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fast_small_tt_640_finetune_ic17mlt.txt
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fast_small_tt_640_finetune_ic17mlt.txt
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2022-12-06 17:20:19,159 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: {
"model": {
"type": "FAST",
"backbone": {
"type": "fast_backbone",
"config": "config/fast/nas-configs/fast_small.config"
},
"neck": {
"type": "fast_neck",
"config": "config/fast/nas-configs/fast_small.config"
},
"detection_head": {
"type": "fast_head",
"config": "config/fast/nas-configs/fast_small.config",
"pooling_size": 9,
"loss_text": {
"type": "DiceLoss",
"loss_weight": 0.5
},
"loss_kernel": {
"type": "DiceLoss",
"loss_weight": 1.0
},
"loss_emb": {
"type": "EmbLoss_v1",
"feature_dim": 4,
"loss_weight": 0.25
}
}
},
"repeat_times": 10,
"data": {
"batch_size": 16,
"train": {
"type": "FAST_TT",
"split": "train",
"is_transform": true,
"img_size": 640,
"short_size": 640,
"pooling_size": 9,
"read_type": "cv2",
"repeat_times": 10
},
"test": {
"type": "FAST_TT",
"split": "test",
"short_size": 640,
"read_type": "pil"
}
},
"train_cfg": {
"lr": 0.001,
"schedule": "polylr",
"epoch": 30,
"optimizer": "Adam",
"pretrain": "checkpoints/fast_small_ic17mlt_640_in1k_lr1e-3/checkpoint_30ep.pth.tar",
"save_interval": 1
},
"test_cfg": {
"min_score": 0.85,
"min_area": 250,
"bbox_type": "poly",
"result_path": "outputs/submit_tt/"
}
}
2022-12-06 17:20:19,159 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: Checkpoint path: checkpoints/fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.
2022-12-06 17:20:25,650 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: Finetuning from pretrained model checkpoints/fast_small_ic17mlt_640_in1k_lr1e-3/checkpoint_30ep.pth.tar.
2022-12-06 17:20:26,006 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: loading ema pretrained weights!
2022-12-06 17:20:26,031 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: <All keys matched successfully>
2022-12-06 17:20:26,054 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3
2022-12-06 17:20:26,054 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO:
Epoch: [1 | 30]
2022-12-06 17:20:51,071 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (1/783) LR: 0.001000 | Batch: 25.011s | Total: 0min | ETA: 326min | Loss: 0.242 | Loss(text/kernel/emb/rec): 0.076/0.102/0.063/0.000 | IoU(text/kernel): 0.820/0.584 | Acc rec: 0.000
2022-12-06 17:20:53,527 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (11/783) LR: 0.001000 | Batch: 2.497s | Total: 0min | ETA: 32min | Loss: 0.296 | Loss(text/kernel/emb/rec): 0.115/0.132/0.049/0.000 | IoU(text/kernel): 0.759/0.572 | Acc rec: 0.000
2022-12-06 17:20:56,300 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (21/783) LR: 0.000999 | Batch: 1.440s | Total: 0min | ETA: 18min | Loss: 0.282 | Loss(text/kernel/emb/rec): 0.105/0.127/0.050/0.000 | IoU(text/kernel): 0.771/0.584 | Acc rec: 0.000
2022-12-06 17:20:59,539 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (31/783) LR: 0.000999 | Batch: 1.080s | Total: 1min | ETA: 14min | Loss: 0.276 | Loss(text/kernel/emb/rec): 0.103/0.123/0.049/0.000 | IoU(text/kernel): 0.776/0.588 | Acc rec: 0.000
2022-12-06 17:21:02,384 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (41/783) LR: 0.000998 | Batch: 0.886s | Total: 1min | ETA: 11min | Loss: 0.285 | Loss(text/kernel/emb/rec): 0.103/0.129/0.053/0.000 | IoU(text/kernel): 0.780/0.589 | Acc rec: 0.000
2022-12-06 17:21:05,487 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (51/783) LR: 0.000998 | Batch: 0.773s | Total: 1min | ETA: 9min | Loss: 0.277 | Loss(text/kernel/emb/rec): 0.099/0.126/0.052/0.000 | IoU(text/kernel): 0.784/0.585 | Acc rec: 0.000
2022-12-06 17:21:08,687 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (61/783) LR: 0.000998 | Batch: 0.699s | Total: 1min | ETA: 8min | Loss: 0.280 | Loss(text/kernel/emb/rec): 0.100/0.127/0.053/0.000 | IoU(text/kernel): 0.782/0.582 | Acc rec: 0.000
2022-12-06 17:21:12,334 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (71/783) LR: 0.000997 | Batch: 0.652s | Total: 1min | ETA: 8min | Loss: 0.276 | Loss(text/kernel/emb/rec): 0.100/0.124/0.052/0.000 | IoU(text/kernel): 0.783/0.588 | Acc rec: 0.000
2022-12-06 17:21:15,532 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (81/783) LR: 0.000997 | Batch: 0.611s | Total: 1min | ETA: 7min | Loss: 0.274 | Loss(text/kernel/emb/rec): 0.099/0.124/0.052/0.000 | IoU(text/kernel): 0.784/0.586 | Acc rec: 0.000
2022-12-06 17:21:18,783 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (91/783) LR: 0.000997 | Batch: 0.579s | Total: 1min | ETA: 7min | Loss: 0.274 | Loss(text/kernel/emb/rec): 0.100/0.123/0.051/0.000 | IoU(text/kernel): 0.783/0.585 | Acc rec: 0.000
2022-12-06 17:21:22,171 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (101/783) LR: 0.000996 | Batch: 0.556s | Total: 1min | ETA: 6min | Loss: 0.275 | Loss(text/kernel/emb/rec): 0.099/0.124/0.052/0.000 | IoU(text/kernel): 0.785/0.584 | Acc rec: 0.000
2022-12-06 17:21:25,589 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (111/783) LR: 0.000996 | Batch: 0.536s | Total: 1min | ETA: 6min | Loss: 0.272 | Loss(text/kernel/emb/rec): 0.098/0.123/0.052/0.000 | IoU(text/kernel): 0.786/0.586 | Acc rec: 0.000
2022-12-06 17:21:28,976 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (121/783) LR: 0.000995 | Batch: 0.520s | Total: 1min | ETA: 6min | Loss: 0.271 | Loss(text/kernel/emb/rec): 0.097/0.123/0.052/0.000 | IoU(text/kernel): 0.788/0.587 | Acc rec: 0.000
2022-12-06 17:21:32,287 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (131/783) LR: 0.000995 | Batch: 0.506s | Total: 1min | ETA: 6min | Loss: 0.270 | Loss(text/kernel/emb/rec): 0.096/0.122/0.051/0.000 | IoU(text/kernel): 0.789/0.589 | Acc rec: 0.000
2022-12-06 17:21:35,675 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (141/783) LR: 0.000995 | Batch: 0.494s | Total: 1min | ETA: 5min | Loss: 0.268 | Loss(text/kernel/emb/rec): 0.096/0.122/0.050/0.000 | IoU(text/kernel): 0.790/0.589 | Acc rec: 0.000
2022-12-06 17:21:38,717 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (151/783) LR: 0.000994 | Batch: 0.481s | Total: 1min | ETA: 5min | Loss: 0.265 | Loss(text/kernel/emb/rec): 0.095/0.120/0.050/0.000 | IoU(text/kernel): 0.790/0.590 | Acc rec: 0.000
2022-12-06 17:21:42,124 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (161/783) LR: 0.000994 | Batch: 0.472s | Total: 1min | ETA: 5min | Loss: 0.264 | Loss(text/kernel/emb/rec): 0.095/0.119/0.049/0.000 | IoU(text/kernel): 0.790/0.590 | Acc rec: 0.000
2022-12-06 17:21:45,577 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (171/783) LR: 0.000993 | Batch: 0.465s | Total: 1min | ETA: 5min | Loss: 0.262 | Loss(text/kernel/emb/rec): 0.094/0.119/0.049/0.000 | IoU(text/kernel): 0.791/0.591 | Acc rec: 0.000
2022-12-06 17:21:48,914 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (181/783) LR: 0.000993 | Batch: 0.458s | Total: 1min | ETA: 5min | Loss: 0.261 | Loss(text/kernel/emb/rec): 0.094/0.118/0.049/0.000 | IoU(text/kernel): 0.792/0.592 | Acc rec: 0.000
2022-12-06 17:21:52,465 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (191/783) LR: 0.000993 | Batch: 0.452s | Total: 1min | ETA: 4min | Loss: 0.260 | Loss(text/kernel/emb/rec): 0.093/0.118/0.049/0.000 | IoU(text/kernel): 0.793/0.592 | Acc rec: 0.000
2022-12-06 17:21:55,707 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (201/783) LR: 0.000992 | Batch: 0.446s | Total: 1min | ETA: 4min | Loss: 0.257 | Loss(text/kernel/emb/rec): 0.092/0.117/0.048/0.000 | IoU(text/kernel): 0.795/0.593 | Acc rec: 0.000
2022-12-06 17:21:59,091 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (211/783) LR: 0.000992 | Batch: 0.441s | Total: 2min | ETA: 4min | Loss: 0.255 | Loss(text/kernel/emb/rec): 0.092/0.116/0.048/0.000 | IoU(text/kernel): 0.796/0.594 | Acc rec: 0.000
2022-12-06 17:22:02,512 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (221/783) LR: 0.000992 | Batch: 0.436s | Total: 2min | ETA: 4min | Loss: 0.255 | Loss(text/kernel/emb/rec): 0.092/0.116/0.048/0.000 | IoU(text/kernel): 0.796/0.595 | Acc rec: 0.000
2022-12-06 17:22:06,165 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (231/783) LR: 0.000991 | Batch: 0.433s | Total: 2min | ETA: 4min | Loss: 0.254 | Loss(text/kernel/emb/rec): 0.091/0.116/0.048/0.000 | IoU(text/kernel): 0.797/0.596 | Acc rec: 0.000
2022-12-06 17:22:09,224 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (241/783) LR: 0.000991 | Batch: 0.428s | Total: 2min | ETA: 4min | Loss: 0.253 | Loss(text/kernel/emb/rec): 0.091/0.115/0.047/0.000 | IoU(text/kernel): 0.797/0.596 | Acc rec: 0.000
2022-12-06 17:22:13,038 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (251/783) LR: 0.000990 | Batch: 0.426s | Total: 2min | ETA: 4min | Loss: 0.252 | Loss(text/kernel/emb/rec): 0.090/0.115/0.047/0.000 | IoU(text/kernel): 0.798/0.597 | Acc rec: 0.000
2022-12-06 17:22:16,606 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (261/783) LR: 0.000990 | Batch: 0.424s | Total: 2min | ETA: 4min | Loss: 0.251 | Loss(text/kernel/emb/rec): 0.090/0.114/0.047/0.000 | IoU(text/kernel): 0.799/0.598 | Acc rec: 0.000
2022-12-06 17:22:19,893 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (271/783) LR: 0.000990 | Batch: 0.420s | Total: 2min | ETA: 4min | Loss: 0.250 | Loss(text/kernel/emb/rec): 0.090/0.114/0.047/0.000 | IoU(text/kernel): 0.800/0.598 | Acc rec: 0.000
2022-12-06 17:22:23,548 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (281/783) LR: 0.000989 | Batch: 0.418s | Total: 2min | ETA: 4min | Loss: 0.249 | Loss(text/kernel/emb/rec): 0.089/0.114/0.046/0.000 | IoU(text/kernel): 0.800/0.599 | Acc rec: 0.000
2022-12-06 17:22:26,677 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (291/783) LR: 0.000989 | Batch: 0.414s | Total: 2min | ETA: 3min | Loss: 0.248 | Loss(text/kernel/emb/rec): 0.089/0.113/0.046/0.000 | IoU(text/kernel): 0.801/0.599 | Acc rec: 0.000
2022-12-06 17:22:29,943 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (301/783) LR: 0.000988 | Batch: 0.412s | Total: 2min | ETA: 3min | Loss: 0.248 | Loss(text/kernel/emb/rec): 0.088/0.113/0.046/0.000 | IoU(text/kernel): 0.801/0.599 | Acc rec: 0.000
2022-12-06 17:22:33,491 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (311/783) LR: 0.000988 | Batch: 0.410s | Total: 2min | ETA: 3min | Loss: 0.247 | Loss(text/kernel/emb/rec): 0.088/0.113/0.046/0.000 | IoU(text/kernel): 0.802/0.599 | Acc rec: 0.000
2022-12-06 17:22:36,881 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (321/783) LR: 0.000988 | Batch: 0.408s | Total: 2min | ETA: 3min | Loss: 0.247 | Loss(text/kernel/emb/rec): 0.088/0.113/0.046/0.000 | IoU(text/kernel): 0.803/0.600 | Acc rec: 0.000
2022-12-06 17:22:40,261 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (331/783) LR: 0.000987 | Batch: 0.405s | Total: 2min | ETA: 3min | Loss: 0.248 | Loss(text/kernel/emb/rec): 0.088/0.113/0.046/0.000 | IoU(text/kernel): 0.802/0.600 | Acc rec: 0.000
2022-12-06 17:22:43,567 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (341/783) LR: 0.000987 | Batch: 0.403s | Total: 2min | ETA: 3min | Loss: 0.247 | Loss(text/kernel/emb/rec): 0.088/0.113/0.046/0.000 | IoU(text/kernel): 0.803/0.600 | Acc rec: 0.000
2022-12-06 17:22:46,862 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (351/783) LR: 0.000987 | Batch: 0.401s | Total: 2min | ETA: 3min | Loss: 0.247 | Loss(text/kernel/emb/rec): 0.088/0.113/0.046/0.000 | IoU(text/kernel): 0.803/0.600 | Acc rec: 0.000
2022-12-06 17:22:50,253 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (361/783) LR: 0.000986 | Batch: 0.399s | Total: 2min | ETA: 3min | Loss: 0.246 | Loss(text/kernel/emb/rec): 0.088/0.113/0.046/0.000 | IoU(text/kernel): 0.803/0.600 | Acc rec: 0.000
2022-12-06 17:22:53,441 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (371/783) LR: 0.000986 | Batch: 0.397s | Total: 2min | ETA: 3min | Loss: 0.246 | Loss(text/kernel/emb/rec): 0.088/0.113/0.046/0.000 | IoU(text/kernel): 0.803/0.600 | Acc rec: 0.000
2022-12-06 17:22:56,848 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (381/783) LR: 0.000985 | Batch: 0.396s | Total: 3min | ETA: 3min | Loss: 0.246 | Loss(text/kernel/emb/rec): 0.088/0.113/0.046/0.000 | IoU(text/kernel): 0.804/0.600 | Acc rec: 0.000
2022-12-06 17:23:00,255 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (391/783) LR: 0.000985 | Batch: 0.394s | Total: 3min | ETA: 3min | Loss: 0.246 | Loss(text/kernel/emb/rec): 0.087/0.113/0.045/0.000 | IoU(text/kernel): 0.804/0.601 | Acc rec: 0.000
2022-12-06 17:23:03,587 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (401/783) LR: 0.000985 | Batch: 0.393s | Total: 3min | ETA: 3min | Loss: 0.245 | Loss(text/kernel/emb/rec): 0.087/0.112/0.045/0.000 | IoU(text/kernel): 0.804/0.601 | Acc rec: 0.000
2022-12-06 17:23:06,759 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (411/783) LR: 0.000984 | Batch: 0.391s | Total: 3min | ETA: 2min | Loss: 0.245 | Loss(text/kernel/emb/rec): 0.087/0.112/0.045/0.000 | IoU(text/kernel): 0.805/0.601 | Acc rec: 0.000
2022-12-06 17:23:10,088 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (421/783) LR: 0.000984 | Batch: 0.390s | Total: 3min | ETA: 2min | Loss: 0.245 | Loss(text/kernel/emb/rec): 0.087/0.112/0.045/0.000 | IoU(text/kernel): 0.804/0.601 | Acc rec: 0.000
2022-12-06 17:23:13,652 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (431/783) LR: 0.000984 | Batch: 0.389s | Total: 3min | ETA: 2min | Loss: 0.244 | Loss(text/kernel/emb/rec): 0.087/0.112/0.045/0.000 | IoU(text/kernel): 0.804/0.601 | Acc rec: 0.000
2022-12-06 17:23:17,117 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (441/783) LR: 0.000983 | Batch: 0.388s | Total: 3min | ETA: 2min | Loss: 0.245 | Loss(text/kernel/emb/rec): 0.087/0.112/0.045/0.000 | IoU(text/kernel): 0.804/0.601 | Acc rec: 0.000
2022-12-06 17:23:20,306 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (451/783) LR: 0.000983 | Batch: 0.386s | Total: 3min | ETA: 2min | Loss: 0.244 | Loss(text/kernel/emb/rec): 0.087/0.112/0.045/0.000 | IoU(text/kernel): 0.805/0.601 | Acc rec: 0.000
2022-12-06 17:23:23,678 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (461/783) LR: 0.000982 | Batch: 0.385s | Total: 3min | ETA: 2min | Loss: 0.244 | Loss(text/kernel/emb/rec): 0.087/0.112/0.045/0.000 | IoU(text/kernel): 0.805/0.601 | Acc rec: 0.000
2022-12-06 17:23:26,910 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (471/783) LR: 0.000982 | Batch: 0.384s | Total: 3min | ETA: 2min | Loss: 0.243 | Loss(text/kernel/emb/rec): 0.087/0.112/0.045/0.000 | IoU(text/kernel): 0.805/0.602 | Acc rec: 0.000
2022-12-06 17:23:30,239 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (481/783) LR: 0.000982 | Batch: 0.383s | Total: 3min | ETA: 2min | Loss: 0.243 | Loss(text/kernel/emb/rec): 0.087/0.112/0.044/0.000 | IoU(text/kernel): 0.806/0.602 | Acc rec: 0.000
2022-12-06 17:23:33,636 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (491/783) LR: 0.000981 | Batch: 0.382s | Total: 3min | ETA: 2min | Loss: 0.242 | Loss(text/kernel/emb/rec): 0.086/0.112/0.044/0.000 | IoU(text/kernel): 0.806/0.602 | Acc rec: 0.000
2022-12-06 17:23:36,903 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (501/783) LR: 0.000981 | Batch: 0.381s | Total: 3min | ETA: 2min | Loss: 0.242 | Loss(text/kernel/emb/rec): 0.086/0.111/0.044/0.000 | IoU(text/kernel): 0.806/0.603 | Acc rec: 0.000
2022-12-06 17:23:40,028 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (511/783) LR: 0.000980 | Batch: 0.380s | Total: 3min | ETA: 2min | Loss: 0.241 | Loss(text/kernel/emb/rec): 0.086/0.111/0.044/0.000 | IoU(text/kernel): 0.807/0.603 | Acc rec: 0.000
2022-12-06 17:23:43,635 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (521/783) LR: 0.000980 | Batch: 0.379s | Total: 3min | ETA: 2min | Loss: 0.241 | Loss(text/kernel/emb/rec): 0.086/0.111/0.044/0.000 | IoU(text/kernel): 0.807/0.603 | Acc rec: 0.000
2022-12-06 17:23:46,936 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (531/783) LR: 0.000980 | Batch: 0.378s | Total: 3min | ETA: 2min | Loss: 0.241 | Loss(text/kernel/emb/rec): 0.086/0.111/0.044/0.000 | IoU(text/kernel): 0.807/0.603 | Acc rec: 0.000
2022-12-06 17:23:50,349 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (541/783) LR: 0.000979 | Batch: 0.378s | Total: 3min | ETA: 2min | Loss: 0.241 | Loss(text/kernel/emb/rec): 0.086/0.111/0.044/0.000 | IoU(text/kernel): 0.807/0.603 | Acc rec: 0.000
2022-12-06 17:23:53,995 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (551/783) LR: 0.000979 | Batch: 0.377s | Total: 3min | ETA: 1min | Loss: 0.240 | Loss(text/kernel/emb/rec): 0.086/0.111/0.043/0.000 | IoU(text/kernel): 0.808/0.603 | Acc rec: 0.000
2022-12-06 17:23:57,336 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (561/783) LR: 0.000979 | Batch: 0.377s | Total: 4min | ETA: 1min | Loss: 0.240 | Loss(text/kernel/emb/rec): 0.086/0.111/0.043/0.000 | IoU(text/kernel): 0.808/0.604 | Acc rec: 0.000
2022-12-06 17:24:01,146 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (571/783) LR: 0.000978 | Batch: 0.377s | Total: 4min | ETA: 1min | Loss: 0.240 | Loss(text/kernel/emb/rec): 0.086/0.111/0.043/0.000 | IoU(text/kernel): 0.808/0.604 | Acc rec: 0.000
2022-12-06 17:24:04,476 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (581/783) LR: 0.000978 | Batch: 0.376s | Total: 4min | ETA: 1min | Loss: 0.239 | Loss(text/kernel/emb/rec): 0.085/0.111/0.043/0.000 | IoU(text/kernel): 0.808/0.604 | Acc rec: 0.000
2022-12-06 17:24:07,796 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (591/783) LR: 0.000977 | Batch: 0.375s | Total: 4min | ETA: 1min | Loss: 0.239 | Loss(text/kernel/emb/rec): 0.086/0.111/0.043/0.000 | IoU(text/kernel): 0.808/0.604 | Acc rec: 0.000
2022-12-06 17:24:11,117 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (601/783) LR: 0.000977 | Batch: 0.374s | Total: 4min | ETA: 1min | Loss: 0.239 | Loss(text/kernel/emb/rec): 0.085/0.111/0.043/0.000 | IoU(text/kernel): 0.808/0.604 | Acc rec: 0.000
2022-12-06 17:24:14,453 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (611/783) LR: 0.000977 | Batch: 0.374s | Total: 4min | ETA: 1min | Loss: 0.239 | Loss(text/kernel/emb/rec): 0.085/0.111/0.043/0.000 | IoU(text/kernel): 0.809/0.604 | Acc rec: 0.000
2022-12-06 17:24:17,763 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (621/783) LR: 0.000976 | Batch: 0.373s | Total: 4min | ETA: 1min | Loss: 0.238 | Loss(text/kernel/emb/rec): 0.085/0.111/0.043/0.000 | IoU(text/kernel): 0.809/0.604 | Acc rec: 0.000
2022-12-06 17:24:21,157 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (631/783) LR: 0.000976 | Batch: 0.373s | Total: 4min | ETA: 1min | Loss: 0.238 | Loss(text/kernel/emb/rec): 0.085/0.111/0.042/0.000 | IoU(text/kernel): 0.809/0.605 | Acc rec: 0.000
2022-12-06 17:24:24,336 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (641/783) LR: 0.000975 | Batch: 0.372s | Total: 4min | ETA: 1min | Loss: 0.238 | Loss(text/kernel/emb/rec): 0.085/0.110/0.042/0.000 | IoU(text/kernel): 0.809/0.604 | Acc rec: 0.000
2022-12-06 17:24:27,859 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (651/783) LR: 0.000975 | Batch: 0.371s | Total: 4min | ETA: 1min | Loss: 0.238 | Loss(text/kernel/emb/rec): 0.085/0.110/0.042/0.000 | IoU(text/kernel): 0.810/0.605 | Acc rec: 0.000
2022-12-06 17:24:31,459 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (661/783) LR: 0.000975 | Batch: 0.371s | Total: 4min | ETA: 1min | Loss: 0.237 | Loss(text/kernel/emb/rec): 0.085/0.110/0.042/0.000 | IoU(text/kernel): 0.810/0.605 | Acc rec: 0.000
2022-12-06 17:24:34,751 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (671/783) LR: 0.000974 | Batch: 0.371s | Total: 4min | ETA: 1min | Loss: 0.237 | Loss(text/kernel/emb/rec): 0.085/0.110/0.042/0.000 | IoU(text/kernel): 0.810/0.605 | Acc rec: 0.000
2022-12-06 17:24:38,036 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (681/783) LR: 0.000974 | Batch: 0.370s | Total: 4min | ETA: 1min | Loss: 0.236 | Loss(text/kernel/emb/rec): 0.085/0.110/0.042/0.000 | IoU(text/kernel): 0.810/0.605 | Acc rec: 0.000
2022-12-06 17:24:41,228 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (691/783) LR: 0.000974 | Batch: 0.369s | Total: 4min | ETA: 1min | Loss: 0.236 | Loss(text/kernel/emb/rec): 0.084/0.110/0.042/0.000 | IoU(text/kernel): 0.811/0.606 | Acc rec: 0.000
2022-12-06 17:24:44,407 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (701/783) LR: 0.000973 | Batch: 0.369s | Total: 4min | ETA: 1min | Loss: 0.236 | Loss(text/kernel/emb/rec): 0.084/0.110/0.042/0.000 | IoU(text/kernel): 0.811/0.606 | Acc rec: 0.000
2022-12-06 17:24:47,936 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (711/783) LR: 0.000973 | Batch: 0.368s | Total: 4min | ETA: 0min | Loss: 0.235 | Loss(text/kernel/emb/rec): 0.084/0.110/0.042/0.000 | IoU(text/kernel): 0.811/0.606 | Acc rec: 0.000
2022-12-06 17:24:51,319 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (721/783) LR: 0.000972 | Batch: 0.368s | Total: 4min | ETA: 0min | Loss: 0.235 | Loss(text/kernel/emb/rec): 0.084/0.110/0.042/0.000 | IoU(text/kernel): 0.811/0.606 | Acc rec: 0.000
2022-12-06 17:24:54,575 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (731/783) LR: 0.000972 | Batch: 0.367s | Total: 4min | ETA: 0min | Loss: 0.235 | Loss(text/kernel/emb/rec): 0.084/0.109/0.042/0.000 | IoU(text/kernel): 0.812/0.606 | Acc rec: 0.000
2022-12-06 17:24:57,992 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (741/783) LR: 0.000972 | Batch: 0.367s | Total: 5min | ETA: 0min | Loss: 0.234 | Loss(text/kernel/emb/rec): 0.084/0.109/0.042/0.000 | IoU(text/kernel): 0.812/0.606 | Acc rec: 0.000
2022-12-06 17:25:01,248 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (751/783) LR: 0.000971 | Batch: 0.366s | Total: 5min | ETA: 0min | Loss: 0.234 | Loss(text/kernel/emb/rec): 0.084/0.109/0.042/0.000 | IoU(text/kernel): 0.812/0.606 | Acc rec: 0.000
2022-12-06 17:25:04,472 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (761/783) LR: 0.000971 | Batch: 0.366s | Total: 5min | ETA: 0min | Loss: 0.234 | Loss(text/kernel/emb/rec): 0.083/0.109/0.042/0.000 | IoU(text/kernel): 0.812/0.606 | Acc rec: 0.000
2022-12-06 17:25:06,852 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (771/783) LR: 0.000970 | Batch: 0.364s | Total: 5min | ETA: 0min | Loss: 0.234 | Loss(text/kernel/emb/rec): 0.084/0.109/0.042/0.000 | IoU(text/kernel): 0.812/0.607 | Acc rec: 0.000
2022-12-06 17:25:09,293 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (781/783) LR: 0.000970 | Batch: 0.363s | Total: 5min | ETA: 0min | Loss: 0.234 | Loss(text/kernel/emb/rec): 0.083/0.109/0.041/0.000 | IoU(text/kernel): 0.812/0.607 | Acc rec: 0.000
2022-12-06 17:25:10,554 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3
2022-12-06 17:25:10,554 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO:
Epoch: [2 | 30]
2022-12-06 17:25:17,603 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (1/783) LR: 0.000970 | Batch: 7.047s | Total: 0min | ETA: 92min | Loss: 0.185 | Loss(text/kernel/emb/rec): 0.065/0.089/0.031/0.000 | IoU(text/kernel): 0.839/0.614 | Acc rec: 0.000
2022-12-06 17:25:21,006 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (11/783) LR: 0.000970 | Batch: 0.950s | Total: 0min | ETA: 12min | Loss: 0.212 | Loss(text/kernel/emb/rec): 0.075/0.103/0.034/0.000 | IoU(text/kernel): 0.824/0.612 | Acc rec: 0.000
2022-12-06 17:25:24,351 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (21/783) LR: 0.000969 | Batch: 0.657s | Total: 0min | ETA: 8min | Loss: 0.205 | Loss(text/kernel/emb/rec): 0.071/0.101/0.033/0.000 | IoU(text/kernel): 0.833/0.619 | Acc rec: 0.000
2022-12-06 17:25:27,188 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (31/783) LR: 0.000969 | Batch: 0.537s | Total: 0min | ETA: 7min | Loss: 0.212 | Loss(text/kernel/emb/rec): 0.073/0.103/0.035/0.000 | IoU(text/kernel): 0.832/0.618 | Acc rec: 0.000
2022-12-06 17:25:30,776 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (41/783) LR: 0.000968 | Batch: 0.493s | Total: 0min | ETA: 6min | Loss: 0.207 | Loss(text/kernel/emb/rec): 0.071/0.101/0.035/0.000 | IoU(text/kernel): 0.834/0.621 | Acc rec: 0.000
2022-12-06 17:25:34,575 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (51/783) LR: 0.000968 | Batch: 0.471s | Total: 0min | ETA: 6min | Loss: 0.207 | Loss(text/kernel/emb/rec): 0.071/0.102/0.034/0.000 | IoU(text/kernel): 0.835/0.621 | Acc rec: 0.000
2022-12-06 17:25:37,942 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (61/783) LR: 0.000968 | Batch: 0.449s | Total: 0min | ETA: 5min | Loss: 0.206 | Loss(text/kernel/emb/rec): 0.071/0.100/0.035/0.000 | IoU(text/kernel): 0.833/0.622 | Acc rec: 0.000
2022-12-06 17:25:41,372 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (71/783) LR: 0.000967 | Batch: 0.434s | Total: 1min | ETA: 5min | Loss: 0.205 | Loss(text/kernel/emb/rec): 0.071/0.100/0.035/0.000 | IoU(text/kernel): 0.835/0.622 | Acc rec: 0.000
2022-12-06 17:25:44,837 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (81/783) LR: 0.000967 | Batch: 0.423s | Total: 1min | ETA: 5min | Loss: 0.205 | Loss(text/kernel/emb/rec): 0.071/0.100/0.034/0.000 | IoU(text/kernel): 0.836/0.623 | Acc rec: 0.000
2022-12-06 17:25:48,332 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (91/783) LR: 0.000966 | Batch: 0.415s | Total: 1min | ETA: 5min | Loss: 0.205 | Loss(text/kernel/emb/rec): 0.070/0.101/0.034/0.000 | IoU(text/kernel): 0.836/0.623 | Acc rec: 0.000
2022-12-06 17:25:51,702 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (101/783) LR: 0.000966 | Batch: 0.407s | Total: 1min | ETA: 5min | Loss: 0.204 | Loss(text/kernel/emb/rec): 0.070/0.100/0.034/0.000 | IoU(text/kernel): 0.837/0.623 | Acc rec: 0.000
