cost: 0.00784 s, avg_batch_cost: 0.30617 s, avg_samples: 256.0, ips: 836.12784 samples/s, eta: 7:49:35 [2025/07/20 16:54:44] openrec INFO: epoch: [11/40], global_step: 34040, lr: 0.000431, loss: 0.416194, avg_reader_cost: 0.00780 s, avg_batch_cost: 0.30032 s, avg_samples: 256.0, ips: 852.43313 samples/s, eta: 7:49:32 [2025/07/20 16:54:47] openrec INFO: epoch: [11/40], global_step: 34050, lr: 0.000431, loss: 0.404284, avg_reader_cost: 0.00812 s, 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samples/s, eta: 7:47:46 [2025/07/20 16:56:27] openrec INFO: epoch: [11/40], global_step: 34380, lr: 0.000430, loss: 0.324014, avg_reader_cost: 0.00701 s, avg_batch_cost: 0.29287 s, avg_samples: 256.0, ips: 874.11915 samples/s, eta: 7:47:42 [2025/07/20 16:56:30] openrec INFO: epoch: [11/40], global_step: 34390, lr: 0.000430, loss: 0.443011, avg_reader_cost: 0.00864 s, avg_batch_cost: 0.30345 s, avg_samples: 256.0, ips: 843.64121 samples/s, eta: 7:47:39 [2025/07/20 16:56:33] openrec INFO: epoch: [11/40], global_step: 34400, lr: 0.000430, loss: 0.522676, avg_reader_cost: 0.00891 s, avg_batch_cost: 0.29462 s, avg_samples: 256.0, ips: 868.92197 samples/s, eta: 7:47:36 [2025/07/20 16:56:36] openrec INFO: epoch: [11/40], global_step: 34410, lr: 0.000430, loss: 0.349877, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.30324 s, avg_samples: 256.0, ips: 844.20747 samples/s, eta: 7:47:33 [2025/07/20 16:56:39] openrec INFO: epoch: [11/40], global_step: 34420, lr: 0.000430, loss: 0.356697, avg_reader_cost: 0.00803 s, avg_batch_cost: 0.30498 s, avg_samples: 256.0, ips: 839.41206 samples/s, eta: 7:47:29 [2025/07/20 16:56:42] openrec INFO: epoch: [11/40], global_step: 34430, lr: 0.000430, loss: 0.398776, avg_reader_cost: 0.00817 s, avg_batch_cost: 0.29766 s, avg_samples: 256.0, ips: 860.04698 samples/s, eta: 7:47:26 [2025/07/20 16:56:45] openrec INFO: epoch: [11/40], global_step: 34440, lr: 0.000430, loss: 0.460615, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.29836 s, avg_samples: 256.0, ips: 858.03301 samples/s, eta: 7:47:23 [2025/07/20 16:56:48] openrec INFO: epoch: [11/40], global_step: 34450, lr: 0.000430, loss: 0.383915, avg_reader_cost: 0.00818 s, avg_batch_cost: 0.30723 s, avg_samples: 256.0, ips: 833.25676 samples/s, eta: 7:47:20 [2025/07/20 16:56:51] openrec INFO: epoch: [11/40], global_step: 34460, lr: 0.000429, loss: 0.338078, avg_reader_cost: 0.00797 s, avg_batch_cost: 0.30536 s, avg_samples: 256.0, ips: 838.35707 samples/s, eta: 7:47:17 [2025/07/20 16:56:54] openrec INFO: epoch: [11/40], global_step: 34470, lr: 0.000429, loss: 0.366158, avg_reader_cost: 0.00850 s, avg_batch_cost: 0.29825 s, avg_samples: 256.0, ips: 858.33378 samples/s, eta: 7:47:14 [2025/07/20 16:56:57] openrec INFO: epoch: [11/40], global_step: 34480, lr: 0.000429, loss: 0.362729, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.30556 s, avg_samples: 256.0, ips: 837.81072 samples/s, eta: 7:47:10 [2025/07/20 16:57:00] openrec INFO: epoch: [11/40], global_step: 34490, lr: 0.000429, loss: 0.362814, avg_reader_cost: 0.00791 s, avg_batch_cost: 0.29631 s, avg_samples: 256.0, ips: 863.95456 samples/s, eta: 7:47:07 [2025/07/20 16:57:03] openrec INFO: epoch: [11/40], global_step: 34500, lr: 0.000429, loss: 0.469066, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.29611 s, avg_samples: 256.0, ips: 864.55504 samples/s, eta: 7:47:04 [2025/07/20 16:57:06] openrec INFO: cur metric, acc: 0.9259105947490196, norm_edit_dis: 0.9804741616965033, num_samples: 7248, fps: 2708.0992700501047 [2025/07/20 16:57:06] openrec INFO: best metric, acc: 0.9373620296118074, norm_edit_dis: 0.9830177184094293, num_samples: 7248, fps: 2694.8553344861402, best_epoch: 11 [2025/07/20 16:57:09] openrec INFO: epoch: [11/40], global_step: 34510, lr: 0.000429, loss: 0.396520, avg_reader_cost: 0.36187 s, avg_batch_cost: 0.65181 s, avg_samples: 256.0, ips: 392.75229 samples/s, eta: 7:47:10 [2025/07/20 16:57:12] openrec INFO: epoch: [11/40], global_step: 34520, lr: 0.000429, loss: 0.376711, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.29917 s, avg_samples: 256.0, ips: 855.71341 samples/s, eta: 7:47:07 [2025/07/20 16:57:15] openrec INFO: epoch: [11/40], global_step: 34530, lr: 0.000429, loss: 0.359220, avg_reader_cost: 0.00805 s, avg_batch_cost: 0.30439 s, avg_samples: 256.0, ips: 841.02058 samples/s, eta: 7:47:04 [2025/07/20 16:57:18] openrec INFO: epoch: [11/40], global_step: 34540, lr: 0.000429, loss: 0.339998, avg_reader_cost: 0.00742 s, avg_batch_cost: 0.30023 s, avg_samples: 256.0, ips: 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avg_reader_cost: 0.00754 s, avg_batch_cost: 0.29844 s, avg_samples: 256.0, ips: 857.80228 samples/s, eta: 7:46:44 [2025/07/20 16:57:37] openrec INFO: epoch: [11/40], global_step: 34600, lr: 0.000429, loss: 0.388346, avg_reader_cost: 0.00840 s, avg_batch_cost: 0.29562 s, avg_samples: 256.0, ips: 865.96308 samples/s, eta: 7:46:41 [2025/07/20 16:57:40] openrec INFO: epoch: [11/40], global_step: 34610, lr: 0.000429, loss: 0.353910, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.29855 s, avg_samples: 256.0, ips: 857.48675 samples/s, eta: 7:46:38 [2025/07/20 16:57:43] openrec INFO: epoch: [11/40], global_step: 34620, lr: 0.000429, loss: 0.364114, avg_reader_cost: 0.00658 s, avg_batch_cost: 0.30007 s, avg_samples: 256.0, ips: 853.13007 samples/s, eta: 7:46:34 [2025/07/20 16:57:45] openrec INFO: epoch: [11/40], global_step: 34630, lr: 0.000429, loss: 0.376747, avg_reader_cost: 0.00745 s, avg_batch_cost: 0.29221 s, avg_samples: 256.0, ips: 876.09683 samples/s, eta: 7:46:31 [2025/07/20 16:57:49] openrec INFO: epoch: [11/40], global_step: 34640, lr: 0.000429, loss: 0.338794, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.30383 s, avg_samples: 256.0, ips: 842.56341 samples/s, eta: 7:46:28 [2025/07/20 16:57:52] openrec INFO: epoch: [11/40], global_step: 34650, lr: 0.000429, loss: 0.324448, avg_reader_cost: 0.00781 s, avg_batch_cost: 0.29890 s, avg_samples: 256.0, ips: 856.45978 samples/s, eta: 7:46:25 [2025/07/20 16:57:56] openrec INFO: cur metric, acc: 0.9370860914223427, norm_edit_dis: 0.982845506430648, num_samples: 7248, fps: 1919.75648848859 [2025/07/20 16:57:56] openrec INFO: best metric, acc: 0.9373620296118074, norm_edit_dis: 0.9830177184094293, num_samples: 7248, fps: 2694.8553344861402, best_epoch: 11 [2025/07/20 16:57:57] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 16:57:57] openrec INFO: save ckpt to 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[2025/07/20 17:01:00] openrec INFO: epoch: [12/40], global_step: 35240, lr: 0.000426, loss: 0.323740, avg_reader_cost: 0.00848 s, avg_batch_cost: 0.30365 s, avg_samples: 256.0, ips: 843.06910 samples/s, eta: 7:43:43 [2025/07/20 17:01:03] openrec INFO: epoch: [12/40], global_step: 35250, lr: 0.000426, loss: 0.317666, avg_reader_cost: 0.00809 s, avg_batch_cost: 0.29583 s, avg_samples: 256.0, ips: 865.35283 samples/s, eta: 7:43:39 [2025/07/20 17:01:06] openrec INFO: epoch: [12/40], global_step: 35260, lr: 0.000426, loss: 0.387148, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.29434 s, avg_samples: 256.0, ips: 869.73292 samples/s, eta: 7:43:36 [2025/07/20 17:01:09] openrec INFO: epoch: [12/40], global_step: 35270, lr: 0.000426, loss: 0.309843, avg_reader_cost: 0.00906 s, avg_batch_cost: 0.30633 s, avg_samples: 256.0, ips: 835.69638 samples/s, eta: 7:43:33 [2025/07/20 17:01:12] openrec INFO: epoch: [12/40], global_step: 35280, lr: 0.000426, loss: 0.350784, avg_reader_cost: 0.00778 s, 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17:02:09] openrec INFO: epoch: [12/40], global_step: 35470, lr: 0.000425, loss: 0.427168, avg_reader_cost: 0.00796 s, avg_batch_cost: 0.29682 s, avg_samples: 256.0, ips: 862.46928 samples/s, eta: 7:42:28 [2025/07/20 17:02:12] openrec INFO: epoch: [12/40], global_step: 35480, lr: 0.000425, loss: 0.371896, avg_reader_cost: 0.00772 s, avg_batch_cost: 0.30497 s, avg_samples: 256.0, ips: 839.42367 samples/s, eta: 7:42:25 [2025/07/20 17:02:15] openrec INFO: epoch: [12/40], global_step: 35490, lr: 0.000425, loss: 0.320254, avg_reader_cost: 0.00884 s, avg_batch_cost: 0.30597 s, avg_samples: 256.0, ips: 836.68953 samples/s, eta: 7:42:22 [2025/07/20 17:02:18] openrec INFO: epoch: [12/40], global_step: 35500, lr: 0.000425, loss: 0.357988, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.29646 s, avg_samples: 256.0, ips: 863.52364 samples/s, eta: 7:42:18 [2025/07/20 17:02:22] openrec INFO: cur metric, acc: 0.9383278132749341, norm_edit_dis: 0.98241780241617, num_samples: 7248, fps: 2693.7798160894076 [2025/07/20 17:02:22] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 17:02:22] openrec INFO: best metric, acc: 0.9383278132749341, norm_edit_dis: 0.98241780241617, num_samples: 7248, fps: 2693.7798160894076, best_epoch: 12 [2025/07/20 17:02:25] openrec INFO: epoch: [12/40], global_step: 35510, lr: 0.000425, loss: 0.322997, avg_reader_cost: 0.39345 s, avg_batch_cost: 0.68599 s, avg_samples: 256.0, ips: 373.18593 samples/s, eta: 7:42:25 [2025/07/20 17:02:28] openrec INFO: epoch: [12/40], global_step: 35520, lr: 0.000425, loss: 0.331118, avg_reader_cost: 0.00789 s, avg_batch_cost: 0.30316 s, avg_samples: 256.0, ips: 844.43347 samples/s, eta: 7:42:22 [2025/07/20 17:02:31] openrec INFO: epoch: [12/40], global_step: 35530, lr: 0.000425, loss: 0.428481, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.30001 s, avg_samples: 256.0, ips: 853.29454 samples/s, eta: 7:42:19 [2025/07/20 17:02:34] openrec 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[12/40], global_step: 37680, lr: 0.000414, loss: 0.315251, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.29753 s, avg_samples: 256.0, ips: 860.40838 samples/s, eta: 7:31:25 [2025/07/20 17:13:37] openrec INFO: epoch: [12/40], global_step: 37690, lr: 0.000414, loss: 0.313566, avg_reader_cost: 0.00684 s, avg_batch_cost: 0.30071 s, avg_samples: 256.0, ips: 851.30610 samples/s, eta: 7:31:21 [2025/07/20 17:13:40] openrec INFO: epoch: [12/40], global_step: 37700, lr: 0.000414, loss: 0.337811, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.29640 s, avg_samples: 256.0, ips: 863.69924 samples/s, eta: 7:31:18 [2025/07/20 17:13:43] openrec INFO: epoch: [12/40], global_step: 37710, lr: 0.000414, loss: 0.302388, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.30151 s, avg_samples: 256.0, ips: 849.07303 samples/s, eta: 7:31:15 [2025/07/20 17:13:46] openrec INFO: epoch: [12/40], global_step: 37720, lr: 0.000414, loss: 0.300189, avg_reader_cost: 0.00727 s, avg_batch_cost: 0.29631 s, avg_samples: 256.0, 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0.344241, avg_reader_cost: 0.00713 s, avg_batch_cost: 0.30384 s, avg_samples: 256.0, ips: 842.55388 samples/s, eta: 7:30:56 [2025/07/20 17:14:04] openrec INFO: epoch: [12/40], global_step: 37780, lr: 0.000414, loss: 0.350553, avg_reader_cost: 0.00740 s, avg_batch_cost: 0.30090 s, avg_samples: 256.0, ips: 850.76783 samples/s, eta: 7:30:52 [2025/07/20 17:14:07] openrec INFO: epoch: [12/40], global_step: 37790, lr: 0.000414, loss: 0.492305, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.29279 s, avg_samples: 256.0, ips: 874.34457 samples/s, eta: 7:30:49 [2025/07/20 17:14:10] openrec INFO: epoch: [12/40], global_step: 37800, lr: 0.000414, loss: 0.426564, avg_reader_cost: 0.00698 s, avg_batch_cost: 0.29933 s, avg_samples: 256.0, ips: 855.23426 samples/s, eta: 7:30:46 [2025/07/20 17:14:15] openrec INFO: cur metric, acc: 0.9373620296118074, norm_edit_dis: 0.9825719405928499, num_samples: 7248, fps: 1885.772348326081 [2025/07/20 17:14:15] openrec INFO: best metric, acc: 0.9410871951695817, norm_edit_dis: 0.9833577363355033, num_samples: 7248, fps: 2701.1865898139667, best_epoch: 12 [2025/07/20 17:14:15] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 17:14:16] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_12.pth [2025/07/20 17:14:20] openrec INFO: epoch: [13/40], global_step: 37810, lr: 0.000414, loss: 0.362256, avg_reader_cost: 0.74997 s, avg_batch_cost: 1.04266 s, avg_samples: 256.0, ips: 245.52671 samples/s, eta: 7:31:00 [2025/07/20 17:14:23] openrec INFO: epoch: [13/40], global_step: 37820, lr: 0.000414, loss: 0.335390, avg_reader_cost: 0.00801 s, avg_batch_cost: 0.29998 s, avg_samples: 256.0, ips: 853.38657 samples/s, eta: 7:30:57 [2025/07/20 17:14:26] openrec INFO: epoch: [13/40], global_step: 37830, lr: 0.000414, loss: 0.327341, avg_reader_cost: 0.00884 s, avg_batch_cost: 0.29910 s, 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openrec INFO: epoch: [13/40], global_step: 38960, lr: 0.000408, loss: 0.366557, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.29818 s, avg_samples: 256.0, ips: 858.54461 samples/s, eta: 7:25:07 [2025/07/20 17:20:17] openrec INFO: epoch: [13/40], global_step: 38970, lr: 0.000408, loss: 0.362236, avg_reader_cost: 0.00811 s, avg_batch_cost: 0.30412 s, avg_samples: 256.0, ips: 841.77268 samples/s, eta: 7:25:04 [2025/07/20 17:20:20] openrec INFO: epoch: [13/40], global_step: 38980, lr: 0.000408, loss: 0.342368, avg_reader_cost: 0.00705 s, avg_batch_cost: 0.29720 s, avg_samples: 256.0, ips: 861.36587 samples/s, eta: 7:25:01 [2025/07/20 17:20:23] openrec INFO: epoch: [13/40], global_step: 38990, lr: 0.000408, loss: 0.350327, avg_reader_cost: 0.00800 s, avg_batch_cost: 0.29246 s, avg_samples: 256.0, ips: 875.33641 samples/s, eta: 7:24:58 [2025/07/20 17:20:26] openrec INFO: epoch: [13/40], global_step: 39000, lr: 0.000408, loss: 0.339435, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.30324 s, 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openrec INFO: epoch: [13/40], global_step: 39130, lr: 0.000407, loss: 0.483425, avg_reader_cost: 0.00911 s, avg_batch_cost: 0.29961 s, avg_samples: 256.0, ips: 854.43719 samples/s, eta: 7:24:20 [2025/07/20 17:21:12] openrec INFO: epoch: [13/40], global_step: 39140, lr: 0.000407, loss: 0.483944, avg_reader_cost: 0.00828 s, avg_batch_cost: 0.30236 s, avg_samples: 256.0, ips: 846.68416 samples/s, eta: 7:24:17 [2025/07/20 17:21:15] openrec INFO: epoch: [13/40], global_step: 39150, lr: 0.000407, loss: 0.359129, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30132 s, avg_samples: 256.0, ips: 849.58589 samples/s, eta: 7:24:14 [2025/07/20 17:21:18] openrec INFO: epoch: [13/40], global_step: 39160, lr: 0.000407, loss: 0.366605, avg_reader_cost: 0.00939 s, avg_batch_cost: 0.29824 s, avg_samples: 256.0, ips: 858.36020 samples/s, eta: 7:24:11 [2025/07/20 17:21:21] openrec INFO: epoch: [13/40], global_step: 39170, lr: 0.000407, loss: 0.366605, avg_reader_cost: 0.00818 s, avg_batch_cost: 0.29924 s, 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[13/40], global_step: 39360, lr: 0.000406, loss: 0.325152, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.29469 s, avg_samples: 256.0, ips: 868.70952 samples/s, eta: 7:23:06 [2025/07/20 17:22:21] openrec INFO: epoch: [13/40], global_step: 39370, lr: 0.000406, loss: 0.335650, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.29742 s, avg_samples: 256.0, ips: 860.73945 samples/s, eta: 7:23:03 [2025/07/20 17:22:24] openrec INFO: epoch: [13/40], global_step: 39380, lr: 0.000406, loss: 0.390752, avg_reader_cost: 0.00715 s, avg_batch_cost: 0.30326 s, avg_samples: 256.0, ips: 844.15086 samples/s, eta: 7:23:00 [2025/07/20 17:22:27] openrec INFO: epoch: [13/40], global_step: 39390, lr: 0.000406, loss: 0.334967, avg_reader_cost: 0.00820 s, avg_batch_cost: 0.29711 s, avg_samples: 256.0, ips: 861.64063 samples/s, eta: 7:22:57 [2025/07/20 17:22:30] openrec INFO: epoch: [13/40], global_step: 39400, lr: 0.000406, loss: 0.372262, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.29719 s, avg_samples: 256.0, 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openrec INFO: epoch: [13/40], global_step: 39900, lr: 0.000403, loss: 0.327021, avg_reader_cost: 0.00789 s, avg_batch_cost: 0.30469 s, avg_samples: 256.0, ips: 840.19954 samples/s, eta: 7:20:22 [2025/07/20 17:25:07] openrec INFO: epoch: [13/40], global_step: 39910, lr: 0.000403, loss: 0.481155, avg_reader_cost: 0.00868 s, avg_batch_cost: 0.29967 s, avg_samples: 256.0, ips: 854.27975 samples/s, eta: 7:20:18 [2025/07/20 17:25:10] openrec INFO: epoch: [13/40], global_step: 39920, lr: 0.000403, loss: 0.391062, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.30961 s, avg_samples: 256.0, ips: 826.84653 samples/s, eta: 7:20:15 [2025/07/20 17:25:13] openrec INFO: epoch: [13/40], global_step: 39930, lr: 0.000403, loss: 0.337220, avg_reader_cost: 0.00806 s, avg_batch_cost: 0.30030 s, avg_samples: 256.0, ips: 852.47482 samples/s, eta: 7:20:12 [2025/07/20 17:25:16] openrec INFO: epoch: [13/40], global_step: 39940, lr: 0.000403, loss: 0.348708, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.30452 s, 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[2025/07/20 17:28:17] openrec INFO: epoch: [13/40], global_step: 40510, lr: 0.000400, loss: 0.364521, avg_reader_cost: 0.36470 s, avg_batch_cost: 0.65266 s, avg_samples: 256.0, ips: 392.23907 samples/s, eta: 7:17:25 [2025/07/20 17:28:20] openrec INFO: epoch: [13/40], global_step: 40520, lr: 0.000400, loss: 0.352973, avg_reader_cost: 0.00956 s, avg_batch_cost: 0.30645 s, avg_samples: 256.0, ips: 835.37962 samples/s, eta: 7:17:22 [2025/07/20 17:28:23] openrec INFO: epoch: [13/40], global_step: 40530, lr: 0.000400, loss: 0.344115, avg_reader_cost: 0.00771 s, avg_batch_cost: 0.30031 s, avg_samples: 256.0, ips: 852.44004 samples/s, eta: 7:17:18 [2025/07/20 17:28:26] openrec INFO: epoch: [13/40], global_step: 40540, lr: 0.000400, loss: 0.373319, avg_reader_cost: 0.00908 s, avg_batch_cost: 0.29189 s, avg_samples: 256.0, ips: 877.03491 samples/s, eta: 7:17:15 [2025/07/20 17:28:29] openrec INFO: epoch: [13/40], global_step: 40550, lr: 0.000400, loss: 0.379935, avg_reader_cost: 0.00722 s, 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samples/s, eta: 7:15:28 [2025/07/20 17:30:08] openrec INFO: epoch: [13/40], global_step: 40880, lr: 0.000398, loss: 0.440827, avg_reader_cost: 0.00825 s, avg_batch_cost: 0.30093 s, avg_samples: 256.0, ips: 850.70737 samples/s, eta: 7:15:25 [2025/07/20 17:30:11] openrec INFO: epoch: [13/40], global_step: 40890, lr: 0.000398, loss: 0.440197, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.29975 s, avg_samples: 256.0, ips: 854.05844 samples/s, eta: 7:15:22 [2025/07/20 17:30:14] openrec INFO: epoch: [13/40], global_step: 40900, lr: 0.000398, loss: 0.429614, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.29789 s, avg_samples: 256.0, ips: 859.39084 samples/s, eta: 7:15:18 [2025/07/20 17:30:17] openrec INFO: epoch: [13/40], global_step: 40910, lr: 0.000398, loss: 0.337787, avg_reader_cost: 0.00814 s, avg_batch_cost: 0.30477 s, avg_samples: 256.0, ips: 839.96437 samples/s, eta: 7:15:15 [2025/07/20 17:30:20] openrec INFO: epoch: [13/40], global_step: 40920, lr: 0.000398, loss: 0.321284, avg_reader_cost: 0.00830 s, avg_batch_cost: 0.30693 s, avg_samples: 256.0, ips: 834.06441 samples/s, eta: 7:15:12 [2025/07/20 17:30:23] openrec INFO: epoch: [13/40], global_step: 40930, lr: 0.000398, loss: 0.321519, avg_reader_cost: 0.01125 s, avg_batch_cost: 0.30037 s, avg_samples: 256.0, ips: 852.28286 samples/s, eta: 7:15:09 [2025/07/20 17:30:26] openrec INFO: epoch: [13/40], global_step: 40940, lr: 0.000398, loss: 0.360797, avg_reader_cost: 0.00814 s, avg_batch_cost: 0.28918 s, avg_samples: 256.0, ips: 885.25289 samples/s, eta: 7:15:06 [2025/07/20 17:30:29] openrec INFO: epoch: [13/40], global_step: 40950, lr: 0.000398, loss: 0.323733, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.30180 s, avg_samples: 256.0, ips: 848.23352 samples/s, eta: 7:15:02 [2025/07/20 17:30:34] openrec INFO: cur metric, acc: 0.9431567315905675, norm_edit_dis: 0.9837980572001914, num_samples: 7248, fps: 1883.4140038680214 [2025/07/20 17:30:34] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 17:30:34] openrec INFO: best metric, acc: 0.9431567315905675, norm_edit_dis: 0.9837980572001914, num_samples: 7248, fps: 1883.4140038680214, best_epoch: 13 [2025/07/20 17:30:35] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 17:30:35] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_13.pth [2025/07/20 17:30:40] openrec INFO: epoch: [14/40], global_step: 40960, lr: 0.000398, loss: 0.308999, avg_reader_cost: 0.86635 s, avg_batch_cost: 1.15742 s, avg_samples: 256.0, ips: 221.18186 samples/s, eta: 7:15:17 [2025/07/20 17:30:43] openrec INFO: epoch: [14/40], global_step: 40970, lr: 0.000398, loss: 0.331909, avg_reader_cost: 0.00873 s, avg_batch_cost: 0.30663 s, avg_samples: 256.0, ips: 834.87953 samples/s, eta: 7:15:14 [2025/07/20 17:30:46] openrec INFO: epoch: [14/40], global_step: 40980, lr: 0.000398, loss: 0.324703, avg_reader_cost: 0.00855 s, avg_batch_cost: 0.29596 s, avg_samples: 256.0, ips: 864.99403 samples/s, eta: 7:15:11 [2025/07/20 17:30:49] openrec INFO: epoch: [14/40], global_step: 40990, lr: 0.000398, loss: 0.328636, avg_reader_cost: 0.00822 s, avg_batch_cost: 0.30705 s, avg_samples: 256.0, ips: 833.73153 samples/s, eta: 7:15:08 [2025/07/20 17:30:52] openrec INFO: epoch: [14/40], global_step: 41000, lr: 0.000398, loss: 0.362346, avg_reader_cost: 0.00853 s, avg_batch_cost: 0.29906 s, avg_samples: 256.0, ips: 856.01173 samples/s, eta: 7:15:04 [2025/07/20 17:30:56] openrec INFO: cur metric, acc: 0.9408112569801169, norm_edit_dis: 0.9833075193623964, num_samples: 7248, fps: 2685.749015117783 [2025/07/20 17:30:56] openrec INFO: best metric, acc: 0.9431567315905675, norm_edit_dis: 0.9837980572001914, num_samples: 7248, fps: 1883.4140038680214, best_epoch: 13 [2025/07/20 17:30:59] openrec INFO: epoch: [14/40], global_step: 41010, lr: 0.000398, loss: 0.394710, avg_reader_cost: 0.36420 s, avg_batch_cost: 0.65038 s, avg_samples: 256.0, ips: 393.61739 samples/s, eta: 7:15:08 [2025/07/20 17:31:02] openrec INFO: epoch: [14/40], global_step: 41020, lr: 0.000397, loss: 0.332772, avg_reader_cost: 0.00844 s, avg_batch_cost: 0.29940 s, avg_samples: 256.0, ips: 855.04527 samples/s, eta: 7:15:05 [2025/07/20 17:31:05] openrec INFO: epoch: [14/40], global_step: 41030, lr: 0.000397, loss: 0.359232, avg_reader_cost: 0.00806 s, avg_batch_cost: 0.29721 s, avg_samples: 256.0, ips: 861.35219 samples/s, eta: 7:15:02 [2025/07/20 17:31:08] openrec INFO: epoch: [14/40], global_step: 41040, lr: 0.000397, loss: 0.378606, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.30112 s, avg_samples: 256.0, ips: 850.16527 samples/s, eta: 7:14:59 [2025/07/20 17:31:11] openrec INFO: epoch: [14/40], global_step: 41050, lr: 0.000397, loss: 0.331178, avg_reader_cost: 0.00832 s, 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[14/40], global_step: 41100, lr: 0.000397, loss: 0.314713, avg_reader_cost: 0.00786 s, avg_batch_cost: 0.30642 s, avg_samples: 256.0, ips: 835.44969 samples/s, eta: 7:14:39 [2025/07/20 17:31:29] openrec INFO: epoch: [14/40], global_step: 41110, lr: 0.000397, loss: 0.311073, avg_reader_cost: 0.00885 s, avg_batch_cost: 0.29569 s, avg_samples: 256.0, ips: 865.78216 samples/s, eta: 7:14:36 [2025/07/20 17:31:32] openrec INFO: epoch: [14/40], global_step: 41120, lr: 0.000397, loss: 0.345805, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.29826 s, avg_samples: 256.0, ips: 858.30606 samples/s, eta: 7:14:33 [2025/07/20 17:31:35] openrec INFO: epoch: [14/40], global_step: 41130, lr: 0.000397, loss: 0.331675, avg_reader_cost: 0.00822 s, avg_batch_cost: 0.30642 s, avg_samples: 256.0, ips: 835.44682 samples/s, eta: 7:14:30 [2025/07/20 17:31:38] openrec INFO: epoch: [14/40], global_step: 41140, lr: 0.000397, loss: 0.362728, avg_reader_cost: 0.00791 s, avg_batch_cost: 0.30271 s, avg_samples: 256.0, 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17:32:08] openrec INFO: epoch: [14/40], global_step: 41240, lr: 0.000396, loss: 0.328652, avg_reader_cost: 0.00821 s, avg_batch_cost: 0.30507 s, avg_samples: 256.0, ips: 839.15824 samples/s, eta: 7:13:55 [2025/07/20 17:32:11] openrec INFO: epoch: [14/40], global_step: 41250, lr: 0.000396, loss: 0.310380, avg_reader_cost: 0.00792 s, avg_batch_cost: 0.30648 s, avg_samples: 256.0, ips: 835.29676 samples/s, eta: 7:13:52 [2025/07/20 17:32:14] openrec INFO: epoch: [14/40], global_step: 41260, lr: 0.000396, loss: 0.333996, avg_reader_cost: 0.00903 s, avg_batch_cost: 0.30620 s, avg_samples: 256.0, ips: 836.04301 samples/s, eta: 7:13:49 [2025/07/20 17:32:17] openrec INFO: epoch: [14/40], global_step: 41270, lr: 0.000396, loss: 0.354460, avg_reader_cost: 0.00839 s, avg_batch_cost: 0.29902 s, avg_samples: 256.0, ips: 856.12312 samples/s, eta: 7:13:45 [2025/07/20 17:32:20] openrec INFO: epoch: [14/40], global_step: 41280, lr: 0.000396, loss: 0.349986, avg_reader_cost: 0.00829 s, avg_batch_cost: 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avg_reader_cost: 0.00905 s, avg_batch_cost: 0.30449 s, avg_samples: 256.0, ips: 840.75605 samples/s, eta: 7:12:58 [2025/07/20 17:33:06] openrec INFO: epoch: [14/40], global_step: 41430, lr: 0.000395, loss: 0.296487, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.30741 s, avg_samples: 256.0, ips: 832.76063 samples/s, eta: 7:12:55 [2025/07/20 17:33:09] openrec INFO: epoch: [14/40], global_step: 41440, lr: 0.000395, loss: 0.349195, avg_reader_cost: 0.00803 s, avg_batch_cost: 0.29122 s, avg_samples: 256.0, ips: 879.05950 samples/s, eta: 7:12:51 [2025/07/20 17:33:12] openrec INFO: epoch: [14/40], global_step: 41450, lr: 0.000395, loss: 0.381332, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.29091 s, avg_samples: 256.0, ips: 880.00077 samples/s, eta: 7:12:48 [2025/07/20 17:33:15] openrec INFO: epoch: [14/40], global_step: 41460, lr: 0.000395, loss: 0.401144, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.29906 s, avg_samples: 256.0, ips: 856.01869 samples/s, eta: 7:12:45 [2025/07/20 17:33:18] openrec INFO: epoch: [14/40], global_step: 41470, lr: 0.000395, loss: 0.363272, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.29993 s, avg_samples: 256.0, ips: 853.53860 samples/s, eta: 7:12:42 [2025/07/20 17:33:21] openrec INFO: epoch: [14/40], global_step: 41480, lr: 0.000395, loss: 0.383639, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.29407 s, avg_samples: 256.0, ips: 870.55322 samples/s, eta: 7:12:38 [2025/07/20 17:33:24] openrec INFO: epoch: [14/40], global_step: 41490, lr: 0.000395, loss: 0.390138, avg_reader_cost: 0.00782 s, avg_batch_cost: 0.30579 s, avg_samples: 256.0, ips: 837.18466 samples/s, eta: 7:12:35 [2025/07/20 17:33:27] openrec INFO: epoch: [14/40], global_step: 41500, lr: 0.000395, loss: 0.340420, avg_reader_cost: 0.00821 s, avg_batch_cost: 0.30472 s, avg_samples: 256.0, ips: 840.12256 samples/s, eta: 7:12:32 [2025/07/20 17:33:30] openrec INFO: cur metric, acc: 0.9417770406432436, norm_edit_dis: 0.9835941974122105, num_samples: 7248, fps: 2671.3527969828087 [2025/07/20 17:33:30] openrec INFO: best metric, acc: 0.9431567315905675, norm_edit_dis: 0.9837980572001914, num_samples: 7248, fps: 1883.4140038680214, best_epoch: 13 [2025/07/20 17:33:33] openrec INFO: epoch: [14/40], global_step: 41510, lr: 0.000395, loss: 0.321635, avg_reader_cost: 0.36660 s, avg_batch_cost: 0.66102 s, avg_samples: 256.0, ips: 387.28306 samples/s, eta: 7:12:36 [2025/07/20 17:33:36] openrec INFO: epoch: [14/40], global_step: 41520, lr: 0.000395, loss: 0.309449, avg_reader_cost: 0.00819 s, avg_batch_cost: 0.29826 s, avg_samples: 256.0, ips: 858.30661 samples/s, eta: 7:12:33 [2025/07/20 17:33:39] openrec INFO: epoch: [14/40], global_step: 41530, lr: 0.000395, loss: 0.332108, avg_reader_cost: 0.01127 s, avg_batch_cost: 0.30826 s, avg_samples: 256.0, ips: 830.47437 samples/s, eta: 7:12:30 [2025/07/20 17:33:42] openrec INFO: epoch: [14/40], global_step: 41540, lr: 0.000395, loss: 0.334658, avg_reader_cost: 0.00796 s, avg_batch_cost: 0.29292 s, avg_samples: 256.0, ips: 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avg_reader_cost: 0.00831 s, avg_batch_cost: 0.30070 s, avg_samples: 256.0, ips: 851.33316 samples/s, eta: 7:12:11 [2025/07/20 17:34:01] openrec INFO: epoch: [14/40], global_step: 41600, lr: 0.000394, loss: 0.406028, avg_reader_cost: 0.00883 s, avg_batch_cost: 0.30218 s, avg_samples: 256.0, ips: 847.17169 samples/s, eta: 7:12:07 [2025/07/20 17:34:04] openrec INFO: epoch: [14/40], global_step: 41610, lr: 0.000394, loss: 0.339086, avg_reader_cost: 0.00873 s, avg_batch_cost: 0.30243 s, avg_samples: 256.0, ips: 846.48765 samples/s, eta: 7:12:04 [2025/07/20 17:34:07] openrec INFO: epoch: [14/40], global_step: 41620, lr: 0.000394, loss: 0.322008, avg_reader_cost: 0.01149 s, avg_batch_cost: 0.30222 s, avg_samples: 256.0, ips: 847.07765 samples/s, eta: 7:12:01 [2025/07/20 17:34:10] openrec INFO: epoch: [14/40], global_step: 41630, lr: 0.000394, loss: 0.312417, avg_reader_cost: 0.00862 s, avg_batch_cost: 0.29409 s, avg_samples: 256.0, ips: 870.47248 samples/s, eta: 7:11:58 [2025/07/20 17:34:13] openrec INFO: epoch: [14/40], global_step: 41640, lr: 0.000394, loss: 0.316758, avg_reader_cost: 0.00900 s, avg_batch_cost: 0.29733 s, avg_samples: 256.0, ips: 860.99835 samples/s, eta: 7:11:55 [2025/07/20 17:34:16] openrec INFO: epoch: [14/40], global_step: 41650, lr: 0.000394, loss: 0.492678, avg_reader_cost: 0.00839 s, avg_batch_cost: 0.29777 s, avg_samples: 256.0, ips: 859.72037 samples/s, eta: 7:11:51 [2025/07/20 17:34:19] openrec INFO: epoch: [14/40], global_step: 41660, lr: 0.000394, loss: 0.379623, avg_reader_cost: 0.00831 s, avg_batch_cost: 0.30379 s, avg_samples: 256.0, ips: 842.67833 samples/s, eta: 7:11:48 [2025/07/20 17:34:22] openrec INFO: epoch: [14/40], global_step: 41670, lr: 0.000394, loss: 0.307009, avg_reader_cost: 0.00758 s, avg_batch_cost: 0.30784 s, avg_samples: 256.0, ips: 831.59944 samples/s, eta: 7:11:45 [2025/07/20 17:34:25] openrec INFO: epoch: [14/40], global_step: 41680, lr: 0.000394, loss: 0.314783, avg_reader_cost: 0.00825 s, avg_batch_cost: 0.30306 s, 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7:11:13 [2025/07/20 17:34:55] openrec INFO: epoch: [14/40], global_step: 41780, lr: 0.000393, loss: 0.296348, avg_reader_cost: 0.00796 s, avg_batch_cost: 0.30429 s, avg_samples: 256.0, ips: 841.29233 samples/s, eta: 7:11:10 [2025/07/20 17:34:58] openrec INFO: epoch: [14/40], global_step: 41790, lr: 0.000393, loss: 0.292974, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.30393 s, avg_samples: 256.0, ips: 842.30603 samples/s, eta: 7:11:07 [2025/07/20 17:35:01] openrec INFO: epoch: [14/40], global_step: 41800, lr: 0.000393, loss: 0.384261, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.29754 s, avg_samples: 256.0, ips: 860.39790 samples/s, eta: 7:11:04 [2025/07/20 17:35:04] openrec INFO: epoch: [14/40], global_step: 41810, lr: 0.000393, loss: 0.359588, avg_reader_cost: 0.00861 s, avg_batch_cost: 0.30520 s, avg_samples: 256.0, ips: 838.79363 samples/s, eta: 7:11:01 [2025/07/20 17:35:07] openrec INFO: epoch: [14/40], global_step: 41820, lr: 0.000393, loss: 0.345239, avg_reader_cost: 0.00969 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[14/40], global_step: 41870, lr: 0.000393, loss: 0.389951, avg_reader_cost: 0.00880 s, avg_batch_cost: 0.29703 s, avg_samples: 256.0, ips: 861.86755 samples/s, eta: 7:10:41 [2025/07/20 17:35:25] openrec INFO: epoch: [14/40], global_step: 41880, lr: 0.000393, loss: 0.380251, avg_reader_cost: 0.00811 s, avg_batch_cost: 0.29756 s, avg_samples: 256.0, ips: 860.33158 samples/s, eta: 7:10:38 [2025/07/20 17:35:28] openrec INFO: epoch: [14/40], global_step: 41890, lr: 0.000393, loss: 0.376625, avg_reader_cost: 0.00909 s, avg_batch_cost: 0.30464 s, avg_samples: 256.0, ips: 840.34605 samples/s, eta: 7:10:35 [2025/07/20 17:35:31] openrec INFO: epoch: [14/40], global_step: 41900, lr: 0.000393, loss: 0.343175, avg_reader_cost: 0.00859 s, avg_batch_cost: 0.30287 s, avg_samples: 256.0, ips: 845.24198 samples/s, eta: 7:10:32 [2025/07/20 17:35:34] openrec INFO: epoch: [14/40], global_step: 41910, lr: 0.000393, loss: 0.312148, avg_reader_cost: 0.00816 s, avg_batch_cost: 0.29921 s, avg_samples: 256.0, 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0.357998, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.29636 s, avg_samples: 256.0, ips: 863.80082 samples/s, eta: 7:10:13 [2025/07/20 17:35:52] openrec INFO: epoch: [14/40], global_step: 41970, lr: 0.000392, loss: 0.358149, avg_reader_cost: 0.01093 s, avg_batch_cost: 0.30679 s, avg_samples: 256.0, ips: 834.43880 samples/s, eta: 7:10:10 [2025/07/20 17:35:55] openrec INFO: epoch: [14/40], global_step: 41980, lr: 0.000392, loss: 0.339996, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.29929 s, avg_samples: 256.0, ips: 855.35560 samples/s, eta: 7:10:07 [2025/07/20 17:35:58] openrec INFO: epoch: [14/40], global_step: 41990, lr: 0.000392, loss: 0.310346, avg_reader_cost: 0.00923 s, avg_batch_cost: 0.30077 s, avg_samples: 256.0, ips: 851.14225 samples/s, eta: 7:10:03 [2025/07/20 17:36:01] openrec INFO: epoch: [14/40], global_step: 42000, lr: 0.000392, loss: 0.274535, avg_reader_cost: 0.00830 s, avg_batch_cost: 0.30219 s, avg_samples: 256.0, ips: 847.13773 samples/s, eta: 7:10:00 [2025/07/20 17:36:05] openrec INFO: cur metric, acc: 0.9423289170221731, norm_edit_dis: 0.9840769302670247, num_samples: 7248, fps: 2678.946518031326 [2025/07/20 17:36:05] openrec INFO: best metric, acc: 0.9431567315905675, norm_edit_dis: 0.9837980572001914, num_samples: 7248, fps: 1883.4140038680214, best_epoch: 13 [2025/07/20 17:36:08] openrec INFO: epoch: [14/40], global_step: 42010, lr: 0.000392, loss: 0.319428, avg_reader_cost: 0.37214 s, avg_batch_cost: 0.65917 s, avg_samples: 256.0, ips: 388.36585 samples/s, eta: 7:10:04 [2025/07/20 17:36:11] openrec INFO: epoch: [14/40], global_step: 42020, lr: 0.000392, loss: 0.335172, avg_reader_cost: 0.00834 s, avg_batch_cost: 0.29346 s, avg_samples: 256.0, ips: 872.34934 samples/s, eta: 7:10:01 [2025/07/20 17:36:14] openrec INFO: epoch: [14/40], global_step: 42030, lr: 0.000392, loss: 0.354731, avg_reader_cost: 0.00797 s, avg_batch_cost: 0.29569 s, avg_samples: 256.0, ips: 865.78181 samples/s, eta: 7:09:57 [2025/07/20 17:36:17] openrec INFO: epoch: [14/40], global_step: 42040, lr: 0.000392, loss: 0.349485, avg_reader_cost: 0.00863 s, avg_batch_cost: 0.30346 s, avg_samples: 256.0, ips: 843.61450 samples/s, eta: 7:09:54 [2025/07/20 17:36:20] openrec INFO: epoch: [14/40], global_step: 42050, lr: 0.000392, loss: 0.312004, avg_reader_cost: 0.00866 s, avg_batch_cost: 0.29886 s, avg_samples: 256.0, ips: 856.58748 samples/s, eta: 7:09:51 [2025/07/20 17:36:23] openrec INFO: epoch: [14/40], global_step: 42060, lr: 0.000392, loss: 0.387450, avg_reader_cost: 0.00889 s, avg_batch_cost: 0.29672 s, avg_samples: 256.0, ips: 862.77178 samples/s, eta: 7:09:48 [2025/07/20 17:36:26] openrec INFO: epoch: [14/40], global_step: 42070, lr: 0.000392, loss: 0.321679, avg_reader_cost: 0.00975 s, avg_batch_cost: 0.30550 s, avg_samples: 256.0, ips: 837.97732 samples/s, eta: 7:09:45 [2025/07/20 17:36:29] openrec INFO: epoch: [14/40], global_step: 42080, lr: 0.000392, loss: 0.320868, avg_reader_cost: 0.00825 s, avg_batch_cost: 0.29517 s, avg_samples: 256.0, 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openrec INFO: epoch: [14/40], global_step: 42410, lr: 0.000390, loss: 0.377432, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.30042 s, avg_samples: 256.0, ips: 852.13202 samples/s, eta: 7:07:57 [2025/07/20 17:38:12] openrec INFO: epoch: [14/40], global_step: 42420, lr: 0.000390, loss: 0.457914, avg_reader_cost: 0.00831 s, avg_batch_cost: 0.30318 s, avg_samples: 256.0, ips: 844.37523 samples/s, eta: 7:07:54 [2025/07/20 17:38:15] openrec INFO: epoch: [14/40], global_step: 42430, lr: 0.000390, loss: 0.486481, avg_reader_cost: 0.00829 s, avg_batch_cost: 0.29392 s, avg_samples: 256.0, ips: 870.98843 samples/s, eta: 7:07:50 [2025/07/20 17:38:18] openrec INFO: epoch: [14/40], global_step: 42440, lr: 0.000390, loss: 0.426221, avg_reader_cost: 0.00882 s, avg_batch_cost: 0.30346 s, avg_samples: 256.0, ips: 843.59959 samples/s, eta: 7:07:47 [2025/07/20 17:38:21] openrec INFO: epoch: [14/40], global_step: 42450, lr: 0.000390, loss: 0.353077, avg_reader_cost: 0.00920 s, avg_batch_cost: 0.30731 s, 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17:40:55] openrec INFO: epoch: [14/40], global_step: 42950, lr: 0.000387, loss: 0.358740, avg_reader_cost: 0.01111 s, avg_batch_cost: 0.30430 s, avg_samples: 256.0, ips: 841.27216 samples/s, eta: 7:05:11 [2025/07/20 17:40:58] openrec INFO: epoch: [14/40], global_step: 42960, lr: 0.000387, loss: 0.359580, avg_reader_cost: 0.00832 s, avg_batch_cost: 0.30227 s, avg_samples: 256.0, ips: 846.92224 samples/s, eta: 7:05:08 [2025/07/20 17:41:01] openrec INFO: epoch: [14/40], global_step: 42970, lr: 0.000387, loss: 0.327289, avg_reader_cost: 0.00907 s, avg_batch_cost: 0.30291 s, avg_samples: 256.0, ips: 845.12496 samples/s, eta: 7:05:04 [2025/07/20 17:41:04] openrec INFO: epoch: [14/40], global_step: 42980, lr: 0.000387, loss: 0.293859, avg_reader_cost: 0.00959 s, avg_batch_cost: 0.30265 s, avg_samples: 256.0, ips: 845.84890 samples/s, eta: 7:05:01 [2025/07/20 17:41:07] openrec INFO: epoch: [14/40], global_step: 42990, lr: 0.000387, loss: 0.312113, avg_reader_cost: 0.00782 s, avg_batch_cost: 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openrec INFO: epoch: [14/40], global_step: 43790, lr: 0.000383, loss: 0.326260, avg_reader_cost: 0.00803 s, avg_batch_cost: 0.30265 s, avg_samples: 256.0, ips: 845.87202 samples/s, eta: 7:00:58 [2025/07/20 17:45:19] openrec INFO: epoch: [14/40], global_step: 43800, lr: 0.000383, loss: 0.389645, avg_reader_cost: 0.00824 s, avg_batch_cost: 0.29646 s, avg_samples: 256.0, ips: 863.51100 samples/s, eta: 7:00:54 [2025/07/20 17:45:22] openrec INFO: epoch: [14/40], global_step: 43810, lr: 0.000382, loss: 0.353528, avg_reader_cost: 0.01187 s, avg_batch_cost: 0.30748 s, avg_samples: 256.0, ips: 832.57150 samples/s, eta: 7:00:51 [2025/07/20 17:45:25] openrec INFO: epoch: [14/40], global_step: 43820, lr: 0.000382, loss: 0.322234, avg_reader_cost: 0.00866 s, avg_batch_cost: 0.30344 s, avg_samples: 256.0, ips: 843.67316 samples/s, eta: 7:00:48 [2025/07/20 17:45:28] openrec INFO: epoch: [14/40], global_step: 43830, lr: 0.000382, loss: 0.311068, avg_reader_cost: 0.00853 s, avg_batch_cost: 0.29978 s, 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7:00:16 [2025/07/20 17:45:58] openrec INFO: epoch: [14/40], global_step: 43930, lr: 0.000382, loss: 0.365185, avg_reader_cost: 0.00922 s, avg_batch_cost: 0.29969 s, avg_samples: 256.0, ips: 854.20608 samples/s, eta: 7:00:13 [2025/07/20 17:46:02] openrec INFO: epoch: [14/40], global_step: 43940, lr: 0.000382, loss: 0.322299, avg_reader_cost: 0.01032 s, avg_batch_cost: 0.30111 s, avg_samples: 256.0, ips: 850.19725 samples/s, eta: 7:00:10 [2025/07/20 17:46:05] openrec INFO: epoch: [14/40], global_step: 43950, lr: 0.000382, loss: 0.303835, avg_reader_cost: 0.00845 s, avg_batch_cost: 0.30777 s, avg_samples: 256.0, ips: 831.79986 samples/s, eta: 7:00:07 [2025/07/20 17:46:08] openrec INFO: epoch: [14/40], global_step: 43960, lr: 0.000382, loss: 0.320929, avg_reader_cost: 0.01053 s, avg_batch_cost: 0.29809 s, avg_samples: 256.0, ips: 858.78687 samples/s, eta: 7:00:04 [2025/07/20 17:46:11] openrec INFO: epoch: [14/40], global_step: 43970, lr: 0.000382, loss: 0.326914, avg_reader_cost: 0.01056 s, avg_batch_cost: 0.30430 s, avg_samples: 256.0, ips: 841.26228 samples/s, eta: 7:00:00 [2025/07/20 17:46:14] openrec INFO: epoch: [14/40], global_step: 43980, lr: 0.000382, loss: 0.339991, avg_reader_cost: 0.00833 s, avg_batch_cost: 0.29296 s, avg_samples: 256.0, ips: 873.83730 samples/s, eta: 6:59:57 [2025/07/20 17:46:17] openrec INFO: epoch: [14/40], global_step: 43990, lr: 0.000381, loss: 0.378228, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.30441 s, avg_samples: 256.0, ips: 840.97460 samples/s, eta: 6:59:54 [2025/07/20 17:46:20] openrec INFO: epoch: [14/40], global_step: 44000, lr: 0.000381, loss: 0.335526, avg_reader_cost: 0.00952 s, avg_batch_cost: 0.30423 s, avg_samples: 256.0, ips: 841.46876 samples/s, eta: 6:59:51 [2025/07/20 17:46:23] openrec INFO: cur metric, acc: 0.941915009737976, norm_edit_dis: 0.9843590553766908, num_samples: 7248, fps: 2694.201181359512 [2025/07/20 17:46:23] openrec INFO: best metric, acc: 0.9435706388747646, norm_edit_dis: 0.9841423130006648, num_samples: 7248, fps: 2692.7755169721045, best_epoch: 14 [2025/07/20 17:46:26] openrec INFO: epoch: [14/40], global_step: 44010, lr: 0.000381, loss: 0.336654, avg_reader_cost: 0.36854 s, avg_batch_cost: 0.65438 s, avg_samples: 256.0, ips: 391.21260 samples/s, eta: 6:59:54 [2025/07/20 17:46:29] openrec INFO: epoch: [14/40], global_step: 44020, lr: 0.000381, loss: 0.294329, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.30270 s, avg_samples: 256.0, ips: 845.71606 samples/s, eta: 6:59:51 [2025/07/20 17:46:32] openrec INFO: epoch: [14/40], global_step: 44030, lr: 0.000381, loss: 0.285832, avg_reader_cost: 0.00821 s, avg_batch_cost: 0.29849 s, avg_samples: 256.0, ips: 857.66120 samples/s, eta: 6:59:48 [2025/07/20 17:46:35] openrec INFO: epoch: [14/40], global_step: 44040, lr: 0.000381, loss: 0.320870, avg_reader_cost: 0.00852 s, avg_batch_cost: 0.29905 s, avg_samples: 256.0, ips: 856.05800 samples/s, eta: 6:59:45 [2025/07/20 17:46:38] openrec INFO: epoch: [14/40], global_step: 44050, lr: 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6:59:29 [2025/07/20 17:46:53] openrec INFO: epoch: [14/40], global_step: 44100, lr: 0.000381, loss: 0.410697, avg_reader_cost: 0.00917 s, avg_batch_cost: 0.29969 s, avg_samples: 256.0, ips: 854.22096 samples/s, eta: 6:59:26 [2025/07/20 17:46:59] openrec INFO: cur metric, acc: 0.9405353187906522, norm_edit_dis: 0.9830897990355634, num_samples: 7248, fps: 1572.5244037220025 [2025/07/20 17:46:59] openrec INFO: best metric, acc: 0.9435706388747646, norm_edit_dis: 0.9841423130006648, num_samples: 7248, fps: 2692.7755169721045, best_epoch: 14 [2025/07/20 17:47:00] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 17:47:00] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_14.pth [2025/07/20 17:47:05] openrec INFO: epoch: [15/40], global_step: 44110, lr: 0.000381, loss: 0.359524, avg_reader_cost: 0.89696 s, avg_batch_cost: 1.18893 s, avg_samples: 256.0, ips: 215.31972 samples/s, eta: 6:59:39 [2025/07/20 17:47:08] openrec INFO: epoch: [15/40], global_step: 44120, lr: 0.000381, loss: 0.354248, avg_reader_cost: 0.00834 s, avg_batch_cost: 0.29771 s, avg_samples: 256.0, ips: 859.89112 samples/s, eta: 6:59:36 [2025/07/20 17:47:11] openrec INFO: epoch: [15/40], global_step: 44130, lr: 0.000381, loss: 0.390332, avg_reader_cost: 0.00903 s, avg_batch_cost: 0.30251 s, avg_samples: 256.0, ips: 846.24702 samples/s, eta: 6:59:33 [2025/07/20 17:47:14] openrec INFO: epoch: [15/40], global_step: 44140, lr: 0.000381, loss: 0.315701, avg_reader_cost: 0.00897 s, avg_batch_cost: 0.30615 s, avg_samples: 256.0, ips: 836.20077 samples/s, eta: 6:59:30 [2025/07/20 17:47:18] openrec INFO: epoch: [15/40], global_step: 44150, lr: 0.000381, loss: 0.284187, avg_reader_cost: 0.00870 s, avg_batch_cost: 0.30403 s, avg_samples: 256.0, ips: 842.02160 samples/s, eta: 6:59:26 [2025/07/20 17:47:21] openrec INFO: epoch: [15/40], global_step: 44160, lr: 0.000381, loss: 0.335495, avg_reader_cost: 0.01118 s, avg_batch_cost: 0.30243 s, avg_samples: 256.0, ips: 846.47758 samples/s, eta: 6:59:23 [2025/07/20 17:47:24] openrec INFO: epoch: [15/40], global_step: 44170, lr: 0.000381, loss: 0.331688, avg_reader_cost: 0.00866 s, avg_batch_cost: 0.29575 s, avg_samples: 256.0, ips: 865.60900 samples/s, eta: 6:59:20 [2025/07/20 17:47:27] openrec INFO: epoch: [15/40], global_step: 44180, lr: 0.000380, loss: 0.325959, avg_reader_cost: 0.01088 s, avg_batch_cost: 0.30622 s, avg_samples: 256.0, ips: 836.00577 samples/s, eta: 6:59:17 [2025/07/20 17:47:30] openrec INFO: epoch: [15/40], global_step: 44190, lr: 0.000380, loss: 0.302806, avg_reader_cost: 0.00805 s, avg_batch_cost: 0.30139 s, avg_samples: 256.0, ips: 849.41142 samples/s, eta: 6:59:14 [2025/07/20 17:47:33] openrec INFO: epoch: [15/40], global_step: 44200, lr: 0.000380, loss: 0.300188, avg_reader_cost: 0.01275 s, avg_batch_cost: 0.30749 s, avg_samples: 256.0, 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samples/s, eta: 6:57:58 [2025/07/20 17:48:46] openrec INFO: epoch: [15/40], global_step: 44440, lr: 0.000379, loss: 0.297693, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.30345 s, avg_samples: 256.0, ips: 843.63472 samples/s, eta: 6:57:55 [2025/07/20 17:48:49] openrec INFO: epoch: [15/40], global_step: 44450, lr: 0.000379, loss: 0.286377, avg_reader_cost: 0.00830 s, avg_batch_cost: 0.30011 s, avg_samples: 256.0, ips: 853.01207 samples/s, eta: 6:57:52 [2025/07/20 17:48:52] openrec INFO: epoch: [15/40], global_step: 44460, lr: 0.000379, loss: 0.289242, avg_reader_cost: 0.00894 s, avg_batch_cost: 0.30180 s, avg_samples: 256.0, ips: 848.24203 samples/s, eta: 6:57:49 [2025/07/20 17:48:55] openrec INFO: epoch: [15/40], global_step: 44470, lr: 0.000379, loss: 0.312179, avg_reader_cost: 0.00854 s, avg_batch_cost: 0.29614 s, avg_samples: 256.0, ips: 864.44722 samples/s, eta: 6:57:45 [2025/07/20 17:48:58] openrec INFO: epoch: [15/40], global_step: 44480, lr: 0.000379, loss: 0.380361, 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avg_reader_cost: 0.00924 s, avg_batch_cost: 0.30053 s, avg_samples: 256.0, ips: 851.83133 samples/s, eta: 6:52:29 [2025/07/20 17:54:16] openrec INFO: cur metric, acc: 0.9452262680115532, norm_edit_dis: 0.9845803618702649, num_samples: 7248, fps: 2696.116532042569 [2025/07/20 17:54:16] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 17:54:16] openrec INFO: best metric, acc: 0.9452262680115532, norm_edit_dis: 0.9845803618702649, num_samples: 7248, fps: 2696.116532042569, best_epoch: 15 [2025/07/20 17:54:19] openrec INFO: epoch: [15/40], global_step: 45510, lr: 0.000373, loss: 0.301450, avg_reader_cost: 0.39486 s, avg_batch_cost: 0.68730 s, avg_samples: 256.0, ips: 372.46949 samples/s, eta: 6:52:33 [2025/07/20 17:54:22] openrec INFO: epoch: [15/40], global_step: 45520, lr: 0.000373, loss: 0.313906, avg_reader_cost: 0.00832 s, avg_batch_cost: 0.29414 s, avg_samples: 256.0, ips: 870.33278 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openrec INFO: epoch: [15/40], global_step: 45620, lr: 0.000372, loss: 0.325619, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.30662 s, avg_samples: 256.0, ips: 834.91693 samples/s, eta: 6:51:58 [2025/07/20 17:54:55] openrec INFO: epoch: [15/40], global_step: 45630, lr: 0.000372, loss: 0.304724, avg_reader_cost: 