Add ONNX graphs: ACDC.onnx, ACDC.onnx.config.json, ACDC.onnx.provenance.json, BUSI.onnx, BUSI.onnx.config.json, BUSI.onnx.provenance.json, COVIDQUEx.onnx, COVIDQUEx.onnx.config.json, COVIDQUEx.onnx.provenance.json, DRIVE.onnx, DRIVE.onnx.config.json, DRIVE.onnx.provenance.json, ISIC2018.onnx, ISIC2018.onnx.config.json, ISIC2018.onnx.provenance.json, PROMISE12.onnx, PROMISE12.onnx.config.json, PROMISE12.onnx.provenance.json, UWaterlooSkinCancer.onnx, UWaterlooSkinCancer.onnx.config.json, UWaterlooSkinCancer.onnx.provenance.json (tools/hf_onnx_export.py)
Browse files- ACDC.onnx +3 -0
- ACDC.onnx.config.json +16 -0
- ACDC.onnx.provenance.json +274 -0
- BUSI.onnx +3 -0
- BUSI.onnx.config.json +30 -0
- BUSI.onnx.provenance.json +274 -0
- COVIDQUEx.onnx +3 -0
- COVIDQUEx.onnx.config.json +30 -0
- COVIDQUEx.onnx.provenance.json +274 -0
- DRIVE.onnx +3 -0
- DRIVE.onnx.config.json +30 -0
- DRIVE.onnx.provenance.json +274 -0
- ISIC2018.onnx +3 -0
- ISIC2018.onnx.config.json +30 -0
- ISIC2018.onnx.provenance.json +274 -0
- PROMISE12.onnx +3 -0
- PROMISE12.onnx.config.json +30 -0
- PROMISE12.onnx.provenance.json +274 -0
- UWaterlooSkinCancer.onnx +3 -0
- UWaterlooSkinCancer.onnx.config.json +30 -0
- UWaterlooSkinCancer.onnx.provenance.json +274 -0
ACDC.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b61a1405a6b0ea06fc0e59b51ab1ff34bfa54c1346d0de6bf00e1dedfa3fc822
|
| 3 |
+
size 138066865
|
ACDC.onnx.config.json
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/model-sidecar/v1",
|
| 3 |
+
"model": {
|
| 4 |
+
"graph": "onnx",
|
| 5 |
+
"args": {
|
| 6 |
+
"input_channel": 3,
|
| 7 |
+
"num_classes": 4
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
"inference": {
|
| 11 |
+
"size": [
|
| 12 |
+
256,
|
| 13 |
+
256
|
| 14 |
+
]
|
| 15 |
+
}
|
| 16 |
+
}
|
ACDC.onnx.provenance.json
ADDED
|
@@ -0,0 +1,274 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/graph-provenance/v1",
|
| 3 |
+
"source": {
|
| 4 |
+
"file": "ACDC.pth",
|
| 5 |
+
"sha256": "23ff62fad3a28d611cf13e8a2fa54f66a475fa04b215cea6cd08c8480d75cac2",
|
| 6 |
+
"reference": "ACDC.pth",
|
| 7 |
+
"model": "U_Net",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "ACDC.pth.config.json",
|
| 12 |
+
"sha256": "f86122146aa2a8db70a04d9afb2cdb471f32385570f2396ea082c1ad0c7dcb07"
|
| 13 |
+
}
|
| 14 |
+
],
|
| 15 |
+
"float32_vs_float64": {
|
| 16 |
+
"shape": [
|
| 17 |
+
1,
|
| 18 |
+
3,
|
| 19 |
+
256,
|
| 20 |
+
256
|
| 21 |
+
],
|
| 22 |
+
"torch": "ok",
|
| 23 |
+
"float64": "ok",
|
| 24 |
+
"threads": 6,
|
| 25 |
+
"max_abs_diff": 3.818309881031823e-05,
|
| 26 |
+
"scale": 11.759026584635166,
|
| 27 |
+
"rel_diff": 3.247130919850956e-06
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"graph": {
|
| 31 |
+
"kind": "onnx",
|
| 32 |
+
"file": "ACDC.onnx",
|
| 33 |
+
"sha256": "b61a1405a6b0ea06fc0e59b51ab1ff34bfa54c1346d0de6bf00e1dedfa3fc822",
|
| 34 |
+
"bytes": 138066865,
|
| 35 |
+
"opset": 17,
|
| 36 |
+
"dynamic": true,
|
| 37 |
+
"reason": "dynamic_verified",
|
| 38 |
+
"input": "image",
|
| 39 |
+
"output": "logits",
|
| 40 |
+
"input_channel": 3,
|
| 41 |
+
"num_classes": 4,
|
| 42 |
+
"size": [
|
| 43 |
+
256,
|
| 44 |
+
256
|
| 45 |
+
]
|
| 46 |
+
},
|
| 47 |
+
"exporter": {
|
| 48 |
+
"api": "torch.onnx.export",
|
| 49 |
+
"name": "torchscript",
|
| 50 |
+
"dynamo": false,
|
| 51 |
+
"registered_symbolics": {
|
| 52 |
+
"aten::roll": 17