2022-12-06 17:25:54,996 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (111/783) LR: 0.000966 | Batch: 0.400s | Total: 1min | ETA: 4min | Loss: 0.205 | Loss(text/kernel/emb/rec): 0.070/0.100/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:25:58,417 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (121/783) LR: 0.000965 | Batch: 0.396s | Total: 1min | ETA: 4min | Loss: 0.204 | Loss(text/kernel/emb/rec): 0.070/0.100/0.034/0.000 | IoU(text/kernel): 0.836/0.624 | Acc rec: 0.000
2022-12-06 17:26:01,897 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (131/783) LR: 0.000965 | Batch: 0.392s | Total: 1min | ETA: 4min | Loss: 0.205 | Loss(text/kernel/emb/rec): 0.070/0.100/0.034/0.000 | IoU(text/kernel): 0.835/0.624 | Acc rec: 0.000
2022-12-06 17:26:05,531 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (141/783) LR: 0.000965 | Batch: 0.390s | Total: 1min | ETA: 4min | Loss: 0.205 | Loss(text/kernel/emb/rec): 0.070/0.100/0.034/0.000 | IoU(text/kernel): 0.836/0.624 | Acc rec: 0.000
2022-12-06 17:26:09,023 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (151/783) LR: 0.000964 | Batch: 0.387s | Total: 1min | ETA: 4min | Loss: 0.205 | Loss(text/kernel/emb/rec): 0.070/0.100/0.034/0.000 | IoU(text/kernel): 0.836/0.624 | Acc rec: 0.000
2022-12-06 17:26:12,418 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (161/783) LR: 0.000964 | Batch: 0.384s | Total: 1min | ETA: 4min | Loss: 0.205 | Loss(text/kernel/emb/rec): 0.070/0.100/0.035/0.000 | IoU(text/kernel): 0.836/0.624 | Acc rec: 0.000
2022-12-06 17:26:15,819 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (171/783) LR: 0.000963 | Batch: 0.382s | Total: 1min | ETA: 4min | Loss: 0.205 | Loss(text/kernel/emb/rec): 0.070/0.100/0.035/0.000 | IoU(text/kernel): 0.837/0.623 | Acc rec: 0.000
2022-12-06 17:26:19,080 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (181/783) LR: 0.000963 | Batch: 0.379s | Total: 1min | ETA: 4min | Loss: 0.205 | Loss(text/kernel/emb/rec): 0.070/0.100/0.035/0.000 | IoU(text/kernel): 0.836/0.623 | Acc rec: 0.000
2022-12-06 17:26:22,372 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (191/783) LR: 0.000963 | Batch: 0.376s | Total: 1min | ETA: 4min | Loss: 0.205 | Loss(text/kernel/emb/rec): 0.070/0.100/0.035/0.000 | IoU(text/kernel): 0.836/0.624 | Acc rec: 0.000
2022-12-06 17:26:25,848 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (201/783) LR: 0.000962 | Batch: 0.375s | Total: 1min | ETA: 4min | Loss: 0.205 | Loss(text/kernel/emb/rec): 0.070/0.100/0.035/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:26:29,063 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (211/783) LR: 0.000962 | Batch: 0.372s | Total: 1min | ETA: 4min | Loss: 0.205 | Loss(text/kernel/emb/rec): 0.070/0.100/0.035/0.000 | IoU(text/kernel): 0.836/0.624 | Acc rec: 0.000
2022-12-06 17:26:32,674 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (221/783) LR: 0.000961 | Batch: 0.372s | Total: 1min | ETA: 3min | Loss: 0.204 | Loss(text/kernel/emb/rec): 0.070/0.100/0.034/0.000 | IoU(text/kernel): 0.836/0.625 | Acc rec: 0.000
2022-12-06 17:26:36,072 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (231/783) LR: 0.000961 | Batch: 0.370s | Total: 1min | ETA: 3min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.100/0.034/0.000 | IoU(text/kernel): 0.837/0.625 | Acc rec: 0.000
2022-12-06 17:26:39,338 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (241/783) LR: 0.000961 | Batch: 0.368s | Total: 1min | ETA: 3min | Loss: 0.204 | Loss(text/kernel/emb/rec): 0.070/0.100/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:26:43,074 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (251/783) LR: 0.000960 | Batch: 0.369s | Total: 2min | ETA: 3min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.100/0.034/0.000 | IoU(text/kernel): 0.837/0.625 | Acc rec: 0.000
2022-12-06 17:26:46,541 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (261/783) LR: 0.000960 | Batch: 0.368s | Total: 2min | ETA: 3min | Loss: 0.202 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.625 | Acc rec: 0.000
2022-12-06 17:26:49,893 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (271/783) LR: 0.000960 | Batch: 0.367s | Total: 2min | ETA: 3min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:26:53,215 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (281/783) LR: 0.000959 | Batch: 0.365s | Total: 2min | ETA: 3min | Loss: 0.202 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.838/0.624 | Acc rec: 0.000
2022-12-06 17:26:56,595 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (291/783) LR: 0.000959 | Batch: 0.364s | Total: 2min | ETA: 3min | Loss: 0.202 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:26:59,923 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (301/783) LR: 0.000958 | Batch: 0.363s | Total: 2min | ETA: 3min | Loss: 0.202 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.625 | Acc rec: 0.000
2022-12-06 17:27:03,199 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (311/783) LR: 0.000958 | Batch: 0.362s | Total: 2min | ETA: 3min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.625 | Acc rec: 0.000
2022-12-06 17:27:06,708 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (321/783) LR: 0.000958 | Batch: 0.362s | Total: 2min | ETA: 3min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:27:09,966 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (331/783) LR: 0.000957 | Batch: 0.361s | Total: 2min | ETA: 3min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:27:13,193 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (341/783) LR: 0.000957 | Batch: 0.360s | Total: 2min | ETA: 3min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.838/0.624 | Acc rec: 0.000
2022-12-06 17:27:16,955 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (351/783) LR: 0.000956 | Batch: 0.360s | Total: 2min | ETA: 3min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.838/0.624 | Acc rec: 0.000
2022-12-06 17:27:20,218 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (361/783) LR: 0.000956 | Batch: 0.359s | Total: 2min | ETA: 3min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:27:23,832 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (371/783) LR: 0.000956 | Batch: 0.359s | Total: 2min | ETA: 2min | Loss: 0.204 | Loss(text/kernel/emb/rec): 0.070/0.099/0.035/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:27:27,162 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (381/783) LR: 0.000955 | Batch: 0.359s | Total: 2min | ETA: 2min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:27:30,589 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (391/783) LR: 0.000955 | Batch: 0.358s | Total: 2min | ETA: 2min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:27:34,071 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (401/783) LR: 0.000955 | Batch: 0.358s | Total: 2min | ETA: 2min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.099/0.035/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:27:37,545 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (411/783) LR: 0.000954 | Batch: 0.358s | Total: 2min | ETA: 2min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:27:41,069 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (421/783) LR: 0.000954 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:27:44,560 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (431/783) LR: 0.000953 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:27:48,087 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (441/783) LR: 0.000953 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:27:51,674 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (451/783) LR: 0.000953 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.202 | Loss(text/kernel/emb/rec): 0.070/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:27:55,116 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (461/783) LR: 0.000952 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:27:58,543 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (471/783) LR: 0.000952 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:28:01,839 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (481/783) LR: 0.000951 | Batch: 0.356s | Total: 3min | ETA: 2min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:28:05,194 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (491/783) LR: 0.000951 | Batch: 0.356s | Total: 3min | ETA: 2min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:28:08,518 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (501/783) LR: 0.000951 | Batch: 0.355s | Total: 3min | ETA: 2min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:28:11,898 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (511/783) LR: 0.000950 | Batch: 0.355s | Total: 3min | ETA: 2min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.099/0.034/0.000 | IoU(text/kernel): 0.836/0.624 | Acc rec: 0.000
2022-12-06 17:28:15,229 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (521/783) LR: 0.000950 | Batch: 0.354s | Total: 3min | ETA: 2min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:28:18,668 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (531/783) LR: 0.000950 | Batch: 0.354s | Total: 3min | ETA: 1min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:28:21,949 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (541/783) LR: 0.000949 | Batch: 0.354s | Total: 3min | ETA: 1min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:28:25,213 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (551/783) LR: 0.000949 | Batch: 0.353s | Total: 3min | ETA: 1min | Loss: 0.202 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:28:28,470 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (561/783) LR: 0.000948 | Batch: 0.353s | Total: 3min | ETA: 1min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:28:31,862 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (571/783) LR: 0.000948 | Batch: 0.353s | Total: 3min | ETA: 1min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.070/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.625 | Acc rec: 0.000
2022-12-06 17:28:35,488 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (581/783) LR: 0.000948 | Batch: 0.353s | Total: 3min | ETA: 1min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.625 | Acc rec: 0.000
2022-12-06 17:28:38,841 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (591/783) LR: 0.000947 | Batch: 0.352s | Total: 3min | ETA: 1min | Loss: 0.203 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.624 | Acc rec: 0.000
2022-12-06 17:28:42,140 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (601/783) LR: 0.000947 | Batch: 0.352s | Total: 4min | ETA: 1min | Loss: 0.202 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.625 | Acc rec: 0.000
2022-12-06 17:28:45,176 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (611/783) LR: 0.000946 | Batch: 0.351s | Total: 4min | ETA: 1min | Loss: 0.202 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.625 | Acc rec: 0.000
2022-12-06 17:28:48,217 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (621/783) LR: 0.000946 | Batch: 0.350s | Total: 4min | ETA: 1min | Loss: 0.202 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.625 | Acc rec: 0.000
2022-12-06 17:28:51,208 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (631/783) LR: 0.000946 | Batch: 0.350s | Total: 4min | ETA: 1min | Loss: 0.202 | Loss(text/kernel/emb/rec): 0.069/0.098/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:28:54,265 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (641/783) LR: 0.000945 | Batch: 0.349s | Total: 4min | ETA: 1min | Loss: 0.201 | Loss(text/kernel/emb/rec): 0.069/0.098/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:28:56,927 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (651/783) LR: 0.000945 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.202 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.625 | Acc rec: 0.000
2022-12-06 17:29:00,246 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (661/783) LR: 0.000945 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.202 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.837/0.625 | Acc rec: 0.000
2022-12-06 17:29:03,258 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (671/783) LR: 0.000944 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.201 | Loss(text/kernel/emb/rec): 0.069/0.098/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:29:06,917 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (681/783) LR: 0.000944 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.201 | Loss(text/kernel/emb/rec): 0.069/0.098/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:29:11,392 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (691/783) LR: 0.000943 | Batch: 0.349s | Total: 4min | ETA: 1min | Loss: 0.201 | Loss(text/kernel/emb/rec): 0.069/0.098/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:29:15,480 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (701/783) LR: 0.000943 | Batch: 0.349s | Total: 4min | ETA: 0min | Loss: 0.201 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:29:19,457 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (711/783) LR: 0.000943 | Batch: 0.350s | Total: 4min | ETA: 0min | Loss: 0.201 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:29:23,116 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (721/783) LR: 0.000942 | Batch: 0.350s | Total: 4min | ETA: 0min | Loss: 0.201 | Loss(text/kernel/emb/rec): 0.069/0.098/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:29:27,032 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (731/783) LR: 0.000942 | Batch: 0.351s | Total: 4min | ETA: 0min | Loss: 0.201 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:29:30,643 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (741/783) LR: 0.000941 | Batch: 0.351s | Total: 4min | ETA: 0min | Loss: 0.202 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:29:34,214 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (751/783) LR: 0.000941 | Batch: 0.351s | Total: 4min | ETA: 0min | Loss: 0.201 | Loss(text/kernel/emb/rec): 0.069/0.099/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:29:37,166 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (761/783) LR: 0.000941 | Batch: 0.350s | Total: 4min | ETA: 0min | Loss: 0.201 | Loss(text/kernel/emb/rec): 0.069/0.098/0.034/0.000 | IoU(text/kernel): 0.837/0.625 | Acc rec: 0.000
2022-12-06 17:29:39,634 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (771/783) LR: 0.000940 | Batch: 0.349s | Total: 4min | ETA: 0min | Loss: 0.201 | Loss(text/kernel/emb/rec): 0.069/0.098/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:29:42,097 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (781/783) LR: 0.000940 | Batch: 0.348s | Total: 5min | ETA: 0min | Loss: 0.201 | Loss(text/kernel/emb/rec): 0.069/0.098/0.034/0.000 | IoU(text/kernel): 0.838/0.625 | Acc rec: 0.000
2022-12-06 17:29:43,434 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3
2022-12-06 17:29:43,435 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO:
Epoch: [3 | 30]
2022-12-06 17:29:49,374 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (1/783) LR: 0.000940 | Batch: 5.939s | Total: 0min | ETA: 77min | Loss: 0.171 | Loss(text/kernel/emb/rec): 0.053/0.092/0.027/0.000 | IoU(text/kernel): 0.871/0.676 | Acc rec: 0.000
2022-12-06 17:29:53,616 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (11/783) LR: 0.000939 | Batch: 0.926s | Total: 0min | ETA: 12min | Loss: 0.196 | Loss(text/kernel/emb/rec): 0.067/0.098/0.031/0.000 | IoU(text/kernel): 0.846/0.628 | Acc rec: 0.000
2022-12-06 17:29:57,255 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (21/783) LR: 0.000939 | Batch: 0.658s | Total: 0min | ETA: 8min | Loss: 0.198 | Loss(text/kernel/emb/rec): 0.072/0.098/0.028/0.000 | IoU(text/kernel): 0.837/0.623 | Acc rec: 0.000
2022-12-06 17:30:00,668 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (31/783) LR: 0.000939 | Batch: 0.556s | Total: 0min | ETA: 7min | Loss: 0.199 | Loss(text/kernel/emb/rec): 0.069/0.100/0.030/0.000 | IoU(text/kernel): 0.842/0.628 | Acc rec: 0.000
2022-12-06 17:30:03,672 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (41/783) LR: 0.000938 | Batch: 0.494s | Total: 0min | ETA: 6min | Loss: 0.195 | Loss(text/kernel/emb/rec): 0.070/0.096/0.030/0.000 | IoU(text/kernel): 0.840/0.631 | Acc rec: 0.000
2022-12-06 17:30:07,253 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (51/783) LR: 0.000938 | Batch: 0.467s | Total: 0min | ETA: 6min | Loss: 0.197 | Loss(text/kernel/emb/rec): 0.070/0.096/0.030/0.000 | IoU(text/kernel): 0.839/0.630 | Acc rec: 0.000
2022-12-06 17:30:10,806 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (61/783) LR: 0.000937 | Batch: 0.449s | Total: 0min | ETA: 5min | Loss: 0.196 | Loss(text/kernel/emb/rec): 0.070/0.096/0.031/0.000 | IoU(text/kernel): 0.838/0.626 | Acc rec: 0.000
2022-12-06 17:30:14,436 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (71/783) LR: 0.000937 | Batch: 0.437s | Total: 1min | ETA: 5min | Loss: 0.195 | Loss(text/kernel/emb/rec): 0.069/0.094/0.032/0.000 | IoU(text/kernel): 0.838/0.628 | Acc rec: 0.000
2022-12-06 17:30:18,009 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (81/783) LR: 0.000937 | Batch: 0.427s | Total: 1min | ETA: 5min | Loss: 0.194 | Loss(text/kernel/emb/rec): 0.068/0.094/0.031/0.000 | IoU(text/kernel): 0.840/0.631 | Acc rec: 0.000
2022-12-06 17:30:21,772 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (91/783) LR: 0.000936 | Batch: 0.421s | Total: 1min | ETA: 5min | Loss: 0.193 | Loss(text/kernel/emb/rec): 0.068/0.094/0.031/0.000 | IoU(text/kernel): 0.841/0.630 | Acc rec: 0.000
2022-12-06 17:30:25,222 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (101/783) LR: 0.000936 | Batch: 0.414s | Total: 1min | ETA: 5min | Loss: 0.194 | Loss(text/kernel/emb/rec): 0.068/0.095/0.032/0.000 | IoU(text/kernel): 0.841/0.630 | Acc rec: 0.000
2022-12-06 17:30:28,612 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (111/783) LR: 0.000936 | Batch: 0.407s | Total: 1min | ETA: 5min | Loss: 0.195 | Loss(text/kernel/emb/rec): 0.068/0.096/0.032/0.000 | IoU(text/kernel): 0.841/0.630 | Acc rec: 0.000
2022-12-06 17:30:32,087 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (121/783) LR: 0.000935 | Batch: 0.402s | Total: 1min | ETA: 4min | Loss: 0.196 | Loss(text/kernel/emb/rec): 0.068/0.096/0.032/0.000 | IoU(text/kernel): 0.841/0.629 | Acc rec: 0.000
2022-12-06 17:30:35,930 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (131/783) LR: 0.000935 | Batch: 0.401s | Total: 1min | ETA: 4min | Loss: 0.197 | Loss(text/kernel/emb/rec): 0.069/0.097/0.032/0.000 | IoU(text/kernel): 0.840/0.628 | Acc rec: 0.000
2022-12-06 17:30:39,235 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (141/783) LR: 0.000934 | Batch: 0.396s | Total: 1min | ETA: 4min | Loss: 0.197 | Loss(text/kernel/emb/rec): 0.068/0.097/0.032/0.000 | IoU(text/kernel): 0.840/0.627 | Acc rec: 0.000
2022-12-06 17:30:42,798 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (151/783) LR: 0.000934 | Batch: 0.393s | Total: 1min | ETA: 4min | Loss: 0.196 | Loss(text/kernel/emb/rec): 0.068/0.096/0.032/0.000 | IoU(text/kernel): 0.840/0.628 | Acc rec: 0.000
2022-12-06 17:30:46,191 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (161/783) LR: 0.000934 | Batch: 0.390s | Total: 1min | ETA: 4min | Loss: 0.196 | Loss(text/kernel/emb/rec): 0.068/0.096/0.032/0.000 | IoU(text/kernel): 0.841/0.628 | Acc rec: 0.000
2022-12-06 17:30:49,543 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (171/783) LR: 0.000933 | Batch: 0.387s | Total: 1min | ETA: 4min | Loss: 0.195 | Loss(text/kernel/emb/rec): 0.067/0.096/0.032/0.000 | IoU(text/kernel): 0.841/0.628 | Acc rec: 0.000
2022-12-06 17:30:53,062 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (181/783) LR: 0.000933 | Batch: 0.385s | Total: 1min | ETA: 4min | Loss: 0.193 | Loss(text/kernel/emb/rec): 0.067/0.095/0.032/0.000 | IoU(text/kernel): 0.843/0.629 | Acc rec: 0.000
2022-12-06 17:30:56,641 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (191/783) LR: 0.000932 | Batch: 0.383s | Total: 1min | ETA: 4min | Loss: 0.193 | Loss(text/kernel/emb/rec): 0.066/0.095/0.031/0.000 | IoU(text/kernel): 0.843/0.629 | Acc rec: 0.000
2022-12-06 17:30:59,986 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (201/783) LR: 0.000932 | Batch: 0.381s | Total: 1min | ETA: 4min | Loss: 0.193 | Loss(text/kernel/emb/rec): 0.066/0.095/0.032/0.000 | IoU(text/kernel): 0.844/0.629 | Acc rec: 0.000
2022-12-06 17:31:03,605 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (211/783) LR: 0.000932 | Batch: 0.380s | Total: 1min | ETA: 4min | Loss: 0.192 | Loss(text/kernel/emb/rec): 0.066/0.095/0.032/0.000 | IoU(text/kernel): 0.844/0.630 | Acc rec: 0.000
2022-12-06 17:31:06,823 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (221/783) LR: 0.000931 | Batch: 0.377s | Total: 1min | ETA: 4min | Loss: 0.192 | Loss(text/kernel/emb/rec): 0.065/0.095/0.032/0.000 | IoU(text/kernel): 0.845/0.630 | Acc rec: 0.000
2022-12-06 17:31:10,400 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (231/783) LR: 0.000931 | Batch: 0.376s | Total: 1min | ETA: 3min | Loss: 0.193 | Loss(text/kernel/emb/rec): 0.066/0.095/0.032/0.000 | IoU(text/kernel): 0.844/0.629 | Acc rec: 0.000
2022-12-06 17:31:13,764 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (241/783) LR: 0.000931 | Batch: 0.375s | Total: 1min | ETA: 3min | Loss: 0.193 | Loss(text/kernel/emb/rec): 0.066/0.095/0.032/0.000 | IoU(text/kernel): 0.844/0.629 | Acc rec: 0.000
2022-12-06 17:31:16,973 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (251/783) LR: 0.000930 | Batch: 0.373s | Total: 2min | ETA: 3min | Loss: 0.192 | Loss(text/kernel/emb/rec): 0.065/0.095/0.032/0.000 | IoU(text/kernel): 0.845/0.629 | Acc rec: 0.000
2022-12-06 17:31:20,466 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (261/783) LR: 0.000930 | Batch: 0.372s | Total: 2min | ETA: 3min | Loss: 0.192 | Loss(text/kernel/emb/rec): 0.065/0.095/0.032/0.000 | IoU(text/kernel): 0.846/0.629 | Acc rec: 0.000
2022-12-06 17:31:23,833 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (271/783) LR: 0.000929 | Batch: 0.370s | Total: 2min | ETA: 3min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.032/0.000 | IoU(text/kernel): 0.846/0.630 | Acc rec: 0.000
2022-12-06 17:31:27,314 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (281/783) LR: 0.000929 | Batch: 0.370s | Total: 2min | ETA: 3min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.032/0.000 | IoU(text/kernel): 0.846/0.630 | Acc rec: 0.000
2022-12-06 17:31:30,614 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (291/783) LR: 0.000929 | Batch: 0.368s | Total: 2min | ETA: 3min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.032/0.000 | IoU(text/kernel): 0.846/0.630 | Acc rec: 0.000
2022-12-06 17:31:33,879 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (301/783) LR: 0.000928 | Batch: 0.367s | Total: 2min | ETA: 3min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.032/0.000 | IoU(text/kernel): 0.846/0.630 | Acc rec: 0.000
2022-12-06 17:31:37,346 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (311/783) LR: 0.000928 | Batch: 0.366s | Total: 2min | ETA: 3min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.846/0.630 | Acc rec: 0.000
2022-12-06 17:31:40,574 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (321/783) LR: 0.000927 | Batch: 0.365s | Total: 2min | ETA: 3min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.846/0.630 | Acc rec: 0.000
2022-12-06 17:31:44,075 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (331/783) LR: 0.000927 | Batch: 0.364s | Total: 2min | ETA: 3min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.846/0.630 | Acc rec: 0.000
2022-12-06 17:31:47,378 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (341/783) LR: 0.000927 | Batch: 0.363s | Total: 2min | ETA: 3min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.846/0.631 | Acc rec: 0.000
2022-12-06 17:31:50,793 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (351/783) LR: 0.000926 | Batch: 0.363s | Total: 2min | ETA: 3min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.846/0.631 | Acc rec: 0.000
2022-12-06 17:31:54,211 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (361/783) LR: 0.000926 | Batch: 0.362s | Total: 2min | ETA: 3min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.846/0.631 | Acc rec: 0.000
2022-12-06 17:31:57,730 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (371/783) LR: 0.000926 | Batch: 0.362s | Total: 2min | ETA: 2min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.846/0.630 | Acc rec: 0.000
2022-12-06 17:32:01,072 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (381/783) LR: 0.000925 | Batch: 0.361s | Total: 2min | ETA: 2min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.846/0.630 | Acc rec: 0.000
2022-12-06 17:32:04,469 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (391/783) LR: 0.000925 | Batch: 0.361s | Total: 2min | ETA: 2min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.846/0.631 | Acc rec: 0.000