0.00781 s, avg_batch_cost: 0.29491 s, avg_samples: 256.0, ips: 868.06544 samples/s, eta: 6:51:55 [2025/07/20 17:54:58] openrec INFO: epoch: [15/40], global_step: 45640, lr: 0.000372, loss: 0.337714, avg_reader_cost: 0.00889 s, avg_batch_cost: 0.30106 s, avg_samples: 256.0, ips: 850.32141 samples/s, eta: 6:51:52 [2025/07/20 17:55:02] openrec INFO: epoch: [15/40], global_step: 45650, lr: 0.000372, loss: 0.306244, avg_reader_cost: 0.00774 s, avg_batch_cost: 0.30756 s, avg_samples: 256.0, ips: 832.36833 samples/s, eta: 6:51:49 [2025/07/20 17:55:05] openrec INFO: epoch: [15/40], global_step: 45660, lr: 0.000372, loss: 0.259631, avg_reader_cost: 0.00939 s, avg_batch_cost: 0.31011 s, 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openrec INFO: epoch: [15/40], global_step: 46390, lr: 0.000368, loss: 0.291388, avg_reader_cost: 0.00895 s, avg_batch_cost: 0.30642 s, avg_samples: 256.0, ips: 835.45411 samples/s, eta: 6:47:59 [2025/07/20 17:58:52] openrec INFO: epoch: [15/40], global_step: 46400, lr: 0.000368, loss: 0.292420, avg_reader_cost: 0.00861 s, avg_batch_cost: 0.30281 s, avg_samples: 256.0, ips: 845.40323 samples/s, eta: 6:47:56 [2025/07/20 17:58:55] openrec INFO: epoch: [15/40], global_step: 46410, lr: 0.000368, loss: 0.329827, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.30333 s, avg_samples: 256.0, ips: 843.97847 samples/s, eta: 6:47:53 [2025/07/20 17:58:58] openrec INFO: epoch: [15/40], global_step: 46420, lr: 0.000368, loss: 0.353573, avg_reader_cost: 0.01101 s, avg_batch_cost: 0.30204 s, avg_samples: 256.0, ips: 847.57774 samples/s, eta: 6:47:50 [2025/07/20 17:59:01] openrec INFO: epoch: [15/40], global_step: 46430, lr: 0.000368, loss: 0.327928, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.30624 s, 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best_epoch: 15 [2025/07/20 18:03:21] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 18:03:21] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_15.pth [2025/07/20 18:03:26] openrec INFO: epoch: [16/40], global_step: 47260, lr: 0.000363, loss: 0.372140, avg_reader_cost: 0.74369 s, avg_batch_cost: 1.03725 s, avg_samples: 256.0, ips: 246.80592 samples/s, eta: 6:43:47 [2025/07/20 18:03:29] openrec INFO: epoch: [16/40], global_step: 47270, lr: 0.000363, loss: 0.328412, avg_reader_cost: 0.00839 s, avg_batch_cost: 0.30552 s, avg_samples: 256.0, ips: 837.91906 samples/s, eta: 6:43:44 [2025/07/20 18:03:32] openrec INFO: epoch: [16/40], global_step: 47280, lr: 0.000363, loss: 0.328412, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.29952 s, avg_samples: 256.0, ips: 854.71027 samples/s, eta: 6:43:40 [2025/07/20 18:03:35] 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openrec INFO: epoch: [16/40], global_step: 48460, lr: 0.000356, loss: 0.338256, avg_reader_cost: 0.01212 s, avg_batch_cost: 0.30416 s, avg_samples: 256.0, ips: 841.65490 samples/s, eta: 6:37:42 [2025/07/20 18:09:41] openrec INFO: epoch: [16/40], global_step: 48470, lr: 0.000356, loss: 0.342816, avg_reader_cost: 0.00847 s, avg_batch_cost: 0.30693 s, avg_samples: 256.0, ips: 834.07303 samples/s, eta: 6:37:39 [2025/07/20 18:09:44] openrec INFO: epoch: [16/40], global_step: 48480, lr: 0.000356, loss: 0.356576, avg_reader_cost: 0.00783 s, avg_batch_cost: 0.29847 s, avg_samples: 256.0, ips: 857.70669 samples/s, eta: 6:37:35 [2025/07/20 18:09:47] openrec INFO: epoch: [16/40], global_step: 48490, lr: 0.000356, loss: 0.351352, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.30290 s, avg_samples: 256.0, ips: 845.15755 samples/s, eta: 6:37:32 [2025/07/20 18:09:50] openrec INFO: epoch: [16/40], global_step: 48500, lr: 0.000356, loss: 0.346281, avg_reader_cost: 0.00823 s, avg_batch_cost: 0.30845 s, 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openrec INFO: epoch: [16/40], global_step: 50240, lr: 0.000346, loss: 0.293366, avg_reader_cost: 0.00776 s, avg_batch_cost: 0.30749 s, avg_samples: 256.0, ips: 832.54278 samples/s, eta: 6:28:47 [2025/07/20 18:18:59] openrec INFO: epoch: [16/40], global_step: 50250, lr: 0.000345, loss: 0.332544, avg_reader_cost: 0.00831 s, avg_batch_cost: 0.30313 s, avg_samples: 256.0, ips: 844.50918 samples/s, eta: 6:28:43 [2025/07/20 18:19:02] openrec INFO: epoch: [16/40], global_step: 50260, lr: 0.000345, loss: 0.340318, avg_reader_cost: 0.00684 s, avg_batch_cost: 0.30825 s, avg_samples: 256.0, ips: 830.48311 samples/s, eta: 6:28:40 [2025/07/20 18:19:05] openrec INFO: epoch: [16/40], global_step: 50270, lr: 0.000345, loss: 0.311944, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.30715 s, avg_samples: 256.0, ips: 833.47674 samples/s, eta: 6:28:37 [2025/07/20 18:19:08] openrec INFO: epoch: [16/40], global_step: 50280, lr: 0.000345, loss: 0.320307, avg_reader_cost: 0.00898 s, avg_batch_cost: 0.30939 s, 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6:28:06 [2025/07/20 18:19:38] openrec INFO: epoch: [16/40], global_step: 50380, lr: 0.000345, loss: 0.268181, avg_reader_cost: 0.00858 s, avg_batch_cost: 0.30662 s, avg_samples: 256.0, ips: 834.89862 samples/s, eta: 6:28:03 [2025/07/20 18:19:41] openrec INFO: epoch: [16/40], global_step: 50390, lr: 0.000345, loss: 0.312720, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.29778 s, avg_samples: 256.0, ips: 859.69194 samples/s, eta: 6:28:00 [2025/07/20 18:19:44] openrec INFO: epoch: [16/40], global_step: 50400, lr: 0.000345, loss: 0.418585, avg_reader_cost: 0.00913 s, avg_batch_cost: 0.30071 s, avg_samples: 256.0, ips: 851.30859 samples/s, eta: 6:27:57 [2025/07/20 18:19:50] openrec INFO: cur metric, acc: 0.9446743916326237, norm_edit_dis: 0.9851604531225104, num_samples: 7248, fps: 1692.3760636598465 [2025/07/20 18:19:50] openrec INFO: best metric, acc: 0.9456401752957504, norm_edit_dis: 0.9847604079420967, num_samples: 7248, fps: 2702.846805388247, best_epoch: 15 [2025/07/20 18:19:51] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 18:19:51] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_16.pth [2025/07/20 18:19:56] openrec INFO: epoch: [17/40], global_step: 50410, lr: 0.000344, loss: 0.326116, avg_reader_cost: 0.82556 s, avg_batch_cost: 1.11868 s, avg_samples: 256.0, ips: 228.84111 samples/s, eta: 6:28:06 [2025/07/20 18:19:59] openrec INFO: epoch: [17/40], global_step: 50420, lr: 0.000344, loss: 0.326116, avg_reader_cost: 0.00807 s, avg_batch_cost: 0.30536 s, avg_samples: 256.0, ips: 838.36335 samples/s, eta: 6:28:03 [2025/07/20 18:20:02] openrec INFO: epoch: [17/40], global_step: 50430, lr: 0.000344, loss: 0.311737, avg_reader_cost: 0.00857 s, avg_batch_cost: 0.30459 s, avg_samples: 256.0, ips: 840.47826 samples/s, eta: 6:28:00 [2025/07/20 18:20:05] openrec INFO: epoch: [17/40], 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[2025/07/20 18:20:33] openrec INFO: epoch: [17/40], global_step: 50520, lr: 0.000344, loss: 0.306556, avg_reader_cost: 0.00801 s, avg_batch_cost: 0.30349 s, avg_samples: 256.0, ips: 843.52417 samples/s, eta: 6:27:37 [2025/07/20 18:20:36] openrec INFO: epoch: [17/40], global_step: 50530, lr: 0.000344, loss: 0.313354, avg_reader_cost: 0.01463 s, avg_batch_cost: 0.30811 s, avg_samples: 256.0, ips: 830.87730 samples/s, eta: 6:27:34 [2025/07/20 18:20:39] openrec INFO: epoch: [17/40], global_step: 50540, lr: 0.000344, loss: 0.297955, avg_reader_cost: 0.00858 s, avg_batch_cost: 0.30648 s, avg_samples: 256.0, ips: 835.30183 samples/s, eta: 6:27:31 [2025/07/20 18:20:42] openrec INFO: epoch: [17/40], global_step: 50550, lr: 0.000344, loss: 0.302861, avg_reader_cost: 0.00857 s, avg_batch_cost: 0.30525 s, avg_samples: 256.0, ips: 838.65074 samples/s, eta: 6:27:27 [2025/07/20 18:20:45] openrec INFO: epoch: [17/40], global_step: 50560, lr: 0.000344, loss: 0.307477, avg_reader_cost: 0.00851 s, 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openrec INFO: epoch: [17/40], global_step: 50980, lr: 0.000341, loss: 0.392428, avg_reader_cost: 0.00814 s, avg_batch_cost: 0.30353 s, avg_samples: 256.0, ips: 843.41703 samples/s, eta: 6:25:12 [2025/07/20 18:22:56] openrec INFO: epoch: [17/40], global_step: 50990, lr: 0.000341, loss: 0.290189, avg_reader_cost: 0.00793 s, avg_batch_cost: 0.29892 s, avg_samples: 256.0, ips: 856.42507 samples/s, eta: 6:25:09 [2025/07/20 18:22:59] openrec INFO: epoch: [17/40], global_step: 51000, lr: 0.000341, loss: 0.283970, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.30557 s, avg_samples: 256.0, ips: 837.78882 samples/s, eta: 6:25:06 [2025/07/20 18:23:03] openrec INFO: cur metric, acc: 0.9457781443904827, norm_edit_dis: 0.9852453230780005, num_samples: 7248, fps: 2687.996468858116 [2025/07/20 18:23:03] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 18:23:03] openrec INFO: best metric, acc: 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[2025/07/20 18:26:07] openrec INFO: epoch: [17/40], global_step: 51590, lr: 0.000337, loss: 0.331876, avg_reader_cost: 0.00862 s, avg_batch_cost: 0.30331 s, avg_samples: 256.0, ips: 844.00793 samples/s, eta: 6:22:12 [2025/07/20 18:26:10] openrec INFO: epoch: [17/40], global_step: 51600, lr: 0.000337, loss: 0.315436, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.30555 s, avg_samples: 256.0, ips: 837.82223 samples/s, eta: 6:22:09 [2025/07/20 18:26:13] openrec INFO: epoch: [17/40], global_step: 51610, lr: 0.000337, loss: 0.306858, avg_reader_cost: 0.00788 s, avg_batch_cost: 0.30370 s, avg_samples: 256.0, ips: 842.92707 samples/s, eta: 6:22:06 [2025/07/20 18:26:16] openrec INFO: epoch: [17/40], global_step: 51620, lr: 0.000337, loss: 0.245491, avg_reader_cost: 0.00799 s, avg_batch_cost: 0.30844 s, avg_samples: 256.0, ips: 829.97520 samples/s, eta: 6:22:03 [2025/07/20 18:26:19] openrec INFO: epoch: [17/40], global_step: 51630, lr: 0.000337, loss: 0.288326, avg_reader_cost: 0.00846 s, 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openrec INFO: epoch: [17/40], global_step: 52450, lr: 0.000332, loss: 0.291897, avg_reader_cost: 0.00771 s, avg_batch_cost: 0.30763 s, avg_samples: 256.0, ips: 832.17544 samples/s, eta: 6:17:47 [2025/07/20 18:30:36] openrec INFO: epoch: [17/40], global_step: 52460, lr: 0.000332, loss: 0.291897, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.30738 s, avg_samples: 256.0, ips: 832.85287 samples/s, eta: 6:17:44 [2025/07/20 18:30:39] openrec INFO: epoch: [17/40], global_step: 52470, lr: 0.000332, loss: 0.272572, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.30328 s, avg_samples: 256.0, ips: 844.10998 samples/s, eta: 6:17:41 [2025/07/20 18:30:42] openrec INFO: epoch: [17/40], global_step: 52480, lr: 0.000332, loss: 0.306273, avg_reader_cost: 0.00849 s, avg_batch_cost: 0.30449 s, avg_samples: 256.0, ips: 840.74466 samples/s, eta: 6:17:38 [2025/07/20 18:30:45] openrec INFO: epoch: [17/40], global_step: 52490, lr: 0.000332, loss: 0.328323, avg_reader_cost: 0.00804 s, avg_batch_cost: 0.30565 s, 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[2025/07/20 18:31:40] openrec INFO: epoch: [17/40], global_step: 52660, lr: 0.000331, loss: 0.329874, avg_reader_cost: 0.00783 s, avg_batch_cost: 0.30918 s, avg_samples: 256.0, ips: 827.99920 samples/s, eta: 6:16:47 [2025/07/20 18:31:43] openrec INFO: epoch: [17/40], global_step: 52670, lr: 0.000331, loss: 0.386096, avg_reader_cost: 0.00833 s, avg_batch_cost: 0.30174 s, avg_samples: 256.0, ips: 848.40328 samples/s, eta: 6:16:44 [2025/07/20 18:31:46] openrec INFO: epoch: [17/40], global_step: 52680, lr: 0.000331, loss: 0.464215, avg_reader_cost: 0.00909 s, avg_batch_cost: 0.30036 s, avg_samples: 256.0, ips: 852.31026 samples/s, eta: 6:16:40 [2025/07/20 18:31:49] openrec INFO: epoch: [17/40], global_step: 52690, lr: 0.000331, loss: 0.382741, avg_reader_cost: 0.00789 s, avg_batch_cost: 0.29671 s, avg_samples: 256.0, ips: 862.80506 samples/s, eta: 6:16:37 [2025/07/20 18:31:52] openrec INFO: epoch: [17/40], global_step: 52700, lr: 0.000331, loss: 0.318747, avg_reader_cost: 0.00844 s, 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0.30602 s, avg_samples: 256.0, ips: 836.55250 samples/s, eta: 6:12:37 [2025/07/20 18:35:54] openrec INFO: epoch: [17/40], global_step: 53480, lr: 0.000326, loss: 0.339815, avg_reader_cost: 0.00782 s, avg_batch_cost: 0.30060 s, avg_samples: 256.0, ips: 851.61804 samples/s, eta: 6:12:34 [2025/07/20 18:35:57] openrec INFO: epoch: [17/40], global_step: 53490, lr: 0.000326, loss: 0.384893, avg_reader_cost: 0.00837 s, avg_batch_cost: 0.30634 s, avg_samples: 256.0, ips: 835.66393 samples/s, eta: 6:12:31 [2025/07/20 18:36:00] openrec INFO: epoch: [17/40], global_step: 53500, lr: 0.000326, loss: 0.353702, avg_reader_cost: 0.00782 s, avg_batch_cost: 0.30189 s, avg_samples: 256.0, ips: 847.99992 samples/s, eta: 6:12:28 [2025/07/20 18:36:03] openrec INFO: cur metric, acc: 0.9497792481377219, norm_edit_dis: 0.9862802653083744, num_samples: 7248, fps: 2684.5961143876875 [2025/07/20 18:36:04] openrec INFO: save ckpt to 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0.000325, loss: 0.316940, avg_reader_cost: 0.00948 s, avg_batch_cost: 0.30054 s, avg_samples: 256.0, ips: 851.80511 samples/s, eta: 6:12:20 [2025/07/20 18:36:19] openrec INFO: epoch: [17/40], global_step: 53550, lr: 0.000325, loss: 0.328949, avg_reader_cost: 0.00679 s, avg_batch_cost: 0.30299 s, avg_samples: 256.0, ips: 844.92552 samples/s, eta: 6:12:17 [2025/07/20 18:36:24] openrec INFO: cur metric, acc: 0.9460540825799475, norm_edit_dis: 0.9853252622462787, num_samples: 7248, fps: 1864.096933015966 [2025/07/20 18:36:24] openrec INFO: best metric, acc: 0.9497792481377219, norm_edit_dis: 0.9862802653083744, num_samples: 7248, fps: 2684.5961143876875, best_epoch: 17 [2025/07/20 18:36:25] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 18:36:25] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_17.pth [2025/07/20 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[18/40], global_step: 54190, lr: 0.000321, loss: 0.282378, avg_reader_cost: 0.00786 s, avg_batch_cost: 0.30410 s, avg_samples: 256.0, ips: 841.83649 samples/s, eta: 6:09:11 [2025/07/20 18:39:48] openrec INFO: epoch: [18/40], global_step: 54200, lr: 0.000321, loss: 0.312385, avg_reader_cost: 0.00849 s, avg_batch_cost: 0.30818 s, avg_samples: 256.0, ips: 830.69590 samples/s, eta: 6:09:08 [2025/07/20 18:39:51] openrec INFO: epoch: [18/40], global_step: 54210, lr: 0.000321, loss: 0.336462, avg_reader_cost: 0.00874 s, avg_batch_cost: 0.30367 s, avg_samples: 256.0, ips: 843.02051 samples/s, eta: 6:09:05 [2025/07/20 18:39:54] openrec INFO: epoch: [18/40], global_step: 54220, lr: 0.000321, loss: 0.330724, avg_reader_cost: 0.01090 s, avg_batch_cost: 0.30158 s, avg_samples: 256.0, ips: 848.86769 samples/s, eta: 6:09:02 [2025/07/20 18:39:57] openrec INFO: epoch: [18/40], global_step: 54230, lr: 0.000321, loss: 0.333881, avg_reader_cost: 0.00870 s, avg_batch_cost: 0.29858 s, avg_samples: 256.0, 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samples/s, eta: 6:07:46 [2025/07/20 18:41:10] openrec INFO: epoch: [18/40], global_step: 54470, lr: 0.000320, loss: 0.322678, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.30265 s, avg_samples: 256.0, ips: 845.86922 samples/s, eta: 6:07:43 [2025/07/20 18:41:13] openrec INFO: epoch: [18/40], global_step: 54480, lr: 0.000320, loss: 0.328839, avg_reader_cost: 0.01205 s, avg_batch_cost: 0.31389 s, avg_samples: 256.0, ips: 815.55944 samples/s, eta: 6:07:40 [2025/07/20 18:41:16] openrec INFO: epoch: [18/40], global_step: 54490, lr: 0.000320, loss: 0.292309, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.30130 s, avg_samples: 256.0, ips: 849.65178 samples/s, eta: 6:07:37 [2025/07/20 18:41:19] openrec INFO: epoch: [18/40], global_step: 54500, lr: 0.000319, loss: 0.289795, avg_reader_cost: 0.00742 s, avg_batch_cost: 0.30258 s, avg_samples: 256.0, ips: 846.05058 samples/s, eta: 6:07:34 [2025/07/20 18:41:23] openrec INFO: cur metric, acc: 0.9441225152536942, norm_edit_dis: 0.984807689140626, 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[18/40], global_step: 56300, lr: 0.000308, loss: 0.272495, avg_reader_cost: 0.00791 s, avg_batch_cost: 0.30040 s, avg_samples: 256.0, ips: 852.19337 samples/s, eta: 5:58:26 [2025/07/20 18:50:45] openrec INFO: epoch: [18/40], global_step: 56310, lr: 0.000308, loss: 0.296398, avg_reader_cost: 0.00870 s, avg_batch_cost: 0.30534 s, avg_samples: 256.0, ips: 838.40695 samples/s, eta: 5:58:23 [2025/07/20 18:50:48] openrec INFO: epoch: [18/40], global_step: 56320, lr: 0.000308, loss: 0.285734, avg_reader_cost: 0.00901 s, avg_batch_cost: 0.30515 s, avg_samples: 256.0, ips: 838.92208 samples/s, eta: 5:58:20 [2025/07/20 18:50:51] openrec INFO: epoch: [18/40], global_step: 56330, lr: 0.000308, loss: 0.285859, avg_reader_cost: 0.00793 s, avg_batch_cost: 0.30625 s, avg_samples: 256.0, ips: 835.90665 samples/s, eta: 5:58:17 [2025/07/20 18:50:54] openrec INFO: epoch: [18/40], global_step: 56340, lr: 0.000308, loss: 0.316337, avg_reader_cost: 0.00886 s, avg_batch_cost: 0.31041 s, avg_samples: 256.0, 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18:52:20] openrec INFO: epoch: [18/40], global_step: 56610, lr: 0.000306, loss: 0.352160, avg_reader_cost: 0.00799 s, avg_batch_cost: 0.30828 s, avg_samples: 256.0, ips: 830.40738 samples/s, eta: 5:56:53 [2025/07/20 18:52:23] openrec INFO: epoch: [18/40], global_step: 56620, lr: 0.000306, loss: 0.286590, avg_reader_cost: 0.00861 s, avg_batch_cost: 0.30841 s, avg_samples: 256.0, ips: 830.05309 samples/s, eta: 5:56:50 [2025/07/20 18:52:26] openrec INFO: epoch: [18/40], global_step: 56630, lr: 0.000306, loss: 0.275229, avg_reader_cost: 0.00878 s, avg_batch_cost: 0.29933 s, avg_samples: 256.0, ips: 855.25320 samples/s, eta: 5:56:47 [2025/07/20 18:52:29] openrec INFO: epoch: [18/40], global_step: 56640, lr: 0.000306, loss: 0.270756, avg_reader_cost: 0.00868 s, avg_batch_cost: 0.30576 s, avg_samples: 256.0, ips: 837.25713 samples/s, eta: 5:56:44 [2025/07/20 18:52:32] openrec INFO: epoch: [18/40], global_step: 56650, lr: 0.000306, loss: 0.277897, avg_reader_cost: 0.00835 s, avg_batch_cost: 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56700, lr: 0.000306, loss: 0.399245, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.29885 s, avg_samples: 256.0, ips: 856.60634 samples/s, eta: 5:56:25 [2025/07/20 18:52:52] openrec INFO: cur metric, acc: 0.9479856499062008, norm_edit_dis: 0.9851819058301753, num_samples: 7248, fps: 1966.3260705289265 [2025/07/20 18:52:52] openrec INFO: best metric, acc: 0.9497792481377219, norm_edit_dis: 0.9862802653083744, num_samples: 7248, fps: 2684.5961143876875, best_epoch: 17 [2025/07/20 18:52:53] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 18:52:53] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_18.pth [2025/07/20 18:52:59] openrec INFO: epoch: [19/40], global_step: 56710, lr: 0.000306, loss: 0.295061, avg_reader_cost: 0.84987 s, avg_batch_cost: 1.14833 s, avg_samples: 256.0, ips: 222.93179 samples/s, eta: 5:56:32 [2025/07/20 18:53:02] openrec INFO: epoch: [19/40], global_step: 56720, lr: 0.000306, loss: 0.279089, avg_reader_cost: 0.00799 s, avg_batch_cost: 0.30275 s, avg_samples: 256.0, ips: 845.57100 samples/s, eta: 5:56:29 [2025/07/20 18:53:05] openrec INFO: epoch: [19/40], global_step: 56730, lr: 0.000305, loss: 0.295887, avg_reader_cost: 0.00831 s, avg_batch_cost: 0.30921 s, avg_samples: 256.0, ips: 827.92731 samples/s, eta: 5:56:26 [2025/07/20 18:53:08] openrec INFO: epoch: [19/40], global_step: 56740, lr: 0.000305, loss: 0.320525, avg_reader_cost: 0.00816 s, avg_batch_cost: 0.30231 s, avg_samples: 256.0, ips: 846.81257 samples/s, eta: 5:56:23 [2025/07/20 18:53:11] openrec INFO: epoch: [19/40], global_step: 56750, lr: 0.000305, loss: 0.314599, avg_reader_cost: 0.01048 s, avg_batch_cost: 0.30643 s, avg_samples: 256.0, ips: 835.43395 samples/s, eta: 5:56:20 [2025/07/20 18:53:14] openrec INFO: epoch: [19/40], global_step: 56760, lr: 0.000305, loss: 0.281122, avg_reader_cost: 0.00812 s, 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[19/40], global_step: 56810, lr: 0.000305, loss: 0.283131, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.30375 s, avg_samples: 256.0, ips: 842.80129 samples/s, eta: 5:56:01 [2025/07/20 18:53:33] openrec INFO: epoch: [19/40], global_step: 56820, lr: 0.000305, loss: 0.316254, avg_reader_cost: 0.00871 s, avg_batch_cost: 0.30501 s, avg_samples: 256.0, ips: 839.31619 samples/s, eta: 5:55:58 [2025/07/20 18:53:36] openrec INFO: epoch: [19/40], global_step: 56830, lr: 0.000305, loss: 0.369388, avg_reader_cost: 0.00829 s, avg_batch_cost: 0.30532 s, avg_samples: 256.0, ips: 838.46757 samples/s, eta: 5:55:55 [2025/07/20 18:53:39] openrec INFO: epoch: [19/40], global_step: 56840, lr: 0.000305, loss: 0.388072, avg_reader_cost: 0.00815 s, avg_batch_cost: 0.30780 s, avg_samples: 256.0, ips: 831.69870 samples/s, eta: 5:55:51 [2025/07/20 18:53:42] openrec INFO: epoch: [19/40], global_step: 56850, lr: 0.000305, loss: 0.350448, avg_reader_cost: 0.00878 s, avg_batch_cost: 0.30885 s, avg_samples: 256.0, 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5:52:37 [2025/07/20 18:57:02] openrec INFO: epoch: [19/40], global_step: 57490, lr: 0.000301, loss: 0.339681, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.30871 s, avg_samples: 256.0, ips: 829.25485 samples/s, eta: 5:52:33 [2025/07/20 18:57:05] openrec INFO: epoch: [19/40], global_step: 57500, lr: 0.000301, loss: 0.299276, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.30160 s, avg_samples: 256.0, ips: 848.81998 samples/s, eta: 5:52:30 [2025/07/20 18:57:09] openrec INFO: cur metric, acc: 0.9449503298220884, norm_edit_dis: 0.9847941331267995, num_samples: 7248, fps: 2678.335459269416 [2025/07/20 18:57:09] openrec INFO: best metric, acc: 0.9497792481377219, norm_edit_dis: 0.9862802653083744, num_samples: 7248, fps: 2684.5961143876875, best_epoch: 17 [2025/07/20 18:57:12] openrec INFO: epoch: [19/40], global_step: 57510, lr: 0.000301, loss: 0.352799, avg_reader_cost: 0.37644 s, avg_batch_cost: 0.67306 s, avg_samples: 256.0, ips: 380.35221 samples/s, eta: 5:52:32 [2025/07/20 18:57:15] 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[19/40], global_step: 58190, lr: 0.000296, loss: 0.257708, avg_reader_cost: 0.01046 s, avg_batch_cost: 0.30603 s, avg_samples: 256.0, ips: 836.50636 samples/s, eta: 5:49:04 [2025/07/20 19:00:48] openrec INFO: epoch: [19/40], global_step: 58200, lr: 0.000296, loss: 0.279119, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.30909 s, avg_samples: 256.0, ips: 828.24433 samples/s, eta: 5:49:01 [2025/07/20 19:00:51] openrec INFO: epoch: [19/40], global_step: 58210, lr: 0.000296, loss: 0.323434, avg_reader_cost: 0.00738 s, avg_batch_cost: 0.30592 s, avg_samples: 256.0, ips: 836.82783 samples/s, eta: 5:48:58 [2025/07/20 19:00:54] openrec INFO: epoch: [19/40], global_step: 58220, lr: 0.000296, loss: 0.263707, avg_reader_cost: 0.00864 s, avg_batch_cost: 0.30615 s, avg_samples: 256.0, ips: 836.19692 samples/s, eta: 5:48:55 [2025/07/20 19:00:57] openrec INFO: epoch: [19/40], global_step: 58230, lr: 0.000296, loss: 0.264992, avg_reader_cost: 0.00922 s, avg_batch_cost: 0.31074 s, avg_samples: 256.0, 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samples/s, eta: 5:47:40 [2025/07/20 19:02:11] openrec INFO: epoch: [19/40], global_step: 58470, lr: 0.000294, loss: 0.296449, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30751 s, avg_samples: 256.0, ips: 832.49559 samples/s, eta: 5:47:37 [2025/07/20 19:02:14] openrec INFO: epoch: [19/40], global_step: 58480, lr: 0.000294, loss: 0.299517, avg_reader_cost: 0.00789 s, avg_batch_cost: 0.30920 s, avg_samples: 256.0, ips: 827.95208 samples/s, eta: 5:47:34 [2025/07/20 19:02:17] openrec INFO: epoch: [19/40], global_step: 58490, lr: 0.000294, loss: 0.276613, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.30031 s, avg_samples: 256.0, ips: 852.44667 samples/s, eta: 5:47:31 [2025/07/20 19:02:20] openrec INFO: epoch: [19/40], global_step: 58500, lr: 0.000294, loss: 0.277892, avg_reader_cost: 0.00719 s, avg_batch_cost: 0.30469 s, avg_samples: 256.0, ips: 840.20092 samples/s, eta: 5:47:28 [2025/07/20 19:02:23] openrec INFO: cur metric, acc: 0.9475717426220037, norm_edit_dis: 0.9852480135783394, 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19:07:34] openrec INFO: epoch: [19/40], global_step: 59500, lr: 0.000288, loss: 0.301110, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30623 s, avg_samples: 256.0, ips: 835.97870 samples/s, eta: 5:42:25 [2025/07/20 19:07:38] openrec INFO: cur metric, acc: 0.9492273717587922, norm_edit_dis: 0.9858002693456758, num_samples: 7248, fps: 2691.736215775128 [2025/07/20 19:07:38] openrec INFO: best metric, acc: 0.9506070627061162, norm_edit_dis: 0.9863887800925489, num_samples: 7248, fps: 2703.6797225768787, best_epoch: 19 [2025/07/20 19:07:41] openrec INFO: epoch: [19/40], global_step: 59510, lr: 0.000288, loss: 0.305191, avg_reader_cost: 0.36827 s, avg_batch_cost: 0.66369 s, avg_samples: 256.0, ips: 385.72308 samples/s, eta: 5:42:25 [2025/07/20 19:07:44] openrec INFO: epoch: [19/40], global_step: 59520, lr: 0.000288, loss: 0.299687, avg_reader_cost: 0.00824 s, avg_batch_cost: 0.30688 s, avg_samples: 256.0, ips: 834.19310 samples/s, eta: 5:42:22 [2025/07/20 19:07:47] openrec INFO: epoch: [19/40], global_step: 59530, lr: 0.000288, loss: 0.278428, avg_reader_cost: 0.01012 s, avg_batch_cost: 0.30193 s, avg_samples: 256.0, ips: 847.88126 samples/s, eta: 5:42:19 [2025/07/20 19:07:50] openrec INFO: epoch: [19/40], global_step: 59540, lr: 0.000288, loss: 0.304073, avg_reader_cost: 0.00811 s, avg_batch_cost: 0.30356 s, avg_samples: 256.0, ips: 843.32906 samples/s, eta: 5:42:16 [2025/07/20 19:07:53] openrec INFO: epoch: [19/40], global_step: 59550, lr: 0.000288, loss: 0.425554, avg_reader_cost: 0.00868 s, avg_batch_cost: 0.30819 s, avg_samples: 256.0, ips: 830.64719 samples/s, eta: 5:42:13 [2025/07/20 19:07:56] openrec INFO: epoch: [19/40], global_step: 59560, lr: 0.000287, loss: 0.297214, avg_reader_cost: 0.00836 s, avg_batch_cost: 0.30830 s, avg_samples: 256.0, ips: 830.37258 samples/s, eta: 5:42:10 [2025/07/20 19:07:59] openrec INFO: epoch: [19/40], global_step: 59570, lr: 0.000287, loss: 0.265017, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.30563 s, avg_samples: 256.0, 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0.274444, avg_reader_cost: 0.00799 s, avg_batch_cost: 0.30065 s, avg_samples: 256.0, ips: 851.47696 samples/s, eta: 5:41:51 [2025/07/20 19:08:18] openrec INFO: epoch: [19/40], global_step: 59630, lr: 0.000287, loss: 0.323421, avg_reader_cost: 0.00883 s, avg_batch_cost: 0.30798 s, avg_samples: 256.0, ips: 831.22843 samples/s, eta: 5:41:48 [2025/07/20 19:08:21] openrec INFO: epoch: [19/40], global_step: 59640, lr: 0.000287, loss: 0.316015, avg_reader_cost: 0.00850 s, avg_batch_cost: 0.30478 s, avg_samples: 256.0, ips: 839.94295 samples/s, eta: 5:41:45 [2025/07/20 19:08:24] openrec INFO: epoch: [19/40], global_step: 59650, lr: 0.000287, loss: 0.289814, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.30908 s, avg_samples: 256.0, ips: 828.27110 samples/s, eta: 5:41:42 [2025/07/20 19:08:27] openrec INFO: epoch: [19/40], global_step: 59660, lr: 0.000287, loss: 0.294579, avg_reader_cost: 0.00864 s, avg_batch_cost: 0.30776 s, avg_samples: 256.0, ips: 831.80798 samples/s, eta: 5:41:39 [2025/07/20 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samples/s, eta: 5:40:55 [2025/07/20 19:09:13] openrec INFO: epoch: [19/40], global_step: 59810, lr: 0.000286, loss: 0.278619, avg_reader_cost: 0.00831 s, avg_batch_cost: 0.30849 s, avg_samples: 256.0, ips: 829.84255 samples/s, eta: 5:40:52 [2025/07/20 19:09:16] openrec INFO: epoch: [19/40], global_step: 59820, lr: 0.000286, loss: 0.289752, avg_reader_cost: 0.01221 s, avg_batch_cost: 0.30747 s, avg_samples: 256.0, ips: 832.61166 samples/s, eta: 5:40:49 [2025/07/20 19:09:19] openrec INFO: epoch: [19/40], global_step: 59830, lr: 0.000286, loss: 0.284366, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.30448 s, avg_samples: 256.0, ips: 840.77363 samples/s, eta: 5:40:46 [2025/07/20 19:09:22] openrec INFO: epoch: [19/40], global_step: 59840, lr: 0.000286, loss: 0.274511, avg_reader_cost: 0.00843 s, avg_batch_cost: 0.30868 s, avg_samples: 256.0, ips: 829.33831 samples/s, eta: 5:40:43 [2025/07/20 19:09:25] openrec INFO: epoch: [19/40], global_step: 59850, lr: 0.000286, loss: 0.290866, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.30512 s, avg_samples: 256.0, ips: 839.00297 samples/s, eta: 5:40:39 [2025/07/20 19:09:30] openrec INFO: cur metric, acc: 0.9477097117167361, norm_edit_dis: 0.9857003692018755, num_samples: 7248, fps: 1955.2903944011355 [2025/07/20 19:09:30] openrec INFO: best metric, acc: 0.9506070627061162, norm_edit_dis: 0.9863887800925489, num_samples: 7248, fps: 2703.6797225768787, best_epoch: 19 [2025/07/20 19:09:31] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 19:09:31] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_19.pth [2025/07/20 19:09:36] openrec INFO: epoch: [20/40], global_step: 59860, lr: 0.000286, loss: 0.291265, avg_reader_cost: 0.77119 s, avg_batch_cost: 1.06726 s, avg_samples: 256.0, ips: 239.86663 samples/s, eta: 5:40:45 [2025/07/20 19:09:39] openrec INFO: epoch: [20/40], global_step: 59870, lr: 0.000286, loss: 0.299749, avg_reader_cost: 0.00776 s, avg_batch_cost: 0.30169 s, avg_samples: 256.0, ips: 848.54026 samples/s, eta: 5:40:42 [2025/07/20 19:09:42] openrec INFO: epoch: [20/40], global_step: 59880, lr: 0.000285, loss: 0.337561, avg_reader_cost: 0.00786 s, avg_batch_cost: 0.30439 s, avg_samples: 256.0, ips: 841.01762 samples/s, eta: 5:40:38 [2025/07/20 19:09:45] openrec INFO: epoch: [20/40], global_step: 59890, lr: 0.000285, loss: 0.397129, avg_reader_cost: 0.00866 s, avg_batch_cost: 0.30277 s, avg_samples: 256.0, ips: 845.52193 samples/s, eta: 5:40:35 [2025/07/20 19:09:48] openrec INFO: epoch: [20/40], global_step: 59900, lr: 0.000285, loss: 0.282437, avg_reader_cost: 0.00799 s, avg_batch_cost: 0.30192 s, avg_samples: 256.0, ips: 847.90182 samples/s, eta: 5:40:32 [2025/07/20 19:09:51] openrec INFO: epoch: [20/40], global_step: 59910, lr: 0.000285, loss: 0.248850, avg_reader_cost: 0.00787 s, avg_batch_cost: 0.30844 s, avg_samples: 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loss: 0.283123, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.30509 s, avg_samples: 256.0, ips: 839.10250 samples/s, eta: 5:40:13 [2025/07/20 19:10:10] openrec INFO: epoch: [20/40], global_step: 59970, lr: 0.000285, loss: 0.263727, avg_reader_cost: 0.00903 s, avg_batch_cost: 0.30943 s, avg_samples: 256.0, ips: 827.32817 samples/s, eta: 5:40:10 [2025/07/20 19:10:13] openrec INFO: epoch: [20/40], global_step: 59980, lr: 0.000285, loss: 0.262490, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.30705 s, avg_samples: 256.0, ips: 833.74642 samples/s, eta: 5:40:07 [2025/07/20 19:10:16] openrec INFO: epoch: [20/40], global_step: 59990, lr: 0.000285, loss: 0.288248, avg_reader_cost: 0.00797 s, avg_batch_cost: 0.30935 s, avg_samples: 256.0, ips: 827.54905 samples/s, eta: 5:40:04 [2025/07/20 19:10:19] openrec INFO: epoch: [20/40], global_step: 60000, lr: 0.000285, loss: 0.316975, avg_reader_cost: 0.00840 s, avg_batch_cost: 0.30723 s, avg_samples: 256.0, ips: 833.25792 samples/s, eta: 5:40:01 [2025/07/20 19:10:23] openrec INFO: cur metric, acc: 0.9474337735272713, norm_edit_dis: 0.9858369495502552, num_samples: 7248, fps: 2696.535280116993 [2025/07/20 19:10:23] openrec INFO: best metric, acc: 0.9506070627061162, norm_edit_dis: 0.9863887800925489, num_samples: 7248, fps: 2703.6797225768787, best_epoch: 19 [2025/07/20 19:10:23] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/iter_latest.pth [2025/07/20 19:10:26] openrec INFO: epoch: [20/40], global_step: 60010, lr: 0.000285, loss: 0.282736, avg_reader_cost: 0.43699 s, avg_batch_cost: 0.72821 s, avg_samples: 256.0, ips: 351.54650 samples/s, eta: 5:40:03 [2025/07/20 19:10:29] openrec INFO: epoch: [20/40], global_step: 60020, lr: 0.000285, loss: 0.263088, avg_reader_cost: 0.00818 s, avg_batch_cost: 0.30538 s, avg_samples: 256.0, ips: 838.31256 samples/s, eta: 5:39:59 [2025/07/20 19:10:32] openrec INFO: epoch: [20/40], global_step: 60030, lr: 0.000284, 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[2025/07/20 19:10:48] openrec INFO: epoch: [20/40], global_step: 60080, lr: 0.000284, loss: 0.281540, avg_reader_cost: 0.00833 s, avg_batch_cost: 0.31069 s, avg_samples: 256.0, ips: 823.98219 samples/s, eta: 5:39:41 [2025/07/20 19:10:51] openrec INFO: epoch: [20/40], global_step: 60090, lr: 0.000284, loss: 0.240017, avg_reader_cost: 0.00798 s, avg_batch_cost: 0.30943 s, avg_samples: 256.0, ips: 827.32097 samples/s, eta: 5:39:38 [2025/07/20 19:10:54] openrec INFO: epoch: [20/40], global_step: 60100, lr: 0.000284, loss: 0.265943, avg_reader_cost: 0.00804 s, avg_batch_cost: 0.30993 s, avg_samples: 256.0, ips: 826.00252 samples/s, eta: 5:39:35 [2025/07/20 19:10:57] openrec INFO: epoch: [20/40], global_step: 60110, lr: 0.000284, loss: 0.309013, avg_reader_cost: 0.00916 s, avg_batch_cost: 0.30680 s, avg_samples: 256.0, ips: 834.41474 samples/s, eta: 5:39:31 [2025/07/20 19:11:00] openrec INFO: epoch: [20/40], global_step: 60120, lr: 0.000284, loss: 0.267041, avg_reader_cost: 0.00812 s, 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[20/40], global_step: 60170, lr: 0.000284, loss: 0.256242, avg_reader_cost: 0.00813 s, avg_batch_cost: 0.30760 s, avg_samples: 256.0, ips: 832.25987 samples/s, eta: 5:39:13 [2025/07/20 19:11:19] openrec INFO: epoch: [20/40], global_step: 60180, lr: 0.000284, loss: 0.263728, avg_reader_cost: 0.00941 s, avg_batch_cost: 0.30933 s, avg_samples: 256.0, ips: 827.58968 samples/s, eta: 5:39:10 [2025/07/20 19:11:22] openrec INFO: epoch: [20/40], global_step: 60190, lr: 0.000283, loss: 0.285066, avg_reader_cost: 0.00764 s, avg_batch_cost: 0.30180 s, avg_samples: 256.0, ips: 848.24899 samples/s, eta: 5:39:07 [2025/07/20 19:11:25] openrec INFO: epoch: [20/40], global_step: 60200, lr: 0.000283, loss: 0.363421, avg_reader_cost: 0.00842 s, avg_batch_cost: 0.30809 s, avg_samples: 256.0, ips: 830.93594 samples/s, eta: 5:39:03 [2025/07/20 19:11:28] openrec INFO: epoch: [20/40], global_step: 60210, lr: 0.000283, loss: 0.260143, avg_reader_cost: 0.00873 s, avg_batch_cost: 0.31290 s, avg_samples: 256.0, 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0.284926, avg_reader_cost: 0.00865 s, avg_batch_cost: 0.30725 s, avg_samples: 256.0, ips: 833.19488 samples/s, eta: 5:38:45 [2025/07/20 19:11:47] openrec INFO: epoch: [20/40], global_step: 60270, lr: 0.000283, loss: 0.297391, avg_reader_cost: 0.01021 s, avg_batch_cost: 0.30833 s, avg_samples: 256.0, ips: 830.26824 samples/s, eta: 5:38:42 [2025/07/20 19:11:50] openrec INFO: epoch: [20/40], global_step: 60280, lr: 0.000283, loss: 0.368483, avg_reader_cost: 0.00808 s, avg_batch_cost: 0.30450 s, avg_samples: 256.0, ips: 840.73538 samples/s, eta: 5:38:39 [2025/07/20 19:11:53] openrec INFO: epoch: [20/40], global_step: 60290, lr: 0.000283, loss: 0.388109, avg_reader_cost: 0.00991 s, avg_batch_cost: 0.31093 s, avg_samples: 256.0, ips: 823.34828 samples/s, eta: 5:38:36 [2025/07/20 19:11:56] openrec INFO: epoch: [20/40], global_step: 60300, lr: 0.000283, loss: 0.284659, avg_reader_cost: 0.01001 s, avg_batch_cost: 0.30677 s, avg_samples: 256.0, ips: 834.49826 samples/s, eta: 5:38:32 [2025/07/20 19:11:59] openrec INFO: epoch: [20/40], global_step: 60310, lr: 0.000283, loss: 0.294308, avg_reader_cost: 0.00742 s, avg_batch_cost: 0.30742 s, avg_samples: 256.0, ips: 832.73609 samples/s, eta: 5:38:29 [2025/07/20 19:12:02] openrec INFO: epoch: [20/40], global_step: 60320, lr: 0.000283, loss: 0.301091, avg_reader_cost: 0.00867 s, avg_batch_cost: 0.30290 s, avg_samples: 256.0, ips: 845.16261 samples/s, eta: 5:38:26 [2025/07/20 19:12:05] openrec INFO: epoch: [20/40], global_step: 60330, lr: 0.000283, loss: 0.260898, avg_reader_cost: 0.00867 s, avg_batch_cost: 0.30317 s, avg_samples: 256.0, ips: 844.40949 samples/s, eta: 5:38:23 [2025/07/20 19:12:08] openrec INFO: epoch: [20/40], global_step: 60340, lr: 0.000282, loss: 0.260451, avg_reader_cost: 0.00794 s, avg_batch_cost: 0.30704 s, avg_samples: 256.0, ips: 833.77082 samples/s, eta: 5:38:20 [2025/07/20 19:12:11] openrec INFO: epoch: [20/40], global_step: 60350, lr: 0.000282, loss: 0.276341, avg_reader_cost: 0.00843 s, avg_batch_cost: 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60400, lr: 0.000282, loss: 0.305460, avg_reader_cost: 0.00826 s, avg_batch_cost: 0.30340 s, avg_samples: 256.0, ips: 843.77029 samples/s, eta: 5:38:01 [2025/07/20 19:12:30] openrec INFO: epoch: [20/40], global_step: 60410, lr: 0.000282, loss: 0.310670, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.30615 s, avg_samples: 256.0, ips: 836.19315 samples/s, eta: 5:37:58 [2025/07/20 19:12:33] openrec INFO: epoch: [20/40], global_step: 60420, lr: 0.000282, loss: 0.303014, avg_reader_cost: 0.00825 s, avg_batch_cost: 0.30939 s, avg_samples: 256.0, ips: 827.44012 samples/s, eta: 5:37:55 [2025/07/20 19:12:36] openrec INFO: epoch: [20/40], global_step: 60430, lr: 0.000282, loss: 0.327543, avg_reader_cost: 0.00866 s, avg_batch_cost: 0.30781 s, avg_samples: 256.0, ips: 831.67893 samples/s, eta: 5:37:52 [2025/07/20 19:12:39] openrec INFO: epoch: [20/40], global_step: 60440, lr: 0.000282, loss: 0.327543, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.30654 s, avg_samples: 256.0, ips: 835.13044 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avg_reader_cost: 0.00983 s, avg_batch_cost: 0.30186 s, avg_samples: 256.0, ips: 848.06328 samples/s, eta: 5:37:33 [2025/07/20 19:12:57] openrec INFO: epoch: [20/40], global_step: 60500, lr: 0.000281, loss: 0.276176, avg_reader_cost: 0.00861 s, avg_batch_cost: 0.30562 s, avg_samples: 256.0, ips: 837.65484 samples/s, eta: 5:37:30 [2025/07/20 19:13:01] openrec INFO: cur metric, acc: 0.9507450318008485, norm_edit_dis: 0.9860167814860182, num_samples: 7248, fps: 2693.5406634033225 [2025/07/20 19:13:01] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 19:13:01] openrec INFO: best metric, acc: 0.9507450318008485, norm_edit_dis: 0.9860167814860182, num_samples: 7248, fps: 2693.5406634033225, best_epoch: 20 [2025/07/20 19:13:04] openrec INFO: epoch: [20/40], global_step: 60510, lr: 0.000281, loss: 0.273076, avg_reader_cost: 0.39420 s, avg_batch_cost: 0.68908 s, avg_samples: 256.0, ips: 371.50736 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openrec INFO: epoch: [20/40], global_step: 60610, lr: 0.000281, loss: 0.350234, avg_reader_cost: 0.00830 s, avg_batch_cost: 0.30194 s, avg_samples: 256.0, ips: 847.84873 samples/s, eta: 5:37:00 [2025/07/20 19:13:38] openrec INFO: epoch: [20/40], global_step: 60620, lr: 0.000281, loss: 0.351738, avg_reader_cost: 0.00814 s, avg_batch_cost: 0.30717 s, avg_samples: 256.0, ips: 833.41599 samples/s, eta: 5:36:56 [2025/07/20 19:13:41] openrec INFO: epoch: [20/40], global_step: 60630, lr: 0.000281, loss: 0.310772, avg_reader_cost: 0.00844 s, avg_batch_cost: 0.30806 s, avg_samples: 256.0, ips: 830.99659 samples/s, eta: 5:36:53 [2025/07/20 19:13:44] openrec INFO: epoch: [20/40], global_step: 60640, lr: 0.000281, loss: 0.327848, avg_reader_cost: 0.01059 s, avg_batch_cost: 0.30399 s, avg_samples: 256.0, ips: 842.13202 samples/s, eta: 5:36:50 [2025/07/20 19:13:47] openrec INFO: epoch: [20/40], global_step: 60650, lr: 0.000280, loss: 0.304971, avg_reader_cost: 0.00774 s, avg_batch_cost: 0.30756 s, 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openrec INFO: epoch: [20/40], global_step: 61550, lr: 0.000275, loss: 0.309930, avg_reader_cost: 0.00869 s, avg_batch_cost: 0.31016 s, avg_samples: 256.0, ips: 825.38827 samples/s, eta: 5:32:13 [2025/07/20 19:18:33] openrec INFO: epoch: [20/40], global_step: 61560, lr: 0.000275, loss: 0.288262, avg_reader_cost: 0.00756 s, avg_batch_cost: 0.30085 s, avg_samples: 256.0, ips: 850.92809 samples/s, eta: 5:32:10 [2025/07/20 19:18:36] openrec INFO: epoch: [20/40], global_step: 61570, lr: 0.000275, loss: 0.312747, avg_reader_cost: 0.00782 s, avg_batch_cost: 0.30526 s, avg_samples: 256.0, ips: 838.63371 samples/s, eta: 5:32:07 [2025/07/20 19:18:39] openrec INFO: epoch: [20/40], global_step: 61580, lr: 0.000275, loss: 0.337133, avg_reader_cost: 0.00817 s, avg_batch_cost: 0.30103 s, avg_samples: 256.0, ips: 850.42539 samples/s, eta: 5:32:04 [2025/07/20 19:18:42] openrec INFO: epoch: [20/40], global_step: 61590, lr: 0.000274, loss: 0.359214, avg_reader_cost: 0.00834 s, avg_batch_cost: 0.30485 s, 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0.94908940266406, norm_edit_dis: 0.9858882378994757, num_samples: 7248, fps: 2684.533765962655 [2025/07/20 19:20:52] openrec INFO: best metric, acc: 0.9507450318008485, norm_edit_dis: 0.9860167814860182, num_samples: 7248, fps: 2693.5406634033225, best_epoch: 20 [2025/07/20 19:20:55] openrec INFO: epoch: [20/40], global_step: 62010, lr: 0.000272, loss: 0.253461, avg_reader_cost: 0.37198 s, avg_batch_cost: 0.67105 s, avg_samples: 256.0, ips: 381.49012 samples/s, eta: 5:29:53 [2025/07/20 19:20:58] openrec INFO: epoch: [20/40], global_step: 62020, lr: 0.000272, loss: 0.312520, avg_reader_cost: 0.00833 s, avg_batch_cost: 0.30181 s, avg_samples: 256.0, ips: 848.20651 samples/s, eta: 5:29:50 [2025/07/20 19:21:01] openrec INFO: epoch: [20/40], global_step: 62030, lr: 0.000272, loss: 0.278748, avg_reader_cost: 0.00980 s, avg_batch_cost: 0.30437 s, avg_samples: 256.0, ips: 841.08145 samples/s, eta: 5:29:47 [2025/07/20 19:21:04] openrec INFO: epoch: [20/40], global_step: 62040, lr: 0.000272, 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[2025/07/20 19:21:19] openrec INFO: epoch: [20/40], global_step: 62090, lr: 0.000271, loss: 0.350067, avg_reader_cost: 0.00976 s, avg_batch_cost: 0.30758 s, avg_samples: 256.0, ips: 832.31619 samples/s, eta: 5:29:28 [2025/07/20 19:21:22] openrec INFO: epoch: [20/40], global_step: 62100, lr: 0.000271, loss: 0.264614, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.29997 s, avg_samples: 256.0, ips: 853.40801 samples/s, eta: 5:29:25 [2025/07/20 19:21:25] openrec INFO: epoch: [20/40], global_step: 62110, lr: 0.000271, loss: 0.264893, avg_reader_cost: 0.00963 s, avg_batch_cost: 0.30836 s, avg_samples: 256.0, ips: 830.20776 samples/s, eta: 5:29:22 [2025/07/20 19:21:29] openrec INFO: epoch: [20/40], global_step: 62120, lr: 0.000271, loss: 0.259525, avg_reader_cost: 0.00867 s, avg_batch_cost: 0.30585 s, avg_samples: 256.0, ips: 837.01975 samples/s, eta: 5:29:19 [2025/07/20 19:21:32] openrec INFO: epoch: [20/40], global_step: 62130, lr: 0.000271, loss: 0.233309, avg_reader_cost: 0.00755 s, 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[20/40], global_step: 62180, lr: 0.000271, loss: 0.294438, avg_reader_cost: 0.01043 s, avg_batch_cost: 0.30994 s, avg_samples: 256.0, ips: 825.97272 samples/s, eta: 5:29:00 [2025/07/20 19:21:50] openrec INFO: epoch: [20/40], global_step: 62190, lr: 0.000271, loss: 0.280151, avg_reader_cost: 0.00862 s, avg_batch_cost: 0.30807 s, avg_samples: 256.0, ips: 830.98012 samples/s, eta: 5:28:57 [2025/07/20 19:21:53] openrec INFO: epoch: [20/40], global_step: 62200, lr: 0.000271, loss: 0.281605, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.30641 s, avg_samples: 256.0, ips: 835.48355 samples/s, eta: 5:28:54 [2025/07/20 19:21:56] openrec INFO: epoch: [20/40], global_step: 62210, lr: 0.000270, loss: 0.279146, avg_reader_cost: 0.00798 s, avg_batch_cost: 0.30617 s, avg_samples: 256.0, ips: 836.14783 samples/s, eta: 5:28:51 [2025/07/20 19:21:59] openrec INFO: epoch: [20/40], global_step: 62220, lr: 0.000270, loss: 0.284306, avg_reader_cost: 0.00869 s, avg_batch_cost: 0.30731 s, avg_samples: 256.0, 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[20/40], global_step: 62580, lr: 0.000268, loss: 0.308986, avg_reader_cost: 0.00852 s, avg_batch_cost: 0.30981 s, avg_samples: 256.0, ips: 826.31718 samples/s, eta: 5:26:59 [2025/07/20 19:23:56] openrec INFO: epoch: [20/40], global_step: 62590, lr: 0.000268, loss: 0.275368, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.30368 s, avg_samples: 256.0, ips: 842.98232 samples/s, eta: 5:26:56 [2025/07/20 19:24:00] openrec INFO: epoch: [20/40], global_step: 62600, lr: 0.000268, loss: 0.270883, avg_reader_cost: 0.00813 s, avg_batch_cost: 0.30839 s, avg_samples: 256.0, ips: 830.12278 samples/s, eta: 5:26:53 [2025/07/20 19:24:03] openrec INFO: epoch: [20/40], global_step: 62610, lr: 0.000268, loss: 0.255372, avg_reader_cost: 0.00820 s, avg_batch_cost: 0.30399 s, avg_samples: 256.0, ips: 842.13024 samples/s, eta: 5:26:50 [2025/07/20 19:24:06] openrec INFO: epoch: [20/40], global_step: 62620, lr: 0.000268, loss: 0.266407, avg_reader_cost: 0.00837 s, avg_batch_cost: 0.30866 s, avg_samples: 256.0, 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openrec INFO: epoch: [20/40], global_step: 62950, lr: 0.000266, loss: 0.299965, avg_reader_cost: 0.00809 s, avg_batch_cost: 0.30843 s, avg_samples: 256.0, ips: 829.99945 samples/s, eta: 5:25:03 [2025/07/20 19:25:50] openrec INFO: epoch: [20/40], global_step: 62960, lr: 0.000266, loss: 0.302002, avg_reader_cost: 0.00903 s, avg_batch_cost: 0.31021 s, avg_samples: 256.0, ips: 825.25543 samples/s, eta: 5:25:00 [2025/07/20 19:25:53] openrec INFO: epoch: [20/40], global_step: 62970, lr: 0.000266, loss: 0.302536, avg_reader_cost: 0.00802 s, avg_batch_cost: 0.30467 s, avg_samples: 256.0, ips: 840.24688 samples/s, eta: 5:24:57 [2025/07/20 19:25:56] openrec INFO: epoch: [20/40], global_step: 62980, lr: 0.000265, loss: 0.309145, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.30611 s, avg_samples: 256.0, ips: 836.29898 samples/s, eta: 5:24:54 [2025/07/20 19:25:59] openrec INFO: epoch: [20/40], global_step: 62990, lr: 0.000265, loss: 0.333192, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.30201 s, avg_samples: 256.0, ips: 847.65797 samples/s, eta: 5:24:51 [2025/07/20 19:26:02] openrec INFO: epoch: [20/40], global_step: 63000, lr: 0.000265, loss: 0.295533, avg_reader_cost: 0.00996 s, avg_batch_cost: 0.29646 s, avg_samples: 256.0, ips: 863.51218 samples/s, eta: 5:24:48 [2025/07/20 19:26:07] openrec INFO: cur metric, acc: 0.9512969081797781, norm_edit_dis: 0.9865756287888863, num_samples: 7248, fps: 1789.185064791369 [2025/07/20 19:26:08] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 19:26:08] openrec INFO: best metric, acc: 0.9512969081797781, norm_edit_dis: 0.9865756287888863, num_samples: 7248, fps: 1789.185064791369, best_epoch: 20 [2025/07/20 19:26:11] openrec INFO: cur metric, acc: 0.9512969081797781, norm_edit_dis: 0.9865756287888863, num_samples: 