Migrate model checkpoints from Git LFS
Browse files- DeepLabV3+/best.pt +3 -0
- DeepLabV3+/last.pt +3 -0
- DeepLabV3+/status.json +30 -0
- SegFormer-B0/best.pt +3 -0
- SegFormer-B0/last.pt +3 -0
- SegFormer-B0/status.json +41 -0
- U-Net++/best.pt +3 -0
- U-Net++/last.pt +3 -0
- U-Net++/status.json +30 -0
- U-Net/best.pt +3 -0
- U-Net/last.pt +3 -0
- U-Net/status.json +57 -0
DeepLabV3+/best.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4fd73dc76a4fe58e61873d4d00aeb80da489328762529326c9aa8536a9769b8f
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size 28457538
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DeepLabV3+/last.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c63732075c2634d5c6112a646e406ac0e5fb659ea3d7576ff6ee88d775068b08
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size 28457538
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DeepLabV3+/status.json
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{
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"pid": 131372,
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"time": "2026-07-08 22:08:33",
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"model": "DeepLabV3+",
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"state": "finished",
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"best_epoch": 10,
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"best_val_Dice": 0.7373395086207821,
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"test": {
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"mIoU": 0.9590992819209623,
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"IoU_fg": 0.9323235894003763,
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"IoU_bg": 0.9858749744415483,
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"Dice": 0.9649766680017479,
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"Accuracy": 0.9881758295912337,
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"Precision": 0.9817160417030807,
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"Recall": 0.9487985745089986,
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"Loss": 0.08172347243779744
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},
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"profile": {
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"Params_M": 2.362081,
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"FLOPs_G": 6.909263872,
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"FPS": 328.0073687313374,
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"Latency_ms": 3.048711996525526
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},
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"device": "cuda",
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"micro_batch_size": 6,
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"grad_accum_steps": 2,
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"effective_batch_size": 12,
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"target_accuracy": 0.92,
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"passed": true
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}
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SegFormer-B0/best.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2b2f0eae61a922e92775e3a403d12871bd9a1e9e31798b867cb712abfa8163f2
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size 48783024
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SegFormer-B0/last.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:944f8b414e6fc01788237c003f09fa3fa7fad9837f7f358ef019aed0f382e7cc
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size 48783024
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SegFormer-B0/status.json
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{
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"pid": 6456,
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"time": "2026-07-09 02:14:12",
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"model": "SegFormer-B0",
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"state": "finished",
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"best_epoch": 13,
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"best_val_Dice": 0.7518555633407615,
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"test": {
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"mIoU": 0.9668504105984645,
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"IoU_fg": 0.9451401419759894,
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"IoU_bg": 0.9885606792209398,
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"Dice": 0.9717964496027105,
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"Accuracy": 0.990443976856024,
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"Precision": 0.9849993442382406,
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"Recall": 0.958942815708071,
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"Loss": 0.07322242219754603
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},
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"profile": {
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"Params_M": 4.046129,
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"FLOPs_G": 53.129510912,
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"FPS": 38.99342679812418,
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"Latency_ms": 25.645348001271486
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},
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"device": "cuda",
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"micro_batch_size": 4,
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"grad_accum_steps": 2,
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"effective_batch_size": 8,
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"aug_repeat": 1,
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"threshold": 0.5,
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"target_metric": "all",
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"target_metrics": [
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"mIoU",
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"Dice",
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"Accuracy",
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"Precision",
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"Recall"
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],
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"target_value": 0.92,
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"target_accuracy": 0.92,
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"passed": true
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}
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U-Net++/best.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c23e9c3403797a506fbce64f72ebcb4b95b5ce2b11b9dd9b97810b1a6f3a6316
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size 110055412
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U-Net++/last.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:28fc27765ca8d0672550c4f819f9853bc0eb175c9080aad22e09446c16fe6292
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size 110055412
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U-Net++/status.json
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{
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"pid": 153200,
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"time": "2026-07-08 21:49:03",
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"model": "U-Net++",
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"state": "finished",
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"best_epoch": 3,
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"best_val_Dice": 0.7229887770741491,
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"test": {
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"mIoU": 0.938716356529431,
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"IoU_fg": 0.8986403320558197,
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| 11 |
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"IoU_bg": 0.9787923810030421,
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| 12 |
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"Dice": 0.9466146029698898,
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| 13 |
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"Accuracy": 0.9821488252732138,
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| 14 |
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"Precision": 0.9727435234782054,