|
| 53 |
+
},
|
| 54 |
+
"producer": "pytorch 2.13.0",
|
| 55 |
+
"torch": "2.13.0+cpu",
|
| 56 |
+
"onnx": "1.22.0",
|
| 57 |
+
"onnxruntime": "1.29.0"
|
| 58 |
+
},
|
| 59 |
+
"verification_input": {
|
| 60 |
+
"kind": "smooth_random_field",
|
| 61 |
+
"distribution": "normal",
|
| 62 |
+
"coarse_factor": 16,
|
| 63 |
+
"min_coarse": 4,
|
| 64 |
+
"interpolation": "bilinear",
|
| 65 |
+
"align_corners": false,
|
| 66 |
+
"seed": 0
|
| 67 |
+
},
|
| 68 |
+
"attempts": [
|
| 69 |
+
{
|
| 70 |
+
"mode": "dynamic",
|
| 71 |
+
"exporter": "torchscript",
|
| 72 |
+
"outcome": "kept",
|
| 73 |
+
"reason": null,
|
| 74 |
+
"error": null,
|
| 75 |
+
"verification": [
|
| 76 |
+
{
|
| 77 |
+
"shape": [
|
| 78 |
+
1,
|
| 79 |
+
3,
|
| 80 |
+
256,
|
| 81 |
+
256
|
| 82 |
+
],
|
| 83 |
+
"torch": "ok",
|
| 84 |
+
"graph": "ok",
|
| 85 |
+
"max_abs_diff": 3.7670135498046875e-05,
|
| 86 |
+
"scale": 11.759027481079102,
|
| 87 |
+
"rel_diff": 3.2035077355385144e-06
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"shape": [
|
| 91 |
+
1,
|
| 92 |
+
3,
|
| 93 |
+
320,
|
| 94 |
+
320
|
| 95 |
+
],
|
| 96 |
+
"torch": "ok",
|
| 97 |
+
"graph": "ok",
|
| 98 |
+
"max_abs_diff": 3.4809112548828125e-05,
|
| 99 |
+
"scale": 12.185917854309082,
|
| 100 |
+
"rel_diff": 2.8565031346013233e-06
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"shape": [
|
| 104 |
+
1,
|
| 105 |
+
3,
|
| 106 |
+
224,
|
| 107 |
+
224
|
| 108 |
+
],
|
| 109 |
+
"torch": "ok",
|
| 110 |
+
"graph": "ok",
|
| 111 |
+
"max_abs_diff": 2.765655517578125e-05,
|
| 112 |
+
"scale": 11.421462059020996,
|
| 113 |
+
"rel_diff": 2.4214548919275455e-06
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"shape": [
|
| 117 |
+
1,
|
| 118 |
+
3,
|
| 119 |
+
512,
|
| 120 |
+
512
|
| 121 |
+
],
|
| 122 |
+
"torch": "ok",
|
| 123 |
+
"graph": "ok",
|
| 124 |
+
"max_abs_diff": 3.981590270996094e-05,
|
| 125 |
+
"scale": 15.656241416931152,
|
| 126 |
+
"rel_diff": 2.543132904612902e-06
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"shape": [
|
| 130 |
+
2,
|
| 131 |
+
3,
|
| 132 |
+
256,
|
| 133 |
+
256
|
| 134 |
+
],
|
| 135 |
+
"torch": "ok",
|
| 136 |
+
"graph": "ok",
|
| 137 |
+
"max_abs_diff": 3.7670135498046875e-05,
|
| 138 |
+
"scale": 11.759027481079102,
|
| 139 |
+
"rel_diff": 3.2035077355385144e-06
|
| 140 |
+
}
|
| 141 |
+
]
|
| 142 |
+
}
|
| 143 |
+
],
|
| 144 |
+
"verification": [
|
| 145 |
+
{
|
| 146 |
+
"shape": [
|
| 147 |
+
1,
|
| 148 |
+
3,
|
| 149 |
+
256,
|
| 150 |
+
256
|
| 151 |
+
],
|
| 152 |
+
"torch": "ok",
|
| 153 |
+
"graph": "ok",
|
| 154 |
+
"max_abs_diff": 3.7670135498046875e-05,
|
| 155 |
+
"scale": 11.759027481079102,
|
| 156 |
+
"rel_diff": 3.2035077355385144e-06
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"shape": [
|
| 160 |
+
1,
|
| 161 |
+
3,
|
| 162 |
+
320,
|
| 163 |
+
320
|
| 164 |
+
],
|
| 165 |
+
"torch": "ok",
|
| 166 |
+
"graph": "ok",
|
| 167 |
+
"max_abs_diff": 3.4809112548828125e-05,
|
| 168 |
+
"scale": 12.185917854309082,
|
| 169 |
+
"rel_diff": 2.8565031346013233e-06
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"shape": [
|
| 173 |
+
1,
|
| 174 |
+
3,
|
| 175 |
+
224,
|
| 176 |
+
224
|
| 177 |
+
],
|
| 178 |
+
"torch": "ok",
|
| 179 |
+
"graph": "ok",
|
| 180 |
+
"max_abs_diff": 2.765655517578125e-05,
|
| 181 |
+
"scale": 11.421462059020996,
|
| 182 |
+
"rel_diff": 2.4214548919275455e-06