7248, fps: 2696.9314288345286 [2025/07/20 19:26:12] openrec INFO: save ckpt to 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19:28:44] openrec INFO: epoch: [21/40], global_step: 63490, lr: 0.000262, loss: 0.366918, avg_reader_cost: 0.00946 s, avg_batch_cost: 0.30720 s, avg_samples: 256.0, ips: 833.32854 samples/s, eta: 5:22:26 [2025/07/20 19:28:48] openrec INFO: epoch: [21/40], global_step: 63500, lr: 0.000262, loss: 0.333179, avg_reader_cost: 0.01098 s, avg_batch_cost: 0.30697 s, avg_samples: 256.0, ips: 833.95545 samples/s, eta: 5:22:23 [2025/07/20 19:28:51] openrec INFO: cur metric, acc: 0.9525386300323695, norm_edit_dis: 0.9869264691942893, num_samples: 7248, fps: 2685.7456932659334 [2025/07/20 19:28:51] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 19:28:51] openrec INFO: best metric, acc: 0.9525386300323695, norm_edit_dis: 0.9869264691942893, num_samples: 7248, fps: 2685.7456932659334, best_epoch: 21 [2025/07/20 19:28:54] openrec INFO: epoch: [21/40], global_step: 63510, lr: 0.000262, loss: 0.297513, 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openrec INFO: epoch: [21/40], global_step: 64100, lr: 0.000258, loss: 0.314922, avg_reader_cost: 0.00772 s, avg_batch_cost: 0.30782 s, avg_samples: 256.0, ips: 831.66823 samples/s, eta: 5:19:22 [2025/07/20 19:32:02] openrec INFO: epoch: [21/40], global_step: 64110, lr: 0.000258, loss: 0.408685, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.29848 s, avg_samples: 256.0, ips: 857.67579 samples/s, eta: 5:19:19 [2025/07/20 19:32:05] openrec INFO: epoch: [21/40], global_step: 64120, lr: 0.000258, loss: 0.268464, avg_reader_cost: 0.00994 s, avg_batch_cost: 0.30750 s, avg_samples: 256.0, ips: 832.52819 samples/s, eta: 5:19:16 [2025/07/20 19:32:08] openrec INFO: epoch: [21/40], global_step: 64130, lr: 0.000258, loss: 0.260311, avg_reader_cost: 0.00796 s, avg_batch_cost: 0.30531 s, avg_samples: 256.0, ips: 838.48361 samples/s, eta: 5:19:13 [2025/07/20 19:32:11] openrec INFO: epoch: [21/40], global_step: 64140, lr: 0.000258, loss: 0.302618, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.30240 s, 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19:33:52] openrec INFO: epoch: [21/40], global_step: 64470, lr: 0.000256, loss: 0.279247, avg_reader_cost: 0.00789 s, avg_batch_cost: 0.30563 s, avg_samples: 256.0, ips: 837.60825 samples/s, eta: 5:17:27 [2025/07/20 19:33:55] openrec INFO: epoch: [21/40], global_step: 64480, lr: 0.000256, loss: 0.301556, avg_reader_cost: 0.00926 s, avg_batch_cost: 0.30565 s, avg_samples: 256.0, ips: 837.54971 samples/s, eta: 5:17:23 [2025/07/20 19:33:58] openrec INFO: epoch: [21/40], global_step: 64490, lr: 0.000256, loss: 0.254474, avg_reader_cost: 0.00728 s, avg_batch_cost: 0.31011 s, avg_samples: 256.0, ips: 825.51144 samples/s, eta: 5:17:20 [2025/07/20 19:34:01] openrec INFO: epoch: [21/40], global_step: 64500, lr: 0.000256, loss: 0.241762, avg_reader_cost: 0.00878 s, avg_batch_cost: 0.30605 s, avg_samples: 256.0, ips: 836.47137 samples/s, eta: 5:17:17 [2025/07/20 19:34:05] openrec INFO: cur metric, acc: 0.9514348772745104, norm_edit_dis: 0.986547159800091, num_samples: 7248, fps: 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[21/40], global_step: 65500, lr: 0.000249, loss: 0.290227, avg_reader_cost: 0.00833 s, avg_batch_cost: 0.30582 s, avg_samples: 256.0, ips: 837.09805 samples/s, eta: 5:12:12 [2025/07/20 19:39:20] openrec INFO: cur metric, acc: 0.9506070627061162, norm_edit_dis: 0.9865101742576782, num_samples: 7248, fps: 2678.200020879172 [2025/07/20 19:39:20] openrec INFO: best metric, acc: 0.9525386300323695, norm_edit_dis: 0.9869264691942893, num_samples: 7248, fps: 2685.7456932659334, best_epoch: 21 [2025/07/20 19:39:23] openrec INFO: epoch: [21/40], global_step: 65510, lr: 0.000249, loss: 0.286008, avg_reader_cost: 0.37781 s, avg_batch_cost: 0.67280 s, avg_samples: 256.0, ips: 380.50049 samples/s, eta: 5:12:12 [2025/07/20 19:39:26] openrec INFO: epoch: [21/40], global_step: 65520, lr: 0.000249, loss: 0.277495, avg_reader_cost: 0.00753 s, avg_batch_cost: 0.29701 s, avg_samples: 256.0, ips: 861.91002 samples/s, eta: 5:12:09 [2025/07/20 19:39:29] openrec INFO: epoch: [21/40], global_step: 65530, lr: 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avg_reader_cost: 0.00810 s, avg_batch_cost: 0.30867 s, avg_samples: 256.0, ips: 829.36419 samples/s, eta: 5:09:42 [2025/07/20 19:41:53] openrec INFO: epoch: [21/40], global_step: 66000, lr: 0.000246, loss: 0.357721, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.30401 s, avg_samples: 256.0, ips: 842.07205 samples/s, eta: 5:09:39 [2025/07/20 19:41:57] openrec INFO: cur metric, acc: 0.9510209699903133, norm_edit_dis: 0.9863935649098541, num_samples: 7248, fps: 2700.1803588076127 [2025/07/20 19:41:57] openrec INFO: best metric, acc: 0.9525386300323695, norm_edit_dis: 0.9869264691942893, num_samples: 7248, fps: 2685.7456932659334, best_epoch: 21 [2025/07/20 19:42:00] openrec INFO: epoch: [21/40], global_step: 66010, lr: 0.000246, loss: 0.332738, avg_reader_cost: 0.36837 s, avg_batch_cost: 0.66688 s, avg_samples: 256.0, ips: 383.87935 samples/s, eta: 5:09:39 [2025/07/20 19:42:03] openrec INFO: epoch: [21/40], global_step: 66020, lr: 0.000246, loss: 0.272964, avg_reader_cost: 0.00912 s, 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[21/40], global_step: 66070, lr: 0.000245, loss: 0.304249, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.30287 s, avg_samples: 256.0, ips: 845.24491 samples/s, eta: 5:09:20 [2025/07/20 19:42:21] openrec INFO: epoch: [21/40], global_step: 66080, lr: 0.000245, loss: 0.299775, avg_reader_cost: 0.01254 s, avg_batch_cost: 0.30857 s, avg_samples: 256.0, ips: 829.63391 samples/s, eta: 5:09:17 [2025/07/20 19:42:24] openrec INFO: epoch: [21/40], global_step: 66090, lr: 0.000245, loss: 0.292238, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.30685 s, avg_samples: 256.0, ips: 834.29570 samples/s, eta: 5:09:14 [2025/07/20 19:42:28] openrec INFO: epoch: [21/40], global_step: 66100, lr: 0.000245, loss: 0.285516, avg_reader_cost: 0.00800 s, avg_batch_cost: 0.30722 s, avg_samples: 256.0, ips: 833.28036 samples/s, eta: 5:09:11 [2025/07/20 19:42:31] openrec INFO: epoch: [21/40], global_step: 66110, lr: 0.000245, loss: 0.262785, avg_reader_cost: 0.00807 s, avg_batch_cost: 0.30300 s, avg_samples: 256.0, ips: 844.87373 samples/s, eta: 5:09:08 [2025/07/20 19:42:34] openrec INFO: epoch: [21/40], global_step: 66120, lr: 0.000245, loss: 0.349478, avg_reader_cost: 0.00810 s, avg_batch_cost: 0.30561 s, avg_samples: 256.0, ips: 837.67503 samples/s, eta: 5:09:04 [2025/07/20 19:42:37] openrec INFO: epoch: [21/40], global_step: 66130, lr: 0.000245, loss: 0.349478, avg_reader_cost: 0.00755 s, avg_batch_cost: 0.30408 s, avg_samples: 256.0, ips: 841.87768 samples/s, eta: 5:09:01 [2025/07/20 19:42:40] openrec INFO: epoch: [21/40], global_step: 66140, lr: 0.000245, loss: 0.241199, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.30454 s, avg_samples: 256.0, ips: 840.60894 samples/s, eta: 5:08:58 [2025/07/20 19:42:43] openrec INFO: epoch: [21/40], global_step: 66150, lr: 0.000245, loss: 0.365008, avg_reader_cost: 0.00704 s, avg_batch_cost: 0.29939 s, avg_samples: 256.0, ips: 855.05930 samples/s, eta: 5:08:55 [2025/07/20 19:42:48] openrec INFO: cur metric, acc: 0.9522626918429047, norm_edit_dis: 0.9867303744956771, num_samples: 7248, fps: 1980.2495213578118 [2025/07/20 19:42:48] openrec INFO: best metric, acc: 0.9525386300323695, norm_edit_dis: 0.9869264691942893, num_samples: 7248, fps: 2685.7456932659334, best_epoch: 21 [2025/07/20 19:42:48] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 19:42:49] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_21.pth [2025/07/20 19:42:53] openrec INFO: epoch: [22/40], global_step: 66160, lr: 0.000245, loss: 0.403664, avg_reader_cost: 0.76455 s, avg_batch_cost: 1.06326 s, avg_samples: 256.0, ips: 240.76880 samples/s, eta: 5:08:59 [2025/07/20 19:42:56] openrec INFO: epoch: [22/40], global_step: 66170, lr: 0.000245, loss: 0.317707, avg_reader_cost: 0.00823 s, avg_batch_cost: 0.30701 s, avg_samples: 256.0, ips: 833.85066 samples/s, eta: 5:08:56 [2025/07/20 19:43:00] openrec INFO: epoch: [22/40], global_step: 66180, lr: 0.000245, loss: 0.286437, avg_reader_cost: 0.00771 s, avg_batch_cost: 0.30917 s, avg_samples: 256.0, ips: 828.03617 samples/s, eta: 5:08:52 [2025/07/20 19:43:03] openrec INFO: epoch: [22/40], global_step: 66190, lr: 0.000245, loss: 0.286437, avg_reader_cost: 0.01124 s, avg_batch_cost: 0.30381 s, avg_samples: 256.0, ips: 842.63753 samples/s, eta: 5:08:49 [2025/07/20 19:43:06] openrec INFO: epoch: [22/40], global_step: 66200, lr: 0.000245, loss: 0.267366, avg_reader_cost: 0.00792 s, avg_batch_cost: 0.31036 s, avg_samples: 256.0, ips: 824.85793 samples/s, eta: 5:08:46 [2025/07/20 19:43:09] openrec INFO: epoch: [22/40], global_step: 66210, lr: 0.000245, loss: 0.281539, avg_reader_cost: 0.00881 s, avg_batch_cost: 0.30437 s, avg_samples: 256.0, ips: 841.08745 samples/s, eta: 5:08:43 [2025/07/20 19:43:12] openrec INFO: epoch: [22/40], global_step: 66220, lr: 0.000245, loss: 0.294111, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.30661 s, avg_samples: 256.0, ips: 834.94679 samples/s, eta: 5:08:40 [2025/07/20 19:43:15] openrec INFO: epoch: [22/40], global_step: 66230, lr: 0.000244, loss: 0.309810, avg_reader_cost: 0.00808 s, avg_batch_cost: 0.30525 s, avg_samples: 256.0, ips: 838.66987 samples/s, eta: 5:08:37 [2025/07/20 19:43:18] openrec INFO: epoch: [22/40], global_step: 66240, lr: 0.000244, loss: 0.283747, avg_reader_cost: 0.00852 s, avg_batch_cost: 0.30170 s, avg_samples: 256.0, ips: 848.52209 samples/s, eta: 5:08:34 [2025/07/20 19:43:21] openrec INFO: epoch: [22/40], global_step: 66250, lr: 0.000244, loss: 0.294723, avg_reader_cost: 0.00825 s, avg_batch_cost: 0.30466 s, avg_samples: 256.0, ips: 840.27292 samples/s, eta: 5:08:30 [2025/07/20 19:43:24] openrec INFO: epoch: [22/40], global_step: 66260, lr: 0.000244, loss: 0.335377, avg_reader_cost: 0.00887 s, avg_batch_cost: 0.30461 s, avg_samples: 256.0, ips: 840.40866 samples/s, eta: 5:08:27 [2025/07/20 19:43:27] openrec INFO: epoch: [22/40], global_step: 66270, lr: 0.000244, loss: 0.291882, avg_reader_cost: 0.00917 s, avg_batch_cost: 0.31024 s, avg_samples: 256.0, ips: 825.17235 samples/s, eta: 5:08:24 [2025/07/20 19:43:30] openrec INFO: epoch: [22/40], global_step: 66280, lr: 0.000244, loss: 0.252010, avg_reader_cost: 0.00862 s, avg_batch_cost: 0.31074 s, avg_samples: 256.0, ips: 823.84658 samples/s, eta: 5:08:21 [2025/07/20 19:43:33] openrec INFO: epoch: [22/40], global_step: 66290, lr: 0.000244, loss: 0.341397, avg_reader_cost: 0.01113 s, avg_batch_cost: 0.30832 s, avg_samples: 256.0, ips: 830.30265 samples/s, eta: 5:08:18 [2025/07/20 19:43:36] openrec INFO: epoch: [22/40], global_step: 66300, lr: 0.000244, loss: 0.267766, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.30847 s, avg_samples: 256.0, ips: 829.89091 samples/s, eta: 5:08:15 [2025/07/20 19:43:39] openrec INFO: epoch: [22/40], global_step: 66310, lr: 0.000244, loss: 0.243644, avg_reader_cost: 0.00833 s, avg_batch_cost: 0.30862 s, avg_samples: 256.0, ips: 829.48624 samples/s, eta: 5:08:12 [2025/07/20 19:43:43] openrec INFO: epoch: [22/40], global_step: 66320, lr: 0.000244, loss: 0.269758, avg_reader_cost: 0.00846 s, avg_batch_cost: 0.30745 s, avg_samples: 256.0, ips: 832.64562 samples/s, eta: 5:08:09 [2025/07/20 19:43:46] openrec INFO: epoch: [22/40], global_step: 66330, lr: 0.000244, loss: 0.245117, avg_reader_cost: 0.00852 s, avg_batch_cost: 0.30732 s, avg_samples: 256.0, ips: 833.00878 samples/s, eta: 5:08:06 [2025/07/20 19:43:49] openrec INFO: epoch: [22/40], global_step: 66340, lr: 0.000244, loss: 0.261609, avg_reader_cost: 0.00894 s, avg_batch_cost: 0.30760 s, avg_samples: 256.0, ips: 832.23749 samples/s, eta: 5:08:02 [2025/07/20 19:43:52] openrec INFO: epoch: [22/40], global_step: 66350, lr: 0.000244, loss: 0.332140, avg_reader_cost: 0.00854 s, avg_batch_cost: 0.30827 s, avg_samples: 256.0, ips: 830.44483 samples/s, eta: 5:07:59 [2025/07/20 19:43:55] openrec INFO: epoch: [22/40], global_step: 66360, lr: 0.000244, loss: 0.327313, avg_reader_cost: 0.00829 s, avg_batch_cost: 0.30882 s, avg_samples: 256.0, ips: 828.96663 samples/s, eta: 5:07:56 [2025/07/20 19:43:58] openrec INFO: epoch: [22/40], global_step: 66370, lr: 0.000244, loss: 0.254889, avg_reader_cost: 0.00888 s, avg_batch_cost: 0.30887 s, avg_samples: 256.0, ips: 828.81946 samples/s, eta: 5:07:53 [2025/07/20 19:44:01] openrec INFO: epoch: [22/40], global_step: 66380, lr: 0.000243, loss: 0.247943, avg_reader_cost: 0.00854 s, avg_batch_cost: 0.30323 s, avg_samples: 256.0, ips: 844.24955 samples/s, eta: 5:07:50 [2025/07/20 19:44:04] openrec INFO: epoch: [22/40], global_step: 66390, lr: 0.000243, loss: 0.261853, avg_reader_cost: 0.00855 s, avg_batch_cost: 0.30813 s, avg_samples: 256.0, ips: 830.82709 samples/s, eta: 5:07:47 [2025/07/20 19:44:07] openrec INFO: epoch: [22/40], global_step: 66400, lr: 0.000243, loss: 0.296601, avg_reader_cost: 0.00861 s, avg_batch_cost: 0.29879 s, avg_samples: 256.0, ips: 856.79827 samples/s, eta: 5:07:44 [2025/07/20 19:44:10] openrec INFO: epoch: [22/40], global_step: 66410, lr: 0.000243, loss: 0.266735, avg_reader_cost: 0.00843 s, avg_batch_cost: 0.30337 s, avg_samples: 256.0, ips: 843.84124 samples/s, eta: 5:07:40 [2025/07/20 19:44:13] openrec INFO: epoch: [22/40], global_step: 66420, lr: 0.000243, loss: 0.259435, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.30841 s, avg_samples: 256.0, ips: 830.06926 samples/s, eta: 5:07:37 [2025/07/20 19:44:16] openrec INFO: epoch: [22/40], global_step: 66430, lr: 0.000243, loss: 0.306451, avg_reader_cost: 0.00834 s, avg_batch_cost: 0.30412 s, avg_samples: 256.0, ips: 841.75928 samples/s, eta: 5:07:34 [2025/07/20 19:44:19] openrec INFO: epoch: [22/40], global_step: 66440, lr: 0.000243, loss: 0.326537, avg_reader_cost: 0.00858 s, avg_batch_cost: 0.30807 s, avg_samples: 256.0, ips: 830.97832 samples/s, eta: 5:07:31 [2025/07/20 19:44:22] openrec INFO: epoch: [22/40], global_step: 66450, lr: 0.000243, loss: 0.330039, avg_reader_cost: 0.00891 s, avg_batch_cost: 0.30334 s, avg_samples: 256.0, ips: 843.92746 samples/s, eta: 5:07:28 [2025/07/20 19:44:26] openrec INFO: epoch: [22/40], global_step: 66460, lr: 0.000243, loss: 0.253865, avg_reader_cost: 0.01008 s, avg_batch_cost: 0.30826 s, avg_samples: 256.0, ips: 830.46724 samples/s, eta: 5:07:25 [2025/07/20 19:44:29] openrec INFO: epoch: [22/40], global_step: 66470, lr: 0.000243, loss: 0.266679, avg_reader_cost: 0.00805 s, avg_batch_cost: 0.30631 s, avg_samples: 256.0, ips: 835.74367 samples/s, eta: 5:07:22 [2025/07/20 19:44:32] openrec INFO: epoch: [22/40], global_step: 66480, lr: 0.000243, loss: 0.290104, avg_reader_cost: 0.01034 s, avg_batch_cost: 0.31011 s, avg_samples: 256.0, ips: 825.50122 samples/s, eta: 5:07:19 [2025/07/20 19:44:35] openrec INFO: epoch: [22/40], global_step: 66490, lr: 0.000243, loss: 0.255717, avg_reader_cost: 0.00886 s, avg_batch_cost: 0.30805 s, avg_samples: 256.0, ips: 831.04212 samples/s, eta: 5:07:16 [2025/07/20 19:44:38] openrec INFO: epoch: [22/40], global_step: 66500, lr: 0.000243, loss: 0.255688, avg_reader_cost: 0.00787 s, avg_batch_cost: 0.30280 s, avg_samples: 256.0, ips: 845.45449 samples/s, eta: 5:07:12 [2025/07/20 19:44:41] openrec INFO: cur metric, acc: 0.9528145682218342, norm_edit_dis: 0.9871276184981143, num_samples: 7248, fps: 2684.601329976557 [2025/07/20 19:44:42] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 19:44:42] openrec INFO: best metric, acc: 0.9528145682218342, norm_edit_dis: 0.9871276184981143, num_samples: 7248, fps: 2684.601329976557, best_epoch: 22 [2025/07/20 19:44:45] openrec INFO: epoch: [22/40], global_step: 66510, lr: 0.000243, loss: 0.266078, avg_reader_cost: 0.39940 s, avg_batch_cost: 0.69778 s, avg_samples: 256.0, ips: 366.87892 samples/s, eta: 5:07:13 [2025/07/20 19:44:48] openrec INFO: epoch: [22/40], global_step: 66520, lr: 0.000243, loss: 0.262533, avg_reader_cost: 0.00817 s, avg_batch_cost: 0.30588 s, avg_samples: 256.0, ips: 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19:47:12] openrec INFO: epoch: [22/40], global_step: 66990, lr: 0.000240, loss: 0.278372, avg_reader_cost: 0.00815 s, avg_batch_cost: 0.30971 s, avg_samples: 256.0, ips: 826.58072 samples/s, eta: 5:04:43 [2025/07/20 19:47:15] openrec INFO: epoch: [22/40], global_step: 67000, lr: 0.000239, loss: 0.280703, avg_reader_cost: 0.01055 s, avg_batch_cost: 0.30720 s, avg_samples: 256.0, ips: 833.32563 samples/s, eta: 5:04:39 [2025/07/20 19:47:19] openrec INFO: cur metric, acc: 0.9515728463692428, norm_edit_dis: 0.9868962591404846, num_samples: 7248, fps: 2698.6127669335306 [2025/07/20 19:47:19] openrec INFO: best metric, acc: 0.9528145682218342, norm_edit_dis: 0.9871276184981143, num_samples: 7248, fps: 2684.601329976557, best_epoch: 22 [2025/07/20 19:47:22] openrec INFO: epoch: [22/40], global_step: 67010, lr: 0.000239, loss: 0.287122, avg_reader_cost: 0.37000 s, avg_batch_cost: 0.66111 s, avg_samples: 256.0, ips: 387.22761 samples/s, eta: 5:04:39 [2025/07/20 19:47:25] openrec INFO: epoch: 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openrec INFO: epoch: [22/40], global_step: 67390, lr: 0.000237, loss: 0.260120, avg_reader_cost: 0.00828 s, avg_batch_cost: 0.30826 s, avg_samples: 256.0, ips: 830.45806 samples/s, eta: 5:02:40 [2025/07/20 19:49:22] openrec INFO: epoch: [22/40], global_step: 67400, lr: 0.000237, loss: 0.280520, avg_reader_cost: 0.00827 s, avg_batch_cost: 0.30878 s, avg_samples: 256.0, ips: 829.05701 samples/s, eta: 5:02:37 [2025/07/20 19:49:25] openrec INFO: epoch: [22/40], global_step: 67410, lr: 0.000237, loss: 0.276042, avg_reader_cost: 0.00876 s, avg_batch_cost: 0.30576 s, avg_samples: 256.0, ips: 837.26783 samples/s, eta: 5:02:34 [2025/07/20 19:49:28] openrec INFO: epoch: [22/40], global_step: 67420, lr: 0.000237, loss: 0.294755, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.30112 s, avg_samples: 256.0, ips: 850.14865 samples/s, eta: 5:02:31 [2025/07/20 19:49:31] openrec INFO: epoch: [22/40], global_step: 67430, lr: 0.000237, loss: 0.292080, avg_reader_cost: 0.00840 s, avg_batch_cost: 0.31128 s, 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0.000236, loss: 0.299645, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.30840 s, avg_samples: 256.0, ips: 830.08479 samples/s, eta: 5:02:12 [2025/07/20 19:49:49] openrec INFO: epoch: [22/40], global_step: 67490, lr: 0.000236, loss: 0.299645, avg_reader_cost: 0.00755 s, avg_batch_cost: 0.30842 s, avg_samples: 256.0, ips: 830.04379 samples/s, eta: 5:02:09 [2025/07/20 19:49:52] openrec INFO: epoch: [22/40], global_step: 67500, lr: 0.000236, loss: 0.281452, avg_reader_cost: 0.01041 s, avg_batch_cost: 0.30681 s, avg_samples: 256.0, ips: 834.38316 samples/s, eta: 5:02:06 [2025/07/20 19:49:56] openrec INFO: cur metric, acc: 0.9536423827902285, norm_edit_dis: 0.9872090649623247, num_samples: 7248, fps: 2701.6482097722755 [2025/07/20 19:49:56] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 19:49:56] openrec INFO: best metric, acc: 0.9536423827902285, norm_edit_dis: 0.9872090649623247, num_samples: 7248, fps: 2701.6482097722755, best_epoch: 22 [2025/07/20 19:49:59] openrec INFO: epoch: [22/40], global_step: 67510, lr: 0.000236, loss: 0.357169, avg_reader_cost: 0.39026 s, avg_batch_cost: 0.68458 s, avg_samples: 256.0, ips: 373.95112 samples/s, eta: 5:02:06 [2025/07/20 19:50:02] openrec INFO: epoch: [22/40], global_step: 67520, lr: 0.000236, loss: 0.327810, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.30612 s, avg_samples: 256.0, ips: 836.28491 samples/s, eta: 5:02:03 [2025/07/20 19:50:05] openrec INFO: epoch: [22/40], global_step: 67530, lr: 0.000236, loss: 0.299595, avg_reader_cost: 0.00701 s, avg_batch_cost: 0.29887 s, avg_samples: 256.0, ips: 856.56718 samples/s, eta: 5:02:00 [2025/07/20 19:50:08] openrec INFO: epoch: [22/40], global_step: 67540, lr: 0.000236, loss: 0.303907, avg_reader_cost: 0.00780 s, avg_batch_cost: 0.30679 s, avg_samples: 256.0, ips: 834.45929 samples/s, eta: 5:01:57 [2025/07/20 19:50:11] openrec INFO: epoch: [22/40], global_step: 67550, lr: 0.000236, 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[2025/07/20 19:50:27] openrec INFO: epoch: [22/40], global_step: 67600, lr: 0.000236, loss: 0.291786, avg_reader_cost: 0.00798 s, avg_batch_cost: 0.30594 s, avg_samples: 256.0, ips: 836.75799 samples/s, eta: 5:01:38 [2025/07/20 19:50:30] openrec INFO: epoch: [22/40], global_step: 67610, lr: 0.000236, loss: 0.245772, avg_reader_cost: 0.00724 s, avg_batch_cost: 0.30522 s, avg_samples: 256.0, ips: 838.74560 samples/s, eta: 5:01:35 [2025/07/20 19:50:33] openrec INFO: epoch: [22/40], global_step: 67620, lr: 0.000235, loss: 0.250433, avg_reader_cost: 0.00853 s, avg_batch_cost: 0.30525 s, avg_samples: 256.0, ips: 838.65395 samples/s, eta: 5:01:32 [2025/07/20 19:50:36] openrec INFO: epoch: [22/40], global_step: 67630, lr: 0.000235, loss: 0.250445, avg_reader_cost: 0.01085 s, avg_batch_cost: 0.31257 s, avg_samples: 256.0, ips: 819.00892 samples/s, eta: 5:01:29 [2025/07/20 19:50:39] openrec INFO: epoch: [22/40], global_step: 67640, lr: 0.000235, loss: 0.251233, avg_reader_cost: 0.00902 s, 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[22/40], global_step: 67690, lr: 0.000235, loss: 0.264374, avg_reader_cost: 0.00690 s, avg_batch_cost: 0.30026 s, avg_samples: 256.0, ips: 852.58143 samples/s, eta: 5:01:10 [2025/07/20 19:50:57] openrec INFO: epoch: [22/40], global_step: 67700, lr: 0.000235, loss: 0.243726, avg_reader_cost: 0.00751 s, avg_batch_cost: 0.30415 s, avg_samples: 256.0, ips: 841.67792 samples/s, eta: 5:01:07 [2025/07/20 19:51:00] openrec INFO: epoch: [22/40], global_step: 67710, lr: 0.000235, loss: 0.245337, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.30554 s, avg_samples: 256.0, ips: 837.87165 samples/s, eta: 5:01:03 [2025/07/20 19:51:03] openrec INFO: epoch: [22/40], global_step: 67720, lr: 0.000235, loss: 0.286404, avg_reader_cost: 0.00727 s, avg_batch_cost: 0.30848 s, avg_samples: 256.0, ips: 829.86218 samples/s, eta: 5:01:00 [2025/07/20 19:51:06] openrec INFO: epoch: [22/40], global_step: 67730, lr: 0.000235, loss: 0.308658, avg_reader_cost: 0.00815 s, avg_batch_cost: 0.30476 s, avg_samples: 256.0, 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0.265408, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.30615 s, avg_samples: 256.0, ips: 836.18416 samples/s, eta: 5:00:42 [2025/07/20 19:51:25] openrec INFO: epoch: [22/40], global_step: 67790, lr: 0.000234, loss: 0.262417, avg_reader_cost: 0.00806 s, avg_batch_cost: 0.30393 s, avg_samples: 256.0, ips: 842.30477 samples/s, eta: 5:00:38 [2025/07/20 19:51:28] openrec INFO: epoch: [22/40], global_step: 67800, lr: 0.000234, loss: 0.252900, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.30853 s, avg_samples: 256.0, ips: 829.73738 samples/s, eta: 5:00:35 [2025/07/20 19:51:31] openrec INFO: epoch: [22/40], global_step: 67810, lr: 0.000234, loss: 0.252847, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.30945 s, avg_samples: 256.0, ips: 827.26424 samples/s, eta: 5:00:32 [2025/07/20 19:51:34] openrec INFO: epoch: [22/40], global_step: 67820, lr: 0.000234, loss: 0.263974, avg_reader_cost: 0.00821 s, avg_batch_cost: 0.30729 s, avg_samples: 256.0, ips: 833.09675 samples/s, eta: 5:00:29 [2025/07/20 19:51:37] openrec INFO: epoch: [22/40], global_step: 67830, lr: 0.000234, loss: 0.281591, avg_reader_cost: 0.00837 s, avg_batch_cost: 0.30024 s, avg_samples: 256.0, ips: 852.65259 samples/s, eta: 5:00:26 [2025/07/20 19:51:40] openrec INFO: epoch: [22/40], global_step: 67840, lr: 0.000234, loss: 0.271052, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.30293 s, avg_samples: 256.0, ips: 845.08299 samples/s, eta: 5:00:23 [2025/07/20 19:51:43] openrec INFO: epoch: [22/40], global_step: 67850, lr: 0.000234, loss: 0.264221, avg_reader_cost: 0.00966 s, avg_batch_cost: 0.30705 s, avg_samples: 256.0, ips: 833.74829 samples/s, eta: 5:00:20 [2025/07/20 19:51:46] openrec INFO: epoch: [22/40], global_step: 67860, lr: 0.000234, loss: 0.294780, avg_reader_cost: 0.00837 s, avg_batch_cost: 0.30849 s, avg_samples: 256.0, ips: 829.84704 samples/s, eta: 5:00:16 [2025/07/20 19:51:49] openrec INFO: epoch: [22/40], global_step: 67870, lr: 0.000234, loss: 0.277613, avg_reader_cost: 0.00825 s, avg_batch_cost: 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67920, lr: 0.000234, loss: 0.324457, avg_reader_cost: 0.00730 s, avg_batch_cost: 0.30907 s, avg_samples: 256.0, ips: 828.28215 samples/s, eta: 4:59:58 [2025/07/20 19:52:08] openrec INFO: epoch: [22/40], global_step: 67930, lr: 0.000233, loss: 0.276524, avg_reader_cost: 0.00695 s, avg_batch_cost: 0.29745 s, avg_samples: 256.0, ips: 860.63735 samples/s, eta: 4:59:55 [2025/07/20 19:52:11] openrec INFO: epoch: [22/40], global_step: 67940, lr: 0.000233, loss: 0.219086, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30633 s, avg_samples: 256.0, ips: 835.71167 samples/s, eta: 4:59:51 [2025/07/20 19:52:14] openrec INFO: epoch: [22/40], global_step: 67950, lr: 0.000233, loss: 0.212932, avg_reader_cost: 0.00771 s, avg_batch_cost: 0.30429 s, avg_samples: 256.0, ips: 841.30795 samples/s, eta: 4:59:48 [2025/07/20 19:52:17] openrec INFO: epoch: [22/40], global_step: 67960, lr: 0.000233, loss: 0.231721, avg_reader_cost: 0.00721 s, avg_batch_cost: 0.30020 s, avg_samples: 256.0, ips: 852.76757 samples/s, eta: 4:59:45 [2025/07/20 19:52:20] openrec INFO: epoch: [22/40], global_step: 67970, lr: 0.000233, loss: 0.270442, avg_reader_cost: 0.00802 s, avg_batch_cost: 0.30713 s, avg_samples: 256.0, ips: 833.51471 samples/s, eta: 4:59:42 [2025/07/20 19:52:23] openrec INFO: epoch: [22/40], global_step: 67980, lr: 0.000233, loss: 0.262811, avg_reader_cost: 0.00920 s, avg_batch_cost: 0.30342 s, avg_samples: 256.0, ips: 843.72116 samples/s, eta: 4:59:39 [2025/07/20 19:52:26] openrec INFO: epoch: [22/40], global_step: 67990, lr: 0.000233, loss: 0.278415, avg_reader_cost: 0.00726 s, avg_batch_cost: 0.30594 s, avg_samples: 256.0, ips: 836.75864 samples/s, eta: 4:59:36 [2025/07/20 19:52:29] openrec INFO: epoch: [22/40], global_step: 68000, lr: 0.000233, loss: 0.300421, avg_reader_cost: 0.00731 s, avg_batch_cost: 0.30336 s, avg_samples: 256.0, ips: 843.87599 samples/s, eta: 4:59:33 [2025/07/20 19:52:33] openrec INFO: cur metric, acc: 0.9543322282638904, norm_edit_dis: 0.9874211932876336, num_samples: 7248, fps: 2690.3572042239584 [2025/07/20 19:52:33] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 19:52:33] openrec INFO: best metric, acc: 0.9543322282638904, norm_edit_dis: 0.9874211932876336, num_samples: 7248, fps: 2690.3572042239584, best_epoch: 22 [2025/07/20 19:52:36] openrec INFO: epoch: [22/40], global_step: 68010, lr: 0.000233, loss: 0.308034, avg_reader_cost: 0.39541 s, avg_batch_cost: 0.69520 s, avg_samples: 256.0, ips: 368.24175 samples/s, eta: 4:59:33 [2025/07/20 19:52:39] openrec INFO: epoch: [22/40], global_step: 68020, lr: 0.000233, loss: 0.299404, avg_reader_cost: 0.00770 s, avg_batch_cost: 0.30408 s, avg_samples: 256.0, ips: 841.86989 samples/s, eta: 4:59:30 [2025/07/20 19:52:42] openrec INFO: epoch: [22/40], global_step: 68030, lr: 0.000233, loss: 0.296668, avg_reader_cost: 0.00718 s, avg_batch_cost: 0.30787 s, avg_samples: 256.0, ips: 831.53234 samples/s, eta: 4:59:27 [2025/07/20 19:52:45] openrec INFO: epoch: [22/40], global_step: 68040, lr: 0.000233, loss: 0.321728, avg_reader_cost: 0.00683 s, avg_batch_cost: 0.30900 s, avg_samples: 256.0, ips: 828.47707 samples/s, eta: 4:59:23 [2025/07/20 19:52:48] openrec INFO: epoch: [22/40], global_step: 68050, lr: 0.000233, loss: 0.288206, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.30474 s, avg_samples: 256.0, ips: 840.05749 samples/s, eta: 4:59:20 [2025/07/20 19:52:51] openrec INFO: epoch: [22/40], global_step: 68060, lr: 0.000233, loss: 0.271237, avg_reader_cost: 0.00776 s, avg_batch_cost: 0.30601 s, avg_samples: 256.0, ips: 836.57988 samples/s, eta: 4:59:17 [2025/07/20 19:52:55] openrec INFO: epoch: [22/40], global_step: 68070, lr: 0.000233, loss: 0.281018, avg_reader_cost: 0.00813 s, avg_batch_cost: 0.30660 s, avg_samples: 256.0, ips: 834.97400 samples/s, eta: 4:59:14 [2025/07/20 19:52:58] openrec INFO: epoch: [22/40], global_step: 68080, lr: 0.000232, loss: 0.281018, avg_reader_cost: 0.00784 s, avg_batch_cost: 0.30730 s, avg_samples: 256.0, ips: 833.06792 samples/s, eta: 4:59:11 [2025/07/20 19:53:01] openrec INFO: epoch: [22/40], global_step: 68090, lr: 0.000232, loss: 0.287752, avg_reader_cost: 0.00777 s, avg_batch_cost: 0.30631 s, avg_samples: 256.0, ips: 835.74224 samples/s, eta: 4:59:08 [2025/07/20 19:53:04] openrec INFO: epoch: [22/40], global_step: 68100, lr: 0.000232, loss: 0.272218, avg_reader_cost: 0.00879 s, avg_batch_cost: 0.31115 s, avg_samples: 256.0, ips: 822.74673 samples/s, eta: 4:59:05 [2025/07/20 19:53:07] openrec INFO: epoch: [22/40], global_step: 68110, lr: 0.000232, loss: 0.267129, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.30530 s, avg_samples: 256.0, ips: 838.51976 samples/s, eta: 4:59:02 [2025/07/20 19:53:10] openrec INFO: epoch: [22/40], global_step: 68120, lr: 0.000232, loss: 0.266232, avg_reader_cost: 0.00772 s, avg_batch_cost: 0.30685 s, avg_samples: 256.0, ips: 834.29402 samples/s, eta: 4:58:58 [2025/07/20 19:53:13] openrec INFO: epoch: [22/40], global_step: 68130, lr: 0.000232, loss: 0.272872, avg_reader_cost: 0.00974 s, avg_batch_cost: 0.31034 s, avg_samples: 256.0, ips: 824.88860 samples/s, eta: 4:58:55 [2025/07/20 19:53:16] openrec INFO: epoch: [22/40], global_step: 68140, lr: 0.000232, loss: 0.276871, avg_reader_cost: 0.00797 s, avg_batch_cost: 0.30895 s, avg_samples: 256.0, ips: 828.61862 samples/s, eta: 4:58:52 [2025/07/20 19:53:19] openrec INFO: epoch: [22/40], global_step: 68150, lr: 0.000232, loss: 0.283661, avg_reader_cost: 0.00823 s, avg_batch_cost: 0.30989 s, avg_samples: 256.0, ips: 826.08914 samples/s, eta: 4:58:49 [2025/07/20 19:53:22] openrec INFO: epoch: [22/40], global_step: 68160, lr: 0.000232, loss: 0.371692, avg_reader_cost: 0.00823 s, avg_batch_cost: 0.30787 s, avg_samples: 256.0, ips: 831.52364 samples/s, eta: 4:58:46 [2025/07/20 19:53:25] openrec INFO: epoch: [22/40], global_step: 68170, lr: 0.000232, loss: 0.275835, avg_reader_cost: 0.00928 s, avg_batch_cost: 0.30875 s, avg_samples: 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loss: 0.269160, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.30456 s, avg_samples: 256.0, ips: 840.55682 samples/s, eta: 4:58:27 [2025/07/20 19:53:44] openrec INFO: epoch: [22/40], global_step: 68230, lr: 0.000232, loss: 0.269160, avg_reader_cost: 0.00714 s, avg_batch_cost: 0.31116 s, avg_samples: 256.0, ips: 822.73973 samples/s, eta: 4:58:24 [2025/07/20 19:53:47] openrec INFO: epoch: [22/40], global_step: 68240, lr: 0.000231, loss: 0.261164, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.30695 s, avg_samples: 256.0, ips: 834.01349 samples/s, eta: 4:58:21 [2025/07/20 19:53:50] openrec INFO: epoch: [22/40], global_step: 68250, lr: 0.000231, loss: 0.265732, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.30610 s, avg_samples: 256.0, ips: 836.32640 samples/s, eta: 4:58:18 [2025/07/20 19:53:53] openrec INFO: epoch: [22/40], global_step: 68260, lr: 0.000231, loss: 0.248774, avg_reader_cost: 0.00796 s, avg_batch_cost: 0.30459 s, avg_samples: 256.0, ips: 840.47412 samples/s, eta: 4:58:15 [2025/07/20 19:53:56] openrec INFO: epoch: [22/40], global_step: 68270, lr: 0.000231, loss: 0.289360, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.30777 s, avg_samples: 256.0, ips: 831.79999 samples/s, eta: 4:58:11 [2025/07/20 19:53:59] openrec INFO: epoch: [22/40], global_step: 68280, lr: 0.000231, loss: 0.314459, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.30833 s, avg_samples: 256.0, ips: 830.28345 samples/s, eta: 4:58:08 [2025/07/20 19:54:02] openrec INFO: epoch: [22/40], global_step: 68290, lr: 0.000231, loss: 0.326052, avg_reader_cost: 0.00865 s, avg_batch_cost: 0.30650 s, avg_samples: 256.0, ips: 835.24673 samples/s, eta: 4:58:05 [2025/07/20 19:54:05] openrec INFO: epoch: [22/40], global_step: 68300, lr: 0.000231, loss: 0.303602, avg_reader_cost: 0.00894 s, avg_batch_cost: 0.31088 s, avg_samples: 256.0, ips: 823.45840 samples/s, eta: 4:58:02 [2025/07/20 19:54:08] openrec INFO: epoch: [22/40], global_step: 68310, lr: 0.000231, loss: 0.278631, avg_reader_cost: 0.00852 s, avg_batch_cost: 0.30705 s, avg_samples: 256.0, ips: 833.73826 samples/s, eta: 4:57:59 [2025/07/20 19:54:11] openrec INFO: epoch: [22/40], global_step: 68320, lr: 0.000231, loss: 0.253769, avg_reader_cost: 0.00793 s, avg_batch_cost: 0.30631 s, avg_samples: 256.0, ips: 835.76247 samples/s, eta: 4:57:56 [2025/07/20 19:54:15] openrec INFO: epoch: [22/40], global_step: 68330, lr: 0.000231, loss: 0.264315, avg_reader_cost: 0.00830 s, avg_batch_cost: 0.30999 s, avg_samples: 256.0, ips: 825.83512 samples/s, eta: 4:57:53 [2025/07/20 19:54:18] openrec INFO: epoch: [22/40], global_step: 68340, lr: 0.000231, loss: 0.301015, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.30976 s, avg_samples: 256.0, ips: 826.44985 samples/s, eta: 4:57:50 [2025/07/20 19:54:21] openrec INFO: epoch: [22/40], global_step: 68350, lr: 0.000231, loss: 0.307347, avg_reader_cost: 0.00781 s, avg_batch_cost: 0.30212 s, avg_samples: 256.0, ips: 847.35340 samples/s, eta: 4:57:47 [2025/07/20 19:54:24] openrec INFO: epoch: [22/40], global_step: 68360, lr: 0.000231, loss: 0.255065, avg_reader_cost: 0.00738 s, avg_batch_cost: 0.30729 s, avg_samples: 256.0, ips: 833.09804 samples/s, eta: 4:57:43 [2025/07/20 19:54:27] openrec INFO: epoch: [22/40], global_step: 68370, lr: 0.000231, loss: 0.238297, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.30600 s, avg_samples: 256.0, ips: 836.61227 samples/s, eta: 4:57:40 [2025/07/20 19:54:30] openrec INFO: epoch: [22/40], global_step: 68380, lr: 0.000231, loss: 0.287527, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30178 s, avg_samples: 256.0, ips: 848.30763 samples/s, eta: 4:57:37 [2025/07/20 19:54:33] openrec INFO: epoch: [22/40], global_step: 68390, lr: 0.000230, loss: 0.287527, avg_reader_cost: 0.00782 s, avg_batch_cost: 0.30614 s, avg_samples: 256.0, ips: 836.20787 samples/s, eta: 4:57:34 [2025/07/20 19:54:36] openrec INFO: epoch: [22/40], global_step: 68400, lr: 0.000230, loss: 0.312340, avg_reader_cost: 0.00785 s, avg_batch_cost: 0.30193 s, avg_samples: 256.0, ips: 847.88314 samples/s, eta: 4:57:31 [2025/07/20 19:54:39] openrec INFO: epoch: [22/40], global_step: 68410, lr: 0.000230, loss: 0.326661, avg_reader_cost: 0.00871 s, avg_batch_cost: 0.30611 s, avg_samples: 256.0, ips: 836.29533 samples/s, eta: 4:57:28 [2025/07/20 19:54:42] openrec INFO: epoch: [22/40], global_step: 68420, lr: 0.000230, loss: 0.316298, avg_reader_cost: 0.00886 s, avg_batch_cost: 0.31166 s, avg_samples: 256.0, ips: 821.39713 samples/s, eta: 4:57:25 [2025/07/20 19:54:45] openrec INFO: epoch: [22/40], global_step: 68430, lr: 0.000230, loss: 0.310703, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.30179 s, avg_samples: 256.0, ips: 848.25844 samples/s, eta: 4:57:21 [2025/07/20 19:54:48] openrec INFO: epoch: [22/40], global_step: 68440, lr: 0.000230, loss: 0.327427, avg_reader_cost: 0.00731 s, avg_batch_cost: 0.30611 s, avg_samples: 256.0, ips: 836.30387 samples/s, eta: 4:57:18 [2025/07/20 19:54:51] openrec INFO: epoch: [22/40], global_step: 68450, lr: 0.000230, loss: 0.338591, avg_reader_cost: 0.00742 s, avg_batch_cost: 0.30565 s, avg_samples: 256.0, ips: 837.55866 samples/s, eta: 4:57:15 [2025/07/20 19:54:54] openrec INFO: epoch: [22/40], global_step: 68460, lr: 0.000230, loss: 0.345668, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.30631 s, avg_samples: 256.0, ips: 835.75493 samples/s, eta: 4:57:12 [2025/07/20 19:54:57] openrec INFO: epoch: [22/40], global_step: 68470, lr: 0.000230, loss: 0.272371, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.30847 s, avg_samples: 256.0, ips: 829.91208 samples/s, eta: 4:57:09 [2025/07/20 19:55:01] openrec INFO: epoch: [22/40], global_step: 68480, lr: 0.000230, loss: 0.277816, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.30412 s, avg_samples: 256.0, ips: 841.78172 samples/s, eta: 4:57:06 [2025/07/20 19:55:04] openrec INFO: epoch: [22/40], global_step: 68490, lr: 0.000230, loss: 0.303115, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.31045 s, avg_samples: 256.0, ips: 824.61284 samples/s, eta: 4:57:03 [2025/07/20 19:55:07] openrec INFO: epoch: [22/40], global_step: 68500, lr: 0.000230, loss: 0.290322, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30577 s, avg_samples: 256.0, ips: 837.23415 samples/s, eta: 4:57:00 [2025/07/20 19:55:10] openrec INFO: cur metric, acc: 0.9543322282638904, norm_edit_dis: 0.9871783697504762, num_samples: 7248, fps: 2700.4501969753674 [2025/07/20 19:55:11] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 19:55:11] openrec INFO: best metric, acc: 0.9543322282638904, norm_edit_dis: 0.9871783697504762, num_samples: 7248, fps: 2700.4501969753674, best_epoch: 22 [2025/07/20 19:55:14] openrec INFO: epoch: [22/40], global_step: 68510, lr: 0.000230, loss: 0.272409, avg_reader_cost: 0.39055 s, avg_batch_cost: 0.68303 s, avg_samples: 256.0, ips: 374.80202 samples/s, eta: 4:57:00 [2025/07/20 19:55:17] openrec INFO: epoch: [22/40], global_step: 68520, lr: 0.000230, loss: 0.306528, avg_reader_cost: 0.00777 s, avg_batch_cost: 0.30748 s, avg_samples: 256.0, ips: 832.57279 samples/s, eta: 4:56:56 [2025/07/20 19:55:20] openrec INFO: epoch: [22/40], global_step: 68530, lr: 0.000230, loss: 0.260243, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.30455 s, avg_samples: 256.0, ips: 840.58235 samples/s, eta: 4:56:53 [2025/07/20 19:55:23] openrec INFO: epoch: [22/40], global_step: 68540, lr: 0.000230, loss: 0.241740, avg_reader_cost: 0.00781 s, avg_batch_cost: 0.30454 s, avg_samples: 256.0, ips: 840.62111 samples/s, eta: 4:56:50 [2025/07/20 19:55:26] openrec INFO: epoch: [22/40], global_step: 68550, lr: 0.000229, loss: 0.235523, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.30754 s, avg_samples: 256.0, ips: 832.42066 samples/s, eta: 4:56:47 [2025/07/20 19:55:29] openrec INFO: epoch: [22/40], global_step: 68560, lr: 0.000229, loss: 0.243220, avg_reader_cost: 0.00818 s, avg_batch_cost: 0.30824 s, avg_samples: 256.0, ips: 830.53276 samples/s, eta: 4:56:44 [2025/07/20 19:55:32] openrec INFO: epoch: [22/40], global_step: 68570, lr: 0.000229, loss: 0.268845, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.30417 s, avg_samples: 256.0, ips: 841.62686 samples/s, eta: 4:56:41 [2025/07/20 19:55:35] openrec INFO: epoch: [22/40], global_step: 68580, lr: 0.000229, loss: 0.258699, avg_reader_cost: 0.00809 s, avg_batch_cost: 0.30644 s, avg_samples: 256.0, ips: 835.40327 samples/s, eta: 4:56:38 [2025/07/20 19:55:38] openrec INFO: epoch: [22/40], global_step: 68590, lr: 0.000229, loss: 0.278492, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.30933 s, avg_samples: 256.0, ips: 827.60269 samples/s, eta: 4:56:35 [2025/07/20 19:55:41] openrec INFO: epoch: [22/40], global_step: 68600, lr: 0.000229, loss: 0.271991, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.30583 s, avg_samples: 256.0, ips: 837.05890 samples/s, eta: 4:56:31 [2025/07/20 19:55:44] openrec INFO: epoch: [22/40], global_step: 68610, lr: 0.000229, loss: 0.236185, avg_reader_cost: 0.00704 s, avg_batch_cost: 0.30849 s, 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samples/s, eta: 4:53:14 [2025/07/20 19:59:04] openrec INFO: epoch: [22/40], global_step: 69250, lr: 0.000225, loss: 0.287495, avg_reader_cost: 0.00735 s, avg_batch_cost: 0.30801 s, avg_samples: 256.0, ips: 831.13006 samples/s, eta: 4:53:11 [2025/07/20 19:59:07] openrec INFO: epoch: [22/40], global_step: 69260, lr: 0.000225, loss: 0.285652, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30813 s, avg_samples: 256.0, ips: 830.82169 samples/s, eta: 4:53:07 [2025/07/20 19:59:10] openrec INFO: epoch: [22/40], global_step: 69270, lr: 0.000225, loss: 0.296728, avg_reader_cost: 0.00734 s, avg_batch_cost: 0.30291 s, avg_samples: 256.0, ips: 845.13693 samples/s, eta: 4:53:04 [2025/07/20 19:59:13] openrec INFO: epoch: [22/40], global_step: 69280, lr: 0.000225, loss: 0.304871, avg_reader_cost: 0.00794 s, avg_batch_cost: 0.30000 s, avg_samples: 256.0, ips: 853.33476 samples/s, eta: 4:53:01 [2025/07/20 19:59:16] openrec INFO: epoch: [22/40], global_step: 69290, lr: 0.000225, loss: 0.250847, avg_reader_cost: 0.00641 s, avg_batch_cost: 0.30333 s, avg_samples: 256.0, ips: 843.97264 samples/s, eta: 4:52:58 [2025/07/20 19:59:19] openrec INFO: epoch: [22/40], global_step: 69300, lr: 0.000225, loss: 0.251315, avg_reader_cost: 0.00718 s, avg_batch_cost: 0.30684 s, avg_samples: 256.0, ips: 834.31236 samples/s, eta: 4:52:55 [2025/07/20 19:59:24] openrec INFO: cur metric, acc: 0.9521247227481723, norm_edit_dis: 0.9863976099534232, num_samples: 7248, fps: 1958.6033751411355 [2025/07/20 19:59:24] openrec INFO: best metric, acc: 0.9543322282638904, norm_edit_dis: 0.9871783697504762, num_samples: 7248, fps: 2700.4501969753674, best_epoch: 22 [2025/07/20 19:59:25] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 19:59:25] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_22.pth [2025/07/20 19:59:31] openrec INFO: epoch: [23/40], global_step: 69310, lr: 0.000225, loss: 0.266458, avg_reader_cost: 0.87922 s, avg_batch_cost: 1.17739 s, avg_samples: 256.0, ips: 217.42976 samples/s, eta: 4:52:59 [2025/07/20 19:59:34] openrec INFO: epoch: [23/40], global_step: 69320, lr: 0.000224, loss: 0.258287, avg_reader_cost: 0.00818 s, avg_batch_cost: 0.30486 s, avg_samples: 256.0, ips: 839.73169 samples/s, eta: 4:52:56 [2025/07/20 19:59:37] openrec INFO: epoch: [23/40], global_step: 69330, lr: 0.000224, loss: 0.310212, avg_reader_cost: 0.00820 s, avg_batch_cost: 0.30336 s, avg_samples: 256.0, ips: 843.89211 samples/s, eta: 4:52:53 [2025/07/20 19:59:40] openrec INFO: epoch: [23/40], global_step: 69340, lr: 0.000224, loss: 0.320929, avg_reader_cost: 0.00824 s, avg_batch_cost: 0.30745 s, avg_samples: 256.0, ips: 832.65389 samples/s, eta: 4:52:49 [2025/07/20 19:59:43] openrec INFO: epoch: [23/40], global_step: 69350, lr: 0.000224, loss: 0.246010, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.30487 s, avg_samples: 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[2025/07/20 20:00:14] openrec INFO: epoch: [23/40], global_step: 69450, lr: 0.000224, loss: 0.284321, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30721 s, avg_samples: 256.0, ips: 833.31787 samples/s, eta: 4:52:15 [2025/07/20 20:00:17] openrec INFO: epoch: [23/40], global_step: 69460, lr: 0.000224, loss: 0.304692, avg_reader_cost: 0.00707 s, avg_batch_cost: 0.30852 s, avg_samples: 256.0, ips: 829.77547 samples/s, eta: 4:52:12 [2025/07/20 20:00:20] openrec INFO: epoch: [23/40], global_step: 69470, lr: 0.000224, loss: 0.281602, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.30489 s, avg_samples: 256.0, ips: 839.63609 samples/s, eta: 4:52:09 [2025/07/20 20:00:23] openrec INFO: epoch: [23/40], global_step: 69480, lr: 0.000223, loss: 0.282857, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.30345 s, avg_samples: 256.0, ips: 843.64075 samples/s, eta: 4:52:05 [2025/07/20 20:00:26] openrec INFO: epoch: [23/40], global_step: 69490, lr: 0.000223, loss: 0.268499, avg_reader_cost: 0.00776 s, 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69940, lr: 0.000220, loss: 0.267752, avg_reader_cost: 0.00796 s, avg_batch_cost: 0.30411 s, avg_samples: 256.0, ips: 841.80739 samples/s, eta: 4:49:44 [2025/07/20 20:02:50] openrec INFO: epoch: [23/40], global_step: 69950, lr: 0.000220, loss: 0.279381, avg_reader_cost: 0.00771 s, avg_batch_cost: 0.30317 s, avg_samples: 256.0, ips: 844.39993 samples/s, eta: 4:49:41 [2025/07/20 20:02:53] openrec INFO: epoch: [23/40], global_step: 69960, lr: 0.000220, loss: 0.278937, avg_reader_cost: 0.00745 s, avg_batch_cost: 0.30789 s, avg_samples: 256.0, ips: 831.46956 samples/s, eta: 4:49:37 [2025/07/20 20:02:56] openrec INFO: epoch: [23/40], global_step: 69970, lr: 0.000220, loss: 0.276295, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.31056 s, avg_samples: 256.0, ips: 824.32284 samples/s, eta: 4:49:34 [2025/07/20 20:02:59] openrec INFO: epoch: [23/40], global_step: 69980, lr: 0.000220, loss: 0.245745, avg_reader_cost: 0.00903 s, avg_batch_cost: 0.30598 s, avg_samples: 256.0, ips: 836.66762 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openrec INFO: epoch: [23/40], global_step: 70920, lr: 0.000214, loss: 0.253304, avg_reader_cost: 0.00785 s, avg_batch_cost: 0.30495 s, avg_samples: 256.0, ips: 839.47257 samples/s, eta: 4:44:43 [2025/07/20 20:07:58] openrec INFO: epoch: [23/40], global_step: 70930, lr: 0.000214, loss: 0.292294, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.30996 s, avg_samples: 256.0, ips: 825.91237 samples/s, eta: 4:44:40 [2025/07/20 20:08:02] openrec INFO: epoch: [23/40], global_step: 70940, lr: 0.000214, loss: 0.272689, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.30784 s, avg_samples: 256.0, ips: 831.60659 samples/s, eta: 4:44:37 [2025/07/20 20:08:05] openrec INFO: epoch: [23/40], global_step: 70950, lr: 0.000214, loss: 0.260686, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.30345 s, avg_samples: 256.0, ips: 843.63982 samples/s, eta: 4:44:33 [2025/07/20 20:08:08] openrec INFO: epoch: [23/40], global_step: 70960, lr: 0.000214, loss: 0.322689, avg_reader_cost: 0.00753 s, avg_batch_cost: 0.30353 s, 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4:39:13 [2025/07/20 20:13:33] openrec INFO: epoch: [23/40], global_step: 72000, lr: 0.000207, loss: 0.256817, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.30842 s, avg_samples: 256.0, ips: 830.04257 samples/s, eta: 4:39:09 [2025/07/20 20:13:37] openrec INFO: cur metric, acc: 0.9551600428322847, norm_edit_dis: 0.9875052227983849, num_samples: 7248, fps: 2702.2067815620035 [2025/07/20 20:13:37] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 20:13:37] openrec INFO: best metric, acc: 0.9551600428322847, norm_edit_dis: 0.9875052227983849, num_samples: 7248, fps: 2702.2067815620035, best_epoch: 23 [2025/07/20 20:13:40] openrec INFO: epoch: [23/40], global_step: 72010, lr: 0.000207, loss: 0.241554, avg_reader_cost: 0.39095 s, avg_batch_cost: 0.68218 s, avg_samples: 256.0, ips: 375.26948 samples/s, eta: 4:39:09 [2025/07/20 20:13:43] openrec INFO: epoch: [23/40], global_step: 