Upload 2 files
Browse files- .gitattributes +1 -0
- btc_prediction_20251020_113426.png +3 -0
- tokenizer_training_rank_0.log +1365 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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btc_prediction_20251020_113426.png filter=lfs diff=lfs merge=lfs -text
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btc_prediction_20251020_113426.png
ADDED
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Git LFS Details
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tokenizer_training_rank_0.log
ADDED
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@@ -0,0 +1,1365 @@
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| 1 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - === Tokenizer Training Started ===
|
| 2 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Experiment Name: BTCUSDT_1h_finetune
|
| 3 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Log Directory: /root/project/Kronos-Btc-finetune-master/Kronos/finetune_csv/finetuned//BTCUSDT_1h_finetune/logs
|
| 4 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Rank: 0
|
| 5 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Timestamp: 2025-10-19 13:15:19
|
| 6 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Loading pretrained tokenizer...
|
| 7 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Tokenizer parameters: 3,958,042
|
| 8 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - === Training Configuration ===
|
| 9 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Data path: /root/project/Kronos-Btc-finetune-master/Kronos/finetune_csv/data/BTCUSDT_1h_20251018_220012_fixed.csv
|
| 10 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Lookback window: 512
|
| 11 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Predict window: 48
|
| 12 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Batch size: 32
|
| 13 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Learning rate: 0.0002
|
| 14 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Training epochs: 30
|
| 15 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Device: cuda:0
|
| 16 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Distributed training: False
|
| 17 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Starting tokenizer fine-tuning training...
|
| 18 |
+
2025-10-19 13:15:19 - tokenizer_training_rank_0 - INFO - Starting tokenizer training...
|
| 19 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - === Tokenizer Training Started ===
|
| 20 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Experiment Name: BTCUSDT_1h_finetune
|
| 21 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Log Directory: /root/project/Kronos-Btc-finetune-master/Kronos/finetune_csv/finetuned//BTCUSDT_1h_finetune/logs
|
| 22 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Rank: 0
|
| 23 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Timestamp: 2025-10-19 13:16:50
|
| 24 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Loading pretrained tokenizer...
|
| 25 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Tokenizer parameters: 3,958,042
|
| 26 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - === Training Configuration ===
|
| 27 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Data path: /root/project/Kronos-Btc-finetune-master/Kronos/finetune_csv/data/BTCUSDT_1h_20251018_220012_fixed.csv
|
| 28 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Lookback window: 512
|
| 29 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Predict window: 48
|
| 30 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Batch size: 32
|
| 31 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Learning rate: 0.0002
|
| 32 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Training epochs: 30
|
| 33 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Device: cuda:0
|
| 34 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Distributed training: False
|
| 35 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Starting tokenizer fine-tuning training...
|
| 36 |
+
2025-10-19 13:16:50 - tokenizer_training_rank_0 - INFO - Starting tokenizer training...
|
| 37 |
+
2025-10-19 13:16:54 - tokenizer_training_rank_0 - INFO - [Epoch 1/30, Step 50/475] LR: 0.000026, Loss: -0.0294
|
| 38 |
+
2025-10-19 13:16:54 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0703
|
| 39 |
+
- Recon Loss Pre: 0.0073
|
| 40 |
+
- Recon Loss All: 0.0041
|
| 41 |
+
2025-10-19 13:16:58 - tokenizer_training_rank_0 - INFO - [Epoch 1/30, Step 100/475] LR: 0.000043, Loss: -0.0297
|
| 42 |
+
2025-10-19 13:16:58 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0704
|
| 43 |
+
- Recon Loss Pre: 0.0071
|
| 44 |
+
- Recon Loss All: 0.0039
|
| 45 |
+
2025-10-19 13:17:01 - tokenizer_training_rank_0 - INFO - [Epoch 1/30, Step 150/475] LR: 0.000070, Loss: -0.0299
|
| 46 |
+
2025-10-19 13:17:01 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0704
|
| 47 |
+
- Recon Loss Pre: 0.0068
|
| 48 |
+
- Recon Loss All: 0.0038
|
| 49 |
+
2025-10-19 13:17:04 - tokenizer_training_rank_0 - INFO - [Epoch 1/30, Step 200/475] LR: 0.000101, Loss: -0.0299
|
| 50 |
+
2025-10-19 13:17:04 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0704
|
| 51 |
+
- Recon Loss Pre: 0.0069
|
| 52 |
+
- Recon Loss All: 0.0037
|
| 53 |
+
2025-10-19 13:17:07 - tokenizer_training_rank_0 - INFO - [Epoch 1/30, Step 250/475] LR: 0.000134, Loss: -0.0300
|
| 54 |
+
2025-10-19 13:17:07 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0705
|
| 55 |
+
- Recon Loss Pre: 0.0067
|
| 56 |
+
- Recon Loss All: 0.0037
|
| 57 |
+
2025-10-19 13:17:11 - tokenizer_training_rank_0 - INFO - [Epoch 1/30, Step 300/475] LR: 0.000164, Loss: -0.0300
|
| 58 |
+
2025-10-19 13:17:11 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0705
|
| 59 |
+
- Recon Loss Pre: 0.0070
|
| 60 |
+
- Recon Loss All: 0.0036
|
| 61 |
+
2025-10-19 13:17:14 - tokenizer_training_rank_0 - INFO - [Epoch 1/30, Step 350/475] LR: 0.000186, Loss: -0.0303
|
| 62 |
+
2025-10-19 13:17:14 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0705
|
| 63 |
+
- Recon Loss Pre: 0.0063
|
| 64 |
+
- Recon Loss All: 0.0035
|
| 65 |
+
2025-10-19 13:17:17 - tokenizer_training_rank_0 - INFO - [Epoch 1/30, Step 400/475] LR: 0.000198, Loss: -0.0301
|
| 66 |
+
2025-10-19 13:17:17 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0706
|
| 67 |
+
- Recon Loss Pre: 0.0065
|
| 68 |
+
- Recon Loss All: 0.0038
|
| 69 |
+
2025-10-19 13:17:20 - tokenizer_training_rank_0 - INFO - [Epoch 1/30, Step 450/475] LR: 0.000200, Loss: -0.0306
|
| 70 |
+
2025-10-19 13:17:20 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0707
|
| 71 |
+
- Recon Loss Pre: 0.0060
|
| 72 |
+
- Recon Loss All: 0.0035
|
| 73 |
+
2025-10-19 13:17:23 - tokenizer_training_rank_0 - INFO -
|
| 74 |
+
--- Epoch 1/30 Summary ---
|
| 75 |
+
Validation Loss: 0.0032
|
| 76 |
+
Epoch Time: 0:00:32
|
| 77 |
+
Total Training Time: 0:00:32
|
| 78 |
+
|
| 79 |
+
2025-10-19 13:17:23 - tokenizer_training_rank_0 - INFO - Best model saved to: /root/project/Kronos-Btc-finetune-master/Kronos/finetune_csv/finetuned//BTCUSDT_1h_finetune/tokenizer/best_model (validation loss: 0.0032)
|
| 80 |
+
2025-10-19 13:17:25 - tokenizer_training_rank_0 - INFO - [Epoch 2/30, Step 25/475] LR: 0.000200, Loss: -0.0309
|
| 81 |
+
2025-10-19 13:17:25 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0709
|
| 82 |
+
- Recon Loss Pre: 0.0057
|
| 83 |
+
- Recon Loss All: 0.0033
|
| 84 |
+
2025-10-19 13:17:28 - tokenizer_training_rank_0 - INFO - [Epoch 2/30, Step 75/475] LR: 0.000200, Loss: -0.0309
|
| 85 |
+
2025-10-19 13:17:28 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0709
|
| 86 |
+
- Recon Loss Pre: 0.0057
|
| 87 |
+
- Recon Loss All: 0.0033
|
| 88 |
+
2025-10-19 13:17:31 - tokenizer_training_rank_0 - INFO - [Epoch 2/30, Step 125/475] LR: 0.000200, Loss: -0.0303
|
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2025-10-19 13:17:31 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0707
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- Recon Loss Pre: 0.0065
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- Recon Loss All: 0.0037
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2025-10-19 13:17:35 - tokenizer_training_rank_0 - INFO - [Epoch 2/30, Step 175/475] LR: 0.000200, Loss: -0.0309
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2025-10-19 13:17:35 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0708
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- Recon Loss Pre: 0.0057
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- Recon Loss All: 0.0033
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2025-10-19 13:17:38 - tokenizer_training_rank_0 - INFO - [Epoch 2/30, Step 225/475] LR: 0.000200, Loss: -0.0308
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2025-10-19 13:17:38 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0709
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- Recon Loss Pre: 0.0059
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- Recon Loss All: 0.0034
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2025-10-19 13:17:41 - tokenizer_training_rank_0 - INFO - [Epoch 2/30, Step 275/475] LR: 0.000200, Loss: -0.0310
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2025-10-19 13:17:41 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0709
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- Recon Loss Pre: 0.0057
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- Recon Loss All: 0.0031
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2025-10-19 13:17:44 - tokenizer_training_rank_0 - INFO - [Epoch 2/30, Step 325/475] LR: 0.000200, Loss: -0.0310
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2025-10-19 13:17:44 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0710
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- Recon Loss Pre: 0.0057
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- Recon Loss All: 0.0033
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2025-10-19 13:17:47 - tokenizer_training_rank_0 - INFO - [Epoch 2/30, Step 375/475] LR: 0.000200, Loss: -0.0307
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2025-10-19 13:17:47 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0709
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- Recon Loss Pre: 0.0060
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- Recon Loss All: 0.0034
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2025-10-19 13:17:50 - tokenizer_training_rank_0 - INFO - [Epoch 2/30, Step 425/475] LR: 0.000199, Loss: -0.0309
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2025-10-19 13:17:50 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0709
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- Recon Loss Pre: 0.0059
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- Recon Loss All: 0.0033
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2025-10-19 13:17:54 - tokenizer_training_rank_0 - INFO - [Epoch 2/30, Step 475/475] LR: 0.000199, Loss: -0.0309
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2025-10-19 13:17:54 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0710
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- Recon Loss Pre: 0.0059
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- Recon Loss All: 0.0033
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2025-10-19 13:17:55 - tokenizer_training_rank_0 - INFO -
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--- Epoch 2/30 Summary ---
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Validation Loss: 0.0032
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Epoch Time: 0:00:31
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Total Training Time: 0:00:31
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2025-10-19 13:17:55 - tokenizer_training_rank_0 - INFO - Best model saved to: /root/project/Kronos-Btc-finetune-master/Kronos/finetune_csv/finetuned//BTCUSDT_1h_finetune/tokenizer/best_model (validation loss: 0.0032)
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2025-10-19 13:17:58 - tokenizer_training_rank_0 - INFO - [Epoch 3/30, Step 50/475] LR: 0.000199, Loss: -0.0314
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2025-10-19 13:17:58 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0053
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- Recon Loss All: 0.0030
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2025-10-19 13:18:01 - tokenizer_training_rank_0 - INFO - [Epoch 3/30, Step 100/475] LR: 0.000199, Loss: -0.0311
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2025-10-19 13:18:01 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0710
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- Recon Loss Pre: 0.0056
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- Recon Loss All: 0.0033
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2025-10-19 13:18:04 - tokenizer_training_rank_0 - INFO - [Epoch 3/30, Step 150/475] LR: 0.000199, Loss: -0.0313
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2025-10-19 13:18:04 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0055
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- Recon Loss All: 0.0030
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2025-10-19 13:18:08 - tokenizer_training_rank_0 - INFO - [Epoch 3/30, Step 200/475] LR: 0.000199, Loss: -0.0309
