vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f4_s0_r0.1: test mIoU 0.6769
Browse files- vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f4_s0_r0.1/best_model.pt +3 -0
- vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f4_s0_r0.1/history.json +1246 -0
- vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f4_s0_r0.1/results.json +476 -0
vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f4_s0_r0.1/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 sha256:8ca750c17d79129296a7f0bd62b993c8bb94bccbb14b532153aab267331a71c4
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size 2216047
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vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f4_s0_r0.1/history.json
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|
vicoffee/vc11_utae_cloudmask/runs/vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f4_s0_r0.1/results.json
ADDED
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@@ -0,0 +1,476 @@
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|
| 1 |
+
{
|
| 2 |
+
"run_name": "vc11_utae_cloudmask_ssl_lpft_m75_es50p30_spatial_f4_s0_r0.1",
|
| 3 |
+
"mode": "ssl_lpft",
|
| 4 |
+
"ssl_variant": "m75",
|
| 5 |
+
"lpft_variant": "",
|
| 6 |
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"run_variant": "es50p30",
|
| 7 |
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"preset": "M75_mask",
|
| 8 |
+
"early_stop": [
|
| 9 |
+
50,
|
| 10 |
+
30,
|
| 11 |
+
100
|
| 12 |
+
],
|
| 13 |
+
"init_source": {
|
| 14 |
+
"ssl": "FRD-23/ViCoffee_Checkpoint",
|
| 15 |
+
"probe": "m\u00e1y (t\u1ef1 train ho\u1eb7c c\u00f3 s\u1eb5n)"
|
| 16 |
+
},
|
| 17 |
+
"hf_repo_write": "FRD-23/ViCoffee_Checkpoint",
|
| 18 |
+
"recipe": null,
|
| 19 |
+
"steps_per_epoch": 64,
|
| 20 |
+
"lpft": {
|
| 21 |
+
"lr_body": 0.0001,
|
| 22 |
+
"lr_head": 0.0001,
|
| 23 |
+
"layer_decay": 1.0,
|
| 24 |
+
"warmup": 3,
|
| 25 |
+
"freeze_bn": true,
|
| 26 |
+
"ema": 0.99,
|
| 27 |
+
"l2sp": 0.0,
|
| 28 |
+
"init_from": "vc11_utae_cloudmask_ssl_lp_m75_es50p30_spatial_f4_s0_r0.1",
|
| 29 |
+
"val_epoch0": 0.6438916903016226
|
| 30 |
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},
|
| 31 |
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"experiment": "spatial",
|
| 32 |
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"fold": 4,
|
| 33 |
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"seed": 0,
|
| 34 |
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"ratio": "0.1",
|
| 35 |
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"train_years": [
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| 36 |
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"2023",
|
| 37 |
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"2024",
|
| 38 |
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"2025"
|
| 39 |
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],
|
| 40 |
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"test_years": [
|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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],
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| 45 |
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"subset_hash": "0db32b18c3e1",
|
| 46 |
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"n_blocks": 87,
|
| 47 |
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"n_train_hard": 18492,
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| 48 |
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"n_train_soft": 1791,
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| 49 |
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"best_epoch": 28,
|
| 50 |
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"stopped_epoch": 58,
|
| 51 |
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"best_val": 0.6593256196039377,
|
| 52 |
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"config": {
|
| 53 |
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"tag": "vc11_utae_cloudmask",
|
| 54 |
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"utae": {
|
| 55 |
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| 56 |
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|
| 57 |
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| 58 |
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| 59 |
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| 60 |
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],
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| 61 |
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"decoder_widths": [
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| 62 |
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| 63 |
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| 64 |
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| 65 |
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| 66 |
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],
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| 67 |
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"out_conv": [
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| 68 |
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| 69 |
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| 70 |
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],
|
| 71 |
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"str_conv_k": 4,
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| 72 |
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|
| 73 |
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"str_conv_p": 1,
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| 74 |
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"agg_mode": "att_group",
|
| 75 |
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"encoder_norm": "group",
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| 76 |
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"n_head": 16,
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| 77 |
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"d_model": 256,
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| 78 |
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| 79 |
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| 80 |
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"padding_mode": "reflect"
|
| 81 |
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},
|
| 82 |
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"in_channels": 10,
|
| 83 |
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"input": "cloud_masked_reflectance_10b",
|
| 84 |
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"clear_scl": [
|
| 85 |
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4,
|
| 86 |
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5,
|
| 87 |
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6,
|
| 88 |
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7
|
| 89 |
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],
|
| 90 |
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"norm": [
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| 91 |
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|
| 92 |
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10.0,
|
| 93 |
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|
| 94 |
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],
|
| 95 |
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"soft_frac": [
|
| 96 |
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0.3,
|
| 97 |
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0.7
|
| 98 |
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],
|
| 99 |
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"crop": 64,
|
| 100 |
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"crops_per_epoch": 256,
|
| 101 |
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"bs": 4,
|
| 102 |
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"lr": 0.001,
|
| 103 |
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"epochs": 100,
|
| 104 |
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"early_stop": [
|
| 105 |
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30,
|
| 106 |
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50
|
| 107 |
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],
|
| 108 |
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"min_labeled": 32,
|
| 109 |
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"experiment": "spatial",
|
| 110 |
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"years": {
|
| 111 |
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"train_years": [
|
| 112 |
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"2023",
|
| 113 |
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"2024",
|
| 114 |
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"2025"
|
| 115 |
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],
|
| 116 |
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"test_years": [
|
| 117 |
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|
| 118 |
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"2024",
|
| 119 |
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"2025"
|
| 120 |
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],
|
| 121 |
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"label": "Ch\u1ed7 m\u1edbi (5 fold theo \u0111i\u1ec3m, \u0111\u1ee7 3 n\u0103m)"
|
| 122 |
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},
|
| 123 |
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"fold": 4,
|
| 124 |
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"seed": 0,
|
| 125 |
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"ratio": "0.1",
|
| 126 |
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"subset_hash": "0db32b18c3e1",
|
| 127 |
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"mode": "ssl_lpft",
|
| 128 |
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"ssl": {
|
| 129 |
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"tag": "vc11_utae_cloudmask",
|
| 130 |
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"kind": "ssl_temporal_masking",
|
| 131 |
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"utae": {
|
| 132 |
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"encoder_widths": [
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| 133 |
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64,
|
| 134 |
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64,
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| 135 |
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64,
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| 136 |
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