72020, lr: 0.000207, loss: 0.245377, avg_reader_cost: 0.00932 s, avg_batch_cost: 0.30836 s, avg_samples: 256.0, ips: 830.19634 samples/s, eta: 4:39:06 [2025/07/20 20:13:46] openrec INFO: epoch: [23/40], global_step: 72030, lr: 0.000207, loss: 0.259540, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.30779 s, avg_samples: 256.0, ips: 831.73568 samples/s, eta: 4:39:03 [2025/07/20 20:13:49] openrec INFO: epoch: [23/40], global_step: 72040, lr: 0.000207, loss: 0.244746, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.30962 s, avg_samples: 256.0, ips: 826.80953 samples/s, eta: 4:39:00 [2025/07/20 20:13:52] openrec INFO: epoch: [23/40], global_step: 72050, lr: 0.000207, loss: 0.255926, avg_reader_cost: 0.00755 s, avg_batch_cost: 0.31019 s, avg_samples: 256.0, ips: 825.28861 samples/s, eta: 4:38:57 [2025/07/20 20:13:55] openrec INFO: epoch: [23/40], global_step: 72060, lr: 0.000207, loss: 0.252880, avg_reader_cost: 0.01040 s, avg_batch_cost: 0.30615 s, avg_samples: 256.0, ips: 836.19041 samples/s, eta: 4:38:53 [2025/07/20 20:13:59] openrec INFO: epoch: [23/40], global_step: 72070, lr: 0.000207, loss: 0.271468, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.30682 s, avg_samples: 256.0, ips: 834.37117 samples/s, eta: 4:38:50 [2025/07/20 20:14:02] openrec INFO: epoch: [23/40], global_step: 72080, lr: 0.000207, loss: 0.315495, avg_reader_cost: 0.00967 s, avg_batch_cost: 0.30853 s, avg_samples: 256.0, ips: 829.74315 samples/s, eta: 4:38:47 [2025/07/20 20:14:05] openrec INFO: epoch: [23/40], global_step: 72090, lr: 0.000207, loss: 0.269625, avg_reader_cost: 0.00912 s, avg_batch_cost: 0.30031 s, avg_samples: 256.0, ips: 852.46061 samples/s, eta: 4:38:44 [2025/07/20 20:14:08] openrec INFO: epoch: [23/40], global_step: 72100, lr: 0.000207, loss: 0.288526, avg_reader_cost: 0.00665 s, avg_batch_cost: 0.30117 s, avg_samples: 256.0, ips: 850.02589 samples/s, eta: 4:38:41 [2025/07/20 20:14:11] openrec INFO: epoch: [23/40], global_step: 72110, lr: 0.000207, loss: 0.254721, avg_reader_cost: 0.00751 s, 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[23/40], global_step: 72160, lr: 0.000206, loss: 0.272912, avg_reader_cost: 0.00849 s, avg_batch_cost: 0.30399 s, avg_samples: 256.0, ips: 842.14589 samples/s, eta: 4:38:22 [2025/07/20 20:14:29] openrec INFO: epoch: [23/40], global_step: 72170, lr: 0.000206, loss: 0.276329, avg_reader_cost: 0.00715 s, avg_batch_cost: 0.30770 s, avg_samples: 256.0, ips: 831.97297 samples/s, eta: 4:38:19 [2025/07/20 20:14:32] openrec INFO: epoch: [23/40], global_step: 72180, lr: 0.000206, loss: 0.300062, avg_reader_cost: 0.00686 s, avg_batch_cost: 0.30282 s, avg_samples: 256.0, ips: 845.39924 samples/s, eta: 4:38:16 [2025/07/20 20:14:35] openrec INFO: epoch: [23/40], global_step: 72190, lr: 0.000206, loss: 0.282087, avg_reader_cost: 0.00800 s, avg_batch_cost: 0.30584 s, avg_samples: 256.0, ips: 837.04200 samples/s, eta: 4:38:13 [2025/07/20 20:14:38] openrec INFO: epoch: [23/40], global_step: 72200, lr: 0.000206, loss: 0.284384, avg_reader_cost: 0.00790 s, avg_batch_cost: 0.30692 s, avg_samples: 256.0, 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20:15:09] openrec INFO: epoch: [23/40], global_step: 72300, lr: 0.000205, loss: 0.249749, avg_reader_cost: 0.01100 s, avg_batch_cost: 0.30502 s, avg_samples: 256.0, ips: 839.28011 samples/s, eta: 4:37:38 [2025/07/20 20:15:12] openrec INFO: epoch: [23/40], global_step: 72310, lr: 0.000205, loss: 0.256206, avg_reader_cost: 0.00680 s, avg_batch_cost: 0.30311 s, avg_samples: 256.0, ips: 844.57003 samples/s, eta: 4:37:35 [2025/07/20 20:15:15] openrec INFO: epoch: [23/40], global_step: 72320, lr: 0.000205, loss: 0.267632, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.30724 s, avg_samples: 256.0, ips: 833.22029 samples/s, eta: 4:37:32 [2025/07/20 20:15:18] openrec INFO: epoch: [23/40], global_step: 72330, lr: 0.000205, loss: 0.229020, avg_reader_cost: 0.00623 s, avg_batch_cost: 0.30823 s, avg_samples: 256.0, ips: 830.54625 samples/s, eta: 4:37:29 [2025/07/20 20:15:21] openrec INFO: epoch: [23/40], global_step: 72340, lr: 0.000205, loss: 0.237593, avg_reader_cost: 0.00709 s, avg_batch_cost: 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samples/s, eta: 4:36:57 [2025/07/20 20:15:52] openrec INFO: epoch: [23/40], global_step: 72440, lr: 0.000204, loss: 0.292262, avg_reader_cost: 0.00711 s, avg_batch_cost: 0.30779 s, avg_samples: 256.0, ips: 831.74747 samples/s, eta: 4:36:54 [2025/07/20 20:15:55] openrec INFO: epoch: [23/40], global_step: 72450, lr: 0.000204, loss: 0.301119, avg_reader_cost: 0.00688 s, avg_batch_cost: 0.30826 s, avg_samples: 256.0, ips: 830.47431 samples/s, eta: 4:36:51 [2025/07/20 20:16:00] openrec INFO: cur metric, acc: 0.9539183209796933, norm_edit_dis: 0.9873935687792971, num_samples: 7248, fps: 1886.9024379767948 [2025/07/20 20:16:00] openrec INFO: best metric, acc: 0.9551600428322847, norm_edit_dis: 0.9875052227983849, num_samples: 7248, fps: 2702.2067815620035, best_epoch: 23 [2025/07/20 20:16:01] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 20:16:01] openrec INFO: save ckpt to 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openrec INFO: epoch: [24/40], global_step: 72500, lr: 0.000204, loss: 0.223970, avg_reader_cost: 0.00742 s, avg_batch_cost: 0.30490 s, avg_samples: 256.0, ips: 839.61849 samples/s, eta: 4:36:41 [2025/07/20 20:16:22] openrec INFO: cur metric, acc: 0.9522626918429047, norm_edit_dis: 0.9871082479037542, num_samples: 7248, fps: 2681.75663046421 [2025/07/20 20:16:22] openrec INFO: best metric, acc: 0.9551600428322847, norm_edit_dis: 0.9875052227983849, num_samples: 7248, fps: 2702.2067815620035, best_epoch: 23 [2025/07/20 20:16:25] openrec INFO: epoch: [24/40], global_step: 72510, lr: 0.000204, loss: 0.292472, avg_reader_cost: 0.37095 s, avg_batch_cost: 0.66143 s, avg_samples: 256.0, ips: 387.04045 samples/s, eta: 4:36:41 [2025/07/20 20:16:28] openrec INFO: epoch: [24/40], global_step: 72520, lr: 0.000204, loss: 0.264410, avg_reader_cost: 0.00682 s, avg_batch_cost: 0.30190 s, avg_samples: 256.0, ips: 847.96496 samples/s, eta: 4:36:38 [2025/07/20 20:16:31] openrec INFO: epoch: [24/40], 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openrec INFO: epoch: [24/40], global_step: 74950, lr: 0.000189, loss: 0.334584, avg_reader_cost: 0.00981 s, avg_batch_cost: 0.30688 s, avg_samples: 256.0, ips: 834.19543 samples/s, eta: 4:24:07 [2025/07/20 20:29:11] openrec INFO: epoch: [24/40], global_step: 74960, lr: 0.000189, loss: 0.274345, avg_reader_cost: 0.00758 s, avg_batch_cost: 0.30068 s, avg_samples: 256.0, ips: 851.41275 samples/s, eta: 4:24:03 [2025/07/20 20:29:14] openrec INFO: epoch: [24/40], global_step: 74970, lr: 0.000188, loss: 0.260041, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.30201 s, avg_samples: 256.0, ips: 847.64318 samples/s, eta: 4:24:00 [2025/07/20 20:29:17] openrec INFO: epoch: [24/40], global_step: 74980, lr: 0.000188, loss: 0.275874, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.29799 s, avg_samples: 256.0, ips: 859.09600 samples/s, eta: 4:23:57 [2025/07/20 20:29:20] openrec INFO: epoch: [24/40], global_step: 74990, lr: 0.000188, loss: 0.274724, avg_reader_cost: 0.00850 s, avg_batch_cost: 0.30918 s, 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[24/40], global_step: 75350, lr: 0.000186, loss: 0.251503, avg_reader_cost: 0.00988 s, avg_batch_cost: 0.30502 s, avg_samples: 256.0, ips: 839.28661 samples/s, eta: 4:22:04 [2025/07/20 20:31:17] openrec INFO: epoch: [24/40], global_step: 75360, lr: 0.000186, loss: 0.292686, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30174 s, avg_samples: 256.0, ips: 848.42426 samples/s, eta: 4:22:01 [2025/07/20 20:31:20] openrec INFO: epoch: [24/40], global_step: 75370, lr: 0.000186, loss: 0.302916, avg_reader_cost: 0.00824 s, avg_batch_cost: 0.30513 s, avg_samples: 256.0, ips: 838.99510 samples/s, eta: 4:21:57 [2025/07/20 20:31:23] openrec INFO: epoch: [24/40], global_step: 75380, lr: 0.000186, loss: 0.262490, avg_reader_cost: 0.00845 s, avg_batch_cost: 0.29720 s, avg_samples: 256.0, ips: 861.37782 samples/s, eta: 4:21:54 [2025/07/20 20:31:26] openrec INFO: epoch: [24/40], global_step: 75390, lr: 0.000186, loss: 0.251593, avg_reader_cost: 0.00850 s, avg_batch_cost: 0.30837 s, avg_samples: 256.0, 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0.274802, avg_reader_cost: 0.00889 s, avg_batch_cost: 0.30703 s, avg_samples: 256.0, ips: 833.80171 samples/s, eta: 4:21:35 [2025/07/20 20:31:45] openrec INFO: epoch: [24/40], global_step: 75450, lr: 0.000185, loss: 0.231253, avg_reader_cost: 0.00835 s, avg_batch_cost: 0.30445 s, avg_samples: 256.0, ips: 840.84888 samples/s, eta: 4:21:32 [2025/07/20 20:31:48] openrec INFO: epoch: [24/40], global_step: 75460, lr: 0.000185, loss: 0.218316, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.30239 s, avg_samples: 256.0, ips: 846.57682 samples/s, eta: 4:21:29 [2025/07/20 20:31:51] openrec INFO: epoch: [24/40], global_step: 75470, lr: 0.000185, loss: 0.267294, avg_reader_cost: 0.00831 s, avg_batch_cost: 0.30885 s, avg_samples: 256.0, ips: 828.88856 samples/s, eta: 4:21:26 [2025/07/20 20:31:54] openrec INFO: epoch: [24/40], global_step: 75480, lr: 0.000185, loss: 0.260669, avg_reader_cost: 0.00805 s, avg_batch_cost: 0.30689 s, avg_samples: 256.0, ips: 834.16478 samples/s, eta: 4:21:23 [2025/07/20 20:31:57] openrec INFO: epoch: [24/40], global_step: 75490, lr: 0.000185, loss: 0.243494, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.30457 s, avg_samples: 256.0, ips: 840.53794 samples/s, eta: 4:21:20 [2025/07/20 20:32:00] openrec INFO: epoch: [24/40], global_step: 75500, lr: 0.000185, loss: 0.266109, avg_reader_cost: 0.00978 s, avg_batch_cost: 0.30984 s, avg_samples: 256.0, ips: 826.24316 samples/s, eta: 4:21:17 [2025/07/20 20:32:04] openrec INFO: cur metric, acc: 0.9575055174427353, norm_edit_dis: 0.9878045900720368, num_samples: 7248, fps: 2688.7772127080198 [2025/07/20 20:32:04] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 20:32:04] openrec INFO: best metric, acc: 0.9575055174427353, norm_edit_dis: 0.9878045900720368, num_samples: 7248, fps: 2688.7772127080198, best_epoch: 24 [2025/07/20 20:32:07] openrec INFO: epoch: [24/40], global_step: 75510, lr: 0.000185, loss: 0.274880, avg_reader_cost: 0.39195 s, avg_batch_cost: 0.69052 s, avg_samples: 256.0, ips: 370.73548 samples/s, eta: 4:21:16 [2025/07/20 20:32:10] openrec INFO: epoch: [24/40], global_step: 75520, lr: 0.000185, loss: 0.245115, avg_reader_cost: 0.00835 s, avg_batch_cost: 0.30679 s, avg_samples: 256.0, ips: 834.44346 samples/s, eta: 4:21:13 [2025/07/20 20:32:13] openrec INFO: epoch: [24/40], global_step: 75530, lr: 0.000185, loss: 0.237829, avg_reader_cost: 0.00734 s, avg_batch_cost: 0.30507 s, avg_samples: 256.0, ips: 839.15680 samples/s, eta: 4:21:10 [2025/07/20 20:32:16] openrec INFO: epoch: [24/40], global_step: 75540, lr: 0.000185, loss: 0.226991, avg_reader_cost: 0.00809 s, avg_batch_cost: 0.30526 s, avg_samples: 256.0, ips: 838.62540 samples/s, eta: 4:21:07 [2025/07/20 20:32:19] openrec INFO: epoch: [24/40], global_step: 75550, lr: 0.000185, loss: 0.244312, avg_reader_cost: 0.00831 s, avg_batch_cost: 0.30419 s, avg_samples: 256.0, ips: 841.58167 samples/s, eta: 4:21:04 [2025/07/20 20:32:22] openrec INFO: epoch: [24/40], global_step: 75560, lr: 0.000185, loss: 0.312036, avg_reader_cost: 0.00743 s, avg_batch_cost: 0.30522 s, avg_samples: 256.0, ips: 838.74731 samples/s, eta: 4:21:00 [2025/07/20 20:32:26] openrec INFO: epoch: [24/40], global_step: 75570, lr: 0.000185, loss: 0.264453, avg_reader_cost: 0.00817 s, avg_batch_cost: 0.30670 s, avg_samples: 256.0, ips: 834.68126 samples/s, eta: 4:20:57 [2025/07/20 20:32:29] openrec INFO: epoch: [24/40], global_step: 75580, lr: 0.000185, loss: 0.244147, avg_reader_cost: 0.00833 s, avg_batch_cost: 0.30624 s, avg_samples: 256.0, ips: 835.93893 samples/s, eta: 4:20:54 [2025/07/20 20:32:32] openrec INFO: epoch: [24/40], global_step: 75590, lr: 0.000185, loss: 0.244147, avg_reader_cost: 0.00874 s, avg_batch_cost: 0.30895 s, avg_samples: 256.0, ips: 828.60916 samples/s, eta: 4:20:51 [2025/07/20 20:32:35] openrec INFO: epoch: [24/40], global_step: 75600, lr: 0.000185, loss: 0.271643, avg_reader_cost: 0.00826 s, avg_batch_cost: 0.30822 s, 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openrec INFO: epoch: [25/40], global_step: 75900, lr: 0.000183, loss: 0.234345, avg_reader_cost: 0.00814 s, avg_batch_cost: 0.30499 s, avg_samples: 256.0, ips: 839.36914 samples/s, eta: 4:19:19 [2025/07/20 20:34:18] openrec INFO: epoch: [25/40], global_step: 75910, lr: 0.000183, loss: 0.266963, avg_reader_cost: 0.00845 s, avg_batch_cost: 0.30850 s, avg_samples: 256.0, ips: 829.83158 samples/s, eta: 4:19:16 [2025/07/20 20:34:21] openrec INFO: epoch: [25/40], global_step: 75920, lr: 0.000183, loss: 0.285881, avg_reader_cost: 0.00907 s, avg_batch_cost: 0.31127 s, avg_samples: 256.0, ips: 822.42628 samples/s, eta: 4:19:13 [2025/07/20 20:34:24] openrec INFO: epoch: [25/40], global_step: 75930, lr: 0.000182, loss: 0.301418, avg_reader_cost: 0.00792 s, avg_batch_cost: 0.30380 s, avg_samples: 256.0, ips: 842.67324 samples/s, eta: 4:19:10 [2025/07/20 20:34:27] openrec INFO: epoch: [25/40], global_step: 75940, lr: 0.000182, loss: 0.277059, avg_reader_cost: 0.00972 s, avg_batch_cost: 0.30680 s, 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openrec INFO: epoch: [25/40], global_step: 76070, lr: 0.000182, loss: 0.307666, avg_reader_cost: 0.00836 s, avg_batch_cost: 0.31014 s, avg_samples: 256.0, ips: 825.44068 samples/s, eta: 4:18:28 [2025/07/20 20:35:13] openrec INFO: epoch: [25/40], global_step: 76080, lr: 0.000182, loss: 0.251664, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.30401 s, avg_samples: 256.0, ips: 842.08156 samples/s, eta: 4:18:25 [2025/07/20 20:35:16] openrec INFO: epoch: [25/40], global_step: 76090, lr: 0.000181, loss: 0.229782, avg_reader_cost: 0.00899 s, avg_batch_cost: 0.30757 s, avg_samples: 256.0, ips: 832.33742 samples/s, eta: 4:18:22 [2025/07/20 20:35:20] openrec INFO: epoch: [25/40], global_step: 76100, lr: 0.000181, loss: 0.250833, avg_reader_cost: 0.00824 s, avg_batch_cost: 0.30890 s, avg_samples: 256.0, ips: 828.74321 samples/s, eta: 4:18:19 [2025/07/20 20:35:23] openrec INFO: epoch: [25/40], global_step: 76110, lr: 0.000181, loss: 0.243455, avg_reader_cost: 0.00771 s, avg_batch_cost: 0.30648 s, 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[25/40], global_step: 76300, lr: 0.000180, loss: 0.255807, avg_reader_cost: 0.00687 s, avg_batch_cost: 0.29919 s, avg_samples: 256.0, ips: 855.64835 samples/s, eta: 4:17:16 [2025/07/20 20:36:24] openrec INFO: epoch: [25/40], global_step: 76310, lr: 0.000180, loss: 0.251049, avg_reader_cost: 0.00827 s, avg_batch_cost: 0.30806 s, avg_samples: 256.0, ips: 831.00598 samples/s, eta: 4:17:13 [2025/07/20 20:36:27] openrec INFO: epoch: [25/40], global_step: 76320, lr: 0.000180, loss: 0.266366, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.30711 s, avg_samples: 256.0, ips: 833.58466 samples/s, eta: 4:17:10 [2025/07/20 20:36:30] openrec INFO: epoch: [25/40], global_step: 76330, lr: 0.000180, loss: 0.269593, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.30804 s, avg_samples: 256.0, ips: 831.06824 samples/s, eta: 4:17:06 [2025/07/20 20:36:33] openrec INFO: epoch: [25/40], global_step: 76340, lr: 0.000180, loss: 0.270148, avg_reader_cost: 0.00794 s, avg_batch_cost: 0.30322 s, avg_samples: 256.0, 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openrec INFO: epoch: [25/40], global_step: 77380, lr: 0.000173, loss: 0.267763, avg_reader_cost: 0.00945 s, avg_batch_cost: 0.30771 s, avg_samples: 256.0, ips: 831.96511 samples/s, eta: 4:11:42 [2025/07/20 20:42:02] openrec INFO: epoch: [25/40], global_step: 77390, lr: 0.000173, loss: 0.278591, avg_reader_cost: 0.00734 s, avg_batch_cost: 0.30709 s, avg_samples: 256.0, ips: 833.63625 samples/s, eta: 4:11:38 [2025/07/20 20:42:05] openrec INFO: epoch: [25/40], global_step: 77400, lr: 0.000173, loss: 0.263352, avg_reader_cost: 0.00812 s, avg_batch_cost: 0.31042 s, avg_samples: 256.0, ips: 824.69353 samples/s, eta: 4:11:35 [2025/07/20 20:42:08] openrec INFO: epoch: [25/40], global_step: 77410, lr: 0.000173, loss: 0.255395, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.30846 s, avg_samples: 256.0, ips: 829.92549 samples/s, eta: 4:11:32 [2025/07/20 20:42:11] openrec INFO: epoch: [25/40], global_step: 77420, lr: 0.000173, loss: 0.277592, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30071 s, 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0.000173, loss: 0.225849, avg_reader_cost: 0.00747 s, avg_batch_cost: 0.30718 s, avg_samples: 256.0, ips: 833.38714 samples/s, eta: 4:11:13 [2025/07/20 20:42:29] openrec INFO: epoch: [25/40], global_step: 77480, lr: 0.000173, loss: 0.227674, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.30339 s, avg_samples: 256.0, ips: 843.79509 samples/s, eta: 4:11:10 [2025/07/20 20:42:32] openrec INFO: epoch: [25/40], global_step: 77490, lr: 0.000173, loss: 0.268092, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30903 s, avg_samples: 256.0, ips: 828.40005 samples/s, eta: 4:11:07 [2025/07/20 20:42:35] openrec INFO: epoch: [25/40], global_step: 77500, lr: 0.000173, loss: 0.297126, avg_reader_cost: 0.00831 s, avg_batch_cost: 0.30191 s, avg_samples: 256.0, ips: 847.92981 samples/s, eta: 4:11:04 [2025/07/20 20:42:39] openrec INFO: cur metric, acc: 0.9562637955901439, norm_edit_dis: 0.9873380520550128, num_samples: 7248, fps: 2699.4778333434265 [2025/07/20 20:42:39] openrec INFO: best metric, acc: 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openrec INFO: epoch: [25/40], global_step: 77550, lr: 0.000172, loss: 0.232226, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.30394 s, avg_samples: 256.0, ips: 842.25965 samples/s, eta: 4:10:50 [2025/07/20 20:42:57] openrec INFO: epoch: [25/40], global_step: 77560, lr: 0.000172, loss: 0.210015, avg_reader_cost: 0.00723 s, avg_batch_cost: 0.30865 s, avg_samples: 256.0, ips: 829.41807 samples/s, eta: 4:10:47 [2025/07/20 20:43:00] openrec INFO: epoch: [25/40], global_step: 77570, lr: 0.000172, loss: 0.232363, avg_reader_cost: 0.00907 s, avg_batch_cost: 0.31016 s, avg_samples: 256.0, ips: 825.36841 samples/s, eta: 4:10:44 [2025/07/20 20:43:04] openrec INFO: epoch: [25/40], global_step: 77580, lr: 0.000172, loss: 0.256898, avg_reader_cost: 0.00701 s, avg_batch_cost: 0.30326 s, avg_samples: 256.0, ips: 844.16214 samples/s, eta: 4:10:41 [2025/07/20 20:43:07] openrec INFO: epoch: [25/40], global_step: 77590, lr: 0.000172, loss: 0.254310, avg_reader_cost: 0.00790 s, avg_batch_cost: 0.30814 s, 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[2025/07/20 20:45:43] openrec INFO: epoch: [25/40], global_step: 78090, lr: 0.000169, loss: 0.232183, avg_reader_cost: 0.00885 s, avg_batch_cost: 0.30619 s, avg_samples: 256.0, ips: 836.07478 samples/s, eta: 4:08:03 [2025/07/20 20:45:46] openrec INFO: epoch: [25/40], global_step: 78100, lr: 0.000169, loss: 0.277159, avg_reader_cost: 0.00727 s, avg_batch_cost: 0.30885 s, avg_samples: 256.0, ips: 828.87237 samples/s, eta: 4:08:00 [2025/07/20 20:45:49] openrec INFO: epoch: [25/40], global_step: 78110, lr: 0.000169, loss: 0.265013, avg_reader_cost: 0.00708 s, avg_batch_cost: 0.30240 s, avg_samples: 256.0, ips: 846.57175 samples/s, eta: 4:07:57 [2025/07/20 20:45:52] openrec INFO: epoch: [25/40], global_step: 78120, lr: 0.000169, loss: 0.265573, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.30600 s, avg_samples: 256.0, ips: 836.60295 samples/s, eta: 4:07:54 [2025/07/20 20:45:55] openrec INFO: epoch: [25/40], global_step: 78130, lr: 0.000169, loss: 0.263380, avg_reader_cost: 0.00788 s, 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[25/40], global_step: 78180, lr: 0.000169, loss: 0.255277, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.30550 s, avg_samples: 256.0, ips: 837.96961 samples/s, eta: 4:07:35 [2025/07/20 20:46:14] openrec INFO: epoch: [25/40], global_step: 78190, lr: 0.000169, loss: 0.230631, avg_reader_cost: 0.00783 s, avg_batch_cost: 0.30667 s, avg_samples: 256.0, ips: 834.76063 samples/s, eta: 4:07:32 [2025/07/20 20:46:17] openrec INFO: epoch: [25/40], global_step: 78200, lr: 0.000168, loss: 0.242073, avg_reader_cost: 0.00755 s, avg_batch_cost: 0.30205 s, avg_samples: 256.0, ips: 847.54255 samples/s, eta: 4:07:29 [2025/07/20 20:46:20] openrec INFO: epoch: [25/40], global_step: 78210, lr: 0.000168, loss: 0.261573, avg_reader_cost: 0.00758 s, avg_batch_cost: 0.30985 s, avg_samples: 256.0, ips: 826.20890 samples/s, eta: 4:07:25 [2025/07/20 20:46:23] openrec INFO: epoch: [25/40], global_step: 78220, lr: 0.000168, loss: 0.252241, avg_reader_cost: 0.00745 s, avg_batch_cost: 0.30479 s, avg_samples: 256.0, 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0.253796, avg_reader_cost: 0.00673 s, avg_batch_cost: 0.31029 s, avg_samples: 256.0, ips: 825.04060 samples/s, eta: 4:05:04 [2025/07/20 20:48:48] openrec INFO: epoch: [25/40], global_step: 78680, lr: 0.000166, loss: 0.306467, avg_reader_cost: 0.00782 s, avg_batch_cost: 0.30566 s, avg_samples: 256.0, ips: 837.52841 samples/s, eta: 4:05:00 [2025/07/20 20:48:51] openrec INFO: epoch: [25/40], global_step: 78690, lr: 0.000165, loss: 0.290285, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.30491 s, avg_samples: 256.0, ips: 839.58731 samples/s, eta: 4:04:57 [2025/07/20 20:48:54] openrec INFO: epoch: [25/40], global_step: 78700, lr: 0.000165, loss: 0.276183, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.30700 s, avg_samples: 256.0, ips: 833.88731 samples/s, eta: 4:04:54 [2025/07/20 20:48:57] openrec INFO: epoch: [25/40], global_step: 78710, lr: 0.000165, loss: 0.305633, avg_reader_cost: 0.00825 s, avg_batch_cost: 0.30194 s, avg_samples: 256.0, ips: 847.85736 samples/s, eta: 4:04:51 [2025/07/20 20:49:00] openrec INFO: epoch: [25/40], global_step: 78720, lr: 0.000165, loss: 0.280961, avg_reader_cost: 0.00683 s, avg_batch_cost: 0.30933 s, avg_samples: 256.0, ips: 827.59395 samples/s, eta: 4:04:48 [2025/07/20 20:49:03] openrec INFO: epoch: [25/40], global_step: 78730, lr: 0.000165, loss: 0.265373, avg_reader_cost: 0.00771 s, avg_batch_cost: 0.30843 s, avg_samples: 256.0, ips: 830.00645 samples/s, eta: 4:04:45 [2025/07/20 20:49:06] openrec INFO: epoch: [25/40], global_step: 78740, lr: 0.000165, loss: 0.263358, avg_reader_cost: 0.01039 s, avg_batch_cost: 0.31018 s, avg_samples: 256.0, ips: 825.32070 samples/s, eta: 4:04:42 [2025/07/20 20:49:09] openrec INFO: epoch: [25/40], global_step: 78750, lr: 0.000165, loss: 0.273729, avg_reader_cost: 0.00685 s, avg_batch_cost: 0.30727 s, avg_samples: 256.0, ips: 833.14600 samples/s, eta: 4:04:39 [2025/07/20 20:49:14] openrec INFO: cur metric, acc: 0.9568156719690734, norm_edit_dis: 0.987601362115995, num_samples: 7248, fps: 1838.9025224218265 [2025/07/20 20:49:14] openrec INFO: best metric, acc: 0.9575055174427353, norm_edit_dis: 0.9878045900720368, num_samples: 7248, fps: 2688.7772127080198, best_epoch: 24 [2025/07/20 20:49:15] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 20:49:16] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_25.pth [2025/07/20 20:49:21] openrec INFO: epoch: [26/40], global_step: 78760, lr: 0.000165, loss: 0.261609, avg_reader_cost: 0.81679 s, avg_batch_cost: 1.11303 s, avg_samples: 256.0, ips: 230.00345 samples/s, eta: 4:04:40 [2025/07/20 20:49:24] openrec INFO: epoch: [26/40], global_step: 78770, lr: 0.000165, loss: 0.229916, avg_reader_cost: 0.00801 s, avg_batch_cost: 0.30416 s, avg_samples: 256.0, ips: 841.67449 samples/s, eta: 4:04:37 [2025/07/20 20:49:27] openrec INFO: epoch: [26/40], global_step: 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openrec INFO: epoch: [26/40], global_step: 78920, lr: 0.000164, loss: 0.243786, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.30311 s, avg_samples: 256.0, ips: 844.57687 samples/s, eta: 4:03:50 [2025/07/20 20:50:12] openrec INFO: epoch: [26/40], global_step: 78930, lr: 0.000164, loss: 0.215997, avg_reader_cost: 0.00747 s, avg_batch_cost: 0.30861 s, avg_samples: 256.0, ips: 829.51950 samples/s, eta: 4:03:47 [2025/07/20 20:50:15] openrec INFO: epoch: [26/40], global_step: 78940, lr: 0.000164, loss: 0.274028, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.30870 s, avg_samples: 256.0, ips: 829.27106 samples/s, eta: 4:03:44 [2025/07/20 20:50:19] openrec INFO: epoch: [26/40], global_step: 78950, lr: 0.000164, loss: 0.293031, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.30409 s, avg_samples: 256.0, ips: 841.84673 samples/s, eta: 4:03:41 [2025/07/20 20:50:22] openrec INFO: epoch: [26/40], global_step: 78960, lr: 0.000164, loss: 0.253258, avg_reader_cost: 0.00694 s, avg_batch_cost: 0.30869 s, 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3:58:19 [2025/07/20 20:55:48] openrec INFO: epoch: [26/40], global_step: 80000, lr: 0.000158, loss: 0.252566, avg_reader_cost: 0.00699 s, avg_batch_cost: 0.30574 s, avg_samples: 256.0, ips: 837.31164 samples/s, eta: 3:58:16 [2025/07/20 20:55:51] openrec INFO: cur metric, acc: 0.957091610158538, norm_edit_dis: 0.9877842447792606, num_samples: 7248, fps: 2695.8107439890473 [2025/07/20 20:55:51] openrec INFO: best metric, acc: 0.9575055174427353, norm_edit_dis: 0.9878045900720368, num_samples: 7248, fps: 2688.7772127080198, best_epoch: 24 [2025/07/20 20:55:52] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/iter_latest.pth [2025/07/20 20:55:55] openrec INFO: epoch: [26/40], global_step: 80010, lr: 0.000157, loss: 0.315653, avg_reader_cost: 0.43726 s, avg_batch_cost: 0.73022 s, avg_samples: 256.0, ips: 350.57737 samples/s, eta: 3:58:15 [2025/07/20 20:55:58] openrec INFO: epoch: [26/40], global_step: 80020, lr: 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[26/40], global_step: 81330, lr: 0.000150, loss: 0.264810, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.30576 s, avg_samples: 256.0, ips: 837.26953 samples/s, eta: 3:51:25 [2025/07/20 21:02:49] openrec INFO: epoch: [26/40], global_step: 81340, lr: 0.000150, loss: 0.244584, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.30282 s, avg_samples: 256.0, ips: 845.38473 samples/s, eta: 3:51:21 [2025/07/20 21:02:52] openrec INFO: epoch: [26/40], global_step: 81350, lr: 0.000149, loss: 0.246775, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.30610 s, avg_samples: 256.0, ips: 836.33175 samples/s, eta: 3:51:18 [2025/07/20 21:02:55] openrec INFO: epoch: [26/40], global_step: 81360, lr: 0.000149, loss: 0.255940, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30413 s, avg_samples: 256.0, ips: 841.75347 samples/s, eta: 3:51:15 [2025/07/20 21:02:58] openrec INFO: epoch: [26/40], global_step: 81370, lr: 0.000149, loss: 0.244268, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.30693 s, avg_samples: 256.0, 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21:03:29] openrec INFO: epoch: [26/40], global_step: 81470, lr: 0.000149, loss: 0.237289, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.30982 s, avg_samples: 256.0, ips: 826.28958 samples/s, eta: 3:50:41 [2025/07/20 21:03:32] openrec INFO: epoch: [26/40], global_step: 81480, lr: 0.000149, loss: 0.241035, avg_reader_cost: 0.00700 s, avg_batch_cost: 0.30704 s, avg_samples: 256.0, ips: 833.77348 samples/s, eta: 3:50:37 [2025/07/20 21:03:35] openrec INFO: epoch: [26/40], global_step: 81490, lr: 0.000149, loss: 0.260668, avg_reader_cost: 0.00715 s, avg_batch_cost: 0.30860 s, avg_samples: 256.0, ips: 829.55744 samples/s, eta: 3:50:34 [2025/07/20 21:03:38] openrec INFO: epoch: [26/40], global_step: 81500, lr: 0.000149, loss: 0.260668, avg_reader_cost: 0.00689 s, avg_batch_cost: 0.30687 s, avg_samples: 256.0, ips: 834.22434 samples/s, eta: 3:50:31 [2025/07/20 21:03:42] openrec INFO: cur metric, acc: 0.955987857400679, norm_edit_dis: 0.9875581056681276, num_samples: 7248, fps: 2696.3303140660064 [2025/07/20 21:03:42] openrec INFO: best metric, acc: 0.9575055174427353, norm_edit_dis: 0.9878045900720368, num_samples: 7248, fps: 2688.7772127080198, best_epoch: 24 [2025/07/20 21:03:45] openrec INFO: epoch: [26/40], global_step: 81510, lr: 0.000149, loss: 0.230182, avg_reader_cost: 0.35936 s, avg_batch_cost: 0.65414 s, avg_samples: 256.0, ips: 391.35128 samples/s, eta: 3:50:30 [2025/07/20 21:03:48] openrec INFO: epoch: [26/40], global_step: 81520, lr: 0.000148, loss: 0.240575, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.30767 s, avg_samples: 256.0, ips: 832.05517 samples/s, eta: 3:50:27 [2025/07/20 21:03:51] openrec INFO: epoch: [26/40], global_step: 81530, lr: 0.000148, loss: 0.316965, avg_reader_cost: 0.00735 s, avg_batch_cost: 0.30258 s, avg_samples: 256.0, ips: 846.04911 samples/s, eta: 3:50:24 [2025/07/20 21:03:54] openrec INFO: epoch: [26/40], global_step: 81540, lr: 0.000148, loss: 0.315187, avg_reader_cost: 0.00880 s, avg_batch_cost: 0.30591 s, 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0.000148, loss: 0.270452, avg_reader_cost: 0.00792 s, avg_batch_cost: 0.30954 s, avg_samples: 256.0, ips: 827.03759 samples/s, eta: 3:50:05 [2025/07/20 21:04:12] openrec INFO: epoch: [26/40], global_step: 81600, lr: 0.000148, loss: 0.277208, avg_reader_cost: 0.00682 s, avg_batch_cost: 0.30822 s, avg_samples: 256.0, ips: 830.56945 samples/s, eta: 3:50:02 [2025/07/20 21:04:15] openrec INFO: epoch: [26/40], global_step: 81610, lr: 0.000148, loss: 0.248139, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.30353 s, avg_samples: 256.0, ips: 843.40974 samples/s, eta: 3:49:59 [2025/07/20 21:04:18] openrec INFO: epoch: [26/40], global_step: 81620, lr: 0.000148, loss: 0.237159, avg_reader_cost: 0.00719 s, avg_batch_cost: 0.30365 s, avg_samples: 256.0, ips: 843.06235 samples/s, eta: 3:49:55 [2025/07/20 21:04:22] openrec INFO: epoch: [26/40], global_step: 81630, lr: 0.000148, loss: 0.265390, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.30572 s, avg_samples: 256.0, ips: 837.36382 samples/s, eta: 3:49:52 [2025/07/20 21:04:25] openrec INFO: epoch: [26/40], global_step: 81640, lr: 0.000148, loss: 0.213566, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.30642 s, avg_samples: 256.0, ips: 835.45502 samples/s, eta: 3:49:49 [2025/07/20 21:04:28] openrec INFO: epoch: [26/40], global_step: 81650, lr: 0.000148, loss: 0.213385, avg_reader_cost: 0.00675 s, avg_batch_cost: 0.30369 s, avg_samples: 256.0, ips: 842.96287 samples/s, eta: 3:49:46 [2025/07/20 21:04:31] openrec INFO: epoch: [26/40], global_step: 81660, lr: 0.000148, loss: 0.220510, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.30488 s, avg_samples: 256.0, ips: 839.68487 samples/s, eta: 3:49:43 [2025/07/20 21:04:34] openrec INFO: epoch: [26/40], global_step: 81670, lr: 0.000148, loss: 0.224168, avg_reader_cost: 0.00712 s, avg_batch_cost: 0.30712 s, avg_samples: 256.0, ips: 833.55994 samples/s, eta: 3:49:40 [2025/07/20 21:04:37] openrec INFO: epoch: [26/40], global_step: 81680, lr: 0.000147, loss: 0.269579, avg_reader_cost: 0.00742 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[26/40], global_step: 81730, lr: 0.000147, loss: 0.266045, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.30850 s, avg_samples: 256.0, ips: 829.82184 samples/s, eta: 3:49:21 [2025/07/20 21:04:55] openrec INFO: epoch: [26/40], global_step: 81740, lr: 0.000147, loss: 0.230962, avg_reader_cost: 0.00771 s, avg_batch_cost: 0.30675 s, avg_samples: 256.0, ips: 834.54808 samples/s, eta: 3:49:18 [2025/07/20 21:04:58] openrec INFO: epoch: [26/40], global_step: 81750, lr: 0.000147, loss: 0.229142, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.30563 s, avg_samples: 256.0, ips: 837.61413 samples/s, eta: 3:49:15 [2025/07/20 21:05:01] openrec INFO: epoch: [26/40], global_step: 81760, lr: 0.000147, loss: 0.254294, avg_reader_cost: 0.00842 s, avg_batch_cost: 0.30276 s, avg_samples: 256.0, ips: 845.55555 samples/s, eta: 3:49:12 [2025/07/20 21:05:04] openrec INFO: epoch: [26/40], global_step: 81770, lr: 0.000147, loss: 0.244004, avg_reader_cost: 0.00715 s, avg_batch_cost: 0.30761 s, avg_samples: 256.0, 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0.239157, avg_reader_cost: 0.00700 s, avg_batch_cost: 0.30633 s, avg_samples: 256.0, ips: 835.70926 samples/s, eta: 3:48:53 [2025/07/20 21:05:23] openrec INFO: epoch: [26/40], global_step: 81830, lr: 0.000147, loss: 0.291829, avg_reader_cost: 0.00688 s, avg_batch_cost: 0.30795 s, avg_samples: 256.0, ips: 831.31190 samples/s, eta: 3:48:50 [2025/07/20 21:05:26] openrec INFO: epoch: [26/40], global_step: 81840, lr: 0.000147, loss: 0.265436, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.30596 s, avg_samples: 256.0, ips: 836.70674 samples/s, eta: 3:48:46 [2025/07/20 21:05:29] openrec INFO: epoch: [26/40], global_step: 81850, lr: 0.000146, loss: 0.220652, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.30657 s, avg_samples: 256.0, ips: 835.04491 samples/s, eta: 3:48:43 [2025/07/20 21:05:32] openrec INFO: epoch: [26/40], global_step: 81860, lr: 0.000146, loss: 0.263028, avg_reader_cost: 0.00737 s, avg_batch_cost: 0.30825 s, avg_samples: 256.0, ips: 830.49550 samples/s, eta: 3:48:40 [2025/07/20 21:05:35] openrec INFO: epoch: [26/40], global_step: 81870, lr: 0.000146, loss: 0.264386, avg_reader_cost: 0.00840 s, avg_batch_cost: 0.30813 s, avg_samples: 256.0, ips: 830.81983 samples/s, eta: 3:48:37 [2025/07/20 21:05:38] openrec INFO: epoch: [26/40], global_step: 81880, lr: 0.000146, loss: 0.249118, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.30476 s, avg_samples: 256.0, ips: 840.00918 samples/s, eta: 3:48:34 [2025/07/20 21:05:41] openrec INFO: epoch: [26/40], global_step: 81890, lr: 0.000146, loss: 0.244381, avg_reader_cost: 0.00871 s, avg_batch_cost: 0.30487 s, avg_samples: 256.0, ips: 839.69768 samples/s, eta: 3:48:31 [2025/07/20 21:05:44] openrec INFO: epoch: [26/40], global_step: 81900, lr: 0.000146, loss: 0.245632, avg_reader_cost: 0.00708 s, avg_batch_cost: 0.30724 s, avg_samples: 256.0, ips: 833.21473 samples/s, eta: 3:48:28 [2025/07/20 21:05:50] openrec INFO: cur metric, acc: 0.9562637955901439, norm_edit_dis: 0.9878798330596225, num_samples: 7248, fps: 1777.7588992137532 [2025/07/20 21:05:50] openrec INFO: best metric, acc: 0.9575055174427353, norm_edit_dis: 0.9878045900720368, num_samples: 7248, fps: 2688.7772127080198, best_epoch: 24 [2025/07/20 21:05:50] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 21:05:51] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_26.pth [2025/07/20 21:05:55] openrec INFO: epoch: [27/40], global_step: 81910, lr: 0.000146, loss: 0.227209, avg_reader_cost: 0.77112 s, avg_batch_cost: 1.06595 s, avg_samples: 256.0, ips: 240.16034 samples/s, eta: 3:48:29 [2025/07/20 21:05:58] openrec INFO: epoch: [27/40], global_step: 81920, lr: 0.000146, loss: 0.232000, avg_reader_cost: 0.00664 s, avg_batch_cost: 0.30817 s, avg_samples: 256.0, ips: 830.71910 samples/s, eta: 3:48:25 [2025/07/20 21:06:01] openrec INFO: epoch: [27/40], global_step: 81930, lr: 0.000146, loss: 0.274228, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.30276 s, avg_samples: 256.0, ips: 845.56341 samples/s, eta: 3:48:22 [2025/07/20 21:06:04] openrec INFO: epoch: [27/40], global_step: 81940, lr: 0.000146, loss: 0.357623, avg_reader_cost: 0.00706 s, avg_batch_cost: 0.30757 s, avg_samples: 256.0, ips: 832.33755 samples/s, eta: 3:48:19 [2025/07/20 21:06:07] openrec INFO: epoch: [27/40], global_step: 81950, lr: 0.000146, loss: 0.375036, avg_reader_cost: 0.00756 s, avg_batch_cost: 0.30636 s, avg_samples: 256.0, ips: 835.61021 samples/s, eta: 3:48:16 [2025/07/20 21:06:10] openrec INFO: epoch: [27/40], global_step: 81960, lr: 0.000146, loss: 0.296519, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.30613 s, avg_samples: 256.0, ips: 836.25958 samples/s, eta: 3:48:13 [2025/07/20 21:06:13] openrec INFO: epoch: [27/40], global_step: 81970, lr: 0.000146, loss: 0.253579, avg_reader_cost: 0.00716 s, avg_batch_cost: 0.30926 s, avg_samples: 256.0, ips: 827.78784 samples/s, eta: 3:48:10 [2025/07/20 21:06:17] openrec INFO: epoch: [27/40], global_step: 81980, lr: 0.000146, loss: 0.258823, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.30637 s, avg_samples: 256.0, ips: 835.59454 samples/s, eta: 3:48:07 [2025/07/20 21:06:20] openrec INFO: epoch: [27/40], global_step: 81990, lr: 0.000146, loss: 0.258823, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.30234 s, avg_samples: 256.0, ips: 846.73571 samples/s, eta: 3:48:04 [2025/07/20 21:06:23] openrec INFO: epoch: [27/40], global_step: 82000, lr: 0.000146, loss: 0.319592, avg_reader_cost: 0.00924 s, avg_batch_cost: 0.30625 s, avg_samples: 256.0, ips: 835.91798 samples/s, eta: 3:48:00 [2025/07/20 21:06:26] openrec INFO: cur metric, acc: 0.955987857400679, norm_edit_dis: 0.9876352776505614, num_samples: 7248, fps: 2703.9721465295765 [2025/07/20 21:06:26] openrec INFO: best metric, acc: 0.9575055174427353, norm_edit_dis: 0.9878045900720368, num_samples: 7248, fps: 2688.7772127080198, best_epoch: 24 [2025/07/20 21:06:29] openrec INFO: epoch: [27/40], global_step: 82010, lr: 0.000146, loss: 0.319592, avg_reader_cost: 0.35989 s, avg_batch_cost: 0.65259 s, avg_samples: 256.0, ips: 392.28400 samples/s, eta: 3:47:59 [2025/07/20 21:06:32] openrec INFO: epoch: [27/40], global_step: 82020, lr: 0.000145, loss: 0.244096, avg_reader_cost: 0.00835 s, avg_batch_cost: 0.30837 s, avg_samples: 256.0, ips: 830.17856 samples/s, eta: 3:47:56 [2025/07/20 21:06:35] openrec INFO: epoch: [27/40], global_step: 82030, lr: 0.000145, loss: 0.236339, avg_reader_cost: 0.00840 s, avg_batch_cost: 0.30317 s, avg_samples: 256.0, ips: 844.42258 samples/s, eta: 3:47:53 [2025/07/20 21:06:38] openrec INFO: epoch: [27/40], global_step: 82040, lr: 0.000145, loss: 0.236813, avg_reader_cost: 0.01007 s, avg_batch_cost: 0.30955 s, avg_samples: 256.0, ips: 827.00058 samples/s, eta: 3:47:50 [2025/07/20 21:06:41] openrec INFO: epoch: [27/40], global_step: 82050, lr: 0.000145, loss: 0.234416, avg_reader_cost: 0.00756 s, 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[27/40], global_step: 82100, lr: 0.000145, loss: 0.239484, avg_reader_cost: 0.00921 s, avg_batch_cost: 0.30649 s, avg_samples: 256.0, ips: 835.25199 samples/s, eta: 3:47:31 [2025/07/20 21:07:00] openrec INFO: epoch: [27/40], global_step: 82110, lr: 0.000145, loss: 0.239484, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.30608 s, avg_samples: 256.0, ips: 836.37266 samples/s, eta: 3:47:28 [2025/07/20 21:07:03] openrec INFO: epoch: [27/40], global_step: 82120, lr: 0.000145, loss: 0.239576, avg_reader_cost: 0.00922 s, avg_batch_cost: 0.30337 s, avg_samples: 256.0, ips: 843.86678 samples/s, eta: 3:47:25 [2025/07/20 21:07:06] openrec INFO: epoch: [27/40], global_step: 82130, lr: 0.000145, loss: 0.242570, avg_reader_cost: 0.00898 s, avg_batch_cost: 0.30699 s, avg_samples: 256.0, ips: 833.89191 samples/s, eta: 3:47:21 [2025/07/20 21:07:09] openrec INFO: epoch: [27/40], global_step: 82140, lr: 0.000145, loss: 0.262957, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.30723 s, avg_samples: 256.0, 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samples/s, eta: 3:46:06 [2025/07/20 21:08:22] openrec INFO: epoch: [27/40], global_step: 82380, lr: 0.000143, loss: 0.248415, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.30309 s, avg_samples: 256.0, ips: 844.64676 samples/s, eta: 3:46:03 [2025/07/20 21:08:25] openrec INFO: epoch: [27/40], global_step: 82390, lr: 0.000143, loss: 0.251483, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.30574 s, avg_samples: 256.0, ips: 837.31112 samples/s, eta: 3:46:00 [2025/07/20 21:08:29] openrec INFO: epoch: [27/40], global_step: 82400, lr: 0.000143, loss: 0.212529, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.30941 s, avg_samples: 256.0, ips: 827.38982 samples/s, eta: 3:45:57 [2025/07/20 21:08:32] openrec INFO: epoch: [27/40], global_step: 82410, lr: 0.000143, loss: 0.209193, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.30609 s, avg_samples: 256.0, ips: 836.35826 samples/s, eta: 3:45:54 [2025/07/20 21:08:35] openrec INFO: epoch: [27/40], global_step: 82420, lr: 0.000143, loss: 0.214231, 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openrec INFO: epoch: [27/40], global_step: 82470, lr: 0.000143, loss: 0.225523, avg_reader_cost: 0.00745 s, avg_batch_cost: 0.30638 s, avg_samples: 256.0, ips: 835.57627 samples/s, eta: 3:45:35 [2025/07/20 21:08:53] openrec INFO: epoch: [27/40], global_step: 82480, lr: 0.000143, loss: 0.235945, avg_reader_cost: 0.00810 s, avg_batch_cost: 0.30381 s, avg_samples: 256.0, ips: 842.62734 samples/s, eta: 3:45:32 [2025/07/20 21:08:56] openrec INFO: epoch: [27/40], global_step: 82490, lr: 0.000143, loss: 0.245367, avg_reader_cost: 0.00739 s, avg_batch_cost: 0.30545 s, avg_samples: 256.0, ips: 838.11717 samples/s, eta: 3:45:28 [2025/07/20 21:08:59] openrec INFO: epoch: [27/40], global_step: 82500, lr: 0.000143, loss: 0.252197, avg_reader_cost: 0.00842 s, avg_batch_cost: 0.30897 s, avg_samples: 256.0, ips: 828.55065 samples/s, eta: 3:45:25 [2025/07/20 21:09:03] openrec INFO: cur metric, acc: 0.9561258264954114, norm_edit_dis: 0.9875064693013059, num_samples: 7248, fps: 2708.31471537734 [2025/07/20 21:09:03] openrec INFO: best metric, acc: 0.9575055174427353, norm_edit_dis: 0.9878045900720368, num_samples: 7248, fps: 2688.7772127080198, best_epoch: 24 [2025/07/20 21:09:06] openrec INFO: epoch: [27/40], global_step: 82510, lr: 0.000143, loss: 0.264755, avg_reader_cost: 0.35886 s, avg_batch_cost: 0.64949 s, avg_samples: 256.0, ips: 394.15651 samples/s, eta: 3:45:24 [2025/07/20 21:09:09] openrec INFO: epoch: [27/40], global_step: 82520, lr: 0.000143, loss: 0.243206, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30216 s, avg_samples: 256.0, ips: 847.22777 samples/s, eta: 3:45:21 [2025/07/20 21:09:12] openrec INFO: epoch: [27/40], global_step: 82530, lr: 0.000143, loss: 0.247606, avg_reader_cost: 0.00805 s, avg_batch_cost: 0.30187 s, avg_samples: 256.0, ips: 848.06060 samples/s, eta: 3:45:18 [2025/07/20 21:09:15] openrec INFO: epoch: [27/40], global_step: 82540, lr: 0.000142, loss: 0.239925, avg_reader_cost: 0.00713 s, avg_batch_cost: 0.30743 s, avg_samples: 256.0, ips: 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21:11:39] openrec INFO: cur metric, acc: 0.9558498883059466, norm_edit_dis: 0.9877614213345424, num_samples: 7248, fps: 2694.305767208016 [2025/07/20 21:11:39] openrec INFO: best metric, acc: 0.9575055174427353, norm_edit_dis: 0.9878045900720368, num_samples: 7248, fps: 2688.7772127080198, best_epoch: 24 [2025/07/20 21:11:42] openrec INFO: epoch: [27/40], global_step: 83010, lr: 0.000140, loss: 0.250734, avg_reader_cost: 0.36644 s, avg_batch_cost: 0.66145 s, avg_samples: 256.0, ips: 387.02851 samples/s, eta: 3:42:49 [2025/07/20 21:11:46] openrec INFO: epoch: [27/40], global_step: 83020, lr: 0.000140, loss: 0.250734, avg_reader_cost: 0.00636 s, avg_batch_cost: 0.30901 s, avg_samples: 256.0, ips: 828.44294 samples/s, eta: 3:42:46 [2025/07/20 21:11:49] openrec INFO: epoch: [27/40], global_step: 83030, lr: 0.000140, loss: 0.229584, avg_reader_cost: 0.00740 s, avg_batch_cost: 0.30311 s, avg_samples: 256.0, ips: 844.58159 samples/s, eta: 3:42:43 [2025/07/20 21:11:52] openrec INFO: epoch: 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openrec INFO: epoch: [27/40], global_step: 84120, lr: 0.000133, loss: 0.222281, avg_reader_cost: 0.00738 s, avg_batch_cost: 0.30470 s, avg_samples: 256.0, ips: 840.16483 samples/s, eta: 3:37:05 [2025/07/20 21:17:33] openrec INFO: epoch: [27/40], global_step: 84130, lr: 0.000133, loss: 0.235072, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30509 s, avg_samples: 256.0, ips: 839.10558 samples/s, eta: 3:37:01 [2025/07/20 21:17:36] openrec INFO: epoch: [27/40], global_step: 84140, lr: 0.000133, loss: 0.230547, avg_reader_cost: 0.00802 s, avg_batch_cost: 0.31081 s, avg_samples: 256.0, ips: 823.65162 samples/s, eta: 3:36:58 [2025/07/20 21:17:39] openrec INFO: epoch: [27/40], global_step: 84150, lr: 0.000133, loss: 0.259661, avg_reader_cost: 0.00772 s, avg_batch_cost: 0.30766 s, avg_samples: 256.0, ips: 832.09122 samples/s, eta: 3:36:55 [2025/07/20 21:17:42] openrec INFO: epoch: [27/40], global_step: 84160, lr: 0.000133, loss: 0.249446, avg_reader_cost: 0.00726 s, avg_batch_cost: 0.30516 s, 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openrec INFO: epoch: [27/40], global_step: 84890, lr: 0.000129, loss: 0.273609, avg_reader_cost: 0.00675 s, avg_batch_cost: 0.30405 s, avg_samples: 256.0, ips: 841.95406 samples/s, eta: 3:33:05 [2025/07/20 21:21:32] openrec INFO: epoch: [27/40], global_step: 84900, lr: 0.000129, loss: 0.239097, avg_reader_cost: 0.00690 s, avg_batch_cost: 0.30290 s, avg_samples: 256.0, ips: 845.17365 samples/s, eta: 3:33:02 [2025/07/20 21:21:35] openrec INFO: epoch: [27/40], global_step: 84910, lr: 0.000129, loss: 0.254227, avg_reader_cost: 0.00661 s, avg_batch_cost: 0.30489 s, avg_samples: 256.0, ips: 839.65303 samples/s, eta: 3:32:58 [2025/07/20 21:21:38] openrec INFO: epoch: [27/40], global_step: 84920, lr: 0.000129, loss: 0.217972, avg_reader_cost: 0.00679 s, avg_batch_cost: 0.30473 s, avg_samples: 256.0, ips: 840.09324 samples/s, eta: 3:32:55 [2025/07/20 21:21:42] openrec INFO: epoch: [27/40], global_step: 84930, lr: 0.000129, loss: 0.193229, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30573 s, 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0.000128, loss: 0.256691, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.30813 s, avg_samples: 256.0, ips: 830.81218 samples/s, eta: 3:32:36 [2025/07/20 21:22:00] openrec INFO: epoch: [27/40], global_step: 84990, lr: 0.000128, loss: 0.228889, avg_reader_cost: 0.00753 s, avg_batch_cost: 0.30416 s, avg_samples: 256.0, ips: 841.65509 samples/s, eta: 3:32:33 [2025/07/20 21:22:03] openrec INFO: epoch: [27/40], global_step: 85000, lr: 0.000128, loss: 0.225044, avg_reader_cost: 0.00696 s, avg_batch_cost: 0.30112 s, avg_samples: 256.0, ips: 850.16561 samples/s, eta: 3:32:30 [2025/07/20 21:22:06] openrec INFO: cur metric, acc: 0.9588852083900591, norm_edit_dis: 0.9882525230903082, num_samples: 7248, fps: 2710.9890398703874 [2025/07/20 21:22:07] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 21:22:07] openrec INFO: best metric, acc: 0.9588852083900591, norm_edit_dis: 0.9882525230903082, num_samples: 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loss: 0.251661, avg_reader_cost: 0.00713 s, avg_batch_cost: 0.30606 s, avg_samples: 256.0, ips: 836.43168 samples/s, eta: 3:32:16 [2025/07/20 21:22:28] openrec INFO: cur metric, acc: 