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2025-10-19 13:18:08 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0710
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- Recon Loss Pre: 0.0059
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- Recon Loss All: 0.0033
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2025-10-19 13:18:11 - tokenizer_training_rank_0 - INFO - [Epoch 3/30, Step 250/475] LR: 0.000198, Loss: -0.0312
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2025-10-19 13:18:11 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0055
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- Recon Loss All: 0.0031
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2025-10-19 13:18:14 - tokenizer_training_rank_0 - INFO - [Epoch 3/30, Step 300/475] LR: 0.000198, Loss: -0.0314
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2025-10-19 13:18:14 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0053
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- Recon Loss All: 0.0031
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2025-10-19 13:18:17 - tokenizer_training_rank_0 - INFO - [Epoch 3/30, Step 350/475] LR: 0.000198, Loss: -0.0312
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2025-10-19 13:18:17 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0055
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- Recon Loss All: 0.0032
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2025-10-19 13:18:20 - tokenizer_training_rank_0 - INFO - [Epoch 3/30, Step 400/475] LR: 0.000198, Loss: -0.0318
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2025-10-19 13:18:20 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
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- Recon Loss Pre: 0.0049
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- Recon Loss All: 0.0028
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2025-10-19 13:18:24 - tokenizer_training_rank_0 - INFO - [Epoch 3/30, Step 450/475] LR: 0.000198, Loss: -0.0314
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2025-10-19 13:18:24 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0052
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- Recon Loss All: 0.0030
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2025-10-19 13:18:27 - tokenizer_training_rank_0 - INFO -
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--- Epoch 3/30 Summary ---
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Validation Loss: 0.0032
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Epoch Time: 0:00:31
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Total Training Time: 0:00:31
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2025-10-19 13:18:28 - tokenizer_training_rank_0 - INFO - [Epoch 4/30, Step 25/475] LR: 0.000197, Loss: -0.0313
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2025-10-19 13:18:28 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0054
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- Recon Loss All: 0.0031
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2025-10-19 13:18:31 - tokenizer_training_rank_0 - INFO - [Epoch 4/30, Step 75/475] LR: 0.000197, Loss: -0.0314
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2025-10-19 13:18:31 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0052
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- Recon Loss All: 0.0030
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2025-10-19 13:18:34 - tokenizer_training_rank_0 - INFO - [Epoch 4/30, Step 125/475] LR: 0.000197, Loss: -0.0311
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2025-10-19 13:18:34 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0057
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- Recon Loss All: 0.0033
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2025-10-19 13:18:38 - tokenizer_training_rank_0 - INFO - [Epoch 4/30, Step 175/475] LR: 0.000196, Loss: -0.0316
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2025-10-19 13:18:38 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
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- Recon Loss Pre: 0.0052
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- Recon Loss All: 0.0029
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2025-10-19 13:18:41 - tokenizer_training_rank_0 - INFO - [Epoch 4/30, Step 225/475] LR: 0.000196, Loss: -0.0312
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2025-10-19 13:18:41 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0055
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- Recon Loss All: 0.0031
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2025-10-19 13:18:44 - tokenizer_training_rank_0 - INFO - [Epoch 4/30, Step 275/475] LR: 0.000196, Loss: -0.0311
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2025-10-19 13:18:44 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0057
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- Recon Loss All: 0.0032
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2025-10-19 13:18:48 - tokenizer_training_rank_0 - INFO - [Epoch 4/30, Step 325/475] LR: 0.000196, Loss: -0.0312
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2025-10-19 13:18:48 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0056
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- Recon Loss All: 0.0031
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2025-10-19 13:18:51 - tokenizer_training_rank_0 - INFO - [Epoch 4/30, Step 375/475] LR: 0.000195, Loss: -0.0316
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2025-10-19 13:18:51 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0050
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- Recon Loss All: 0.0029
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2025-10-19 13:18:54 - tokenizer_training_rank_0 - INFO - [Epoch 4/30, Step 425/475] LR: 0.000195, Loss: -0.0312
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2025-10-19 13:18:54 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
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- Recon Loss Pre: 0.0055
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- Recon Loss All: 0.0032
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2025-10-19 13:18:57 - tokenizer_training_rank_0 - INFO - [Epoch 4/30, Step 475/475] LR: 0.000194, Loss: -0.0314
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2025-10-19 13:18:57 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0055
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- Recon Loss All: 0.0030
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2025-10-19 13:18:59 - tokenizer_training_rank_0 - INFO -
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--- Epoch 4/30 Summary ---
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Validation Loss: 0.0031
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Epoch Time: 0:00:32
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Total Training Time: 0:00:32
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2025-10-19 13:18:59 - tokenizer_training_rank_0 - INFO - Best model saved to: /root/project/Kronos-Btc-finetune-master/Kronos/finetune_csv/finetuned//BTCUSDT_1h_finetune/tokenizer/best_model (validation loss: 0.0031)
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2025-10-19 13:19:02 - tokenizer_training_rank_0 - INFO - [Epoch 5/30, Step 50/475] LR: 0.000194, Loss: -0.0315
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2025-10-19 13:19:02 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
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- Recon Loss Pre: 0.0053
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- Recon Loss All: 0.0030
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2025-10-19 13:19:06 - tokenizer_training_rank_0 - INFO - [Epoch 5/30, Step 100/475] LR: 0.000194, Loss: -0.0316
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2025-10-19 13:19:06 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
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- Recon Loss Pre: 0.0051
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- Recon Loss All: 0.0030
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2025-10-19 13:19:09 - tokenizer_training_rank_0 - INFO - [Epoch 5/30, Step 150/475] LR: 0.000193, Loss: -0.0316
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2025-10-19 13:19:09 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
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- Recon Loss Pre: 0.0052
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- Recon Loss All: 0.0030
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2025-10-19 13:19:12 - tokenizer_training_rank_0 - INFO - [Epoch 5/30, Step 200/475] LR: 0.000193, Loss: -0.0318
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2025-10-19 13:19:12 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
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- Recon Loss Pre: 0.0049
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- Recon Loss All: 0.0028
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2025-10-19 13:19:15 - tokenizer_training_rank_0 - INFO - [Epoch 5/30, Step 250/475] LR: 0.000192, Loss: -0.0314
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2025-10-19 13:19:15 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
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- Recon Loss Pre: 0.0053
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- Recon Loss All: 0.0031
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2025-10-19 13:19:19 - tokenizer_training_rank_0 - INFO - [Epoch 5/30, Step 300/475] LR: 0.000192, Loss: -0.0316
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2025-10-19 13:19:19 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
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- Recon Loss Pre: 0.0052
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- Recon Loss All: 0.0030
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2025-10-19 13:19:22 - tokenizer_training_rank_0 - INFO - [Epoch 5/30, Step 350/475] LR: 0.000192, Loss: -0.0315
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2025-10-19 13:19:22 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
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- Recon Loss Pre: 0.0052
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- Recon Loss All: 0.0031
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2025-10-19 13:19:25 - tokenizer_training_rank_0 - INFO - [Epoch 5/30, Step 400/475] LR: 0.000191, Loss: -0.0317
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2025-10-19 13:19:25 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
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- Recon Loss Pre: 0.0051
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- Recon Loss All: 0.0029
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2025-10-19 13:19:28 - tokenizer_training_rank_0 - INFO - [Epoch 5/30, Step 450/475] LR: 0.000191, Loss: -0.0320
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2025-10-19 13:19:28 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
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- Recon Loss Pre: 0.0047
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- Recon Loss All: 0.0027
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2025-10-19 13:19:31 - tokenizer_training_rank_0 - INFO -
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--- Epoch 5/30 Summary ---
|
| 254 |
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Validation Loss: 0.0030
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Epoch Time: 0:00:32
|
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Total Training Time: 0:00:32
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2025-10-19 13:19:31 - tokenizer_training_rank_0 - INFO - Best model saved to: /root/project/Kronos-Btc-finetune-master/Kronos/finetune_csv/finetuned//BTCUSDT_1h_finetune/tokenizer/best_model (validation loss: 0.0030)
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2025-10-19 13:19:33 - tokenizer_training_rank_0 - INFO - [Epoch 6/30, Step 25/475] LR: 0.000190, Loss: -0.0316
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2025-10-19 13:19:33 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
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- Recon Loss Pre: 0.0053
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- Recon Loss All: 0.0029
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2025-10-19 13:19:36 - tokenizer_training_rank_0 - INFO - [Epoch 6/30, Step 75/475] LR: 0.000190, Loss: -0.0316
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2025-10-19 13:19:36 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
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- Recon Loss Pre: 0.0052
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- Recon Loss All: 0.0029
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2025-10-19 13:19:39 - tokenizer_training_rank_0 - INFO - [Epoch 6/30, Step 125/475] LR: 0.000189, Loss: -0.0316
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2025-10-19 13:19:39 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
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- Recon Loss Pre: 0.0052
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- Recon Loss All: 0.0029
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2025-10-19 13:19:42 - tokenizer_training_rank_0 - INFO - [Epoch 6/30, Step 175/475] LR: 0.000189, Loss: -0.0314