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"shape": [
|
| 186 |
+
1,
|
| 187 |
+
3,
|
| 188 |
+
512,
|
| 189 |
+
512
|
| 190 |
+
],
|
| 191 |
+
"torch": "ok",
|
| 192 |
+
"graph": "ok",
|
| 193 |
+
"max_abs_diff": 3.981590270996094e-05,
|
| 194 |
+
"scale": 15.656241416931152,
|
| 195 |
+
"rel_diff": 2.543132904612902e-06
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"shape": [
|
| 199 |
+
2,
|
| 200 |
+
3,
|
| 201 |
+
256,
|
| 202 |
+
256
|
| 203 |
+
],
|
| 204 |
+
"torch": "ok",
|
| 205 |
+
"graph": "ok",
|
| 206 |
+
"max_abs_diff": 3.7670135498046875e-05,
|
| 207 |
+
"scale": 11.759027481079102,
|
| 208 |
+
"rel_diff": 3.2035077355385144e-06
|
| 209 |
+
}
|
| 210 |
+
],
|
| 211 |
+
"exported_at": "2026-09-07T16:43:22+00:00",
|
| 212 |
+
"release": {
|
| 213 |
+
"repo": "MedOtter/U_Net",
|
| 214 |
+
"revision": "b96a046e161645d94ff9361b2db43032de3f7dcd",
|
| 215 |
+
"pth_file": "ACDC.pth",
|
| 216 |
+
"pth_sha256": "23ff62fad3a28d611cf13e8a2fa54f66a475fa04b215cea6cd08c8480d75cac2",
|
| 217 |
+
"sidecar_sha256": "9867fc324419b3f483f4f5b56708a3271f503d4c68bf7fdb4c768189884baefb",
|
| 218 |
+
"sidecar_source": "existing",
|
| 219 |
+
"group": "checkout_only",
|
| 220 |
+
"reference_check": {
|
| 221 |
+
"dataset": "ACDC",
|
| 222 |
+
"split": "test",
|
| 223 |
+
"samples": 4,
|
| 224 |
+
"reproducible": true,
|
| 225 |
+
"status": "pass",
|
| 226 |
+
"sizes": [
|
| 227 |
+
{
|
| 228 |
+
"size": [
|
| 229 |
+
256,
|
| 230 |
+
256
|
| 231 |
+
],
|
| 232 |
+
"predict_masks_equal": 4,
|
| 233 |
+
"pixels": 262144,
|
| 234 |
+
"disagreeing_pixels": 0,
|
| 235 |
+
"unexplained_pixels": 0,
|
| 236 |
+
"max_abs_diff": 0.000640869140625,
|
| 237 |
+
"scale": 350.723876953125,
|
| 238 |
+
"rel_diff": 1.8272754800513726e-06,
|
| 239 |
+
"float32_vs_float64": {
|
| 240 |
+
"max_abs_diff": 0.0005702915040330936,
|
| 241 |
+
"scale": 350.7239028615114,
|
| 242 |
+
"rel_diff": 1.6260411662283586e-06,
|
| 243 |
+
"samples": 4,
|
| 244 |
+
"of": 4,
|
| 245 |
+
"complete": true
|
| 246 |
+
}
|
| 247 |
+
},
|
| 248 |
+
{
|
| 249 |
+
"size": [
|
| 250 |
+
320,
|
| 251 |
+
320
|
| 252 |
+
],
|
| 253 |
+
"predict_masks_equal": 4,
|
| 254 |
+
"pixels": 409600,
|
| 255 |
+
"disagreeing_pixels": 0,
|
| 256 |
+
"unexplained_pixels": 0,
|
| 257 |
+
"max_abs_diff": 0.0006103515625,
|
| 258 |
+
"scale": 366.34619140625,
|
| 259 |
+
"rel_diff": 1.666051338372361e-06,
|
| 260 |
+
"float32_vs_float64": {
|
| 261 |
+
"max_abs_diff": 0.0005477564648685984,
|
| 262 |
+
"scale": 366.3461733079026,
|
| 263 |
+
"rel_diff": 1.4951881711296766e-06,
|
| 264 |
+
"samples": 4,
|
| 265 |
+
"of": 4,
|
| 266 |
+
"complete": true
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
]
|
| 270 |
+
},
|
| 271 |
+
"tool": "tools/hf_onnx_export.py",
|
| 272 |
+
"stamped_at": "2026-09-07T16:44:17+00:00"
|
| 273 |
+
}
|
| 274 |
+
}
|
BUSI.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55c6b14155306fadd067a445f8f374c9247c19d0ed65ccf610af9169a611ac8e
|
| 3 |
+
size 138066085
|
BUSI.onnx.config.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/model-sidecar/v1",
|
| 3 |
+
"model": {
|
| 4 |
+
"graph": "onnx",
|
| 5 |
+
"args": {
|
| 6 |
+
"input_channel": 3,
|
| 7 |
+
"num_classes": 1
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
"inference": {
|
| 11 |
+
"normalize": {
|
| 12 |
+
"mean": [
|
| 13 |
+
0.485,
|
| 14 |
+
0.456,
|
| 15 |