2022-12-06 17:32:07,771 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (401/783) LR: 0.000924 | Batch: 0.360s | Total: 2min | ETA: 2min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.064/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:32:11,336 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (411/783) LR: 0.000924 | Batch: 0.360s | Total: 2min | ETA: 2min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.064/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:32:14,757 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (421/783) LR: 0.000924 | Batch: 0.359s | Total: 3min | ETA: 2min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.064/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:32:18,234 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (431/783) LR: 0.000923 | Batch: 0.359s | Total: 3min | ETA: 2min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.064/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:32:21,578 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (441/783) LR: 0.000923 | Batch: 0.359s | Total: 3min | ETA: 2min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.064/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:32:24,968 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (451/783) LR: 0.000922 | Batch: 0.358s | Total: 3min | ETA: 2min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.064/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:32:28,475 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (461/783) LR: 0.000922 | Batch: 0.358s | Total: 3min | ETA: 2min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.064/0.095/0.031/0.000 | IoU(text/kernel): 0.848/0.631 | Acc rec: 0.000
2022-12-06 17:32:31,934 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (471/783) LR: 0.000922 | Batch: 0.358s | Total: 3min | ETA: 2min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.632 | Acc rec: 0.000
2022-12-06 17:32:35,457 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (481/783) LR: 0.000921 | Batch: 0.358s | Total: 3min | ETA: 2min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.632 | Acc rec: 0.000
2022-12-06 17:32:38,875 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (491/783) LR: 0.000921 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:32:42,359 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (501/783) LR: 0.000920 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.064/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:32:45,843 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (511/783) LR: 0.000920 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.064/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:32:49,439 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (521/783) LR: 0.000920 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.064/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:32:52,914 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (531/783) LR: 0.000919 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:32:56,315 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (541/783) LR: 0.000919 | Batch: 0.356s | Total: 3min | ETA: 1min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:32:59,660 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (551/783) LR: 0.000919 | Batch: 0.356s | Total: 3min | ETA: 1min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.846/0.631 | Acc rec: 0.000
2022-12-06 17:33:02,981 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (561/783) LR: 0.000918 | Batch: 0.356s | Total: 3min | ETA: 1min | Loss: 0.191 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:06,361 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (571/783) LR: 0.000918 | Batch: 0.355s | Total: 3min | ETA: 1min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:09,686 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (581/783) LR: 0.000917 | Batch: 0.355s | Total: 3min | ETA: 1min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.065/0.095/0.031/0.000 | IoU(text/kernel): 0.846/0.631 | Acc rec: 0.000
2022-12-06 17:33:13,057 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (591/783) LR: 0.000917 | Batch: 0.355s | Total: 3min | ETA: 1min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:16,617 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (601/783) LR: 0.000917 | Batch: 0.355s | Total: 4min | ETA: 1min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:20,018 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (611/783) LR: 0.000916 | Batch: 0.354s | Total: 4min | ETA: 1min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:23,192 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (621/783) LR: 0.000916 | Batch: 0.354s | Total: 4min | ETA: 1min | Loss: 0.190 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:26,484 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (631/783) LR: 0.000915 | Batch: 0.353s | Total: 4min | ETA: 1min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:29,898 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (641/783) LR: 0.000915 | Batch: 0.353s | Total: 4min | ETA: 1min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:33,280 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (651/783) LR: 0.000915 | Batch: 0.353s | Total: 4min | ETA: 1min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:36,899 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (661/783) LR: 0.000914 | Batch: 0.353s | Total: 4min | ETA: 1min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:40,254 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (671/783) LR: 0.000914 | Batch: 0.353s | Total: 4min | ETA: 1min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:43,919 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (681/783) LR: 0.000914 | Batch: 0.353s | Total: 4min | ETA: 1min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:47,275 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (691/783) LR: 0.000913 | Batch: 0.353s | Total: 4min | ETA: 1min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:50,645 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (701/783) LR: 0.000913 | Batch: 0.353s | Total: 4min | ETA: 0min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:54,052 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (711/783) LR: 0.000912 | Batch: 0.352s | Total: 4min | ETA: 0min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:33:57,437 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (721/783) LR: 0.000912 | Batch: 0.352s | Total: 4min | ETA: 0min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:34:01,171 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (731/783) LR: 0.000912 | Batch: 0.353s | Total: 4min | ETA: 0min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.847/0.631 | Acc rec: 0.000
2022-12-06 17:34:04,562 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (741/783) LR: 0.000911 | Batch: 0.352s | Total: 4min | ETA: 0min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.848/0.632 | Acc rec: 0.000
2022-12-06 17:34:07,886 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (751/783) LR: 0.000911 | Batch: 0.352s | Total: 4min | ETA: 0min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.848/0.632 | Acc rec: 0.000
2022-12-06 17:34:10,958 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (761/783) LR: 0.000910 | Batch: 0.352s | Total: 4min | ETA: 0min | Loss: 0.189 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.848/0.632 | Acc rec: 0.000
2022-12-06 17:34:13,527 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (771/783) LR: 0.000910 | Batch: 0.350s | Total: 4min | ETA: 0min | Loss: 0.188 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.848/0.632 | Acc rec: 0.000
2022-12-06 17:34:15,943 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (781/783) LR: 0.000910 | Batch: 0.349s | Total: 5min | ETA: 0min | Loss: 0.188 | Loss(text/kernel/emb/rec): 0.064/0.095/0.030/0.000 | IoU(text/kernel): 0.848/0.632 | Acc rec: 0.000
2022-12-06 17:34:17,220 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3
2022-12-06 17:34:17,221 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO:
Epoch: [4 | 30]
2022-12-06 17:34:22,549 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (1/783) LR: 0.000910 | Batch: 5.328s | Total: 0min | ETA: 70min | Loss: 0.161 | Loss(text/kernel/emb/rec): 0.052/0.081/0.028/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 17:34:28,009 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (11/783) LR: 0.000909 | Batch: 0.981s | Total: 0min | ETA: 13min | Loss: 0.171 | Loss(text/kernel/emb/rec): 0.058/0.089/0.025/0.000 | IoU(text/kernel): 0.859/0.639 | Acc rec: 0.000
2022-12-06 17:34:31,932 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (21/783) LR: 0.000909 | Batch: 0.700s | Total: 0min | ETA: 9min | Loss: 0.168 | Loss(text/kernel/emb/rec): 0.054/0.089/0.025/0.000 | IoU(text/kernel): 0.865/0.644 | Acc rec: 0.000
2022-12-06 17:34:35,784 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (31/783) LR: 0.000908 | Batch: 0.599s | Total: 0min | ETA: 8min | Loss: 0.175 | Loss(text/kernel/emb/rec): 0.058/0.091/0.026/0.000 | IoU(text/kernel): 0.859/0.642 | Acc rec: 0.000
2022-12-06 17:34:38,812 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (41/783) LR: 0.000908 | Batch: 0.527s | Total: 0min | ETA: 7min | Loss: 0.179 | Loss(text/kernel/emb/rec): 0.059/0.093/0.027/0.000 | IoU(text/kernel): 0.858/0.640 | Acc rec: 0.000
2022-12-06 17:34:41,706 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (51/783) LR: 0.000908 | Batch: 0.480s | Total: 0min | ETA: 6min | Loss: 0.179 | Loss(text/kernel/emb/rec): 0.060/0.093/0.026/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:34:44,729 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (61/783) LR: 0.000907 | Batch: 0.451s | Total: 0min | ETA: 5min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.060/0.093/0.027/0.000 | IoU(text/kernel): 0.856/0.639 | Acc rec: 0.000
2022-12-06 17:34:47,775 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (71/783) LR: 0.000907 | Batch: 0.430s | Total: 1min | ETA: 5min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.060/0.094/0.027/0.000 | IoU(text/kernel): 0.855/0.637 | Acc rec: 0.000
2022-12-06 17:34:51,111 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (81/783) LR: 0.000906 | Batch: 0.418s | Total: 1min | ETA: 5min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.061/0.093/0.027/0.000 | IoU(text/kernel): 0.853/0.638 | Acc rec: 0.000
2022-12-06 17:34:54,865 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (91/783) LR: 0.000906 | Batch: 0.414s | Total: 1min | ETA: 5min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.060/0.093/0.027/0.000 | IoU(text/kernel): 0.854/0.638 | Acc rec: 0.000
2022-12-06 17:34:58,200 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (101/783) LR: 0.000906 | Batch: 0.406s | Total: 1min | ETA: 5min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.061/0.093/0.028/0.000 | IoU(text/kernel): 0.854/0.637 | Acc rec: 0.000
2022-12-06 17:35:02,001 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (111/783) LR: 0.000905 | Batch: 0.403s | Total: 1min | ETA: 5min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.060/0.093/0.027/0.000 | IoU(text/kernel): 0.855/0.637 | Acc rec: 0.000
2022-12-06 17:35:05,843 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (121/783) LR: 0.000905 | Batch: 0.402s | Total: 1min | ETA: 4min | Loss: 0.179 | Loss(text/kernel/emb/rec): 0.060/0.092/0.027/0.000 | IoU(text/kernel): 0.855/0.638 | Acc rec: 0.000
2022-12-06 17:35:09,223 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (131/783) LR: 0.000904 | Batch: 0.397s | Total: 1min | ETA: 4min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.061/0.093/0.027/0.000 | IoU(text/kernel): 0.853/0.636 | Acc rec: 0.000
2022-12-06 17:35:12,783 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (141/783) LR: 0.000904 | Batch: 0.394s | Total: 1min | ETA: 4min | Loss: 0.182 | Loss(text/kernel/emb/rec): 0.062/0.093/0.027/0.000 | IoU(text/kernel): 0.852/0.638 | Acc rec: 0.000
2022-12-06 17:35:16,335 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (151/783) LR: 0.000904 | Batch: 0.391s | Total: 1min | ETA: 4min | Loss: 0.183 | Loss(text/kernel/emb/rec): 0.062/0.093/0.027/0.000 | IoU(text/kernel): 0.852/0.636 | Acc rec: 0.000
2022-12-06 17:35:19,757 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (161/783) LR: 0.000903 | Batch: 0.388s | Total: 1min | ETA: 4min | Loss: 0.182 | Loss(text/kernel/emb/rec): 0.062/0.093/0.027/0.000 | IoU(text/kernel): 0.852/0.637 | Acc rec: 0.000
2022-12-06 17:35:23,302 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (171/783) LR: 0.000903 | Batch: 0.386s | Total: 1min | ETA: 4min | Loss: 0.182 | Loss(text/kernel/emb/rec): 0.062/0.093/0.028/0.000 | IoU(text/kernel): 0.852/0.637 | Acc rec: 0.000
2022-12-06 17:35:27,106 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (181/783) LR: 0.000903 | Batch: 0.386s | Total: 1min | ETA: 4min | Loss: 0.182 | Loss(text/kernel/emb/rec): 0.062/0.093/0.028/0.000 | IoU(text/kernel): 0.852/0.637 | Acc rec: 0.000
2022-12-06 17:35:30,461 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (191/783) LR: 0.000902 | Batch: 0.383s | Total: 1min | ETA: 4min | Loss: 0.182 | Loss(text/kernel/emb/rec): 0.061/0.093/0.028/0.000 | IoU(text/kernel): 0.853/0.637 | Acc rec: 0.000
2022-12-06 17:35:33,930 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (201/783) LR: 0.000902 | Batch: 0.382s | Total: 1min | ETA: 4min | Loss: 0.182 | Loss(text/kernel/emb/rec): 0.061/0.093/0.028/0.000 | IoU(text/kernel): 0.853/0.637 | Acc rec: 0.000
2022-12-06 17:35:37,359 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (211/783) LR: 0.000901 | Batch: 0.380s | Total: 1min | ETA: 4min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.061/0.093/0.028/0.000 | IoU(text/kernel): 0.853/0.637 | Acc rec: 0.000
2022-12-06 17:35:40,711 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (221/783) LR: 0.000901 | Batch: 0.378s | Total: 1min | ETA: 4min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.061/0.092/0.027/0.000 | IoU(text/kernel): 0.853/0.637 | Acc rec: 0.000
2022-12-06 17:35:44,136 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (231/783) LR: 0.000901 | Batch: 0.376s | Total: 1min | ETA: 3min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.061/0.092/0.027/0.000 | IoU(text/kernel): 0.853/0.638 | Acc rec: 0.000
2022-12-06 17:35:47,564 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (241/783) LR: 0.000900 | Batch: 0.375s | Total: 1min | ETA: 3min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.061/0.092/0.027/0.000 | IoU(text/kernel): 0.853/0.638 | Acc rec: 0.000
2022-12-06 17:35:51,196 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (251/783) LR: 0.000900 | Batch: 0.374s | Total: 2min | ETA: 3min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.061/0.092/0.027/0.000 | IoU(text/kernel): 0.853/0.638 | Acc rec: 0.000
2022-12-06 17:35:54,560 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (261/783) LR: 0.000899 | Batch: 0.373s | Total: 2min | ETA: 3min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.061/0.092/0.028/0.000 | IoU(text/kernel): 0.853/0.638 | Acc rec: 0.000
2022-12-06 17:35:57,836 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (271/783) LR: 0.000899 | Batch: 0.371s | Total: 2min | ETA: 3min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.061/0.092/0.027/0.000 | IoU(text/kernel): 0.853/0.638 | Acc rec: 0.000
2022-12-06 17:36:01,588 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (281/783) LR: 0.000899 | Batch: 0.371s | Total: 2min | ETA: 3min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.061/0.092/0.028/0.000 | IoU(text/kernel): 0.853/0.637 | Acc rec: 0.000
2022-12-06 17:36:04,618 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (291/783) LR: 0.000898 | Batch: 0.369s | Total: 2min | ETA: 3min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.061/0.092/0.028/0.000 | IoU(text/kernel): 0.853/0.637 | Acc rec: 0.000
2022-12-06 17:36:07,973 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (301/783) LR: 0.000898 | Batch: 0.368s | Total: 2min | ETA: 3min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.061/0.092/0.028/0.000 | IoU(text/kernel): 0.853/0.637 | Acc rec: 0.000
2022-12-06 17:36:11,586 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (311/783) LR: 0.000898 | Batch: 0.368s | Total: 2min | ETA: 3min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.061/0.092/0.027/0.000 | IoU(text/kernel): 0.853/0.637 | Acc rec: 0.000
2022-12-06 17:36:15,021 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (321/783) LR: 0.000897 | Batch: 0.367s | Total: 2min | ETA: 3min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.061/0.092/0.027/0.000 | IoU(text/kernel): 0.853/0.637 | Acc rec: 0.000
2022-12-06 17:36:19,026 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (331/783) LR: 0.000897 | Batch: 0.368s | Total: 2min | ETA: 3min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.061/0.092/0.027/0.000 | IoU(text/kernel): 0.853/0.637 | Acc rec: 0.000
2022-12-06 17:36:22,510 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (341/783) LR: 0.000896 | Batch: 0.367s | Total: 2min | ETA: 3min | Loss: 0.179 | Loss(text/kernel/emb/rec): 0.061/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.638 | Acc rec: 0.000
2022-12-06 17:36:26,137 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (351/783) LR: 0.000896 | Batch: 0.367s | Total: 2min | ETA: 3min | Loss: 0.179 | Loss(text/kernel/emb/rec): 0.061/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.638 | Acc rec: 0.000
2022-12-06 17:36:29,474 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (361/783) LR: 0.000896 | Batch: 0.366s | Total: 2min | ETA: 3min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.061/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.637 | Acc rec: 0.000
2022-12-06 17:36:32,820 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (371/783) LR: 0.000895 | Batch: 0.365s | Total: 2min | ETA: 3min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.061/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.637 | Acc rec: 0.000
2022-12-06 17:36:36,378 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (381/783) LR: 0.000895 | Batch: 0.365s | Total: 2min | ETA: 2min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.061/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.637 | Acc rec: 0.000
2022-12-06 17:36:39,707 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (391/783) LR: 0.000894 | Batch: 0.364s | Total: 2min | ETA: 2min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.060/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.638 | Acc rec: 0.000
2022-12-06 17:36:43,248 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (401/783) LR: 0.000894 | Batch: 0.364s | Total: 2min | ETA: 2min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.060/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.637 | Acc rec: 0.000
2022-12-06 17:36:46,585 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (411/783) LR: 0.000894 | Batch: 0.363s | Total: 2min | ETA: 2min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.060/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.637 | Acc rec: 0.000
2022-12-06 17:36:50,259 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (421/783) LR: 0.000893 | Batch: 0.363s | Total: 3min | ETA: 2min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.060/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.637 | Acc rec: 0.000
2022-12-06 17:36:53,763 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (431/783) LR: 0.000893 | Batch: 0.363s | Total: 3min | ETA: 2min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.060/0.093/0.027/0.000 | IoU(text/kernel): 0.854/0.637 | Acc rec: 0.000
2022-12-06 17:36:57,206 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (441/783) LR: 0.000892 | Batch: 0.363s | Total: 3min | ETA: 2min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.061/0.093/0.027/0.000 | IoU(text/kernel): 0.854/0.637 | Acc rec: 0.000
2022-12-06 17:37:00,526 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (451/783) LR: 0.000892 | Batch: 0.362s | Total: 3min | ETA: 2min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.061/0.093/0.027/0.000 | IoU(text/kernel): 0.854/0.637 | Acc rec: 0.000
2022-12-06 17:37:04,032 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (461/783) LR: 0.000892 | Batch: 0.362s | Total: 3min | ETA: 2min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.061/0.093/0.027/0.000 | IoU(text/kernel): 0.854/0.637 | Acc rec: 0.000
2022-12-06 17:37:07,454 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (471/783) LR: 0.000891 | Batch: 0.361s | Total: 3min | ETA: 2min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.061/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.637 | Acc rec: 0.000
2022-12-06 17:37:10,533 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (481/783) LR: 0.000891 | Batch: 0.360s | Total: 3min | ETA: 2min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.060/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.637 | Acc rec: 0.000
2022-12-06 17:37:13,769 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (491/783) LR: 0.000891 | Batch: 0.360s | Total: 3min | ETA: 2min | Loss: 0.180 | Loss(text/kernel/emb/rec): 0.060/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.637 | Acc rec: 0.000
2022-12-06 17:37:16,951 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (501/783) LR: 0.000890 | Batch: 0.359s | Total: 3min | ETA: 2min | Loss: 0.179 | Loss(text/kernel/emb/rec): 0.060/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.638 | Acc rec: 0.000
2022-12-06 17:37:20,219 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (511/783) LR: 0.000890 | Batch: 0.358s | Total: 3min | ETA: 2min | Loss: 0.179 | Loss(text/kernel/emb/rec): 0.060/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.638 | Acc rec: 0.000
2022-12-06 17:37:23,560 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (521/783) LR: 0.000889 | Batch: 0.358s | Total: 3min | ETA: 2min | Loss: 0.179 | Loss(text/kernel/emb/rec): 0.060/0.092/0.027/0.000 | IoU(text/kernel): 0.854/0.638 | Acc rec: 0.000
2022-12-06 17:37:26,656 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (531/783) LR: 0.000889 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.179 | Loss(text/kernel/emb/rec): 0.060/0.092/0.027/0.000 | IoU(text/kernel): 0.855/0.638 | Acc rec: 0.000
2022-12-06 17:37:29,758 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (541/783) LR: 0.000889 | Batch: 0.356s | Total: 3min | ETA: 1min | Loss: 0.179 | Loss(text/kernel/emb/rec): 0.060/0.092/0.027/0.000 | IoU(text/kernel): 0.855/0.638 | Acc rec: 0.000
2022-12-06 17:37:33,226 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (551/783) LR: 0.000888 | Batch: 0.356s | Total: 3min | ETA: 1min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.060/0.091/0.027/0.000 | IoU(text/kernel): 0.855/0.638 | Acc rec: 0.000
2022-12-06 17:37:36,967 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (561/783) LR: 0.000888 | Batch: 0.356s | Total: 3min | ETA: 1min | Loss: 0.179 | Loss(text/kernel/emb/rec): 0.060/0.091/0.027/0.000 | IoU(text/kernel): 0.855/0.638 | Acc rec: 0.000
2022-12-06 17:37:40,738 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (571/783) LR: 0.000887 | Batch: 0.356s | Total: 3min | ETA: 1min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.060/0.091/0.027/0.000 | IoU(text/kernel): 0.855/0.638 | Acc rec: 0.000
2022-12-06 17:37:44,294 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (581/783) LR: 0.000887 | Batch: 0.356s | Total: 3min | ETA: 1min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.060/0.091/0.027/0.000 | IoU(text/kernel): 0.855/0.638 | Acc rec: 0.000
2022-12-06 17:37:48,811 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (591/783) LR: 0.000887 | Batch: 0.358s | Total: 4min | ETA: 1min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.060/0.092/0.027/0.000 | IoU(text/kernel): 0.855/0.638 | Acc rec: 0.000
2022-12-06 17:37:52,759 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (601/783) LR: 0.000886 | Batch: 0.359s | Total: 4min | ETA: 1min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.060/0.091/0.027/0.000 | IoU(text/kernel): 0.855/0.638 | Acc rec: 0.000
2022-12-06 17:37:56,622 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (611/783) LR: 0.000886 | Batch: 0.359s | Total: 4min | ETA: 1min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.060/0.091/0.027/0.000 | IoU(text/kernel): 0.855/0.638 | Acc rec: 0.000