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2025-10-19 13:19:42 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
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- Recon Loss Pre: 0.0054
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- Recon Loss All: 0.0030
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2025-10-19 13:19:46 - tokenizer_training_rank_0 - INFO - [Epoch 6/30, Step 225/475] LR: 0.000188, Loss: -0.0313
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2025-10-19 13:19:46 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0711
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- Recon Loss Pre: 0.0055
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- Recon Loss All: 0.0031
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2025-10-19 13:19:49 - tokenizer_training_rank_0 - INFO - [Epoch 6/30, Step 275/475] LR: 0.000188, Loss: -0.0315
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2025-10-19 13:19:49 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
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- Recon Loss Pre: 0.0052
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- Recon Loss All: 0.0029
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2025-10-19 13:19:52 - tokenizer_training_rank_0 - INFO - [Epoch 6/30, Step 325/475] LR: 0.000187, Loss: -0.0313
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2025-10-19 13:19:52 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
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- Recon Loss Pre: 0.0055
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- Recon Loss All: 0.0031
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2025-10-19 13:19:56 - tokenizer_training_rank_0 - INFO - [Epoch 6/30, Step 375/475] LR: 0.000186, Loss: -0.0315
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2025-10-19 13:19:56 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
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- Recon Loss Pre: 0.0051
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- Recon Loss All: 0.0031
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2025-10-19 13:19:59 - tokenizer_training_rank_0 - INFO - [Epoch 6/30, Step 425/475] LR: 0.000186, Loss: -0.0315
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2025-10-19 13:19:59 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
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- Recon Loss Pre: 0.0052
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- Recon Loss All: 0.0030
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2025-10-19 13:20:02 - tokenizer_training_rank_0 - INFO - [Epoch 6/30, Step 475/475] LR: 0.000185, Loss: -0.0317
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2025-10-19 13:20:02 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
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- Recon Loss Pre: 0.0050
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- Recon Loss All: 0.0028
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2025-10-19 13:20:03 - tokenizer_training_rank_0 - INFO -
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--- Epoch 6/30 Summary ---
|
| 301 |
+
Validation Loss: 0.0031
|
| 302 |
+
Epoch Time: 0:00:32
|
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+
Total Training Time: 0:00:32
|
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+
|
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2025-10-19 13:20:07 - tokenizer_training_rank_0 - INFO - [Epoch 7/30, Step 50/475] LR: 0.000185, Loss: -0.0316
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2025-10-19 13:20:07 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
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- Recon Loss Pre: 0.0051
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- Recon Loss All: 0.0029
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2025-10-19 13:20:10 - tokenizer_training_rank_0 - INFO - [Epoch 7/30, Step 100/475] LR: 0.000184, Loss: -0.0316
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| 310 |
+
2025-10-19 13:20:10 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
|
| 311 |
+
- Recon Loss Pre: 0.0052
|
| 312 |
+
- Recon Loss All: 0.0029
|
| 313 |
+
2025-10-19 13:20:13 - tokenizer_training_rank_0 - INFO - [Epoch 7/30, Step 150/475] LR: 0.000183, Loss: -0.0317
|
| 314 |
+
2025-10-19 13:20:13 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 315 |
+
- Recon Loss Pre: 0.0049
|
| 316 |
+
- Recon Loss All: 0.0029
|
| 317 |
+
2025-10-19 13:20:17 - tokenizer_training_rank_0 - INFO - [Epoch 7/30, Step 200/475] LR: 0.000183, Loss: -0.0314
|
| 318 |
+
2025-10-19 13:20:17 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 319 |
+
- Recon Loss Pre: 0.0055
|
| 320 |
+
- Recon Loss All: 0.0030
|
| 321 |
+
2025-10-19 13:20:20 - tokenizer_training_rank_0 - INFO - [Epoch 7/30, Step 250/475] LR: 0.000182, Loss: -0.0315
|
| 322 |
+
2025-10-19 13:20:20 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
|
| 323 |
+
- Recon Loss Pre: 0.0052
|
| 324 |
+
- Recon Loss All: 0.0030
|
| 325 |
+
2025-10-19 13:20:24 - tokenizer_training_rank_0 - INFO - [Epoch 7/30, Step 300/475] LR: 0.000181, Loss: -0.0315
|
| 326 |
+
2025-10-19 13:20:24 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
|
| 327 |
+
- Recon Loss Pre: 0.0052
|
| 328 |
+
- Recon Loss All: 0.0030
|
| 329 |
+
2025-10-19 13:20:27 - tokenizer_training_rank_0 - INFO - [Epoch 7/30, Step 350/475] LR: 0.000181, Loss: -0.0316
|
| 330 |
+
2025-10-19 13:20:27 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
|
| 331 |
+
- Recon Loss Pre: 0.0051
|
| 332 |
+
- Recon Loss All: 0.0030
|
| 333 |
+
2025-10-19 13:20:30 - tokenizer_training_rank_0 - INFO - [Epoch 7/30, Step 400/475] LR: 0.000180, Loss: -0.0314
|
| 334 |
+
2025-10-19 13:20:30 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
|
| 335 |
+
- Recon Loss Pre: 0.0052
|
| 336 |
+
- Recon Loss All: 0.0032
|
| 337 |
+
2025-10-19 13:20:34 - tokenizer_training_rank_0 - INFO - [Epoch 7/30, Step 450/475] LR: 0.000179, Loss: -0.0319
|
| 338 |
+
2025-10-19 13:20:34 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 339 |
+
- Recon Loss Pre: 0.0048
|
| 340 |
+
- Recon Loss All: 0.0028
|
| 341 |
+
2025-10-19 13:20:36 - tokenizer_training_rank_0 - INFO -
|
| 342 |
+
--- Epoch 7/30 Summary ---
|
| 343 |
+
Validation Loss: 0.0031
|
| 344 |
+
Epoch Time: 0:00:32
|
| 345 |
+
Total Training Time: 0:00:32
|
| 346 |
+
|
| 347 |
+
2025-10-19 13:20:38 - tokenizer_training_rank_0 - INFO - [Epoch 8/30, Step 25/475] LR: 0.000179, Loss: -0.0314
|
| 348 |
+
2025-10-19 13:20:38 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 349 |
+
- Recon Loss Pre: 0.0054
|
| 350 |
+
- Recon Loss All: 0.0031
|
| 351 |
+
2025-10-19 13:20:41 - tokenizer_training_rank_0 - INFO - [Epoch 8/30, Step 75/475] LR: 0.000178, Loss: -0.0317
|
| 352 |
+
2025-10-19 13:20:41 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 353 |
+
- Recon Loss Pre: 0.0049
|
| 354 |
+
- Recon Loss All: 0.0029
|
| 355 |
+
2025-10-19 13:20:44 - tokenizer_training_rank_0 - INFO - [Epoch 8/30, Step 125/475] LR: 0.000177, Loss: -0.0315
|
| 356 |
+
2025-10-19 13:20:44 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 357 |
+
- Recon Loss Pre: 0.0053
|
| 358 |
+
- Recon Loss All: 0.0031
|
| 359 |
+
2025-10-19 13:20:48 - tokenizer_training_rank_0 - INFO - [Epoch 8/30, Step 175/475] LR: 0.000177, Loss: -0.0319
|
| 360 |
+
2025-10-19 13:20:48 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 361 |
+
- Recon Loss Pre: 0.0047
|
| 362 |
+
- Recon Loss All: 0.0027
|
| 363 |
+
2025-10-19 13:20:51 - tokenizer_training_rank_0 - INFO - [Epoch 8/30, Step 225/475] LR: 0.000176, Loss: -0.0315
|
| 364 |
+
2025-10-19 13:20:51 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 365 |
+
- Recon Loss Pre: 0.0052
|
| 366 |
+
- Recon Loss All: 0.0030
|
| 367 |
+
2025-10-19 13:20:54 - tokenizer_training_rank_0 - INFO - [Epoch 8/30, Step 275/475] LR: 0.000175, Loss: -0.0316
|
| 368 |
+
2025-10-19 13:20:54 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 369 |
+
- Recon Loss Pre: 0.0051
|
| 370 |
+
- Recon Loss All: 0.0029
|
| 371 |
+
2025-10-19 13:20:58 - tokenizer_training_rank_0 - INFO - [Epoch 8/30, Step 325/475] LR: 0.000174, Loss: -0.0314
|
| 372 |
+
2025-10-19 13:20:58 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
|
| 373 |
+
- Recon Loss Pre: 0.0054
|
| 374 |
+
- Recon Loss All: 0.0031
|
| 375 |
+
2025-10-19 13:21:01 - tokenizer_training_rank_0 - INFO - [Epoch 8/30, Step 375/475] LR: 0.000174, Loss: -0.0317
|
| 376 |
+
2025-10-19 13:21:01 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 377 |
+
- Recon Loss Pre: 0.0049
|
| 378 |
+
- Recon Loss All: 0.0030
|
| 379 |
+
2025-10-19 13:21:05 - tokenizer_training_rank_0 - INFO - [Epoch 8/30, Step 425/475] LR: 0.000173, Loss: -0.0316
|
| 380 |
+
2025-10-19 13:21:05 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 381 |
+
- Recon Loss Pre: 0.0052
|
| 382 |
+
- Recon Loss All: 0.0030
|
| 383 |
+
2025-10-19 13:21:08 - tokenizer_training_rank_0 - INFO - [Epoch 8/30, Step 475/475] LR: 0.000172, Loss: -0.0319
|
| 384 |
+
2025-10-19 13:21:08 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 385 |
+
- Recon Loss Pre: 0.0047
|
| 386 |
+
- Recon Loss All: 0.0028
|
| 387 |
+
2025-10-19 13:21:09 - tokenizer_training_rank_0 - INFO -
|
| 388 |
+
--- Epoch 8/30 Summary ---
|
| 389 |
+
Validation Loss: 0.0031
|
| 390 |
+
Epoch Time: 0:00:32
|
| 391 |
+
Total Training Time: 0:00:32
|
| 392 |
+
|
| 393 |
+
2025-10-19 13:21:12 - tokenizer_training_rank_0 - INFO - [Epoch 9/30, Step 50/475] LR: 0.000171, Loss: -0.0315
|
| 394 |
+
2025-10-19 13:21:12 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 395 |
+
- Recon Loss Pre: 0.0052
|
| 396 |
+
- Recon Loss All: 0.0030
|
| 397 |
+
2025-10-19 13:21:16 - tokenizer_training_rank_0 - INFO - [Epoch 9/30, Step 100/475] LR: 0.000170, Loss: -0.0314
|
| 398 |
+
2025-10-19 13:21:16 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
|
| 399 |
+
- Recon Loss Pre: 0.0052
|
| 400 |
+
- Recon Loss All: 0.0032
|
| 401 |
+
2025-10-19 13:21:19 - tokenizer_training_rank_0 - INFO - [Epoch 9/30, Step 150/475] LR: 0.000170, Loss: -0.0318
|
| 402 |
+
2025-10-19 13:21:19 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 403 |
+
- Recon Loss Pre: 0.0048
|
| 404 |
+
- Recon Loss All: 0.0029
|
| 405 |
+
2025-10-19 13:21:22 - tokenizer_training_rank_0 - INFO - [Epoch 9/30, Step 200/475] LR: 0.000169, Loss: -0.0314
|
| 406 |
+
2025-10-19 13:21:22 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 407 |
+
- Recon Loss Pre: 0.0055
|
| 408 |
+
- Recon Loss All: 0.0030
|
| 409 |
+
2025-10-19 13:21:26 - tokenizer_training_rank_0 - INFO - [Epoch 9/30, Step 250/475] LR: 0.000168, Loss: -0.0317
|
| 410 |
+
2025-10-19 13:21:26 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 411 |
+
- Recon Loss Pre: 0.0050
|
| 412 |
+
- Recon Loss All: 0.0029
|
| 413 |
+
2025-10-19 13:21:29 - tokenizer_training_rank_0 - INFO - [Epoch 9/30, Step 300/475] LR: 0.000167, Loss: -0.0316
|
| 414 |
+
2025-10-19 13:21:29 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
|
| 415 |
+
- Recon Loss Pre: 0.0051
|
| 416 |
+
- Recon Loss All: 0.0030
|
| 417 |
+
2025-10-19 13:21:32 - tokenizer_training_rank_0 - INFO - [Epoch 9/30, Step 350/475] LR: 0.000166, Loss: -0.0314
|
| 418 |
+
2025-10-19 13:21:32 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
|
| 419 |
+
- Recon Loss Pre: 0.0053
|
| 420 |
+
- Recon Loss All: 0.0031
|
| 421 |
+
2025-10-19 13:21:35 - tokenizer_training_rank_0 - INFO - [Epoch 9/30, Step 400/475] LR: 0.000165, Loss: -0.0317
|
| 422 |
+
2025-10-19 13:21:35 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 423 |
+
- Recon Loss Pre: 0.0049
|
| 424 |
+
- Recon Loss All: 0.0029
|
| 425 |
+
2025-10-19 13:21:39 - tokenizer_training_rank_0 - INFO - [Epoch 9/30, Step 450/475] LR: 0.000165, Loss: -0.0316
|
| 426 |
+
2025-10-19 13:21:39 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 427 |
+
- Recon Loss Pre: 0.0051
|
| 428 |
+
- Recon Loss All: 0.0030
|
| 429 |
+
2025-10-19 13:21:41 - tokenizer_training_rank_0 - INFO -
|
| 430 |
+
--- Epoch 9/30 Summary ---
|
| 431 |
+
Validation Loss: 0.0031
|
| 432 |
+
Epoch Time: 0:00:32
|
| 433 |
+
Total Training Time: 0:00:32
|
| 434 |
+
|
| 435 |
+
2025-10-19 13:21:43 - tokenizer_training_rank_0 - INFO - [Epoch 10/30, Step 25/475] LR: 0.000164, Loss: -0.0315
|
| 436 |
+
2025-10-19 13:21:43 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 437 |
+
- Recon Loss Pre: 0.0052
|
| 438 |
+
- Recon Loss All: 0.0031
|
| 439 |
+
2025-10-19 13:21:46 - tokenizer_training_rank_0 - INFO - [Epoch 10/30, Step 75/475] LR: 0.000163, Loss: -0.0316
|
| 440 |
+
2025-10-19 13:21:46 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0712
|
| 441 |
+
- Recon Loss Pre: 0.0051
|
| 442 |
+
- Recon Loss All: 0.0029
|
| 443 |
+
2025-10-19 13:21:50 - tokenizer_training_rank_0 - INFO - [Epoch 10/30, Step 125/475] LR: 0.000162, Loss: -0.0315
|
| 444 |
+
2025-10-19 13:21:50 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 445 |
+
- Recon Loss Pre: 0.0052
|
| 446 |
+
- Recon Loss All: 0.0031
|
| 447 |
+
2025-10-19 13:21:53 - tokenizer_training_rank_0 - INFO - [Epoch 10/30, Step 175/475] LR: 0.000161, Loss: -0.0318
|
| 448 |
+
2025-10-19 13:21:53 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 449 |
+
- Recon Loss Pre: 0.0048
|
