Upload folder using huggingface_hub
Browse files
terramind_v3_finetune_almaty_v2__soup_tta1/diagnostics/diagnostics_test.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:307a1bd9a4d3d8e2a90b930032da8bd9eff9052454bc78d00d0744c6310bd22c
|
| 3 |
+
size 45387
|
terramind_v3_finetune_almaty_v2__soup_tta1/diagnostics/diagnostics_val.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e40980e9df6891911450f810048ea4eb2758f7a84ff2dd61a894830526c11bbe
|
| 3 |
+
size 44543
|
terramind_v3_finetune_almaty_v2__soup_tta1/diagnostics/summary.json
ADDED
|
@@ -0,0 +1,195 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"run_name": "terramind_v3_finetune_almaty_v2__soup_tta1",
|
| 3 |
+
"ckpt_uri": "hf://abzal-glw/cryosentinel-terramind-v3/terramind_v3_finetune_almaty_v2/checkpoints/soup.ckpt",
|
| 4 |
+
"tta": true,
|
| 5 |
+
"threshold_grid": [
|
| 6 |
+
0.1,
|
| 7 |
+
0.2,
|
| 8 |
+
0.3,
|
| 9 |
+
0.35,
|
| 10 |
+
0.4,
|
| 11 |
+
0.45,
|
| 12 |
+
0.5,
|
| 13 |
+
0.55,
|
| 14 |
+
0.6,
|
| 15 |
+
0.7
|
| 16 |
+
],
|
| 17 |
+
"splits": {
|
| 18 |
+
"val": {
|
| 19 |
+
"n_chips": 666,
|
| 20 |
+
"mean_iou_per_chip": 0.9739602503396543,
|
| 21 |
+
"median_iou_per_chip": 1.0,
|
| 22 |
+
"global_iou_at_thr05": 0.9556809824062673,
|
| 23 |
+
"global_iou_threshold_sweep": {
|
| 24 |
+
"0.10": 0.935433416715321,
|
| 25 |
+
"0.20": 0.9448376398161796,
|
| 26 |
+
"0.30": 0.9497844709990724,
|
| 27 |
+
"0.35": 0.9516019608701362,
|
| 28 |
+
"0.40": 0.9530498923728697,
|
| 29 |
+
"0.45": 0.9544816137162584,
|
| 30 |
+
"0.50": 0.9556809824062673,
|
| 31 |
+
"0.55": 0.9568120895229839,
|
| 32 |
+
"0.60": 0.9578154092165363,
|
| 33 |
+
"0.70": 0.9595638283094874
|
| 34 |
+
},
|
| 35 |
+
"iou_hist_bins": [
|
| 36 |
+
0.0,
|
| 37 |
+
0.05,
|
| 38 |
+
0.1,
|
| 39 |
+
0.2,
|
| 40 |
+
0.3,
|
| 41 |
+
0.4,
|
| 42 |
+
0.5,
|
| 43 |
+
0.6,
|
| 44 |
+
0.7,
|
| 45 |
+
0.8,
|
| 46 |
+
0.9,
|
| 47 |
+
0.95,
|
| 48 |
+
1.001
|
| 49 |
+
],
|
| 50 |
+
"iou_hist_counts": [
|
| 51 |
+
2,
|
| 52 |
+
1,
|
| 53 |
+
0,
|
| 54 |
+
0,
|
| 55 |
+
0,
|
| 56 |
+
0,
|
| 57 |
+
0,
|
| 58 |
+
1,
|
| 59 |
+
3,
|
| 60 |
+
38,
|
| 61 |
+
76,
|
| 62 |
+
508
|
| 63 |
+
],
|
| 64 |
+
"n_chips_iou_lt_005": 2,
|
| 65 |
+
"n_chips_iou_lt_020": 3,
|
| 66 |
+
"n_chips_iou_gt_090": 583,
|
| 67 |
+
"per_region_global_iou": {
|
| 68 |
+
"ile_alatau": 0.8867117919486996,
|
| 69 |
+
"tien_shan_full": 0.9564363603905603,
|
| 70 |
+
"zhetysu_alatau": 0.9559418023120148
|
| 71 |
+
},
|
| 72 |
+
"per_year_global_iou": {
|
| 73 |
+
"2017": 0.964087384744342,
|
| 74 |
+
"2021": 0.9569313475698913,
|
| 75 |
+
"2022": 0.9578866172713698,
|
| 76 |
+
"2023": 0.9444989326717822
|
| 77 |
+
},
|
| 78 |
+
"per_water_frac_bucket_iou": {
|
| 79 |
+
"[0.0, 0.001)": {
|
| 80 |
+
"n_chips": 476,
|
| 81 |
+
"global_iou": 0.005376344086021506,
|
| 82 |
+
"mean_per_chip_iou": 0.9934015322915191
|
| 83 |
+
},
|
| 84 |
+
"[0.001, 0.005)": {
|
| 85 |
+
"n_chips": 54,
|
| 86 |
+
"global_iou": 0.900997632735881,
|
| 87 |
+
"mean_per_chip_iou": 0.9026058622258146
|
| 88 |
+
},
|
| 89 |
+
"[0.005, 0.02)": {
|
| 90 |
+
"n_chips": 52,
|
