vc11_utae_cloudmask_ssl_lpft_es50p30_spatial_f4_s2_r1.0: test mIoU 0.7244
Browse files- vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_es50p30_spatial_f4_s2_r1.0/best_model.pt +3 -0
- vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_es50p30_spatial_f4_s2_r1.0/history.json +1726 -0
- vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_es50p30_spatial_f4_s2_r1.0/results.json +467 -0
vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_es50p30_spatial_f4_s2_r1.0/best_model.pt
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:e489d66d6c1b4e013d3b8a9fc97733c2d24746c7b423984ae367c56875c108e2
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size 2216047
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vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_es50p30_spatial_f4_s2_r1.0/history.json
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|
| 1 |
+
{
|
| 2 |
+
"run_name": "vc11_utae_cloudmask_ssl_lpft_es50p30_spatial_f4_s2_r1.0",
|
| 3 |
+
"epoch": [
|
| 4 |
+
1,
|
| 5 |
+
2,
|
| 6 |
+
3,
|
| 7 |
+
4,
|
| 8 |
+
5,
|
| 9 |
+
6,
|
| 10 |
+
7,
|
| 11 |
+
8,
|
| 12 |
+
9,
|
| 13 |
+
10,
|
| 14 |
+
11,
|
| 15 |
+
12,
|
| 16 |
+
13,
|
| 17 |
+
14,
|
| 18 |
+
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}
|
vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_es50p30_spatial_f4_s2_r1.0/results.json
ADDED
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@@ -0,0 +1,467 @@
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|
| 1 |
+
{
|
| 2 |
+
"run_name": "vc11_utae_cloudmask_ssl_lpft_es50p30_spatial_f4_s2_r1.0",
|
| 3 |
+
"mode": "ssl_lpft",
|
| 4 |
+
"ssl_variant": "",
|
| 5 |
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"lpft_variant": "",
|
| 6 |
+
"run_variant": "es50p30",
|
| 7 |
+
"early_stop": [
|
| 8 |
+
50,
|
| 9 |
+
30,
|
| 10 |
+
100
|
| 11 |
+
],
|
| 12 |
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"lpft": {
|
| 13 |
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"lr_body": 0.0001,
|
| 14 |
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"lr_head": 0.0001,
|
| 15 |
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"warmup": 3,
|
| 16 |
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"freeze_bn": true,
|
| 17 |
+
"ema": 0.99,
|
| 18 |
+
"l2sp": 0.0,
|
| 19 |
+
"init_from": "vc11_utae_cloudmask_ssl_lp_es50p30_spatial_f4_s2_r1.0",
|
| 20 |
+
"val_epoch0": 0.6826075057346443
|
| 21 |
+
},
|
| 22 |
+
"experiment": "spatial",
|
| 23 |
+
"fold": 4,
|
| 24 |
+
"seed": 2,
|
| 25 |
+
"ratio": "1.0",
|
| 26 |
+
"train_years": [
|
| 27 |
+
"2023",
|
| 28 |
+
"2024",
|
| 29 |
+
"2025"
|
| 30 |
+
],
|
| 31 |
+
"test_years": [
|
| 32 |
+
"2023",
|
| 33 |
+
"2024",
|
| 34 |
+
"2025"
|
| 35 |
+
],
|
| 36 |
+
"subset_hash": "4fbfa187e21a",
|
| 37 |
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"n_blocks": 864,
|
| 38 |
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"n_train_hard": 183164,
|
| 39 |
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"n_train_soft": 18063,
|
| 40 |
+
"best_epoch": 87,
|
| 41 |
+
"stopped_epoch": 100,
|
| 42 |
+
"best_val": 0.6981265652182069,
|
| 43 |
+
"config": {
|
| 44 |
+
"tag": "vc11_utae_cloudmask",
|
| 45 |
+
"utae": {
|
| 46 |
+
"encoder_widths": [
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| 433 |
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| 434 |
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| 435 |
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| 436 |
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| 437 |
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| 438 |
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| 439 |
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| 440 |
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| 441 |
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"kappa": 0.6738114946023024,
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| 442 |
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| 443 |
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},
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| 444 |
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| 445 |
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| 446 |
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| 447 |
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| 448 |
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| 449 |
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| 450 |
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| 451 |
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| 452 |
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| 453 |
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| 454 |
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"kappa": 0.5936750783761437,
|
| 455 |
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|
| 456 |
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},
|
| 457 |
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"confusion_tta": [
|
| 458 |
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[
|
| 459 |
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11480,
|
| 460 |
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3517
|
| 461 |
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],
|
| 462 |
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[
|
| 463 |
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3989,
|
| 464 |
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43253
|
| 465 |
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]
|
| 466 |
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]
|
| 467 |
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}
|