| 450 |
+
- Recon Loss All: 0.0028
|
| 451 |
+
2025-10-19 13:21:56 - tokenizer_training_rank_0 - INFO - [Epoch 10/30, Step 225/475] LR: 0.000160, Loss: -0.0316
|
| 452 |
+
2025-10-19 13:21:56 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 453 |
+
- Recon Loss Pre: 0.0052
|
| 454 |
+
- Recon Loss All: 0.0030
|
| 455 |
+
2025-10-19 13:22:00 - tokenizer_training_rank_0 - INFO - [Epoch 10/30, Step 275/475] LR: 0.000159, Loss: -0.0319
|
| 456 |
+
2025-10-19 13:22:00 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 457 |
+
- Recon Loss Pre: 0.0048
|
| 458 |
+
- Recon Loss All: 0.0028
|
| 459 |
+
2025-10-19 13:22:03 - tokenizer_training_rank_0 - INFO - [Epoch 10/30, Step 325/475] LR: 0.000158, Loss: -0.0319
|
| 460 |
+
2025-10-19 13:22:03 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 461 |
+
- Recon Loss Pre: 0.0047
|
| 462 |
+
- Recon Loss All: 0.0028
|
| 463 |
+
2025-10-19 13:22:07 - tokenizer_training_rank_0 - INFO - [Epoch 10/30, Step 375/475] LR: 0.000157, Loss: -0.0318
|
| 464 |
+
2025-10-19 13:22:07 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 465 |
+
- Recon Loss Pre: 0.0049
|
| 466 |
+
- Recon Loss All: 0.0029
|
| 467 |
+
2025-10-19 13:22:10 - tokenizer_training_rank_0 - INFO - [Epoch 10/30, Step 425/475] LR: 0.000156, Loss: -0.0318
|
| 468 |
+
2025-10-19 13:22:10 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 469 |
+
- Recon Loss Pre: 0.0048
|
| 470 |
+
- Recon Loss All: 0.0029
|
| 471 |
+
2025-10-19 13:22:13 - tokenizer_training_rank_0 - INFO - [Epoch 10/30, Step 475/475] LR: 0.000155, Loss: -0.0320
|
| 472 |
+
2025-10-19 13:22:13 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 473 |
+
- Recon Loss Pre: 0.0046
|
| 474 |
+
- Recon Loss All: 0.0028
|
| 475 |
+
2025-10-19 13:22:14 - tokenizer_training_rank_0 - INFO -
|
| 476 |
+
--- Epoch 10/30 Summary ---
|
| 477 |
+
Validation Loss: 0.0031
|
| 478 |
+
Epoch Time: 0:00:32
|
| 479 |
+
Total Training Time: 0:00:32
|
| 480 |
+
|
| 481 |
+
2025-10-19 13:22:17 - tokenizer_training_rank_0 - INFO - [Epoch 11/30, Step 50/475] LR: 0.000155, Loss: -0.0315
|
| 482 |
+
2025-10-19 13:22:17 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 483 |
+
- Recon Loss Pre: 0.0052
|
| 484 |
+
- Recon Loss All: 0.0031
|
| 485 |
+
2025-10-19 13:22:21 - tokenizer_training_rank_0 - INFO - [Epoch 11/30, Step 100/475] LR: 0.000154, Loss: -0.0320
|
| 486 |
+
2025-10-19 13:22:21 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 487 |
+
- Recon Loss Pre: 0.0046
|
| 488 |
+
- Recon Loss All: 0.0027
|
| 489 |
+
2025-10-19 13:22:24 - tokenizer_training_rank_0 - INFO - [Epoch 11/30, Step 150/475] LR: 0.000153, Loss: -0.0316
|
| 490 |
+
2025-10-19 13:22:24 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0713
|
| 491 |
+
- Recon Loss Pre: 0.0051
|
| 492 |
+
- Recon Loss All: 0.0031
|
| 493 |
+
2025-10-19 13:22:27 - tokenizer_training_rank_0 - INFO - [Epoch 11/30, Step 200/475] LR: 0.000152, Loss: -0.0318
|
| 494 |
+
2025-10-19 13:22:27 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 495 |
+
- Recon Loss Pre: 0.0049
|
| 496 |
+
- Recon Loss All: 0.0029
|
| 497 |
+
2025-10-19 13:22:31 - tokenizer_training_rank_0 - INFO - [Epoch 11/30, Step 250/475] LR: 0.000151, Loss: -0.0320
|
| 498 |
+
2025-10-19 13:22:31 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 499 |
+
- Recon Loss Pre: 0.0046
|
| 500 |
+
- Recon Loss All: 0.0028
|
| 501 |
+
2025-10-19 13:22:34 - tokenizer_training_rank_0 - INFO - [Epoch 11/30, Step 300/475] LR: 0.000150, Loss: -0.0319
|
| 502 |
+
2025-10-19 13:22:34 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 503 |
+
- Recon Loss Pre: 0.0047
|
| 504 |
+
- Recon Loss All: 0.0029
|
| 505 |
+
2025-10-19 13:22:37 - tokenizer_training_rank_0 - INFO - [Epoch 11/30, Step 350/475] LR: 0.000149, Loss: -0.0319
|
| 506 |
+
2025-10-19 13:22:37 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 507 |
+
- Recon Loss Pre: 0.0047
|
| 508 |
+
- Recon Loss All: 0.0029
|
| 509 |
+
2025-10-19 13:22:41 - tokenizer_training_rank_0 - INFO - [Epoch 11/30, Step 400/475] LR: 0.000148, Loss: -0.0320
|
| 510 |
+
2025-10-19 13:22:41 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 511 |
+
- Recon Loss Pre: 0.0046
|
| 512 |
+
- Recon Loss All: 0.0029
|
| 513 |
+
2025-10-19 13:22:44 - tokenizer_training_rank_0 - INFO - [Epoch 11/30, Step 450/475] LR: 0.000147, Loss: -0.0319
|
| 514 |
+
2025-10-19 13:22:44 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 515 |
+
- Recon Loss Pre: 0.0047
|
| 516 |
+
- Recon Loss All: 0.0029
|
| 517 |
+
2025-10-19 13:22:47 - tokenizer_training_rank_0 - INFO -
|
| 518 |
+
--- Epoch 11/30 Summary ---
|
| 519 |
+
Validation Loss: 0.0031
|
| 520 |
+
Epoch Time: 0:00:32
|
| 521 |
+
Total Training Time: 0:00:32
|
| 522 |
+
|
| 523 |
+
2025-10-19 13:22:48 - tokenizer_training_rank_0 - INFO - [Epoch 12/30, Step 25/475] LR: 0.000146, Loss: -0.0321
|
| 524 |
+
2025-10-19 13:22:48 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 525 |
+
- Recon Loss Pre: 0.0045
|
| 526 |
+
- Recon Loss All: 0.0027
|
| 527 |
+
2025-10-19 13:22:51 - tokenizer_training_rank_0 - INFO - [Epoch 12/30, Step 75/475] LR: 0.000145, Loss: -0.0321
|
| 528 |
+
2025-10-19 13:22:51 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 529 |
+
- Recon Loss Pre: 0.0045
|
| 530 |
+
- Recon Loss All: 0.0028
|
| 531 |
+
2025-10-19 13:22:55 - tokenizer_training_rank_0 - INFO - [Epoch 12/30, Step 125/475] LR: 0.000144, Loss: -0.0317
|
| 532 |
+
2025-10-19 13:22:55 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 533 |
+
- Recon Loss Pre: 0.0050
|
| 534 |
+
- Recon Loss All: 0.0030
|
| 535 |
+
2025-10-19 13:22:58 - tokenizer_training_rank_0 - INFO - [Epoch 12/30, Step 175/475] LR: 0.000143, Loss: -0.0320
|
| 536 |
+
2025-10-19 13:22:58 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
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| 537 |
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- Recon Loss Pre: 0.0045
|
| 538 |
+
- Recon Loss All: 0.0028
|
| 539 |
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2025-10-19 13:23:02 - tokenizer_training_rank_0 - INFO - [Epoch 12/30, Step 225/475] LR: 0.000142, Loss: -0.0320
|
| 540 |
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2025-10-19 13:23:02 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 541 |
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- Recon Loss Pre: 0.0047
|
| 542 |
+
- Recon Loss All: 0.0028
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| 543 |
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2025-10-19 13:23:05 - tokenizer_training_rank_0 - INFO - [Epoch 12/30, Step 275/475] LR: 0.000141, Loss: -0.0319
|
| 544 |
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2025-10-19 13:23:05 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 545 |
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- Recon Loss Pre: 0.0047
|
| 546 |
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- Recon Loss All: 0.0030
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| 547 |
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2025-10-19 13:23:08 - tokenizer_training_rank_0 - INFO - [Epoch 12/30, Step 325/475] LR: 0.000140, Loss: -0.0318
|
| 548 |
+
2025-10-19 13:23:08 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0714
|
| 549 |
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- Recon Loss Pre: 0.0049
|
| 550 |
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- Recon Loss All: 0.0030
|
| 551 |
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2025-10-19 13:23:11 - tokenizer_training_rank_0 - INFO - [Epoch 12/30, Step 375/475] LR: 0.000138, Loss: -0.0320
|
| 552 |
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2025-10-19 13:23:11 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 553 |
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- Recon Loss Pre: 0.0046
|
| 554 |
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- Recon Loss All: 0.0029
|
| 555 |
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2025-10-19 13:23:15 - tokenizer_training_rank_0 - INFO - [Epoch 12/30, Step 425/475] LR: 0.000137, Loss: -0.0321
|
| 556 |
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2025-10-19 13:23:15 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 557 |
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- Recon Loss Pre: 0.0045
|
| 558 |
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- Recon Loss All: 0.0027
|
| 559 |
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2025-10-19 13:23:18 - tokenizer_training_rank_0 - INFO - [Epoch 12/30, Step 475/475] LR: 0.000136, Loss: -0.0320
|
| 560 |
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2025-10-19 13:23:18 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 561 |
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- Recon Loss Pre: 0.0047
|
| 562 |
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- Recon Loss All: 0.0028
|
| 563 |
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2025-10-19 13:23:19 - tokenizer_training_rank_0 - INFO -
|
| 564 |
+
--- Epoch 12/30 Summary ---
|
| 565 |
+
Validation Loss: 0.0030
|
| 566 |
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Epoch Time: 0:00:32
|
| 567 |
+
Total Training Time: 0:00:32
|
| 568 |
+
|
| 569 |
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2025-10-19 13:23:22 - tokenizer_training_rank_0 - INFO - [Epoch 13/30, Step 50/475] LR: 0.000135, Loss: -0.0320
|
| 570 |
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2025-10-19 13:23:22 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 571 |
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- Recon Loss Pre: 0.0047
|
| 572 |
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- Recon Loss All: 0.0028
|
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2025-10-19 13:23:25 - tokenizer_training_rank_0 - INFO - [Epoch 13/30, Step 100/475] LR: 0.000134, Loss: -0.0322
|
| 574 |
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2025-10-19 13:23:25 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 575 |
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- Recon Loss Pre: 0.0044
|
| 576 |
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- Recon Loss All: 0.0027
|
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2025-10-19 13:23:28 - tokenizer_training_rank_0 - INFO - [Epoch 13/30, Step 150/475] LR: 0.000133, Loss: -0.0321
|
| 578 |
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2025-10-19 13:23:28 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 579 |
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- Recon Loss Pre: 0.0045
|
| 580 |
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- Recon Loss All: 0.0028
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| 581 |
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2025-10-19 13:23:31 - tokenizer_training_rank_0 - INFO - [Epoch 13/30, Step 200/475] LR: 0.000132, Loss: -0.0314
|
| 582 |
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2025-10-19 13:23:31 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 583 |
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- Recon Loss Pre: 0.0059
|
| 584 |
+
- Recon Loss All: 0.0029
|
| 585 |
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2025-10-19 13:23:35 - tokenizer_training_rank_0 - INFO - [Epoch 13/30, Step 250/475] LR: 0.000131, Loss: -0.0323
|
| 586 |
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2025-10-19 13:23:35 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 587 |
+
- Recon Loss Pre: 0.0044
|
| 588 |
+
- Recon Loss All: 0.0026
|
| 589 |
+
2025-10-19 13:23:38 - tokenizer_training_rank_0 - INFO - [Epoch 13/30, Step 300/475] LR: 0.000130, Loss: -0.0323
|
| 590 |
+
2025-10-19 13:23:38 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 591 |
+
- Recon Loss Pre: 0.0043
|
| 592 |
+
- Recon Loss All: 0.0026
|
| 593 |
+
2025-10-19 13:23:41 - tokenizer_training_rank_0 - INFO - [Epoch 13/30, Step 350/475] LR: 0.000129, Loss: -0.0320
|
| 594 |
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2025-10-19 13:23:41 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 595 |
+
- Recon Loss Pre: 0.0047
|
| 596 |
+
- Recon Loss All: 0.0028
|
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2025-10-19 13:23:44 - tokenizer_training_rank_0 - INFO - [Epoch 13/30, Step 400/475] LR: 0.000128, Loss: -0.0323
|
| 598 |
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2025-10-19 13:23:44 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 599 |
+
- Recon Loss Pre: 0.0043
|
| 600 |
+
- Recon Loss All: 0.0026
|
| 601 |
+
2025-10-19 13:23:48 - tokenizer_training_rank_0 - INFO - [Epoch 13/30, Step 450/475] LR: 0.000127, Loss: -0.0320
|
| 602 |
+
2025-10-19 13:23:48 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 603 |
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- Recon Loss Pre: 0.0047
|
| 604 |
+
- Recon Loss All: 0.0029
|
| 605 |
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2025-10-19 13:23:50 - tokenizer_training_rank_0 - INFO -
|
| 606 |
+
--- Epoch 13/30 Summary ---
|
| 607 |
+
Validation Loss: 0.0030
|
| 608 |
+
Epoch Time: 0:00:31
|
| 609 |
+
Total Training Time: 0:00:31
|
| 610 |
+
|
| 611 |
+
2025-10-19 13:23:50 - tokenizer_training_rank_0 - INFO - Best model saved to: /root/project/Kronos-Btc-finetune-master/Kronos/finetune_csv/finetuned//BTCUSDT_1h_finetune/tokenizer/best_model (validation loss: 0.0030)
|
| 612 |
+