+
0.406
|
| 16 |
+
],
|
| 17 |
+
"std": [
|
| 18 |
+
58.395,
|
| 19 |
+
57.12,
|
| 20 |
+
57.375
|
| 21 |
+
]
|
| 22 |
+
},
|
| 23 |
+
"scale": 255.0,
|
| 24 |
+
"size": [
|
| 25 |
+
256,
|
| 26 |
+
256
|
| 27 |
+
],
|
| 28 |
+
"threshold": 0.5
|
| 29 |
+
}
|
| 30 |
+
}
|
BUSI.onnx.provenance.json
ADDED
|
@@ -0,0 +1,274 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/graph-provenance/v1",
|
| 3 |
+
"source": {
|
| 4 |
+
"file": "BUSI.pth",
|
| 5 |
+
"sha256": "eda8890c53a5e2e0549d447d1a72483b14155662359d40aafff806ab50c3634e",
|
| 6 |
+
"reference": "BUSI.pth",
|
| 7 |
+
"model": "U_Net",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "BUSI.pth.config.json",
|
| 12 |
+
"sha256": "59c271fdcc3162aca1f567fe1b387872dfd21814a34993209082c6660ce90246"
|
| 13 |
+
}
|
| 14 |
+
],
|
| 15 |
+
"float32_vs_float64": {
|
| 16 |
+
"shape": [
|
| 17 |
+
1,
|
| 18 |
+
3,
|
| 19 |
+
256,
|
| 20 |
+
256
|
| 21 |
+
],
|
| 22 |
+
"torch": "ok",
|
| 23 |
+
"float64": "ok",
|
| 24 |
+
"threads": 6,
|
| 25 |
+
"max_abs_diff": 0.0003078064775081657,
|
| 26 |
+
"scale": 821.2739524251489,
|
| 27 |
+
"rel_diff": 3.74791476826022e-07
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"graph": {
|
| 31 |
+
"kind": "onnx",
|
| 32 |
+
"file": "BUSI.onnx",
|
| 33 |
+
"sha256": "55c6b14155306fadd067a445f8f374c9247c19d0ed65ccf610af9169a611ac8e",
|
| 34 |
+
"bytes": 138066085,
|
| 35 |
+
"opset": 17,
|
| 36 |
+
"dynamic": true,
|
| 37 |
+
"reason": "dynamic_verified",
|
| 38 |
+
"input": "image",
|
| 39 |
+
"output": "logits",
|
| 40 |
+
"input_channel": 3,
|
| 41 |
+
"num_classes": 1,
|
| 42 |
+
"size": [
|
| 43 |
+
256,
|
| 44 |
+
256
|
| 45 |
+
]
|
| 46 |
+
},
|
| 47 |
+
"exporter": {
|
| 48 |
+
"api": "torch.onnx.export",
|
| 49 |
+
"name": "torchscript",
|
| 50 |
+
"dynamo": false,
|
| 51 |
+
"registered_symbolics": {
|
| 52 |
+
"aten::roll": 17
|
| 53 |
+
},
|
| 54 |
+
"producer": "pytorch 2.13.0",
|
| 55 |
+
"torch": "2.13.0+cpu",
|
| 56 |
+
"onnx": "1.22.0",
|
| 57 |
+
"onnxruntime": "1.29.0"
|
| 58 |
+
},
|
| 59 |
+
"verification_input": {
|
| 60 |
+
"kind": "smooth_random_field",
|
| 61 |
+
"distribution": "normal",
|
| 62 |
+
"coarse_factor": 16,
|
| 63 |
+
"min_coarse": 4,
|
| 64 |
+
"interpolation": "bilinear",
|
| 65 |
+
"align_corners": false,
|
| 66 |
+
"seed": 0
|
| 67 |
+
},
|
| 68 |
+
"attempts": [
|
| 69 |
+
{
|
| 70 |
+
"mode": "dynamic",
|
| 71 |
+
"exporter": "torchscript",
|
| 72 |
+
"outcome": "kept",
|
| 73 |
+
"reason": null,
|
| 74 |
+
"error": null,
|
| 75 |
+
"verification": [
|
| 76 |
+
{
|
| 77 |
+
"shape": [
|
| 78 |
+
1,
|
| 79 |
+
3,
|
| 80 |
+
256,
|
| 81 |
+
256
|
| 82 |
+
],
|
| 83 |
+
"torch": "ok",
|
| 84 |
+
"graph": "ok",
|
| 85 |
+
"max_abs_diff": 0.00042724609375,
|
| 86 |
+
"scale": 821.2738037109375,
|
| 87 |
+
"rel_diff": 5.202236961893614e-07
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"shape": [
|
| 91 |
+
1,
|
| 92 |
+
3,
|
| 93 |
+
320,
|
| 94 |
+
320
|
| 95 |
+
],
|
| 96 |
+
"torch": "ok",
|
| 97 |
+
"graph": "ok",
|
| 98 |
+
"max_abs_diff": 0.00042724609375,
|
| 99 |
+
"scale": 919.0865478515625,
|
| 100 |
+
"rel_diff": 4.648594789562762e-07
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"shape": [
|
| 104 |
+
1,
|
| 105 |
+
3,
|
| 106 |
+
224,
|
| 107 |
+
224
|
| 108 |
+
],
|
| 109 |
+
"torch": "ok",
|
| 110 |
+
"graph": "ok",
|
| 111 |
+
"max_abs_diff": 0.00067138671875,