0.9561258264954114, norm_edit_dis: 0.9874251613631482, num_samples: 7248, fps: 1610.1503775869394 [2025/07/20 21:22:28] openrec INFO: best metric, acc: 0.9588852083900591, norm_edit_dis: 0.9882525230903082, num_samples: 7248, fps: 2710.9890398703874, best_epoch: 27 [2025/07/20 21:22:28] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 21:22:29] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_27.pth [2025/07/20 21:22:33] openrec INFO: epoch: [28/40], global_step: 85060, lr: 0.000128, loss: 0.236265, avg_reader_cost: 0.82320 s, avg_batch_cost: 1.12021 s, avg_samples: 256.0, ips: 228.52925 samples/s, eta: 3:32:17 [2025/07/20 21:22:36] 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3:27:33 [2025/07/20 21:27:18] openrec INFO: epoch: [28/40], global_step: 85980, lr: 0.000123, loss: 0.216078, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.30850 s, avg_samples: 256.0, ips: 829.83498 samples/s, eta: 3:27:30 [2025/07/20 21:27:21] openrec INFO: epoch: [28/40], global_step: 85990, lr: 0.000123, loss: 0.182736, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.30787 s, avg_samples: 256.0, ips: 831.52912 samples/s, eta: 3:27:27 [2025/07/20 21:27:24] openrec INFO: epoch: [28/40], global_step: 86000, lr: 0.000123, loss: 0.191993, avg_reader_cost: 0.00796 s, avg_batch_cost: 0.30202 s, avg_samples: 256.0, ips: 847.61989 samples/s, eta: 3:27:24 [2025/07/20 21:27:28] openrec INFO: cur metric, acc: 0.9562637955901439, norm_edit_dis: 0.9874936544293034, num_samples: 7248, fps: 2702.2497766667066 [2025/07/20 21:27:28] openrec INFO: best metric, acc: 0.9588852083900591, norm_edit_dis: 0.9882525230903082, num_samples: 7248, fps: 2710.9890398703874, best_epoch: 27 [2025/07/20 21:27:31] openrec INFO: epoch: [28/40], global_step: 86010, lr: 0.000123, loss: 0.204487, avg_reader_cost: 0.36274 s, avg_batch_cost: 0.65984 s, avg_samples: 256.0, ips: 387.97164 samples/s, eta: 3:27:22 [2025/07/20 21:27:34] openrec INFO: epoch: [28/40], global_step: 86020, lr: 0.000123, loss: 0.222719, avg_reader_cost: 0.00979 s, avg_batch_cost: 0.30948 s, avg_samples: 256.0, ips: 827.19968 samples/s, eta: 3:27:19 [2025/07/20 21:27:37] openrec INFO: epoch: [28/40], global_step: 86030, lr: 0.000123, loss: 0.234229, avg_reader_cost: 0.00735 s, avg_batch_cost: 0.30512 s, avg_samples: 256.0, ips: 839.02349 samples/s, eta: 3:27:16 [2025/07/20 21:27:40] openrec INFO: epoch: [28/40], global_step: 86040, lr: 0.000122, loss: 0.257607, avg_reader_cost: 0.00774 s, avg_batch_cost: 0.30600 s, avg_samples: 256.0, ips: 836.59793 samples/s, eta: 3:27:13 [2025/07/20 21:27:43] openrec INFO: epoch: [28/40], global_step: 86050, lr: 0.000122, loss: 0.261569, avg_reader_cost: 0.00743 s, avg_batch_cost: 0.30663 s, 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[28/40], global_step: 86240, lr: 0.000121, loss: 0.257956, avg_reader_cost: 0.00747 s, avg_batch_cost: 0.30901 s, avg_samples: 256.0, ips: 828.44070 samples/s, eta: 3:26:10 [2025/07/20 21:28:44] openrec INFO: epoch: [28/40], global_step: 86250, lr: 0.000121, loss: 0.212852, avg_reader_cost: 0.00758 s, avg_batch_cost: 0.30384 s, avg_samples: 256.0, ips: 842.55084 samples/s, eta: 3:26:07 [2025/07/20 21:28:48] openrec INFO: epoch: [28/40], global_step: 86260, lr: 0.000121, loss: 0.221203, avg_reader_cost: 0.00764 s, avg_batch_cost: 0.30593 s, avg_samples: 256.0, ips: 836.78714 samples/s, eta: 3:26:04 [2025/07/20 21:28:51] openrec INFO: epoch: [28/40], global_step: 86270, lr: 0.000121, loss: 0.226700, avg_reader_cost: 0.00840 s, avg_batch_cost: 0.30762 s, avg_samples: 256.0, ips: 832.18383 samples/s, eta: 3:26:01 [2025/07/20 21:28:54] openrec INFO: epoch: [28/40], global_step: 86280, lr: 0.000121, loss: 0.205517, avg_reader_cost: 0.00843 s, avg_batch_cost: 0.30990 s, avg_samples: 256.0, 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openrec INFO: epoch: [28/40], global_step: 87950, lr: 0.000112, loss: 0.258684, avg_reader_cost: 0.00660 s, avg_batch_cost: 0.30685 s, avg_samples: 256.0, ips: 834.29110 samples/s, eta: 3:17:18 [2025/07/20 21:37:38] openrec INFO: epoch: [28/40], global_step: 87960, lr: 0.000112, loss: 0.292253, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.30934 s, avg_samples: 256.0, ips: 827.56155 samples/s, eta: 3:17:15 [2025/07/20 21:37:42] openrec INFO: epoch: [28/40], global_step: 87970, lr: 0.000112, loss: 0.267246, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.30896 s, avg_samples: 256.0, ips: 828.59202 samples/s, eta: 3:17:12 [2025/07/20 21:37:45] openrec INFO: epoch: [28/40], global_step: 87980, lr: 0.000112, loss: 0.219312, avg_reader_cost: 0.00965 s, avg_batch_cost: 0.31122 s, avg_samples: 256.0, ips: 822.57333 samples/s, eta: 3:17:09 [2025/07/20 21:37:48] openrec INFO: epoch: [28/40], global_step: 87990, lr: 0.000112, loss: 0.238839, avg_reader_cost: 0.00645 s, avg_batch_cost: 0.30728 s, avg_samples: 256.0, ips: 833.12603 samples/s, eta: 3:17:06 [2025/07/20 21:37:51] openrec INFO: epoch: [28/40], global_step: 88000, lr: 0.000112, loss: 0.282441, avg_reader_cost: 0.00636 s, avg_batch_cost: 0.29794 s, avg_samples: 256.0, ips: 859.23920 samples/s, eta: 3:17:03 [2025/07/20 21:37:54] openrec INFO: cur metric, acc: 0.9586092702005943, norm_edit_dis: 0.9885754921431023, num_samples: 7248, fps: 2694.6243503939695 [2025/07/20 21:37:54] openrec INFO: best metric, acc: 0.9588852083900591, norm_edit_dis: 0.9882525230903082, num_samples: 7248, fps: 2710.9890398703874, best_epoch: 27 [2025/07/20 21:37:57] openrec INFO: epoch: [28/40], global_step: 88010, lr: 0.000112, loss: 0.277608, avg_reader_cost: 0.36139 s, avg_batch_cost: 0.66139 s, avg_samples: 256.0, ips: 387.06586 samples/s, eta: 3:17:01 [2025/07/20 21:38:00] openrec INFO: epoch: [28/40], global_step: 88020, lr: 0.000112, loss: 0.215869, avg_reader_cost: 0.00674 s, avg_batch_cost: 0.30744 s, avg_samples: 256.0, ips: 832.67255 samples/s, eta: 3:16:58 [2025/07/20 21:38:03] openrec INFO: epoch: [28/40], global_step: 88030, lr: 0.000112, loss: 0.224121, avg_reader_cost: 0.00696 s, avg_batch_cost: 0.29487 s, avg_samples: 256.0, ips: 868.17984 samples/s, eta: 3:16:55 [2025/07/20 21:38:06] openrec INFO: epoch: [28/40], global_step: 88040, lr: 0.000111, loss: 0.239582, avg_reader_cost: 0.00685 s, avg_batch_cost: 0.30419 s, avg_samples: 256.0, ips: 841.56749 samples/s, eta: 3:16:52 [2025/07/20 21:38:10] openrec INFO: epoch: [28/40], global_step: 88050, lr: 0.000111, loss: 0.200480, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30706 s, avg_samples: 256.0, ips: 833.71483 samples/s, eta: 3:16:49 [2025/07/20 21:38:13] openrec INFO: epoch: [28/40], global_step: 88060, lr: 0.000111, loss: 0.237034, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.30873 s, avg_samples: 256.0, ips: 829.20894 samples/s, eta: 3:16:46 [2025/07/20 21:38:16] openrec INFO: epoch: [28/40], global_step: 88070, lr: 0.000111, loss: 0.296347, avg_reader_cost: 0.00958 s, avg_batch_cost: 0.30719 s, avg_samples: 256.0, ips: 833.36275 samples/s, eta: 3:16:42 [2025/07/20 21:38:19] openrec INFO: epoch: [28/40], global_step: 88080, lr: 0.000111, loss: 0.276479, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.30571 s, avg_samples: 256.0, ips: 837.40835 samples/s, eta: 3:16:39 [2025/07/20 21:38:22] openrec INFO: epoch: [28/40], global_step: 88090, lr: 0.000111, loss: 0.238745, avg_reader_cost: 0.00669 s, avg_batch_cost: 0.30892 s, avg_samples: 256.0, ips: 828.69306 samples/s, eta: 3:16:36 [2025/07/20 21:38:25] openrec INFO: epoch: [28/40], global_step: 88100, lr: 0.000111, loss: 0.242192, avg_reader_cost: 0.00719 s, avg_batch_cost: 0.31203 s, avg_samples: 256.0, ips: 820.43009 samples/s, eta: 3:16:33 [2025/07/20 21:38:28] openrec INFO: epoch: [28/40], global_step: 88110, lr: 0.000111, loss: 0.227079, avg_reader_cost: 0.00662 s, avg_batch_cost: 0.30695 s, avg_samples: 256.0, ips: 834.00209 samples/s, eta: 3:16:30 [2025/07/20 21:38:31] openrec INFO: epoch: [28/40], global_step: 88120, lr: 0.000111, loss: 0.227079, avg_reader_cost: 0.00636 s, avg_batch_cost: 0.30241 s, avg_samples: 256.0, ips: 846.53457 samples/s, eta: 3:16:27 [2025/07/20 21:38:34] openrec INFO: epoch: [28/40], global_step: 88130, lr: 0.000111, loss: 0.227512, avg_reader_cost: 0.00668 s, avg_batch_cost: 0.30685 s, avg_samples: 256.0, ips: 834.28183 samples/s, eta: 3:16:24 [2025/07/20 21:38:37] openrec INFO: epoch: [28/40], global_step: 88140, lr: 0.000111, loss: 0.243859, avg_reader_cost: 0.00673 s, avg_batch_cost: 0.30926 s, avg_samples: 256.0, ips: 827.77017 samples/s, eta: 3:16:20 [2025/07/20 21:38:40] openrec INFO: epoch: [28/40], global_step: 88150, lr: 0.000111, loss: 0.321764, avg_reader_cost: 0.00673 s, avg_batch_cost: 0.30744 s, avg_samples: 256.0, ips: 832.67661 samples/s, eta: 3:16:17 [2025/07/20 21:38:43] openrec INFO: epoch: [28/40], global_step: 88160, lr: 0.000111, loss: 0.265727, avg_reader_cost: 0.00690 s, avg_batch_cost: 0.30780 s, avg_samples: 256.0, ips: 831.69845 samples/s, eta: 3:16:14 [2025/07/20 21:38:47] openrec INFO: epoch: [28/40], global_step: 88170, lr: 0.000111, loss: 0.218520, avg_reader_cost: 0.00727 s, avg_batch_cost: 0.30815 s, avg_samples: 256.0, ips: 830.76242 samples/s, eta: 3:16:11 [2025/07/20 21:38:50] openrec INFO: epoch: [28/40], global_step: 88180, lr: 0.000111, loss: 0.221156, avg_reader_cost: 0.00683 s, avg_batch_cost: 0.30989 s, avg_samples: 256.0, ips: 826.09810 samples/s, eta: 3:16:08 [2025/07/20 21:38:53] openrec INFO: epoch: [28/40], global_step: 88190, lr: 0.000111, loss: 0.243500, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.30381 s, avg_samples: 256.0, ips: 842.64202 samples/s, eta: 3:16:05 [2025/07/20 21:38:56] openrec INFO: epoch: [28/40], global_step: 88200, lr: 0.000111, loss: 0.242204, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.31042 s, avg_samples: 256.0, ips: 824.69980 samples/s, eta: 3:16:02 [2025/07/20 21:39:01] openrec INFO: cur metric, acc: 0.955987857400679, norm_edit_dis: 0.9875950239361142, num_samples: 7248, fps: 1846.2980918160588 [2025/07/20 21:39:01] openrec INFO: best metric, acc: 0.9588852083900591, norm_edit_dis: 0.9882525230903082, num_samples: 7248, fps: 2710.9890398703874, best_epoch: 27 [2025/07/20 21:39:02] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 21:39:02] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_28.pth [2025/07/20 21:39:06] openrec INFO: epoch: [29/40], global_step: 88210, lr: 0.000111, loss: 0.259432, avg_reader_cost: 0.76144 s, avg_batch_cost: 1.06178 s, avg_samples: 256.0, ips: 241.10460 samples/s, eta: 3:16:02 [2025/07/20 21:39:09] openrec INFO: epoch: [29/40], global_step: 88220, lr: 0.000111, loss: 0.222493, avg_reader_cost: 0.00887 s, avg_batch_cost: 0.30307 s, avg_samples: 256.0, ips: 844.70118 samples/s, eta: 3:15:59 [2025/07/20 21:39:13] openrec INFO: epoch: [29/40], global_step: 88230, lr: 0.000110, loss: 0.225145, avg_reader_cost: 0.00874 s, avg_batch_cost: 0.31118 s, avg_samples: 256.0, ips: 822.68659 samples/s, eta: 3:15:56 [2025/07/20 21:39:16] openrec INFO: epoch: [29/40], global_step: 88240, lr: 0.000110, loss: 0.254763, avg_reader_cost: 0.00833 s, avg_batch_cost: 0.30386 s, avg_samples: 256.0, ips: 842.50463 samples/s, eta: 3:15:52 [2025/07/20 21:39:19] openrec INFO: epoch: [29/40], global_step: 88250, lr: 0.000110, loss: 0.218377, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.30028 s, avg_samples: 256.0, ips: 852.54203 samples/s, eta: 3:15:49 [2025/07/20 21:39:22] openrec INFO: epoch: [29/40], global_step: 88260, lr: 0.000110, loss: 0.220605, avg_reader_cost: 0.00844 s, avg_batch_cost: 0.30323 s, avg_samples: 256.0, ips: 844.23953 samples/s, eta: 3:15:46 [2025/07/20 21:39:25] openrec INFO: epoch: [29/40], global_step: 88270, lr: 0.000110, loss: 0.213987, avg_reader_cost: 0.00963 s, 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[29/40], global_step: 88320, lr: 0.000110, loss: 0.241770, avg_reader_cost: 0.00696 s, avg_batch_cost: 0.30587 s, avg_samples: 256.0, ips: 836.95098 samples/s, eta: 3:15:27 [2025/07/20 21:39:43] openrec INFO: epoch: [29/40], global_step: 88330, lr: 0.000110, loss: 0.198041, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.30793 s, avg_samples: 256.0, ips: 831.36468 samples/s, eta: 3:15:24 [2025/07/20 21:39:46] openrec INFO: epoch: [29/40], global_step: 88340, lr: 0.000110, loss: 0.201960, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.30732 s, avg_samples: 256.0, ips: 833.01628 samples/s, eta: 3:15:21 [2025/07/20 21:39:49] openrec INFO: epoch: [29/40], global_step: 88350, lr: 0.000110, loss: 0.228807, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.30814 s, avg_samples: 256.0, ips: 830.78865 samples/s, eta: 3:15:18 [2025/07/20 21:39:52] openrec INFO: epoch: [29/40], global_step: 88360, lr: 0.000110, loss: 0.255901, avg_reader_cost: 0.00652 s, avg_batch_cost: 0.30729 s, avg_samples: 256.0, 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0.30666 s, avg_samples: 256.0, ips: 834.78970 samples/s, eta: 3:06:51 [2025/07/20 21:48:22] openrec INFO: epoch: [29/40], global_step: 89990, lr: 0.000101, loss: 0.215626, avg_reader_cost: 0.00694 s, avg_batch_cost: 0.30631 s, avg_samples: 256.0, ips: 835.76273 samples/s, eta: 3:06:48 [2025/07/20 21:48:25] openrec INFO: epoch: [29/40], global_step: 90000, lr: 0.000101, loss: 0.211257, avg_reader_cost: 0.00670 s, avg_batch_cost: 0.30159 s, avg_samples: 256.0, ips: 848.82843 samples/s, eta: 3:06:45 [2025/07/20 21:48:29] openrec INFO: cur metric, acc: 0.9590231774847915, norm_edit_dis: 0.9884314818314616, num_samples: 7248, fps: 2695.625487867683 [2025/07/20 21:48:29] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 21:48:29] openrec INFO: best metric, acc: 0.9590231774847915, norm_edit_dis: 0.9884314818314616, num_samples: 7248, fps: 2695.625487867683, best_epoch: 29 [2025/07/20 21:48:30] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/iter_latest.pth [2025/07/20 21:48:33] openrec INFO: epoch: [29/40], global_step: 90010, lr: 0.000101, loss: 0.224370, avg_reader_cost: 0.46210 s, avg_batch_cost: 0.75466 s, avg_samples: 256.0, ips: 339.22649 samples/s, eta: 3:06:44 [2025/07/20 21:48:36] openrec INFO: epoch: [29/40], global_step: 90020, lr: 0.000101, loss: 0.241949, avg_reader_cost: 0.00745 s, avg_batch_cost: 0.30390 s, avg_samples: 256.0, ips: 842.38467 samples/s, eta: 3:06:40 [2025/07/20 21:48:39] openrec INFO: epoch: [29/40], global_step: 90030, lr: 0.000101, loss: 0.224588, avg_reader_cost: 0.00936 s, avg_batch_cost: 0.30255 s, avg_samples: 256.0, ips: 846.13732 samples/s, eta: 3:06:37 [2025/07/20 21:48:42] openrec INFO: epoch: [29/40], global_step: 90040, lr: 0.000101, loss: 0.234471, avg_reader_cost: 0.00721 s, avg_batch_cost: 0.30669 s, avg_samples: 256.0, ips: 834.71793 samples/s, eta: 3:06:34 [2025/07/20 21:48:45] openrec INFO: epoch: [29/40], global_step: 90050, lr: 0.000101, loss: 0.227369, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.30562 s, avg_samples: 256.0, ips: 837.64112 samples/s, eta: 3:06:31 [2025/07/20 21:48:48] openrec INFO: epoch: [29/40], global_step: 90060, lr: 0.000101, loss: 0.225494, avg_reader_cost: 0.00806 s, avg_batch_cost: 0.30739 s, avg_samples: 256.0, ips: 832.80636 samples/s, eta: 3:06:28 [2025/07/20 21:48:51] openrec INFO: epoch: [29/40], global_step: 90070, lr: 0.000101, loss: 0.245288, avg_reader_cost: 0.00753 s, avg_batch_cost: 0.30607 s, avg_samples: 256.0, ips: 836.39989 samples/s, eta: 3:06:25 [2025/07/20 21:48:54] openrec INFO: epoch: [29/40], global_step: 90080, lr: 0.000101, loss: 0.218713, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.29973 s, avg_samples: 256.0, ips: 854.09077 samples/s, eta: 3:06:22 [2025/07/20 21:48:57] openrec INFO: epoch: [29/40], global_step: 90090, lr: 0.000101, loss: 0.206020, avg_reader_cost: 0.00826 s, avg_batch_cost: 0.30787 s, avg_samples: 256.0, ips: 831.52274 samples/s, eta: 3:06:18 [2025/07/20 21:49:00] openrec INFO: epoch: [29/40], global_step: 90100, lr: 0.000101, loss: 0.219423, avg_reader_cost: 0.00669 s, avg_batch_cost: 0.30435 s, avg_samples: 256.0, ips: 841.14543 samples/s, eta: 3:06:15 [2025/07/20 21:49:03] openrec INFO: epoch: [29/40], global_step: 90110, lr: 0.000101, loss: 0.258433, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30473 s, avg_samples: 256.0, ips: 840.08029 samples/s, eta: 3:06:12 [2025/07/20 21:49:06] openrec INFO: epoch: [29/40], global_step: 90120, lr: 0.000100, loss: 0.259082, avg_reader_cost: 0.00713 s, avg_batch_cost: 0.30906 s, avg_samples: 256.0, ips: 828.31633 samples/s, eta: 3:06:09 [2025/07/20 21:49:09] openrec INFO: epoch: [29/40], global_step: 90130, lr: 0.000100, loss: 0.275629, avg_reader_cost: 0.00803 s, avg_batch_cost: 0.30833 s, avg_samples: 256.0, ips: 830.28942 samples/s, eta: 3:06:06 [2025/07/20 21:49:13] openrec INFO: epoch: [29/40], global_step: 90140, lr: 0.000100, loss: 0.276279, avg_reader_cost: 0.00704 s, avg_batch_cost: 0.30531 s, avg_samples: 256.0, ips: 838.50509 samples/s, eta: 3:06:03 [2025/07/20 21:49:16] openrec INFO: epoch: [29/40], global_step: 90150, lr: 0.000100, loss: 0.284418, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.30586 s, avg_samples: 256.0, ips: 836.97369 samples/s, eta: 3:06:00 [2025/07/20 21:49:19] openrec INFO: epoch: [29/40], global_step: 90160, lr: 0.000100, loss: 0.246926, avg_reader_cost: 0.00751 s, avg_batch_cost: 0.30527 s, avg_samples: 256.0, ips: 838.59383 samples/s, eta: 3:05:57 [2025/07/20 21:49:22] openrec INFO: epoch: [29/40], global_step: 90170, lr: 0.000100, loss: 0.219423, avg_reader_cost: 0.00723 s, avg_batch_cost: 0.30415 s, avg_samples: 256.0, ips: 841.69844 samples/s, eta: 3:05:53 [2025/07/20 21:49:25] openrec INFO: epoch: [29/40], global_step: 90180, lr: 0.000100, loss: 0.225541, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.30754 s, avg_samples: 256.0, 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21:49:56] openrec INFO: epoch: [29/40], global_step: 90280, lr: 0.000100, loss: 0.246532, avg_reader_cost: 0.00699 s, avg_batch_cost: 0.30653 s, avg_samples: 256.0, ips: 835.16734 samples/s, eta: 3:05:19 [2025/07/20 21:49:59] openrec INFO: epoch: [29/40], global_step: 90290, lr: 0.000100, loss: 0.229602, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.30893 s, avg_samples: 256.0, ips: 828.65379 samples/s, eta: 3:05:16 [2025/07/20 21:50:02] openrec INFO: epoch: [29/40], global_step: 90300, lr: 0.000100, loss: 0.244711, avg_reader_cost: 0.00683 s, avg_batch_cost: 0.30580 s, avg_samples: 256.0, ips: 837.15953 samples/s, eta: 3:05:13 [2025/07/20 21:50:05] openrec INFO: epoch: [29/40], global_step: 90310, lr: 0.000099, loss: 0.228252, avg_reader_cost: 0.00723 s, avg_batch_cost: 0.30226 s, avg_samples: 256.0, ips: 846.95845 samples/s, eta: 3:05:10 [2025/07/20 21:50:08] openrec INFO: epoch: [29/40], global_step: 90320, lr: 0.000099, loss: 0.224391, avg_reader_cost: 0.00741 s, avg_batch_cost: 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90370, lr: 0.000099, loss: 0.233708, avg_reader_cost: 0.00770 s, avg_batch_cost: 0.30477 s, avg_samples: 256.0, ips: 839.97475 samples/s, eta: 3:04:51 [2025/07/20 21:50:26] openrec INFO: epoch: [29/40], global_step: 90380, lr: 0.000099, loss: 0.250805, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.30947 s, avg_samples: 256.0, ips: 827.22459 samples/s, eta: 3:04:48 [2025/07/20 21:50:29] openrec INFO: epoch: [29/40], global_step: 90390, lr: 0.000099, loss: 0.298651, avg_reader_cost: 0.00661 s, avg_batch_cost: 0.30967 s, avg_samples: 256.0, ips: 826.67751 samples/s, eta: 3:04:44 [2025/07/20 21:50:32] openrec INFO: epoch: [29/40], global_step: 90400, lr: 0.000099, loss: 0.257808, avg_reader_cost: 0.00688 s, avg_batch_cost: 0.30575 s, avg_samples: 256.0, ips: 837.28174 samples/s, eta: 3:04:41 [2025/07/20 21:50:35] openrec INFO: epoch: [29/40], global_step: 90410, lr: 0.000099, loss: 0.236363, avg_reader_cost: 0.00785 s, avg_batch_cost: 0.30740 s, avg_samples: 256.0, ips: 832.79306 samples/s, eta: 3:04:38 [2025/07/20 21:50:38] openrec INFO: epoch: [29/40], global_step: 90420, lr: 0.000099, loss: 0.224658, avg_reader_cost: 0.00743 s, avg_batch_cost: 0.30538 s, avg_samples: 256.0, ips: 838.30097 samples/s, eta: 3:04:35 [2025/07/20 21:50:42] openrec INFO: epoch: [29/40], global_step: 90430, lr: 0.000099, loss: 0.209033, avg_reader_cost: 0.00742 s, avg_batch_cost: 0.30802 s, avg_samples: 256.0, ips: 831.12099 samples/s, eta: 3:04:32 [2025/07/20 21:50:45] openrec INFO: epoch: [29/40], global_step: 90440, lr: 0.000099, loss: 0.227758, avg_reader_cost: 0.00694 s, avg_batch_cost: 0.30558 s, avg_samples: 256.0, ips: 837.74777 samples/s, eta: 3:04:29 [2025/07/20 21:50:48] openrec INFO: epoch: [29/40], global_step: 90450, lr: 0.000099, loss: 0.229653, avg_reader_cost: 0.00714 s, avg_batch_cost: 0.30685 s, avg_samples: 256.0, ips: 834.28715 samples/s, eta: 3:04:26 [2025/07/20 21:50:51] openrec INFO: epoch: [29/40], global_step: 90460, lr: 0.000099, loss: 0.239240, avg_reader_cost: 0.00874 s, avg_batch_cost: 0.30692 s, avg_samples: 256.0, ips: 834.08825 samples/s, eta: 3:04:23 [2025/07/20 21:50:54] openrec INFO: epoch: [29/40], global_step: 90470, lr: 0.000099, loss: 0.252897, avg_reader_cost: 0.00816 s, avg_batch_cost: 0.30512 s, avg_samples: 256.0, ips: 839.02533 samples/s, eta: 3:04:19 [2025/07/20 21:50:57] openrec INFO: epoch: [29/40], global_step: 90480, lr: 0.000099, loss: 0.222457, avg_reader_cost: 0.00676 s, avg_batch_cost: 0.30708 s, avg_samples: 256.0, ips: 833.65780 samples/s, eta: 3:04:16 [2025/07/20 21:51:00] openrec INFO: epoch: [29/40], global_step: 90490, lr: 0.000099, loss: 0.242723, avg_reader_cost: 0.00819 s, avg_batch_cost: 0.30621 s, avg_samples: 256.0, ips: 836.03962 samples/s, eta: 3:04:13 [2025/07/20 21:51:03] openrec INFO: epoch: [29/40], global_step: 90500, lr: 0.000099, loss: 0.307470, avg_reader_cost: 0.00684 s, avg_batch_cost: 0.30334 s, avg_samples: 256.0, ips: 843.94159 samples/s, eta: 3:04:10 [2025/07/20 21:51:06] openrec INFO: cur metric, acc: 0.9591611465795239, norm_edit_dis: 0.988342336449273, num_samples: 7248, fps: 2706.257924357315 [2025/07/20 21:51:07] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 21:51:07] openrec INFO: best metric, acc: 0.9591611465795239, norm_edit_dis: 0.988342336449273, num_samples: 7248, fps: 2706.257924357315, best_epoch: 29 [2025/07/20 21:51:10] openrec INFO: epoch: [29/40], global_step: 90510, lr: 0.000098, loss: 0.238086, avg_reader_cost: 0.37788 s, avg_batch_cost: 0.67307 s, avg_samples: 256.0, ips: 380.34755 samples/s, eta: 3:04:08 [2025/07/20 21:51:13] openrec INFO: epoch: [29/40], global_step: 90520, lr: 0.000098, loss: 0.224399, avg_reader_cost: 0.00831 s, avg_batch_cost: 0.30455 s, avg_samples: 256.0, ips: 840.57985 samples/s, eta: 3:04:05 [2025/07/20 21:51:16] openrec INFO: epoch: [29/40], global_step: 90530, lr: 0.000098, loss: 0.232575, avg_reader_cost: 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[2025/07/20 21:52:14] openrec INFO: epoch: [29/40], global_step: 90720, lr: 0.000097, loss: 0.228946, avg_reader_cost: 0.00672 s, avg_batch_cost: 0.30145 s, avg_samples: 256.0, ips: 849.22459 samples/s, eta: 3:03:02 [2025/07/20 21:52:17] openrec INFO: epoch: [29/40], global_step: 90730, lr: 0.000097, loss: 0.245490, avg_reader_cost: 0.00683 s, avg_batch_cost: 0.30448 s, avg_samples: 256.0, ips: 840.77718 samples/s, eta: 3:02:59 [2025/07/20 21:52:20] openrec INFO: epoch: [29/40], global_step: 90740, lr: 0.000097, loss: 0.250218, avg_reader_cost: 0.00721 s, avg_batch_cost: 0.30538 s, avg_samples: 256.0, ips: 838.30176 samples/s, eta: 3:02:56 [2025/07/20 21:52:23] openrec INFO: epoch: [29/40], global_step: 90750, lr: 0.000097, loss: 0.244493, avg_reader_cost: 0.00653 s, avg_batch_cost: 0.30651 s, avg_samples: 256.0, ips: 835.20852 samples/s, eta: 3:02:53 [2025/07/20 21:52:26] openrec INFO: epoch: [29/40], global_step: 90760, lr: 0.000097, loss: 0.209064, avg_reader_cost: 0.00666 s, 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[29/40], global_step: 91350, lr: 0.000094, loss: 0.241978, avg_reader_cost: 0.00715 s, avg_batch_cost: 0.30665 s, avg_samples: 256.0, ips: 834.84026 samples/s, eta: 2:59:46 [2025/07/20 21:55:36] openrec INFO: cur metric, acc: 0.9573675483480029, norm_edit_dis: 0.9876340876304534, num_samples: 7248, fps: 1715.668165227063 [2025/07/20 21:55:36] openrec INFO: best metric, acc: 0.9591611465795239, norm_edit_dis: 0.988342336449273, num_samples: 7248, fps: 2706.257924357315, best_epoch: 29 [2025/07/20 21:55:37] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 21:55:37] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_29.pth [2025/07/20 21:55:42] openrec INFO: epoch: [30/40], global_step: 91360, lr: 0.000094, loss: 0.242542, avg_reader_cost: 0.81874 s, avg_batch_cost: 1.11911 s, avg_samples: 256.0, ips: 228.75243 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openrec INFO: epoch: [30/40], global_step: 91460, lr: 0.000094, loss: 0.215961, avg_reader_cost: 0.00805 s, avg_batch_cost: 0.30568 s, avg_samples: 256.0, ips: 837.47863 samples/s, eta: 2:59:15 [2025/07/20 21:56:16] openrec INFO: epoch: [30/40], global_step: 91470, lr: 0.000094, loss: 0.229331, avg_reader_cost: 0.00634 s, avg_batch_cost: 0.30652 s, avg_samples: 256.0, ips: 835.18286 samples/s, eta: 2:59:12 [2025/07/20 21:56:19] openrec INFO: epoch: [30/40], global_step: 91480, lr: 0.000094, loss: 0.316564, avg_reader_cost: 0.00646 s, avg_batch_cost: 0.30101 s, avg_samples: 256.0, ips: 850.47099 samples/s, eta: 2:59:09 [2025/07/20 21:56:22] openrec INFO: epoch: [30/40], global_step: 91490, lr: 0.000093, loss: 0.314972, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.30073 s, avg_samples: 256.0, ips: 851.24934 samples/s, eta: 2:59:06 [2025/07/20 21:56:25] openrec INFO: epoch: [30/40], global_step: 91500, lr: 0.000093, loss: 0.248530, avg_reader_cost: 0.00676 s, avg_batch_cost: 0.30693 s, 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openrec INFO: epoch: [30/40], global_step: 91630, lr: 0.000093, loss: 0.236544, avg_reader_cost: 0.00743 s, avg_batch_cost: 0.30727 s, avg_samples: 256.0, ips: 833.14219 samples/s, eta: 2:58:23 [2025/07/20 21:57:11] openrec INFO: epoch: [30/40], global_step: 91640, lr: 0.000093, loss: 0.235680, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30689 s, avg_samples: 256.0, ips: 834.16633 samples/s, eta: 2:58:20 [2025/07/20 21:57:14] openrec INFO: epoch: [30/40], global_step: 91650, lr: 0.000093, loss: 0.227740, avg_reader_cost: 0.00799 s, avg_batch_cost: 0.30480 s, avg_samples: 256.0, ips: 839.89886 samples/s, eta: 2:58:17 [2025/07/20 21:57:17] openrec INFO: epoch: [30/40], global_step: 91660, lr: 0.000093, loss: 0.220101, avg_reader_cost: 0.00903 s, avg_batch_cost: 0.30882 s, avg_samples: 256.0, ips: 828.95133 samples/s, eta: 2:58:14 [2025/07/20 21:57:20] openrec INFO: epoch: [30/40], global_step: 91670, lr: 0.000093, loss: 0.226875, avg_reader_cost: 0.00864 s, avg_batch_cost: 0.30781 s, 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[30/40], global_step: 92030, lr: 0.000091, loss: 0.249504, avg_reader_cost: 0.00663 s, avg_batch_cost: 0.30577 s, avg_samples: 256.0, ips: 837.22266 samples/s, eta: 2:56:19 [2025/07/20 21:59:17] openrec INFO: epoch: [30/40], global_step: 92040, lr: 0.000091, loss: 0.291859, avg_reader_cost: 0.00786 s, avg_batch_cost: 0.30621 s, avg_samples: 256.0, ips: 836.03578 samples/s, eta: 2:56:16 [2025/07/20 21:59:20] openrec INFO: epoch: [30/40], global_step: 92050, lr: 0.000091, loss: 0.285477, avg_reader_cost: 0.00649 s, avg_batch_cost: 0.30368 s, avg_samples: 256.0, ips: 842.99338 samples/s, eta: 2:56:13 [2025/07/20 21:59:23] openrec INFO: epoch: [30/40], global_step: 92060, lr: 0.000091, loss: 0.262153, avg_reader_cost: 0.00701 s, avg_batch_cost: 0.30648 s, avg_samples: 256.0, ips: 835.28786 samples/s, eta: 2:56:09 [2025/07/20 21:59:26] openrec INFO: epoch: [30/40], global_step: 92070, lr: 0.000091, loss: 0.286224, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.30925 s, avg_samples: 256.0, 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openrec INFO: epoch: [30/40], global_step: 92400, lr: 0.000089, loss: 0.232669, avg_reader_cost: 0.00755 s, avg_batch_cost: 0.30360 s, avg_samples: 256.0, ips: 843.21118 samples/s, eta: 2:54:23 [2025/07/20 22:01:11] openrec INFO: epoch: [30/40], global_step: 92410, lr: 0.000089, loss: 0.246114, avg_reader_cost: 0.00696 s, avg_batch_cost: 0.30824 s, avg_samples: 256.0, ips: 830.52133 samples/s, eta: 2:54:20 [2025/07/20 22:01:14] openrec INFO: epoch: [30/40], global_step: 92420, lr: 0.000089, loss: 0.242005, avg_reader_cost: 0.00747 s, avg_batch_cost: 0.30335 s, avg_samples: 256.0, ips: 843.92129 samples/s, eta: 2:54:17 [2025/07/20 22:01:17] openrec INFO: epoch: [30/40], global_step: 92430, lr: 0.000089, loss: 0.199887, avg_reader_cost: 0.00681 s, avg_batch_cost: 0.30282 s, avg_samples: 256.0, ips: 845.38706 samples/s, eta: 2:54:13 [2025/07/20 22:01:20] openrec INFO: epoch: [30/40], global_step: 92440, lr: 0.000089, loss: 0.213081, avg_reader_cost: 0.00780 s, avg_batch_cost: 0.30883 s, 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openrec INFO: epoch: [30/40], global_step: 94050, lr: 0.000081, loss: 0.216764, avg_reader_cost: 0.00883 s, avg_batch_cost: 0.30578 s, avg_samples: 256.0, ips: 837.20634 samples/s, eta: 2:45:50 [2025/07/20 22:09:50] openrec INFO: epoch: [30/40], global_step: 94060, lr: 0.000081, loss: 0.224191, avg_reader_cost: 0.00685 s, avg_batch_cost: 0.30382 s, avg_samples: 256.0, ips: 842.59990 samples/s, eta: 2:45:47 [2025/07/20 22:09:53] openrec INFO: epoch: [30/40], global_step: 94070, lr: 0.000081, loss: 0.205823, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30452 s, avg_samples: 256.0, ips: 840.67824 samples/s, eta: 2:45:44 [2025/07/20 22:09:56] openrec INFO: epoch: [30/40], global_step: 94080, lr: 0.000081, loss: 0.276274, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30631 s, avg_samples: 256.0, ips: 835.76585 samples/s, eta: 2:45:41 [2025/07/20 22:09:59] openrec INFO: epoch: [30/40], global_step: 94090, lr: 0.000081, loss: 0.273126, avg_reader_cost: 0.00816 s, avg_batch_cost: 0.30467 s, 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0.000080, loss: 0.253168, avg_reader_cost: 0.00896 s, avg_batch_cost: 0.30639 s, avg_samples: 256.0, ips: 835.53602 samples/s, eta: 2:45:22 [2025/07/20 22:10:17] openrec INFO: epoch: [30/40], global_step: 94150, lr: 0.000080, loss: 0.241657, avg_reader_cost: 0.00710 s, avg_batch_cost: 0.30685 s, avg_samples: 256.0, ips: 834.27989 samples/s, eta: 2:45:19 [2025/07/20 22:10:20] openrec INFO: epoch: [30/40], global_step: 94160, lr: 0.000080, loss: 0.277494, avg_reader_cost: 0.00756 s, avg_batch_cost: 0.30373 s, avg_samples: 256.0, ips: 842.85157 samples/s, eta: 2:45:16 [2025/07/20 22:10:23] openrec INFO: epoch: [30/40], global_step: 94170, lr: 0.000080, loss: 0.276801, avg_reader_cost: 0.00698 s, avg_batch_cost: 0.30841 s, avg_samples: 256.0, ips: 830.07145 samples/s, eta: 2:45:13 [2025/07/20 22:10:26] openrec INFO: epoch: [30/40], global_step: 94180, lr: 0.000080, loss: 0.236533, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.30624 s, avg_samples: 256.0, ips: 835.95130 samples/s, eta: 2:45:10 [2025/07/20 22:10:30] openrec INFO: epoch: [30/40], global_step: 94190, lr: 0.000080, loss: 0.251661, avg_reader_cost: 0.00731 s, avg_batch_cost: 0.30913 s, avg_samples: 256.0, ips: 828.12960 samples/s, eta: 2:45:07 [2025/07/20 22:10:33] openrec INFO: epoch: [30/40], global_step: 94200, lr: 0.000080, loss: 0.249053, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.30954 s, avg_samples: 256.0, ips: 827.02861 samples/s, eta: 2:45:03 [2025/07/20 22:10:36] openrec INFO: epoch: [30/40], global_step: 94210, lr: 0.000080, loss: 0.244004, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30312 s, avg_samples: 256.0, ips: 844.56093 samples/s, eta: 2:45:00 [2025/07/20 22:10:39] openrec INFO: epoch: [30/40], global_step: 94220, lr: 0.000080, loss: 0.258683, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.30456 s, avg_samples: 256.0, ips: 840.56656 samples/s, eta: 2:44:57 [2025/07/20 22:10:42] openrec INFO: epoch: [30/40], global_step: 94230, lr: 0.000080, loss: 0.255987, avg_reader_cost: 0.00753 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[30/40], global_step: 94280, lr: 0.000080, loss: 0.212367, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.30870 s, avg_samples: 256.0, ips: 829.27477 samples/s, eta: 2:44:38 [2025/07/20 22:11:00] openrec INFO: epoch: [30/40], global_step: 94290, lr: 0.000080, loss: 0.215038, avg_reader_cost: 0.00719 s, avg_batch_cost: 0.30431 s, avg_samples: 256.0, ips: 841.23486 samples/s, eta: 2:44:35 [2025/07/20 22:11:03] openrec INFO: epoch: [30/40], global_step: 94300, lr: 0.000080, loss: 0.233888, avg_reader_cost: 0.00724 s, avg_batch_cost: 0.30740 s, avg_samples: 256.0, ips: 832.79093 samples/s, eta: 2:44:32 [2025/07/20 22:11:06] openrec INFO: epoch: [30/40], global_step: 94310, lr: 0.000080, loss: 0.210354, avg_reader_cost: 0.00718 s, avg_batch_cost: 0.30595 s, avg_samples: 256.0, ips: 836.74006 samples/s, eta: 2:44:29 [2025/07/20 22:11:09] openrec INFO: epoch: [30/40], global_step: 94320, lr: 0.000080, loss: 0.187526, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.30597 s, avg_samples: 256.0, 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0.226738, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.30496 s, avg_samples: 256.0, ips: 839.45550 samples/s, eta: 2:44:10 [2025/07/20 22:11:28] openrec INFO: epoch: [30/40], global_step: 94380, lr: 0.000079, loss: 0.256801, avg_reader_cost: 0.00648 s, avg_batch_cost: 0.30201 s, avg_samples: 256.0, ips: 847.66104 samples/s, eta: 2:44:07 [2025/07/20 22:11:31] openrec INFO: epoch: [30/40], global_step: 94390, lr: 0.000079, loss: 0.253055, avg_reader_cost: 0.00686 s, avg_batch_cost: 0.30692 s, avg_samples: 256.0, ips: 834.09680 samples/s, eta: 2:44:04 [2025/07/20 22:11:34] openrec INFO: epoch: [30/40], global_step: 94400, lr: 0.000079, loss: 0.225387, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.30838 s, avg_samples: 256.0, ips: 830.14788 samples/s, eta: 2:44:01 [2025/07/20 22:11:37] openrec INFO: epoch: [30/40], global_step: 94410, lr: 0.000079, loss: 0.223820, avg_reader_cost: 0.00672 s, avg_batch_cost: 0.30319 s, avg_samples: 256.0, ips: 844.35312 samples/s, eta: 2:43:58 [2025/07/20 22:11:40] openrec INFO: epoch: [30/40], global_step: 94420, lr: 0.000079, loss: 0.231567, avg_reader_cost: 0.00694 s, avg_batch_cost: 0.30821 s, avg_samples: 256.0, ips: 830.60947 samples/s, eta: 2:43:54 [2025/07/20 22:11:43] openrec INFO: epoch: [30/40], global_step: 94430, lr: 0.000079, loss: 0.213328, avg_reader_cost: 0.00682 s, avg_batch_cost: 0.30524 s, avg_samples: 256.0, ips: 838.69011 samples/s, eta: 2:43:51 [2025/07/20 22:11:46] openrec INFO: epoch: [30/40], global_step: 94440, lr: 0.000079, loss: 0.238472, avg_reader_cost: 0.00649 s, avg_batch_cost: 0.30851 s, avg_samples: 256.0, ips: 829.80773 samples/s, eta: 2:43:48 [2025/07/20 22:11:49] openrec INFO: epoch: [30/40], global_step: 94450, lr: 0.000079, loss: 0.245069, avg_reader_cost: 0.00657 s, avg_batch_cost: 0.30642 s, avg_samples: 256.0, ips: 835.45846 samples/s, eta: 2:43:45 [2025/07/20 22:11:52] openrec INFO: epoch: [30/40], global_step: 94460, lr: 0.000079, loss: 0.251463, avg_reader_cost: 0.00821 s, avg_batch_cost: 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0.9581953629163972, norm_edit_dis: 0.9884190955787985, num_samples: 7248, fps: 1469.933873099701 [2025/07/20 22:12:10] openrec INFO: best metric, acc: 0.9591611465795239, norm_edit_dis: 0.988342336449273, num_samples: 7248, fps: 2706.257924357315, best_epoch: 29 [2025/07/20 22:12:14] openrec INFO: cur metric, acc: 0.9581953629163972, norm_edit_dis: 0.9884190955787985, num_samples: 7248, fps: 2735.268719098645 [2025/07/20 22:12:14] openrec INFO: best metric, acc: 0.9591611465795239, norm_edit_dis: 0.988342336449273, num_samples: 7248, fps: 2706.257924357315, best_epoch: 29 [2025/07/20 22:12:15] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 22:12:15] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_30.pth [2025/07/20 22:12:20] openrec INFO: epoch: [31/40], global_step: 94510, lr: 0.000079, loss: 0.233462, 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openrec INFO: epoch: [31/40], global_step: 95950, lr: 0.000072, loss: 0.186248, avg_reader_cost: 0.00983 s, avg_batch_cost: 0.30894 s, avg_samples: 256.0, ips: 828.63614 samples/s, eta: 2:36:02 [2025/07/20 22:19:52] openrec INFO: epoch: [31/40], global_step: 95960, lr: 0.000072, loss: 0.218535, avg_reader_cost: 0.00835 s, avg_batch_cost: 0.30896 s, avg_samples: 256.0, ips: 828.59688 samples/s, eta: 2:35:59 [2025/07/20 22:19:55] openrec INFO: epoch: [31/40], global_step: 95970, lr: 0.000072, loss: 0.212797, avg_reader_cost: 0.00635 s, avg_batch_cost: 0.30285 s, avg_samples: 256.0, ips: 845.29328 samples/s, eta: 2:35:55 [2025/07/20 22:19:59] openrec INFO: epoch: [31/40], global_step: 95980, lr: 0.000072, loss: 0.219865, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.30666 s, avg_samples: 256.0, ips: 834.79814 samples/s, eta: 2:35:52 [2025/07/20 22:20:02] openrec INFO: epoch: [31/40], global_step: 95990, lr: 0.000072, loss: 0.264426, avg_reader_cost: 0.00672 s, avg_batch_cost: 0.30266 s, 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openrec INFO: epoch: [31/40], global_step: 96120, lr: 0.000071, loss: 0.267192, avg_reader_cost: 0.00713 s, avg_batch_cost: 0.30641 s, avg_samples: 256.0, ips: 835.47647 samples/s, eta: 2:35:09 [2025/07/20 22:20:48] openrec INFO: epoch: [31/40], global_step: 96130, lr: 0.000071, loss: 0.259443, avg_reader_cost: 0.00758 s, avg_batch_cost: 0.30696 s, avg_samples: 256.0, ips: 833.98246 samples/s, eta: 2:35:06 [2025/07/20 22:20:51] openrec INFO: epoch: [31/40], global_step: 96140, lr: 0.000071, loss: 0.250556, avg_reader_cost: 0.00700 s, avg_batch_cost: 0.29984 s, avg_samples: 256.0, ips: 853.79772 samples/s, eta: 2:35:03 [2025/07/20 22:20:54] openrec INFO: epoch: [31/40], global_step: 96150, lr: 0.000071, loss: 0.222267, avg_reader_cost: 0.00701 s, avg_batch_cost: 0.30706 s, avg_samples: 256.0, ips: 833.70440 samples/s, eta: 2:35:00 [2025/07/20 22:20:57] openrec INFO: epoch: [31/40], global_step: 96160, lr: 0.000071, loss: 0.228518, avg_reader_cost: 0.00712 s, avg_batch_cost: 0.30072 s, 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[2025/07/20 22:25:53] openrec INFO: epoch: [31/40], global_step: 97100, lr: 0.000067, loss: 0.207606, avg_reader_cost: 0.00860 s, avg_batch_cost: 0.31028 s, avg_samples: 256.0, ips: 825.05023 samples/s, eta: 2:30:05 [2025/07/20 22:25:56] openrec INFO: epoch: [31/40], global_step: 97110, lr: 0.000067, loss: 0.193241, avg_reader_cost: 0.00833 s, avg_batch_cost: 0.30905 s, avg_samples: 256.0, ips: 828.33486 samples/s, eta: 2:30:02 [2025/07/20 22:25:59] openrec INFO: epoch: [31/40], global_step: 97120, lr: 0.000067, loss: 0.209228, avg_reader_cost: 0.01002 s, avg_batch_cost: 0.31011 s, avg_samples: 256.0, ips: 825.50199 samples/s, eta: 2:29:58 [2025/07/20 22:26:02] openrec INFO: epoch: [31/40], global_step: 97130, lr: 0.000067, loss: 0.212638, avg_reader_cost: 0.00696 s, avg_batch_cost: 0.31025 s, avg_samples: 256.0, ips: 825.14210 samples/s, eta: 2:29:55 [2025/07/20 22:26:06] openrec INFO: epoch: [31/40], global_step: 97140, lr: 0.000067, loss: 0.208384, avg_reader_cost: 0.00801 s, 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samples/s, eta: 2:28:12 [2025/07/20 22:27:47] openrec INFO: epoch: [31/40], global_step: 97470, lr: 0.000065, loss: 0.264904, avg_reader_cost: 0.00667 s, avg_batch_cost: 0.30359 s, avg_samples: 256.0, ips: 843.24223 samples/s, eta: 2:28:09 [2025/07/20 22:27:50] openrec INFO: epoch: [31/40], global_step: 97480, lr: 0.000065, loss: 0.251679, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.30615 s, avg_samples: 256.0, ips: 836.19360 samples/s, eta: 2:28:06 [2025/07/20 22:27:53] openrec INFO: epoch: [31/40], global_step: 97490, lr: 0.000065, loss: 0.208053, avg_reader_cost: 0.00706 s, avg_batch_cost: 0.30461 s, avg_samples: 256.0, ips: 840.42405 samples/s, eta: 2:28:03 [2025/07/20 22:27:56] openrec INFO: epoch: [31/40], global_step: 97500, lr: 0.000065, loss: 0.206189, avg_reader_cost: 0.00694 s, avg_batch_cost: 0.30706 s, avg_samples: 256.0, ips: 833.72641 samples/s, eta: 2:27:59 [2025/07/20 22:27:59] openrec INFO: cur metric, acc: 0.9590231774847915, norm_edit_dis: 0.9884151601716238, 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[31/40], global_step: 97590, lr: 0.000065, loss: 0.234207, avg_reader_cost: 0.00721 s, avg_batch_cost: 0.30518 s, avg_samples: 256.0, ips: 838.84717 samples/s, eta: 2:27:32 [2025/07/20 22:28:30] openrec INFO: epoch: [31/40], global_step: 97600, lr: 0.000065, loss: 0.226251, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.30267 s, avg_samples: 256.0, ips: 845.80992 samples/s, eta: 2:27:29 [2025/07/20 22:28:33] openrec INFO: epoch: [31/40], global_step: 97610, lr: 0.000065, loss: 0.226251, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.30853 s, avg_samples: 256.0, ips: 829.74482 samples/s, eta: 2:27:26 [2025/07/20 22:28:36] openrec INFO: epoch: [31/40], global_step: 97620, lr: 0.000065, loss: 0.207954, avg_reader_cost: 0.00735 s, avg_batch_cost: 0.30652 s, avg_samples: 256.0, ips: 835.18449 samples/s, eta: 2:27:23 [2025/07/20 22:28:39] openrec INFO: epoch: [31/40], global_step: 97630, lr: 0.000065, loss: 0.207019, avg_reader_cost: 0.00823 s, avg_batch_cost: 0.30864 s, avg_samples: 256.0, 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2:26:19 [2025/07/20 22:29:51] openrec INFO: epoch: [32/40], global_step: 97840, lr: 0.000064, loss: 0.229383, avg_reader_cost: 0.00703 s, avg_batch_cost: 0.30572 s, avg_samples: 256.0, ips: 837.36414 samples/s, eta: 2:26:16 [2025/07/20 22:29:55] openrec INFO: epoch: [32/40], global_step: 97850, lr: 0.000064, loss: 0.230282, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.30279 s, avg_samples: 256.0, ips: 845.47146 samples/s, eta: 2:26:13 [2025/07/20 22:29:58] openrec INFO: epoch: [32/40], global_step: 97860, lr: 0.000064, loss: 0.250367, avg_reader_cost: 0.00713 s, avg_batch_cost: 0.30632 s, avg_samples: 256.0, ips: 835.73496 samples/s, eta: 2:26:10 [2025/07/20 22:30:01] openrec INFO: epoch: [32/40], global_step: 97870, lr: 0.000064, loss: 0.245283, avg_reader_cost: 0.00734 s, avg_batch_cost: 0.30270 s, avg_samples: 256.0, ips: 845.72591 samples/s, eta: 2:26:07 [2025/07/20 22:30:04] openrec INFO: epoch: [32/40], global_step: 97880, lr: 0.000063, loss: 0.218838, avg_reader_cost: 0.00709 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[32/40], global_step: 97930, lr: 0.000063, loss: 0.299871, avg_reader_cost: 0.00727 s, avg_batch_cost: 0.30782 s, avg_samples: 256.0, ips: 831.65419 samples/s, eta: 2:25:48 [2025/07/20 22:30:22] openrec INFO: epoch: [32/40], global_step: 97940, lr: 0.000063, loss: 0.263210, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.30534 s, avg_samples: 256.0, ips: 838.40452 samples/s, eta: 2:25:45 [2025/07/20 22:30:25] openrec INFO: epoch: [32/40], global_step: 97950, lr: 0.000063, loss: 0.253874, avg_reader_cost: 0.00787 s, avg_batch_cost: 0.30534 s, avg_samples: 256.0, ips: 838.40852 samples/s, eta: 2:25:42 [2025/07/20 22:30:28] openrec INFO: epoch: [32/40], global_step: 97960, lr: 0.000063, loss: 0.253874, avg_reader_cost: 0.00684 s, avg_batch_cost: 0.30974 s, avg_samples: 256.0, ips: 826.48795 samples/s, eta: 2:25:39 [2025/07/20 22:30:31] openrec INFO: epoch: [32/40], global_step: 97970, lr: 0.000063, loss: 0.242307, avg_reader_cost: 0.00713 s, avg_batch_cost: 0.30908 s, avg_samples: 256.0, ips: 828.26713 samples/s, eta: 2:25:36 [2025/07/20 22:30:34] openrec INFO: epoch: [32/40], global_step: 97980, lr: 0.000063, loss: 0.246137, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.30549 s, avg_samples: 256.0, ips: 837.99367 samples/s, eta: 2:25:32 [2025/07/20 22:30:38] openrec INFO: epoch: [32/40], global_step: 97990, lr: 0.000063, loss: 0.228963, avg_reader_cost: 0.00870 s, avg_batch_cost: 0.30868 s, avg_samples: 256.0, ips: 829.32595 samples/s, eta: 2:25:29 [2025/07/20 22:30:41] openrec INFO: epoch: [32/40], global_step: 98000, lr: 0.000063, loss: 0.218356, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.30592 s, avg_samples: 256.0, ips: 836.83077 samples/s, eta: 2:25:26 [2025/07/20 22:30:44] openrec INFO: cur metric, acc: 0.959575053863721, norm_edit_dis: 0.9885918860776175, num_samples: 7248, fps: 2709.8003630559992 [2025/07/20 22:30:44] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 22:30:44] openrec INFO: best metric, acc: 0.959575053863721, norm_edit_dis: 0.9885918860776175, num_samples: 7248, fps: 2709.8003630559992, best_epoch: 32 [2025/07/20 22:30:47] openrec INFO: epoch: [32/40], global_step: 98010, lr: 0.000063, loss: 0.230044, avg_reader_cost: 0.38656 s, avg_batch_cost: 0.68288 s, avg_samples: 256.0, ips: 374.88315 samples/s, eta: 2:25:24 [2025/07/20 22:30:51] openrec INFO: epoch: [32/40], global_step: 98020, lr: 0.000063, loss: 0.207801, avg_reader_cost: 0.00892 s, avg_batch_cost: 0.30754 s, avg_samples: 256.0, ips: 832.40646 samples/s, eta: 2:25:21 [2025/07/20 22:30:54] openrec INFO: epoch: [32/40], global_step: 98030, lr: 0.000063, loss: 0.207801, avg_reader_cost: 0.00676 s, avg_batch_cost: 0.30089 s, avg_samples: 256.0, ips: 850.81198 samples/s, eta: 2:25:18 [2025/07/20 22:30:57] openrec INFO: epoch: [32/40], global_step: 98040, lr: 0.000063, loss: 0.231530, avg_reader_cost: 0.00776 s, avg_batch_cost: 0.30963 s, avg_samples: 256.0, ips: 826.78445 samples/s, eta: 2:25:15 [2025/07/20 22:31:00] openrec INFO: epoch: [32/40], global_step: 98050, lr: 0.000063, loss: 0.228962, avg_reader_cost: 0.00695 s, avg_batch_cost: 0.30429 s, avg_samples: 256.0, ips: 841.29734 samples/s, eta: 2:25:12 [2025/07/20 22:31:03] openrec INFO: epoch: [32/40], global_step: 98060, lr: 0.000063, loss: 0.213864, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.30748 s, avg_samples: 256.0, ips: 832.57208 samples/s, eta: 2:25:08 [2025/07/20 22:31:06] openrec INFO: epoch: [32/40], global_step: 98070, lr: 0.000063, loss: 0.234064, avg_reader_cost: 0.00686 s, avg_batch_cost: 0.30815 s, avg_samples: 256.0, ips: 830.77528 samples/s, eta: 2:25:05 [2025/07/20 22:31:09] openrec INFO: epoch: [32/40], global_step: 98080, lr: 0.000063, loss: 0.224225, avg_reader_cost: 0.00798 s, avg_batch_cost: 0.30884 s, avg_samples: 256.0, ips: 828.89592 samples/s, eta: 2:25:02 [2025/07/20 22:31:12] openrec INFO: epoch: [32/40], global_step: 98090, lr: 0.000063, loss: 0.205825, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.30402 s, avg_samples: 