2025-10-19 13:23:52 - tokenizer_training_rank_0 - INFO - [Epoch 14/30, Step 25/475] LR: 0.000126, Loss: -0.0320
|
| 613 |
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2025-10-19 13:23:52 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 614 |
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- Recon Loss Pre: 0.0047
|
| 615 |
+
- Recon Loss All: 0.0028
|
| 616 |
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2025-10-19 13:23:55 - tokenizer_training_rank_0 - INFO - [Epoch 14/30, Step 75/475] LR: 0.000124, Loss: -0.0322
|
| 617 |
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2025-10-19 13:23:55 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 618 |
+
- Recon Loss Pre: 0.0044
|
| 619 |
+
- Recon Loss All: 0.0028
|
| 620 |
+
2025-10-19 13:23:59 - tokenizer_training_rank_0 - INFO - [Epoch 14/30, Step 125/475] LR: 0.000123, Loss: -0.0321
|
| 621 |
+
2025-10-19 13:23:59 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 622 |
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- Recon Loss Pre: 0.0046
|
| 623 |
+
- Recon Loss All: 0.0027
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2025-10-19 13:24:02 - tokenizer_training_rank_0 - INFO - [Epoch 14/30, Step 175/475] LR: 0.000122, Loss: -0.0321
|
| 625 |
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2025-10-19 13:24:02 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
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+
- Recon Loss Pre: 0.0047
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+
- Recon Loss All: 0.0028
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2025-10-19 13:24:06 - tokenizer_training_rank_0 - INFO - [Epoch 14/30, Step 225/475] LR: 0.000121, Loss: -0.0321
|
| 629 |
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2025-10-19 13:24:06 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 630 |
+
- Recon Loss Pre: 0.0046
|
| 631 |
+
- Recon Loss All: 0.0027
|
| 632 |
+
2025-10-19 13:24:09 - tokenizer_training_rank_0 - INFO - [Epoch 14/30, Step 275/475] LR: 0.000120, Loss: -0.0321
|
| 633 |
+
2025-10-19 13:24:09 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 634 |
+
- Recon Loss Pre: 0.0046
|
| 635 |
+
- Recon Loss All: 0.0028
|
| 636 |
+
2025-10-19 13:24:12 - tokenizer_training_rank_0 - INFO - [Epoch 14/30, Step 325/475] LR: 0.000119, Loss: -0.0322
|
| 637 |
+
2025-10-19 13:24:12 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 638 |
+
- Recon Loss Pre: 0.0046
|
| 639 |
+
- Recon Loss All: 0.0027
|
| 640 |
+
2025-10-19 13:24:15 - tokenizer_training_rank_0 - INFO - [Epoch 14/30, Step 375/475] LR: 0.000118, Loss: -0.0323
|
| 641 |
+
2025-10-19 13:24:15 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 642 |
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- Recon Loss Pre: 0.0043
|
| 643 |
+
- Recon Loss All: 0.0027
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2025-10-19 13:24:19 - tokenizer_training_rank_0 - INFO - [Epoch 14/30, Step 425/475] LR: 0.000117, Loss: -0.0324
|
| 645 |
+
2025-10-19 13:24:19 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 646 |
+
- Recon Loss Pre: 0.0042
|
| 647 |
+
- Recon Loss All: 0.0027
|
| 648 |
+
2025-10-19 13:24:22 - tokenizer_training_rank_0 - INFO - [Epoch 14/30, Step 475/475] LR: 0.000116, Loss: -0.0324
|
| 649 |
+
2025-10-19 13:24:22 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 650 |
+
- Recon Loss Pre: 0.0043
|
| 651 |
+
- Recon Loss All: 0.0025
|
| 652 |
+
2025-10-19 13:24:23 - tokenizer_training_rank_0 - INFO -
|
| 653 |
+
--- Epoch 14/30 Summary ---
|
| 654 |
+
Validation Loss: 0.0030
|
| 655 |
+
Epoch Time: 0:00:32
|
| 656 |
+
Total Training Time: 0:00:32
|
| 657 |
+
|
| 658 |
+
2025-10-19 13:24:23 - tokenizer_training_rank_0 - INFO - Best model saved to: /root/project/Kronos-Btc-finetune-master/Kronos/finetune_csv/finetuned//BTCUSDT_1h_finetune/tokenizer/best_model (validation loss: 0.0030)
|
| 659 |
+
2025-10-19 13:24:26 - tokenizer_training_rank_0 - INFO - [Epoch 15/30, Step 50/475] LR: 0.000114, Loss: -0.0320
|
| 660 |
+
2025-10-19 13:24:26 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 661 |
+
- Recon Loss Pre: 0.0048
|
| 662 |
+
- Recon Loss All: 0.0029
|
| 663 |
+
2025-10-19 13:24:30 - tokenizer_training_rank_0 - INFO - [Epoch 15/30, Step 100/475] LR: 0.000113, Loss: -0.0322
|
| 664 |
+
2025-10-19 13:24:30 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 665 |
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- Recon Loss Pre: 0.0046
|
| 666 |
+
- Recon Loss All: 0.0026
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2025-10-19 13:24:33 - tokenizer_training_rank_0 - INFO - [Epoch 15/30, Step 150/475] LR: 0.000112, Loss: -0.0323
|
| 668 |
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2025-10-19 13:24:33 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
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- Recon Loss Pre: 0.0044
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| 670 |
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- Recon Loss All: 0.0026
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2025-10-19 13:24:36 - tokenizer_training_rank_0 - INFO - [Epoch 15/30, Step 200/475] LR: 0.000111, Loss: -0.0323
|
| 672 |
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2025-10-19 13:24:36 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
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+
- Recon Loss Pre: 0.0043
|
| 674 |
+
- Recon Loss All: 0.0026
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| 675 |
+
2025-10-19 13:24:40 - tokenizer_training_rank_0 - INFO - [Epoch 15/30, Step 250/475] LR: 0.000110, Loss: -0.0318
|
| 676 |
+
2025-10-19 13:24:40 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 677 |
+
- Recon Loss Pre: 0.0050
|
| 678 |
+
- Recon Loss All: 0.0029
|
| 679 |
+
2025-10-19 13:24:43 - tokenizer_training_rank_0 - INFO - [Epoch 15/30, Step 300/475] LR: 0.000109, Loss: -0.0324
|
| 680 |
+
2025-10-19 13:24:43 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 681 |
+
- Recon Loss Pre: 0.0042
|
| 682 |
+
- Recon Loss All: 0.0027
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| 683 |
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2025-10-19 13:24:46 - tokenizer_training_rank_0 - INFO - [Epoch 15/30, Step 350/475] LR: 0.000108, Loss: -0.0323
|
| 684 |
+
2025-10-19 13:24:46 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 685 |
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- Recon Loss Pre: 0.0044
|
| 686 |
+
- Recon Loss All: 0.0027
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| 687 |
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2025-10-19 13:24:50 - tokenizer_training_rank_0 - INFO - [Epoch 15/30, Step 400/475] LR: 0.000107, Loss: -0.0322
|
| 688 |
+
2025-10-19 13:24:50 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 689 |
+
- Recon Loss Pre: 0.0045
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| 690 |
+
- Recon Loss All: 0.0028
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| 691 |
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2025-10-19 13:24:53 - tokenizer_training_rank_0 - INFO - [Epoch 15/30, Step 450/475] LR: 0.000105, Loss: -0.0322
|
| 692 |
+
2025-10-19 13:24:53 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 693 |
+
- Recon Loss Pre: 0.0046
|
| 694 |
+
- Recon Loss All: 0.0026
|
| 695 |
+
2025-10-19 13:24:56 - tokenizer_training_rank_0 - INFO -
|
| 696 |
+
--- Epoch 15/30 Summary ---
|
| 697 |
+
Validation Loss: 0.0030
|
| 698 |
+
Epoch Time: 0:00:32
|
| 699 |
+
Total Training Time: 0:00:32
|
| 700 |
+
|
| 701 |
+
2025-10-19 13:24:58 - tokenizer_training_rank_0 - INFO - [Epoch 16/30, Step 25/475] LR: 0.000104, Loss: -0.0321
|
| 702 |
+
2025-10-19 13:24:58 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
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+
- Recon Loss Pre: 0.0046
|
| 704 |
+
- Recon Loss All: 0.0027
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2025-10-19 13:25:01 - tokenizer_training_rank_0 - INFO - [Epoch 16/30, Step 75/475] LR: 0.000103, Loss: -0.0322
|
| 706 |
+
2025-10-19 13:25:01 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 707 |
+
- Recon Loss Pre: 0.0045
|
| 708 |
+
- Recon Loss All: 0.0027
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| 709 |
+
2025-10-19 13:25:04 - tokenizer_training_rank_0 - INFO - [Epoch 16/30, Step 125/475] LR: 0.000102, Loss: -0.0320
|
| 710 |
+
2025-10-19 13:25:04 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 711 |
+
- Recon Loss Pre: 0.0048
|
| 712 |
+
- Recon Loss All: 0.0028
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2025-10-19 13:25:08 - tokenizer_training_rank_0 - INFO - [Epoch 16/30, Step 175/475] LR: 0.000101, Loss: -0.0320
|
| 714 |
+
2025-10-19 13:25:08 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
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- Recon Loss Pre: 0.0047
|
| 716 |
+
- Recon Loss All: 0.0029
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+
2025-10-19 13:25:11 - tokenizer_training_rank_0 - INFO - [Epoch 16/30, Step 225/475] LR: 0.000100, Loss: -0.0319
|
| 718 |
+
2025-10-19 13:25:11 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 719 |
+
- Recon Loss Pre: 0.0048
|
| 720 |
+
- Recon Loss All: 0.0029
|
| 721 |
+
2025-10-19 13:25:14 - tokenizer_training_rank_0 - INFO - [Epoch 16/30, Step 275/475] LR: 0.000099, Loss: -0.0322
|
| 722 |
+
2025-10-19 13:25:14 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 723 |
+
- Recon Loss Pre: 0.0045
|
| 724 |
+
- Recon Loss All: 0.0027
|
| 725 |
+
2025-10-19 13:25:18 - tokenizer_training_rank_0 - INFO - [Epoch 16/30, Step 325/475] LR: 0.000097, Loss: -0.0323
|
| 726 |
+
2025-10-19 13:25:18 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 727 |
+
- Recon Loss Pre: 0.0044
|
| 728 |
+
- Recon Loss All: 0.0027
|
| 729 |
+
2025-10-19 13:25:21 - tokenizer_training_rank_0 - INFO - [Epoch 16/30, Step 375/475] LR: 0.000096, Loss: -0.0318
|
| 730 |
+
2025-10-19 13:25:21 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 731 |
+
- Recon Loss Pre: 0.0050
|
| 732 |
+
- Recon Loss All: 0.0029
|
| 733 |
+
2025-10-19 13:25:24 - tokenizer_training_rank_0 - INFO - [Epoch 16/30, Step 425/475] LR: 0.000095, Loss: -0.0322
|
| 734 |
+
2025-10-19 13:25:24 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 735 |
+
- Recon Loss Pre: 0.0044
|
| 736 |
+
- Recon Loss All: 0.0028
|
| 737 |
+
2025-10-19 13:25:27 - tokenizer_training_rank_0 - INFO - [Epoch 16/30, Step 475/475] LR: 0.000094, Loss: -0.0322
|
| 738 |
+
2025-10-19 13:25:27 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 739 |
+
- Recon Loss Pre: 0.0046
|
| 740 |
+
- Recon Loss All: 0.0026
|
| 741 |
+
2025-10-19 13:25:29 - tokenizer_training_rank_0 - INFO -
|
| 742 |
+
--- Epoch 16/30 Summary ---
|
| 743 |
+
Validation Loss: 0.0031
|
| 744 |
+
Epoch Time: 0:00:32
|
| 745 |
+
Total Training Time: 0:00:32
|
| 746 |
+
|
| 747 |
+
2025-10-19 13:25:32 - tokenizer_training_rank_0 - INFO - [Epoch 17/30, Step 50/475] LR: 0.000093, Loss: -0.0319
|
| 748 |
+
2025-10-19 13:25:32 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 749 |
+
- Recon Loss Pre: 0.0048
|
| 750 |
+
- Recon Loss All: 0.0030
|
| 751 |
+
2025-10-19 13:25:35 - tokenizer_training_rank_0 - INFO - [Epoch 17/30, Step 100/475] LR: 0.000092, Loss: -0.0319
|
| 752 |
+
2025-10-19 13:25:35 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 753 |
+
- Recon Loss Pre: 0.0050
|
| 754 |
+
- Recon Loss All: 0.0027
|
| 755 |
+
2025-10-19 13:25:39 - tokenizer_training_rank_0 - INFO - [Epoch 17/30, Step 150/475] LR: 0.000091, Loss: -0.0321
|
| 756 |
+
2025-10-19 13:25:39 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 757 |
+
- Recon Loss Pre: 0.0046
|
| 758 |
+
- Recon Loss All: 0.0027
|
| 759 |
+
2025-10-19 13:25:42 - tokenizer_training_rank_0 - INFO - [Epoch 17/30, Step 200/475] LR: 0.000090, Loss: -0.0322
|
| 760 |
+
2025-10-19 13:25:42 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 761 |
+
- Recon Loss Pre: 0.0044
|
| 762 |
+
- Recon Loss All: 0.0028
|
| 763 |
+
2025-10-19 13:25:45 - tokenizer_training_rank_0 - INFO - [Epoch 17/30, Step 250/475] LR: 0.000088, Loss: -0.0320
|
| 764 |
+
2025-10-19 13:25:45 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 765 |
+
- Recon Loss Pre: 0.0047
|
| 766 |
+
- Recon Loss All: 0.0028
|
| 767 |
+
2025-10-19 13:25:48 - tokenizer_training_rank_0 - INFO - [Epoch 17/30, Step 300/475] LR: 0.000087, Loss: -0.0321
|
| 768 |
+
2025-10-19 13:25:48 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 769 |
+
- Recon Loss Pre: 0.0046
|
| 770 |
+
- Recon Loss All: 0.0027
|
| 771 |
+
2025-10-19 13:25:52 - tokenizer_training_rank_0 - INFO - [Epoch 17/30, Step 350/475] LR: 0.000086, Loss: -0.0321
|
| 772 |
+
2025-10-19 13:25:52 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 773 |
+
- Recon Loss Pre: 0.0046
|
| 774 |
+
- Recon Loss All: 0.0027
|
| 775 |
+
2025-10-19 13:25:55 - tokenizer_training_rank_0 - INFO - [Epoch 17/30, Step 400/475] LR: 0.000085, Loss: -0.0321
|
| 776 |
+
2025-10-19 13:25:55 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 777 |
+
- Recon Loss Pre: 0.0047
|
| 778 |
+
- Recon Loss All: 0.0027
|
| 779 |
+
2025-10-19 13:25:59 - tokenizer_training_rank_0 - INFO - [Epoch 17/30, Step 450/475] LR: 0.000084, Loss: -0.0323
|
| 780 |
+
2025-10-19 13:25:59 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 781 |
+
- Recon Loss Pre: 0.0044
|
| 782 |
+
- Recon Loss All: 0.0027
|
| 783 |
+
2025-10-19 13:26:01 - tokenizer_training_rank_0 - INFO -
