[2025-11-15 03:32:10] ==========  Start training for validation fold 0  ==========
[2025-11-15 03:32:23] Epoch 1: Train loss=0.7313, Val C-index=0.1310
[2025-11-15 03:32:34] Epoch 2: Train loss=0.6999, Val C-index=0.2143
[2025-11-15 03:32:44] Epoch 3: Train loss=0.7125, Val C-index=0.2143
[2025-11-15 03:32:55] Epoch 4: Train loss=0.7210, Val C-index=0.2500
[2025-11-15 03:33:06] Epoch 5: Train loss=0.7106, Val C-index=0.2143
[2025-11-15 03:33:17] Epoch 6: Train loss=0.6986, Val C-index=0.2262
[2025-11-15 03:33:28] Epoch 7: Train loss=0.7044, Val C-index=0.4048
[2025-11-15 03:33:39] Epoch 8: Train loss=0.7108, Val C-index=0.5476
[2025-11-15 03:33:50] Epoch 9: Train loss=0.4680, Val C-index=0.7262
[2025-11-15 03:34:01] Epoch 10: Train loss=0.7202, Val C-index=0.8095
[2025-11-15 03:34:12] Epoch 11: Train loss=0.6766, Val C-index=0.8571
[2025-11-15 03:34:22] Epoch 12: Train loss=0.6846, Val C-index=0.8929
[2025-11-15 03:34:33] Epoch 13: Train loss=0.6836, Val C-index=0.8929
[2025-11-15 03:34:44] Epoch 14: Train loss=0.6578, Val C-index=0.8929
[2025-11-15 03:34:54] Epoch 15: Train loss=0.6964, Val C-index=0.8810
[2025-11-15 03:35:05] Epoch 16: Train loss=0.6724, Val C-index=0.8810
[2025-11-15 03:35:16] Epoch 17: Train loss=0.7127, Val C-index=0.8929
[2025-11-15 03:35:26] Epoch 18: Train loss=0.6866, Val C-index=0.8929
[2025-11-15 03:35:37] Epoch 19: Train loss=0.6974, Val C-index=0.8929
[2025-11-15 03:35:48] Epoch 20: Train loss=0.7008, Val C-index=0.8929
[2025-11-15 03:35:59] Epoch 21: Train loss=0.6887, Val C-index=0.8929
[2025-11-15 03:36:09] Epoch 22: Train loss=0.6947, Val C-index=0.8929
[2025-11-15 03:36:20] Epoch 23: Train loss=0.6497, Val C-index=0.8929
[2025-11-15 03:36:31] Epoch 24: Train loss=0.6758, Val C-index=0.8929
[2025-11-15 03:36:42] Epoch 25: Train loss=0.4454, Val C-index=0.8929
[2025-11-15 03:36:53] Epoch 26: Train loss=0.6586, Val C-index=0.8929
[2025-11-15 03:37:04] Epoch 27: Train loss=0.6726, Val C-index=0.8929
[2025-11-15 03:37:15] Epoch 28: Train loss=0.6764, Val C-index=0.8929
[2025-11-15 03:37:26] Epoch 29: Train loss=0.6817, Val C-index=0.8929
[2025-11-15 03:37:37] Epoch 30: Train loss=0.6316, Val C-index=0.8810
[2025-11-15 03:37:47] Epoch 31: Train loss=0.6877, Val C-index=0.8929
[2025-11-15 03:37:58] Epoch 32: Train loss=0.6792, Val C-index=0.8810
[2025-11-15 03:37:59] ==========  Start training for validation fold 1  ==========
[2025-11-15 03:38:11] Epoch 1: Train loss=0.7137, Val C-index=0.5169
[2025-11-15 03:38:21] Epoch 2: Train loss=0.7030, Val C-index=0.7079
[2025-11-15 03:38:32] Epoch 3: Train loss=0.6913, Val C-index=0.7303
[2025-11-15 03:38:44] Epoch 4: Train loss=0.6877, Val C-index=0.7303
[2025-11-15 03:38:54] Epoch 5: Train loss=0.6775, Val C-index=0.7303
[2025-11-15 03:39:05] Epoch 6: Train loss=0.6784, Val C-index=0.7303
[2025-11-15 03:39:17] Epoch 7: Train loss=0.6869, Val C-index=0.7303
[2025-11-15 03:39:28] Epoch 8: Train loss=0.6721, Val C-index=0.7640
[2025-11-15 03:39:39] Epoch 9: Train loss=0.7064, Val C-index=0.7865