|
| 112 |
+
"scale": 1362.815185546875,
|
| 113 |
+
"rel_diff": 4.926469310514644e-07
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"shape": [
|
| 117 |
+
1,
|
| 118 |
+
3,
|
| 119 |
+
512,
|
| 120 |
+
512
|
| 121 |
+
],
|
| 122 |
+
"torch": "ok",
|
| 123 |
+
"graph": "ok",
|
| 124 |
+
"max_abs_diff": 0.00048828125,
|
| 125 |
+
"scale": 875.324462890625,
|
| 126 |
+
"rel_diff": 5.57828863125253e-07
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"shape": [
|
| 130 |
+
2,
|
| 131 |
+
3,
|
| 132 |
+
256,
|
| 133 |
+
256
|
| 134 |
+
],
|
| 135 |
+
"torch": "ok",
|
| 136 |
+
"graph": "ok",
|
| 137 |
+
"max_abs_diff": 0.00042724609375,
|
| 138 |
+
"scale": 1168.3817138671875,
|
| 139 |
+
"rel_diff": 3.65673382832972e-07
|
| 140 |
+
}
|
| 141 |
+
]
|
| 142 |
+
}
|
| 143 |
+
],
|
| 144 |
+
"verification": [
|
| 145 |
+
{
|
| 146 |
+
"shape": [
|
| 147 |
+
1,
|
| 148 |
+
3,
|
| 149 |
+
256,
|
| 150 |
+
256
|
| 151 |
+
],
|
| 152 |
+
"torch": "ok",
|
| 153 |
+
"graph": "ok",
|
| 154 |
+
"max_abs_diff": 0.00042724609375,
|
| 155 |
+
"scale": 821.2738037109375,
|
| 156 |
+
"rel_diff": 5.202236961893614e-07
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"shape": [
|
| 160 |
+
1,
|
| 161 |
+
3,
|
| 162 |
+
320,
|
| 163 |
+
320
|
| 164 |
+
],
|
| 165 |
+
"torch": "ok",
|
| 166 |
+
"graph": "ok",
|
| 167 |
+
"max_abs_diff": 0.00042724609375,
|
| 168 |
+
"scale": 919.0865478515625,
|
| 169 |
+
"rel_diff": 4.648594789562762e-07
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"shape": [
|
| 173 |
+
1,
|
| 174 |
+
3,
|
| 175 |
+
224,
|
| 176 |
+
224
|
| 177 |
+
],
|
| 178 |
+
"torch": "ok",
|
| 179 |
+
"graph": "ok",
|
| 180 |
+
"max_abs_diff": 0.00067138671875,
|
| 181 |
+
"scale": 1362.815185546875,
|
| 182 |
+
"rel_diff": 4.926469310514644e-07
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"shape": [
|
| 186 |
+
1,
|
| 187 |
+
3,
|
| 188 |
+
512,
|
| 189 |
+
512
|
| 190 |
+
],
|
| 191 |
+
"torch": "ok",
|
| 192 |
+
"graph": "ok",
|
| 193 |
+
"max_abs_diff": 0.00048828125,
|
| 194 |
+
"scale": 875.324462890625,
|
| 195 |
+
"rel_diff": 5.57828863125253e-07
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"shape": [
|
| 199 |
+
2,
|
| 200 |
+
3,
|
| 201 |
+
256,
|
| 202 |
+
256
|
| 203 |
+
],
|
| 204 |
+
"torch": "ok",
|
| 205 |
+
"graph": "ok",
|
| 206 |
+
"max_abs_diff": 0.00042724609375,
|
| 207 |
+
"scale": 1168.3817138671875,
|
| 208 |
+
"rel_diff": 3.65673382832972e-07
|
| 209 |
+
}
|
| 210 |
+
],
|
| 211 |
+
"exported_at": "2026-09-07T16:43:26+00:00",
|
| 212 |
+
"release": {
|
| 213 |
+
"repo": "MedOtter/U_Net",
|
| 214 |
+
"revision": "b96a046e161645d94ff9361b2db43032de3f7dcd",
|
| 215 |
+
"pth_file": "BUSI.pth",
|
| 216 |
+
"pth_sha256": "eda8890c53a5e2e0549d447d1a72483b14155662359d40aafff806ab50c3634e",
|
| 217 |
+
"sidecar_sha256": "402e4863796b2530120ab02b07d1cb1732e28237a9d98398dec1bbc4a73d5594",
|
| 218 |
+
"sidecar_source": "existing",
|
| 219 |
+
"group": "checkout_only",
|
| 220 |
+
"reference_check": {
|
| 221 |
+
"dataset": "BUSI",
|
| 222 |
+
"split": "train",
|
| 223 |
+
"samples": 4,
|
| 224 |
+
"reproducible": true,
|
| 225 |
+
"status": "pass",
|
| 226 |
+
"sizes": [
|
| 227 |
+
{
|
| 228 |
+
"size": [
|
| 229 |
+
256,
|
| 230 |
+
256
|
| 231 |
+
],
|
| 232 |
+
"predict_masks_equal": 4,
|
| 233 |
+
"pixels": 262144,
|
| 234 |
+
"disagreeing_pixels": 0,
|
| 235 |
+