2022-12-06 17:37:59,956 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (621/783) LR: 0.000885 | Batch: 0.359s | Total: 4min | ETA: 1min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.060/0.091/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:03,407 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (631/783) LR: 0.000885 | Batch: 0.358s | Total: 4min | ETA: 1min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.060/0.091/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:06,764 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (641/783) LR: 0.000885 | Batch: 0.358s | Total: 4min | ETA: 1min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.060/0.091/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:10,596 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (651/783) LR: 0.000884 | Batch: 0.358s | Total: 4min | ETA: 1min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.059/0.091/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:14,015 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (661/783) LR: 0.000884 | Batch: 0.358s | Total: 4min | ETA: 1min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.060/0.092/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:17,425 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (671/783) LR: 0.000884 | Batch: 0.358s | Total: 4min | ETA: 1min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.059/0.092/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:20,924 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (681/783) LR: 0.000883 | Batch: 0.358s | Total: 4min | ETA: 1min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.059/0.091/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:24,305 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (691/783) LR: 0.000883 | Batch: 0.358s | Total: 4min | ETA: 1min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.059/0.092/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:27,693 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (701/783) LR: 0.000882 | Batch: 0.357s | Total: 4min | ETA: 0min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.059/0.092/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:31,254 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (711/783) LR: 0.000882 | Batch: 0.357s | Total: 4min | ETA: 0min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.059/0.092/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:34,671 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (721/783) LR: 0.000882 | Batch: 0.357s | Total: 4min | ETA: 0min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.059/0.092/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:38,263 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (731/783) LR: 0.000881 | Batch: 0.357s | Total: 4min | ETA: 0min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.059/0.092/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:41,657 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (741/783) LR: 0.000881 | Batch: 0.357s | Total: 4min | ETA: 0min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.059/0.092/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:45,140 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (751/783) LR: 0.000880 | Batch: 0.357s | Total: 4min | ETA: 0min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.059/0.092/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:48,339 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (761/783) LR: 0.000880 | Batch: 0.356s | Total: 5min | ETA: 0min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.059/0.092/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:50,843 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (771/783) LR: 0.000880 | Batch: 0.355s | Total: 5min | ETA: 0min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.059/0.092/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:53,249 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (781/783) LR: 0.000879 | Batch: 0.353s | Total: 5min | ETA: 0min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.059/0.092/0.027/0.000 | IoU(text/kernel): 0.856/0.638 | Acc rec: 0.000
2022-12-06 17:38:54,628 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3
2022-12-06 17:38:54,628 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO:
Epoch: [5 | 30]
2022-12-06 17:38:59,809 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (1/783) LR: 0.000879 | Batch: 5.178s | Total: 0min | ETA: 68min | Loss: 0.146 | Loss(text/kernel/emb/rec): 0.044/0.081/0.021/0.000 | IoU(text/kernel): 0.882/0.638 | Acc rec: 0.000
2022-12-06 17:39:05,601 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (11/783) LR: 0.000879 | Batch: 0.997s | Total: 0min | ETA: 13min | Loss: 0.181 | Loss(text/kernel/emb/rec): 0.060/0.094/0.026/0.000 | IoU(text/kernel): 0.856/0.639 | Acc rec: 0.000
2022-12-06 17:39:09,594 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (21/783) LR: 0.000878 | Batch: 0.713s | Total: 0min | ETA: 9min | Loss: 0.178 | Loss(text/kernel/emb/rec): 0.060/0.091/0.026/0.000 | IoU(text/kernel): 0.856/0.642 | Acc rec: 0.000
2022-12-06 17:39:13,283 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (31/783) LR: 0.000878 | Batch: 0.602s | Total: 0min | ETA: 8min | Loss: 0.176 | Loss(text/kernel/emb/rec): 0.060/0.090/0.027/0.000 | IoU(text/kernel): 0.855/0.643 | Acc rec: 0.000
2022-12-06 17:39:16,521 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (41/783) LR: 0.000878 | Batch: 0.534s | Total: 0min | ETA: 7min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.089/0.026/0.000 | IoU(text/kernel): 0.858/0.643 | Acc rec: 0.000
2022-12-06 17:39:19,341 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (51/783) LR: 0.000877 | Batch: 0.485s | Total: 0min | ETA: 6min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.089/0.026/0.000 | IoU(text/kernel): 0.858/0.641 | Acc rec: 0.000
2022-12-06 17:39:22,596 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (61/783) LR: 0.000877 | Batch: 0.458s | Total: 0min | ETA: 6min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.089/0.027/0.000 | IoU(text/kernel): 0.859/0.640 | Acc rec: 0.000
2022-12-06 17:39:26,111 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (71/783) LR: 0.000876 | Batch: 0.443s | Total: 1min | ETA: 5min | Loss: 0.177 | Loss(text/kernel/emb/rec): 0.059/0.091/0.027/0.000 | IoU(text/kernel): 0.856/0.636 | Acc rec: 0.000
2022-12-06 17:39:29,623 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (81/783) LR: 0.000876 | Batch: 0.432s | Total: 1min | ETA: 5min | Loss: 0.177 | Loss(text/kernel/emb/rec): 0.059/0.092/0.026/0.000 | IoU(text/kernel): 0.857/0.636 | Acc rec: 0.000
2022-12-06 17:39:33,246 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (91/783) LR: 0.000876 | Batch: 0.424s | Total: 1min | ETA: 5min | Loss: 0.176 | Loss(text/kernel/emb/rec): 0.059/0.091/0.026/0.000 | IoU(text/kernel): 0.857/0.635 | Acc rec: 0.000
2022-12-06 17:39:36,736 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (101/783) LR: 0.000875 | Batch: 0.417s | Total: 1min | ETA: 5min | Loss: 0.176 | Loss(text/kernel/emb/rec): 0.058/0.091/0.026/0.000 | IoU(text/kernel): 0.858/0.636 | Acc rec: 0.000
2022-12-06 17:39:40,219 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (111/783) LR: 0.000875 | Batch: 0.411s | Total: 1min | ETA: 5min | Loss: 0.175 | Loss(text/kernel/emb/rec): 0.058/0.091/0.026/0.000 | IoU(text/kernel): 0.858/0.636 | Acc rec: 0.000
2022-12-06 17:39:43,798 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (121/783) LR: 0.000874 | Batch: 0.406s | Total: 1min | ETA: 4min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.091/0.026/0.000 | IoU(text/kernel): 0.859/0.638 | Acc rec: 0.000
2022-12-06 17:39:47,443 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (131/783) LR: 0.000874 | Batch: 0.403s | Total: 1min | ETA: 4min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.639 | Acc rec: 0.000
2022-12-06 17:39:50,561 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (141/783) LR: 0.000874 | Batch: 0.397s | Total: 1min | ETA: 4min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.638 | Acc rec: 0.000
2022-12-06 17:39:54,335 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (151/783) LR: 0.000873 | Batch: 0.395s | Total: 1min | ETA: 4min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.089/0.025/0.000 | IoU(text/kernel): 0.858/0.638 | Acc rec: 0.000
2022-12-06 17:39:57,408 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (161/783) LR: 0.000873 | Batch: 0.390s | Total: 1min | ETA: 4min | Loss: 0.171 | Loss(text/kernel/emb/rec): 0.057/0.089/0.025/0.000 | IoU(text/kernel): 0.859/0.639 | Acc rec: 0.000
2022-12-06 17:40:00,692 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (171/783) LR: 0.000873 | Batch: 0.386s | Total: 1min | ETA: 4min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.057/0.089/0.025/0.000 | IoU(text/kernel): 0.860/0.639 | Acc rec: 0.000
2022-12-06 17:40:04,173 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (181/783) LR: 0.000872 | Batch: 0.384s | Total: 1min | ETA: 4min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.090/0.025/0.000 | IoU(text/kernel): 0.859/0.639 | Acc rec: 0.000
2022-12-06 17:40:07,581 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (191/783) LR: 0.000872 | Batch: 0.382s | Total: 1min | ETA: 4min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.089/0.025/0.000 | IoU(text/kernel): 0.859/0.639 | Acc rec: 0.000
2022-12-06 17:40:10,755 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (201/783) LR: 0.000871 | Batch: 0.379s | Total: 1min | ETA: 4min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.090/0.025/0.000 | IoU(text/kernel): 0.859/0.639 | Acc rec: 0.000
2022-12-06 17:40:13,961 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (211/783) LR: 0.000871 | Batch: 0.376s | Total: 1min | ETA: 4min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.058/0.089/0.025/0.000 | IoU(text/kernel): 0.858/0.639 | Acc rec: 0.000
2022-12-06 17:40:17,390 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (221/783) LR: 0.000871 | Batch: 0.374s | Total: 1min | ETA: 4min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.058/0.089/0.025/0.000 | IoU(text/kernel): 0.858/0.639 | Acc rec: 0.000
2022-12-06 17:40:20,818 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (231/783) LR: 0.000870 | Batch: 0.373s | Total: 1min | ETA: 3min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.639 | Acc rec: 0.000
2022-12-06 17:40:24,156 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (241/783) LR: 0.000870 | Batch: 0.371s | Total: 1min | ETA: 3min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.639 | Acc rec: 0.000
2022-12-06 17:40:27,522 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (251/783) LR: 0.000869 | Batch: 0.370s | Total: 2min | ETA: 3min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.639 | Acc rec: 0.000
2022-12-06 17:40:30,874 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (261/783) LR: 0.000869 | Batch: 0.369s | Total: 2min | ETA: 3min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.639 | Acc rec: 0.000
2022-12-06 17:40:34,001 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (271/783) LR: 0.000869 | Batch: 0.367s | Total: 2min | ETA: 3min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.639 | Acc rec: 0.000
2022-12-06 17:40:37,410 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (281/783) LR: 0.000868 | Batch: 0.366s | Total: 2min | ETA: 3min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.639 | Acc rec: 0.000
2022-12-06 17:40:40,902 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (291/783) LR: 0.000868 | Batch: 0.365s | Total: 2min | ETA: 3min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.639 | Acc rec: 0.000
2022-12-06 17:40:44,039 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (301/783) LR: 0.000867 | Batch: 0.363s | Total: 2min | ETA: 3min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.639 | Acc rec: 0.000
2022-12-06 17:40:47,433 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (311/783) LR: 0.000867 | Batch: 0.363s | Total: 2min | ETA: 3min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.639 | Acc rec: 0.000
2022-12-06 17:40:50,683 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (321/783) LR: 0.000867 | Batch: 0.362s | Total: 2min | ETA: 3min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.639 | Acc rec: 0.000
2022-12-06 17:40:54,006 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (331/783) LR: 0.000866 | Batch: 0.361s | Total: 2min | ETA: 3min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.639 | Acc rec: 0.000
2022-12-06 17:40:57,093 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (341/783) LR: 0.000866 | Batch: 0.359s | Total: 2min | ETA: 3min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.857/0.639 | Acc rec: 0.000
2022-12-06 17:41:00,615 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (351/783) LR: 0.000866 | Batch: 0.359s | Total: 2min | ETA: 3min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.640 | Acc rec: 0.000
2022-12-06 17:41:03,833 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (361/783) LR: 0.000865 | Batch: 0.358s | Total: 2min | ETA: 3min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.640 | Acc rec: 0.000
2022-12-06 17:41:07,115 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (371/783) LR: 0.000865 | Batch: 0.357s | Total: 2min | ETA: 2min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.640 | Acc rec: 0.000
2022-12-06 17:41:10,375 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (381/783) LR: 0.000864 | Batch: 0.356s | Total: 2min | ETA: 2min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.091/0.025/0.000 | IoU(text/kernel): 0.858/0.640 | Acc rec: 0.000
2022-12-06 17:41:13,698 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (391/783) LR: 0.000864 | Batch: 0.356s | Total: 2min | ETA: 2min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.091/0.025/0.000 | IoU(text/kernel): 0.858/0.640 | Acc rec: 0.000
2022-12-06 17:41:16,997 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (401/783) LR: 0.000864 | Batch: 0.355s | Total: 2min | ETA: 2min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.091/0.025/0.000 | IoU(text/kernel): 0.859/0.640 | Acc rec: 0.000
2022-12-06 17:41:20,211 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (411/783) LR: 0.000863 | Batch: 0.354s | Total: 2min | ETA: 2min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.859/0.640 | Acc rec: 0.000
2022-12-06 17:41:23,335 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (421/783) LR: 0.000863 | Batch: 0.353s | Total: 2min | ETA: 2min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.859/0.640 | Acc rec: 0.000
2022-12-06 17:41:26,723 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (431/783) LR: 0.000862 | Batch: 0.353s | Total: 3min | ETA: 2min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.859/0.640 | Acc rec: 0.000
2022-12-06 17:41:30,084 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (441/783) LR: 0.000862 | Batch: 0.352s | Total: 3min | ETA: 2min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.640 | Acc rec: 0.000
2022-12-06 17:41:33,438 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (451/783) LR: 0.000862 | Batch: 0.352s | Total: 3min | ETA: 2min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.640 | Acc rec: 0.000
2022-12-06 17:41:36,776 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (461/783) LR: 0.000861 | Batch: 0.352s | Total: 3min | ETA: 2min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.640 | Acc rec: 0.000
2022-12-06 17:41:40,239 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (471/783) LR: 0.000861 | Batch: 0.352s | Total: 3min | ETA: 2min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:41:43,318 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (481/783) LR: 0.000860 | Batch: 0.351s | Total: 3min | ETA: 2min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:41:46,759 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (491/783) LR: 0.000860 | Batch: 0.351s | Total: 3min | ETA: 2min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:41:50,257 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (501/783) LR: 0.000860 | Batch: 0.351s | Total: 3min | ETA: 2min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:41:53,551 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (511/783) LR: 0.000859 | Batch: 0.350s | Total: 3min | ETA: 2min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:41:56,707 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (521/783) LR: 0.000859 | Batch: 0.349s | Total: 3min | ETA: 2min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:42:00,005 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (531/783) LR: 0.000859 | Batch: 0.349s | Total: 3min | ETA: 1min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:42:03,400 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (541/783) LR: 0.000858 | Batch: 0.349s | Total: 3min | ETA: 1min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:42:06,821 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (551/783) LR: 0.000858 | Batch: 0.349s | Total: 3min | ETA: 1min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:42:09,921 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (561/783) LR: 0.000857 | Batch: 0.348s | Total: 3min | ETA: 1min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:42:13,435 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (571/783) LR: 0.000857 | Batch: 0.348s | Total: 3min | ETA: 1min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.057/0.090/0.025/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:42:16,877 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (581/783) LR: 0.000857 | Batch: 0.348s | Total: 3min | ETA: 1min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:42:20,102 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (591/783) LR: 0.000856 | Batch: 0.348s | Total: 3min | ETA: 1min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:42:23,673 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (601/783) LR: 0.000856 | Batch: 0.348s | Total: 3min | ETA: 1min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:42:26,841 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (611/783) LR: 0.000855 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:42:30,012 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (621/783) LR: 0.000855 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.057/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:42:33,671 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (631/783) LR: 0.000855 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.057/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:42:36,905 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (641/783) LR: 0.000854 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.057/0.090/0.026/0.000 | IoU(text/kernel): 0.859/0.641 | Acc rec: 0.000
2022-12-06 17:42:40,270 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (651/783) LR: 0.000854 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.057/0.090/0.026/0.000 | IoU(text/kernel): 0.860/0.641 | Acc rec: 0.000
2022-12-06 17:42:43,441 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (661/783) LR: 0.000853 | Batch: 0.346s | Total: 4min | ETA: 1min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.057/0.090/0.026/0.000 | IoU(text/kernel): 0.860/0.641 | Acc rec: 0.000
2022-12-06 17:42:46,755 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (671/783) LR: 0.000853 | Batch: 0.346s | Total: 4min | ETA: 1min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.057/0.090/0.026/0.000 | IoU(text/kernel): 0.860/0.641 | Acc rec: 0.000
2022-12-06 17:42:50,055 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (681/783) LR: 0.000853 | Batch: 0.346s | Total: 4min | ETA: 1min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.057/0.090/0.026/0.000 | IoU(text/kernel): 0.860/0.642 | Acc rec: 0.000
2022-12-06 17:42:53,505 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (691/783) LR: 0.000852 | Batch: 0.346s | Total: 4min | ETA: 1min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.090/0.026/0.000 | IoU(text/kernel): 0.860/0.642 | Acc rec: 0.000
2022-12-06 17:42:56,700 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (701/783) LR: 0.000852 | Batch: 0.345s | Total: 4min | ETA: 0min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.090/0.026/0.000 | IoU(text/kernel): 0.860/0.642 | Acc rec: 0.000
2022-12-06 17:42:59,967 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (711/783) LR: 0.000852 | Batch: 0.345s | Total: 4min | ETA: 0min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.090/0.026/0.000 | IoU(text/kernel): 0.860/0.642 | Acc rec: 0.000
2022-12-06 17:43:03,427 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (721/783) LR: 0.000851 | Batch: 0.345s | Total: 4min | ETA: 0min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.090/0.025/0.000 | IoU(text/kernel): 0.860/0.642 | Acc rec: 0.000
2022-12-06 17:43:06,563 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (731/783) LR: 0.000851 | Batch: 0.345s | Total: 4min | ETA: 0min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.090/0.025/0.000 | IoU(text/kernel): 0.860/0.642 | Acc rec: 0.000
2022-12-06 17:43:09,697 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (741/783) LR: 0.000850 | Batch: 0.344s | Total: 4min | ETA: 0min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.090/0.025/0.000 | IoU(text/kernel): 0.860/0.642 | Acc rec: 0.000
2022-12-06 17:43:13,286 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (751/783) LR: 0.000850 | Batch: 0.344s | Total: 4min | ETA: 0min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.090/0.025/0.000 | IoU(text/kernel): 0.860/0.642 | Acc rec: 0.000
2022-12-06 17:43:16,269 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (761/783) LR: 0.000850 | Batch: 0.344s | Total: 4min | ETA: 0min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.090/0.025/0.000 | IoU(text/kernel): 0.860/0.642 | Acc rec: 0.000
2022-12-06 17:43:18,652 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (771/783) LR: 0.000849 | Batch: 0.342s | Total: 4min | ETA: 0min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.090/0.025/0.000 | IoU(text/kernel): 0.860/0.642 | Acc rec: 0.000
2022-12-06 17:43:20,981 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (781/783) LR: 0.000849 | Batch: 0.341s | Total: 4min | ETA: 0min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.090/0.025/0.000 | IoU(text/kernel): 0.861/0.642 | Acc rec: 0.000
2022-12-06 17:43:22,260 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3
2022-12-06 17:43:22,260 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO:
Epoch: [6 | 30]
2022-12-06 17:43:29,607 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (1/783) LR: 0.000849 | Batch: 7.346s | Total: 0min | ETA: 96min | Loss: 0.130 | Loss(text/kernel/emb/rec): 0.047/0.068/0.016/0.000 | IoU(text/kernel): 0.880/0.671 | Acc rec: 0.000
2022-12-06 17:43:33,278 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (11/783) LR: 0.000848 | Batch: 1.002s | Total: 0min | ETA: 13min | Loss: 0.168 | Loss(text/kernel/emb/rec): 0.055/0.092/0.022/0.000 | IoU(text/kernel): 0.867/0.646 | Acc rec: 0.000
2022-12-06 17:43:37,319 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (21/783) LR: 0.000848 | Batch: 0.717s | Total: 0min | ETA: 9min | Loss: 0.167 | Loss(text/kernel/emb/rec): 0.054/0.086/0.027/0.000 | IoU(text/kernel): 0.869/0.648 | Acc rec: 0.000
2022-12-06 17:43:40,551 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (31/783) LR: 0.000847 | Batch: 0.590s | Total: 0min | ETA: 7min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.088/0.026/0.000 | IoU(text/kernel): 0.864/0.643 | Acc rec: 0.000
2022-12-06 17:43:43,808 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (41/783) LR: 0.000847 | Batch: 0.526s | Total: 0min | ETA: 7min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:43:46,640 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (51/783) LR: 0.000847 | Batch: 0.478s | Total: 0min | ETA: 6min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.057/0.089/0.024/0.000 | IoU(text/kernel): 0.862/0.643 | Acc rec: 0.000
2022-12-06 17:43:49,725 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (61/783) LR: 0.000846 | Batch: 0.450s | Total: 0min | ETA: 5min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.642 | Acc rec: 0.000
2022-12-06 17:43:53,252 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (71/783) LR: 0.000846 | Batch: 0.436s | Total: 1min | ETA: 5min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.059/0.090/0.025/0.000 | IoU(text/kernel): 0.858/0.643 | Acc rec: 0.000
2022-12-06 17:43:56,894 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (81/783) LR: 0.000846 | Batch: 0.428s | Total: 1min | ETA: 5min | Loss: 0.173 | Loss(text/kernel/emb/rec): 0.058/0.089/0.025/0.000 | IoU(text/kernel): 0.859/0.644 | Acc rec: 0.000
2022-12-06 17:44:00,459 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (91/783) LR: 0.000845 | Batch: 0.420s | Total: 1min | ETA: 5min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.058/0.089/0.025/0.000 | IoU(text/kernel): 0.860/0.644 | Acc rec: 0.000
2022-12-06 17:44:04,068 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (101/783) LR: 0.000845 | Batch: 0.414s | Total: 1min | ETA: 5min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.057/0.090/0.025/0.000 | IoU(text/kernel): 0.861/0.644 | Acc rec: 0.000
2022-12-06 17:44:07,667 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (111/783) LR: 0.000844 | Batch: 0.409s | Total: 1min | ETA: 5min | Loss: 0.171 | Loss(text/kernel/emb/rec): 0.057/0.090/0.025/0.000 | IoU(text/kernel): 0.861/0.645 | Acc rec: 0.000
2022-12-06 17:44:11,031 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (121/783) LR: 0.000844 | Batch: 0.403s | Total: 1min | ETA: 4min | Loss: 0.171 | Loss(text/kernel/emb/rec): 0.057/0.090/0.024/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:44:14,388 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (131/783) LR: 0.000844 | Batch: 0.398s | Total: 1min | ETA: 4min | Loss: 0.171 | Loss(text/kernel/emb/rec): 0.057/0.089/0.025/0.000 | IoU(text/kernel): 0.861/0.645 | Acc rec: 0.000
2022-12-06 17:44:17,866 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (141/783) LR: 0.000843 | Batch: 0.394s | Total: 1min | ETA: 4min | Loss: 0.171 | Loss(text/kernel/emb/rec): 0.057/0.089/0.025/0.000 | IoU(text/kernel): 0.861/0.644 | Acc rec: 0.000
2022-12-06 17:44:21,272 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (151/783) LR: 0.000843 | Batch: 0.391s | Total: 1min | ETA: 4min | Loss: 0.171 | Loss(text/kernel/emb/rec): 0.057/0.089/0.025/0.000 | IoU(text/kernel): 0.861/0.644 | Acc rec: 0.000
2022-12-06 17:44:24,835 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (161/783) LR: 0.000842 | Batch: 0.389s | Total: 1min | ETA: 4min | Loss: 0.171 | Loss(text/kernel/emb/rec): 0.057/0.089/0.025/0.000 | IoU(text/kernel): 0.861/0.644 | Acc rec: 0.000