[2025-11-15 03:39:50] Epoch 10: Train loss=0.6743, Val C-index=0.7978
[2025-11-15 03:40:00] Epoch 11: Train loss=0.6678, Val C-index=0.7640
[2025-11-15 03:40:12] Epoch 12: Train loss=0.6651, Val C-index=0.7416
[2025-11-15 03:40:23] Epoch 13: Train loss=0.6760, Val C-index=0.7640
[2025-11-15 03:40:34] Epoch 14: Train loss=0.6692, Val C-index=0.7640
[2025-11-15 03:40:45] Epoch 15: Train loss=0.6788, Val C-index=0.7416
[2025-11-15 03:40:56] Epoch 16: Train loss=0.6762, Val C-index=0.7528
[2025-11-15 03:41:06] Epoch 17: Train loss=0.6822, Val C-index=0.7640
[2025-11-15 03:41:16] Epoch 18: Train loss=0.6655, Val C-index=0.7865
[2025-11-15 03:41:27] Epoch 19: Train loss=0.6681, Val C-index=0.7753
[2025-11-15 03:41:38] Epoch 20: Train loss=0.6557, Val C-index=0.7753
[2025-11-15 03:41:49] Epoch 21: Train loss=0.6578, Val C-index=0.7640
[2025-11-15 03:41:59] Epoch 22: Train loss=0.6580, Val C-index=0.7640
[2025-11-15 03:42:10] Epoch 23: Train loss=0.6541, Val C-index=0.7640
[2025-11-15 03:42:21] Epoch 24: Train loss=0.6560, Val C-index=0.7640
[2025-11-15 03:42:32] Epoch 25: Train loss=0.6621, Val C-index=0.7640
[2025-11-15 03:42:43] Epoch 26: Train loss=0.6509, Val C-index=0.7640
[2025-11-15 03:42:54] Epoch 27: Train loss=0.6509, Val C-index=0.7753
[2025-11-15 03:43:05] Epoch 28: Train loss=0.6628, Val C-index=0.7753
[2025-11-15 03:43:15] Epoch 29: Train loss=0.6457, Val C-index=0.7640
[2025-11-15 03:43:26] Epoch 30: Train loss=0.6583, Val C-index=0.7640
[2025-11-15 03:43:27] ==========  Start training for validation fold 2  ==========
[2025-11-15 03:43:38] Epoch 1: Train loss=0.7029, Val C-index=0.4416
[2025-11-15 03:43:49] Epoch 2: Train loss=0.6856, Val C-index=0.5844
[2025-11-15 03:44:00] Epoch 3: Train loss=0.6876, Val C-index=0.6494
[2025-11-15 03:44:11] Epoch 4: Train loss=0.7268, Val C-index=0.6753
[2025-11-15 03:44:22] Epoch 5: Train loss=0.6629, Val C-index=0.7792
[2025-11-15 03:44:33] Epoch 6: Train loss=0.6654, Val C-index=0.7922
[2025-11-15 03:44:44] Epoch 7: Train loss=0.6749, Val C-index=0.8442
[2025-11-15 03:44:55] Epoch 8: Train loss=0.6692, Val C-index=0.8701
[2025-11-15 03:45:06] Epoch 9: Train loss=0.6924, Val C-index=0.9091
[2025-11-15 03:45:16] Epoch 10: Train loss=0.6706, Val C-index=0.9091
[2025-11-15 03:45:28] Epoch 11: Train loss=0.6774, Val C-index=0.9351
[2025-11-15 03:45:38] Epoch 12: Train loss=0.6834, Val C-index=0.9481
[2025-11-15 03:45:50] Epoch 13: Train loss=0.6561, Val C-index=0.9351
[2025-11-15 03:46:01] Epoch 14: Train loss=0.6682, Val C-index=0.9351
[2025-11-15 03:46:11] Epoch 15: Train loss=0.6845, Val C-index=0.9351
[2025-11-15 03:46:22] Epoch 16: Train loss=0.6673, Val C-index=0.9481
[2025-11-15 03:46:33] Epoch 17: Train loss=0.6607, Val C-index=0.9481
[2025-11-15 03:46:44] Epoch 18: Train loss=0.6608, Val C-index=0.9481
[2025-11-15 03:46:54] Epoch 19: Train loss=0.6694, Val C-index=0.9481
[2025-11-15 03:47:05] Epoch 20: Train loss=0.6571, Val C-index=0.9481
[2025-11-15 03:47:16] Epoch 21: Train loss=0.6646, Val C-index=0.9481