"unexplained_pixels": 0,
|
| 236 |
+
"max_abs_diff": 5.644559860229492e-05,
|
| 237 |
+
"scale": 17.676389694213867,
|
| 238 |
+
"rel_diff": 3.193276431372841e-06,
|
| 239 |
+
"float32_vs_float64": {
|
| 240 |
+
"max_abs_diff": 5.43574962762472e-05,
|
| 241 |
+
"scale": 17.676388271504976,
|
| 242 |
+
"rel_diff": 3.075147221328782e-06,
|
| 243 |
+
"samples": 4,
|
| 244 |
+
"of": 4,
|
| 245 |
+
"complete": true
|
| 246 |
+
}
|
| 247 |
+
},
|
| 248 |
+
{
|
| 249 |
+
"size": [
|
| 250 |
+
320,
|
| 251 |
+
320
|
| 252 |
+
],
|
| 253 |
+
"predict_masks_equal": 4,
|
| 254 |
+
"pixels": 409600,
|
| 255 |
+
"disagreeing_pixels": 0,
|
| 256 |
+
"unexplained_pixels": 0,
|
| 257 |
+
"max_abs_diff": 8.058547973632812e-05,
|
| 258 |
+
"scale": 15.875222206115723,
|
| 259 |
+
"rel_diff": 5.07617963956962e-06,
|
| 260 |
+
"float32_vs_float64": {
|
| 261 |
+
"max_abs_diff": 8.875120743523368e-05,
|
| 262 |
+
"scale": 15.875225359249551,
|
| 263 |
+
"rel_diff": 5.590547877389572e-06,
|
| 264 |
+
"samples": 4,
|
| 265 |
+
"of": 4,
|
| 266 |
+
"complete": true
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
]
|
| 270 |
+
},
|
| 271 |
+
"tool": "tools/hf_onnx_export.py",
|
| 272 |
+
"stamped_at": "2026-09-07T16:44:15+00:00"
|
| 273 |
+
}
|
| 274 |
+
}
|
COVIDQUEx.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7145006b8f99cd1935314ceb509dad2bab979f68542fc7feff42262d37ea9f23
|
| 3 |
+
size 138066085
|
COVIDQUEx.onnx.config.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/model-sidecar/v1",
|
| 3 |
+
"model": {
|
| 4 |
+
"graph": "onnx",
|
| 5 |
+
"args": {
|
| 6 |
+
"input_channel": 3,
|
| 7 |
+
"num_classes": 1
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
"inference": {
|
| 11 |
+
"normalize": {
|
| 12 |
+
"mean": [
|
| 13 |
+
0.485,
|
| 14 |
+
0.456,
|
| 15 |
+
0.406
|
| 16 |
+
],
|
| 17 |
+
"std": [
|
| 18 |
+
58.395,
|
| 19 |
+
57.12,
|
| 20 |
+
57.375
|
| 21 |
+
]
|
| 22 |
+
},
|
| 23 |
+
"scale": 255.0,
|
| 24 |
+
"size": [
|
| 25 |
+
256,
|
| 26 |
+
256
|
| 27 |
+
],
|
| 28 |
+
"threshold": 0.5
|
| 29 |
+
}
|
| 30 |
+
}
|
COVIDQUEx.onnx.provenance.json
ADDED
|
@@ -0,0 +1,274 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/graph-provenance/v1",
|
| 3 |
+
"source": {
|
| 4 |
+
"file": "COVIDQUEx.pth",
|
| 5 |
+
"sha256": "956a0bcc132eefbab0d6cc923ee359e97b4c1ad221647e1d0cfbdd4ba28333c1",
|
| 6 |
+
"reference": "COVIDQUEx.pth",
|
| 7 |
+
"model": "U_Net",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "COVIDQUEx.pth.config.json",
|
| 12 |
+
"sha256": "59c271fdcc3162aca1f567fe1b387872dfd21814a34993209082c6660ce90246"
|
| 13 |
+
}
|
| 14 |
+
],
|
| 15 |
+
"float32_vs_float64": {
|
| 16 |
+
"shape": [
|
| 17 |
+
1,
|
| 18 |
+
3,
|
| 19 |
+
256,
|
| 20 |
+
256
|
| 21 |
+
],
|
| 22 |
+
"torch": "ok",
|
| 23 |
+
"float64": "ok",
|
| 24 |
+
"threads": 6,
|
| 25 |
+
"max_abs_diff": 0.0017974990096263355,
|
| 26 |
+
"scale": 3181.3610636913468,
|
| 27 |
+
"rel_diff": 5.650094326422319e-07
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"graph": {
|
| 31 |
+
"kind": "onnx",
|
| 32 |
+
"file": "COVIDQUEx.onnx",
|
| 33 |
+
"sha256": "7145006b8f99cd1935314ceb509dad2bab979f68542fc7feff42262d37ea9f23",
|
| 34 |
+
"bytes": 138066085,
|
| 35 |
+
"opset": 17,
|
| 36 |
+
"dynamic": true,
|
| 37 |
+
"reason": "dynamic_verified",
|
| 38 |
+
"input": "image",
|
| 39 |
+
"output": "logits",
|
| 40 |
+