|
| 784 |
+
--- Epoch 17/30 Summary ---
|
| 785 |
+
Validation Loss: 0.0031
|
| 786 |
+
Epoch Time: 0:00:32
|
| 787 |
+
Total Training Time: 0:00:32
|
| 788 |
+
|
| 789 |
+
2025-10-19 13:26:03 - tokenizer_training_rank_0 - INFO - [Epoch 18/30, Step 25/475] LR: 0.000083, Loss: -0.0321
|
| 790 |
+
2025-10-19 13:26:03 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 791 |
+
- Recon Loss Pre: 0.0046
|
| 792 |
+
- Recon Loss All: 0.0028
|
| 793 |
+
2025-10-19 13:26:06 - tokenizer_training_rank_0 - INFO - [Epoch 18/30, Step 75/475] LR: 0.000082, Loss: -0.0322
|
| 794 |
+
2025-10-19 13:26:06 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 795 |
+
- Recon Loss Pre: 0.0045
|
| 796 |
+
- Recon Loss All: 0.0027
|
| 797 |
+
2025-10-19 13:26:09 - tokenizer_training_rank_0 - INFO - [Epoch 18/30, Step 125/475] LR: 0.000081, Loss: -0.0320
|
| 798 |
+
2025-10-19 13:26:09 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 799 |
+
- Recon Loss Pre: 0.0047
|
| 800 |
+
- Recon Loss All: 0.0028
|
| 801 |
+
2025-10-19 13:26:12 - tokenizer_training_rank_0 - INFO - [Epoch 18/30, Step 175/475] LR: 0.000079, Loss: -0.0322
|
| 802 |
+
2025-10-19 13:26:12 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 803 |
+
- Recon Loss Pre: 0.0045
|
| 804 |
+
- Recon Loss All: 0.0027
|
| 805 |
+
2025-10-19 13:26:15 - tokenizer_training_rank_0 - INFO - [Epoch 18/30, Step 225/475] LR: 0.000078, Loss: -0.0320
|
| 806 |
+
2025-10-19 13:26:15 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 807 |
+
- Recon Loss Pre: 0.0047
|
| 808 |
+
- Recon Loss All: 0.0028
|
| 809 |
+
2025-10-19 13:26:18 - tokenizer_training_rank_0 - INFO - [Epoch 18/30, Step 275/475] LR: 0.000077, Loss: -0.0322
|
| 810 |
+
2025-10-19 13:26:18 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 811 |
+
- Recon Loss Pre: 0.0044
|
| 812 |
+
- Recon Loss All: 0.0028
|
| 813 |
+
2025-10-19 13:26:20 - tokenizer_training_rank_0 - INFO - [Epoch 18/30, Step 325/475] LR: 0.000076, Loss: -0.0323
|
| 814 |
+
2025-10-19 13:26:21 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 815 |
+
- Recon Loss Pre: 0.0044
|
| 816 |
+
- Recon Loss All: 0.0027
|
| 817 |
+
2025-10-19 13:26:23 - tokenizer_training_rank_0 - INFO - [Epoch 18/30, Step 375/475] LR: 0.000075, Loss: -0.0323
|
| 818 |
+
2025-10-19 13:26:23 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 819 |
+
- Recon Loss Pre: 0.0043
|
| 820 |
+
- Recon Loss All: 0.0026
|
| 821 |
+
2025-10-19 13:26:26 - tokenizer_training_rank_0 - INFO - [Epoch 18/30, Step 425/475] LR: 0.000074, Loss: -0.0323
|
| 822 |
+
2025-10-19 13:26:26 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 823 |
+
- Recon Loss Pre: 0.0044
|
| 824 |
+
- Recon Loss All: 0.0027
|
| 825 |
+
2025-10-19 13:26:29 - tokenizer_training_rank_0 - INFO - [Epoch 18/30, Step 475/475] LR: 0.000073, Loss: -0.0323
|
| 826 |
+
2025-10-19 13:26:29 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 827 |
+
- Recon Loss Pre: 0.0043
|
| 828 |
+
- Recon Loss All: 0.0027
|
| 829 |
+
2025-10-19 13:26:31 - tokenizer_training_rank_0 - INFO -
|
| 830 |
+
--- Epoch 18/30 Summary ---
|
| 831 |
+
Validation Loss: 0.0032
|
| 832 |
+
Epoch Time: 0:00:29
|
| 833 |
+
Total Training Time: 0:00:29
|
| 834 |
+
|
| 835 |
+
2025-10-19 13:26:34 - tokenizer_training_rank_0 - INFO - [Epoch 19/30, Step 50/475] LR: 0.000072, Loss: -0.0322
|
| 836 |
+
2025-10-19 13:26:34 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 837 |
+
- Recon Loss Pre: 0.0045
|
| 838 |
+
- Recon Loss All: 0.0027
|
| 839 |
+
2025-10-19 13:26:37 - tokenizer_training_rank_0 - INFO - [Epoch 19/30, Step 100/475] LR: 0.000071, Loss: -0.0321
|
| 840 |
+
2025-10-19 13:26:37 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 841 |
+
- Recon Loss Pre: 0.0046
|
| 842 |
+
- Recon Loss All: 0.0028
|
| 843 |
+
2025-10-19 13:26:41 - tokenizer_training_rank_0 - INFO - [Epoch 19/30, Step 150/475] LR: 0.000070, Loss: -0.0322
|
| 844 |
+
2025-10-19 13:26:41 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 845 |
+
- Recon Loss Pre: 0.0045
|
| 846 |
+
- Recon Loss All: 0.0027
|
| 847 |
+
2025-10-19 13:26:44 - tokenizer_training_rank_0 - INFO - [Epoch 19/30, Step 200/475] LR: 0.000068, Loss: -0.0321
|
| 848 |
+
2025-10-19 13:26:44 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 849 |
+
- Recon Loss Pre: 0.0046
|
| 850 |
+
- Recon Loss All: 0.0028
|
| 851 |
+
2025-10-19 13:26:47 - tokenizer_training_rank_0 - INFO - [Epoch 19/30, Step 250/475] LR: 0.000067, Loss: -0.0324
|
| 852 |
+
2025-10-19 13:26:47 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0717
|
| 853 |
+
- Recon Loss Pre: 0.0043
|
| 854 |
+
- Recon Loss All: 0.0026
|
| 855 |
+
2025-10-19 13:26:50 - tokenizer_training_rank_0 - INFO - [Epoch 19/30, Step 300/475] LR: 0.000066, Loss: -0.0321
|
| 856 |
+
2025-10-19 13:26:50 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 857 |
+
- Recon Loss Pre: 0.0046
|
| 858 |
+
- Recon Loss All: 0.0028
|
| 859 |
+
2025-10-19 13:26:53 - tokenizer_training_rank_0 - INFO - [Epoch 19/30, Step 350/475] LR: 0.000065, Loss: -0.0323
|
| 860 |
+
2025-10-19 13:26:53 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0717
|
| 861 |
+
- Recon Loss Pre: 0.0044
|
| 862 |
+
- Recon Loss All: 0.0027
|
| 863 |
+
2025-10-19 13:26:56 - tokenizer_training_rank_0 - INFO - [Epoch 19/30, Step 400/475] LR: 0.000064, Loss: -0.0323
|
| 864 |
+
2025-10-19 13:26:56 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0717
|
| 865 |
+
- Recon Loss Pre: 0.0044
|
| 866 |
+
- Recon Loss All: 0.0027
|
| 867 |
+
2025-10-19 13:26:58 - tokenizer_training_rank_0 - INFO - [Epoch 19/30, Step 450/475] LR: 0.000063, Loss: -0.0324
|
| 868 |
+
2025-10-19 13:26:58 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0717
|
| 869 |
+
- Recon Loss Pre: 0.0042
|
| 870 |
+
- Recon Loss All: 0.0027
|
| 871 |
+
2025-10-19 13:27:01 - tokenizer_training_rank_0 - INFO -
|
| 872 |
+
--- Epoch 19/30 Summary ---
|
| 873 |
+
Validation Loss: 0.0032
|
| 874 |
+
Epoch Time: 0:00:30
|
| 875 |
+
Total Training Time: 0:00:30
|
| 876 |
+
|
| 877 |
+
2025-10-19 13:27:02 - tokenizer_training_rank_0 - INFO - [Epoch 20/30, Step 25/475] LR: 0.000062, Loss: -0.0322
|
| 878 |
+
2025-10-19 13:27:02 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0717
|
| 879 |
+
- Recon Loss Pre: 0.0045
|
| 880 |
+
- Recon Loss All: 0.0028
|
| 881 |
+
2025-10-19 13:27:05 - tokenizer_training_rank_0 - INFO - [Epoch 20/30, Step 75/475] LR: 0.000061, Loss: -0.0321
|
| 882 |
+
2025-10-19 13:27:05 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 883 |
+
- Recon Loss Pre: 0.0046
|
| 884 |
+
- Recon Loss All: 0.0028
|
| 885 |
+
2025-10-19 13:27:08 - tokenizer_training_rank_0 - INFO - [Epoch 20/30, Step 125/475] LR: 0.000060, Loss: -0.0321
|
| 886 |
+
2025-10-19 13:27:08 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 887 |
+
- Recon Loss Pre: 0.0045
|
| 888 |
+
- Recon Loss All: 0.0028
|
| 889 |
+
2025-10-19 13:27:11 - tokenizer_training_rank_0 - INFO - [Epoch 20/30, Step 175/475] LR: 0.000059, Loss: -0.0322
|
| 890 |
+
2025-10-19 13:27:11 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 891 |
+
- Recon Loss Pre: 0.0045
|
| 892 |
+
- Recon Loss All: 0.0027
|
| 893 |
+
2025-10-19 13:27:14 - tokenizer_training_rank_0 - INFO - [Epoch 20/30, Step 225/475] LR: 0.000058, Loss: -0.0319
|
| 894 |
+
2025-10-19 13:27:14 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 895 |
+
- Recon Loss Pre: 0.0049
|
| 896 |
+
- Recon Loss All: 0.0028
|
| 897 |
+
2025-10-19 13:27:17 - tokenizer_training_rank_0 - INFO - [Epoch 20/30, Step 275/475] LR: 0.000057, Loss: -0.0322
|
| 898 |
+
2025-10-19 13:27:17 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 899 |
+
- Recon Loss Pre: 0.0045
|
| 900 |
+
- Recon Loss All: 0.0028
|
| 901 |
+
2025-10-19 13:27:20 - tokenizer_training_rank_0 - INFO - [Epoch 20/30, Step 325/475] LR: 0.000056, Loss: -0.0322
|
| 902 |
+
2025-10-19 13:27:20 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 903 |
+
- Recon Loss Pre: 0.0045
|
| 904 |
+
- Recon Loss All: 0.0027
|
| 905 |
+
2025-10-19 13:27:22 - tokenizer_training_rank_0 - INFO - [Epoch 20/30, Step 375/475] LR: 0.000055, Loss: -0.0322
|
| 906 |
+
2025-10-19 13:27:22 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 907 |
+
- Recon Loss Pre: 0.0044
|
| 908 |
+
- Recon Loss All: 0.0027
|
| 909 |
+
2025-10-19 13:27:25 - tokenizer_training_rank_0 - INFO - [Epoch 20/30, Step 425/475] LR: 0.000054, Loss: -0.0322
|
| 910 |
+
2025-10-19 13:27:25 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 911 |
+
- Recon Loss Pre: 0.0044
|
| 912 |
+
- Recon Loss All: 0.0027
|
| 913 |
+
2025-10-19 13:27:28 - tokenizer_training_rank_0 - INFO - [Epoch 20/30, Step 475/475] LR: 0.000053, Loss: -0.0323
|
| 914 |
+
2025-10-19 13:27:28 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 915 |
+
- Recon Loss Pre: 0.0044
|
| 916 |
+
- Recon Loss All: 0.0026
|
| 917 |
+
2025-10-19 13:27:29 - tokenizer_training_rank_0 - INFO -
|
| 918 |
+
--- Epoch 20/30 Summary ---
|
| 919 |
+
Validation Loss: 0.0032
|
| 920 |
+
Epoch Time: 0:00:28
|
| 921 |
+
Total Training Time: 0:00:28
|
| 922 |
+
|
| 923 |
+
2025-10-19 13:27:33 - tokenizer_training_rank_0 - INFO - [Epoch 21/30, Step 50/475] LR: 0.000052, Loss: -0.0322
|
| 924 |
+
2025-10-19 13:27:33 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 925 |
+
- Recon Loss Pre: 0.0045
|
| 926 |
+
- Recon Loss All: 0.0027
|
| 927 |
+
2025-10-19 13:27:36 - tokenizer_training_rank_0 - INFO - [Epoch 21/30, Step 100/475] LR: 0.000051, Loss: -0.0322
|
| 928 |
+
2025-10-19 13:27:36 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 929 |
+
- Recon Loss Pre: 0.0046
|
| 930 |
+
- Recon Loss All: 0.0027
|
| 931 |
+
2025-10-19 13:27:39 - tokenizer_training_rank_0 - INFO - [Epoch 21/30, Step 150/475] LR: 0.000050, Loss: -0.0321
|
| 932 |
+
2025-10-19 13:27:39 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 933 |
+
- Recon Loss Pre: 0.0046
|
| 934 |
+
- Recon Loss All: 0.0029
|
| 935 |
+
2025-10-19 13:27:42 - tokenizer_training_rank_0 - INFO - [Epoch 21/30, Step 200/475] LR: 0.000049, Loss: -0.0322
|
| 936 |
+
2025-10-19 13:27:42 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 937 |
+
- Recon Loss Pre: 0.0044
|
| 938 |
+
- Recon Loss All: 0.0028
|
| 939 |
+
2025-10-19 13:27:45 - tokenizer_training_rank_0 - INFO - [Epoch 21/30, Step 250/475] LR: 0.000048, Loss: -0.0321
|
| 940 |
+
2025-10-19 13:27:45 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 941 |
+
- Recon Loss Pre: 0.0046
|
| 942 |
+
- Recon Loss All: 0.0028
|
| 943 |
+
2025-10-19 13:27:48 - tokenizer_training_rank_0 - INFO - [Epoch 21/30, Step 300/475] LR: 0.000047, Loss: -0.0321
|
| 944 |
+
2025-10-19 13:27:48 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 945 |
+
- Recon Loss Pre: 0.0046
|
| 946 |
+
- Recon Loss All: 0.0028
|
| 947 |
+
2025-10-19 13:27:51 - tokenizer_training_rank_0 - INFO - [Epoch 21/30, Step 350/475] LR: 0.000046, Loss: -0.0324
|
| 948 |
+
2025-10-19 13:27:51 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 949 |
+
- Recon Loss Pre: 0.0042
|
| 950 |
+
- Recon Loss All: 0.0026
|
| 951 |
+
2025-10-19 13:27:53 - tokenizer_training_rank_0 - INFO - [Epoch 21/30, Step 400/475] LR: 0.000045, Loss: -0.0322
|
| 952 |
+
2025-10-19 13:27:54 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 953 |
+
- Recon Loss Pre: 0.0044
|
| 954 |
+
- Recon Loss All: 0.0027
|
| 955 |
+
2025-10-19 13:27:56 - tokenizer_training_rank_0 - INFO - [Epoch 21/30, Step 450/475] LR: 0.000044, Loss: -0.0322
|
| 956 |
+
2025-10-19 13:27:56 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 957 |
+
- Recon Loss Pre: 0.0045
|
| 958 |
+
- Recon Loss All: 0.0027
|
| 959 |
+
2025-10-19 13:27:59 - tokenizer_training_rank_0 - INFO -
|
| 960 |
+
--- Epoch 21/30 Summary ---
|
| 961 |
+
Validation Loss: 0.0031
|
| 962 |
+
Epoch Time: 0:00:29
|
| 963 |
+
Total Training Time: 0:00:29
|
| 964 |
+
|
| 965 |
+
2025-10-19 13:28:01 - tokenizer_training_rank_0 - INFO - [Epoch 22/30, Step 25/475] LR: 0.000043, Loss: -0.0324
|
| 966 |
+
2025-10-19 13:28:01 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 967 |
+
- Recon Loss Pre: 0.0042
|
| 968 |
+
- Recon Loss All: 0.0026
|
| 969 |
+
2025-10-19 13:28:03 - tokenizer_training_rank_0 - INFO - [Epoch 22/30, Step 75/475] LR: 0.000042, Loss: -0.0323
|
| 970 |
+
2025-10-19 13:28:03 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 971 |
+
- Recon Loss Pre: 0.0044
|
| 972 |
+
- Recon Loss All: 0.0027
|
| 973 |
+
2025-10-19 13:28:06 - tokenizer_training_rank_0 - INFO - [Epoch 22/30, Step 125/475] LR: 0.000041, Loss: -0.0321
|
| 974 |
+
2025-10-19 13:28:06 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 975 |
+
- Recon Loss Pre: 0.0047
|
| 976 |
+
- Recon Loss All: 0.0027
|
| 977 |
+
2025-10-19 13:28:09 - tokenizer_training_rank_0 - INFO - [Epoch 22/30, Step 175/475] LR: 0.000040, Loss: -0.0321
|
| 978 |
+
2025-10-19 13:28:09 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 979 |
+
- Recon Loss Pre: 0.0045
|
| 980 |
+
- Recon Loss All: 0.0028
|
| 981 |
+
2025-10-19 13:28:12 - tokenizer_training_rank_0 - INFO - [Epoch 22/30, Step 225/475] LR: 0.000039, Loss: -0.0321
|
| 982 |
+
2025-10-19 13:28:12 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 983 |
+
- Recon Loss Pre: 0.0045
|
| 984 |
+
- Recon Loss All: 0.0028
|
| 985 |
+
2025-10-19 13:28:15 - tokenizer_training_rank_0 - INFO - [Epoch 22/30, Step 275/475] LR: 0.000039, Loss: -0.0322
|
| 986 |
+