[2025-11-15 03:47:27] Epoch 22: Train loss=0.6645, Val C-index=0.9610
[2025-11-15 03:47:38] Epoch 23: Train loss=0.6279, Val C-index=0.9610
[2025-11-15 03:47:49] Epoch 24: Train loss=0.6378, Val C-index=0.9610
[2025-11-15 03:47:59] Epoch 25: Train loss=0.6409, Val C-index=0.9610
[2025-11-15 03:48:10] Epoch 26: Train loss=0.7002, Val C-index=0.9610
[2025-11-15 03:48:21] Epoch 27: Train loss=0.6550, Val C-index=0.9610
[2025-11-15 03:48:32] Epoch 28: Train loss=0.6830, Val C-index=0.9481
[2025-11-15 03:48:43] Epoch 29: Train loss=0.6594, Val C-index=0.9481
[2025-11-15 03:48:54] Epoch 30: Train loss=0.6312, Val C-index=0.9351
[2025-11-15 03:49:05] Epoch 31: Train loss=0.6575, Val C-index=0.9351
[2025-11-15 03:49:15] Epoch 32: Train loss=0.6232, Val C-index=0.9351
[2025-11-15 03:49:26] Epoch 33: Train loss=0.6583, Val C-index=0.9351
[2025-11-15 03:49:37] Epoch 34: Train loss=0.6798, Val C-index=0.9351
[2025-11-15 03:49:48] Epoch 35: Train loss=0.6532, Val C-index=0.9351
[2025-11-15 03:49:58] Epoch 36: Train loss=0.6503, Val C-index=0.9351
[2025-11-15 03:50:09] Epoch 37: Train loss=0.6683, Val C-index=0.9221
[2025-11-15 03:50:19] Epoch 38: Train loss=0.6553, Val C-index=0.9221
[2025-11-15 03:50:30] Epoch 39: Train loss=0.6181, Val C-index=0.9221
[2025-11-15 03:50:41] Epoch 40: Train loss=0.6618, Val C-index=0.9221
[2025-11-15 03:50:52] Epoch 41: Train loss=0.6110, Val C-index=0.9221
[2025-11-15 03:51:03] Epoch 42: Train loss=0.6448, Val C-index=0.9091
[2025-11-15 03:51:04] ==========  Start training for validation fold 3  ==========
[2025-11-15 03:51:16] Epoch 1: Train loss=0.6529, Val C-index=0.7564
[2025-11-15 03:51:27] Epoch 2: Train loss=0.6205, Val C-index=0.7564
[2025-11-15 03:51:39] Epoch 3: Train loss=0.6757, Val C-index=0.7564
[2025-11-15 03:51:50] Epoch 4: Train loss=0.6577, Val C-index=0.7564
[2025-11-15 03:52:00] Epoch 5: Train loss=0.6108, Val C-index=0.7564
[2025-11-15 03:52:11] Epoch 6: Train loss=0.6545, Val C-index=0.7564
[2025-11-15 03:52:21] Epoch 7: Train loss=0.6301, Val C-index=0.7821
[2025-11-15 03:52:32] Epoch 8: Train loss=0.6558, Val C-index=0.7821
[2025-11-15 03:52:43] Epoch 9: Train loss=0.6318, Val C-index=0.7821
[2025-11-15 03:52:54] Epoch 10: Train loss=0.6523, Val C-index=0.7949
[2025-11-15 03:53:04] Epoch 11: Train loss=0.6219, Val C-index=0.8077
[2025-11-15 03:53:16] Epoch 12: Train loss=0.6000, Val C-index=0.8077
[2025-11-15 03:53:26] Epoch 13: Train loss=0.6508, Val C-index=0.7949
[2025-11-15 03:53:36] Epoch 14: Train loss=0.6206, Val C-index=0.7949
[2025-11-15 03:53:47] Epoch 15: Train loss=0.6288, Val C-index=0.8205
[2025-11-15 03:53:58] Epoch 16: Train loss=0.6719, Val C-index=0.8205
[2025-11-15 03:54:09] Epoch 17: Train loss=0.6294, Val C-index=0.8205
[2025-11-15 03:54:20] Epoch 18: Train loss=0.6048, Val C-index=0.8205
[2025-11-15 03:54:30] Epoch 19: Train loss=0.5676, Val C-index=0.8077
[2025-11-15 03:54:41] Epoch 20: Train loss=0.6179, Val C-index=0.8077