2022-12-06 17:44:28,046 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (171/783) LR: 0.000842 | Batch: 0.385s | Total: 1min | ETA: 4min | Loss: 0.171 | Loss(text/kernel/emb/rec): 0.057/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:44:31,702 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (181/783) LR: 0.000842 | Batch: 0.384s | Total: 1min | ETA: 4min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.057/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:44:35,066 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (191/783) LR: 0.000841 | Batch: 0.381s | Total: 1min | ETA: 4min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:44:38,484 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (201/783) LR: 0.000841 | Batch: 0.379s | Total: 1min | ETA: 4min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:44:41,915 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (211/783) LR: 0.000840 | Batch: 0.377s | Total: 1min | ETA: 4min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:44:45,365 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (221/783) LR: 0.000840 | Batch: 0.376s | Total: 1min | ETA: 4min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:44:48,972 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (231/783) LR: 0.000840 | Batch: 0.375s | Total: 1min | ETA: 3min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:44:52,261 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (241/783) LR: 0.000839 | Batch: 0.373s | Total: 1min | ETA: 3min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:44:55,683 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (251/783) LR: 0.000839 | Batch: 0.372s | Total: 2min | ETA: 3min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:44:59,350 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (261/783) LR: 0.000839 | Batch: 0.372s | Total: 2min | ETA: 3min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:45:02,717 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (271/783) LR: 0.000838 | Batch: 0.371s | Total: 2min | ETA: 3min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:45:05,887 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (281/783) LR: 0.000838 | Batch: 0.369s | Total: 2min | ETA: 3min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:45:09,206 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (291/783) LR: 0.000837 | Batch: 0.367s | Total: 2min | ETA: 3min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:45:12,795 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (301/783) LR: 0.000837 | Batch: 0.367s | Total: 2min | ETA: 3min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:45:15,909 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (311/783) LR: 0.000837 | Batch: 0.365s | Total: 2min | ETA: 3min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:45:19,079 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (321/783) LR: 0.000836 | Batch: 0.364s | Total: 2min | ETA: 3min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:45:22,355 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (331/783) LR: 0.000836 | Batch: 0.363s | Total: 2min | ETA: 3min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:45:25,392 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (341/783) LR: 0.000835 | Batch: 0.361s | Total: 2min | ETA: 3min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:45:28,712 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (351/783) LR: 0.000835 | Batch: 0.360s | Total: 2min | ETA: 3min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:45:31,784 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (361/783) LR: 0.000835 | Batch: 0.359s | Total: 2min | ETA: 3min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:45:35,149 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (371/783) LR: 0.000834 | Batch: 0.358s | Total: 2min | ETA: 2min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:45:38,328 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (381/783) LR: 0.000834 | Batch: 0.357s | Total: 2min | ETA: 2min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:45:41,786 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (391/783) LR: 0.000833 | Batch: 0.357s | Total: 2min | ETA: 2min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:45:45,242 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (401/783) LR: 0.000833 | Batch: 0.357s | Total: 2min | ETA: 2min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:45:48,341 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (411/783) LR: 0.000833 | Batch: 0.355s | Total: 2min | ETA: 2min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:45:51,774 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (421/783) LR: 0.000832 | Batch: 0.355s | Total: 2min | ETA: 2min | Loss: 0.171 | Loss(text/kernel/emb/rec): 0.057/0.089/0.025/0.000 | IoU(text/kernel): 0.861/0.644 | Acc rec: 0.000
2022-12-06 17:45:55,564 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (431/783) LR: 0.000832 | Batch: 0.356s | Total: 3min | ETA: 2min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:45:59,293 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (441/783) LR: 0.000831 | Batch: 0.356s | Total: 3min | ETA: 2min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:46:03,023 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (451/783) LR: 0.000831 | Batch: 0.356s | Total: 3min | ETA: 2min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:46:06,797 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (461/783) LR: 0.000831 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:46:10,451 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (471/783) LR: 0.000830 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:46:13,998 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (481/783) LR: 0.000830 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.645 | Acc rec: 0.000
2022-12-06 17:46:17,362 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (491/783) LR: 0.000830 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:46:20,841 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (501/783) LR: 0.000829 | Batch: 0.356s | Total: 3min | ETA: 2min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:46:24,040 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (511/783) LR: 0.000829 | Batch: 0.356s | Total: 3min | ETA: 2min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:46:27,716 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (521/783) LR: 0.000828 | Batch: 0.356s | Total: 3min | ETA: 2min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:46:31,127 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (531/783) LR: 0.000828 | Batch: 0.356s | Total: 3min | ETA: 1min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:46:34,763 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (541/783) LR: 0.000828 | Batch: 0.356s | Total: 3min | ETA: 1min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:46:38,187 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (551/783) LR: 0.000827 | Batch: 0.356s | Total: 3min | ETA: 1min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:46:41,397 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (561/783) LR: 0.000827 | Batch: 0.355s | Total: 3min | ETA: 1min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:46:44,889 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (571/783) LR: 0.000826 | Batch: 0.355s | Total: 3min | ETA: 1min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:46:48,447 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (581/783) LR: 0.000826 | Batch: 0.355s | Total: 3min | ETA: 1min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:46:51,756 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (591/783) LR: 0.000826 | Batch: 0.354s | Total: 3min | ETA: 1min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:46:55,338 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (601/783) LR: 0.000825 | Batch: 0.355s | Total: 4min | ETA: 1min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:46:58,593 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (611/783) LR: 0.000825 | Batch: 0.354s | Total: 4min | ETA: 1min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:47:02,067 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (621/783) LR: 0.000824 | Batch: 0.354s | Total: 4min | ETA: 1min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.862/0.644 | Acc rec: 0.000
2022-12-06 17:47:05,458 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (631/783) LR: 0.000824 | Batch: 0.354s | Total: 4min | ETA: 1min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:47:08,536 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (641/783) LR: 0.000824 | Batch: 0.353s | Total: 4min | ETA: 1min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:47:12,136 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (651/783) LR: 0.000823 | Batch: 0.353s | Total: 4min | ETA: 1min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:47:15,701 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (661/783) LR: 0.000823 | Batch: 0.353s | Total: 4min | ETA: 1min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:47:18,891 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (671/783) LR: 0.000822 | Batch: 0.353s | Total: 4min | ETA: 1min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:47:22,191 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (681/783) LR: 0.000822 | Batch: 0.352s | Total: 4min | ETA: 1min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:47:25,577 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (691/783) LR: 0.000822 | Batch: 0.352s | Total: 4min | ETA: 1min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:47:28,964 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (701/783) LR: 0.000821 | Batch: 0.352s | Total: 4min | ETA: 0min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.089/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:47:32,585 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (711/783) LR: 0.000821 | Batch: 0.352s | Total: 4min | ETA: 0min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:47:36,016 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (721/783) LR: 0.000821 | Batch: 0.352s | Total: 4min | ETA: 0min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:47:39,288 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (731/783) LR: 0.000820 | Batch: 0.352s | Total: 4min | ETA: 0min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:47:42,866 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (741/783) LR: 0.000820 | Batch: 0.352s | Total: 4min | ETA: 0min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:47:46,154 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (751/783) LR: 0.000819 | Batch: 0.351s | Total: 4min | ETA: 0min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:47:48,959 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (761/783) LR: 0.000819 | Batch: 0.350s | Total: 4min | ETA: 0min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:47:51,567 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (771/783) LR: 0.000819 | Batch: 0.349s | Total: 4min | ETA: 0min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:47:54,070 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (781/783) LR: 0.000818 | Batch: 0.348s | Total: 5min | ETA: 0min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.088/0.025/0.000 | IoU(text/kernel): 0.863/0.645 | Acc rec: 0.000
2022-12-06 17:47:55,393 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3
2022-12-06 17:47:55,393 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO:
Epoch: [7 | 30]
2022-12-06 17:48:01,773 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (1/783) LR: 0.000818 | Batch: 6.379s | Total: 0min | ETA: 83min | Loss: 0.147 | Loss(text/kernel/emb/rec): 0.043/0.084/0.020/0.000 | IoU(text/kernel): 0.886/0.665 | Acc rec: 0.000
2022-12-06 17:48:06,339 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (11/783) LR: 0.000818 | Batch: 0.995s | Total: 0min | ETA: 13min | Loss: 0.161 | Loss(text/kernel/emb/rec): 0.053/0.085/0.023/0.000 | IoU(text/kernel): 0.869/0.645 | Acc rec: 0.000
2022-12-06 17:48:10,040 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (21/783) LR: 0.000817 | Batch: 0.697s | Total: 0min | ETA: 9min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.090/0.023/0.000 | IoU(text/kernel): 0.866/0.644 | Acc rec: 0.000
2022-12-06 17:48:13,561 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (31/783) LR: 0.000817 | Batch: 0.586s | Total: 0min | ETA: 7min | Loss: 0.172 | Loss(text/kernel/emb/rec): 0.056/0.093/0.024/0.000 | IoU(text/kernel): 0.866/0.646 | Acc rec: 0.000
2022-12-06 17:48:16,631 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (41/783) LR: 0.000816 | Batch: 0.518s | Total: 0min | ETA: 6min | Loss: 0.171 | Loss(text/kernel/emb/rec): 0.057/0.091/0.024/0.000 | IoU(text/kernel): 0.863/0.644 | Acc rec: 0.000
2022-12-06 17:48:19,429 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (51/783) LR: 0.000816 | Batch: 0.471s | Total: 0min | ETA: 6min | Loss: 0.170 | Loss(text/kernel/emb/rec): 0.056/0.090/0.023/0.000 | IoU(text/kernel): 0.865/0.646 | Acc rec: 0.000
2022-12-06 17:48:22,149 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (61/783) LR: 0.000816 | Batch: 0.439s | Total: 0min | ETA: 5min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.089/0.024/0.000 | IoU(text/kernel): 0.865/0.646 | Acc rec: 0.000
2022-12-06 17:48:25,617 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (71/783) LR: 0.000815 | Batch: 0.426s | Total: 0min | ETA: 5min | Loss: 0.169 | Loss(text/kernel/emb/rec): 0.056/0.089/0.024/0.000 | IoU(text/kernel): 0.865/0.646 | Acc rec: 0.000
2022-12-06 17:48:29,356 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (81/783) LR: 0.000815 | Batch: 0.419s | Total: 1min | ETA: 5min | Loss: 0.168 | Loss(text/kernel/emb/rec): 0.055/0.088/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:48:32,872 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (91/783) LR: 0.000815 | Batch: 0.412s | Total: 1min | ETA: 5min | Loss: 0.167 | Loss(text/kernel/emb/rec): 0.055/0.088/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:48:36,252 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (101/783) LR: 0.000814 | Batch: 0.405s | Total: 1min | ETA: 5min | Loss: 0.167 | Loss(text/kernel/emb/rec): 0.055/0.089/0.024/0.000 | IoU(text/kernel): 0.865/0.646 | Acc rec: 0.000
2022-12-06 17:48:39,829 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (111/783) LR: 0.000814 | Batch: 0.400s | Total: 1min | ETA: 4min | Loss: 0.166 | Loss(text/kernel/emb/rec): 0.055/0.088/0.023/0.000 | IoU(text/kernel): 0.866/0.648 | Acc rec: 0.000
2022-12-06 17:48:43,454 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (121/783) LR: 0.000813 | Batch: 0.397s | Total: 1min | ETA: 4min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.088/0.023/0.000 | IoU(text/kernel): 0.866/0.648 | Acc rec: 0.000
2022-12-06 17:48:46,675 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (131/783) LR: 0.000813 | Batch: 0.391s | Total: 1min | ETA: 4min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:48:49,909 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (141/783) LR: 0.000813 | Batch: 0.387s | Total: 1min | ETA: 4min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.648 | Acc rec: 0.000
2022-12-06 17:48:53,131 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (151/783) LR: 0.000812 | Batch: 0.382s | Total: 1min | ETA: 4min | Loss: 0.164 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:48:56,669 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (161/783) LR: 0.000812 | Batch: 0.381s | Total: 1min | ETA: 4min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:49:00,105 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (171/783) LR: 0.000811 | Batch: 0.378s | Total: 1min | ETA: 4min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.648 | Acc rec: 0.000
2022-12-06 17:49:03,348 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (181/783) LR: 0.000811 | Batch: 0.375s | Total: 1min | ETA: 4min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.648 | Acc rec: 0.000
2022-12-06 17:49:06,737 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (191/783) LR: 0.000811 | Batch: 0.374s | Total: 1min | ETA: 4min | Loss: 0.166 | Loss(text/kernel/emb/rec): 0.055/0.088/0.024/0.000 | IoU(text/kernel): 0.866/0.648 | Acc rec: 0.000
2022-12-06 17:49:10,197 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (201/783) LR: 0.000810 | Batch: 0.372s | Total: 1min | ETA: 4min | Loss: 0.166 | Loss(text/kernel/emb/rec): 0.055/0.088/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:49:13,637 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (211/783) LR: 0.000810 | Batch: 0.371s | Total: 1min | ETA: 4min | Loss: 0.166 | Loss(text/kernel/emb/rec): 0.054/0.088/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:49:16,885 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (221/783) LR: 0.000809 | Batch: 0.369s | Total: 1min | ETA: 3min | Loss: 0.167 | Loss(text/kernel/emb/rec): 0.055/0.088/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:49:20,215 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (231/783) LR: 0.000809 | Batch: 0.367s | Total: 1min | ETA: 3min | Loss: 0.167 | Loss(text/kernel/emb/rec): 0.055/0.088/0.024/0.000 | IoU(text/kernel): 0.865/0.647 | Acc rec: 0.000
2022-12-06 17:49:23,808 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (241/783) LR: 0.000809 | Batch: 0.367s | Total: 1min | ETA: 3min | Loss: 0.168 | Loss(text/kernel/emb/rec): 0.055/0.089/0.024/0.000 | IoU(text/kernel): 0.865/0.646 | Acc rec: 0.000
2022-12-06 17:49:27,036 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (251/783) LR: 0.000808 | Batch: 0.365s | Total: 2min | ETA: 3min | Loss: 0.168 | Loss(text/kernel/emb/rec): 0.055/0.088/0.024/0.000 | IoU(text/kernel): 0.865/0.646 | Acc rec: 0.000
2022-12-06 17:49:30,551 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (261/783) LR: 0.000808 | Batch: 0.365s | Total: 2min | ETA: 3min | Loss: 0.168 | Loss(text/kernel/emb/rec): 0.055/0.088/0.024/0.000 | IoU(text/kernel): 0.865/0.646 | Acc rec: 0.000
2022-12-06 17:49:34,056 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (271/783) LR: 0.000807 | Batch: 0.364s | Total: 2min | ETA: 3min | Loss: 0.168 | Loss(text/kernel/emb/rec): 0.055/0.088/0.024/0.000 | IoU(text/kernel): 0.865/0.647 | Acc rec: 0.000
2022-12-06 17:49:37,371 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (281/783) LR: 0.000807 | Batch: 0.363s | Total: 2min | ETA: 3min | Loss: 0.167 | Loss(text/kernel/emb/rec): 0.055/0.088/0.024/0.000 | IoU(text/kernel): 0.865/0.647 | Acc rec: 0.000
2022-12-06 17:49:40,975 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (291/783) LR: 0.000807 | Batch: 0.363s | Total: 2min | ETA: 3min | Loss: 0.167 | Loss(text/kernel/emb/rec): 0.055/0.088/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:49:44,158 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (301/783) LR: 0.000806 | Batch: 0.361s | Total: 2min | ETA: 3min | Loss: 0.167 | Loss(text/kernel/emb/rec): 0.055/0.088/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:49:47,391 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (311/783) LR: 0.000806 | Batch: 0.360s | Total: 2min | ETA: 3min | Loss: 0.167 | Loss(text/kernel/emb/rec): 0.055/0.088/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:49:50,970 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (321/783) LR: 0.000806 | Batch: 0.360s | Total: 2min | ETA: 3min | Loss: 0.166 | Loss(text/kernel/emb/rec): 0.055/0.088/0.024/0.000 | IoU(text/kernel): 0.865/0.647 | Acc rec: 0.000
2022-12-06 17:49:54,535 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (331/783) LR: 0.000805 | Batch: 0.360s | Total: 2min | ETA: 3min | Loss: 0.166 | Loss(text/kernel/emb/rec): 0.055/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:49:57,862 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (341/783) LR: 0.000805 | Batch: 0.359s | Total: 2min | ETA: 3min | Loss: 0.166 | Loss(text/kernel/emb/rec): 0.055/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:01,335 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (351/783) LR: 0.000804 | Batch: 0.359s | Total: 2min | ETA: 3min | Loss: 0.166 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:04,813 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (361/783) LR: 0.000804 | Batch: 0.358s | Total: 2min | ETA: 3min | Loss: 0.166 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.865/0.647 | Acc rec: 0.000
2022-12-06 17:50:08,032 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (371/783) LR: 0.000804 | Batch: 0.357s | Total: 2min | ETA: 2min | Loss: 0.166 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:11,522 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (381/783) LR: 0.000803 | Batch: 0.357s | Total: 2min | ETA: 2min | Loss: 0.166 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:14,671 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (391/783) LR: 0.000803 | Batch: 0.356s | Total: 2min | ETA: 2min | Loss: 0.166 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:17,886 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (401/783) LR: 0.000802 | Batch: 0.355s | Total: 2min | ETA: 2min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:21,647 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (411/783) LR: 0.000802 | Batch: 0.356s | Total: 2min | ETA: 2min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:24,771 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (421/783) LR: 0.000802 | Batch: 0.355s | Total: 2min | ETA: 2min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:28,103 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (431/783) LR: 0.000801 | Batch: 0.354s | Total: 3min | ETA: 2min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:31,604 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (441/783) LR: 0.000801 | Batch: 0.354s | Total: 3min | ETA: 2min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:34,973 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (451/783) LR: 0.000800 | Batch: 0.354s | Total: 3min | ETA: 2min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:38,267 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (461/783) LR: 0.000800 | Batch: 0.353s | Total: 3min | ETA: 2min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:41,689 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (471/783) LR: 0.000800 | Batch: 0.353s | Total: 3min | ETA: 2min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:45,233 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (481/783) LR: 0.000799 | Batch: 0.353s | Total: 3min | ETA: 2min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:48,331 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (491/783) LR: 0.000799 | Batch: 0.352s | Total: 3min | ETA: 2min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:52,103 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (501/783) LR: 0.000798 | Batch: 0.353s | Total: 3min | ETA: 2min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:55,507 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (511/783) LR: 0.000798 | Batch: 0.352s | Total: 3min | ETA: 2min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:50:58,595 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (521/783) LR: 0.000798 | Batch: 0.352s | Total: 3min | ETA: 2min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:51:01,850 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (531/783) LR: 0.000797 | Batch: 0.351s | Total: 3min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:51:05,594 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (541/783) LR: 0.000797 | Batch: 0.352s | Total: 3min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:51:08,856 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (551/783) LR: 0.000796 | Batch: 0.351s | Total: 3min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:51:12,138 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (561/783) LR: 0.000796 | Batch: 0.351s | Total: 3min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:51:15,557 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (571/783) LR: 0.000796 | Batch: 0.351s | Total: 3min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.866/0.647 | Acc rec: 0.000
2022-12-06 17:51:18,881 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (581/783) LR: 0.000795 | Batch: 0.350s | Total: 3min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.867/0.647 | Acc rec: 0.000
2022-12-06 17:51:22,319 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (591/783) LR: 0.000795 | Batch: 0.350s | Total: 3min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.867/0.647 | Acc rec: 0.000
2022-12-06 17:51:25,688 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (601/783) LR: 0.000795 | Batch: 0.350s | Total: 3min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:51:28,971 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (611/783) LR: 0.000794 | Batch: 0.350s | Total: 4min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:51:32,518 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (621/783) LR: 0.000794 | Batch: 0.350s | Total: 4min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.867/0.647 | Acc rec: 0.000
2022-12-06 17:51:35,919 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (631/783) LR: 0.000793 | Batch: 0.349s | Total: 4min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.867/0.647 | Acc rec: 0.000