2025-10-19 13:28:15 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 987 |
+
- Recon Loss Pre: 0.0045
|
| 988 |
+
- Recon Loss All: 0.0028
|
| 989 |
+
2025-10-19 13:28:18 - tokenizer_training_rank_0 - INFO - [Epoch 22/30, Step 325/475] LR: 0.000038, Loss: -0.0321
|
| 990 |
+
2025-10-19 13:28:18 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 991 |
+
- Recon Loss Pre: 0.0047
|
| 992 |
+
- Recon Loss All: 0.0028
|
| 993 |
+
2025-10-19 13:28:20 - tokenizer_training_rank_0 - INFO - [Epoch 22/30, Step 375/475] LR: 0.000037, Loss: -0.0324
|
| 994 |
+
2025-10-19 13:28:20 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 995 |
+
- Recon Loss Pre: 0.0043
|
| 996 |
+
- Recon Loss All: 0.0025
|
| 997 |
+
2025-10-19 13:28:23 - tokenizer_training_rank_0 - INFO - [Epoch 22/30, Step 425/475] LR: 0.000036, Loss: -0.0321
|
| 998 |
+
2025-10-19 13:28:23 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 999 |
+
- Recon Loss Pre: 0.0046
|
| 1000 |
+
- Recon Loss All: 0.0028
|
| 1001 |
+
2025-10-19 13:28:26 - tokenizer_training_rank_0 - INFO - [Epoch 22/30, Step 475/475] LR: 0.000035, Loss: -0.0321
|
| 1002 |
+
2025-10-19 13:28:26 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1003 |
+
- Recon Loss Pre: 0.0046
|
| 1004 |
+
- Recon Loss All: 0.0029
|
| 1005 |
+
2025-10-19 13:28:27 - tokenizer_training_rank_0 - INFO -
|
| 1006 |
+
--- Epoch 22/30 Summary ---
|
| 1007 |
+
Validation Loss: 0.0032
|
| 1008 |
+
Epoch Time: 0:00:28
|
| 1009 |
+
Total Training Time: 0:00:28
|
| 1010 |
+
|
| 1011 |
+
2025-10-19 13:28:31 - tokenizer_training_rank_0 - INFO - [Epoch 23/30, Step 50/475] LR: 0.000034, Loss: -0.0321
|
| 1012 |
+
2025-10-19 13:28:31 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1013 |
+
- Recon Loss Pre: 0.0046
|
| 1014 |
+
- Recon Loss All: 0.0028
|
| 1015 |
+
2025-10-19 13:28:34 - tokenizer_training_rank_0 - INFO - [Epoch 23/30, Step 100/475] LR: 0.000033, Loss: -0.0321
|
| 1016 |
+
2025-10-19 13:28:34 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1017 |
+
- Recon Loss Pre: 0.0046
|
| 1018 |
+
- Recon Loss All: 0.0027
|
| 1019 |
+
2025-10-19 13:28:37 - tokenizer_training_rank_0 - INFO - [Epoch 23/30, Step 150/475] LR: 0.000032, Loss: -0.0322
|
| 1020 |
+
2025-10-19 13:28:37 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1021 |
+
- Recon Loss Pre: 0.0044
|
| 1022 |
+
- Recon Loss All: 0.0028
|
| 1023 |
+
2025-10-19 13:28:41 - tokenizer_training_rank_0 - INFO - [Epoch 23/30, Step 200/475] LR: 0.000032, Loss: -0.0322
|
| 1024 |
+
2025-10-19 13:28:41 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1025 |
+
- Recon Loss Pre: 0.0046
|
| 1026 |
+
- Recon Loss All: 0.0027
|
| 1027 |
+
2025-10-19 13:28:44 - tokenizer_training_rank_0 - INFO - [Epoch 23/30, Step 250/475] LR: 0.000031, Loss: -0.0323
|
| 1028 |
+
2025-10-19 13:28:44 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1029 |
+
- Recon Loss Pre: 0.0044
|
| 1030 |
+
- Recon Loss All: 0.0026
|
| 1031 |
+
2025-10-19 13:28:47 - tokenizer_training_rank_0 - INFO - [Epoch 23/30, Step 300/475] LR: 0.000030, Loss: -0.0321
|
| 1032 |
+
2025-10-19 13:28:47 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1033 |
+
- Recon Loss Pre: 0.0045
|
| 1034 |
+
- Recon Loss All: 0.0028
|
| 1035 |
+
2025-10-19 13:28:50 - tokenizer_training_rank_0 - INFO - [Epoch 23/30, Step 350/475] LR: 0.000029, Loss: -0.0321
|
| 1036 |
+
2025-10-19 13:28:50 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1037 |
+
- Recon Loss Pre: 0.0047
|
| 1038 |
+
- Recon Loss All: 0.0028
|
| 1039 |
+
2025-10-19 13:28:53 - tokenizer_training_rank_0 - INFO - [Epoch 23/30, Step 400/475] LR: 0.000028, Loss: -0.0322
|
| 1040 |
+
2025-10-19 13:28:53 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1041 |
+
- Recon Loss Pre: 0.0045
|
| 1042 |
+
- Recon Loss All: 0.0027
|
| 1043 |
+
2025-10-19 13:28:56 - tokenizer_training_rank_0 - INFO - [Epoch 23/30, Step 450/475] LR: 0.000028, Loss: -0.0321
|
| 1044 |
+
2025-10-19 13:28:56 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1045 |
+
- Recon Loss Pre: 0.0046
|
| 1046 |
+
- Recon Loss All: 0.0028
|
| 1047 |
+
2025-10-19 13:28:58 - tokenizer_training_rank_0 - INFO -
|
| 1048 |
+
--- Epoch 23/30 Summary ---
|
| 1049 |
+
Validation Loss: 0.0031
|
| 1050 |
+
Epoch Time: 0:00:30
|
| 1051 |
+
Total Training Time: 0:00:30
|
| 1052 |
+
|
| 1053 |
+
2025-10-19 13:29:00 - tokenizer_training_rank_0 - INFO - [Epoch 24/30, Step 25/475] LR: 0.000027, Loss: -0.0322
|
| 1054 |
+
2025-10-19 13:29:00 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1055 |
+
- Recon Loss Pre: 0.0045
|
| 1056 |
+
- Recon Loss All: 0.0027
|
| 1057 |
+
2025-10-19 13:29:03 - tokenizer_training_rank_0 - INFO - [Epoch 24/30, Step 75/475] LR: 0.000026, Loss: -0.0323
|
| 1058 |
+
2025-10-19 13:29:03 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1059 |
+
- Recon Loss Pre: 0.0044
|
| 1060 |
+
- Recon Loss All: 0.0026
|
| 1061 |
+
2025-10-19 13:29:06 - tokenizer_training_rank_0 - INFO - [Epoch 24/30, Step 125/475] LR: 0.000025, Loss: -0.0321
|
| 1062 |
+
2025-10-19 13:29:06 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1063 |
+
- Recon Loss Pre: 0.0046
|
| 1064 |
+
- Recon Loss All: 0.0028
|
| 1065 |
+
2025-10-19 13:29:09 - tokenizer_training_rank_0 - INFO - [Epoch 24/30, Step 175/475] LR: 0.000025, Loss: -0.0320
|
| 1066 |
+
2025-10-19 13:29:09 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1067 |
+
- Recon Loss Pre: 0.0047
|
| 1068 |
+
- Recon Loss All: 0.0028
|
| 1069 |
+
2025-10-19 13:29:13 - tokenizer_training_rank_0 - INFO - [Epoch 24/30, Step 225/475] LR: 0.000024, Loss: -0.0321
|
| 1070 |
+
2025-10-19 13:29:13 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1071 |
+
- Recon Loss Pre: 0.0047
|
| 1072 |
+
- Recon Loss All: 0.0028
|
| 1073 |
+
2025-10-19 13:29:16 - tokenizer_training_rank_0 - INFO - [Epoch 24/30, Step 275/475] LR: 0.000023, Loss: -0.0321
|
| 1074 |
+
2025-10-19 13:29:16 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1075 |
+
- Recon Loss Pre: 0.0046
|
| 1076 |
+
- Recon Loss All: 0.0027
|
| 1077 |
+
2025-10-19 13:29:19 - tokenizer_training_rank_0 - INFO - [Epoch 24/30, Step 325/475] LR: 0.000022, Loss: -0.0321
|
| 1078 |
+
2025-10-19 13:29:19 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1079 |
+
- Recon Loss Pre: 0.0046
|
| 1080 |
+
- Recon Loss All: 0.0026
|
| 1081 |
+
2025-10-19 13:29:22 - tokenizer_training_rank_0 - INFO - [Epoch 24/30, Step 375/475] LR: 0.000022, Loss: -0.0321
|
| 1082 |
+
2025-10-19 13:29:22 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1083 |
+
- Recon Loss Pre: 0.0046
|
| 1084 |
+
- Recon Loss All: 0.0028
|
| 1085 |
+
2025-10-19 13:29:25 - tokenizer_training_rank_0 - INFO - [Epoch 24/30, Step 425/475] LR: 0.000021, Loss: -0.0323
|
| 1086 |
+
2025-10-19 13:29:25 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1087 |
+
- Recon Loss Pre: 0.0044
|
| 1088 |
+
- Recon Loss All: 0.0026
|
| 1089 |
+
2025-10-19 13:29:28 - tokenizer_training_rank_0 - INFO - [Epoch 24/30, Step 475/475] LR: 0.000020, Loss: -0.0323
|
| 1090 |
+
2025-10-19 13:29:28 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1091 |
+
- Recon Loss Pre: 0.0044
|
| 1092 |
+
- Recon Loss All: 0.0027
|
| 1093 |
+
2025-10-19 13:29:30 - tokenizer_training_rank_0 - INFO -
|
| 1094 |
+
--- Epoch 24/30 Summary ---
|
| 1095 |
+
Validation Loss: 0.0031
|
| 1096 |
+
Epoch Time: 0:00:31
|
| 1097 |
+
Total Training Time: 0:00:31
|
| 1098 |
+
|
| 1099 |
+
2025-10-19 13:29:33 - tokenizer_training_rank_0 - INFO - [Epoch 25/30, Step 50/475] LR: 0.000020, Loss: -0.0321
|
| 1100 |
+
2025-10-19 13:29:33 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1101 |
+
- Recon Loss Pre: 0.0047
|
| 1102 |
+
- Recon Loss All: 0.0027
|
| 1103 |
+
2025-10-19 13:29:36 - tokenizer_training_rank_0 - INFO - [Epoch 25/30, Step 100/475] LR: 0.000019, Loss: -0.0323
|
| 1104 |
+
2025-10-19 13:29:36 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1105 |
+
- Recon Loss Pre: 0.0044
|
| 1106 |
+
- Recon Loss All: 0.0026
|
| 1107 |
+
2025-10-19 13:29:39 - tokenizer_training_rank_0 - INFO - [Epoch 25/30, Step 150/475] LR: 0.000018, Loss: -0.0320
|
| 1108 |
+
2025-10-19 13:29:39 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 1109 |
+
- Recon Loss Pre: 0.0047
|
| 1110 |
+
- Recon Loss All: 0.0028
|
| 1111 |
+
2025-10-19 13:29:43 - tokenizer_training_rank_0 - INFO - [Epoch 25/30, Step 200/475] LR: 0.000018, Loss: -0.0323
|
| 1112 |
+
2025-10-19 13:29:43 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1113 |
+
- Recon Loss Pre: 0.0043
|
| 1114 |
+
- Recon Loss All: 0.0027
|
| 1115 |
+
2025-10-19 13:29:46 - tokenizer_training_rank_0 - INFO - [Epoch 25/30, Step 250/475] LR: 0.000017, Loss: -0.0321
|
| 1116 |
+
2025-10-19 13:29:46 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 1117 |
+
- Recon Loss Pre: 0.0046
|
| 1118 |
+
- Recon Loss All: 0.0028
|
| 1119 |
+
2025-10-19 13:29:49 - tokenizer_training_rank_0 - INFO - [Epoch 25/30, Step 300/475] LR: 0.000016, Loss: -0.0324
|
| 1120 |
+
2025-10-19 13:29:49 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1121 |
+
- Recon Loss Pre: 0.0043
|
| 1122 |
+
- Recon Loss All: 0.0026
|
| 1123 |
+
2025-10-19 13:29:53 - tokenizer_training_rank_0 - INFO - [Epoch 25/30, Step 350/475] LR: 0.000016, Loss: -0.0321
|
| 1124 |
+
2025-10-19 13:29:53 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1125 |
+
- Recon Loss Pre: 0.0046
|
| 1126 |
+
- Recon Loss All: 0.0028
|
| 1127 |
+
2025-10-19 13:29:56 - tokenizer_training_rank_0 - INFO - [Epoch 25/30, Step 400/475] LR: 0.000015, Loss: -0.0324
|
| 1128 |
+
2025-10-19 13:29:56 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1129 |
+
- Recon Loss Pre: 0.0043
|
| 1130 |
+
- Recon Loss All: 0.0026
|
| 1131 |
+
2025-10-19 13:29:59 - tokenizer_training_rank_0 - INFO - [Epoch 25/30, Step 450/475] LR: 0.000015, Loss: -0.0323
|
| 1132 |
+
2025-10-19 13:29:59 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1133 |
+
- Recon Loss Pre: 0.0044
|
| 1134 |
+
- Recon Loss All: 0.0026
|
| 1135 |
+
2025-10-19 13:30:02 - tokenizer_training_rank_0 - INFO -
|
| 1136 |
+
--- Epoch 25/30 Summary ---
|
| 1137 |
+
Validation Loss: 0.0031
|
| 1138 |
+
Epoch Time: 0:00:32
|
| 1139 |
+
Total Training Time: 0:00:32
|
| 1140 |
+
|
| 1141 |
+
2025-10-19 13:30:04 - tokenizer_training_rank_0 - INFO - [Epoch 26/30, Step 25/475] LR: 0.000014, Loss: -0.0322
|
| 1142 |
+
2025-10-19 13:30:04 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1143 |
+
- Recon Loss Pre: 0.0045
|
| 1144 |
+
- Recon Loss All: 0.0027
|
| 1145 |
+
2025-10-19 13:30:07 - tokenizer_training_rank_0 - INFO - [Epoch 26/30, Step 75/475] LR: 0.000013, Loss: -0.0321
|
| 1146 |
+
2025-10-19 13:30:07 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1147 |
+
- Recon Loss Pre: 0.0045
|
| 1148 |
+
- Recon Loss All: 0.0028
|
| 1149 |
+
2025-10-19 13:30:10 - tokenizer_training_rank_0 - INFO - [Epoch 26/30, Step 125/475] LR: 0.000013, Loss: -0.0320
|
| 1150 |
+
2025-10-19 13:30:10 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1151 |
+
- Recon Loss Pre: 0.0046
|
| 1152 |
+
- Recon Loss All: 0.0029
|
| 1153 |
+
2025-10-19 13:30:14 - tokenizer_training_rank_0 - INFO - [Epoch 26/30, Step 175/475] LR: 0.000012, Loss: -0.0322
|
| 1154 |
+
2025-10-19 13:30:14 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1155 |
+
- Recon Loss Pre: 0.0044
|
| 1156 |
+
- Recon Loss All: 0.0027
|
| 1157 |
+
2025-10-19 13:30:17 - tokenizer_training_rank_0 - INFO - [Epoch 26/30, Step 225/475] LR: 0.000012, Loss: -0.0318
|
| 1158 |
+
2025-10-19 13:30:17 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1159 |
+
- Recon Loss Pre: 0.0050
|
| 1160 |
+
- Recon Loss All: 0.0028
|
| 1161 |
+
2025-10-19 13:30:20 - tokenizer_training_rank_0 - INFO - [Epoch 26/30, Step 275/475] LR: 0.000011, Loss: -0.0322
|
| 1162 |
+
2025-10-19 13:30:20 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1163 |
+
- Recon Loss Pre: 0.0047
|
| 1164 |
+
- Recon Loss All: 0.0026
|
| 1165 |
+
2025-10-19 13:30:23 - tokenizer_training_rank_0 - INFO - [Epoch 26/30, Step 325/475] LR: 0.000011, Loss: -0.0322
|
| 1166 |
+
2025-10-19 13:30:23 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1167 |
+
- Recon Loss Pre: 0.0046
|
| 1168 |
+
- Recon Loss All: 0.0027
|
| 1169 |
+
2025-10-19 13:30:27 - tokenizer_training_rank_0 - INFO - [Epoch 26/30, Step 375/475] LR: 0.000010, Loss: -0.0324
|
| 1170 |
+
2025-10-19 13:30:27 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0717
|
| 1171 |
+
- Recon Loss Pre: 0.0042
|
| 1172 |
+
- Recon Loss All: 0.0026
|
| 1173 |
+
2025-10-19 13:30:30 - tokenizer_training_rank_0 - INFO - [Epoch 26/30, Step 425/475] LR: 0.000010, Loss: -0.0323
|
| 1174 |
+
2025-10-19 13:30:30 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1175 |
+
- Recon Loss Pre: 0.0043
|
| 1176 |
+
- Recon Loss All: 0.0026
|
| 1177 |
+
2025-10-19 13:30:33 - tokenizer_training_rank_0 - INFO - [Epoch 26/30, Step 475/475] LR: 0.000009, Loss: -0.0321
|
| 1178 |
+
2025-10-19 13:30:33 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1179 |
+
- Recon Loss Pre: 0.0046
|
| 1180 |
+
- Recon Loss All: 0.0027
|
| 1181 |
+
2025-10-19 13:30:34 - tokenizer_training_rank_0 - INFO -
|
| 1182 |
+
--- Epoch 26/30 Summary ---
|
| 1183 |
+
Validation Loss: 0.0031
|
| 1184 |
+
Epoch Time: 0:00:32
|
| 1185 |
+
Total Training Time: 0:00:32
|
| 1186 |
+
|
| 1187 |
+
2025-10-19 13:30:37 - tokenizer_training_rank_0 - INFO - [Epoch 27/30, Step 50/475] LR: 0.000009, Loss: -0.0322
|
| 1188 |
+