[2025-11-15 03:54:53] Epoch 21: Train loss=0.5961, Val C-index=0.8077
[2025-11-15 03:55:04] Epoch 22: Train loss=0.6129, Val C-index=0.8077
[2025-11-15 03:55:14] Epoch 23: Train loss=0.5717, Val C-index=0.8205
[2025-11-15 03:55:25] Epoch 24: Train loss=0.6031, Val C-index=0.8205
[2025-11-15 03:55:37] Epoch 25: Train loss=0.5987, Val C-index=0.8205
[2025-11-15 03:55:48] Epoch 26: Train loss=0.6294, Val C-index=0.8205
[2025-11-15 03:55:59] Epoch 27: Train loss=0.6447, Val C-index=0.8205
[2025-11-15 03:56:09] Epoch 28: Train loss=0.6395, Val C-index=0.8205
[2025-11-15 03:56:21] Epoch 29: Train loss=0.6139, Val C-index=0.8205
[2025-11-15 03:56:31] Epoch 30: Train loss=0.5776, Val C-index=0.8205
[2025-11-15 03:56:42] Epoch 31: Train loss=0.5773, Val C-index=0.8205
[2025-11-15 03:56:53] Epoch 32: Train loss=0.6044, Val C-index=0.8205
[2025-11-15 03:57:04] Epoch 33: Train loss=0.5835, Val C-index=0.8205
[2025-11-15 03:57:15] Epoch 34: Train loss=0.6172, Val C-index=0.8333
[2025-11-15 03:57:26] Epoch 35: Train loss=0.5697, Val C-index=0.8333
[2025-11-15 03:57:37] Epoch 36: Train loss=0.5841, Val C-index=0.8333
[2025-11-15 03:57:48] Epoch 37: Train loss=0.5305, Val C-index=0.8333
[2025-11-15 03:57:59] Epoch 38: Train loss=0.6423, Val C-index=0.8333
[2025-11-15 03:58:10] Epoch 39: Train loss=0.5791, Val C-index=0.8333
[2025-11-15 03:58:21] Epoch 40: Train loss=0.5838, Val C-index=0.8333
[2025-11-15 03:58:33] Epoch 41: Train loss=0.5767, Val C-index=0.8333
[2025-11-15 03:58:43] Epoch 42: Train loss=0.5230, Val C-index=0.8333
[2025-11-15 03:58:54] Epoch 43: Train loss=0.5862, Val C-index=0.8462
[2025-11-15 03:59:04] Epoch 44: Train loss=0.5300, Val C-index=0.8462
[2025-11-15 03:59:15] Epoch 45: Train loss=0.5575, Val C-index=0.8462
[2025-11-15 03:59:26] Epoch 46: Train loss=0.5812, Val C-index=0.8462
[2025-11-15 03:59:37] Epoch 47: Train loss=0.5222, Val C-index=0.8590
[2025-11-15 03:59:48] Epoch 48: Train loss=0.5994, Val C-index=0.8590
[2025-11-15 03:59:58] Epoch 49: Train loss=0.5640, Val C-index=0.8590
[2025-11-15 04:00:09] Epoch 50: Train loss=0.5982, Val C-index=0.8590
[2025-11-15 04:00:21] Epoch 51: Train loss=0.5649, Val C-index=0.8590
[2025-11-15 04:00:32] Epoch 52: Train loss=0.5901, Val C-index=0.8590
[2025-11-15 04:00:43] Epoch 53: Train loss=0.5700, Val C-index=0.8718
[2025-11-15 04:00:54] Epoch 54: Train loss=0.5655, Val C-index=0.8718
[2025-11-15 04:01:05] Epoch 55: Train loss=0.5897, Val C-index=0.8718
[2025-11-15 04:01:15] Epoch 56: Train loss=0.5754, Val C-index=0.8718
[2025-11-15 04:01:26] Epoch 57: Train loss=0.5296, Val C-index=0.8718
[2025-11-15 04:01:36] Epoch 58: Train loss=0.5899, Val C-index=0.8718
[2025-11-15 04:01:47] Epoch 59: Train loss=0.5741, Val C-index=0.8718
[2025-11-15 04:01:57] Epoch 60: Train loss=0.5774, Val C-index=0.8718
[2025-11-15 04:02:09] Epoch 61: Train loss=0.5738, Val C-index=0.8718
[2025-11-15 04:02:20] Epoch 62: Train loss=0.5748, Val C-index=0.8718
[2025-11-15 04:02:30] Epoch 63: Train loss=0.5702, Val C-index=0.8718