| 91 |
+
"global_iou": 0.9297791021571549,
|
| 92 |
+
"mean_per_chip_iou": 0.926076665671646
|
| 93 |
+
},
|
| 94 |
+
"[0.02, 0.05)": {
|
| 95 |
+
"n_chips": 34,
|
| 96 |
+
"global_iou": 0.9136490250696379,
|
| 97 |
+
"mean_per_chip_iou": 0.9146098240723233
|
| 98 |
+
},
|
| 99 |
+
"[0.05, 1.0)": {
|
| 100 |
+
"n_chips": 50,
|
| 101 |
+
"global_iou": 0.971846260125891,
|
| 102 |
+
"mean_per_chip_iou": 0.9704857518817416
|
| 103 |
+
}
|
| 104 |
+
}
|
| 105 |
+
},
|
| 106 |
+
"test": {
|
| 107 |
+
"n_chips": 665,
|
| 108 |
+
"mean_iou_per_chip": 0.9555757448151085,
|
| 109 |
+
"median_iou_per_chip": 1.0,
|
| 110 |
+
"global_iou_at_thr05": 0.8917695990174322,
|
| 111 |
+
"global_iou_threshold_sweep": {
|
| 112 |
+
"0.10": 0.8643492937585292,
|
| 113 |
+
"0.20": 0.8772685729207468,
|
| 114 |
+
"0.30": 0.8842452396865605,
|
| 115 |
+
"0.35": 0.8866575140397062,
|
| 116 |
+
"0.40": 0.8887560969522864,
|
| 117 |
+
"0.45": 0.8904609665634382,
|
| 118 |
+
"0.50": 0.8917695990174322,
|
| 119 |
+
"0.55": 0.8931453137471818,
|
| 120 |
+
"0.60": 0.8944242138152719,
|
| 121 |
+
"0.70": 0.8959252347019568
|
| 122 |
+
},
|
| 123 |
+
"iou_hist_bins": [
|
| 124 |
+
0.0,
|
| 125 |
+
0.05,
|
| 126 |
+
0.1,
|
| 127 |
+
0.2,
|
| 128 |
+
0.3,
|
| 129 |
+
0.4,
|
| 130 |
+
0.5,
|
| 131 |
+
0.6,
|
| 132 |
+
0.7,
|
| 133 |
+
0.8,
|
| 134 |
+
0.9,
|
| 135 |
+
0.95,
|
| 136 |
+
1.001
|
| 137 |
+
],
|
| 138 |
+
"iou_hist_counts": [
|
| 139 |
+
4,
|
| 140 |
+
0,
|
| 141 |
+
1,
|
| 142 |
+
0,
|
| 143 |
+
0,
|
| 144 |
+
4,
|
| 145 |
+
6,
|
| 146 |
+
3,
|
| 147 |
+
12,
|
| 148 |
+
41,
|
| 149 |
+
102,
|
| 150 |
+
471
|
| 151 |
+
],
|
| 152 |
+
"n_chips_iou_lt_005": 4,
|
| 153 |
+
"n_chips_iou_lt_020": 5,
|
| 154 |
+
"n_chips_iou_gt_090": 573,
|
| 155 |
+
"per_region_global_iou": {
|
| 156 |
+
"ile_alatau": 0.766407904022583,
|
| 157 |
+
"tien_shan_full": 0.9026643943347408,
|
| 158 |
+
"zhetysu_alatau": 0.931168011834577
|
| 159 |
+
},
|
| 160 |
+
"per_year_global_iou": {
|
| 161 |
+
"2017": 0.9361027648372247,
|
| 162 |
+
"2021": 0.8865221047701167,
|
| 163 |
+
"2022": 0.8991455655585912,
|
| 164 |
+
"2023": 0.875632597474654
|
| 165 |
+
},
|
| 166 |
+
"per_water_frac_bucket_iou": {
|
| 167 |
+
"[0.0, 0.001)": {
|
| 168 |
+
"n_chips": 449,
|
| 169 |
+
"global_iou": 0.07418761496014716,
|
| 170 |
+
"mean_per_chip_iou": 0.9865701840242169
|
| 171 |
+
},
|
| 172 |
+
"[0.001, 0.005)": {
|
| 173 |
+
"n_chips": 11,
|
| 174 |
+
"global_iou": 0.8850421660008877,
|
| 175 |
+
"mean_per_chip_iou": 0.8804849535352165
|
| 176 |
+
},
|
| 177 |
+
"[0.005, 0.02)": {
|
| 178 |
+
"n_chips": 81,
|
| 179 |
+
"global_iou": 0.9013569384077176,
|
| 180 |
+
"mean_per_chip_iou": 0.9085268351248537
|
| 181 |
+
},
|
| 182 |
+
"[0.02, 0.05)": {
|
| 183 |
+
"n_chips": 97,
|
| 184 |
+
"global_iou": 0.8636487530095852,
|
| 185 |
+
"mean_per_chip_iou": 0.8729256861120404
|
| 186 |
+
},
|
| 187 |
+
"[0.05, 1.0)": {
|
| 188 |
+
"n_chips": 27,
|
| 189 |
+
"global_iou": 0.9391022743151164,
|
| 190 |
+
"mean_per_chip_iou": 0.9329237485813553
|
| 191 |
+
}
|
| 192 |
+
}
|
| 193 |
+
}
|
| 194 |
+
}
|
| 195 |
+
}
|