256.0, ips: 842.05139 samples/s, eta: 2:24:59 [2025/07/20 22:31:15] openrec INFO: epoch: [32/40], global_step: 98100, lr: 0.000063, loss: 0.197863, avg_reader_cost: 0.00805 s, avg_batch_cost: 0.30825 s, avg_samples: 256.0, ips: 830.50520 samples/s, eta: 2:24:56 [2025/07/20 22:31:18] openrec INFO: epoch: [32/40], global_step: 98110, lr: 0.000062, loss: 0.202114, avg_reader_cost: 0.00734 s, avg_batch_cost: 0.30884 s, avg_samples: 256.0, ips: 828.90046 samples/s, eta: 2:24:53 [2025/07/20 22:31:21] openrec INFO: epoch: [32/40], global_step: 98120, lr: 0.000062, loss: 0.217332, avg_reader_cost: 0.00663 s, avg_batch_cost: 0.30362 s, avg_samples: 256.0, ips: 843.16701 samples/s, eta: 2:24:50 [2025/07/20 22:31:24] openrec INFO: epoch: [32/40], global_step: 98130, lr: 0.000062, loss: 0.224013, avg_reader_cost: 0.00731 s, avg_batch_cost: 0.30498 s, avg_samples: 256.0, ips: 839.40038 samples/s, eta: 2:24:46 [2025/07/20 22:31:27] openrec INFO: epoch: [32/40], global_step: 98140, lr: 0.000062, loss: 0.235671, avg_reader_cost: 0.00711 s, avg_batch_cost: 0.30845 s, avg_samples: 256.0, ips: 829.95025 samples/s, eta: 2:24:43 [2025/07/20 22:31:31] openrec INFO: epoch: [32/40], global_step: 98150, lr: 0.000062, loss: 0.225357, avg_reader_cost: 0.00772 s, avg_batch_cost: 0.30841 s, avg_samples: 256.0, ips: 830.06452 samples/s, eta: 2:24:40 [2025/07/20 22:31:34] openrec INFO: epoch: [32/40], global_step: 98160, lr: 0.000062, loss: 0.230445, avg_reader_cost: 0.00705 s, avg_batch_cost: 0.30775 s, avg_samples: 256.0, ips: 831.83324 samples/s, eta: 2:24:37 [2025/07/20 22:31:37] openrec INFO: epoch: [32/40], global_step: 98170, lr: 0.000062, loss: 0.247908, avg_reader_cost: 0.00737 s, avg_batch_cost: 0.30502 s, avg_samples: 256.0, ips: 839.29645 samples/s, eta: 2:24:34 [2025/07/20 22:31:40] openrec INFO: epoch: [32/40], global_step: 98180, lr: 0.000062, loss: 0.235098, avg_reader_cost: 0.00712 s, avg_batch_cost: 0.30028 s, avg_samples: 256.0, ips: 852.52613 samples/s, eta: 2:24:31 [2025/07/20 22:31:43] openrec INFO: epoch: [32/40], global_step: 98190, lr: 0.000062, loss: 0.248862, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.30615 s, avg_samples: 256.0, ips: 836.18605 samples/s, eta: 2:24:28 [2025/07/20 22:31:46] openrec INFO: epoch: [32/40], global_step: 98200, lr: 0.000062, loss: 0.227144, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.30737 s, avg_samples: 256.0, ips: 832.86986 samples/s, eta: 2:24:25 [2025/07/20 22:31:49] openrec INFO: epoch: [32/40], global_step: 98210, lr: 0.000062, loss: 0.189352, avg_reader_cost: 0.00713 s, avg_batch_cost: 0.29843 s, avg_samples: 256.0, ips: 857.82668 samples/s, eta: 2:24:21 [2025/07/20 22:31:52] openrec INFO: epoch: [32/40], global_step: 98220, lr: 0.000062, loss: 0.210015, avg_reader_cost: 0.00808 s, avg_batch_cost: 0.30114 s, avg_samples: 256.0, ips: 850.10739 samples/s, eta: 2:24:18 [2025/07/20 22:31:55] openrec INFO: epoch: [32/40], global_step: 98230, lr: 0.000062, loss: 0.227831, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.30563 s, avg_samples: 256.0, ips: 837.62720 samples/s, eta: 2:24:15 [2025/07/20 22:31:58] openrec INFO: epoch: [32/40], global_step: 98240, lr: 0.000062, loss: 0.232753, avg_reader_cost: 0.00868 s, avg_batch_cost: 0.30426 s, avg_samples: 256.0, ips: 841.39359 samples/s, eta: 2:24:12 [2025/07/20 22:32:01] openrec INFO: epoch: [32/40], global_step: 98250, lr: 0.000062, loss: 0.227674, avg_reader_cost: 0.00726 s, avg_batch_cost: 0.30801 s, avg_samples: 256.0, ips: 831.13424 samples/s, eta: 2:24:09 [2025/07/20 22:32:04] openrec INFO: epoch: [32/40], global_step: 98260, lr: 0.000062, loss: 0.225911, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.30631 s, avg_samples: 256.0, ips: 835.75206 samples/s, eta: 2:24:06 [2025/07/20 22:32:07] openrec INFO: epoch: [32/40], global_step: 98270, lr: 0.000062, loss: 0.229160, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.30770 s, avg_samples: 256.0, ips: 831.97407 samples/s, eta: 2:24:03 [2025/07/20 22:32:10] openrec INFO: epoch: [32/40], global_step: 98280, lr: 0.000062, loss: 0.258368, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.30231 s, avg_samples: 256.0, ips: 846.80081 samples/s, eta: 2:23:59 [2025/07/20 22:32:13] openrec INFO: epoch: [32/40], global_step: 98290, lr: 0.000062, loss: 0.235640, avg_reader_cost: 0.00705 s, avg_batch_cost: 0.30791 s, avg_samples: 256.0, ips: 831.41644 samples/s, eta: 2:23:56 [2025/07/20 22:32:16] openrec INFO: epoch: [32/40], global_step: 98300, lr: 0.000062, loss: 0.256876, avg_reader_cost: 0.00753 s, avg_batch_cost: 0.30271 s, avg_samples: 256.0, ips: 845.68109 samples/s, eta: 2:23:53 [2025/07/20 22:32:19] openrec INFO: epoch: [32/40], global_step: 98310, lr: 0.000062, loss: 0.211380, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.30697 s, avg_samples: 256.0, ips: 833.95577 samples/s, eta: 2:23:50 [2025/07/20 22:32:22] openrec INFO: epoch: [32/40], global_step: 98320, lr: 0.000062, loss: 0.218977, avg_reader_cost: 0.00682 s, avg_batch_cost: 0.30466 s, avg_samples: 256.0, ips: 840.28719 samples/s, eta: 2:23:47 [2025/07/20 22:32:25] openrec INFO: epoch: [32/40], global_step: 98330, lr: 0.000062, loss: 0.243285, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.30398 s, avg_samples: 256.0, ips: 842.15758 samples/s, eta: 2:23:44 [2025/07/20 22:32:29] openrec INFO: epoch: [32/40], global_step: 98340, lr: 0.000062, loss: 0.210228, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30414 s, avg_samples: 256.0, ips: 841.70900 samples/s, eta: 2:23:41 [2025/07/20 22:32:32] openrec INFO: epoch: [32/40], global_step: 98350, lr: 0.000061, loss: 0.247320, avg_reader_cost: 0.00724 s, avg_batch_cost: 0.30798 s, avg_samples: 256.0, ips: 831.23043 samples/s, eta: 2:23:38 [2025/07/20 22:32:35] openrec INFO: epoch: [32/40], global_step: 98360, lr: 0.000061, loss: 0.233664, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.30303 s, avg_samples: 256.0, ips: 844.79934 samples/s, eta: 2:23:34 [2025/07/20 22:32:38] openrec INFO: epoch: [32/40], global_step: 98370, lr: 0.000061, loss: 0.231829, avg_reader_cost: 0.00706 s, avg_batch_cost: 0.30425 s, avg_samples: 256.0, ips: 841.41205 samples/s, eta: 2:23:31 [2025/07/20 22:32:41] openrec INFO: epoch: [32/40], global_step: 98380, lr: 0.000061, loss: 0.238278, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.31024 s, avg_samples: 256.0, ips: 825.16392 samples/s, eta: 2:23:28 [2025/07/20 22:32:44] openrec INFO: epoch: [32/40], global_step: 98390, lr: 0.000061, loss: 0.238278, avg_reader_cost: 0.00821 s, avg_batch_cost: 0.30500 s, avg_samples: 256.0, ips: 839.33640 samples/s, eta: 2:23:25 [2025/07/20 22:32:47] openrec INFO: epoch: [32/40], global_step: 98400, lr: 0.000061, loss: 0.236913, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.29798 s, avg_samples: 256.0, ips: 859.12700 samples/s, eta: 2:23:22 [2025/07/20 22:32:50] openrec INFO: epoch: [32/40], global_step: 98410, lr: 0.000061, loss: 0.225252, avg_reader_cost: 0.00663 s, avg_batch_cost: 0.30684 s, avg_samples: 256.0, ips: 834.30212 samples/s, eta: 2:23:19 [2025/07/20 22:32:53] openrec INFO: epoch: [32/40], global_step: 98420, lr: 0.000061, loss: 0.217548, avg_reader_cost: 0.00816 s, avg_batch_cost: 0.30845 s, avg_samples: 256.0, ips: 829.96045 samples/s, eta: 2:23:16 [2025/07/20 22:32:56] openrec INFO: epoch: [32/40], global_step: 98430, lr: 0.000061, loss: 0.245772, avg_reader_cost: 0.00656 s, avg_batch_cost: 0.30464 s, avg_samples: 256.0, ips: 840.32868 samples/s, eta: 2:23:12 [2025/07/20 22:32:59] openrec INFO: epoch: [32/40], global_step: 98440, lr: 0.000061, loss: 0.230688, avg_reader_cost: 0.00698 s, avg_batch_cost: 0.30534 s, avg_samples: 256.0, ips: 838.40367 samples/s, eta: 2:23:09 [2025/07/20 22:33:02] openrec INFO: epoch: [32/40], global_step: 98450, lr: 0.000061, loss: 0.227819, avg_reader_cost: 0.00709 s, avg_batch_cost: 0.30588 s, avg_samples: 256.0, ips: 836.93774 samples/s, eta: 2:23:06 [2025/07/20 22:33:05] openrec INFO: epoch: [32/40], global_step: 98460, lr: 0.000061, loss: 0.219612, avg_reader_cost: 0.00719 s, avg_batch_cost: 0.30605 s, avg_samples: 256.0, ips: 836.46114 samples/s, eta: 2:23:03 [2025/07/20 22:33:08] openrec INFO: epoch: [32/40], global_step: 98470, lr: 0.000061, loss: 0.213127, avg_reader_cost: 0.00712 s, avg_batch_cost: 0.30621 s, avg_samples: 256.0, ips: 836.01710 samples/s, eta: 2:23:00 [2025/07/20 22:33:11] openrec INFO: epoch: [32/40], global_step: 98480, lr: 0.000061, loss: 0.255056, avg_reader_cost: 0.00875 s, avg_batch_cost: 0.29823 s, avg_samples: 256.0, ips: 858.39066 samples/s, eta: 2:22:57 [2025/07/20 22:33:14] openrec INFO: epoch: [32/40], global_step: 98490, lr: 0.000061, loss: 0.242688, avg_reader_cost: 0.00723 s, avg_batch_cost: 0.30548 s, avg_samples: 256.0, ips: 838.02474 samples/s, eta: 2:22:54 [2025/07/20 22:33:17] openrec INFO: epoch: [32/40], global_step: 98500, lr: 0.000061, loss: 0.225368, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.30694 s, avg_samples: 256.0, ips: 834.04018 samples/s, eta: 2:22:50 [2025/07/20 22:33:21] openrec INFO: cur metric, acc: 0.9599889611479181, norm_edit_dis: 0.9883299025378497, num_samples: 7248, fps: 2724.4771470718447 [2025/07/20 22:33:21] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 22:33:21] openrec INFO: best metric, acc: 0.9599889611479181, norm_edit_dis: 0.9883299025378497, num_samples: 7248, fps: 2724.4771470718447, best_epoch: 32 [2025/07/20 22:33:24] openrec INFO: epoch: [32/40], global_step: 98510, lr: 0.000061, loss: 0.227792, avg_reader_cost: 0.38381 s, avg_batch_cost: 0.67693 s, avg_samples: 256.0, ips: 378.17994 samples/s, eta: 2:22:48 [2025/07/20 22:33:27] openrec INFO: epoch: [32/40], global_step: 98520, lr: 0.000061, loss: 0.255727, avg_reader_cost: 0.00731 s, avg_batch_cost: 0.30420 s, avg_samples: 256.0, ips: 841.54843 samples/s, eta: 2:22:45 [2025/07/20 22:33:30] openrec INFO: epoch: [32/40], global_step: 98530, lr: 0.000061, loss: 0.243037, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.29831 s, avg_samples: 256.0, ips: 858.16283 samples/s, eta: 2:22:42 [2025/07/20 22:33:33] openrec INFO: epoch: [32/40], global_step: 98540, lr: 0.000061, loss: 0.230897, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.30365 s, avg_samples: 256.0, ips: 843.07658 samples/s, eta: 2:22:39 [2025/07/20 22:33:36] openrec INFO: epoch: [32/40], global_step: 98550, lr: 0.000061, loss: 0.226558, avg_reader_cost: 0.00787 s, avg_batch_cost: 0.30574 s, avg_samples: 256.0, ips: 837.31210 samples/s, eta: 2:22:36 [2025/07/20 22:33:39] openrec INFO: epoch: [32/40], global_step: 98560, lr: 0.000061, loss: 0.235430, avg_reader_cost: 0.00849 s, avg_batch_cost: 0.30424 s, avg_samples: 256.0, ips: 841.43223 samples/s, eta: 2:22:33 [2025/07/20 22:33:43] openrec INFO: epoch: [32/40], global_step: 98570, lr: 0.000061, loss: 0.267800, avg_reader_cost: 0.00770 s, avg_batch_cost: 0.30303 s, avg_samples: 256.0, ips: 844.78864 samples/s, eta: 2:22:30 [2025/07/20 22:33:46] openrec INFO: epoch: [32/40], global_step: 98580, lr: 0.000060, loss: 0.264294, avg_reader_cost: 0.00709 s, avg_batch_cost: 0.30717 s, avg_samples: 256.0, ips: 833.40816 samples/s, eta: 2:22:26 [2025/07/20 22:33:49] openrec INFO: epoch: [32/40], global_step: 98590, lr: 0.000060, loss: 0.194592, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.30319 s, avg_samples: 256.0, ips: 844.34887 samples/s, eta: 2:22:23 [2025/07/20 22:33:52] openrec INFO: epoch: [32/40], global_step: 98600, lr: 0.000060, loss: 0.195150, avg_reader_cost: 0.00738 s, avg_batch_cost: 0.30649 s, avg_samples: 256.0, ips: 835.27636 samples/s, eta: 2:22:20 [2025/07/20 22:33:55] openrec INFO: epoch: [32/40], global_step: 98610, lr: 0.000060, loss: 0.226841, avg_reader_cost: 0.00727 s, avg_batch_cost: 0.30653 s, avg_samples: 256.0, ips: 835.16682 samples/s, eta: 2:22:17 [2025/07/20 22:33:58] openrec INFO: epoch: [32/40], global_step: 98620, lr: 0.000060, loss: 0.228616, avg_reader_cost: 0.00710 s, avg_batch_cost: 0.30732 s, 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2:21:46 [2025/07/20 22:34:28] openrec INFO: epoch: [32/40], global_step: 98720, lr: 0.000060, loss: 0.202790, avg_reader_cost: 0.00808 s, avg_batch_cost: 0.30388 s, avg_samples: 256.0, ips: 842.44137 samples/s, eta: 2:21:43 [2025/07/20 22:34:32] openrec INFO: epoch: [32/40], global_step: 98730, lr: 0.000060, loss: 0.175545, avg_reader_cost: 0.00771 s, avg_batch_cost: 0.30785 s, avg_samples: 256.0, ips: 831.57838 samples/s, eta: 2:21:39 [2025/07/20 22:34:35] openrec INFO: epoch: [32/40], global_step: 98740, lr: 0.000060, loss: 0.216303, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.30496 s, avg_samples: 256.0, ips: 839.45412 samples/s, eta: 2:21:36 [2025/07/20 22:34:38] openrec INFO: epoch: [32/40], global_step: 98750, lr: 0.000060, loss: 0.253964, avg_reader_cost: 0.00713 s, avg_batch_cost: 0.30015 s, avg_samples: 256.0, ips: 852.89614 samples/s, eta: 2:21:33 [2025/07/20 22:34:41] openrec INFO: epoch: [32/40], global_step: 98760, lr: 0.000060, loss: 0.244467, avg_reader_cost: 0.00768 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[32/40], global_step: 98810, lr: 0.000060, loss: 0.228182, avg_reader_cost: 0.00777 s, avg_batch_cost: 0.30520 s, avg_samples: 256.0, ips: 838.79874 samples/s, eta: 2:21:14 [2025/07/20 22:34:59] openrec INFO: epoch: [32/40], global_step: 98820, lr: 0.000059, loss: 0.228182, avg_reader_cost: 0.00785 s, avg_batch_cost: 0.30379 s, avg_samples: 256.0, ips: 842.67959 samples/s, eta: 2:21:11 [2025/07/20 22:35:02] openrec INFO: epoch: [32/40], global_step: 98830, lr: 0.000059, loss: 0.247556, avg_reader_cost: 0.01347 s, avg_batch_cost: 0.32842 s, avg_samples: 256.0, ips: 779.49156 samples/s, eta: 2:21:08 [2025/07/20 22:35:07] openrec INFO: epoch: [32/40], global_step: 98840, lr: 0.000059, loss: 0.274779, avg_reader_cost: 0.01200 s, avg_batch_cost: 0.41240 s, avg_samples: 256.0, ips: 620.75643 samples/s, eta: 2:21:05 [2025/07/20 22:35:10] openrec INFO: epoch: [32/40], global_step: 98850, lr: 0.000059, loss: 0.227074, avg_reader_cost: 0.00758 s, avg_batch_cost: 0.31004 s, avg_samples: 256.0, 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[2025/07/20 22:42:39] openrec INFO: epoch: [32/40], global_step: 100280, lr: 0.000054, loss: 0.305024, avg_reader_cost: 0.00738 s, avg_batch_cost: 0.30077 s, avg_samples: 256.0, ips: 851.15939 samples/s, eta: 2:13:37 [2025/07/20 22:42:42] openrec INFO: epoch: [32/40], global_step: 100290, lr: 0.000053, loss: 0.272900, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.30230 s, avg_samples: 256.0, ips: 846.84917 samples/s, eta: 2:13:34 [2025/07/20 22:42:45] openrec INFO: epoch: [32/40], global_step: 100300, lr: 0.000053, loss: 0.225640, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.30425 s, avg_samples: 256.0, ips: 841.42076 samples/s, eta: 2:13:31 [2025/07/20 22:42:48] openrec INFO: epoch: [32/40], global_step: 100310, lr: 0.000053, loss: 0.233512, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30454 s, avg_samples: 256.0, ips: 840.61229 samples/s, eta: 2:13:28 [2025/07/20 22:42:52] openrec INFO: epoch: [32/40], global_step: 100320, lr: 0.000053, loss: 0.232953, avg_reader_cost: 0.00871 s, 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[2025/07/20 22:43:50] openrec INFO: cur metric, acc: 0.9591611465795239, norm_edit_dis: 0.9882482155842804, num_samples: 7248, fps: 2727.4391883368735 [2025/07/20 22:43:50] openrec INFO: best metric, acc: 0.9599889611479181, norm_edit_dis: 0.9883299025378497, num_samples: 7248, fps: 2724.4771470718447, best_epoch: 32 [2025/07/20 22:43:53] openrec INFO: epoch: [32/40], global_step: 100510, lr: 0.000053, loss: 0.240123, avg_reader_cost: 0.35595 s, avg_batch_cost: 0.64936 s, avg_samples: 256.0, ips: 394.23330 samples/s, eta: 2:12:26 [2025/07/20 22:43:56] openrec INFO: epoch: [32/40], global_step: 100520, lr: 0.000053, loss: 0.259001, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.30597 s, avg_samples: 256.0, ips: 836.68913 samples/s, eta: 2:12:23 [2025/07/20 22:43:59] openrec INFO: epoch: [32/40], global_step: 100530, lr: 0.000053, loss: 0.231675, avg_reader_cost: 0.00704 s, avg_batch_cost: 0.29715 s, avg_samples: 256.0, ips: 861.51923 samples/s, eta: 2:12:20 [2025/07/20 22:44:02] openrec INFO: epoch: [32/40], global_step: 100540, lr: 0.000052, loss: 0.220311, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.30065 s, avg_samples: 256.0, ips: 851.49303 samples/s, eta: 2:12:17 [2025/07/20 22:44:05] openrec INFO: epoch: [32/40], global_step: 100550, lr: 0.000052, loss: 0.217825, avg_reader_cost: 0.00711 s, avg_batch_cost: 0.30549 s, avg_samples: 256.0, ips: 838.00806 samples/s, eta: 2:12:13 [2025/07/20 22:44:08] openrec INFO: epoch: [32/40], global_step: 100560, lr: 0.000052, loss: 0.248870, avg_reader_cost: 0.00737 s, avg_batch_cost: 0.30429 s, avg_samples: 256.0, ips: 841.29714 samples/s, eta: 2:12:10 [2025/07/20 22:44:11] openrec INFO: epoch: [32/40], global_step: 100570, lr: 0.000052, loss: 0.219230, avg_reader_cost: 0.00808 s, avg_batch_cost: 0.30428 s, avg_samples: 256.0, ips: 841.31949 samples/s, eta: 2:12:07 [2025/07/20 22:44:14] openrec INFO: epoch: [32/40], global_step: 100580, lr: 0.000052, loss: 0.216668, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.30604 s, avg_samples: 256.0, ips: 836.48173 samples/s, eta: 2:12:04 [2025/07/20 22:44:17] openrec INFO: epoch: [32/40], global_step: 100590, lr: 0.000052, loss: 0.221743, avg_reader_cost: 0.00791 s, avg_batch_cost: 0.30307 s, avg_samples: 256.0, ips: 844.69653 samples/s, eta: 2:12:01 [2025/07/20 22:44:20] openrec INFO: epoch: [32/40], global_step: 100600, lr: 0.000052, loss: 0.233023, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.30255 s, avg_samples: 256.0, ips: 846.14372 samples/s, eta: 2:11:58 [2025/07/20 22:44:23] openrec INFO: epoch: [32/40], global_step: 100610, lr: 0.000052, loss: 0.233180, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30263 s, avg_samples: 256.0, ips: 845.91094 samples/s, eta: 2:11:55 [2025/07/20 22:44:27] openrec INFO: epoch: [32/40], global_step: 100620, lr: 0.000052, loss: 0.192696, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30469 s, avg_samples: 256.0, ips: 840.19652 samples/s, eta: 2:11:51 [2025/07/20 22:44:30] openrec INFO: epoch: [32/40], global_step: 100630, lr: 0.000052, loss: 0.199445, avg_reader_cost: 0.00831 s, avg_batch_cost: 0.30636 s, avg_samples: 256.0, ips: 835.62023 samples/s, eta: 2:11:48 [2025/07/20 22:44:33] openrec INFO: epoch: [32/40], global_step: 100640, lr: 0.000052, loss: 0.264960, avg_reader_cost: 0.00676 s, avg_batch_cost: 0.30563 s, avg_samples: 256.0, ips: 837.60969 samples/s, eta: 2:11:45 [2025/07/20 22:44:36] openrec INFO: epoch: [32/40], global_step: 100650, lr: 0.000052, loss: 0.194606, avg_reader_cost: 0.00735 s, avg_batch_cost: 0.30761 s, avg_samples: 256.0, ips: 832.22491 samples/s, eta: 2:11:42 [2025/07/20 22:44:39] openrec INFO: epoch: [32/40], global_step: 100660, lr: 0.000052, loss: 0.188948, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.30892 s, avg_samples: 256.0, ips: 828.68539 samples/s, eta: 2:11:39 [2025/07/20 22:44:42] openrec INFO: epoch: [32/40], global_step: 100670, lr: 0.000052, loss: 0.236033, avg_reader_cost: 0.00688 s, avg_batch_cost: 0.30421 s, avg_samples: 256.0, ips: 841.53260 samples/s, eta: 2:11:36 [2025/07/20 22:44:45] openrec INFO: epoch: [32/40], global_step: 100680, lr: 0.000052, loss: 0.230885, avg_reader_cost: 0.00726 s, avg_batch_cost: 0.30608 s, avg_samples: 256.0, ips: 836.39318 samples/s, eta: 2:11:33 [2025/07/20 22:44:48] openrec INFO: epoch: [32/40], global_step: 100690, lr: 0.000052, loss: 0.221820, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.30469 s, avg_samples: 256.0, ips: 840.19836 samples/s, eta: 2:11:30 [2025/07/20 22:44:51] openrec INFO: epoch: [32/40], global_step: 100700, lr: 0.000052, loss: 0.225182, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.30562 s, avg_samples: 256.0, ips: 837.65484 samples/s, eta: 2:11:26 [2025/07/20 22:44:54] openrec INFO: epoch: [32/40], global_step: 100710, lr: 0.000052, loss: 0.170610, avg_reader_cost: 0.00873 s, avg_batch_cost: 0.30967 s, avg_samples: 256.0, ips: 826.68948 samples/s, eta: 2:11:23 [2025/07/20 22:44:57] openrec INFO: epoch: [32/40], global_step: 100720, lr: 0.000052, loss: 0.202342, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.30613 s, avg_samples: 256.0, ips: 836.24043 samples/s, eta: 2:11:20 [2025/07/20 22:45:00] openrec INFO: epoch: [32/40], global_step: 100730, lr: 0.000052, loss: 0.237999, avg_reader_cost: 0.00703 s, avg_batch_cost: 0.30483 s, avg_samples: 256.0, ips: 839.81241 samples/s, eta: 2:11:17 [2025/07/20 22:45:03] openrec INFO: epoch: [32/40], global_step: 100740, lr: 0.000052, loss: 0.305410, avg_reader_cost: 0.00730 s, avg_batch_cost: 0.30241 s, avg_samples: 256.0, ips: 846.53070 samples/s, eta: 2:11:14 [2025/07/20 22:45:06] openrec INFO: epoch: [32/40], global_step: 100750, lr: 0.000052, loss: 0.273071, avg_reader_cost: 0.00715 s, avg_batch_cost: 0.30093 s, avg_samples: 256.0, ips: 850.68223 samples/s, eta: 2:11:11 [2025/07/20 22:45:09] openrec INFO: epoch: [32/40], global_step: 100760, lr: 0.000052, loss: 0.264215, avg_reader_cost: 0.00751 s, avg_batch_cost: 0.30061 s, avg_samples: 256.0, ips: 851.60142 samples/s, eta: 2:11:08 [2025/07/20 22:45:12] openrec INFO: epoch: [32/40], global_step: 100770, lr: 0.000052, loss: 0.261483, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.30678 s, avg_samples: 256.0, ips: 834.46915 samples/s, eta: 2:11:04 [2025/07/20 22:45:16] openrec INFO: epoch: [32/40], global_step: 100780, lr: 0.000052, loss: 0.240462, avg_reader_cost: 0.00705 s, avg_batch_cost: 0.30933 s, avg_samples: 256.0, ips: 827.60071 samples/s, eta: 2:11:01 [2025/07/20 22:45:19] openrec INFO: epoch: [32/40], global_step: 100790, lr: 0.000051, loss: 0.291653, avg_reader_cost: 0.00747 s, avg_batch_cost: 0.30668 s, avg_samples: 256.0, ips: 834.75453 samples/s, eta: 2:10:58 [2025/07/20 22:45:22] openrec INFO: epoch: [32/40], global_step: 100800, lr: 0.000051, loss: 0.279029, avg_reader_cost: 0.00700 s, avg_batch_cost: 0.30599 s, avg_samples: 256.0, ips: 836.63815 samples/s, eta: 2:10:55 [2025/07/20 22:45:27] openrec INFO: cur metric, acc: 0.9590231774847915, norm_edit_dis: 0.9882086154289401, num_samples: 7248, fps: 1958.9274771975797 [2025/07/20 22:45:27] openrec INFO: best metric, acc: 0.9599889611479181, norm_edit_dis: 0.9883299025378497, num_samples: 7248, fps: 2724.4771470718447, best_epoch: 32 [2025/07/20 22:45:27] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 22:45:28] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_32.pth [2025/07/20 22:45:32] openrec INFO: epoch: [33/40], global_step: 100810, lr: 0.000051, loss: 0.200585, avg_reader_cost: 0.72438 s, avg_batch_cost: 1.01843 s, avg_samples: 256.0, ips: 251.36650 samples/s, eta: 2:10:54 [2025/07/20 22:45:35] openrec INFO: epoch: [33/40], global_step: 100820, lr: 0.000051, loss: 0.199473, avg_reader_cost: 0.00712 s, avg_batch_cost: 0.30864 s, avg_samples: 256.0, ips: 829.44620 samples/s, eta: 2:10:51 [2025/07/20 22:45:38] openrec INFO: epoch: [33/40], global_step: 100830, lr: 0.000051, loss: 0.217519, avg_reader_cost: 0.00774 s, avg_batch_cost: 0.30576 s, avg_samples: 256.0, ips: 837.25105 samples/s, eta: 2:10:47 [2025/07/20 22:45:41] openrec INFO: epoch: [33/40], global_step: 100840, lr: 0.000051, loss: 0.230223, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.30221 s, avg_samples: 256.0, ips: 847.09262 samples/s, eta: 2:10:44 [2025/07/20 22:45:44] openrec INFO: epoch: [33/40], global_step: 100850, lr: 0.000051, loss: 0.215698, avg_reader_cost: 0.00701 s, avg_batch_cost: 0.30862 s, avg_samples: 256.0, ips: 829.49201 samples/s, eta: 2:10:41 [2025/07/20 22:45:47] openrec INFO: epoch: [33/40], global_step: 100860, lr: 0.000051, loss: 0.190464, avg_reader_cost: 0.00755 s, avg_batch_cost: 0.30537 s, avg_samples: 256.0, ips: 838.33226 samples/s, eta: 2:10:38 [2025/07/20 22:45:50] openrec INFO: epoch: [33/40], global_step: 100870, lr: 0.000051, loss: 0.188705, avg_reader_cost: 0.00728 s, avg_batch_cost: 0.30781 s, avg_samples: 256.0, ips: 831.67609 samples/s, eta: 2:10:35 [2025/07/20 22:45:53] openrec INFO: epoch: [33/40], global_step: 100880, lr: 0.000051, loss: 0.204518, avg_reader_cost: 0.00700 s, avg_batch_cost: 0.30579 s, avg_samples: 256.0, ips: 837.16717 samples/s, eta: 2:10:32 [2025/07/20 22:45:56] openrec INFO: epoch: [33/40], global_step: 100890, lr: 0.000051, loss: 0.215758, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.30594 s, avg_samples: 256.0, ips: 836.76881 samples/s, eta: 2:10:29 [2025/07/20 22:46:00] openrec INFO: epoch: [33/40], global_step: 100900, lr: 0.000051, loss: 0.211214, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.30430 s, avg_samples: 256.0, ips: 841.27276 samples/s, eta: 2:10:25 [2025/07/20 22:46:03] openrec INFO: epoch: [33/40], global_step: 100910, lr: 0.000051, loss: 0.219604, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.30897 s, avg_samples: 256.0, ips: 828.55263 samples/s, eta: 2:10:22 [2025/07/20 22:46:06] openrec INFO: epoch: [33/40], global_step: 100920, lr: 0.000051, loss: 0.205973, avg_reader_cost: 0.00887 s, avg_batch_cost: 0.30721 s, avg_samples: 256.0, ips: 833.31910 samples/s, eta: 2:10:19 [2025/07/20 22:46:09] openrec INFO: epoch: [33/40], global_step: 100930, lr: 0.000051, loss: 0.199767, avg_reader_cost: 0.00711 s, avg_batch_cost: 0.30908 s, avg_samples: 256.0, ips: 828.26375 samples/s, eta: 2:10:16 [2025/07/20 22:46:12] openrec INFO: epoch: [33/40], global_step: 100940, lr: 0.000051, loss: 0.208979, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.30280 s, avg_samples: 256.0, ips: 845.45435 samples/s, eta: 2:10:13 [2025/07/20 22:46:15] openrec INFO: epoch: [33/40], global_step: 100950, lr: 0.000051, loss: 0.212526, avg_reader_cost: 0.00753 s, avg_batch_cost: 0.30768 s, avg_samples: 256.0, ips: 832.03738 samples/s, eta: 2:10:10 [2025/07/20 22:46:18] openrec INFO: epoch: [33/40], global_step: 100960, lr: 0.000051, loss: 0.216528, avg_reader_cost: 0.00735 s, avg_batch_cost: 0.30466 s, avg_samples: 256.0, ips: 840.27772 samples/s, eta: 2:10:07 [2025/07/20 22:46:21] openrec INFO: epoch: [33/40], global_step: 100970, lr: 0.000051, loss: 0.205388, avg_reader_cost: 0.00919 s, avg_batch_cost: 0.30603 s, avg_samples: 256.0, ips: 836.52617 samples/s, eta: 2:10:04 [2025/07/20 22:46:24] openrec INFO: epoch: [33/40], global_step: 100980, lr: 0.000051, loss: 0.187250, avg_reader_cost: 0.00823 s, avg_batch_cost: 0.30251 s, avg_samples: 256.0, ips: 846.24115 samples/s, eta: 2:10:00 [2025/07/20 22:46:27] openrec INFO: epoch: [33/40], global_step: 100990, lr: 0.000051, loss: 0.181132, avg_reader_cost: 0.00692 s, avg_batch_cost: 0.30704 s, avg_samples: 256.0, ips: 833.77270 samples/s, eta: 2:09:57 [2025/07/20 22:46:30] openrec INFO: epoch: [33/40], global_step: 101000, lr: 0.000051, loss: 0.213457, avg_reader_cost: 0.00758 s, avg_batch_cost: 0.30756 s, avg_samples: 256.0, ips: 832.36529 samples/s, eta: 2:09:54 [2025/07/20 22:46:34] openrec INFO: cur metric, acc: 0.9572295792532705, norm_edit_dis: 0.987744529333251, num_samples: 7248, fps: 2727.1886396547416 [2025/07/20 22:46:34] openrec INFO: best metric, acc: 0.9599889611479181, norm_edit_dis: 0.9883299025378497, num_samples: 7248, fps: 2724.4771470718447, best_epoch: 32 [2025/07/20 22:46:37] openrec INFO: epoch: [33/40], global_step: 101010, lr: 0.000051, loss: 0.220623, avg_reader_cost: 0.36004 s, avg_batch_cost: 0.65688 s, avg_samples: 256.0, ips: 389.72211 samples/s, eta: 2:09:52 [2025/07/20 22:46:40] openrec INFO: epoch: [33/40], global_step: 101020, lr: 0.000051, loss: 0.196907, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.30469 s, avg_samples: 256.0, ips: 840.19560 samples/s, eta: 2:09:49 [2025/07/20 22:46:43] openrec INFO: epoch: [33/40], global_step: 101030, lr: 0.000051, loss: 0.214793, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30614 s, avg_samples: 256.0, ips: 836.20891 samples/s, eta: 2:09:46 [2025/07/20 22:46:46] openrec INFO: epoch: [33/40], global_step: 101040, lr: 0.000050, loss: 0.227081, avg_reader_cost: 0.00961 s, avg_batch_cost: 0.31617 s, avg_samples: 256.0, ips: 809.69099 samples/s, eta: 2:09:43 [2025/07/20 22:46:50] openrec INFO: epoch: [33/40], global_step: 101050, lr: 0.000050, loss: 0.225150, avg_reader_cost: 0.02226 s, avg_batch_cost: 0.36174 s, avg_samples: 256.0, ips: 707.68409 samples/s, eta: 2:09:40 [2025/07/20 22:46:53] openrec INFO: epoch: [33/40], global_step: 101060, lr: 0.000050, loss: 0.216652, avg_reader_cost: 0.01713 s, avg_batch_cost: 0.33174 s, avg_samples: 256.0, ips: 771.69960 samples/s, eta: 2:09:36 [2025/07/20 22:46:56] openrec INFO: epoch: [33/40], global_step: 101070, lr: 0.000050, loss: 0.201501, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30739 s, avg_samples: 256.0, ips: 832.83033 samples/s, eta: 2:09:33 [2025/07/20 22:46:59] openrec INFO: epoch: [33/40], global_step: 101080, lr: 0.000050, loss: 0.203912, avg_reader_cost: 0.00800 s, avg_batch_cost: 0.30997 s, avg_samples: 256.0, ips: 825.88187 samples/s, eta: 2:09:30 [2025/07/20 22:47:02] openrec INFO: epoch: [33/40], global_step: 101090, lr: 0.000050, loss: 0.218456, avg_reader_cost: 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epoch: [33/40], global_step: 101140, lr: 0.000050, loss: 0.175860, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.30521 s, avg_samples: 256.0, ips: 838.75471 samples/s, eta: 2:09:11 [2025/07/20 22:47:21] openrec INFO: epoch: [33/40], global_step: 101150, lr: 0.000050, loss: 0.188600, avg_reader_cost: 0.00693 s, avg_batch_cost: 0.29720 s, avg_samples: 256.0, ips: 861.37064 samples/s, eta: 2:09:08 [2025/07/20 22:47:24] openrec INFO: epoch: [33/40], global_step: 101160, lr: 0.000050, loss: 0.234234, avg_reader_cost: 0.00899 s, avg_batch_cost: 0.30336 s, avg_samples: 256.0, ips: 843.87599 samples/s, eta: 2:09:05 [2025/07/20 22:47:27] openrec INFO: epoch: [33/40], global_step: 101170, lr: 0.000050, loss: 0.237623, avg_reader_cost: 0.00796 s, avg_batch_cost: 0.30879 s, avg_samples: 256.0, ips: 829.03351 samples/s, eta: 2:09:02 [2025/07/20 22:47:30] openrec INFO: epoch: [33/40], global_step: 101180, lr: 0.000050, loss: 0.213846, avg_reader_cost: 0.00775 s, avg_batch_cost: 0.30512 s, 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lr: 0.000050, loss: 0.188497, avg_reader_cost: 0.00684 s, avg_batch_cost: 0.31193 s, avg_samples: 256.0, ips: 820.70476 samples/s, eta: 2:08:43 [2025/07/20 22:47:48] openrec INFO: epoch: [33/40], global_step: 101240, lr: 0.000050, loss: 0.182914, avg_reader_cost: 0.01139 s, avg_batch_cost: 0.31497 s, avg_samples: 256.0, ips: 812.78507 samples/s, eta: 2:08:40 [2025/07/20 22:47:51] openrec INFO: epoch: [33/40], global_step: 101250, lr: 0.000050, loss: 0.210242, avg_reader_cost: 0.00678 s, avg_batch_cost: 0.30678 s, avg_samples: 256.0, ips: 834.48426 samples/s, eta: 2:08:37 [2025/07/20 22:47:55] openrec INFO: epoch: [33/40], global_step: 101260, lr: 0.000050, loss: 0.248630, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.30348 s, avg_samples: 256.0, ips: 843.56201 samples/s, eta: 2:08:34 [2025/07/20 22:47:58] openrec INFO: epoch: [33/40], global_step: 101270, lr: 0.000050, loss: 0.209821, avg_reader_cost: 0.00738 s, avg_batch_cost: 0.30937 s, avg_samples: 256.0, ips: 827.48399 samples/s, eta: 2:08:31 [2025/07/20 22:48:01] openrec INFO: epoch: [33/40], global_step: 101280, lr: 0.000050, loss: 0.196693, avg_reader_cost: 0.00795 s, avg_batch_cost: 0.30598 s, avg_samples: 256.0, ips: 836.65106 samples/s, eta: 2:08:28 [2025/07/20 22:48:04] openrec INFO: epoch: [33/40], global_step: 101290, lr: 0.000050, loss: 0.198993, avg_reader_cost: 0.00711 s, avg_batch_cost: 0.30555 s, avg_samples: 256.0, ips: 837.83413 samples/s, eta: 2:08:24 [2025/07/20 22:48:07] openrec INFO: epoch: [33/40], global_step: 101300, lr: 0.000049, loss: 0.200505, avg_reader_cost: 0.00793 s, avg_batch_cost: 0.30525 s, avg_samples: 256.0, ips: 838.64472 samples/s, eta: 2:08:21 [2025/07/20 22:48:10] openrec INFO: epoch: [33/40], global_step: 101310, lr: 0.000049, loss: 0.241436, avg_reader_cost: 0.00692 s, avg_batch_cost: 0.30873 s, avg_samples: 256.0, ips: 829.21079 samples/s, eta: 2:08:18 [2025/07/20 22:48:13] openrec INFO: epoch: [33/40], global_step: 101320, lr: 0.000049, loss: 0.271504, avg_reader_cost: 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epoch: [33/40], global_step: 101370, lr: 0.000049, loss: 0.207513, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30508 s, avg_samples: 256.0, ips: 839.12827 samples/s, eta: 2:07:59 [2025/07/20 22:48:31] openrec INFO: epoch: [33/40], global_step: 101380, lr: 0.000049, loss: 0.188547, avg_reader_cost: 0.00710 s, avg_batch_cost: 0.30807 s, avg_samples: 256.0, ips: 830.97806 samples/s, eta: 2:07:56 [2025/07/20 22:48:34] openrec INFO: epoch: [33/40], global_step: 101390, lr: 0.000049, loss: 0.218629, avg_reader_cost: 0.00713 s, avg_batch_cost: 0.29909 s, avg_samples: 256.0, ips: 855.91695 samples/s, eta: 2:07:53 [2025/07/20 22:48:37] openrec INFO: epoch: [33/40], global_step: 101400, lr: 0.000049, loss: 0.251155, avg_reader_cost: 0.00864 s, avg_batch_cost: 0.30203 s, avg_samples: 256.0, ips: 847.60684 samples/s, eta: 2:07:50 [2025/07/20 22:48:40] openrec INFO: epoch: [33/40], global_step: 101410, lr: 0.000049, loss: 0.255255, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30430 s, 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lr: 0.000049, loss: 0.186195, avg_reader_cost: 0.00674 s, avg_batch_cost: 0.30602 s, avg_samples: 256.0, ips: 836.54879 samples/s, eta: 2:07:31 [2025/07/20 22:48:59] openrec INFO: epoch: [33/40], global_step: 101470, lr: 0.000049, loss: 0.225047, avg_reader_cost: 0.00721 s, avg_batch_cost: 0.30629 s, avg_samples: 256.0, ips: 835.81595 samples/s, eta: 2:07:28 [2025/07/20 22:49:02] openrec INFO: epoch: [33/40], global_step: 101480, lr: 0.000049, loss: 0.235653, avg_reader_cost: 0.00675 s, avg_batch_cost: 0.30598 s, avg_samples: 256.0, ips: 836.66136 samples/s, eta: 2:07:25 [2025/07/20 22:49:05] openrec INFO: epoch: [33/40], global_step: 101490, lr: 0.000049, loss: 0.234389, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.30938 s, avg_samples: 256.0, ips: 827.44803 samples/s, eta: 2:07:22 [2025/07/20 22:49:08] openrec INFO: epoch: [33/40], global_step: 101500, lr: 0.000049, loss: 0.218253, avg_reader_cost: 0.00646 s, avg_batch_cost: 0.30566 s, avg_samples: 256.0, ips: 837.53455 samples/s, eta: 2:07:19 [2025/07/20 22:49:12] openrec INFO: cur metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806 [2025/07/20 22:49:12] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/20 22:49:12] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 22:49:15] openrec INFO: epoch: [33/40], global_step: 101510, lr: 0.000049, loss: 0.217764, avg_reader_cost: 0.38349 s, avg_batch_cost: 0.67479 s, avg_samples: 256.0, ips: 379.37694 samples/s, eta: 2:07:16 [2025/07/20 22:49:18] openrec INFO: epoch: [33/40], global_step: 101520, lr: 0.000049, loss: 0.214905, avg_reader_cost: 0.00711 s, avg_batch_cost: 0.30326 s, avg_samples: 256.0, ips: 844.15245 samples/s, eta: 2:07:13 [2025/07/20 22:49:21] openrec INFO: epoch: [33/40], global_step: 101530, lr: 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2:06:58 [2025/07/20 22:49:36] openrec INFO: epoch: [33/40], global_step: 101580, lr: 0.000048, loss: 0.191878, avg_reader_cost: 0.00679 s, avg_batch_cost: 0.30278 s, avg_samples: 256.0, ips: 845.50675 samples/s, eta: 2:06:54 [2025/07/20 22:49:39] openrec INFO: epoch: [33/40], global_step: 101590, lr: 0.000048, loss: 0.200021, avg_reader_cost: 0.00697 s, avg_batch_cost: 0.30594 s, avg_samples: 256.0, ips: 836.76751 samples/s, eta: 2:06:51 [2025/07/20 22:49:42] openrec INFO: epoch: [33/40], global_step: 101600, lr: 0.000048, loss: 0.205947, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30704 s, avg_samples: 256.0, ips: 833.76189 samples/s, eta: 2:06:48 [2025/07/20 22:49:45] openrec INFO: epoch: [33/40], global_step: 101610, lr: 0.000048, loss: 0.234525, avg_reader_cost: 0.00692 s, avg_batch_cost: 0.30663 s, avg_samples: 256.0, ips: 834.87700 samples/s, eta: 2:06:45 [2025/07/20 22:49:48] openrec INFO: epoch: [33/40], global_step: 101620, lr: 0.000048, loss: 0.276226, avg_reader_cost: 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epoch: [33/40], global_step: 101900, lr: 0.000047, loss: 0.210154, avg_reader_cost: 0.00692 s, avg_batch_cost: 0.30663 s, avg_samples: 256.0, ips: 834.88038 samples/s, eta: 2:05:14 [2025/07/20 22:51:17] openrec INFO: epoch: [33/40], global_step: 101910, lr: 0.000047, loss: 0.214282, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.30827 s, avg_samples: 256.0, ips: 830.44784 samples/s, eta: 2:05:11 [2025/07/20 22:51:20] openrec INFO: epoch: [33/40], global_step: 101920, lr: 0.000047, loss: 0.244704, avg_reader_cost: 0.00673 s, avg_batch_cost: 0.30635 s, avg_samples: 256.0, ips: 835.63434 samples/s, eta: 2:05:08 [2025/07/20 22:51:24] openrec INFO: epoch: [33/40], global_step: 101930, lr: 0.000047, loss: 0.217068, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.30738 s, avg_samples: 256.0, ips: 832.84938 samples/s, eta: 2:05:05 [2025/07/20 22:51:27] openrec INFO: epoch: [33/40], global_step: 101940, lr: 0.000047, loss: 0.228100, avg_reader_cost: 0.00719 s, avg_batch_cost: 0.30818 s, 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[2025/07/20 22:53:20] openrec INFO: epoch: [33/40], global_step: 102300, lr: 0.000046, loss: 0.226910, avg_reader_cost: 0.00774 s, avg_batch_cost: 0.30881 s, avg_samples: 256.0, ips: 828.98897 samples/s, eta: 2:03:10 [2025/07/20 22:53:23] openrec INFO: epoch: [33/40], global_step: 102310, lr: 0.000046, loss: 0.206078, avg_reader_cost: 0.00730 s, avg_batch_cost: 0.30604 s, avg_samples: 256.0, ips: 836.50206 samples/s, eta: 2:03:07 [2025/07/20 22:53:26] openrec INFO: epoch: [33/40], global_step: 102320, lr: 0.000046, loss: 0.195417, avg_reader_cost: 0.00713 s, avg_batch_cost: 0.30520 s, avg_samples: 256.0, ips: 838.80785 samples/s, eta: 2:03:03 [2025/07/20 22:53:30] openrec INFO: epoch: [33/40], global_step: 102330, lr: 0.000046, loss: 0.223065, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.30364 s, avg_samples: 256.0, ips: 843.10769 samples/s, eta: 2:03:00 [2025/07/20 22:53:33] openrec INFO: epoch: [33/40], global_step: 102340, lr: 0.000046, loss: 0.227479, avg_reader_cost: 0.00816 s, 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[2025/07/20 22:55:54] openrec INFO: epoch: [33/40], global_step: 102790, lr: 0.000044, loss: 0.257721, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30863 s, avg_samples: 256.0, ips: 829.48067 samples/s, eta: 2:00:37 [2025/07/20 22:55:57] openrec INFO: epoch: [33/40], global_step: 102800, lr: 0.000044, loss: 0.257202, avg_reader_cost: 0.00865 s, avg_batch_cost: 0.30315 s, avg_samples: 256.0, ips: 844.47411 samples/s, eta: 2:00:34 [2025/07/20 22:56:00] openrec INFO: epoch: [33/40], global_step: 102810, lr: 0.000044, loss: 0.218624, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30773 s, avg_samples: 256.0, ips: 831.90536 samples/s, eta: 2:00:31 [2025/07/20 22:56:03] openrec INFO: epoch: [33/40], global_step: 102820, lr: 0.000044, loss: 0.230692, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.30126 s, avg_samples: 256.0, ips: 849.76999 samples/s, eta: 2:00:28 [2025/07/20 22:56:06] openrec INFO: epoch: [33/40], global_step: 102830, lr: 0.000044, loss: 0.207802, avg_reader_cost: 0.00820 s, 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[2025/07/20 22:58:29] openrec INFO: epoch: [33/40], global_step: 103280, lr: 0.000042, loss: 0.243437, avg_reader_cost: 0.00705 s, avg_batch_cost: 0.29689 s, avg_samples: 256.0, ips: 862.28359 samples/s, eta: 1:58:05 [2025/07/20 22:58:32] openrec INFO: epoch: [33/40], global_step: 103290, lr: 0.000042, loss: 0.235716, avg_reader_cost: 0.00726 s, avg_batch_cost: 0.30551 s, avg_samples: 256.0, ips: 837.95077 samples/s, eta: 1:58:02 [2025/07/20 22:58:35] openrec INFO: epoch: [33/40], global_step: 103300, lr: 0.000042, loss: 0.263115, avg_reader_cost: 0.00829 s, avg_batch_cost: 0.30918 s, avg_samples: 256.0, ips: 828.00641 samples/s, eta: 1:57:58 [2025/07/20 22:58:38] openrec INFO: epoch: [33/40], global_step: 103310, lr: 0.000042, loss: 0.295712, avg_reader_cost: 0.00692 s, avg_batch_cost: 0.30770 s, avg_samples: 256.0, ips: 831.99264 samples/s, eta: 1:57:55 [2025/07/20 22:58:41] openrec INFO: epoch: [33/40], global_step: 103320, lr: 0.000042, loss: 0.249185, avg_reader_cost: 0.00806 s, 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[2025/07/20 22:59:40] openrec INFO: cur metric, acc: 0.9598509920531858, norm_edit_dis: 0.9887952612172762, num_samples: 7248, fps: 2709.008812652865 [2025/07/20 22:59:40] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 22:59:43] openrec INFO: epoch: [33/40], global_step: 103510, lr: 0.000041, loss: 0.238034, avg_reader_cost: 0.35696 s, avg_batch_cost: 0.65159 s, avg_samples: 256.0, ips: 392.88520 samples/s, eta: 1:56:53 [2025/07/20 22:59:46] openrec INFO: epoch: [33/40], global_step: 103520, lr: 0.000041, loss: 0.238034, avg_reader_cost: 0.00671 s, avg_batch_cost: 0.30843 s, avg_samples: 256.0, ips: 829.99926 samples/s, eta: 1:56:50 [2025/07/20 22:59:49] openrec INFO: epoch: [33/40], global_step: 103530, lr: 0.000041, loss: 0.228928, avg_reader_cost: 0.00684 s, avg_batch_cost: 0.30450 s, avg_samples: 256.0, ips: 840.73564 samples/s, eta: 1:56:47 [2025/07/20 22:59:52] openrec 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eta: 1:54:51 [2025/07/20 23:01:46] openrec INFO: epoch: [33/40], global_step: 103910, lr: 0.000040, loss: 0.209441, avg_reader_cost: 0.00707 s, avg_batch_cost: 0.30859 s, avg_samples: 256.0, ips: 829.57911 samples/s, eta: 1:54:48 [2025/07/20 23:01:49] openrec INFO: epoch: [33/40], global_step: 103920, lr: 0.000040, loss: 0.204868, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.30663 s, avg_samples: 256.0, ips: 834.87369 samples/s, eta: 1:54:45 [2025/07/20 23:01:52] openrec INFO: epoch: [33/40], global_step: 103930, lr: 0.000040, loss: 0.188012, avg_reader_cost: 0.00703 s, avg_batch_cost: 0.30493 s, avg_samples: 256.0, ips: 839.52678 samples/s, eta: 1:54:42 [2025/07/20 23:01:55] openrec INFO: epoch: [33/40], global_step: 103940, lr: 0.000040, loss: 0.205478, avg_reader_cost: 0.00747 s, avg_batch_cost: 0.29638 s, avg_samples: 256.0, ips: 863.74641 samples/s, eta: 1:54:39 [2025/07/20 23:01:58] openrec INFO: epoch: [33/40], global_step: 103950, lr: 0.000040, loss: 0.228715, avg_reader_cost: 0.00679 s, avg_batch_cost: 0.30719 s, avg_samples: 256.0, ips: 833.36864 samples/s, eta: 1:54:36 [2025/07/20 23:02:03] openrec INFO: cur metric, acc: 0.9597130229584534, norm_edit_dis: 0.9884232338293137, num_samples: 7248, fps: 1912.5509851234017 [2025/07/20 23:02:03] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 23:02:03] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 23:02:04] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_33.pth [2025/07/20 23:02:09] openrec INFO: epoch: [34/40], global_step: 103960, lr: 0.000040, loss: 0.236472, avg_reader_cost: 0.80407 s, avg_batch_cost: 1.10251 s, avg_samples: 256.0, ips: 232.19728 samples/s, eta: 1:54:34 [2025/07/20 23:02:12] openrec INFO: epoch: [34/40], global_step: 103970, lr: 0.000040, loss: 0.233654, avg_reader_cost: 0.00734 s, avg_batch_cost: 0.29846 s, avg_samples: 256.0, ips: 857.73746 samples/s, eta: 1:54:31 [2025/07/20 23:02:15] openrec INFO: epoch: [34/40], global_step: 103980, lr: 0.000040, loss: 0.234306, avg_reader_cost: 0.00977 s, avg_batch_cost: 0.31087 s, avg_samples: 256.0, ips: 823.49402 samples/s, eta: 1:54:28 [2025/07/20 23:02:18] openrec INFO: epoch: [34/40], global_step: 103990, lr: 0.000040, loss: 0.234306, avg_reader_cost: 0.00879 s, avg_batch_cost: 0.30025 s, avg_samples: 256.0, ips: 852.62253 samples/s, eta: 1:54:25 [2025/07/20 23:02:21] openrec INFO: epoch: [34/40], global_step: 104000, lr: 0.000040, loss: 0.229943, avg_reader_cost: 0.00730 s, avg_batch_cost: 0.30593 s, avg_samples: 256.0, ips: 836.80103 samples/s, eta: 1:54:22 [2025/07/20 23:02:24] openrec INFO: cur metric, acc: 0.959575053863721, norm_edit_dis: 0.9884853028262057, num_samples: 7248, fps: 2723.087565167557 [2025/07/20 23:02:24] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 23:02:28] openrec INFO: epoch: [34/40], global_step: 104010, lr: 0.000040, loss: 0.235349, avg_reader_cost: 0.36169 s, avg_batch_cost: 0.65941 s, avg_samples: 256.0, ips: 388.22319 samples/s, eta: 1:54:19 [2025/07/20 23:02:31] openrec INFO: epoch: [34/40], global_step: 104020, lr: 0.000039, loss: 0.211391, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.30841 s, avg_samples: 256.0, ips: 830.07023 samples/s, eta: 1:54:16 [2025/07/20 23:02:34] openrec INFO: epoch: [34/40], global_step: 104030, lr: 0.000039, loss: 0.231768, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.30742 s, avg_samples: 256.0, ips: 832.74003 samples/s, eta: 1:54:13 [2025/07/20 23:02:37] openrec INFO: epoch: [34/40], global_step: 104040, lr: 0.000039, loss: 0.248184, avg_reader_cost: 0.00703 s, avg_batch_cost: 0.30563 s, avg_samples: 256.0, ips: 837.61504 samples/s, eta: 1:54:10 [2025/07/20 23:02:41] openrec INFO: epoch: [34/40], global_step: 104050, lr: 0.000039, loss: 0.229475, avg_reader_cost: 0.01372 s, avg_batch_cost: 0.36820 s, avg_samples: 256.0, ips: 695.28036 samples/s, eta: 1:54:07 [2025/07/20 23:02:44] openrec INFO: epoch: [34/40], global_step: 104060, lr: 0.000039, loss: 0.211312, avg_reader_cost: 0.01117 s, avg_batch_cost: 0.35560 s, avg_samples: 256.0, ips: 719.91064 samples/s, eta: 1:54:04 [2025/07/20 23:02:47] openrec INFO: epoch: [34/40], global_step: 104070, lr: 0.000039, loss: 0.202334, avg_reader_cost: 0.00782 s, avg_batch_cost: 0.30805 s, avg_samples: 256.0, ips: 831.03009 samples/s, eta: 1:54:01 [2025/07/20 23:02:50] openrec INFO: epoch: [34/40], global_step: 104080, lr: 0.000039, loss: 0.209338, avg_reader_cost: 0.00637 s, avg_batch_cost: 0.30186 s, avg_samples: 256.0, ips: 848.06931 samples/s, eta: 1:53:58 [2025/07/20 23:02:53] openrec INFO: epoch: [34/40], global_step: 104090, lr: 0.000039, loss: 0.219081, avg_reader_cost: 0.00719 s, 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[34/40], global_step: 104140, lr: 0.000039, loss: 0.223658, avg_reader_cost: 0.00718 s, avg_batch_cost: 0.30240 s, avg_samples: 256.0, ips: 846.56213 samples/s, eta: 1:53:39 [2025/07/20 23:03:12] openrec INFO: epoch: [34/40], global_step: 104150, lr: 0.000039, loss: 