[2025-11-15 04:02:41] Epoch 64: Train loss=0.5639, Val C-index=0.8590
[2025-11-15 04:02:52] Epoch 65: Train loss=0.5692, Val C-index=0.8590
[2025-11-15 04:03:03] Epoch 66: Train loss=0.5755, Val C-index=0.8718
[2025-11-15 04:03:13] Epoch 67: Train loss=0.5422, Val C-index=0.8590
[2025-11-15 04:03:24] Epoch 68: Train loss=0.6014, Val C-index=0.8590
[2025-11-15 04:03:35] Epoch 69: Train loss=0.5185, Val C-index=0.8590
[2025-11-15 04:03:46] Epoch 70: Train loss=0.5928, Val C-index=0.8590
[2025-11-15 04:03:57] Epoch 71: Train loss=0.5405, Val C-index=0.8590
[2025-11-15 04:04:08] Epoch 72: Train loss=0.5552, Val C-index=0.8590
[2025-11-15 04:04:19] Epoch 73: Train loss=0.5338, Val C-index=0.8590
[2025-11-15 04:04:20] ==========  Start training for validation fold 4  ==========
[2025-11-15 04:04:33] Epoch 1: Train loss=0.6897, Val C-index=0.7627
[2025-11-15 04:04:43] Epoch 2: Train loss=0.6608, Val C-index=0.7797
[2025-11-15 04:04:54] Epoch 3: Train loss=0.6341, Val C-index=0.7966
[2025-11-15 04:05:05] Epoch 4: Train loss=0.6754, Val C-index=0.7966
[2025-11-15 04:05:15] Epoch 5: Train loss=0.6586, Val C-index=0.7797
[2025-11-15 04:05:25] Epoch 6: Train loss=0.6591, Val C-index=0.7966
[2025-11-15 04:05:37] Epoch 7: Train loss=0.6981, Val C-index=0.7458
[2025-11-15 04:05:48] Epoch 8: Train loss=0.6818, Val C-index=0.7458
[2025-11-15 04:05:59] Epoch 9: Train loss=0.6483, Val C-index=0.7627
[2025-11-15 04:06:10] Epoch 10: Train loss=0.7101, Val C-index=0.7966
[2025-11-15 04:06:21] Epoch 11: Train loss=0.6513, Val C-index=0.8136
[2025-11-15 04:06:32] Epoch 12: Train loss=0.6696, Val C-index=0.8305
[2025-11-15 04:06:43] Epoch 13: Train loss=0.6377, Val C-index=0.8136
[2025-11-15 04:06:54] Epoch 14: Train loss=0.6472, Val C-index=0.8136
[2025-11-15 04:07:05] Epoch 15: Train loss=0.6471, Val C-index=0.8305
[2025-11-15 04:07:16] Epoch 16: Train loss=0.6280, Val C-index=0.8305
[2025-11-15 04:07:27] Epoch 17: Train loss=0.6006, Val C-index=0.8305
[2025-11-15 04:07:37] Epoch 18: Train loss=0.6565, Val C-index=0.8305
[2025-11-15 04:07:48] Epoch 19: Train loss=0.4434, Val C-index=0.8305
[2025-11-15 04:07:58] Epoch 20: Train loss=0.6552, Val C-index=0.8305
[2025-11-15 04:08:09] Epoch 21: Train loss=0.6394, Val C-index=0.8305
[2025-11-15 04:08:19] Epoch 22: Train loss=0.6294, Val C-index=0.8305
[2025-11-15 04:08:31] Epoch 23: Train loss=0.6145, Val C-index=0.8305
[2025-11-15 04:08:42] Epoch 24: Train loss=0.5991, Val C-index=0.8136
[2025-11-15 04:08:53] Epoch 25: Train loss=0.6066, Val C-index=0.8136
[2025-11-15 04:09:03] Epoch 26: Train loss=0.6742, Val C-index=0.8136
[2025-11-15 04:09:14] Epoch 27: Train loss=0.6489, Val C-index=0.8136
[2025-11-15 04:09:25] Epoch 28: Train loss=0.6308, Val C-index=0.8136
[2025-11-15 04:09:35] Epoch 29: Train loss=0.6543, Val C-index=0.8136
[2025-11-15 04:09:46] Epoch 30: Train loss=0.6139, Val C-index=0.8136
[2025-11-15 04:09:57] Epoch 31: Train loss=0.6197, Val C-index=0.8136
[2025-11-15 04:10:08] Epoch 32: Train loss=0.6438, Val C-index=0.8136