2022-12-06 17:51:39,315 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (641/783) LR: 0.000793 | Batch: 0.349s | Total: 4min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:51:42,766 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (651/783) LR: 0.000793 | Batch: 0.349s | Total: 4min | ETA: 1min | Loss: 0.164 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:51:46,360 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (661/783) LR: 0.000792 | Batch: 0.349s | Total: 4min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:51:49,765 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (671/783) LR: 0.000792 | Batch: 0.349s | Total: 4min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:51:53,089 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (681/783) LR: 0.000791 | Batch: 0.349s | Total: 4min | ETA: 1min | Loss: 0.164 | Loss(text/kernel/emb/rec): 0.054/0.087/0.023/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:51:56,546 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (691/783) LR: 0.000791 | Batch: 0.349s | Total: 4min | ETA: 1min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.024/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:51:59,968 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (701/783) LR: 0.000791 | Batch: 0.349s | Total: 4min | ETA: 0min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.023/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:52:03,352 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (711/783) LR: 0.000790 | Batch: 0.349s | Total: 4min | ETA: 0min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.023/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:52:06,765 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (721/783) LR: 0.000790 | Batch: 0.349s | Total: 4min | ETA: 0min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.023/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:52:10,189 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (731/783) LR: 0.000789 | Batch: 0.349s | Total: 4min | ETA: 0min | Loss: 0.165 | Loss(text/kernel/emb/rec): 0.054/0.087/0.023/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:52:13,533 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (741/783) LR: 0.000789 | Batch: 0.348s | Total: 4min | ETA: 0min | Loss: 0.164 | Loss(text/kernel/emb/rec): 0.054/0.087/0.023/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:52:17,151 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (751/783) LR: 0.000789 | Batch: 0.349s | Total: 4min | ETA: 0min | Loss: 0.164 | Loss(text/kernel/emb/rec): 0.054/0.087/0.023/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:52:20,113 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (761/783) LR: 0.000788 | Batch: 0.348s | Total: 4min | ETA: 0min | Loss: 0.164 | Loss(text/kernel/emb/rec): 0.054/0.087/0.023/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:52:22,673 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (771/783) LR: 0.000788 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.164 | Loss(text/kernel/emb/rec): 0.054/0.087/0.023/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:52:25,191 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (781/783) LR: 0.000787 | Batch: 0.345s | Total: 4min | ETA: 0min | Loss: 0.164 | Loss(text/kernel/emb/rec): 0.054/0.087/0.023/0.000 | IoU(text/kernel): 0.867/0.648 | Acc rec: 0.000
2022-12-06 17:52:26,579 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3
2022-12-06 17:52:26,579 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO:
Epoch: [8 | 30]
2022-12-06 17:52:31,699 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (1/783) LR: 0.000787 | Batch: 5.118s | Total: 0min | ETA: 67min | Loss: 0.174 | Loss(text/kernel/emb/rec): 0.059/0.085/0.030/0.000 | IoU(text/kernel): 0.847/0.648 | Acc rec: 0.000
2022-12-06 17:52:35,824 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (11/783) LR: 0.000787 | Batch: 0.840s | Total: 0min | ETA: 11min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.082/0.023/0.000 | IoU(text/kernel): 0.871/0.651 | Acc rec: 0.000
2022-12-06 17:52:39,460 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (21/783) LR: 0.000787 | Batch: 0.613s | Total: 0min | ETA: 8min | Loss: 0.153 | Loss(text/kernel/emb/rec): 0.051/0.081/0.022/0.000 | IoU(text/kernel): 0.871/0.653 | Acc rec: 0.000
2022-12-06 17:52:42,583 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (31/783) LR: 0.000786 | Batch: 0.516s | Total: 0min | ETA: 6min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.082/0.024/0.000 | IoU(text/kernel): 0.871/0.650 | Acc rec: 0.000
2022-12-06 17:52:45,546 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (41/783) LR: 0.000786 | Batch: 0.463s | Total: 0min | ETA: 6min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.051/0.083/0.023/0.000 | IoU(text/kernel): 0.870/0.648 | Acc rec: 0.000
2022-12-06 17:52:48,986 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (51/783) LR: 0.000785 | Batch: 0.439s | Total: 0min | ETA: 5min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.083/0.023/0.000 | IoU(text/kernel): 0.872/0.649 | Acc rec: 0.000
2022-12-06 17:52:52,506 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (61/783) LR: 0.000785 | Batch: 0.425s | Total: 0min | ETA: 5min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.051/0.084/0.023/0.000 | IoU(text/kernel): 0.871/0.647 | Acc rec: 0.000
2022-12-06 17:52:55,827 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (71/783) LR: 0.000785 | Batch: 0.412s | Total: 0min | ETA: 5min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.051/0.083/0.023/0.000 | IoU(text/kernel): 0.871/0.649 | Acc rec: 0.000
2022-12-06 17:52:59,673 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (81/783) LR: 0.000784 | Batch: 0.409s | Total: 1min | ETA: 5min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.051/0.083/0.022/0.000 | IoU(text/kernel): 0.871/0.650 | Acc rec: 0.000
2022-12-06 17:53:03,335 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (91/783) LR: 0.000784 | Batch: 0.404s | Total: 1min | ETA: 5min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.051/0.084/0.022/0.000 | IoU(text/kernel): 0.870/0.650 | Acc rec: 0.000
2022-12-06 17:53:06,816 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (101/783) LR: 0.000783 | Batch: 0.398s | Total: 1min | ETA: 5min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.083/0.022/0.000 | IoU(text/kernel): 0.871/0.649 | Acc rec: 0.000
2022-12-06 17:53:10,026 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (111/783) LR: 0.000783 | Batch: 0.391s | Total: 1min | ETA: 4min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.083/0.022/0.000 | IoU(text/kernel): 0.870/0.650 | Acc rec: 0.000
2022-12-06 17:53:13,359 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (121/783) LR: 0.000783 | Batch: 0.387s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.052/0.084/0.023/0.000 | IoU(text/kernel): 0.869/0.649 | Acc rec: 0.000
2022-12-06 17:53:16,434 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (131/783) LR: 0.000782 | Batch: 0.381s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.083/0.023/0.000 | IoU(text/kernel): 0.869/0.649 | Acc rec: 0.000
2022-12-06 17:53:19,364 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (141/783) LR: 0.000782 | Batch: 0.374s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.083/0.023/0.000 | IoU(text/kernel): 0.870/0.650 | Acc rec: 0.000
2022-12-06 17:53:22,346 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (151/783) LR: 0.000781 | Batch: 0.369s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.052/0.084/0.023/0.000 | IoU(text/kernel): 0.869/0.650 | Acc rec: 0.000
2022-12-06 17:53:25,537 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (161/783) LR: 0.000781 | Batch: 0.366s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.083/0.023/0.000 | IoU(text/kernel): 0.870/0.650 | Acc rec: 0.000
2022-12-06 17:53:28,673 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (171/783) LR: 0.000781 | Batch: 0.363s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.084/0.023/0.000 | IoU(text/kernel): 0.870/0.650 | Acc rec: 0.000
2022-12-06 17:53:32,290 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (181/783) LR: 0.000780 | Batch: 0.363s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.084/0.023/0.000 | IoU(text/kernel): 0.870/0.650 | Acc rec: 0.000
2022-12-06 17:53:35,878 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (191/783) LR: 0.000780 | Batch: 0.363s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.052/0.084/0.023/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:53:39,746 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (201/783) LR: 0.000779 | Batch: 0.364s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.084/0.023/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:53:43,667 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (211/783) LR: 0.000779 | Batch: 0.365s | Total: 1min | ETA: 3min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.084/0.023/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:53:47,076 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (221/783) LR: 0.000779 | Batch: 0.364s | Total: 1min | ETA: 3min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.084/0.023/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:53:50,372 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (231/783) LR: 0.000778 | Batch: 0.363s | Total: 1min | ETA: 3min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.085/0.023/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:53:53,545 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (241/783) LR: 0.000778 | Batch: 0.361s | Total: 1min | ETA: 3min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.085/0.023/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:53:56,373 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (251/783) LR: 0.000777 | Batch: 0.358s | Total: 1min | ETA: 3min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.085/0.022/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:53:59,596 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (261/783) LR: 0.000777 | Batch: 0.356s | Total: 2min | ETA: 3min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.052/0.084/0.022/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:54:02,747 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (271/783) LR: 0.000777 | Batch: 0.355s | Total: 2min | ETA: 3min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.084/0.022/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:54:06,186 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (281/783) LR: 0.000776 | Batch: 0.354s | Total: 2min | ETA: 3min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.085/0.022/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:54:10,021 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (291/783) LR: 0.000776 | Batch: 0.355s | Total: 2min | ETA: 3min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.085/0.022/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:54:14,465 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (301/783) LR: 0.000775 | Batch: 0.358s | Total: 2min | ETA: 3min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.052/0.085/0.022/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:54:18,129 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (311/783) LR: 0.000775 | Batch: 0.359s | Total: 2min | ETA: 3min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:54:21,737 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (321/783) LR: 0.000775 | Batch: 0.359s | Total: 2min | ETA: 3min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.085/0.022/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:54:25,103 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (331/783) LR: 0.000774 | Batch: 0.358s | Total: 2min | ETA: 3min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.085/0.022/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:54:28,521 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (341/783) LR: 0.000774 | Batch: 0.358s | Total: 2min | ETA: 3min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.085/0.022/0.000 | IoU(text/kernel): 0.870/0.651 | Acc rec: 0.000
2022-12-06 17:54:32,095 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (351/783) LR: 0.000774 | Batch: 0.358s | Total: 2min | ETA: 3min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:54:35,253 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (361/783) LR: 0.000773 | Batch: 0.356s | Total: 2min | ETA: 3min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.651 | Acc rec: 0.000
2022-12-06 17:54:38,492 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (371/783) LR: 0.000773 | Batch: 0.356s | Total: 2min | ETA: 2min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:54:41,964 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (381/783) LR: 0.000772 | Batch: 0.355s | Total: 2min | ETA: 2min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:54:45,528 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (391/783) LR: 0.000772 | Batch: 0.355s | Total: 2min | ETA: 2min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:54:48,633 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (401/783) LR: 0.000772 | Batch: 0.354s | Total: 2min | ETA: 2min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:54:52,142 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (411/783) LR: 0.000771 | Batch: 0.354s | Total: 2min | ETA: 2min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.651 | Acc rec: 0.000
2022-12-06 17:54:55,626 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (421/783) LR: 0.000771 | Batch: 0.354s | Total: 2min | ETA: 2min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.651 | Acc rec: 0.000
2022-12-06 17:54:58,697 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (431/783) LR: 0.000770 | Batch: 0.353s | Total: 3min | ETA: 2min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.651 | Acc rec: 0.000
2022-12-06 17:55:02,202 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (441/783) LR: 0.000770 | Batch: 0.353s | Total: 3min | ETA: 2min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.651 | Acc rec: 0.000
2022-12-06 17:55:05,551 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (451/783) LR: 0.000770 | Batch: 0.352s | Total: 3min | ETA: 2min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.651 | Acc rec: 0.000
2022-12-06 17:55:08,913 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (461/783) LR: 0.000769 | Batch: 0.352s | Total: 3min | ETA: 2min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:12,062 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (471/783) LR: 0.000769 | Batch: 0.351s | Total: 3min | ETA: 2min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:15,547 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (481/783) LR: 0.000768 | Batch: 0.351s | Total: 3min | ETA: 2min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:18,950 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (491/783) LR: 0.000768 | Batch: 0.351s | Total: 3min | ETA: 2min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:22,482 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (501/783) LR: 0.000768 | Batch: 0.351s | Total: 3min | ETA: 2min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:25,628 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (511/783) LR: 0.000767 | Batch: 0.350s | Total: 3min | ETA: 2min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:29,225 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (521/783) LR: 0.000767 | Batch: 0.351s | Total: 3min | ETA: 2min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:32,479 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (531/783) LR: 0.000766 | Batch: 0.350s | Total: 3min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:35,821 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (541/783) LR: 0.000766 | Batch: 0.350s | Total: 3min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:39,210 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (551/783) LR: 0.000766 | Batch: 0.350s | Total: 3min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:42,568 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (561/783) LR: 0.000765 | Batch: 0.349s | Total: 3min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:45,859 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (571/783) LR: 0.000765 | Batch: 0.349s | Total: 3min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:49,411 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (581/783) LR: 0.000764 | Batch: 0.349s | Total: 3min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:52,485 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (591/783) LR: 0.000764 | Batch: 0.348s | Total: 3min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:55,871 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (601/783) LR: 0.000764 | Batch: 0.348s | Total: 3min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:55:59,365 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (611/783) LR: 0.000763 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:02,622 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (621/783) LR: 0.000763 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:06,022 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (631/783) LR: 0.000762 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:09,599 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (641/783) LR: 0.000762 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:12,805 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (651/783) LR: 0.000762 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:16,152 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (661/783) LR: 0.000761 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:19,416 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (671/783) LR: 0.000761 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:22,755 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (681/783) LR: 0.000761 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:26,278 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (691/783) LR: 0.000760 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:29,673 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (701/783) LR: 0.000760 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:32,998 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (711/783) LR: 0.000759 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:36,267 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (721/783) LR: 0.000759 | Batch: 0.346s | Total: 4min | ETA: 0min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.651 | Acc rec: 0.000
2022-12-06 17:56:39,997 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (731/783) LR: 0.000759 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:43,198 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (741/783) LR: 0.000758 | Batch: 0.346s | Total: 4min | ETA: 0min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:46,298 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (751/783) LR: 0.000758 | Batch: 0.346s | Total: 4min | ETA: 0min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:49,640 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (761/783) LR: 0.000757 | Batch: 0.346s | Total: 4min | ETA: 0min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:52,001 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (771/783) LR: 0.000757 | Batch: 0.344s | Total: 4min | ETA: 0min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.051/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:54,426 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (781/783) LR: 0.000757 | Batch: 0.343s | Total: 4min | ETA: 0min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.052/0.085/0.022/0.000 | IoU(text/kernel): 0.871/0.652 | Acc rec: 0.000
2022-12-06 17:56:55,790 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3
2022-12-06 17:56:55,790 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO:
Epoch: [9 | 30]
2022-12-06 17:57:03,342 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (1/783) LR: 0.000756 | Batch: 7.550s | Total: 0min | ETA: 99min | Loss: 0.183 | Loss(text/kernel/emb/rec): 0.059/0.102/0.022/0.000 | IoU(text/kernel): 0.856/0.643 | Acc rec: 0.000
2022-12-06 17:57:07,092 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (11/783) LR: 0.000756 | Batch: 1.027s | Total: 0min | ETA: 13min | Loss: 0.167 | Loss(text/kernel/emb/rec): 0.052/0.096/0.019/0.000 | IoU(text/kernel): 0.873/0.644 | Acc rec: 0.000
2022-12-06 17:57:10,641 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (21/783) LR: 0.000756 | Batch: 0.707s | Total: 0min | ETA: 9min | Loss: 0.166 | Loss(text/kernel/emb/rec): 0.053/0.093/0.020/0.000 | IoU(text/kernel): 0.873/0.651 | Acc rec: 0.000
2022-12-06 17:57:13,646 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (31/783) LR: 0.000755 | Batch: 0.576s | Total: 0min | ETA: 7min | Loss: 0.162 | Loss(text/kernel/emb/rec): 0.052/0.090/0.020/0.000 | IoU(text/kernel): 0.874/0.651 | Acc rec: 0.000
2022-12-06 17:57:16,560 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (41/783) LR: 0.000755 | Batch: 0.507s | Total: 0min | ETA: 6min | Loss: 0.161 | Loss(text/kernel/emb/rec): 0.052/0.089/0.020/0.000 | IoU(text/kernel): 0.873/0.650 | Acc rec: 0.000
2022-12-06 17:57:19,945 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (51/783) LR: 0.000754 | Batch: 0.474s | Total: 0min | ETA: 6min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.050/0.087/0.020/0.000 | IoU(text/kernel): 0.874/0.651 | Acc rec: 0.000
2022-12-06 17:57:23,356 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (61/783) LR: 0.000754 | Batch: 0.452s | Total: 0min | ETA: 5min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.050/0.087/0.020/0.000 | IoU(text/kernel): 0.875/0.652 | Acc rec: 0.000
2022-12-06 17:57:27,183 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (71/783) LR: 0.000754 | Batch: 0.442s | Total: 1min | ETA: 5min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.086/0.020/0.000 | IoU(text/kernel): 0.876/0.655 | Acc rec: 0.000
2022-12-06 17:57:30,535 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (81/783) LR: 0.000753 | Batch: 0.429s | Total: 1min | ETA: 5min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.085/0.020/0.000 | IoU(text/kernel): 0.876/0.656 | Acc rec: 0.000
2022-12-06 17:57:33,786 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (91/783) LR: 0.000753 | Batch: 0.418s | Total: 1min | ETA: 5min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.086/0.020/0.000 | IoU(text/kernel): 0.876/0.656 | Acc rec: 0.000
2022-12-06 17:57:37,365 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (101/783) LR: 0.000752 | Batch: 0.412s | Total: 1min | ETA: 5min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.086/0.020/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:57:40,850 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (111/783) LR: 0.000752 | Batch: 0.406s | Total: 1min | ETA: 5min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.085/0.020/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 17:57:44,160 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (121/783) LR: 0.000752 | Batch: 0.400s | Total: 1min | ETA: 4min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.085/0.020/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 17:57:47,500 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (131/783) LR: 0.000751 | Batch: 0.395s | Total: 1min | ETA: 4min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.085/0.020/0.000 | IoU(text/kernel): 0.876/0.656 | Acc rec: 0.000
2022-12-06 17:57:51,053 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (141/783) LR: 0.000751 | Batch: 0.392s | Total: 1min | ETA: 4min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.050/0.086/0.021/0.000 | IoU(text/kernel): 0.876/0.656 | Acc rec: 0.000
2022-12-06 17:57:54,156 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (151/783) LR: 0.000751 | Batch: 0.386s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.050/0.087/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:57:57,823 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (161/783) LR: 0.000750 | Batch: 0.385s | Total: 1min | ETA: 4min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.050/0.086/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:58:01,167 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (171/783) LR: 0.000750 | Batch: 0.382s | Total: 1min | ETA: 4min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.050/0.086/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:58:04,592 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (181/783) LR: 0.000749 | Batch: 0.380s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.050/0.086/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:58:07,937 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (191/783) LR: 0.000749 | Batch: 0.378s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.050/0.087/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:58:11,198 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (201/783) LR: 0.000749 | Batch: 0.375s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.050/0.087/0.021/0.000 | IoU(text/kernel): 0.875/0.655 | Acc rec: 0.000