0.214679, avg_reader_cost: 0.00742 s, avg_batch_cost: 0.30581 s, avg_samples: 256.0, ips: 837.13421 samples/s, eta: 1:53:36 [2025/07/20 23:03:15] openrec INFO: epoch: [34/40], global_step: 104160, lr: 0.000039, loss: 0.259784, avg_reader_cost: 0.00755 s, avg_batch_cost: 0.30304 s, avg_samples: 256.0, ips: 844.78206 samples/s, eta: 1:53:32 [2025/07/20 23:03:18] openrec INFO: epoch: [34/40], global_step: 104170, lr: 0.000039, loss: 0.208560, avg_reader_cost: 0.00700 s, avg_batch_cost: 0.30902 s, avg_samples: 256.0, ips: 828.43322 samples/s, eta: 1:53:29 [2025/07/20 23:03:21] openrec INFO: epoch: [34/40], global_step: 104180, lr: 0.000039, loss: 0.210226, avg_reader_cost: 0.00710 s, avg_batch_cost: 0.30757 s, avg_samples: 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[2025/07/20 23:03:51] openrec INFO: epoch: [34/40], global_step: 104280, lr: 0.000039, loss: 0.222831, avg_reader_cost: 0.00715 s, avg_batch_cost: 0.30571 s, avg_samples: 256.0, ips: 837.39634 samples/s, eta: 1:52:55 [2025/07/20 23:03:55] openrec INFO: epoch: [34/40], global_step: 104290, lr: 0.000039, loss: 0.215659, avg_reader_cost: 0.00838 s, avg_batch_cost: 0.30254 s, avg_samples: 256.0, ips: 846.16912 samples/s, eta: 1:52:52 [2025/07/20 23:03:58] openrec INFO: epoch: [34/40], global_step: 104300, lr: 0.000039, loss: 0.227008, avg_reader_cost: 0.00814 s, avg_batch_cost: 0.30500 s, avg_samples: 256.0, ips: 839.35090 samples/s, eta: 1:52:49 [2025/07/20 23:04:01] openrec INFO: epoch: [34/40], global_step: 104310, lr: 0.000038, loss: 0.196512, avg_reader_cost: 0.00700 s, avg_batch_cost: 0.30690 s, avg_samples: 256.0, ips: 834.14547 samples/s, eta: 1:52:45 [2025/07/20 23:04:04] openrec INFO: epoch: [34/40], global_step: 104320, lr: 0.000038, loss: 0.181547, avg_reader_cost: 0.00726 s, 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[2025/07/20 23:05:02] openrec INFO: cur metric, acc: 0.9590231774847915, norm_edit_dis: 0.9883464438875096, num_samples: 7248, fps: 2722.5081376177764 [2025/07/20 23:05:02] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 23:05:05] openrec INFO: epoch: [34/40], global_step: 104510, lr: 0.000038, loss: 0.245433, avg_reader_cost: 0.35736 s, avg_batch_cost: 0.64736 s, avg_samples: 256.0, ips: 395.45414 samples/s, eta: 1:51:44 [2025/07/20 23:05:08] openrec INFO: epoch: [34/40], global_step: 104520, lr: 0.000038, loss: 0.217087, avg_reader_cost: 0.00724 s, avg_batch_cost: 0.30383 s, avg_samples: 256.0, ips: 842.57088 samples/s, eta: 1:51:40 [2025/07/20 23:05:11] openrec INFO: epoch: [34/40], global_step: 104530, lr: 0.000038, loss: 0.209196, avg_reader_cost: 0.00712 s, avg_batch_cost: 0.31021 s, avg_samples: 256.0, ips: 825.25207 samples/s, eta: 1:51:37 [2025/07/20 23:05:15] openrec 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[2025/07/20 23:09:41] openrec INFO: epoch: [34/40], global_step: 105400, lr: 0.000035, loss: 0.240367, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.30951 s, avg_samples: 256.0, ips: 827.11875 samples/s, eta: 1:47:05 [2025/07/20 23:09:44] openrec INFO: epoch: [34/40], global_step: 105410, lr: 0.000035, loss: 0.248498, avg_reader_cost: 0.00785 s, avg_batch_cost: 0.30760 s, avg_samples: 256.0, ips: 832.25658 samples/s, eta: 1:47:02 [2025/07/20 23:09:47] openrec INFO: epoch: [34/40], global_step: 105420, lr: 0.000035, loss: 0.176630, avg_reader_cost: 0.00677 s, avg_batch_cost: 0.30804 s, avg_samples: 256.0, ips: 831.06496 samples/s, eta: 1:46:59 [2025/07/20 23:09:50] openrec INFO: epoch: [34/40], global_step: 105430, lr: 0.000035, loss: 0.183784, avg_reader_cost: 0.00782 s, avg_batch_cost: 0.30256 s, avg_samples: 256.0, ips: 846.12285 samples/s, eta: 1:46:56 [2025/07/20 23:09:53] openrec INFO: epoch: [34/40], global_step: 105440, lr: 0.000035, loss: 0.282692, avg_reader_cost: 0.00739 s, 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[2025/07/20 23:14:20] openrec INFO: epoch: [34/40], global_step: 106290, lr: 0.000032, loss: 0.170858, avg_reader_cost: 0.00686 s, avg_batch_cost: 0.30131 s, avg_samples: 256.0, ips: 849.61628 samples/s, eta: 1:42:28 [2025/07/20 23:14:23] openrec INFO: epoch: [34/40], global_step: 106300, lr: 0.000032, loss: 0.193330, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.30114 s, avg_samples: 256.0, ips: 850.09783 samples/s, eta: 1:42:25 [2025/07/20 23:14:27] openrec INFO: epoch: [34/40], global_step: 106310, lr: 0.000032, loss: 0.209310, avg_reader_cost: 0.00774 s, avg_batch_cost: 0.30627 s, avg_samples: 256.0, ips: 835.85681 samples/s, eta: 1:42:22 [2025/07/20 23:14:30] openrec INFO: epoch: [34/40], global_step: 106320, lr: 0.000032, loss: 0.194974, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.30474 s, avg_samples: 256.0, ips: 840.05696 samples/s, eta: 1:42:19 [2025/07/20 23:14:33] openrec INFO: epoch: [34/40], global_step: 106330, lr: 0.000032, loss: 0.195987, avg_reader_cost: 0.00979 s, 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[2025/07/20 23:16:54] openrec INFO: epoch: [34/40], global_step: 106780, lr: 0.000030, loss: 0.221001, avg_reader_cost: 0.00673 s, avg_batch_cost: 0.30871 s, avg_samples: 256.0, ips: 829.26837 samples/s, eta: 1:39:55 [2025/07/20 23:16:57] openrec INFO: epoch: [34/40], global_step: 106790, lr: 0.000030, loss: 0.249070, avg_reader_cost: 0.00734 s, avg_batch_cost: 0.30836 s, avg_samples: 256.0, ips: 830.18678 samples/s, eta: 1:39:52 [2025/07/20 23:17:00] openrec INFO: epoch: [34/40], global_step: 106800, lr: 0.000030, loss: 0.248730, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.30824 s, avg_samples: 256.0, ips: 830.51580 samples/s, eta: 1:39:49 [2025/07/20 23:17:04] openrec INFO: epoch: [34/40], global_step: 106810, lr: 0.000030, loss: 0.233019, avg_reader_cost: 0.00776 s, avg_batch_cost: 0.30969 s, avg_samples: 256.0, ips: 826.62882 samples/s, eta: 1:39:46 [2025/07/20 23:17:07] openrec INFO: epoch: [34/40], global_step: 106820, lr: 0.000030, loss: 0.219507, avg_reader_cost: 0.00731 s, 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[2025/07/20 23:18:05] openrec INFO: cur metric, acc: 0.9586092702005943, norm_edit_dis: 0.988339958356209, num_samples: 7248, fps: 2725.4167842513425 [2025/07/20 23:18:05] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 23:18:08] openrec INFO: epoch: [34/40], global_step: 107010, lr: 0.000030, loss: 0.245526, avg_reader_cost: 0.35461 s, avg_batch_cost: 0.64750 s, avg_samples: 256.0, ips: 395.36974 samples/s, eta: 1:38:44 [2025/07/20 23:18:11] openrec INFO: epoch: [34/40], global_step: 107020, lr: 0.000030, loss: 0.283551, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.30773 s, avg_samples: 256.0, ips: 831.90916 samples/s, eta: 1:38:41 [2025/07/20 23:18:14] openrec INFO: epoch: [34/40], global_step: 107030, lr: 0.000030, loss: 0.224111, avg_reader_cost: 0.00758 s, avg_batch_cost: 0.30752 s, avg_samples: 256.0, ips: 832.45964 samples/s, eta: 1:38:38 [2025/07/20 23:18:17] openrec INFO: epoch: [34/40], global_step: 107040, lr: 0.000030, loss: 0.220923, avg_reader_cost: 0.00864 s, avg_batch_cost: 0.30411 s, avg_samples: 256.0, ips: 841.80990 samples/s, eta: 1:38:34 [2025/07/20 23:18:20] openrec INFO: epoch: [34/40], global_step: 107050, lr: 0.000030, loss: 0.216043, avg_reader_cost: 0.00700 s, avg_batch_cost: 0.30094 s, avg_samples: 256.0, ips: 850.66760 samples/s, eta: 1:38:31 [2025/07/20 23:18:23] openrec INFO: epoch: [34/40], global_step: 107060, lr: 0.000030, loss: 0.193637, avg_reader_cost: 0.00957 s, avg_batch_cost: 0.31107 s, avg_samples: 256.0, ips: 822.97910 samples/s, eta: 1:38:28 [2025/07/20 23:18:26] openrec INFO: epoch: [34/40], global_step: 107070, lr: 0.000029, loss: 0.196542, avg_reader_cost: 0.00703 s, avg_batch_cost: 0.29911 s, avg_samples: 256.0, ips: 855.87424 samples/s, eta: 1:38:25 [2025/07/20 23:18:30] openrec INFO: epoch: [34/40], global_step: 107080, lr: 0.000029, loss: 0.200749, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.30604 s, 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INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_34.pth [2025/07/20 23:18:46] openrec INFO: epoch: [35/40], global_step: 107110, lr: 0.000029, loss: 0.212414, avg_reader_cost: 0.76191 s, avg_batch_cost: 1.05647 s, avg_samples: 256.0, ips: 242.31585 samples/s, eta: 1:38:14 [2025/07/20 23:18:49] openrec INFO: epoch: [35/40], global_step: 107120, lr: 0.000029, loss: 0.230798, avg_reader_cost: 0.00918 s, avg_batch_cost: 0.30450 s, avg_samples: 256.0, ips: 840.71859 samples/s, eta: 1:38:11 [2025/07/20 23:18:52] openrec INFO: epoch: [35/40], global_step: 107130, lr: 0.000029, loss: 0.234019, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.30622 s, avg_samples: 256.0, ips: 836.00356 samples/s, eta: 1:38:08 [2025/07/20 23:18:55] openrec INFO: epoch: [35/40], global_step: 107140, lr: 0.000029, loss: 0.204299, avg_reader_cost: 0.00879 s, avg_batch_cost: 0.30575 s, avg_samples: 256.0, ips: 837.29565 samples/s, eta: 1:38:04 [2025/07/20 23:18:58] openrec INFO: epoch: [35/40], global_step: 107150, lr: 0.000029, loss: 0.204299, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.30250 s, avg_samples: 256.0, ips: 846.28030 samples/s, eta: 1:38:01 [2025/07/20 23:19:02] openrec INFO: epoch: [35/40], global_step: 107160, lr: 0.000029, loss: 0.211928, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.30718 s, avg_samples: 256.0, ips: 833.39464 samples/s, eta: 1:37:58 [2025/07/20 23:19:05] openrec INFO: epoch: [35/40], global_step: 107170, lr: 0.000029, loss: 0.214794, avg_reader_cost: 0.00753 s, avg_batch_cost: 0.30737 s, avg_samples: 256.0, ips: 832.85972 samples/s, eta: 1:37:55 [2025/07/20 23:19:08] openrec INFO: epoch: [35/40], global_step: 107180, lr: 0.000029, loss: 0.232698, avg_reader_cost: 0.00751 s, avg_batch_cost: 0.30348 s, avg_samples: 256.0, ips: 843.55340 samples/s, eta: 1:37:52 [2025/07/20 23:19:11] openrec INFO: epoch: [35/40], global_step: 107190, lr: 0.000029, loss: 0.235531, avg_reader_cost: 0.00684 s, 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[35/40], global_step: 107240, lr: 0.000029, loss: 0.220949, avg_reader_cost: 0.00822 s, avg_batch_cost: 0.30013 s, avg_samples: 256.0, ips: 852.95278 samples/s, eta: 1:37:33 [2025/07/20 23:19:29] openrec INFO: epoch: [35/40], global_step: 107250, lr: 0.000029, loss: 0.247665, avg_reader_cost: 0.00715 s, avg_batch_cost: 0.30494 s, avg_samples: 256.0, ips: 839.52304 samples/s, eta: 1:37:30 [2025/07/20 23:19:32] openrec INFO: epoch: [35/40], global_step: 107260, lr: 0.000029, loss: 0.230635, avg_reader_cost: 0.00711 s, avg_batch_cost: 0.30854 s, avg_samples: 256.0, ips: 829.72225 samples/s, eta: 1:37:27 [2025/07/20 23:19:35] openrec INFO: epoch: [35/40], global_step: 107270, lr: 0.000029, loss: 0.199513, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.30349 s, avg_samples: 256.0, ips: 843.52066 samples/s, eta: 1:37:24 [2025/07/20 23:19:38] openrec INFO: epoch: [35/40], global_step: 107280, lr: 0.000029, loss: 0.202247, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.30531 s, avg_samples: 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[2025/07/20 23:20:09] openrec INFO: epoch: [35/40], global_step: 107380, lr: 0.000029, loss: 0.223645, avg_reader_cost: 0.00719 s, avg_batch_cost: 0.30924 s, avg_samples: 256.0, ips: 827.82314 samples/s, eta: 1:36:49 [2025/07/20 23:20:12] openrec INFO: epoch: [35/40], global_step: 107390, lr: 0.000029, loss: 0.222639, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.30642 s, avg_samples: 256.0, ips: 835.45736 samples/s, eta: 1:36:46 [2025/07/20 23:20:15] openrec INFO: epoch: [35/40], global_step: 107400, lr: 0.000028, loss: 0.234668, avg_reader_cost: 0.00740 s, avg_batch_cost: 0.30703 s, avg_samples: 256.0, ips: 833.78733 samples/s, eta: 1:36:43 [2025/07/20 23:20:18] openrec INFO: epoch: [35/40], global_step: 107410, lr: 0.000028, loss: 0.186402, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.30679 s, avg_samples: 256.0, ips: 834.45416 samples/s, eta: 1:36:40 [2025/07/20 23:20:21] openrec INFO: epoch: [35/40], global_step: 107420, lr: 0.000028, loss: 0.183084, avg_reader_cost: 0.00745 s, 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[35/40], global_step: 107470, lr: 0.000028, loss: 0.188103, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.31043 s, avg_samples: 256.0, ips: 824.65477 samples/s, eta: 1:36:21 [2025/07/20 23:20:40] openrec INFO: epoch: [35/40], global_step: 107480, lr: 0.000028, loss: 0.197591, avg_reader_cost: 0.00704 s, avg_batch_cost: 0.30912 s, avg_samples: 256.0, ips: 828.16045 samples/s, eta: 1:36:18 [2025/07/20 23:20:43] openrec INFO: epoch: [35/40], global_step: 107490, lr: 0.000028, loss: 0.192905, avg_reader_cost: 0.00716 s, avg_batch_cost: 0.30513 s, avg_samples: 256.0, ips: 838.98593 samples/s, eta: 1:36:15 [2025/07/20 23:20:46] openrec INFO: epoch: [35/40], global_step: 107500, lr: 0.000028, loss: 0.209087, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.30287 s, avg_samples: 256.0, ips: 845.24132 samples/s, eta: 1:36:12 [2025/07/20 23:20:49] openrec INFO: cur metric, acc: 0.9590231774847915, norm_edit_dis: 0.988449004779424, num_samples: 7248, fps: 2722.929271123285 [2025/07/20 23:20:49] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 23:20:52] openrec INFO: epoch: [35/40], global_step: 107510, lr: 0.000028, loss: 0.262326, avg_reader_cost: 0.35773 s, avg_batch_cost: 0.65207 s, avg_samples: 256.0, ips: 392.59496 samples/s, eta: 1:36:09 [2025/07/20 23:20:55] openrec INFO: epoch: [35/40], global_step: 107520, lr: 0.000028, loss: 0.210647, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.30668 s, avg_samples: 256.0, ips: 834.74732 samples/s, eta: 1:36:06 [2025/07/20 23:20:58] openrec INFO: epoch: [35/40], global_step: 107530, lr: 0.000028, loss: 0.177296, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.30821 s, avg_samples: 256.0, ips: 830.60652 samples/s, eta: 1:36:03 [2025/07/20 23:21:02] openrec INFO: epoch: [35/40], global_step: 107540, lr: 0.000028, loss: 0.208516, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.30687 s, avg_samples: 256.0, ips: 834.22194 samples/s, 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eta: 1:33:36 [2025/07/20 23:23:26] openrec INFO: cur metric, acc: 0.9602648993373829, norm_edit_dis: 0.9884840758596619, num_samples: 7248, fps: 2721.5049651731547 [2025/07/20 23:23:26] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 23:23:29] openrec INFO: epoch: [35/40], global_step: 108010, lr: 0.000027, loss: 0.211642, avg_reader_cost: 0.35701 s, avg_batch_cost: 0.65149 s, avg_samples: 256.0, ips: 392.94729 samples/s, eta: 1:33:33 [2025/07/20 23:23:32] openrec INFO: epoch: [35/40], global_step: 108020, lr: 0.000027, loss: 0.222552, avg_reader_cost: 0.00727 s, avg_batch_cost: 0.30088 s, avg_samples: 256.0, ips: 850.84590 samples/s, eta: 1:33:30 [2025/07/20 23:23:35] openrec INFO: epoch: [35/40], global_step: 108030, lr: 0.000027, loss: 0.242245, avg_reader_cost: 0.00817 s, avg_batch_cost: 0.30209 s, avg_samples: 256.0, ips: 847.42241 samples/s, eta: 1:33:27 [2025/07/20 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[2025/07/20 23:24:48] openrec INFO: epoch: [35/40], global_step: 108270, lr: 0.000026, loss: 0.215438, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.30256 s, avg_samples: 256.0, ips: 846.11058 samples/s, eta: 1:32:12 [2025/07/20 23:24:51] openrec INFO: epoch: [35/40], global_step: 108280, lr: 0.000026, loss: 0.213745, avg_reader_cost: 0.00857 s, avg_batch_cost: 0.30887 s, avg_samples: 256.0, ips: 828.82701 samples/s, eta: 1:32:09 [2025/07/20 23:24:54] openrec INFO: epoch: [35/40], global_step: 108290, lr: 0.000026, loss: 0.222058, avg_reader_cost: 0.00797 s, avg_batch_cost: 0.30195 s, avg_samples: 256.0, ips: 847.83206 samples/s, eta: 1:32:05 [2025/07/20 23:24:57] openrec INFO: epoch: [35/40], global_step: 108300, lr: 0.000026, loss: 0.246802, avg_reader_cost: 0.00691 s, avg_batch_cost: 0.30385 s, avg_samples: 256.0, ips: 842.53405 samples/s, eta: 1:32:02 [2025/07/20 23:25:00] openrec INFO: epoch: [35/40], global_step: 108310, lr: 0.000026, loss: 0.257438, avg_reader_cost: 0.00720 s, 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[2025/07/20 23:25:59] openrec INFO: epoch: [35/40], global_step: 108500, lr: 0.000025, loss: 0.240258, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.30433 s, avg_samples: 256.0, ips: 841.17923 samples/s, eta: 1:31:00 [2025/07/20 23:26:02] openrec INFO: cur metric, acc: 0.9597130229584534, norm_edit_dis: 0.9886022724290491, num_samples: 7248, fps: 2721.0397013475094 [2025/07/20 23:26:02] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 23:26:05] openrec INFO: epoch: [35/40], global_step: 108510, lr: 0.000025, loss: 0.211315, avg_reader_cost: 0.35636 s, avg_batch_cost: 0.65087 s, avg_samples: 256.0, ips: 393.31995 samples/s, eta: 1:30:57 [2025/07/20 23:26:08] openrec INFO: epoch: [35/40], global_step: 108520, lr: 0.000025, loss: 0.222963, avg_reader_cost: 0.00702 s, avg_batch_cost: 0.30679 s, avg_samples: 256.0, ips: 834.45942 samples/s, eta: 1:30:54 [2025/07/20 23:26:11] openrec 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[2025/07/20 23:30:38] openrec INFO: epoch: [35/40], global_step: 109390, lr: 0.000023, loss: 0.199107, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30556 s, avg_samples: 256.0, ips: 837.80687 samples/s, eta: 1:26:22 [2025/07/20 23:30:41] openrec INFO: epoch: [35/40], global_step: 109400, lr: 0.000023, loss: 0.228355, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.30712 s, avg_samples: 256.0, ips: 833.56279 samples/s, eta: 1:26:19 [2025/07/20 23:30:44] openrec INFO: epoch: [35/40], global_step: 109410, lr: 0.000023, loss: 0.197566, avg_reader_cost: 0.00792 s, avg_batch_cost: 0.30489 s, avg_samples: 256.0, ips: 839.64488 samples/s, eta: 1:26:16 [2025/07/20 23:30:47] openrec INFO: epoch: [35/40], global_step: 109420, lr: 0.000023, loss: 0.207797, avg_reader_cost: 0.00889 s, avg_batch_cost: 0.31085 s, avg_samples: 256.0, ips: 823.55490 samples/s, eta: 1:26:13 [2025/07/20 23:30:50] openrec INFO: epoch: [35/40], global_step: 109430, lr: 0.000023, loss: 0.240883, avg_reader_cost: 0.00711 s, 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epoch: [35/40], global_step: 109880, lr: 0.000022, loss: 0.216057, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.30883 s, avg_samples: 256.0, ips: 828.93086 samples/s, eta: 1:23:49 [2025/07/20 23:33:15] openrec INFO: epoch: [35/40], global_step: 109890, lr: 0.000021, loss: 0.247601, avg_reader_cost: 0.00711 s, avg_batch_cost: 0.30209 s, avg_samples: 256.0, ips: 847.44188 samples/s, eta: 1:23:46 [2025/07/20 23:33:18] openrec INFO: epoch: [35/40], global_step: 109900, lr: 0.000021, loss: 0.215745, avg_reader_cost: 0.00807 s, avg_batch_cost: 0.30598 s, avg_samples: 256.0, ips: 836.64845 samples/s, eta: 1:23:43 [2025/07/20 23:33:21] openrec INFO: epoch: [35/40], global_step: 109910, lr: 0.000021, loss: 0.193863, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.30798 s, avg_samples: 256.0, ips: 831.22670 samples/s, eta: 1:23:40 [2025/07/20 23:33:24] openrec INFO: epoch: [35/40], global_step: 109920, lr: 0.000021, loss: 0.193863, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.31193 s, 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lr: 0.000021, loss: 0.213420, avg_reader_cost: 0.00763 s, avg_batch_cost: 0.30809 s, avg_samples: 256.0, ips: 830.93125 samples/s, eta: 1:23:21 [2025/07/20 23:33:43] openrec INFO: epoch: [35/40], global_step: 109980, lr: 0.000021, loss: 0.180701, avg_reader_cost: 0.00892 s, avg_batch_cost: 0.30955 s, avg_samples: 256.0, ips: 827.01001 samples/s, eta: 1:23:18 [2025/07/20 23:33:46] openrec INFO: epoch: [35/40], global_step: 109990, lr: 0.000021, loss: 0.193330, avg_reader_cost: 0.00714 s, avg_batch_cost: 0.30885 s, avg_samples: 256.0, ips: 828.89112 samples/s, eta: 1:23:15 [2025/07/20 23:33:49] openrec INFO: epoch: [35/40], global_step: 110000, lr: 0.000021, loss: 0.219772, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.30694 s, avg_samples: 256.0, ips: 834.03914 samples/s, eta: 1:23:12 [2025/07/20 23:33:52] openrec INFO: cur metric, acc: 0.9602648993373829, norm_edit_dis: 0.9885280319161692, num_samples: 7248, fps: 2722.1144334590954 [2025/07/20 23:33:52] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 23:33:53] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/iter_latest.pth [2025/07/20 23:33:56] openrec INFO: epoch: [35/40], global_step: 110010, lr: 0.000021, loss: 0.218036, avg_reader_cost: 0.43744 s, avg_batch_cost: 0.73351 s, avg_samples: 256.0, ips: 349.00838 samples/s, eta: 1:23:09 [2025/07/20 23:33:59] openrec INFO: epoch: [35/40], global_step: 110020, lr: 0.000021, loss: 0.210798, avg_reader_cost: 0.00745 s, avg_batch_cost: 0.30724 s, avg_samples: 256.0, ips: 833.21175 samples/s, eta: 1:23:06 [2025/07/20 23:34:02] openrec INFO: epoch: [35/40], global_step: 110030, lr: 0.000021, loss: 0.230374, avg_reader_cost: 0.00776 s, avg_batch_cost: 0.30438 s, avg_samples: 256.0, ips: 841.04285 samples/s, eta: 1:23:03 [2025/07/20 23:34:05] openrec INFO: epoch: [35/40], global_step: 110040, lr: 0.000021, loss: 0.222798, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.31081 s, avg_samples: 256.0, ips: 823.65175 samples/s, eta: 1:23:00 [2025/07/20 23:34:08] openrec INFO: epoch: [35/40], global_step: 110050, lr: 0.000021, loss: 0.208635, avg_reader_cost: 0.00727 s, avg_batch_cost: 0.30205 s, avg_samples: 256.0, ips: 847.54563 samples/s, eta: 1:22:57 [2025/07/20 23:34:12] openrec INFO: epoch: [35/40], global_step: 110060, lr: 0.000021, loss: 0.208056, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.30742 s, avg_samples: 256.0, ips: 832.73796 samples/s, eta: 1:22:54 [2025/07/20 23:34:15] openrec INFO: epoch: [35/40], global_step: 110070, lr: 0.000021, loss: 0.203613, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.30526 s, avg_samples: 256.0, ips: 838.63895 samples/s, eta: 1:22:51 [2025/07/20 23:34:18] openrec INFO: epoch: [35/40], global_step: 110080, lr: 0.000021, loss: 0.206890, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30433 s, avg_samples: 256.0, ips: 841.19347 samples/s, eta: 1:22:47 [2025/07/20 23:34:21] openrec INFO: epoch: [35/40], global_step: 110090, lr: 0.000021, loss: 0.198015, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.30835 s, avg_samples: 256.0, ips: 830.23421 samples/s, eta: 1:22:44 [2025/07/20 23:34:24] openrec INFO: epoch: [35/40], global_step: 110100, lr: 0.000021, loss: 0.189717, avg_reader_cost: 0.00814 s, avg_batch_cost: 0.30631 s, avg_samples: 256.0, ips: 835.76677 samples/s, eta: 1:22:41 [2025/07/20 23:34:27] openrec INFO: epoch: [35/40], global_step: 110110, lr: 0.000021, loss: 0.217575, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.30731 s, avg_samples: 256.0, ips: 833.04859 samples/s, eta: 1:22:38 [2025/07/20 23:34:30] openrec INFO: epoch: [35/40], global_step: 110120, lr: 0.000021, loss: 0.206620, avg_reader_cost: 0.00823 s, avg_batch_cost: 0.30817 s, avg_samples: 256.0, ips: 830.69886 samples/s, eta: 1:22:35 [2025/07/20 23:34:33] openrec INFO: epoch: [35/40], global_step: 110130, lr: 0.000021, loss: 0.178711, avg_reader_cost: 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epoch: [35/40], global_step: 110180, lr: 0.000021, loss: 0.232000, avg_reader_cost: 0.00716 s, avg_batch_cost: 0.30493 s, avg_samples: 256.0, ips: 839.53052 samples/s, eta: 1:22:16 [2025/07/20 23:34:51] openrec INFO: epoch: [35/40], global_step: 110190, lr: 0.000021, loss: 0.236241, avg_reader_cost: 0.00743 s, avg_batch_cost: 0.30783 s, avg_samples: 256.0, ips: 831.63667 samples/s, eta: 1:22:13 [2025/07/20 23:34:55] openrec INFO: epoch: [35/40], global_step: 110200, lr: 0.000021, loss: 0.194261, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30677 s, avg_samples: 256.0, ips: 834.51098 samples/s, eta: 1:22:10 [2025/07/20 23:34:58] openrec INFO: epoch: [35/40], global_step: 110210, lr: 0.000021, loss: 0.232162, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.30864 s, avg_samples: 256.0, ips: 829.44126 samples/s, eta: 1:22:07 [2025/07/20 23:35:01] openrec INFO: epoch: [35/40], global_step: 110220, lr: 0.000021, loss: 0.275631, avg_reader_cost: 0.00743 s, avg_batch_cost: 0.30496 s, 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2732.2292478331806, best_epoch: 33 [2025/07/20 23:35:15] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 23:35:16] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_35.pth [2025/07/20 23:35:21] openrec INFO: epoch: [36/40], global_step: 110260, lr: 0.000021, loss: 0.234504, avg_reader_cost: 0.78082 s, avg_batch_cost: 1.07626 s, avg_samples: 256.0, ips: 237.85967 samples/s, eta: 1:21:52 [2025/07/20 23:35:24] openrec INFO: epoch: [36/40], global_step: 110270, lr: 0.000020, loss: 0.260568, avg_reader_cost: 0.00867 s, avg_batch_cost: 0.30774 s, avg_samples: 256.0, ips: 831.86462 samples/s, eta: 1:21:49 [2025/07/20 23:35:27] openrec INFO: epoch: [36/40], global_step: 110280, lr: 0.000020, loss: 0.234458, avg_reader_cost: 0.00902 s, avg_batch_cost: 0.30543 s, avg_samples: 256.0, ips: 838.16264 samples/s, eta: 1:21:46 [2025/07/20 23:35:30] openrec INFO: epoch: [36/40], global_step: 110290, lr: 0.000020, loss: 0.225137, avg_reader_cost: 0.00796 s, avg_batch_cost: 0.30472 s, avg_samples: 256.0, ips: 840.11507 samples/s, eta: 1:21:43 [2025/07/20 23:35:33] openrec INFO: epoch: [36/40], global_step: 110300, lr: 0.000020, loss: 0.225137, avg_reader_cost: 0.00737 s, avg_batch_cost: 0.30568 s, avg_samples: 256.0, ips: 837.47295 samples/s, eta: 1:21:40 [2025/07/20 23:35:36] openrec INFO: epoch: [36/40], global_step: 110310, lr: 0.000020, loss: 0.208499, avg_reader_cost: 0.00730 s, avg_batch_cost: 0.30344 s, avg_samples: 256.0, ips: 843.66779 samples/s, eta: 1:21:37 [2025/07/20 23:35:39] openrec INFO: epoch: [36/40], global_step: 110320, lr: 0.000020, loss: 0.210015, avg_reader_cost: 0.00704 s, avg_batch_cost: 0.30562 s, avg_samples: 256.0, ips: 837.63001 samples/s, eta: 1:21:33 [2025/07/20 23:35:42] openrec INFO: epoch: [36/40], global_step: 110330, lr: 0.000020, loss: 0.196474, avg_reader_cost: 0.00773 s, 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[2025/07/20 23:38:04] openrec INFO: epoch: [36/40], global_step: 110780, lr: 0.000019, loss: 0.197918, avg_reader_cost: 0.00696 s, avg_batch_cost: 0.30779 s, avg_samples: 256.0, ips: 831.73581 samples/s, eta: 1:19:10 [2025/07/20 23:38:07] openrec INFO: epoch: [36/40], global_step: 110790, lr: 0.000019, loss: 0.228030, avg_reader_cost: 0.00910 s, avg_batch_cost: 0.30798 s, avg_samples: 256.0, ips: 831.22798 samples/s, eta: 1:19:07 [2025/07/20 23:38:10] openrec INFO: epoch: [36/40], global_step: 110800, lr: 0.000019, loss: 0.218836, avg_reader_cost: 0.00742 s, avg_batch_cost: 0.30756 s, avg_samples: 256.0, ips: 832.36439 samples/s, eta: 1:19:04 [2025/07/20 23:38:13] openrec INFO: epoch: [36/40], global_step: 110810, lr: 0.000019, loss: 0.186953, avg_reader_cost: 0.00797 s, avg_batch_cost: 0.30933 s, avg_samples: 256.0, ips: 827.58744 samples/s, eta: 1:19:01 [2025/07/20 23:38:16] openrec INFO: epoch: [36/40], global_step: 110820, lr: 0.000019, loss: 0.186953, avg_reader_cost: 0.00778 s, 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[2025/07/20 23:39:15] openrec INFO: cur metric, acc: 0.9591611465795239, norm_edit_dis: 0.9884384193887664, num_samples: 7248, fps: 2717.0644168176677 [2025/07/20 23:39:15] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 23:39:18] openrec INFO: epoch: [36/40], global_step: 111010, lr: 0.000019, loss: 0.201457, avg_reader_cost: 0.36026 s, avg_batch_cost: 0.65351 s, avg_samples: 256.0, ips: 391.73141 samples/s, eta: 1:17:58 [2025/07/20 23:39:21] openrec INFO: epoch: [36/40], global_step: 111020, lr: 0.000019, loss: 0.200659, avg_reader_cost: 0.00719 s, avg_batch_cost: 0.30774 s, avg_samples: 256.0, ips: 831.87532 samples/s, eta: 1:17:55 [2025/07/20 23:39:24] openrec INFO: epoch: [36/40], global_step: 111030, lr: 0.000019, loss: 0.182247, avg_reader_cost: 0.00771 s, avg_batch_cost: 0.30625 s, avg_samples: 256.0, ips: 835.91297 samples/s, eta: 1:17:52 [2025/07/20 23:39:27] openrec 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epoch: [36/40], global_step: 111500, lr: 0.000017, loss: 0.217296, avg_reader_cost: 0.00724 s, avg_batch_cost: 0.30170 s, avg_samples: 256.0, ips: 848.52269 samples/s, eta: 1:15:25 [2025/07/20 23:41:51] openrec INFO: cur metric, acc: 0.9592991156742562, norm_edit_dis: 0.9883771769383287, num_samples: 7248, fps: 2719.959490202566 [2025/07/20 23:41:51] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 23:41:54] openrec INFO: epoch: [36/40], global_step: 111510, lr: 0.000017, loss: 0.223363, avg_reader_cost: 0.35514 s, avg_batch_cost: 0.64526 s, avg_samples: 256.0, ips: 396.73774 samples/s, eta: 1:15:22 [2025/07/20 23:41:57] openrec INFO: epoch: [36/40], global_step: 111520, lr: 0.000017, loss: 0.223363, avg_reader_cost: 0.00679 s, avg_batch_cost: 0.29963 s, avg_samples: 256.0, ips: 854.39789 samples/s, eta: 1:15:19 [2025/07/20 23:42:00] openrec INFO: epoch: [36/40], global_step: 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[2025/07/20 23:43:54] openrec INFO: epoch: [36/40], global_step: 111900, lr: 0.000017, loss: 0.197186, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.30476 s, avg_samples: 256.0, ips: 839.99545 samples/s, eta: 1:13:20 [2025/07/20 23:43:57] openrec INFO: epoch: [36/40], global_step: 111910, lr: 0.000016, loss: 0.192191, avg_reader_cost: 0.00790 s, avg_batch_cost: 0.30866 s, avg_samples: 256.0, ips: 829.39392 samples/s, eta: 1:13:17 [2025/07/20 23:44:00] openrec INFO: epoch: [36/40], global_step: 111920, lr: 0.000016, loss: 0.204107, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.30574 s, avg_samples: 256.0, ips: 837.32163 samples/s, eta: 1:13:14 [2025/07/20 23:44:03] openrec INFO: epoch: [36/40], global_step: 111930, lr: 0.000016, loss: 0.226193, avg_reader_cost: 0.00723 s, avg_batch_cost: 0.30879 s, avg_samples: 256.0, ips: 829.04651 samples/s, eta: 1:13:11 [2025/07/20 23:44:06] openrec INFO: epoch: [36/40], global_step: 111940, lr: 0.000016, loss: 0.219237, avg_reader_cost: 0.00709 s, 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[36/40], global_step: 111990, lr: 0.000016, loss: 0.226496, avg_reader_cost: 0.00730 s, avg_batch_cost: 0.30418 s, avg_samples: 256.0, ips: 841.61591 samples/s, eta: 1:12:52 [2025/07/20 23:44:24] openrec INFO: epoch: [36/40], global_step: 112000, lr: 0.000016, loss: 0.213968, avg_reader_cost: 0.00673 s, avg_batch_cost: 0.30628 s, avg_samples: 256.0, ips: 835.83918 samples/s, eta: 1:12:49 [2025/07/20 23:44:28] openrec INFO: cur metric, acc: 0.9584713011058619, norm_edit_dis: 0.9883948390072038, num_samples: 7248, fps: 2718.4699779850926 [2025/07/20 23:44:28] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 23:44:31] openrec INFO: epoch: [36/40], global_step: 112010, lr: 0.000016, loss: 0.202717, avg_reader_cost: 0.35697 s, avg_batch_cost: 0.65176 s, avg_samples: 256.0, ips: 392.78424 samples/s, eta: 1:12:46 [2025/07/20 23:44:34] openrec INFO: epoch: [36/40], global_step: 112020, 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[2025/07/20 23:48:33] openrec INFO: epoch: [36/40], global_step: 112790, lr: 0.000015, loss: 0.220719, avg_reader_cost: 0.00703 s, avg_batch_cost: 0.30706 s, avg_samples: 256.0, ips: 833.70803 samples/s, eta: 1:08:43 [2025/07/20 23:48:36] openrec INFO: epoch: [36/40], global_step: 112800, lr: 0.000014, loss: 0.197678, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.30631 s, avg_samples: 256.0, ips: 835.74146 samples/s, eta: 1:08:40 [2025/07/20 23:48:39] openrec INFO: epoch: [36/40], global_step: 112810, lr: 0.000014, loss: 0.226123, avg_reader_cost: 0.00676 s, avg_batch_cost: 0.30707 s, avg_samples: 256.0, ips: 833.69443 samples/s, eta: 1:08:36 [2025/07/20 23:48:42] openrec INFO: epoch: [36/40], global_step: 112820, lr: 0.000014, loss: 0.217029, avg_reader_cost: 0.00680 s, avg_batch_cost: 0.30246 s, avg_samples: 256.0, ips: 846.38310 samples/s, eta: 1:08:33 [2025/07/20 23:48:46] openrec INFO: epoch: [36/40], global_step: 112830, lr: 0.000014, loss: 0.175682, avg_reader_cost: 0.00690 s, 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[36/40], global_step: 113140, lr: 0.000014, loss: 0.178633, avg_reader_cost: 0.00654 s, avg_batch_cost: 0.30471 s, avg_samples: 256.0, ips: 840.13801 samples/s, eta: 1:06:54 [2025/07/20 23:50:27] openrec INFO: epoch: [36/40], global_step: 113150, lr: 0.000014, loss: 0.221282, avg_reader_cost: 0.00712 s, avg_batch_cost: 0.30558 s, avg_samples: 256.0, ips: 837.75947 samples/s, eta: 1:06:50 [2025/07/20 23:50:30] openrec INFO: epoch: [36/40], global_step: 113160, lr: 0.000014, loss: 0.231018, avg_reader_cost: 0.00690 s, avg_batch_cost: 0.30805 s, avg_samples: 256.0, ips: 831.02064 samples/s, eta: 1:06:47 [2025/07/20 23:50:33] openrec INFO: epoch: [36/40], global_step: 113170, lr: 0.000014, loss: 0.223974, avg_reader_cost: 0.00659 s, avg_batch_cost: 0.30945 s, avg_samples: 256.0, ips: 827.28406 samples/s, eta: 1:06:44 [2025/07/20 23:50:36] openrec INFO: epoch: [36/40], global_step: 113180, lr: 0.000014, loss: 0.260122, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.30540 s, avg_samples: 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loss: 0.191352, avg_reader_cost: 0.00677 s, avg_batch_cost: 0.30834 s, avg_samples: 256.0, ips: 830.25694 samples/s, eta: 1:06:25 [2025/07/20 23:50:55] openrec INFO: epoch: [36/40], global_step: 113240, lr: 0.000014, loss: 0.224403, avg_reader_cost: 0.00699 s, avg_batch_cost: 0.30722 s, avg_samples: 256.0, ips: 833.26782 samples/s, eta: 1:06:22 [2025/07/20 23:50:58] openrec INFO: epoch: [36/40], global_step: 113250, lr: 0.000014, loss: 0.218804, avg_reader_cost: 0.00654 s, avg_batch_cost: 0.31285 s, avg_samples: 256.0, ips: 818.28926 samples/s, eta: 1:06:19 [2025/07/20 23:51:01] openrec INFO: epoch: [36/40], global_step: 113260, lr: 0.000014, loss: 0.208574, avg_reader_cost: 0.00699 s, avg_batch_cost: 0.30404 s, avg_samples: 256.0, ips: 841.99077 samples/s, eta: 1:06:16 [2025/07/20 23:51:04] openrec INFO: epoch: [36/40], global_step: 113270, lr: 0.000013, loss: 0.185303, avg_reader_cost: 0.00689 s, avg_batch_cost: 0.31033 s, avg_samples: 256.0, ips: 824.93715 samples/s, eta: 1:06:13 [2025/07/20 23:51:07] openrec INFO: epoch: [36/40], global_step: 113280, lr: 0.000013, loss: 0.194519, avg_reader_cost: 0.00666 s, avg_batch_cost: 0.30367 s, avg_samples: 256.0, ips: 843.02468 samples/s, eta: 1:06:10 [2025/07/20 23:51:10] openrec INFO: epoch: [36/40], global_step: 113290, lr: 0.000013, loss: 0.216986, avg_reader_cost: 0.00664 s, avg_batch_cost: 0.30458 s, avg_samples: 256.0, ips: 840.49359 samples/s, eta: 1:06:07 [2025/07/20 23:51:13] openrec INFO: epoch: [36/40], global_step: 113300, lr: 0.000013, loss: 0.218274, avg_reader_cost: 0.00764 s, avg_batch_cost: 0.30257 s, avg_samples: 256.0, ips: 846.07351 samples/s, eta: 1:06:04 [2025/07/20 23:51:16] openrec INFO: epoch: [36/40], global_step: 113310, lr: 0.000013, loss: 0.208832, avg_reader_cost: 0.00647 s, avg_batch_cost: 0.30848 s, avg_samples: 256.0, ips: 829.86423 samples/s, eta: 1:06:00 [2025/07/20 23:51:19] openrec INFO: epoch: [36/40], global_step: 113320, lr: 0.000013, loss: 0.205298, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.30644 s, avg_samples: 256.0, ips: 835.39730 samples/s, eta: 1:05:57 [2025/07/20 23:51:22] openrec INFO: epoch: [36/40], global_step: 113330, lr: 0.000013, loss: 0.230794, avg_reader_cost: 0.00704 s, avg_batch_cost: 0.30224 s, avg_samples: 256.0, ips: 846.99580 samples/s, eta: 1:05:54 [2025/07/20 23:51:25] openrec INFO: epoch: [36/40], global_step: 113340, lr: 0.000013, loss: 0.217936, avg_reader_cost: 0.00710 s, avg_batch_cost: 0.30604 s, avg_samples: 256.0, ips: 836.49248 samples/s, eta: 1:05:51 [2025/07/20 23:51:28] openrec INFO: epoch: [36/40], global_step: 113350, lr: 0.000013, loss: 0.212809, avg_reader_cost: 0.00704 s, avg_batch_cost: 0.30450 s, avg_samples: 256.0, ips: 840.72550 samples/s, eta: 1:05:48 [2025/07/20 23:51:31] openrec INFO: epoch: [36/40], global_step: 113360, lr: 0.000013, loss: 0.212832, avg_reader_cost: 0.00793 s, avg_batch_cost: 0.30929 s, avg_samples: 256.0, ips: 827.70125 samples/s, eta: 1:05:45 [2025/07/20 23:51:34] openrec INFO: epoch: [36/40], global_step: 113370, lr: 0.000013, loss: 0.191815, avg_reader_cost: 0.00728 s, avg_batch_cost: 0.30443 s, avg_samples: 256.0, ips: 840.92843 samples/s, eta: 1:05:42 [2025/07/20 23:51:38] openrec INFO: epoch: [36/40], global_step: 113380, lr: 0.000013, loss: 0.194887, avg_reader_cost: 0.00661 s, avg_batch_cost: 0.30838 s, avg_samples: 256.0, ips: 830.13267 samples/s, eta: 1:05:39 [2025/07/20 23:51:41] openrec INFO: epoch: [36/40], global_step: 113390, lr: 0.000013, loss: 0.205881, avg_reader_cost: 0.00674 s, avg_batch_cost: 0.30488 s, avg_samples: 256.0, ips: 839.66235 samples/s, eta: 1:05:35 [2025/07/20 23:51:44] openrec INFO: epoch: [36/40], global_step: 113400, lr: 0.000013, loss: 0.225579, avg_reader_cost: 0.00685 s, avg_batch_cost: 0.30392 s, avg_samples: 256.0, ips: 842.31792 samples/s, eta: 1:05:32 [2025/07/20 23:51:49] openrec INFO: cur metric, acc: 0.9599889611479181, norm_edit_dis: 0.9886940332098388, num_samples: 7248, fps: 1927.1111611478643 [2025/07/20 23:51:49] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 23:51:49] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/20 23:51:50] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_36.pth [2025/07/20 23:51:54] openrec INFO: epoch: [37/40], global_step: 113410, lr: 0.000013, loss: 0.211702, avg_reader_cost: 0.75612 s, avg_batch_cost: 1.04865 s, avg_samples: 256.0, ips: 244.12357 samples/s, eta: 1:05:30 [2025/07/20 23:51:57] openrec INFO: epoch: [37/40], global_step: 113420, lr: 0.000013, loss: 0.216876, avg_reader_cost: 0.00667 s, avg_batch_cost: 0.30122 s, avg_samples: 256.0, ips: 849.88776 samples/s, eta: 1:05:27 [2025/07/20 23:52:00] openrec INFO: epoch: [37/40], global_step: 113430, lr: 0.000013, loss: 0.226025, avg_reader_cost: 0.00837 s, avg_batch_cost: 0.30577 s, avg_samples: 256.0, ips: 837.23408 samples/s, eta: 1:05:24 [2025/07/20 23:52:03] openrec INFO: epoch: [37/40], global_step: 113440, lr: 0.000013, loss: 0.214781, avg_reader_cost: 0.00780 s, avg_batch_cost: 0.30466 s, avg_samples: 256.0, ips: 840.26970 samples/s, eta: 1:05:21 [2025/07/20 23:52:06] openrec INFO: epoch: [37/40], global_step: 113450, lr: 0.000013, loss: 0.194816, avg_reader_cost: 0.00727 s, avg_batch_cost: 0.30288 s, avg_samples: 256.0, ips: 845.21350 samples/s, eta: 1:05:17 [2025/07/20 23:52:09] openrec INFO: epoch: [37/40], global_step: 113460, lr: 0.000013, loss: 0.205833, avg_reader_cost: 0.00833 s, avg_batch_cost: 0.30357 s, avg_samples: 256.0, ips: 843.29959 samples/s, eta: 1:05:14 [2025/07/20 23:52:12] openrec INFO: epoch: [37/40], global_step: 113470, lr: 0.000013, loss: 0.222142, avg_reader_cost: 0.00848 s, avg_batch_cost: 0.30521 s, avg_samples: 256.0, ips: 838.76487 samples/s, eta: 1:05:11 [2025/07/20 23:52:15] openrec INFO: epoch: [37/40], global_step: 113480, lr: 0.000013, loss: 0.200610, avg_reader_cost: 0.00871 s, avg_batch_cost: 0.30925 s, avg_samples: 256.0, ips: 827.80310 samples/s, eta: 1:05:08 [2025/07/20 23:52:19] openrec INFO: epoch: [37/40], global_step: 113490, lr: 0.000013, loss: 0.218049, avg_reader_cost: 0.00683 s, avg_batch_cost: 0.30292 s, avg_samples: 256.0, ips: 845.12024 samples/s, eta: 1:05:05 [2025/07/20 23:52:22] openrec INFO: epoch: [37/40], global_step: 113500, lr: 0.000013, loss: 0.221141, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.30532 s, avg_samples: 256.0, ips: 838.46607 samples/s, eta: 1:05:02 [2025/07/20 23:52:25] openrec INFO: cur metric, acc: 0.9588852083900591, norm_edit_dis: 0.9883582707004916, num_samples: 7248, fps: 2733.3101356831644 [2025/07/20 23:52:25] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 23:52:28] openrec INFO: epoch: [37/40], global_step: 113510, lr: 0.000013, loss: 0.180403, avg_reader_cost: 0.35854 s, avg_batch_cost: 0.65886 s, avg_samples: 256.0, ips: 388.55238 samples/s, eta: 1:04:59 [2025/07/20 23:52:31] openrec INFO: epoch: [37/40], global_step: 113520, lr: 0.000013, loss: 0.218547, avg_reader_cost: 0.00777 s, avg_batch_cost: 0.30526 s, avg_samples: 256.0, ips: 838.62042 samples/s, eta: 1:04:56 [2025/07/20 23:52:34] openrec INFO: epoch: [37/40], global_step: 113530, lr: 0.000013, loss: 0.218547, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.30016 s, avg_samples: 256.0, ips: 852.87758 samples/s, eta: 1:04:53 [2025/07/20 23:52:37] openrec INFO: epoch: [37/40], global_step: 113540, lr: 0.000013, loss: 0.224833, avg_reader_cost: 0.00784 s, avg_batch_cost: 0.30876 s, avg_samples: 256.0, ips: 829.13140 samples/s, eta: 1:04:50 [2025/07/20 23:52:40] openrec INFO: epoch: [37/40], global_step: 113550, lr: 0.000013, loss: 0.241972, avg_reader_cost: 0.00724 s, avg_batch_cost: 0.30584 s, avg_samples: 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[2025/07/20 23:53:11] openrec INFO: epoch: [37/40], global_step: 113650, lr: 0.000013, loss: 0.289079, avg_reader_cost: 0.00675 s, avg_batch_cost: 0.30495 s, avg_samples: 256.0, ips: 839.47191 samples/s, eta: 1:04:15 [2025/07/20 23:53:14] openrec INFO: epoch: [37/40], global_step: 113660, lr: 0.000013, loss: 0.183161, avg_reader_cost: 0.00710 s, avg_batch_cost: 0.30671 s, avg_samples: 256.0, ips: 834.65369 samples/s, eta: 1:04:12 [2025/07/20 23:53:17] openrec INFO: epoch: [37/40], global_step: 113670, lr: 0.000013, loss: 0.189964, avg_reader_cost: 0.00707 s, avg_batch_cost: 0.30563 s, avg_samples: 256.0, ips: 837.61903 samples/s, eta: 1:04:09 [2025/07/20 23:53:20] openrec INFO: epoch: [37/40], global_step: 113680, lr: 0.000013, loss: 0.233474, avg_reader_cost: 0.00716 s, avg_batch_cost: 0.30493 s, avg_samples: 256.0, ips: 839.53098 samples/s, eta: 1:04:06 [2025/07/20 23:53:23] openrec INFO: epoch: [37/40], global_step: 113690, lr: 0.000013, loss: 0.215995, avg_reader_cost: 0.00666 s, 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[37/40], global_step: 113740, lr: 0.000013, loss: 0.208741, avg_reader_cost: 0.00701 s, avg_batch_cost: 0.30602 s, avg_samples: 256.0, ips: 836.55987 samples/s, eta: 1:03:47 [2025/07/20 23:53:42] openrec INFO: epoch: [37/40], global_step: 113750, lr: 0.000013, loss: 0.190108, avg_reader_cost: 0.00641 s, avg_batch_cost: 0.30743 s, avg_samples: 256.0, ips: 832.70328 samples/s, eta: 1:03:44 [2025/07/20 23:53:45] openrec INFO: epoch: [37/40], global_step: 113760, lr: 0.000012, loss: 0.188648, avg_reader_cost: 0.00703 s, avg_batch_cost: 0.30271 s, avg_samples: 256.0, ips: 845.70040 samples/s, eta: 1:03:41 [2025/07/20 23:53:48] openrec INFO: epoch: [37/40], global_step: 113770, lr: 0.000012, loss: 0.186002, avg_reader_cost: 0.00703 s, avg_batch_cost: 0.30554 s, avg_samples: 256.0, ips: 837.87087 samples/s, eta: 1:03:38 [2025/07/20 23:53:51] openrec INFO: epoch: [37/40], global_step: 113780, lr: 0.000012, loss: 0.188286, avg_reader_cost: 0.00690 s, avg_batch_cost: 0.30592 s, avg_samples: 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loss: 0.198171, avg_reader_cost: 0.00705 s, avg_batch_cost: 0.30901 s, avg_samples: 256.0, ips: 828.46019 samples/s, eta: 1:03:19 [2025/07/20 23:54:09] openrec INFO: epoch: [37/40], global_step: 113840, lr: 0.000012, loss: 0.210860, avg_reader_cost: 0.00699 s, avg_batch_cost: 0.30477 s, avg_samples: 256.0, ips: 839.97508 samples/s, eta: 1:03:16 [2025/07/20 23:54:12] openrec INFO: epoch: [37/40], global_step: 113850, lr: 0.000012, loss: 0.196744, avg_reader_cost: 0.00638 s, avg_batch_cost: 0.30275 s, avg_samples: 256.0, ips: 845.58698 samples/s, eta: 1:03:13 [2025/07/20 23:54:15] openrec INFO: epoch: [37/40], global_step: 113860, lr: 0.000012, loss: 0.192836, avg_reader_cost: 0.00635 s, avg_batch_cost: 0.30593 s, avg_samples: 256.0, ips: 836.78270 samples/s, eta: 1:03:10 [2025/07/20 23:54:18] openrec INFO: epoch: [37/40], global_step: 113870, lr: 0.000012, loss: 0.197098, avg_reader_cost: 0.00639 s, avg_batch_cost: 0.30586 s, avg_samples: 256.0, ips: 836.97460 samples/s, eta: 1:03:06 [2025/07/20 23:54:21] openrec INFO: epoch: [37/40], global_step: 113880, lr: 0.000012, loss: 0.202843, avg_reader_cost: 0.00723 s, avg_batch_cost: 0.30856 s, avg_samples: 256.0, ips: 829.66141 samples/s, eta: 1:03:03 [2025/07/20 23:54:25] openrec INFO: epoch: [37/40], global_step: 113890, lr: 0.000012, loss: 0.221436, avg_reader_cost: 0.00670 s, avg_batch_cost: 0.30729 s, avg_samples: 256.0, ips: 833.10134 samples/s, eta: 1:03:00 [2025/07/20 23:54:28] openrec INFO: epoch: [37/40], global_step: 113900, lr: 0.000012, loss: 0.211755, avg_reader_cost: 0.00682 s, avg_batch_cost: 0.30963 s, avg_samples: 256.0, ips: 826.79725 samples/s, eta: 1:02:57 [2025/07/20 23:54:31] openrec INFO: epoch: [37/40], global_step: 113910, lr: 0.000012, loss: 0.196152, avg_reader_cost: 0.00673 s, avg_batch_cost: 0.30377 s, avg_samples: 256.0, ips: 842.74368 samples/s, eta: 1:02:54 [2025/07/20 23:54:34] openrec INFO: epoch: [37/40], global_step: 113920, lr: 0.000012, loss: 0.206574, avg_reader_cost: 0.00744 s, 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[37/40], global_step: 113970, lr: 0.000012, loss: 0.205450, avg_reader_cost: 0.00676 s, avg_batch_cost: 0.30746 s, avg_samples: 256.0, ips: 832.63167 samples/s, eta: 1:02:35 [2025/07/20 23:54:52] openrec INFO: epoch: [37/40], global_step: 113980, lr: 0.000012, loss: 0.214866, avg_reader_cost: 0.00684 s, avg_batch_cost: 0.30276 s, avg_samples: 256.0, ips: 845.54949 samples/s, eta: 1:02:32 [2025/07/20 23:54:55] openrec INFO: epoch: [37/40], global_step: 113990, lr: 0.000012, loss: 0.227260, avg_reader_cost: 0.00647 s, avg_batch_cost: 0.30561 s, avg_samples: 256.0, ips: 837.68072 samples/s, eta: 1:02:29 [2025/07/20 23:54:58] openrec INFO: epoch: [37/40], global_step: 114000, lr: 0.000012, loss: 0.203604, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30861 s, avg_samples: 256.0, ips: 829.51893 samples/s, eta: 1:02:26 [2025/07/20 23:55:02] openrec INFO: cur metric, acc: 0.9587472392953267, norm_edit_dis: 0.9883053054002898, num_samples: 7248, fps: 2729.1722678755336 [2025/07/20 23:55:02] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/20 23:55:05] openrec INFO: epoch: [37/40], global_step: 114010, lr: 0.000012, loss: 0.203604, avg_reader_cost: 0.35414 s, avg_batch_cost: 0.64990 s, avg_samples: 256.0, ips: 393.90708 samples/s, eta: 1:02:23 [2025/07/20 23:55:08] openrec INFO: epoch: [37/40], global_step: 114020, lr: 0.000012, loss: 0.198925, avg_reader_cost: 0.00629 s, avg_batch_cost: 0.30307 s, avg_samples: 256.0, ips: 844.68337 