2025-10-19 13:30:37 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1189 |
+
- Recon Loss Pre: 0.0044
|
| 1190 |
+
- Recon Loss All: 0.0027
|
| 1191 |
+
2025-10-19 13:30:41 - tokenizer_training_rank_0 - INFO - [Epoch 27/30, Step 100/475] LR: 0.000008, Loss: -0.0322
|
| 1192 |
+
2025-10-19 13:30:41 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1193 |
+
- Recon Loss Pre: 0.0044
|
| 1194 |
+
- Recon Loss All: 0.0027
|
| 1195 |
+
2025-10-19 13:30:44 - tokenizer_training_rank_0 - INFO - [Epoch 27/30, Step 150/475] LR: 0.000008, Loss: -0.0324
|
| 1196 |
+
2025-10-19 13:30:44 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1197 |
+
- Recon Loss Pre: 0.0043
|
| 1198 |
+
- Recon Loss All: 0.0026
|
| 1199 |
+
2025-10-19 13:30:47 - tokenizer_training_rank_0 - INFO - [Epoch 27/30, Step 200/475] LR: 0.000007, Loss: -0.0322
|
| 1200 |
+
2025-10-19 13:30:47 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1201 |
+
- Recon Loss Pre: 0.0045
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| 1202 |
+
- Recon Loss All: 0.0027
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| 1203 |
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2025-10-19 13:30:50 - tokenizer_training_rank_0 - INFO - [Epoch 27/30, Step 250/475] LR: 0.000007, Loss: -0.0322
|
| 1204 |
+
2025-10-19 13:30:50 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
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| 1205 |
+
- Recon Loss Pre: 0.0045
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| 1206 |
+
- Recon Loss All: 0.0027
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| 1207 |
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2025-10-19 13:30:52 - tokenizer_training_rank_0 - INFO - [Epoch 27/30, Step 300/475] LR: 0.000007, Loss: -0.0321
|
| 1208 |
+
2025-10-19 13:30:52 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1209 |
+
- Recon Loss Pre: 0.0047
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| 1210 |
+
- Recon Loss All: 0.0026
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| 1211 |
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2025-10-19 13:30:55 - tokenizer_training_rank_0 - INFO - [Epoch 27/30, Step 350/475] LR: 0.000006, Loss: -0.0324
|
| 1212 |
+
2025-10-19 13:30:55 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1213 |
+
- Recon Loss Pre: 0.0042
|
| 1214 |
+
- Recon Loss All: 0.0026
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| 1215 |
+
2025-10-19 13:30:58 - tokenizer_training_rank_0 - INFO - [Epoch 27/30, Step 400/475] LR: 0.000006, Loss: -0.0321
|
| 1216 |
+
2025-10-19 13:30:58 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1217 |
+
- Recon Loss Pre: 0.0046
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| 1218 |
+
- Recon Loss All: 0.0027
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| 1219 |
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2025-10-19 13:31:02 - tokenizer_training_rank_0 - INFO - [Epoch 27/30, Step 450/475] LR: 0.000005, Loss: -0.0321
|
| 1220 |
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2025-10-19 13:31:02 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
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| 1221 |
+
- Recon Loss Pre: 0.0046
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| 1222 |
+
- Recon Loss All: 0.0027
|
| 1223 |
+
2025-10-19 13:31:04 - tokenizer_training_rank_0 - INFO -
|
| 1224 |
+
--- Epoch 27/30 Summary ---
|
| 1225 |
+
Validation Loss: 0.0031
|
| 1226 |
+
Epoch Time: 0:00:30
|
| 1227 |
+
Total Training Time: 0:00:30
|
| 1228 |
+
|
| 1229 |
+
2025-10-19 13:31:06 - tokenizer_training_rank_0 - INFO - [Epoch 28/30, Step 25/475] LR: 0.000005, Loss: -0.0324
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| 1230 |
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2025-10-19 13:31:06 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
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| 1231 |
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- Recon Loss Pre: 0.0042
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| 1232 |
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- Recon Loss All: 0.0026
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2025-10-19 13:31:09 - tokenizer_training_rank_0 - INFO - [Epoch 28/30, Step 75/475] LR: 0.000005, Loss: -0.0323
|
| 1234 |
+
2025-10-19 13:31:09 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1235 |
+
- Recon Loss Pre: 0.0043
|
| 1236 |
+
- Recon Loss All: 0.0026
|
| 1237 |
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2025-10-19 13:31:13 - tokenizer_training_rank_0 - INFO - [Epoch 28/30, Step 125/475] LR: 0.000004, Loss: -0.0322
|
| 1238 |
+
2025-10-19 13:31:13 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1239 |
+
- Recon Loss Pre: 0.0044
|
| 1240 |
+
- Recon Loss All: 0.0027
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| 1241 |
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2025-10-19 13:31:16 - tokenizer_training_rank_0 - INFO - [Epoch 28/30, Step 175/475] LR: 0.000004, Loss: -0.0323
|
| 1242 |
+
2025-10-19 13:31:16 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1243 |
+
- Recon Loss Pre: 0.0044
|
| 1244 |
+
- Recon Loss All: 0.0026
|
| 1245 |
+
2025-10-19 13:31:19 - tokenizer_training_rank_0 - INFO - [Epoch 28/30, Step 225/475] LR: 0.000004, Loss: -0.0323
|
| 1246 |
+
2025-10-19 13:31:19 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1247 |
+
- Recon Loss Pre: 0.0043
|
| 1248 |
+
- Recon Loss All: 0.0027
|
| 1249 |
+
2025-10-19 13:31:23 - tokenizer_training_rank_0 - INFO - [Epoch 28/30, Step 275/475] LR: 0.000003, Loss: -0.0322
|
| 1250 |
+
2025-10-19 13:31:23 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1251 |
+
- Recon Loss Pre: 0.0045
|
| 1252 |
+
- Recon Loss All: 0.0027
|
| 1253 |
+
2025-10-19 13:31:26 - tokenizer_training_rank_0 - INFO - [Epoch 28/30, Step 325/475] LR: 0.000003, Loss: -0.0323
|
| 1254 |
+
2025-10-19 13:31:26 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1255 |
+
- Recon Loss Pre: 0.0043
|
| 1256 |
+
- Recon Loss All: 0.0026
|
| 1257 |
+
2025-10-19 13:31:29 - tokenizer_training_rank_0 - INFO - [Epoch 28/30, Step 375/475] LR: 0.000003, Loss: -0.0323
|
| 1258 |
+
2025-10-19 13:31:29 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1259 |
+
- Recon Loss Pre: 0.0044
|
| 1260 |
+
- Recon Loss All: 0.0026
|
| 1261 |
+
2025-10-19 13:31:32 - tokenizer_training_rank_0 - INFO - [Epoch 28/30, Step 425/475] LR: 0.000003, Loss: -0.0322
|
| 1262 |
+
2025-10-19 13:31:32 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1263 |
+
- Recon Loss Pre: 0.0044
|
| 1264 |
+
- Recon Loss All: 0.0027
|
| 1265 |
+
2025-10-19 13:31:36 - tokenizer_training_rank_0 - INFO - [Epoch 28/30, Step 475/475] LR: 0.000002, Loss: -0.0318
|
| 1266 |
+
2025-10-19 13:31:36 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 1267 |
+
- Recon Loss Pre: 0.0050
|
| 1268 |
+
- Recon Loss All: 0.0029
|
| 1269 |
+
2025-10-19 13:31:37 - tokenizer_training_rank_0 - INFO -
|
| 1270 |
+
--- Epoch 28/30 Summary ---
|
| 1271 |
+
Validation Loss: 0.0031
|
| 1272 |
+
Epoch Time: 0:00:32
|
| 1273 |
+
Total Training Time: 0:00:32
|
| 1274 |
+
|
| 1275 |
+
2025-10-19 13:31:40 - tokenizer_training_rank_0 - INFO - [Epoch 29/30, Step 50/475] LR: 0.000002, Loss: -0.0323
|
| 1276 |
+
2025-10-19 13:31:40 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1277 |
+
- Recon Loss Pre: 0.0043
|
| 1278 |
+
- Recon Loss All: 0.0027
|
| 1279 |
+
2025-10-19 13:31:43 - tokenizer_training_rank_0 - INFO - [Epoch 29/30, Step 100/475] LR: 0.000002, Loss: -0.0324
|
| 1280 |
+
2025-10-19 13:31:43 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1281 |
+
- Recon Loss Pre: 0.0042
|
| 1282 |
+
- Recon Loss All: 0.0025
|
| 1283 |
+
2025-10-19 13:31:47 - tokenizer_training_rank_0 - INFO - [Epoch 29/30, Step 150/475] LR: 0.000002, Loss: -0.0323
|
| 1284 |
+
2025-10-19 13:31:47 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
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+
- Recon Loss Pre: 0.0045
|
| 1286 |
+
- Recon Loss All: 0.0026
|
| 1287 |
+
2025-10-19 13:31:50 - tokenizer_training_rank_0 - INFO - [Epoch 29/30, Step 200/475] LR: 0.000001, Loss: -0.0318
|
| 1288 |
+
2025-10-19 13:31:50 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0715
|
| 1289 |
+
- Recon Loss Pre: 0.0049
|
| 1290 |
+
- Recon Loss All: 0.0030
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+
2025-10-19 13:31:54 - tokenizer_training_rank_0 - INFO - [Epoch 29/30, Step 250/475] LR: 0.000001, Loss: -0.0323
|
| 1292 |
+
2025-10-19 13:31:54 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1293 |
+
- Recon Loss Pre: 0.0044
|
| 1294 |
+
- Recon Loss All: 0.0027
|
| 1295 |
+
2025-10-19 13:31:57 - tokenizer_training_rank_0 - INFO - [Epoch 29/30, Step 300/475] LR: 0.000001, Loss: -0.0322
|
| 1296 |
+
2025-10-19 13:31:57 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1297 |
+
- Recon Loss Pre: 0.0045
|
| 1298 |
+
- Recon Loss All: 0.0027
|
| 1299 |
+
2025-10-19 13:32:01 - tokenizer_training_rank_0 - INFO - [Epoch 29/30, Step 350/475] LR: 0.000001, Loss: -0.0322
|
| 1300 |
+
2025-10-19 13:32:01 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1301 |
+
- Recon Loss Pre: 0.0045
|
| 1302 |
+
- Recon Loss All: 0.0027
|
| 1303 |
+
2025-10-19 13:32:04 - tokenizer_training_rank_0 - INFO - [Epoch 29/30, Step 400/475] LR: 0.000001, Loss: -0.0323
|
| 1304 |
+
2025-10-19 13:32:04 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1305 |
+
- Recon Loss Pre: 0.0044
|
| 1306 |
+
- Recon Loss All: 0.0026
|
| 1307 |
+
2025-10-19 13:32:07 - tokenizer_training_rank_0 - INFO - [Epoch 29/30, Step 450/475] LR: 0.000001, Loss: -0.0321
|
| 1308 |
+
2025-10-19 13:32:07 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1309 |
+
- Recon Loss Pre: 0.0046
|
| 1310 |
+
- Recon Loss All: 0.0027
|
| 1311 |
+
2025-10-19 13:32:10 - tokenizer_training_rank_0 - INFO -
|
| 1312 |
+
--- Epoch 29/30 Summary ---
|
| 1313 |
+
Validation Loss: 0.0031
|
| 1314 |
+
Epoch Time: 0:00:32
|
| 1315 |
+
Total Training Time: 0:00:32
|
| 1316 |
+
|
| 1317 |
+
2025-10-19 13:32:11 - tokenizer_training_rank_0 - INFO - [Epoch 30/30, Step 25/475] LR: 0.000001, Loss: -0.0323
|
| 1318 |
+
2025-10-19 13:32:11 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1319 |
+
- Recon Loss Pre: 0.0044
|
| 1320 |
+
- Recon Loss All: 0.0026
|
| 1321 |
+
2025-10-19 13:32:15 - tokenizer_training_rank_0 - INFO - [Epoch 30/30, Step 75/475] LR: 0.000000, Loss: -0.0321
|
| 1322 |
+
2025-10-19 13:32:15 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1323 |
+
- Recon Loss Pre: 0.0047
|
| 1324 |
+
- Recon Loss All: 0.0028
|
| 1325 |
+
2025-10-19 13:32:18 - tokenizer_training_rank_0 - INFO - [Epoch 30/30, Step 125/475] LR: 0.000000, Loss: -0.0323
|
| 1326 |
+
2025-10-19 13:32:18 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1327 |
+
- Recon Loss Pre: 0.0044
|
| 1328 |
+
- Recon Loss All: 0.0026
|
| 1329 |
+
2025-10-19 13:32:21 - tokenizer_training_rank_0 - INFO - [Epoch 30/30, Step 175/475] LR: 0.000000, Loss: -0.0322
|
| 1330 |
+
2025-10-19 13:32:21 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1331 |
+
- Recon Loss Pre: 0.0044
|
| 1332 |
+
- Recon Loss All: 0.0027
|
| 1333 |
+
2025-10-19 13:32:25 - tokenizer_training_rank_0 - INFO - [Epoch 30/30, Step 225/475] LR: 0.000000, Loss: -0.0321
|
| 1334 |
+
2025-10-19 13:32:25 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1335 |
+
- Recon Loss Pre: 0.0049
|
| 1336 |
+
- Recon Loss All: 0.0026
|
| 1337 |
+
2025-10-19 13:32:28 - tokenizer_training_rank_0 - INFO - [Epoch 30/30, Step 275/475] LR: 0.000000, Loss: -0.0321
|
| 1338 |
+
2025-10-19 13:32:28 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1339 |
+
- Recon Loss Pre: 0.0046
|
| 1340 |
+
- Recon Loss All: 0.0027
|
| 1341 |
+
2025-10-19 13:32:31 - tokenizer_training_rank_0 - INFO - [Epoch 30/30, Step 325/475] LR: 0.000000, Loss: -0.0323
|
| 1342 |
+
2025-10-19 13:32:31 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1343 |
+
- Recon Loss Pre: 0.0043
|
| 1344 |
+
- Recon Loss All: 0.0026
|
| 1345 |
+
2025-10-19 13:32:34 - tokenizer_training_rank_0 - INFO - [Epoch 30/30, Step 375/475] LR: 0.000000, Loss: -0.0323
|
| 1346 |
+
2025-10-19 13:32:35 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1347 |
+
- Recon Loss Pre: 0.0043
|
| 1348 |
+
- Recon Loss All: 0.0027
|
| 1349 |
+
2025-10-19 13:32:38 - tokenizer_training_rank_0 - INFO - [Epoch 30/30, Step 425/475] LR: 0.000000, Loss: -0.0322
|
| 1350 |
+
2025-10-19 13:32:38 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1351 |
+
- Recon Loss Pre: 0.0044
|
| 1352 |
+
- Recon Loss All: 0.0027
|
| 1353 |
+
2025-10-19 13:32:41 - tokenizer_training_rank_0 - INFO - [Epoch 30/30, Step 475/475] LR: 0.000000, Loss: -0.0321
|
| 1354 |
+
2025-10-19 13:32:41 - tokenizer_training_rank_0 - INFO - - VQ Loss: -0.0716
|
| 1355 |
+
- Recon Loss Pre: 0.0045
|
| 1356 |
+
- Recon Loss All: 0.0028
|
| 1357 |
+
2025-10-19 13:32:42 - tokenizer_training_rank_0 - INFO -
|
| 1358 |
+
--- Epoch 30/30 Summary ---
|
| 1359 |
+
Validation Loss: 0.0031
|
| 1360 |
+
Epoch Time: 0:00:32
|
| 1361 |
+
Total Training Time: 0:00:32
|
| 1362 |
+
|
| 1363 |
+
2025-10-19 13:32:42 - tokenizer_training_rank_0 - INFO - Tokenizer training completed! Best validation loss: 0.0030
|
| 1364 |
+
Training time: 15.87 minutes
|
| 1365 |
+
Model saved to: /root/project/Kronos-Btc-finetune-master/Kronos/finetune_csv/finetuned//BTCUSDT_1h_finetune/tokenizer
|