2022-12-06 17:58:14,788 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (211/783) LR: 0.000748 | Batch: 0.374s | Total: 1min | ETA: 4min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.050/0.087/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:58:18,041 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (221/783) LR: 0.000748 | Batch: 0.372s | Total: 1min | ETA: 3min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.050/0.086/0.021/0.000 | IoU(text/kernel): 0.875/0.657 | Acc rec: 0.000
2022-12-06 17:58:21,222 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (231/783) LR: 0.000747 | Batch: 0.370s | Total: 1min | ETA: 3min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.050/0.086/0.021/0.000 | IoU(text/kernel): 0.876/0.656 | Acc rec: 0.000
2022-12-06 17:58:24,801 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (241/783) LR: 0.000747 | Batch: 0.369s | Total: 1min | ETA: 3min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.050/0.086/0.021/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 17:58:27,954 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (251/783) LR: 0.000747 | Batch: 0.367s | Total: 2min | ETA: 3min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.050/0.086/0.021/0.000 | IoU(text/kernel): 0.876/0.656 | Acc rec: 0.000
2022-12-06 17:58:31,340 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (261/783) LR: 0.000746 | Batch: 0.366s | Total: 2min | ETA: 3min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.050/0.086/0.021/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 17:58:34,670 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (271/783) LR: 0.000746 | Batch: 0.365s | Total: 2min | ETA: 3min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.050/0.086/0.021/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 17:58:38,083 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (281/783) LR: 0.000745 | Batch: 0.364s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.086/0.021/0.000 | IoU(text/kernel): 0.876/0.656 | Acc rec: 0.000
2022-12-06 17:58:41,279 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (291/783) LR: 0.000745 | Batch: 0.362s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 17:58:44,912 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (301/783) LR: 0.000745 | Batch: 0.363s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 17:58:48,189 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (311/783) LR: 0.000744 | Batch: 0.361s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 17:58:51,684 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (321/783) LR: 0.000744 | Batch: 0.361s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 17:58:54,692 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (331/783) LR: 0.000743 | Batch: 0.359s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:58:58,140 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (341/783) LR: 0.000743 | Batch: 0.359s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:59:01,713 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (351/783) LR: 0.000743 | Batch: 0.359s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.876/0.656 | Acc rec: 0.000
2022-12-06 17:59:04,902 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (361/783) LR: 0.000742 | Batch: 0.358s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 17:59:08,586 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (371/783) LR: 0.000742 | Batch: 0.358s | Total: 2min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.876/0.656 | Acc rec: 0.000
2022-12-06 17:59:11,814 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (381/783) LR: 0.000741 | Batch: 0.357s | Total: 2min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.876/0.656 | Acc rec: 0.000
2022-12-06 17:59:15,251 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (391/783) LR: 0.000741 | Batch: 0.357s | Total: 2min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.875/0.655 | Acc rec: 0.000
2022-12-06 17:59:18,766 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (401/783) LR: 0.000741 | Batch: 0.357s | Total: 2min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.875/0.655 | Acc rec: 0.000
2022-12-06 17:59:21,916 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (411/783) LR: 0.000740 | Batch: 0.356s | Total: 2min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.875/0.655 | Acc rec: 0.000
2022-12-06 17:59:25,273 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (421/783) LR: 0.000740 | Batch: 0.355s | Total: 2min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:59:28,825 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (431/783) LR: 0.000739 | Batch: 0.355s | Total: 3min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.876/0.656 | Acc rec: 0.000
2022-12-06 17:59:32,111 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (441/783) LR: 0.000739 | Batch: 0.354s | Total: 3min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:59:35,476 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (451/783) LR: 0.000739 | Batch: 0.354s | Total: 3min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:59:38,990 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (461/783) LR: 0.000738 | Batch: 0.354s | Total: 3min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:59:41,999 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (471/783) LR: 0.000738 | Batch: 0.353s | Total: 3min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:59:45,584 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (481/783) LR: 0.000737 | Batch: 0.353s | Total: 3min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:59:49,008 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (491/783) LR: 0.000737 | Batch: 0.353s | Total: 3min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:59:52,209 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (501/783) LR: 0.000737 | Batch: 0.352s | Total: 3min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 17:59:55,543 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (511/783) LR: 0.000736 | Batch: 0.352s | Total: 3min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 17:59:58,839 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (521/783) LR: 0.000736 | Batch: 0.351s | Total: 3min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.875/0.656 | Acc rec: 0.000
2022-12-06 18:00:01,946 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (531/783) LR: 0.000735 | Batch: 0.351s | Total: 3min | ETA: 1min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:00:05,452 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (541/783) LR: 0.000735 | Batch: 0.351s | Total: 3min | ETA: 1min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:00:08,776 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (551/783) LR: 0.000735 | Batch: 0.350s | Total: 3min | ETA: 1min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:00:12,054 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (561/783) LR: 0.000734 | Batch: 0.350s | Total: 3min | ETA: 1min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:00:15,554 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (571/783) LR: 0.000734 | Batch: 0.350s | Total: 3min | ETA: 1min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.085/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:00:19,111 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (581/783) LR: 0.000733 | Batch: 0.350s | Total: 3min | ETA: 1min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.085/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:00:22,289 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (591/783) LR: 0.000733 | Batch: 0.349s | Total: 3min | ETA: 1min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.085/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:00:25,817 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (601/783) LR: 0.000733 | Batch: 0.349s | Total: 3min | ETA: 1min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.085/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:00:28,822 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (611/783) LR: 0.000732 | Batch: 0.349s | Total: 4min | ETA: 1min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.085/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:00:32,074 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (621/783) LR: 0.000732 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:00:35,413 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (631/783) LR: 0.000731 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:00:38,774 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (641/783) LR: 0.000731 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:00:42,086 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (651/783) LR: 0.000731 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:00:45,557 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (661/783) LR: 0.000730 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:00:48,993 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (671/783) LR: 0.000730 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:00:52,338 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (681/783) LR: 0.000730 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:00:55,784 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (691/783) LR: 0.000729 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:00:59,003 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (701/783) LR: 0.000729 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:01:02,453 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (711/783) LR: 0.000728 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:01:06,223 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (721/783) LR: 0.000728 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:01:09,459 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (731/783) LR: 0.000728 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:01:12,872 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (741/783) LR: 0.000727 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:01:16,211 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (751/783) LR: 0.000727 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:01:19,034 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (761/783) LR: 0.000726 | Batch: 0.346s | Total: 4min | ETA: 0min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:01:21,444 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (771/783) LR: 0.000726 | Batch: 0.345s | Total: 4min | ETA: 0min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:01:23,821 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (781/783) LR: 0.000726 | Batch: 0.343s | Total: 4min | ETA: 0min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:01:25,117 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3
2022-12-06 18:01:25,117 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO:
Epoch: [10 | 30]
2022-12-06 18:01:29,517 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (1/783) LR: 0.000725 | Batch: 4.399s | Total: 0min | ETA: 57min | Loss: 0.144 | Loss(text/kernel/emb/rec): 0.047/0.078/0.020/0.000 | IoU(text/kernel): 0.884/0.669 | Acc rec: 0.000
2022-12-06 18:01:33,997 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (11/783) LR: 0.000725 | Batch: 0.807s | Total: 0min | ETA: 10min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.049/0.083/0.022/0.000 | IoU(text/kernel): 0.876/0.650 | Acc rec: 0.000
2022-12-06 18:01:37,495 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (21/783) LR: 0.000725 | Batch: 0.589s | Total: 0min | ETA: 7min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.049/0.088/0.021/0.000 | IoU(text/kernel): 0.878/0.652 | Acc rec: 0.000
2022-12-06 18:01:41,017 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (31/783) LR: 0.000724 | Batch: 0.513s | Total: 0min | ETA: 6min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.050/0.088/0.021/0.000 | IoU(text/kernel): 0.875/0.655 | Acc rec: 0.000
2022-12-06 18:01:44,603 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (41/783) LR: 0.000724 | Batch: 0.475s | Total: 0min | ETA: 6min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.050/0.087/0.021/0.000 | IoU(text/kernel): 0.875/0.655 | Acc rec: 0.000
2022-12-06 18:01:48,149 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (51/783) LR: 0.000723 | Batch: 0.452s | Total: 0min | ETA: 6min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.049/0.086/0.020/0.000 | IoU(text/kernel): 0.876/0.656 | Acc rec: 0.000
2022-12-06 18:01:51,750 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (61/783) LR: 0.000723 | Batch: 0.437s | Total: 0min | ETA: 5min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.049/0.085/0.020/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 18:01:55,099 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (71/783) LR: 0.000723 | Batch: 0.422s | Total: 0min | ETA: 5min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 18:01:58,396 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (81/783) LR: 0.000722 | Batch: 0.411s | Total: 1min | ETA: 5min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.049/0.084/0.021/0.000 | IoU(text/kernel): 0.876/0.656 | Acc rec: 0.000
2022-12-06 18:02:01,447 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (91/783) LR: 0.000722 | Batch: 0.399s | Total: 1min | ETA: 5min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:02:04,648 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (101/783) LR: 0.000721 | Batch: 0.391s | Total: 1min | ETA: 4min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.085/0.021/0.000 | IoU(text/kernel): 0.874/0.655 | Acc rec: 0.000
2022-12-06 18:02:07,698 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (111/783) LR: 0.000721 | Batch: 0.384s | Total: 1min | ETA: 4min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:02:11,083 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (121/783) LR: 0.000721 | Batch: 0.380s | Total: 1min | ETA: 4min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:02:14,766 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (131/783) LR: 0.000720 | Batch: 0.379s | Total: 1min | ETA: 4min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:02:18,435 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (141/783) LR: 0.000720 | Batch: 0.378s | Total: 1min | ETA: 4min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.051/0.085/0.021/0.000 | IoU(text/kernel): 0.873/0.655 | Acc rec: 0.000
2022-12-06 18:02:22,621 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (151/783) LR: 0.000719 | Batch: 0.381s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.086/0.021/0.000 | IoU(text/kernel): 0.873/0.656 | Acc rec: 0.000
2022-12-06 18:02:26,639 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (161/783) LR: 0.000719 | Batch: 0.382s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.086/0.021/0.000 | IoU(text/kernel): 0.873/0.655 | Acc rec: 0.000
2022-12-06 18:02:30,071 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (171/783) LR: 0.000719 | Batch: 0.380s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.086/0.021/0.000 | IoU(text/kernel): 0.873/0.655 | Acc rec: 0.000
2022-12-06 18:02:33,522 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (181/783) LR: 0.000718 | Batch: 0.378s | Total: 1min | ETA: 4min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.051/0.085/0.021/0.000 | IoU(text/kernel): 0.873/0.655 | Acc rec: 0.000
2022-12-06 18:02:37,179 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (191/783) LR: 0.000718 | Batch: 0.377s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.086/0.022/0.000 | IoU(text/kernel): 0.873/0.655 | Acc rec: 0.000
2022-12-06 18:02:40,488 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (201/783) LR: 0.000717 | Batch: 0.375s | Total: 1min | ETA: 4min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.085/0.021/0.000 | IoU(text/kernel): 0.873/0.655 | Acc rec: 0.000
2022-12-06 18:02:43,803 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (211/783) LR: 0.000717 | Batch: 0.373s | Total: 1min | ETA: 4min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.051/0.085/0.021/0.000 | IoU(text/kernel): 0.873/0.655 | Acc rec: 0.000
2022-12-06 18:02:47,215 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (221/783) LR: 0.000717 | Batch: 0.371s | Total: 1min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.085/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:02:50,273 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (231/783) LR: 0.000716 | Batch: 0.369s | Total: 1min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:02:53,535 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (241/783) LR: 0.000716 | Batch: 0.367s | Total: 1min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:02:57,303 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (251/783) LR: 0.000715 | Batch: 0.367s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:03:00,420 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (261/783) LR: 0.000715 | Batch: 0.365s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:03:03,952 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (271/783) LR: 0.000715 | Batch: 0.365s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:03:07,449 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (281/783) LR: 0.000714 | Batch: 0.364s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:03:10,859 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (291/783) LR: 0.000714 | Batch: 0.363s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:03:14,507 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (301/783) LR: 0.000713 | Batch: 0.363s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:03:17,948 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (311/783) LR: 0.000713 | Batch: 0.363s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.084/0.021/0.000 | IoU(text/kernel): 0.873/0.655 | Acc rec: 0.000
2022-12-06 18:03:21,465 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (321/783) LR: 0.000713 | Batch: 0.362s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.873/0.656 | Acc rec: 0.000
2022-12-06 18:03:24,789 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (331/783) LR: 0.000712 | Batch: 0.362s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:03:28,066 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (341/783) LR: 0.000712 | Batch: 0.361s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:03:31,471 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (351/783) LR: 0.000712 | Batch: 0.360s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.084/0.021/0.000 | IoU(text/kernel): 0.873/0.655 | Acc rec: 0.000
2022-12-06 18:03:34,759 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (361/783) LR: 0.000711 | Batch: 0.359s | Total: 2min | ETA: 3min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.084/0.021/0.000 | IoU(text/kernel): 0.873/0.655 | Acc rec: 0.000
2022-12-06 18:03:38,337 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (371/783) LR: 0.000711 | Batch: 0.359s | Total: 2min | ETA: 2min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.051/0.085/0.021/0.000 | IoU(text/kernel): 0.873/0.656 | Acc rec: 0.000
2022-12-06 18:03:42,020 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (381/783) LR: 0.000710 | Batch: 0.359s | Total: 2min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.085/0.021/0.000 | IoU(text/kernel): 0.873/0.656 | Acc rec: 0.000
2022-12-06 18:03:45,234 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (391/783) LR: 0.000710 | Batch: 0.358s | Total: 2min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.084/0.021/0.000 | IoU(text/kernel): 0.873/0.656 | Acc rec: 0.000
2022-12-06 18:03:48,630 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (401/783) LR: 0.000710 | Batch: 0.358s | Total: 2min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.085/0.021/0.000 | IoU(text/kernel): 0.873/0.656 | Acc rec: 0.000
2022-12-06 18:03:52,193 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (411/783) LR: 0.000709 | Batch: 0.358s | Total: 2min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:03:55,588 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (421/783) LR: 0.000709 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:03:59,131 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (431/783) LR: 0.000708 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:04:02,459 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (441/783) LR: 0.000708 | Batch: 0.357s | Total: 3min | ETA: 2min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.051/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:04:05,785 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (451/783) LR: 0.000708 | Batch: 0.356s | Total: 3min | ETA: 2min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:04:09,185 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (461/783) LR: 0.000707 | Batch: 0.356s | Total: 3min | ETA: 2min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.051/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:04:12,737 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (471/783) LR: 0.000707 | Batch: 0.356s | Total: 3min | ETA: 2min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.051/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:04:15,967 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (481/783) LR: 0.000706 | Batch: 0.355s | Total: 3min | ETA: 2min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.051/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:04:19,379 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (491/783) LR: 0.000706 | Batch: 0.355s | Total: 3min | ETA: 2min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.051/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:04:22,855 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (501/783) LR: 0.000706 | Batch: 0.355s | Total: 3min | ETA: 2min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:04:26,213 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (511/783) LR: 0.000705 | Batch: 0.354s | Total: 3min | ETA: 2min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:04:29,590 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (521/783) LR: 0.000705 | Batch: 0.354s | Total: 3min | ETA: 2min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:04:33,248 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (531/783) LR: 0.000704 | Batch: 0.354s | Total: 3min | ETA: 1min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:04:36,573 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (541/783) LR: 0.000704 | Batch: 0.354s | Total: 3min | ETA: 1min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:04:40,073 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (551/783) LR: 0.000704 | Batch: 0.354s | Total: 3min | ETA: 1min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:04:43,788 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (561/783) LR: 0.000703 | Batch: 0.354s | Total: 3min | ETA: 1min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.084/0.021/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:04:47,024 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (571/783) LR: 0.000703 | Batch: 0.354s | Total: 3min | ETA: 1min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:04:50,484 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (581/783) LR: 0.000702 | Batch: 0.353s | Total: 3min | ETA: 1min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:04:53,881 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (591/783) LR: 0.000702 | Batch: 0.353s | Total: 3min | ETA: 1min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:04:57,090 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (601/783) LR: 0.000702 | Batch: 0.353s | Total: 4min | ETA: 1min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:00,654 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (611/783) LR: 0.000701 | Batch: 0.353s | Total: 4min | ETA: 1min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:04,057 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (621/783) LR: 0.000701 | Batch: 0.353s | Total: 4min | ETA: 1min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:07,433 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (631/783) LR: 0.000700 | Batch: 0.352s | Total: 4min | ETA: 1min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:10,791 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (641/783) LR: 0.000700 | Batch: 0.352s | Total: 4min | ETA: 1min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:14,205 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (651/783) LR: 0.000700 | Batch: 0.352s | Total: 4min | ETA: 1min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:17,547 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (661/783) LR: 0.000699 | Batch: 0.352s | Total: 4min | ETA: 1min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:21,061 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (671/783) LR: 0.000699 | Batch: 0.352s | Total: 4min | ETA: 1min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:24,461 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (681/783) LR: 0.000698 | Batch: 0.351s | Total: 4min | ETA: 1min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:28,010 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (691/783) LR: 0.000698 | Batch: 0.351s | Total: 4min | ETA: 1min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:31,307 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (701/783) LR: 0.000698 | Batch: 0.351s | Total: 4min | ETA: 0min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:34,769 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (711/783) LR: 0.000697 | Batch: 0.351s | Total: 4min | ETA: 0min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:38,377 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (721/783) LR: 0.000697 | Batch: 0.351s | Total: 4min | ETA: 0min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:41,777 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (731/783) LR: 0.000696 | Batch: 0.351s | Total: 4min | ETA: 0min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:45,216 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (741/783) LR: 0.000696 | Batch: 0.351s | Total: 4min | ETA: 0min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:48,682 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (751/783) LR: 0.000696 | Batch: 0.351s | Total: 4min | ETA: 0min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:51,639 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (761/783) LR: 0.000695 | Batch: 0.350s | Total: 4min | ETA: 0min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:54,037 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (771/783) LR: 0.000695 | Batch: 0.349s | Total: 4min | ETA: 0min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:56,603 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (781/783) LR: 0.000694 | Batch: 0.348s | Total: 5min | ETA: 0min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.050/0.083/0.021/0.000 | IoU(text/kernel): 0.874/0.657 | Acc rec: 0.000