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| 15 |
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"Recall": 0.9218526647845667,
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| 16 |
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"Loss": 0.14118215936286496
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},
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"profile": {
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| 19 |
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"Params_M": 9.159105,
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| 20 |
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"FLOPs_G": 137.791275008,
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"FPS": 17.147130406602727,
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| 22 |
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"Latency_ms": 58.31879599019885
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},
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"device": "cuda",
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"micro_batch_size": 4,
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"grad_accum_steps": 2,
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"effective_batch_size": 8,
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"target_accuracy": 0.92,
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"passed": true
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}
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U-Net/best.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3455f85da60bd297e0ae985cf6d388ce665aaa80d86a4f3f76881ace2b5b59a7
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size 94284280
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U-Net/last.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:7b0bfea9c165a3b1ce196d17f38a09eb7edf4334df5b1c248217828db14dfd11
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size 94284280
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U-Net/status.json
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{
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"pid": 161024,
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"time": "2026-07-10 01:12:04",
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"model": "U-Net",
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"state": "finished",
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| 6 |
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"best_epoch": 4,
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| 7 |
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"best_val_Dice": 0.8627537373935201,
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| 8 |
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"val": {
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| 9 |
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"mIoU": 0.7991217694449388,
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| 10 |
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"IoU_fg": 0.7586340494240498,
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| 11 |
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"IoU_bg": 0.839609489465828,
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| 12 |
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"Dice": 0.8627537373935201,
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| 13 |
+
"Accuracy": 0.8933659693238079,
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| 14 |
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"Precision": 0.8631976188293713,
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| 15 |
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"Recall": 0.8623103122366425,
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| 16 |
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"Loss": 0.5579595383880708
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| 17 |
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},
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| 18 |
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"test": {
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| 19 |
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"mIoU": 0.9278532438110862,
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| 20 |
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"IoU_fg": 0.8779333062910093,
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| 21 |
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"IoU_bg": 0.9777731813311631,
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| 22 |
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"Dice": 0.9349994521636783,
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| 23 |
+
"Accuracy": 0.9808366478036297,
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| 24 |
+
"Precision": 0.9258233694291444,
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| 25 |
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"Recall": 0.944359248951744,
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| 26 |
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"Loss": 0.15636057169133916
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| 27 |
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},
|
| 28 |
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"profile": {
|
| 29 |
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"Params_M": 7.849025,
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| 30 |
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"FLOPs_G": 55.650025472,
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| 31 |
+
"FPS": 54.57967697629099,
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| 32 |
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"Latency_ms": 18.32183800637722
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| 33 |
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},
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| 34 |
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"device": "cuda",
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| 35 |
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"micro_batch_size": 4,
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| 36 |
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"grad_accum_steps": 2,
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| 37 |
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"effective_batch_size": 8,
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| 38 |
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"aug_repeat": 2,
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| 39 |
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"offline_aug": true,
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| 40 |
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"offline_aug_cache_dir": "cache\\offline_aug\\b508af2d449b560b",
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| 41 |
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"threshold": 0.5,
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| 42 |
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"target_metric": "all",
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| 43 |
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"target_metrics": [
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"mIoU",
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| 45 |
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"Dice",
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| 46 |
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"Accuracy",
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| 47 |
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"Precision",
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| 48 |
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"Recall"
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],
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"target_splits": [
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"val",
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"test"
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],
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"target_value": 0.92,
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| 55 |
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"target_accuracy": 0.92,
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| 56 |
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"passed": false
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| 57 |
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}
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