"input_channel": 3,
|
| 41 |
+
"num_classes": 1,
|
| 42 |
+
"size": [
|
| 43 |
+
256,
|
| 44 |
+
256
|
| 45 |
+
]
|
| 46 |
+
},
|
| 47 |
+
"exporter": {
|
| 48 |
+
"api": "torch.onnx.export",
|
| 49 |
+
"name": "torchscript",
|
| 50 |
+
"dynamo": false,
|
| 51 |
+
"registered_symbolics": {
|
| 52 |
+
"aten::roll": 17
|
| 53 |
+
},
|
| 54 |
+
"producer": "pytorch 2.13.0",
|
| 55 |
+
"torch": "2.13.0+cpu",
|
| 56 |
+
"onnx": "1.22.0",
|
| 57 |
+
"onnxruntime": "1.29.0"
|
| 58 |
+
},
|
| 59 |
+
"verification_input": {
|
| 60 |
+
"kind": "smooth_random_field",
|
| 61 |
+
"distribution": "normal",
|
| 62 |
+
"coarse_factor": 16,
|
| 63 |
+
"min_coarse": 4,
|
| 64 |
+
"interpolation": "bilinear",
|
| 65 |
+
"align_corners": false,
|
| 66 |
+
"seed": 0
|
| 67 |
+
},
|
| 68 |
+
"attempts": [
|
| 69 |
+
{
|
| 70 |
+
"mode": "dynamic",
|
| 71 |
+
"exporter": "torchscript",
|
| 72 |
+
"outcome": "kept",
|
| 73 |
+
"reason": null,
|
| 74 |
+
"error": null,
|
| 75 |
+
"verification": [
|
| 76 |
+
{
|
| 77 |
+
"shape": [
|
| 78 |
+
1,
|
| 79 |
+
3,
|
| 80 |
+
256,
|
| 81 |
+
256
|
| 82 |
+
],
|
| 83 |
+
"torch": "ok",
|
| 84 |
+
"graph": "ok",
|
| 85 |
+
"max_abs_diff": 0.001953125,
|
| 86 |
+
"scale": 3181.360595703125,
|
| 87 |
+
"rel_diff": 6.139275763451556e-07
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"shape": [
|
| 91 |
+
1,
|
| 92 |
+
3,
|
| 93 |
+
320,
|
| 94 |
+
320
|
| 95 |
+
],
|
| 96 |
+
"torch": "ok",
|
| 97 |
+
"graph": "ok",
|
| 98 |
+
"max_abs_diff": 0.00146484375,
|
| 99 |
+
"scale": 2866.93310546875,
|
| 100 |
+
"rel_diff": 5.109445167052458e-07
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"shape": [
|
| 104 |
+
1,
|
| 105 |
+
3,
|
| 106 |
+
224,
|
| 107 |
+
224
|
| 108 |
+
],
|
| 109 |
+
"torch": "ok",
|
| 110 |
+
"graph": "ok",
|
| 111 |
+
"max_abs_diff": 0.001708984375,
|
| 112 |
+
"scale": 2378.41064453125,
|
| 113 |
+
"rel_diff": 7.185405005353127e-07
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"shape": [
|
| 117 |
+
1,
|
| 118 |
+
3,
|
| 119 |
+
512,
|
| 120 |
+
512
|
| 121 |
+
],
|
| 122 |
+
"torch": "ok",
|
| 123 |
+
"graph": "ok",
|
| 124 |
+
"max_abs_diff": 0.0029296875,
|
| 125 |
+
"scale": 3818.9296875,
|
| 126 |
+
"rel_diff": 7.67148845287558e-07
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"shape": [
|
| 130 |
+
2,
|
| 131 |
+
3,
|
| 132 |
+
256,
|
| 133 |
+
256
|
| 134 |
+
],
|
| 135 |
+
"torch": "ok",
|
| 136 |
+
"graph": "ok",
|
| 137 |
+
"max_abs_diff": 0.001953125,
|
| 138 |
+
"scale": 3181.360595703125,
|
| 139 |
+
"rel_diff": 6.139275763451556e-07
|
| 140 |
+
}
|
| 141 |
+
]
|
| 142 |
+
}
|
| 143 |
+
],
|
| 144 |
+
"verification": [
|
| 145 |
+
{
|
| 146 |
+
"shape": [
|
| 147 |
+
1,
|
| 148 |
+
3,
|
| 149 |
+
256,
|
| 150 |
+
256
|
| 151 |
+
],
|
| 152 |
+
"torch": "ok",
|
| 153 |
+
"graph": "ok",
|
| 154 |
+
"max_abs_diff": 0.001953125,
|
| 155 |
+
"scale": 3181.360595703125,
|
| 156 |
+
"rel_diff": 6.139275763451556e-07
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"shape": [
|
| 160 |
+
1,
|
| 161 |
+
3,
|
| 162 |
+
320,
|
| 163 |
+
320
|
| 164 |
+
],
|
| 165 |
+
"torch": "ok",
|
| 166 |
+
"graph": "ok",
|
| 167 |
+
"max_abs_diff": 0.00146484375,
|
| 168 |
+
"scale": 2866.93310546875,
|
| 169 |
+
"rel_diff": 5.109445167052458e-07
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"shape": [
|
| 173 |
+
1,
|
| 174 |
+
3,
|
| 175 |
+
224,
|
| 176 |