2022-12-06 18:05:57,983 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3
2022-12-06 18:05:57,984 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO:
Epoch: [11 | 30]
2022-12-06 18:06:03,053 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (1/783) LR: 0.000694 | Batch: 5.069s | Total: 0min | ETA: 66min | Loss: 0.210 | Loss(text/kernel/emb/rec): 0.069/0.128/0.013/0.000 | IoU(text/kernel): 0.869/0.635 | Acc rec: 0.000
2022-12-06 18:06:08,092 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (11/783) LR: 0.000694 | Batch: 0.919s | Total: 0min | ETA: 12min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.046/0.088/0.020/0.000 | IoU(text/kernel): 0.882/0.663 | Acc rec: 0.000
2022-12-06 18:06:11,480 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (21/783) LR: 0.000693 | Batch: 0.643s | Total: 0min | ETA: 8min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.047/0.086/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:06:14,396 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (31/783) LR: 0.000693 | Batch: 0.529s | Total: 0min | ETA: 7min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.050/0.089/0.020/0.000 | IoU(text/kernel): 0.875/0.653 | Acc rec: 0.000
2022-12-06 18:06:17,787 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (41/783) LR: 0.000693 | Batch: 0.483s | Total: 0min | ETA: 6min | Loss: 0.158 | Loss(text/kernel/emb/rec): 0.051/0.088/0.019/0.000 | IoU(text/kernel): 0.874/0.656 | Acc rec: 0.000
2022-12-06 18:06:21,663 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (51/783) LR: 0.000692 | Batch: 0.464s | Total: 0min | ETA: 6min | Loss: 0.156 | Loss(text/kernel/emb/rec): 0.050/0.087/0.019/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 18:06:24,958 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (61/783) LR: 0.000692 | Batch: 0.442s | Total: 0min | ETA: 5min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.086/0.019/0.000 | IoU(text/kernel): 0.875/0.657 | Acc rec: 0.000
2022-12-06 18:06:28,412 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (71/783) LR: 0.000691 | Batch: 0.429s | Total: 0min | ETA: 5min | Loss: 0.153 | Loss(text/kernel/emb/rec): 0.049/0.085/0.019/0.000 | IoU(text/kernel): 0.876/0.656 | Acc rec: 0.000
2022-12-06 18:06:32,126 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (81/783) LR: 0.000691 | Batch: 0.421s | Total: 1min | ETA: 5min | Loss: 0.152 | Loss(text/kernel/emb/rec): 0.049/0.084/0.020/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 18:06:35,608 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (91/783) LR: 0.000691 | Batch: 0.413s | Total: 1min | ETA: 5min | Loss: 0.153 | Loss(text/kernel/emb/rec): 0.049/0.084/0.020/0.000 | IoU(text/kernel): 0.876/0.659 | Acc rec: 0.000
2022-12-06 18:06:39,118 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (101/783) LR: 0.000690 | Batch: 0.407s | Total: 1min | ETA: 5min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.050/0.085/0.020/0.000 | IoU(text/kernel): 0.875/0.657 | Acc rec: 0.000
2022-12-06 18:06:42,308 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (111/783) LR: 0.000690 | Batch: 0.399s | Total: 1min | ETA: 4min | Loss: 0.154 | Loss(text/kernel/emb/rec): 0.049/0.084/0.020/0.000 | IoU(text/kernel): 0.876/0.658 | Acc rec: 0.000
2022-12-06 18:06:45,965 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (121/783) LR: 0.000689 | Batch: 0.397s | Total: 1min | ETA: 4min | Loss: 0.153 | Loss(text/kernel/emb/rec): 0.049/0.084/0.020/0.000 | IoU(text/kernel): 0.876/0.658 | Acc rec: 0.000
2022-12-06 18:06:49,183 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (131/783) LR: 0.000689 | Batch: 0.391s | Total: 1min | ETA: 4min | Loss: 0.152 | Loss(text/kernel/emb/rec): 0.049/0.083/0.020/0.000 | IoU(text/kernel): 0.876/0.659 | Acc rec: 0.000
2022-12-06 18:06:52,914 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (141/783) LR: 0.000689 | Batch: 0.390s | Total: 1min | ETA: 4min | Loss: 0.152 | Loss(text/kernel/emb/rec): 0.049/0.083/0.020/0.000 | IoU(text/kernel): 0.876/0.658 | Acc rec: 0.000
2022-12-06 18:06:56,223 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (151/783) LR: 0.000688 | Batch: 0.386s | Total: 1min | ETA: 4min | Loss: 0.152 | Loss(text/kernel/emb/rec): 0.049/0.083/0.020/0.000 | IoU(text/kernel): 0.876/0.657 | Acc rec: 0.000
2022-12-06 18:06:59,619 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (161/783) LR: 0.000688 | Batch: 0.383s | Total: 1min | ETA: 4min | Loss: 0.152 | Loss(text/kernel/emb/rec): 0.049/0.084/0.020/0.000 | IoU(text/kernel): 0.876/0.658 | Acc rec: 0.000
2022-12-06 18:07:02,956 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (171/783) LR: 0.000687 | Batch: 0.380s | Total: 1min | ETA: 4min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.049/0.083/0.020/0.000 | IoU(text/kernel): 0.877/0.658 | Acc rec: 0.000
2022-12-06 18:07:06,163 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (181/783) LR: 0.000687 | Batch: 0.377s | Total: 1min | ETA: 4min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.048/0.083/0.020/0.000 | IoU(text/kernel): 0.877/0.659 | Acc rec: 0.000
2022-12-06 18:07:09,435 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (191/783) LR: 0.000687 | Batch: 0.374s | Total: 1min | ETA: 4min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:07:12,846 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (201/783) LR: 0.000686 | Batch: 0.372s | Total: 1min | ETA: 4min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:07:15,988 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (211/783) LR: 0.000686 | Batch: 0.370s | Total: 1min | ETA: 4min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.048/0.083/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:07:19,279 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (221/783) LR: 0.000685 | Batch: 0.368s | Total: 1min | ETA: 3min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.049/0.083/0.020/0.000 | IoU(text/kernel): 0.877/0.659 | Acc rec: 0.000
2022-12-06 18:07:22,804 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (231/783) LR: 0.000685 | Batch: 0.367s | Total: 1min | ETA: 3min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.048/0.083/0.020/0.000 | IoU(text/kernel): 0.877/0.659 | Acc rec: 0.000
2022-12-06 18:07:26,227 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (241/783) LR: 0.000685 | Batch: 0.366s | Total: 1min | ETA: 3min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:07:29,708 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (251/783) LR: 0.000684 | Batch: 0.365s | Total: 2min | ETA: 3min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.048/0.083/0.020/0.000 | IoU(text/kernel): 0.877/0.658 | Acc rec: 0.000
2022-12-06 18:07:33,212 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (261/783) LR: 0.000684 | Batch: 0.365s | Total: 2min | ETA: 3min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.049/0.083/0.020/0.000 | IoU(text/kernel): 0.877/0.658 | Acc rec: 0.000
2022-12-06 18:07:36,251 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (271/783) LR: 0.000683 | Batch: 0.363s | Total: 2min | ETA: 3min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.048/0.083/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:07:39,676 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (281/783) LR: 0.000683 | Batch: 0.362s | Total: 2min | ETA: 3min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.048/0.083/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:07:43,186 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (291/783) LR: 0.000683 | Batch: 0.361s | Total: 2min | ETA: 3min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.048/0.083/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:07:46,558 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (301/783) LR: 0.000682 | Batch: 0.361s | Total: 2min | ETA: 3min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.048/0.083/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:07:49,956 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (311/783) LR: 0.000682 | Batch: 0.360s | Total: 2min | ETA: 3min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.048/0.083/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:07:53,654 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (321/783) LR: 0.000681 | Batch: 0.360s | Total: 2min | ETA: 3min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.083/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:07:57,010 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (331/783) LR: 0.000681 | Batch: 0.360s | Total: 2min | ETA: 3min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.083/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:00,456 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (341/783) LR: 0.000681 | Batch: 0.359s | Total: 2min | ETA: 3min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:03,680 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (351/783) LR: 0.000680 | Batch: 0.358s | Total: 2min | ETA: 3min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:07,003 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (361/783) LR: 0.000680 | Batch: 0.357s | Total: 2min | ETA: 3min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:10,226 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (371/783) LR: 0.000679 | Batch: 0.356s | Total: 2min | ETA: 2min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:13,655 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (381/783) LR: 0.000679 | Batch: 0.356s | Total: 2min | ETA: 2min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:17,035 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (391/783) LR: 0.000679 | Batch: 0.356s | Total: 2min | ETA: 2min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:20,262 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (401/783) LR: 0.000678 | Batch: 0.355s | Total: 2min | ETA: 2min | Loss: 0.149 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:23,647 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (411/783) LR: 0.000678 | Batch: 0.354s | Total: 2min | ETA: 2min | Loss: 0.149 | Loss(text/kernel/emb/rec): 0.048/0.082/0.019/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:26,913 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (421/783) LR: 0.000677 | Batch: 0.354s | Total: 2min | ETA: 2min | Loss: 0.149 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:30,259 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (431/783) LR: 0.000677 | Batch: 0.353s | Total: 3min | ETA: 2min | Loss: 0.149 | Loss(text/kernel/emb/rec): 0.048/0.082/0.019/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:33,788 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (441/783) LR: 0.000677 | Batch: 0.353s | Total: 3min | ETA: 2min | Loss: 0.149 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:37,353 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (451/783) LR: 0.000676 | Batch: 0.353s | Total: 3min | ETA: 2min | Loss: 0.149 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:40,456 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (461/783) LR: 0.000676 | Batch: 0.352s | Total: 3min | ETA: 2min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:43,623 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (471/783) LR: 0.000675 | Batch: 0.352s | Total: 3min | ETA: 2min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:47,143 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (481/783) LR: 0.000675 | Batch: 0.352s | Total: 3min | ETA: 2min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:50,370 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (491/783) LR: 0.000675 | Batch: 0.351s | Total: 3min | ETA: 2min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.658 | Acc rec: 0.000
2022-12-06 18:08:53,876 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (501/783) LR: 0.000674 | Batch: 0.351s | Total: 3min | ETA: 2min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.048/0.083/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:08:57,287 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (511/783) LR: 0.000674 | Batch: 0.351s | Total: 3min | ETA: 2min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:09:00,832 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (521/783) LR: 0.000673 | Batch: 0.351s | Total: 3min | ETA: 2min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:09:04,076 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (531/783) LR: 0.000673 | Batch: 0.350s | Total: 3min | ETA: 1min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:09:07,778 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (541/783) LR: 0.000673 | Batch: 0.351s | Total: 3min | ETA: 1min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:09:10,791 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (551/783) LR: 0.000672 | Batch: 0.350s | Total: 3min | ETA: 1min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:09:13,984 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (561/783) LR: 0.000672 | Batch: 0.349s | Total: 3min | ETA: 1min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:09:17,265 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (571/783) LR: 0.000671 | Batch: 0.349s | Total: 3min | ETA: 1min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.659 | Acc rec: 0.000
2022-12-06 18:09:20,221 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (581/783) LR: 0.000671 | Batch: 0.348s | Total: 3min | ETA: 1min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.660 | Acc rec: 0.000
2022-12-06 18:09:23,244 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (591/783) LR: 0.000671 | Batch: 0.347s | Total: 3min | ETA: 1min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.878/0.660 | Acc rec: 0.000
2022-12-06 18:09:26,552 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (601/783) LR: 0.000670 | Batch: 0.347s | Total: 3min | ETA: 1min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:09:29,862 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (611/783) LR: 0.000670 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.149 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:09:33,315 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (621/783) LR: 0.000669 | Batch: 0.347s | Total: 4min | ETA: 1min | Loss: 0.149 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:09:37,451 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (631/783) LR: 0.000669 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.149 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:09:41,065 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (641/783) LR: 0.000669 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.149 | Loss(text/kernel/emb/rec): 0.048/0.082/0.019/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:09:44,529 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (651/783) LR: 0.000668 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.019/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:09:48,009 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (661/783) LR: 0.000668 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.019/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:09:51,311 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (671/783) LR: 0.000667 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.019/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:09:54,902 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (681/783) LR: 0.000667 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:09:58,130 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (691/783) LR: 0.000667 | Batch: 0.348s | Total: 4min | ETA: 1min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:10:01,424 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (701/783) LR: 0.000666 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:10:04,677 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (711/783) LR: 0.000666 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:10:08,281 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (721/783) LR: 0.000665 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:10:11,741 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (731/783) LR: 0.000665 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:10:14,771 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (741/783) LR: 0.000665 | Batch: 0.347s | Total: 4min | ETA: 0min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:10:18,008 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (751/783) LR: 0.000664 | Batch: 0.346s | Total: 4min | ETA: 0min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:10:20,732 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (761/783) LR: 0.000664 | Batch: 0.345s | Total: 4min | ETA: 0min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:10:23,019 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (771/783) LR: 0.000663 | Batch: 0.344s | Total: 4min | ETA: 0min | Loss: 0.149 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:10:25,413 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (781/783) LR: 0.000663 | Batch: 0.342s | Total: 4min | ETA: 0min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.048/0.082/0.020/0.000 | IoU(text/kernel): 0.879/0.660 | Acc rec: 0.000
2022-12-06 18:10:26,755 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3
2022-12-06 18:10:26,755 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO:
Epoch: [12 | 30]
2022-12-06 18:10:31,214 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (1/783) LR: 0.000663 | Batch: 4.458s | Total: 0min | ETA: 58min | Loss: 0.222 | Loss(text/kernel/emb/rec): 0.064/0.140/0.019/0.000 | IoU(text/kernel): 0.862/0.643 | Acc rec: 0.000
2022-12-06 18:10:37,168 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (11/783) LR: 0.000663 | Batch: 0.947s | Total: 0min | ETA: 12min | Loss: 0.161 | Loss(text/kernel/emb/rec): 0.053/0.089/0.018/0.000 | IoU(text/kernel): 0.873/0.664 | Acc rec: 0.000
2022-12-06 18:10:40,655 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (21/783) LR: 0.000662 | Batch: 0.662s | Total: 0min | ETA: 8min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.051/0.085/0.019/0.000 | IoU(text/kernel): 0.875/0.666 | Acc rec: 0.000
2022-12-06 18:10:44,443 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (31/783) LR: 0.000662 | Batch: 0.571s | Total: 0min | ETA: 7min | Loss: 0.159 | Loss(text/kernel/emb/rec): 0.053/0.087/0.018/0.000 | IoU(text/kernel): 0.873/0.661 | Acc rec: 0.000
2022-12-06 18:10:47,841 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (41/783) LR: 0.000661 | Batch: 0.514s | Total: 0min | ETA: 6min | Loss: 0.157 | Loss(text/kernel/emb/rec): 0.053/0.085/0.018/0.000 | IoU(text/kernel): 0.873/0.661 | Acc rec: 0.000
2022-12-06 18:10:51,541 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (51/783) LR: 0.000661 | Batch: 0.486s | Total: 0min | ETA: 6min | Loss: 0.155 | Loss(text/kernel/emb/rec): 0.052/0.084/0.019/0.000 | IoU(text/kernel): 0.874/0.660 | Acc rec: 0.000
2022-12-06 18:10:55,465 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (61/783) LR: 0.000661 | Batch: 0.471s | Total: 0min | ETA: 6min | Loss: 0.153 | Loss(text/kernel/emb/rec): 0.051/0.084/0.019/0.000 | IoU(text/kernel): 0.875/0.660 | Acc rec: 0.000
2022-12-06 18:10:58,755 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (71/783) LR: 0.000660 | Batch: 0.451s | Total: 1min | ETA: 5min | Loss: 0.151 | Loss(text/kernel/emb/rec): 0.050/0.082/0.019/0.000 | IoU(text/kernel): 0.875/0.663 | Acc rec: 0.000
2022-12-06 18:11:02,206 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (81/783) LR: 0.000660 | Batch: 0.438s | Total: 1min | ETA: 5min | Loss: 0.150 | Loss(text/kernel/emb/rec): 0.050/0.081/0.018/0.000 | IoU(text/kernel): 0.875/0.664 | Acc rec: 0.000
2022-12-06 18:11:05,643 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (91/783) LR: 0.000659 | Batch: 0.427s | Total: 1min | ETA: 5min | Loss: 0.149 | Loss(text/kernel/emb/rec): 0.050/0.081/0.018/0.000 | IoU(text/kernel): 0.876/0.663 | Acc rec: 0.000
2022-12-06 18:11:08,977 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (101/783) LR: 0.000659 | Batch: 0.418s | Total: 1min | ETA: 5min | Loss: 0.149 | Loss(text/kernel/emb/rec): 0.049/0.082/0.018/0.000 | IoU(text/kernel): 0.877/0.663 | Acc rec: 0.000
2022-12-06 18:11:12,162 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (111/783) LR: 0.000659 | Batch: 0.409s | Total: 1min | ETA: 5min | Loss: 0.148 | Loss(text/kernel/emb/rec): 0.049/0.081/0.018/0.000 | IoU(text/kernel): 0.877/0.663 | Acc rec: 0.000
2022-12-06 18:11:15,684 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (121/783) LR: 0.000658 | Batch: 0.404s | Total: 1min | ETA: 4min | Loss: 0.147 | Loss(text/kernel/emb/rec): 0.049/0.080/0.018/0.000 | IoU(text/kernel): 0.878/0.664 | Acc rec: 0.000
2022-12-06 18:11:18,906 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (131/783) LR: 0.000658 | Batch: 0.398s | Total: 1min | ETA: 4min | Loss: 0.147 | Loss(text/kernel/emb/rec): 0.048/0.080/0.018/0.000 | IoU(text/kernel): 0.879/0.663 | Acc rec: 0.000
2022-12-06 18:11:22,349 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (141/783) LR: 0.000657 | Batch: 0.394s | Total: 1min | ETA: 4min | Loss: 0.147 | Loss(text/kernel/emb/rec): 0.048/0.081/0.018/0.000 | IoU(text/kernel): 0.878/0.662 | Acc rec: 0.000
2022-12-06 18:11:25,681 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (151/783) LR: 0.000657 | Batch: 0.390s | Total: 1min | ETA: 4min | Loss: 0.147 | Loss(text/kernel/emb/rec): 0.048/0.081/0.018/0.000 | IoU(text/kernel): 0.879/0.663 | Acc rec: 0.000
2022-12-06 18:11:29,237 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (161/783) LR: 0.000657 | Batch: 0.388s | Total: 1min | ETA: 4min | Loss: 0.147 | Loss(text/kernel/emb/rec): 0.048/0.080/0.018/0.000 | IoU(text/kernel): 0.879/0.663 | Acc rec: 0.000
2022-12-06 18:11:32,417 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (171/783) LR: 0.000656 | Batch: 0.384s | Total: 1min | ETA: 4min | Loss: 0.147 | Loss(text/kernel/emb/rec): 0.048/0.081/0.018/0.000 | IoU(text/kernel): 0.879/0.663 | Acc rec: 0.000
2022-12-06 18:11:35,886 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (181/783) LR: 0.000656 | Batch: 0.382s | Total: 1min | ETA: 4min | Loss: 0.147 | Loss(text/kernel/emb/rec): 0.048/0.081/0.018/0.000 | IoU(text/kernel): 0.879/0.663 | Acc rec: 0.000
2022-12-06 18:11:39,325 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (191/783) LR: 0.000655 | Batch: 0.380s | Total: 1min | ETA: 4min | Loss: 0.147 | Loss(text/kernel/emb/rec): 0.048/0.081/0.018/0.000 | IoU(text/kernel): 0.879/0.663 | Acc rec: 0.000
2022-12-06 18:11:42,623 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (201/783) LR: 0.000655 | Batch: 0.377s | Total: 1min | ETA: 4min | Loss: 0.147 | Loss(text/kernel/emb/rec): 0.048/0.081/0.018/0.000 | IoU(text/kernel): 0.879/0.663 | Acc rec: 0.000
2022-12-06 18:11:46,040 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (211/783) LR: 0.000655 | Batch: 0.376s | Total: 1min | ETA: 4min | Loss: 0.147 | Loss(text/kernel/emb/rec): 0.048/0.081/0.018/0.000 | IoU(text/kernel): 0.879/0.663 | Acc rec: 0.000
2022-12-06 18:11:49,605 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (221/783) LR: 0.000654 | Batch: 0.375s | Total: 1min | ETA: 4min | Loss: 0.147 | Loss(text/kernel/emb/rec): 0.048/0.081/0.018/0.000 | IoU(text/kernel): 0.880/0.663 | Acc rec: 0.000
2022-12-06 18:11:52,959 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (231/783) LR: 0.000654 | Batch: 0.373s | Total: 1min | ETA: 3min | Loss: 0.147 | Loss(text/kernel/emb/rec): 0.048/0.081/0.018/0.000 | IoU(text/kernel): 0.880/0.663 | Acc rec: 0.000
2022-12-06 18:11:56,192 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (241/783) LR: 0.000653 | Batch: 0.371s | Total: 1min | ETA: 3min | Loss: 0.147 | Loss(text/kernel/emb/rec): 0.048/0.081/0.018/0.000 | IoU(text/kernel): 0.880/0.663 | Acc rec: 0.000
2022-12-06 18:11:59,623 fast_small_tt_640_finetune_ic17mlt_in1k_lr1e-3.py INFO: (251/783) LR: 0.000653 | Batch: 0.370s | Total: 2min | ETA: 3min | Loss: 0.146 | Loss(text/kernel/emb/rec): 0.048/0.081/0.018/0.000 | IoU(text/kernel): 0.880/0.663 | Acc rec: 0.000