samples/s, eta: 1:02:20 [2025/07/20 23:55:11] openrec INFO: epoch: [37/40], global_step: 114030, lr: 0.000012, loss: 0.212686, avg_reader_cost: 0.00685 s, avg_batch_cost: 0.30369 s, avg_samples: 256.0, ips: 842.96671 samples/s, eta: 1:02:17 [2025/07/20 23:55:14] openrec INFO: epoch: [37/40], global_step: 114040, lr: 0.000012, loss: 0.176696, avg_reader_cost: 0.00663 s, avg_batch_cost: 0.30150 s, avg_samples: 256.0, ips: 849.10015 samples/s, eta: 1:02:14 [2025/07/20 23:55:17] openrec INFO: epoch: [37/40], global_step: 114050, lr: 0.000012, loss: 0.170965, avg_reader_cost: 0.00714 s, avg_batch_cost: 0.30718 s, avg_samples: 256.0, ips: 833.39645 samples/s, eta: 1:02:10 [2025/07/20 23:55:20] openrec INFO: epoch: [37/40], global_step: 114060, lr: 0.000012, loss: 0.201740, avg_reader_cost: 0.00679 s, avg_batch_cost: 0.30698 s, avg_samples: 256.0, ips: 833.93537 samples/s, eta: 1:02:07 [2025/07/20 23:55:23] openrec INFO: epoch: [37/40], global_step: 114070, lr: 0.000012, loss: 0.288406, avg_reader_cost: 0.00668 s, avg_batch_cost: 0.30421 s, avg_samples: 256.0, ips: 841.53399 samples/s, eta: 1:02:04 [2025/07/20 23:55:26] openrec INFO: epoch: [37/40], global_step: 114080, lr: 0.000012, loss: 0.224184, avg_reader_cost: 0.00698 s, avg_batch_cost: 0.30649 s, avg_samples: 256.0, ips: 835.26044 samples/s, eta: 1:02:01 [2025/07/20 23:55:29] openrec INFO: epoch: [37/40], global_step: 114090, lr: 0.000012, loss: 0.202442, avg_reader_cost: 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epoch: [37/40], global_step: 114140, lr: 0.000012, loss: 0.223763, avg_reader_cost: 0.00671 s, avg_batch_cost: 0.30245 s, avg_samples: 256.0, ips: 846.42940 samples/s, eta: 1:01:42 [2025/07/20 23:55:48] openrec INFO: epoch: [37/40], global_step: 114150, lr: 0.000012, loss: 0.223763, avg_reader_cost: 0.00672 s, avg_batch_cost: 0.30787 s, avg_samples: 256.0, ips: 831.51064 samples/s, eta: 1:01:39 [2025/07/20 23:55:51] openrec INFO: epoch: [37/40], global_step: 114160, lr: 0.000012, loss: 0.234640, avg_reader_cost: 0.00632 s, avg_batch_cost: 0.30622 s, avg_samples: 256.0, ips: 835.99399 samples/s, eta: 1:01:36 [2025/07/20 23:55:54] openrec INFO: epoch: [37/40], global_step: 114170, lr: 0.000012, loss: 0.212465, avg_reader_cost: 0.00661 s, avg_batch_cost: 0.30024 s, avg_samples: 256.0, ips: 852.64866 samples/s, eta: 1:01:33 [2025/07/20 23:55:57] openrec INFO: epoch: [37/40], global_step: 114180, lr: 0.000012, loss: 0.222905, avg_reader_cost: 0.00677 s, avg_batch_cost: 0.30443 s, 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[2025/07/20 23:59:01] openrec INFO: epoch: [37/40], global_step: 114770, lr: 0.000011, loss: 0.190565, avg_reader_cost: 0.00656 s, avg_batch_cost: 0.30702 s, avg_samples: 256.0, ips: 833.82359 samples/s, eta: 0:58:25 [2025/07/20 23:59:04] openrec INFO: epoch: [37/40], global_step: 114780, lr: 0.000011, loss: 0.215583, avg_reader_cost: 0.00692 s, avg_batch_cost: 0.30496 s, avg_samples: 256.0, ips: 839.46659 samples/s, eta: 0:58:22 [2025/07/20 23:59:07] openrec INFO: epoch: [37/40], global_step: 114790, lr: 0.000010, loss: 0.234067, avg_reader_cost: 0.00685 s, avg_batch_cost: 0.30432 s, avg_samples: 256.0, ips: 841.23169 samples/s, eta: 0:58:19 [2025/07/20 23:59:10] openrec INFO: epoch: [37/40], global_step: 114800, lr: 0.000010, loss: 0.230197, avg_reader_cost: 0.00830 s, avg_batch_cost: 0.30216 s, avg_samples: 256.0, ips: 847.24455 samples/s, eta: 0:58:16 [2025/07/20 23:59:13] openrec INFO: epoch: [37/40], global_step: 114810, lr: 0.000010, loss: 0.198780, avg_reader_cost: 0.00818 s, 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[2025/07/21 00:00:11] openrec INFO: epoch: [37/40], global_step: 115000, lr: 0.000010, loss: 0.216873, avg_reader_cost: 0.00792 s, avg_batch_cost: 0.30391 s, avg_samples: 256.0, ips: 842.35321 samples/s, eta: 0:57:14 [2025/07/21 00:00:15] openrec INFO: cur metric, acc: 0.959575053863721, norm_edit_dis: 0.9886150641274606, num_samples: 7248, fps: 2731.096216689394 [2025/07/21 00:00:15] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/21 00:00:18] openrec INFO: epoch: [37/40], global_step: 115010, lr: 0.000010, loss: 0.214865, avg_reader_cost: 0.35354 s, avg_batch_cost: 0.65185 s, avg_samples: 256.0, ips: 392.72812 samples/s, eta: 0:57:11 [2025/07/21 00:00:21] openrec INFO: epoch: [37/40], global_step: 115020, lr: 0.000010, loss: 0.221827, avg_reader_cost: 0.00701 s, avg_batch_cost: 0.30703 s, avg_samples: 256.0, ips: 833.78429 samples/s, eta: 0:57:08 [2025/07/21 00:00:24] openrec 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[2025/07/21 00:04:50] openrec INFO: epoch: [37/40], global_step: 115890, lr: 0.000009, loss: 0.204190, avg_reader_cost: 0.00751 s, avg_batch_cost: 0.30731 s, avg_samples: 256.0, ips: 833.02817 samples/s, eta: 0:52:36 [2025/07/21 00:04:53] openrec INFO: epoch: [37/40], global_step: 115900, lr: 0.000009, loss: 0.211479, avg_reader_cost: 0.00695 s, avg_batch_cost: 0.31013 s, avg_samples: 256.0, ips: 825.45255 samples/s, eta: 0:52:33 [2025/07/21 00:04:57] openrec INFO: epoch: [37/40], global_step: 115910, lr: 0.000009, loss: 0.209244, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.30510 s, avg_samples: 256.0, ips: 839.06617 samples/s, eta: 0:52:29 [2025/07/21 00:05:00] openrec INFO: epoch: [37/40], global_step: 115920, lr: 0.000008, loss: 0.206757, avg_reader_cost: 0.00738 s, avg_batch_cost: 0.30829 s, avg_samples: 256.0, ips: 830.38638 samples/s, eta: 0:52:26 [2025/07/21 00:05:03] openrec INFO: epoch: [37/40], global_step: 115930, lr: 0.000008, loss: 0.175240, avg_reader_cost: 0.00852 s, 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[37/40], global_step: 115980, lr: 0.000008, loss: 0.232889, avg_reader_cost: 0.00695 s, avg_batch_cost: 0.30641 s, avg_samples: 256.0, ips: 835.47146 samples/s, eta: 0:52:08 [2025/07/21 00:05:21] openrec INFO: epoch: [37/40], global_step: 115990, lr: 0.000008, loss: 0.185048, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.30766 s, avg_samples: 256.0, ips: 832.09651 samples/s, eta: 0:52:04 [2025/07/21 00:05:24] openrec INFO: epoch: [37/40], global_step: 116000, lr: 0.000008, loss: 0.181634, avg_reader_cost: 0.00794 s, avg_batch_cost: 0.29941 s, avg_samples: 256.0, ips: 855.01763 samples/s, eta: 0:52:01 [2025/07/21 00:05:28] openrec INFO: cur metric, acc: 0.9598509920531858, norm_edit_dis: 0.9886962877081582, num_samples: 7248, fps: 2723.475695157719 [2025/07/21 00:05:28] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/21 00:05:31] openrec INFO: epoch: [37/40], global_step: 116010, 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0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/21 00:08:08] openrec INFO: epoch: [37/40], global_step: 116510, lr: 0.000008, loss: 0.213416, avg_reader_cost: 0.35445 s, avg_batch_cost: 0.64964 s, avg_samples: 256.0, ips: 394.06404 samples/s, eta: 0:49:22 [2025/07/21 00:08:11] openrec INFO: epoch: [37/40], global_step: 116520, lr: 0.000008, loss: 0.233124, avg_reader_cost: 0.00779 s, avg_batch_cost: 0.30501 s, avg_samples: 256.0, ips: 839.30373 samples/s, eta: 0:49:19 [2025/07/21 00:08:14] openrec INFO: epoch: [37/40], global_step: 116530, lr: 0.000008, loss: 0.233124, avg_reader_cost: 0.00709 s, avg_batch_cost: 0.30553 s, avg_samples: 256.0, ips: 837.88074 samples/s, eta: 0:49:16 [2025/07/21 00:08:17] openrec INFO: epoch: [37/40], global_step: 116540, lr: 0.000007, loss: 0.207292, avg_reader_cost: 0.00773 s, avg_batch_cost: 0.30456 s, avg_samples: 256.0, ips: 840.56399 samples/s, eta: 0:49:13 [2025/07/21 00:08:20] openrec INFO: epoch: [37/40], global_step: 116550, lr: 0.000007, loss: 0.207292, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.30209 s, avg_samples: 256.0, ips: 847.43024 samples/s, eta: 0:49:10 [2025/07/21 00:08:25] openrec INFO: cur metric, acc: 0.9597130229584534, norm_edit_dis: 0.9887450676733813, num_samples: 7248, fps: 1915.8885377863498 [2025/07/21 00:08:25] openrec INFO: best metric, acc: 0.9604028684321153, norm_edit_dis: 0.9887459915760881, num_samples: 7248, fps: 2732.2292478331806, best_epoch: 33 [2025/07/21 00:08:25] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/21 00:08:26] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_37.pth [2025/07/21 00:08:30] openrec INFO: epoch: [38/40], global_step: 116560, lr: 0.000007, loss: 0.196217, avg_reader_cost: 0.73044 s, avg_batch_cost: 1.03288 s, 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[2025/07/21 00:12:45] openrec INFO: epoch: [38/40], global_step: 117380, lr: 0.000006, loss: 0.194135, avg_reader_cost: 0.00735 s, avg_batch_cost: 0.30900 s, avg_samples: 256.0, ips: 828.47036 samples/s, eta: 0:44:51 [2025/07/21 00:12:48] openrec INFO: epoch: [38/40], global_step: 117390, lr: 0.000006, loss: 0.223768, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.30260 s, avg_samples: 256.0, ips: 845.99278 samples/s, eta: 0:44:48 [2025/07/21 00:12:51] openrec INFO: epoch: [38/40], global_step: 117400, lr: 0.000006, loss: 0.197970, avg_reader_cost: 0.00738 s, avg_batch_cost: 0.30748 s, avg_samples: 256.0, ips: 832.57738 samples/s, eta: 0:44:45 [2025/07/21 00:12:54] openrec INFO: epoch: [38/40], global_step: 117410, lr: 0.000006, loss: 0.163212, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30284 s, avg_samples: 256.0, ips: 845.32942 samples/s, eta: 0:44:42 [2025/07/21 00:12:57] openrec INFO: epoch: [38/40], global_step: 117420, lr: 0.000006, loss: 0.208089, avg_reader_cost: 0.00730 s, 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openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/best.pth [2025/07/21 00:13:25] openrec INFO: best metric, acc: 0.9605408375268477, norm_edit_dis: 0.9886663147684583, num_samples: 7248, fps: 2734.3330987587697, best_epoch: 38 [2025/07/21 00:13:28] openrec INFO: epoch: [38/40], global_step: 117510, lr: 0.000006, loss: 0.185541, avg_reader_cost: 0.37691 s, avg_batch_cost: 0.66733 s, avg_samples: 256.0, ips: 383.61632 samples/s, eta: 0:44:11 [2025/07/21 00:13:31] openrec INFO: epoch: [38/40], global_step: 117520, lr: 0.000006, loss: 0.201833, avg_reader_cost: 0.00718 s, avg_batch_cost: 0.30486 s, avg_samples: 256.0, ips: 839.72572 samples/s, eta: 0:44:08 [2025/07/21 00:13:34] openrec INFO: epoch: [38/40], global_step: 117530, lr: 0.000006, loss: 0.201833, avg_reader_cost: 0.00707 s, avg_batch_cost: 0.30251 s, avg_samples: 256.0, ips: 846.24255 samples/s, eta: 0:44:05 [2025/07/21 00:13:37] openrec INFO: epoch: 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[2025/07/21 00:14:20] openrec INFO: epoch: [38/40], global_step: 117680, lr: 0.000006, loss: 0.270692, avg_reader_cost: 0.00724 s, avg_batch_cost: 0.30330 s, avg_samples: 256.0, ips: 844.03765 samples/s, eta: 0:43:18 [2025/07/21 00:14:23] openrec INFO: epoch: [38/40], global_step: 117690, lr: 0.000006, loss: 0.217833, avg_reader_cost: 0.00716 s, avg_batch_cost: 0.30474 s, avg_samples: 256.0, ips: 840.07011 samples/s, eta: 0:43:14 [2025/07/21 00:14:26] openrec INFO: epoch: [38/40], global_step: 117700, lr: 0.000006, loss: 0.186190, avg_reader_cost: 0.00735 s, avg_batch_cost: 0.30126 s, avg_samples: 256.0, ips: 849.76797 samples/s, eta: 0:43:11 [2025/07/21 00:14:29] openrec INFO: epoch: [38/40], global_step: 117710, lr: 0.000006, loss: 0.182785, avg_reader_cost: 0.00734 s, avg_batch_cost: 0.30889 s, avg_samples: 256.0, ips: 828.76367 samples/s, eta: 0:43:08 [2025/07/21 00:14:32] openrec INFO: epoch: [38/40], global_step: 117720, lr: 0.000006, loss: 0.196091, avg_reader_cost: 0.00694 s, 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[2025/07/21 00:15:31] openrec INFO: epoch: [38/40], global_step: 117910, lr: 0.000005, loss: 0.223298, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.30283 s, avg_samples: 256.0, ips: 845.36802 samples/s, eta: 0:42:06 [2025/07/21 00:15:34] openrec INFO: epoch: [38/40], global_step: 117920, lr: 0.000005, loss: 0.218251, avg_reader_cost: 0.00712 s, avg_batch_cost: 0.30931 s, avg_samples: 256.0, ips: 827.65602 samples/s, eta: 0:42:03 [2025/07/21 00:15:37] openrec INFO: epoch: [38/40], global_step: 117930, lr: 0.000005, loss: 0.222234, avg_reader_cost: 0.00698 s, avg_batch_cost: 0.30740 s, avg_samples: 256.0, ips: 832.79738 samples/s, eta: 0:41:59 [2025/07/21 00:15:40] openrec INFO: epoch: [38/40], global_step: 117940, lr: 0.000005, loss: 0.208710, avg_reader_cost: 0.00721 s, avg_batch_cost: 0.30537 s, avg_samples: 256.0, ips: 838.33245 samples/s, eta: 0:41:56 [2025/07/21 00:15:43] openrec INFO: epoch: [38/40], global_step: 117950, lr: 0.000005, loss: 0.208710, avg_reader_cost: 0.00774 s, 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[2025/07/21 00:20:10] openrec INFO: epoch: [38/40], global_step: 118800, lr: 0.000004, loss: 0.214756, avg_reader_cost: 0.00714 s, avg_batch_cost: 0.30114 s, avg_samples: 256.0, ips: 850.09386 samples/s, eta: 0:37:28 [2025/07/21 00:20:14] openrec INFO: epoch: [38/40], global_step: 118810, lr: 0.000004, loss: 0.198778, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.30789 s, avg_samples: 256.0, ips: 831.46305 samples/s, eta: 0:37:25 [2025/07/21 00:20:17] openrec INFO: epoch: [38/40], global_step: 118820, lr: 0.000004, loss: 0.230773, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30081 s, avg_samples: 256.0, ips: 851.03924 samples/s, eta: 0:37:22 [2025/07/21 00:20:20] openrec INFO: epoch: [38/40], global_step: 118830, lr: 0.000004, loss: 0.259376, avg_reader_cost: 0.00728 s, avg_batch_cost: 0.30535 s, avg_samples: 256.0, ips: 838.39569 samples/s, eta: 0:37:18 [2025/07/21 00:20:23] openrec INFO: epoch: [38/40], global_step: 118840, lr: 0.000004, loss: 0.242216, avg_reader_cost: 0.00735 s, 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[38/40], global_step: 119150, lr: 0.000004, loss: 0.172807, avg_reader_cost: 0.00724 s, avg_batch_cost: 0.30333 s, avg_samples: 256.0, ips: 843.96375 samples/s, eta: 0:35:39 [2025/07/21 00:22:04] openrec INFO: epoch: [38/40], global_step: 119160, lr: 0.000004, loss: 0.183274, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30436 s, avg_samples: 256.0, ips: 841.11690 samples/s, eta: 0:35:35 [2025/07/21 00:22:07] openrec INFO: epoch: [38/40], global_step: 119170, lr: 0.000004, loss: 0.227870, avg_reader_cost: 0.00751 s, avg_batch_cost: 0.30375 s, avg_samples: 256.0, ips: 842.79342 samples/s, eta: 0:35:32 [2025/07/21 00:22:10] openrec INFO: epoch: [38/40], global_step: 119180, lr: 0.000004, loss: 0.227187, avg_reader_cost: 0.00702 s, avg_batch_cost: 0.30633 s, avg_samples: 256.0, ips: 835.69125 samples/s, eta: 0:35:29 [2025/07/21 00:22:14] openrec INFO: epoch: [38/40], global_step: 119190, lr: 0.000004, loss: 0.214902, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.30572 s, avg_samples: 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[2025/07/21 00:22:44] openrec INFO: epoch: [38/40], global_step: 119290, lr: 0.000004, loss: 0.195237, avg_reader_cost: 0.00792 s, avg_batch_cost: 0.30011 s, avg_samples: 256.0, ips: 853.01729 samples/s, eta: 0:34:55 [2025/07/21 00:22:47] openrec INFO: epoch: [38/40], global_step: 119300, lr: 0.000004, loss: 0.201952, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30533 s, avg_samples: 256.0, ips: 838.44479 samples/s, eta: 0:34:52 [2025/07/21 00:22:50] openrec INFO: epoch: [38/40], global_step: 119310, lr: 0.000004, loss: 0.232230, avg_reader_cost: 0.00737 s, avg_batch_cost: 0.30539 s, avg_samples: 256.0, ips: 838.28324 samples/s, eta: 0:34:49 [2025/07/21 00:22:53] openrec INFO: epoch: [38/40], global_step: 119320, lr: 0.000004, loss: 0.260157, avg_reader_cost: 0.00758 s, avg_batch_cost: 0.30810 s, avg_samples: 256.0, ips: 830.90739 samples/s, eta: 0:34:45 [2025/07/21 00:22:56] openrec INFO: epoch: [38/40], global_step: 119330, lr: 0.000004, loss: 0.184119, avg_reader_cost: 0.00749 s, 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[38/40], global_step: 119380, lr: 0.000004, loss: 0.251689, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.30730 s, avg_samples: 256.0, ips: 833.04976 samples/s, eta: 0:34:27 [2025/07/21 00:23:15] openrec INFO: epoch: [38/40], global_step: 119390, lr: 0.000004, loss: 0.224538, avg_reader_cost: 0.00852 s, avg_batch_cost: 0.30088 s, avg_samples: 256.0, ips: 850.83457 samples/s, eta: 0:34:24 [2025/07/21 00:23:18] openrec INFO: epoch: [38/40], global_step: 119400, lr: 0.000004, loss: 0.196670, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.30358 s, avg_samples: 256.0, ips: 843.27654 samples/s, eta: 0:34:20 [2025/07/21 00:23:21] openrec INFO: epoch: [38/40], global_step: 119410, lr: 0.000004, loss: 0.233875, avg_reader_cost: 0.00660 s, avg_batch_cost: 0.29944 s, avg_samples: 256.0, ips: 854.91844 samples/s, eta: 0:34:17 [2025/07/21 00:23:24] openrec INFO: epoch: [38/40], global_step: 119420, lr: 0.000004, loss: 0.259625, avg_reader_cost: 0.00800 s, avg_batch_cost: 0.30640 s, avg_samples: 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loss: 0.195644, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.30463 s, avg_samples: 256.0, ips: 840.35749 samples/s, eta: 0:33:59 [2025/07/21 00:23:42] openrec INFO: epoch: [38/40], global_step: 119480, lr: 0.000004, loss: 0.216121, avg_reader_cost: 0.00738 s, avg_batch_cost: 0.30585 s, avg_samples: 256.0, ips: 837.00252 samples/s, eta: 0:33:55 [2025/07/21 00:23:45] openrec INFO: epoch: [38/40], global_step: 119490, lr: 0.000004, loss: 0.206938, avg_reader_cost: 0.00903 s, avg_batch_cost: 0.30616 s, avg_samples: 256.0, ips: 836.16215 samples/s, eta: 0:33:52 [2025/07/21 00:23:48] openrec INFO: epoch: [38/40], global_step: 119500, lr: 0.000004, loss: 0.194990, avg_reader_cost: 0.00689 s, avg_batch_cost: 0.30678 s, avg_samples: 256.0, ips: 834.47394 samples/s, eta: 0:33:49 [2025/07/21 00:23:52] openrec INFO: cur metric, acc: 0.9594370847689886, norm_edit_dis: 0.9884966209369539, num_samples: 7248, fps: 2715.952175437255 [2025/07/21 00:23:52] openrec INFO: best metric, acc: 0.9605408375268477, norm_edit_dis: 0.9886663147684583, num_samples: 7248, fps: 2734.3330987587697, best_epoch: 38 [2025/07/21 00:23:55] openrec INFO: epoch: [38/40], global_step: 119510, lr: 0.000004, loss: 0.201441, avg_reader_cost: 0.35760 s, avg_batch_cost: 0.65396 s, avg_samples: 256.0, ips: 391.45942 samples/s, eta: 0:33:46 [2025/07/21 00:23:58] openrec INFO: epoch: [38/40], global_step: 119520, lr: 0.000004, loss: 0.193794, avg_reader_cost: 0.00780 s, avg_batch_cost: 0.30794 s, avg_samples: 256.0, ips: 831.33694 samples/s, eta: 0:33:43 [2025/07/21 00:24:01] openrec INFO: epoch: [38/40], global_step: 119530, lr: 0.000004, loss: 0.189127, avg_reader_cost: 0.00705 s, avg_batch_cost: 0.30565 s, avg_samples: 256.0, ips: 837.57264 samples/s, eta: 0:33:40 [2025/07/21 00:24:04] openrec INFO: epoch: [38/40], global_step: 119540, lr: 0.000004, loss: 0.238433, avg_reader_cost: 0.00751 s, avg_batch_cost: 0.30704 s, avg_samples: 256.0, ips: 833.76765 samples/s, eta: 0:33:37 [2025/07/21 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[38/40], global_step: 119640, lr: 0.000003, loss: 0.204243, avg_reader_cost: 0.00778 s, avg_batch_cost: 0.30912 s, avg_samples: 256.0, ips: 828.16115 samples/s, eta: 0:33:06 [2025/07/21 00:24:38] openrec INFO: epoch: [38/40], global_step: 119650, lr: 0.000003, loss: 0.251392, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.30827 s, avg_samples: 256.0, ips: 830.45093 samples/s, eta: 0:33:02 [2025/07/21 00:24:41] openrec INFO: epoch: [38/40], global_step: 119660, lr: 0.000003, loss: 0.251392, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.30771 s, avg_samples: 256.0, ips: 831.94190 samples/s, eta: 0:32:59 [2025/07/21 00:24:44] openrec INFO: epoch: [38/40], global_step: 119670, lr: 0.000003, loss: 0.219001, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.30366 s, avg_samples: 256.0, ips: 843.03521 samples/s, eta: 0:32:56 [2025/07/21 00:24:47] openrec INFO: epoch: [38/40], global_step: 119680, lr: 0.000003, loss: 0.219001, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.30946 s, avg_samples: 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to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_38.pth [2025/07/21 00:25:05] openrec INFO: epoch: [39/40], global_step: 119710, lr: 0.000003, loss: 0.203767, avg_reader_cost: 0.81424 s, avg_batch_cost: 1.10927 s, avg_samples: 256.0, ips: 230.78267 samples/s, eta: 0:32:44 [2025/07/21 00:25:08] openrec INFO: epoch: [39/40], global_step: 119720, lr: 0.000003, loss: 0.190572, avg_reader_cost: 0.00771 s, avg_batch_cost: 0.30944 s, avg_samples: 256.0, ips: 827.29292 samples/s, eta: 0:32:41 [2025/07/21 00:25:11] openrec INFO: epoch: [39/40], global_step: 119730, lr: 0.000003, loss: 0.204710, avg_reader_cost: 0.00731 s, avg_batch_cost: 0.30939 s, avg_samples: 256.0, ips: 827.44669 samples/s, eta: 0:32:38 [2025/07/21 00:25:14] openrec INFO: epoch: [39/40], global_step: 119740, lr: 0.000003, loss: 0.218560, avg_reader_cost: 0.00832 s, avg_batch_cost: 0.31058 s, avg_samples: 256.0, ips: 824.25462 samples/s, eta: 0:32:35 [2025/07/21 00:25:17] openrec INFO: epoch: [39/40], global_step: 119750, lr: 0.000003, loss: 0.246377, avg_reader_cost: 0.00713 s, avg_batch_cost: 0.30684 s, avg_samples: 256.0, ips: 834.31697 samples/s, eta: 0:32:32 [2025/07/21 00:25:20] openrec INFO: epoch: [39/40], global_step: 119760, lr: 0.000003, loss: 0.257708, avg_reader_cost: 0.00780 s, avg_batch_cost: 0.30368 s, avg_samples: 256.0, ips: 843.00284 samples/s, eta: 0:32:29 [2025/07/21 00:25:23] openrec INFO: epoch: [39/40], global_step: 119770, lr: 0.000003, loss: 0.220558, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30441 s, avg_samples: 256.0, ips: 840.97223 samples/s, eta: 0:32:25 [2025/07/21 00:25:26] openrec INFO: epoch: [39/40], global_step: 119780, lr: 0.000003, loss: 0.210870, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.30212 s, avg_samples: 256.0, ips: 847.33508 samples/s, eta: 0:32:22 [2025/07/21 00:25:29] openrec INFO: epoch: [39/40], global_step: 119790, lr: 0.000003, loss: 0.174380, avg_reader_cost: 0.00746 s, 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[39/40], global_step: 119840, lr: 0.000003, loss: 0.195782, avg_reader_cost: 0.00772 s, avg_batch_cost: 0.30483 s, avg_samples: 256.0, ips: 839.82082 samples/s, eta: 0:32:04 [2025/07/21 00:25:47] openrec INFO: epoch: [39/40], global_step: 119850, lr: 0.000003, loss: 0.188958, avg_reader_cost: 0.00769 s, avg_batch_cost: 0.30736 s, avg_samples: 256.0, ips: 832.88692 samples/s, eta: 0:32:00 [2025/07/21 00:25:50] openrec INFO: epoch: [39/40], global_step: 119860, lr: 0.000003, loss: 0.192695, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.30274 s, avg_samples: 256.0, ips: 845.60057 samples/s, eta: 0:31:57 [2025/07/21 00:25:54] openrec INFO: epoch: [39/40], global_step: 119870, lr: 0.000003, loss: 0.196637, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30447 s, avg_samples: 256.0, ips: 840.80549 samples/s, eta: 0:31:54 [2025/07/21 00:25:57] openrec INFO: epoch: [39/40], global_step: 119880, lr: 0.000003, loss: 0.184603, avg_reader_cost: 0.00774 s, avg_batch_cost: 0.30419 s, avg_samples: 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loss: 0.202262, avg_reader_cost: 0.00681 s, avg_batch_cost: 0.30441 s, avg_samples: 256.0, ips: 840.96057 samples/s, eta: 0:31:35 [2025/07/21 00:26:15] openrec INFO: epoch: [39/40], global_step: 119940, lr: 0.000003, loss: 0.217425, avg_reader_cost: 0.00878 s, avg_batch_cost: 0.30469 s, avg_samples: 256.0, ips: 840.19560 samples/s, eta: 0:31:32 [2025/07/21 00:26:18] openrec INFO: epoch: [39/40], global_step: 119950, lr: 0.000003, loss: 0.219414, avg_reader_cost: 0.00721 s, avg_batch_cost: 0.30867 s, avg_samples: 256.0, ips: 829.35663 samples/s, eta: 0:31:29 [2025/07/21 00:26:21] openrec INFO: epoch: [39/40], global_step: 119960, lr: 0.000003, loss: 0.194791, avg_reader_cost: 0.00745 s, avg_batch_cost: 0.30196 s, avg_samples: 256.0, ips: 847.79664 samples/s, eta: 0:31:26 [2025/07/21 00:26:24] openrec INFO: epoch: [39/40], global_step: 119970, lr: 0.000003, loss: 0.186810, avg_reader_cost: 0.00907 s, avg_batch_cost: 0.30936 s, avg_samples: 256.0, ips: 827.50191 samples/s, eta: 0:31:23 [2025/07/21 00:26:27] openrec INFO: epoch: [39/40], global_step: 119980, lr: 0.000003, loss: 0.213936, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.30825 s, avg_samples: 256.0, ips: 830.49371 samples/s, eta: 0:31:20 [2025/07/21 00:26:30] openrec INFO: epoch: [39/40], global_step: 119990, lr: 0.000003, loss: 0.232534, avg_reader_cost: 0.00716 s, avg_batch_cost: 0.30378 s, avg_samples: 256.0, ips: 842.70267 samples/s, eta: 0:31:17 [2025/07/21 00:26:33] openrec INFO: epoch: [39/40], global_step: 120000, lr: 0.000003, loss: 0.232312, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.30110 s, avg_samples: 256.0, ips: 850.21738 samples/s, eta: 0:31:13 [2025/07/21 00:26:37] openrec INFO: cur metric, acc: 0.9598509920531858, norm_edit_dis: 0.9886086563137354, num_samples: 7248, fps: 2722.0415558311793 [2025/07/21 00:26:37] openrec INFO: best metric, acc: 0.9605408375268477, norm_edit_dis: 0.9886663147684583, num_samples: 7248, fps: 2734.3330987587697, best_epoch: 38 [2025/07/21 00:26:38] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/iter_latest.pth [2025/07/21 00:26:41] openrec INFO: epoch: [39/40], global_step: 120010, lr: 0.000003, loss: 0.217956, avg_reader_cost: 0.42739 s, avg_batch_cost: 0.72831 s, avg_samples: 256.0, ips: 351.49662 samples/s, eta: 0:31:11 [2025/07/21 00:26:44] openrec INFO: epoch: [39/40], global_step: 120020, lr: 0.000003, loss: 0.194254, avg_reader_cost: 0.00666 s, avg_batch_cost: 0.30654 s, avg_samples: 256.0, ips: 835.12343 samples/s, eta: 0:31:07 [2025/07/21 00:26:47] openrec INFO: epoch: [39/40], global_step: 120030, lr: 0.000003, loss: 0.213199, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.30888 s, avg_samples: 256.0, ips: 828.78805 samples/s, eta: 0:31:04 [2025/07/21 00:26:50] openrec INFO: epoch: [39/40], global_step: 120040, lr: 0.000003, loss: 0.167860, avg_reader_cost: 0.00710 s, avg_batch_cost: 0.30735 s, avg_samples: 256.0, ips: 832.92749 samples/s, eta: 0:31:01 [2025/07/21 00:26:53] openrec INFO: epoch: [39/40], global_step: 120050, lr: 0.000003, loss: 0.216263, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.30753 s, avg_samples: 256.0, ips: 832.45073 samples/s, eta: 0:30:58 [2025/07/21 00:26:56] openrec INFO: epoch: [39/40], global_step: 120060, lr: 0.000003, loss: 0.238884, avg_reader_cost: 0.00728 s, avg_batch_cost: 0.30900 s, avg_samples: 256.0, ips: 828.48819 samples/s, eta: 0:30:55 [2025/07/21 00:26:59] openrec INFO: epoch: [39/40], global_step: 120070, lr: 0.000003, loss: 0.210913, avg_reader_cost: 0.00754 s, avg_batch_cost: 0.30961 s, avg_samples: 256.0, ips: 826.83831 samples/s, eta: 0:30:52 [2025/07/21 00:27:02] openrec INFO: epoch: [39/40], global_step: 120080, lr: 0.000003, loss: 0.218605, avg_reader_cost: 0.00768 s, avg_batch_cost: 0.30624 s, avg_samples: 256.0, ips: 835.93691 samples/s, eta: 0:30:49 [2025/07/21 00:27:05] openrec INFO: epoch: [39/40], global_step: 120090, lr: 0.000003, loss: 0.204963, avg_reader_cost: 0.00654 s, 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[2025/07/21 00:28:03] openrec INFO: epoch: [39/40], global_step: 120280, lr: 0.000003, loss: 0.192350, avg_reader_cost: 0.00734 s, avg_batch_cost: 0.30539 s, avg_samples: 256.0, ips: 838.26419 samples/s, eta: 0:29:46 [2025/07/21 00:28:07] openrec INFO: epoch: [39/40], global_step: 120290, lr: 0.000003, loss: 0.195259, avg_reader_cost: 0.00732 s, avg_batch_cost: 0.30774 s, avg_samples: 256.0, ips: 831.87861 samples/s, eta: 0:29:43 [2025/07/21 00:28:10] openrec INFO: epoch: [39/40], global_step: 120300, lr: 0.000003, loss: 0.200631, avg_reader_cost: 0.00727 s, avg_batch_cost: 0.30894 s, avg_samples: 256.0, ips: 828.63083 samples/s, eta: 0:29:40 [2025/07/21 00:28:13] openrec INFO: epoch: [39/40], global_step: 120310, lr: 0.000003, loss: 0.179182, avg_reader_cost: 0.00839 s, avg_batch_cost: 0.30554 s, avg_samples: 256.0, ips: 837.85694 samples/s, eta: 0:29:37 [2025/07/21 00:28:16] openrec INFO: epoch: [39/40], global_step: 120320, lr: 0.000003, loss: 0.190530, avg_reader_cost: 0.00720 s, 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[2025/07/21 00:29:15] openrec INFO: cur metric, acc: 0.9598509920531858, norm_edit_dis: 0.9885607503780645, num_samples: 7248, fps: 2728.874368236232 [2025/07/21 00:29:15] openrec INFO: best metric, acc: 0.9605408375268477, norm_edit_dis: 0.9886663147684583, num_samples: 7248, fps: 2734.3330987587697, best_epoch: 38 [2025/07/21 00:29:18] openrec INFO: epoch: [39/40], global_step: 120510, lr: 0.000003, loss: 0.228409, avg_reader_cost: 0.35462 s, avg_batch_cost: 0.65061 s, avg_samples: 256.0, ips: 393.47923 samples/s, eta: 0:28:34 [2025/07/21 00:29:21] openrec INFO: epoch: [39/40], global_step: 120520, lr: 0.000003, loss: 0.224649, avg_reader_cost: 0.00701 s, avg_batch_cost: 0.30277 s, avg_samples: 256.0, ips: 845.53644 samples/s, eta: 0:28:31 [2025/07/21 00:29:24] openrec INFO: epoch: [39/40], global_step: 120530, lr: 0.000003, loss: 0.214262, avg_reader_cost: 0.00710 s, avg_batch_cost: 0.30651 s, avg_samples: 256.0, ips: 835.20878 samples/s, eta: 0:28:28 [2025/07/21 00:29:27] openrec 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[2025/07/21 00:33:54] openrec INFO: epoch: [39/40], global_step: 121400, lr: 0.000002, loss: 0.169995, avg_reader_cost: 0.00718 s, avg_batch_cost: 0.30958 s, avg_samples: 256.0, ips: 826.91383 samples/s, eta: 0:23:56 [2025/07/21 00:33:57] openrec INFO: epoch: [39/40], global_step: 121410, lr: 0.000002, loss: 0.195157, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.30697 s, avg_samples: 256.0, ips: 833.95312 samples/s, eta: 0:23:53 [2025/07/21 00:34:00] openrec INFO: epoch: [39/40], global_step: 121420, lr: 0.000002, loss: 0.186571, avg_reader_cost: 0.00949 s, avg_batch_cost: 0.31125 s, avg_samples: 256.0, ips: 822.50314 samples/s, eta: 0:23:50 [2025/07/21 00:34:03] openrec INFO: epoch: [39/40], global_step: 121430, lr: 0.000002, loss: 0.204544, avg_reader_cost: 0.00740 s, avg_batch_cost: 0.31176 s, avg_samples: 256.0, ips: 821.13694 samples/s, eta: 0:23:47 [2025/07/21 00:34:06] openrec INFO: epoch: [39/40], global_step: 121440, lr: 0.000002, loss: 0.209544, avg_reader_cost: 0.00785 s, 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[2025/07/21 00:38:34] openrec INFO: epoch: [39/40], global_step: 122290, lr: 0.000001, loss: 0.204253, avg_reader_cost: 0.00728 s, avg_batch_cost: 0.30633 s, avg_samples: 256.0, ips: 835.70985 samples/s, eta: 0:19:18 [2025/07/21 00:38:37] openrec INFO: epoch: [39/40], global_step: 122300, lr: 0.000001, loss: 0.199164, avg_reader_cost: 0.00774 s, avg_batch_cost: 0.30935 s, avg_samples: 256.0, ips: 827.53444 samples/s, eta: 0:19:15 [2025/07/21 00:38:40] openrec INFO: epoch: [39/40], global_step: 122310, lr: 0.000001, loss: 0.223560, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.30308 s, avg_samples: 256.0, ips: 844.66244 samples/s, eta: 0:19:12 [2025/07/21 00:38:43] openrec INFO: epoch: [39/40], global_step: 122320, lr: 0.000001, loss: 0.223812, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.30761 s, avg_samples: 256.0, ips: 832.23465 samples/s, eta: 0:19:09 [2025/07/21 00:38:46] openrec INFO: epoch: [39/40], global_step: 122330, lr: 0.000001, loss: 0.194660, avg_reader_cost: 0.00697 s, 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[2025/07/21 00:41:07] openrec INFO: epoch: [39/40], global_step: 122780, lr: 0.000001, loss: 0.186759, avg_reader_cost: 0.00960 s, avg_batch_cost: 0.31148 s, avg_samples: 256.0, ips: 821.89100 samples/s, eta: 0:16:45 [2025/07/21 00:41:10] openrec INFO: epoch: [39/40], global_step: 122790, lr: 0.000001, loss: 0.260538, avg_reader_cost: 0.00699 s, avg_batch_cost: 0.30892 s, avg_samples: 256.0, ips: 828.68142 samples/s, eta: 0:16:42 [2025/07/21 00:41:13] openrec INFO: epoch: [39/40], global_step: 122800, lr: 0.000001, loss: 0.272231, avg_reader_cost: 0.00799 s, avg_batch_cost: 0.29921 s, avg_samples: 256.0, ips: 855.57949 samples/s, eta: 0:16:39 [2025/07/21 00:41:16] openrec INFO: epoch: [39/40], global_step: 122810, lr: 0.000001, loss: 0.193780, avg_reader_cost: 0.00748 s, avg_batch_cost: 0.30898 s, avg_samples: 256.0, ips: 828.52911 samples/s, eta: 0:16:36 [2025/07/21 00:41:20] openrec INFO: epoch: [39/40], global_step: 122820, lr: 0.000001, loss: 0.196296, avg_reader_cost: 0.00804 s, 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num_samples: 7248, fps: 2734.3330987587697, best_epoch: 38 [2025/07/21 00:41:35] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/21 00:41:35] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_39.pth [2025/07/21 00:41:40] openrec INFO: epoch: [40/40], global_step: 122860, lr: 0.000001, loss: 0.188929, avg_reader_cost: 0.77996 s, avg_batch_cost: 1.07734 s, avg_samples: 256.0, ips: 237.62137 samples/s, eta: 0:16:20 [2025/07/21 00:41:43] openrec INFO: epoch: [40/40], global_step: 122870, lr: 0.000001, loss: 0.169420, avg_reader_cost: 0.00766 s, avg_batch_cost: 0.30543 s, avg_samples: 256.0, ips: 838.16179 samples/s, eta: 0:16:17 [2025/07/21 00:41:46] openrec INFO: epoch: [40/40], global_step: 122880, lr: 0.000001, loss: 0.203660, avg_reader_cost: 0.00690 s, avg_batch_cost: 0.30847 s, avg_samples: 256.0, ips: 829.90470 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[2025/07/21 00:43:12] openrec INFO: epoch: [40/40], global_step: 123150, lr: 0.000001, loss: 0.207810, avg_reader_cost: 0.00739 s, avg_batch_cost: 0.30180 s, avg_samples: 256.0, ips: 848.24799 samples/s, eta: 0:14:50 [2025/07/21 00:43:15] openrec INFO: epoch: [40/40], global_step: 123160, lr: 0.000001, loss: 0.199843, avg_reader_cost: 0.00738 s, avg_batch_cost: 0.30750 s, avg_samples: 256.0, ips: 832.51192 samples/s, eta: 0:14:47 [2025/07/21 00:43:18] openrec INFO: epoch: [40/40], global_step: 123170, lr: 0.000001, loss: 0.191841, avg_reader_cost: 0.00701 s, avg_batch_cost: 0.30762 s, avg_samples: 256.0, ips: 832.19266 samples/s, eta: 0:14:44 [2025/07/21 00:43:21] openrec INFO: epoch: [40/40], global_step: 123180, lr: 0.000001, loss: 0.207624, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.30418 s, avg_samples: 256.0, ips: 841.61591 samples/s, eta: 0:14:41 [2025/07/21 00:43:24] openrec INFO: epoch: [40/40], global_step: 123190, lr: 0.000001, loss: 0.246392, avg_reader_cost: 0.00774 s, 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[2025/07/21 00:44:22] openrec INFO: epoch: [40/40], global_step: 123380, lr: 0.000001, loss: 0.241224, avg_reader_cost: 0.00746 s, avg_batch_cost: 0.30920 s, avg_samples: 256.0, ips: 827.95016 samples/s, eta: 0:13:38 [2025/07/21 00:44:25] openrec INFO: epoch: [40/40], global_step: 123390, lr: 0.000001, loss: 0.190335, avg_reader_cost: 0.00758 s, avg_batch_cost: 0.30753 s, avg_samples: 256.0, ips: 832.44293 samples/s, eta: 0:13:35 [2025/07/21 00:44:28] openrec INFO: epoch: [40/40], global_step: 123400, lr: 0.000001, loss: 0.180394, avg_reader_cost: 0.00729 s, avg_batch_cost: 0.30997 s, avg_samples: 256.0, ips: 825.89629 samples/s, eta: 0:13:32 [2025/07/21 00:44:31] openrec INFO: epoch: [40/40], global_step: 123410, lr: 0.000001, loss: 0.169765, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.30411 s, avg_samples: 256.0, ips: 841.81399 samples/s, eta: 0:13:29 [2025/07/21 00:44:35] openrec INFO: epoch: [40/40], global_step: 123420, lr: 0.000001, loss: 0.198342, avg_reader_cost: 0.00747 s, 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[40/40], global_step: 123470, lr: 0.000001, loss: 0.194268, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.30374 s, avg_samples: 256.0, ips: 842.81671 samples/s, eta: 0:13:10 [2025/07/21 00:44:53] openrec INFO: epoch: [40/40], global_step: 123480, lr: 0.000001, loss: 0.201458, avg_reader_cost: 0.00709 s, avg_batch_cost: 0.30639 s, avg_samples: 256.0, ips: 835.54129 samples/s, eta: 0:13:07 [2025/07/21 00:44:56] openrec INFO: epoch: [40/40], global_step: 123490, lr: 0.000001, loss: 0.199512, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30690 s, avg_samples: 256.0, ips: 834.14203 samples/s, eta: 0:13:04 [2025/07/21 00:44:59] openrec INFO: epoch: [40/40], global_step: 123500, lr: 0.000001, loss: 0.216052, avg_reader_cost: 0.00744 s, avg_batch_cost: 0.30575 s, avg_samples: 256.0, ips: 837.27945 samples/s, eta: 0:13:01 [2025/07/21 00:45:03] openrec INFO: cur metric, acc: 0.959575053863721, norm_edit_dis: 0.9885930400315844, num_samples: 7248, fps: 2721.001464223722 [2025/07/21 00:45:03] openrec INFO: best metric, acc: 0.9605408375268477, norm_edit_dis: 0.9886663147684583, num_samples: 7248, fps: 2734.3330987587697, best_epoch: 38 [2025/07/21 00:45:06] openrec INFO: epoch: [40/40], global_step: 123510, lr: 0.000001, loss: 0.255577, avg_reader_cost: 0.35805 s, avg_batch_cost: 0.64612 s, avg_samples: 256.0, ips: 396.21098 samples/s, eta: 0:12:57 [2025/07/21 00:45:09] openrec INFO: epoch: [40/40], global_step: 123520, lr: 0.000001, loss: 0.209479, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.30701 s, avg_samples: 256.0, ips: 833.84542 samples/s, eta: 0:12:54 [2025/07/21 00:45:12] openrec INFO: epoch: [40/40], global_step: 123530, lr: 0.000001, loss: 0.208503, avg_reader_cost: 0.00737 s, avg_batch_cost: 0.30477 s, avg_samples: 256.0, ips: 839.97423 samples/s, eta: 0:12:51 [2025/07/21 00:45:15] openrec INFO: epoch: [40/40], global_step: 123540, lr: 0.000001, loss: 0.188549, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.30616 s, avg_samples: 256.0, ips: 836.16411 samples/s, 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[2025/07/21 00:49:02] openrec INFO: epoch: [40/40], global_step: 124270, lr: 0.000000, loss: 0.193509, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.30837 s, avg_samples: 256.0, ips: 830.16367 samples/s, eta: 0:09:00 [2025/07/21 00:49:05] openrec INFO: epoch: [40/40], global_step: 124280, lr: 0.000000, loss: 0.200993, avg_reader_cost: 0.00782 s, avg_batch_cost: 0.30126 s, avg_samples: 256.0, ips: 849.76784 samples/s, eta: 0:08:57 [2025/07/21 00:49:08] openrec INFO: epoch: [40/40], global_step: 124290, lr: 0.000000, loss: 0.200993, avg_reader_cost: 0.00689 s, avg_batch_cost: 0.30481 s, avg_samples: 256.0, ips: 839.86575 samples/s, eta: 0:08:54 [2025/07/21 00:49:11] openrec INFO: epoch: [40/40], global_step: 124300, lr: 0.000000, loss: 0.208231, avg_reader_cost: 0.00742 s, avg_batch_cost: 0.30776 s, avg_samples: 256.0, ips: 831.81732 samples/s, eta: 0:08:51 [2025/07/21 00:49:14] openrec INFO: epoch: [40/40], global_step: 124310, lr: 0.000000, loss: 0.216457, avg_reader_cost: 0.00695 s, 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[2025/07/21 00:50:13] openrec INFO: epoch: [40/40], global_step: 124500, lr: 0.000000, loss: 0.210788, avg_reader_cost: 0.00777 s, avg_batch_cost: 0.30843 s, avg_samples: 256.0, ips: 830.00844 samples/s, eta: 0:07:48 [2025/07/21 00:50:16] openrec INFO: cur metric, acc: 0.9597130229584534, norm_edit_dis: 0.9886068369410577, num_samples: 7248, fps: 2722.9039067622884 [2025/07/21 00:50:16] openrec INFO: best metric, acc: 0.9605408375268477, norm_edit_dis: 0.9886663147684583, num_samples: 7248, fps: 2734.3330987587697, best_epoch: 38 [2025/07/21 00:50:19] openrec INFO: epoch: [40/40], global_step: 124510, lr: 0.000000, loss: 0.192318, avg_reader_cost: 0.35350 s, avg_batch_cost: 0.64893 s, avg_samples: 256.0, ips: 394.49758 samples/s, eta: 0:07:45 [2025/07/21 00:50:22] openrec INFO: epoch: [40/40], global_step: 124520, lr: 0.000000, loss: 0.241926, avg_reader_cost: 0.00740 s, avg_batch_cost: 0.30785 s, avg_samples: 256.0, ips: 831.58379 samples/s, eta: 0:07:42 [2025/07/21 00:50:25] openrec 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[2025/07/21 00:54:52] openrec INFO: epoch: [40/40], global_step: 125390, lr: 0.000000, loss: 0.194658, avg_reader_cost: 0.00882 s, avg_batch_cost: 0.30753 s, avg_samples: 256.0, ips: 832.42815 samples/s, eta: 0:03:10 [2025/07/21 00:54:55] openrec INFO: epoch: [40/40], global_step: 125400, lr: 0.000000, loss: 0.189467, avg_reader_cost: 0.00759 s, avg_batch_cost: 0.30848 s, avg_samples: 256.0, ips: 829.86519 samples/s, eta: 0:03:07 [2025/07/21 00:54:59] openrec INFO: epoch: [40/40], global_step: 125410, lr: 0.000000, loss: 0.207357, avg_reader_cost: 0.00730 s, avg_batch_cost: 0.30488 s, avg_samples: 256.0, ips: 839.68553 samples/s, eta: 0:03:04 [2025/07/21 00:55:02] openrec INFO: epoch: [40/40], global_step: 125420, lr: 0.000000, loss: 0.210469, avg_reader_cost: 0.00953 s, avg_batch_cost: 0.30815 s, avg_samples: 256.0, ips: 830.77721 samples/s, eta: 0:03:01 [2025/07/21 00:55:05] openrec INFO: epoch: [40/40], global_step: 125430, lr: 0.000000, loss: 0.194116, avg_reader_cost: 0.00830 s, 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eta: 0:01:08 [2025/07/21 00:56:59] openrec INFO: epoch: [40/40], global_step: 125790, lr: 0.000000, loss: 0.178727, avg_reader_cost: 0.00736 s, avg_batch_cost: 0.30439 s, avg_samples: 256.0, ips: 841.02170 samples/s, eta: 0:01:05 [2025/07/21 00:57:02] openrec INFO: epoch: [40/40], global_step: 125800, lr: 0.000000, loss: 0.179067, avg_reader_cost: 0.00741 s, avg_batch_cost: 0.30752 s, avg_samples: 256.0, ips: 832.46810 samples/s, eta: 0:01:02 [2025/07/21 00:57:05] openrec INFO: epoch: [40/40], global_step: 125810, lr: 0.000000, loss: 0.189759, avg_reader_cost: 0.00731 s, avg_batch_cost: 0.30594 s, avg_samples: 256.0, ips: 836.75903 samples/s, eta: 0:00:59 [2025/07/21 00:57:08] openrec INFO: epoch: [40/40], global_step: 125820, lr: 0.000000, loss: 0.194083, avg_reader_cost: 0.00790 s, avg_batch_cost: 0.30707 s, avg_samples: 256.0, ips: 833.68019 samples/s, eta: 0:00:56 [2025/07/21 00:57:11] openrec INFO: epoch: [40/40], global_step: 125830, lr: 0.000000, loss: 0.237720, avg_reader_cost: 0.00668 s, avg_batch_cost: 0.30884 s, avg_samples: 256.0, ips: 828.89835 samples/s, eta: 0:00:53 [2025/07/21 00:57:14] openrec INFO: epoch: [40/40], global_step: 125840, lr: 0.000000, loss: 0.242547, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.30100 s, avg_samples: 256.0, ips: 850.48999 samples/s, eta: 0:00:49 [2025/07/21 00:57:17] openrec INFO: epoch: [40/40], global_step: 125850, lr: 0.000000, loss: 0.216546, avg_reader_cost: 0.00708 s, avg_batch_cost: 0.30805 s, avg_samples: 256.0, ips: 831.02823 samples/s, eta: 0:00:46 [2025/07/21 00:57:20] openrec INFO: epoch: [40/40], global_step: 125860, lr: 0.000000, loss: 0.205016, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.30328 s, avg_samples: 256.0, ips: 844.11774 samples/s, eta: 0:00:43 [2025/07/21 00:57:23] openrec INFO: epoch: [40/40], global_step: 125870, lr: 0.000000, loss: 0.215631, avg_reader_cost: 0.00737 s, avg_batch_cost: 0.30760 s, avg_samples: 256.0, ips: 832.25246 samples/s, eta: 0:00:40 [2025/07/21 00:57:26] openrec INFO: epoch: [40/40], global_step: 125880, lr: 0.000000, loss: 0.206112, avg_reader_cost: 0.00726 s, avg_batch_cost: 0.31168 s, avg_samples: 256.0, ips: 821.35151 samples/s, eta: 0:00:37 [2025/07/21 00:57:29] openrec INFO: epoch: [40/40], global_step: 125890, lr: 0.000000, loss: 0.218883, avg_reader_cost: 0.00750 s, avg_batch_cost: 0.30114 s, avg_samples: 256.0, ips: 850.10349 samples/s, eta: 0:00:34 [2025/07/21 00:57:32] openrec INFO: epoch: [40/40], global_step: 125900, lr: 0.000000, loss: 0.226164, avg_reader_cost: 0.00735 s, avg_batch_cost: 0.30406 s, avg_samples: 256.0, ips: 841.92785 samples/s, eta: 0:00:31 [2025/07/21 00:57:35] openrec INFO: epoch: [40/40], global_step: 125910, lr: 0.000000, loss: 0.218638, avg_reader_cost: 0.00717 s, avg_batch_cost: 0.30473 s, avg_samples: 256.0, ips: 840.08463 samples/s, eta: 0:00:28 [2025/07/21 00:57:38] openrec INFO: epoch: [40/40], global_step: 125920, lr: 0.000000, loss: 0.230414, avg_reader_cost: 0.00764 s, avg_batch_cost: 0.30773 s, avg_samples: 256.0, ips: 831.89556 samples/s, eta: 0:00:24 [2025/07/21 00:57:42] openrec INFO: epoch: [40/40], global_step: 125930, lr: 0.000000, loss: 0.195977, avg_reader_cost: 0.00765 s, avg_batch_cost: 0.30794 s, avg_samples: 256.0, ips: 831.32143 samples/s, eta: 0:00:21 [2025/07/21 00:57:45] openrec INFO: epoch: [40/40], global_step: 125940, lr: 0.000000, loss: 0.202464, avg_reader_cost: 0.00761 s, avg_batch_cost: 0.30400 s, avg_samples: 256.0, ips: 842.09497 samples/s, eta: 0:00:18 [2025/07/21 00:57:48] openrec INFO: epoch: [40/40], global_step: 125950, lr: 0.000000, loss: 0.202982, avg_reader_cost: 0.00764 s, avg_batch_cost: 0.30643 s, avg_samples: 256.0, ips: 835.43343 samples/s, eta: 0:00:15 [2025/07/21 00:57:51] openrec INFO: epoch: [40/40], global_step: 125960, lr: 0.000000, loss: 0.194108, avg_reader_cost: 0.00683 s, avg_batch_cost: 0.30795 s, avg_samples: 256.0, ips: 831.30926 samples/s, eta: 0:00:12 [2025/07/21 00:57:54] openrec INFO: epoch: [40/40], global_step: 125970, lr: 0.000000, loss: 0.213137, avg_reader_cost: 0.00757 s, avg_batch_cost: 0.30616 s, avg_samples: 256.0, ips: 836.16977 samples/s, eta: 0:00:09 [2025/07/21 00:57:57] openrec INFO: epoch: [40/40], global_step: 125980, lr: 0.000000, loss: 0.221821, avg_reader_cost: 0.00767 s, avg_batch_cost: 0.30657 s, avg_samples: 256.0, ips: 835.05770 samples/s, eta: 0:00:06 [2025/07/21 00:58:00] openrec INFO: epoch: [40/40], global_step: 125990, lr: 0.000000, loss: 0.210228, avg_reader_cost: 0.00724 s, avg_batch_cost: 0.31030 s, avg_samples: 256.0, ips: 825.00554 samples/s, eta: 0:00:03 [2025/07/21 00:58:03] openrec INFO: epoch: [40/40], global_step: 126000, lr: 0.000000, loss: 0.183208, avg_reader_cost: 0.00711 s, avg_batch_cost: 0.30407 s, avg_samples: 256.0, ips: 841.92019 samples/s, eta: 0:00:00 [2025/07/21 00:58:07] openrec INFO: cur metric, acc: 0.9597130229584534, norm_edit_dis: 0.9886285177988012, num_samples: 7248, fps: 2721.721330499669 [2025/07/21 00:58:07] openrec INFO: best metric, acc: 0.9605408375268477, norm_edit_dis: 0.9886663147684583, num_samples: 7248, fps: 2734.3330987587697, best_epoch: 38 [2025/07/21 00:58:10] openrec INFO: cur metric, acc: 0.9597130229584534, norm_edit_dis: 0.9886285177988012, num_samples: 7248, fps: 2726.150478896272 [2025/07/21 00:58:10] openrec INFO: best metric, acc: 0.9605408375268477, norm_edit_dis: 0.9886663147684583, num_samples: 7248, fps: 2734.3330987587697, best_epoch: 38 [2025/07/21 00:58:11] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/latest.pth [2025/07/21 00:58:11] openrec INFO: save ckpt to ./output/rec/u14m_filter/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_fs_sample3_3633/epoch_40.pth [2025/07/21 00:58:11] openrec INFO: best metric, acc: 0.9605408375268477, norm_edit_dis: 0.9886663147684583, num_samples: 7248, fps: 2734.3330987587697, best_epoch: 38