+
224
|
| 177 |
+
],
|
| 178 |
+
"torch": "ok",
|
| 179 |
+
"graph": "ok",
|
| 180 |
+
"max_abs_diff": 0.001708984375,
|
| 181 |
+
"scale": 2378.41064453125,
|
| 182 |
+
"rel_diff": 7.185405005353127e-07
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"shape": [
|
| 186 |
+
1,
|
| 187 |
+
3,
|
| 188 |
+
512,
|
| 189 |
+
512
|
| 190 |
+
],
|
| 191 |
+
"torch": "ok",
|
| 192 |
+
"graph": "ok",
|
| 193 |
+
"max_abs_diff": 0.0029296875,
|
| 194 |
+
"scale": 3818.9296875,
|
| 195 |
+
"rel_diff": 7.67148845287558e-07
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"shape": [
|
| 199 |
+
2,
|
| 200 |
+
3,
|
| 201 |
+
256,
|
| 202 |
+
256
|
| 203 |
+
],
|
| 204 |
+
"torch": "ok",
|
| 205 |
+
"graph": "ok",
|
| 206 |
+
"max_abs_diff": 0.001953125,
|
| 207 |
+
"scale": 3181.360595703125,
|
| 208 |
+
"rel_diff": 6.139275763451556e-07
|
| 209 |
+
}
|
| 210 |
+
],
|
| 211 |
+
"exported_at": "2026-09-07T16:43:37+00:00",
|
| 212 |
+
"release": {
|
| 213 |
+
"repo": "MedOtter/U_Net",
|
| 214 |
+
"revision": "b96a046e161645d94ff9361b2db43032de3f7dcd",
|
| 215 |
+
"pth_file": "COVIDQUEx.pth",
|
| 216 |
+
"pth_sha256": "956a0bcc132eefbab0d6cc923ee359e97b4c1ad221647e1d0cfbdd4ba28333c1",
|
| 217 |
+
"sidecar_sha256": "402e4863796b2530120ab02b07d1cb1732e28237a9d98398dec1bbc4a73d5594",
|
| 218 |
+
"sidecar_source": "existing",
|
| 219 |
+
"group": "checkout_only",
|
| 220 |
+
"reference_check": {
|
| 221 |
+
"dataset": "COVIDQUEx",
|
| 222 |
+
"split": "val",
|
| 223 |
+
"samples": 4,
|
| 224 |
+
"reproducible": true,
|
| 225 |
+
"status": "pass",
|
| 226 |
+
"sizes": [
|
| 227 |
+
{
|
| 228 |
+
"size": [
|
| 229 |
+
256,
|
| 230 |
+
256
|
| 231 |
+
],
|
| 232 |
+
"predict_masks_equal": 4,
|
| 233 |
+
"pixels": 262144,
|
| 234 |
+
"disagreeing_pixels": 0,
|
| 235 |
+
"unexplained_pixels": 0,
|
| 236 |
+
"max_abs_diff": 0.00022143125534057617,
|
| 237 |
+
"scale": 22.78450584411621,
|
| 238 |
+
"rel_diff": 9.718501549058515e-06,
|
| 239 |
+
"float32_vs_float64": {
|
| 240 |
+
"max_abs_diff": 0.00023019435308735403,
|
| 241 |
+
"scale": 22.78450224255754,
|
| 242 |
+
"rel_diff": 1.0103110905683535e-05,
|
| 243 |
+
"samples": 4,
|
| 244 |
+
"of": 4,
|
| 245 |
+
"complete": true
|
| 246 |
+
}
|
| 247 |
+
},
|
| 248 |
+
{
|
| 249 |
+
"size": [
|
| 250 |
+
320,
|
| 251 |
+
320
|
| 252 |
+
],
|
| 253 |
+
"predict_masks_equal": 4,
|
| 254 |
+
"pixels": 409600,
|
| 255 |
+
"disagreeing_pixels": 0,
|
| 256 |
+
"unexplained_pixels": 0,
|
| 257 |
+
"max_abs_diff": 0.0002703070640563965,
|
| 258 |
+
"scale": 19.661394119262695,
|
| 259 |
+
"rel_diff": 1.3748112794889288e-05,
|
| 260 |
+
"float32_vs_float64": {
|
| 261 |
+
"max_abs_diff": 0.0002635655440982876,
|
| 262 |
+
"scale": 19.661386157997075,
|
| 263 |
+
"rel_diff": 1.3405237147589663e-05,
|
| 264 |
+
"samples": 4,
|
| 265 |
+
"of": 4,
|
| 266 |
+
"complete": true
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
]
|
| 270 |
+
},
|
| 271 |
+
"tool": "tools/hf_onnx_export.py",
|
| 272 |
+
"stamped_at": "2026-09-07T16:44:30+00:00"
|
| 273 |
+
}
|
| 274 |
+
}
|
DRIVE.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cb1eea44dda84c65b0d53647890f1ecfdc95023a9c43fdc9130f5fc440315694
|
| 3 |
+
size 138066085
|
DRIVE.onnx.config.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/model-sidecar/v1",
|
| 3 |
+
"model": {
|
| 4 |
+
"graph": "onnx",
|
| 5 |
+
"args": {
|
| 6 |
+
"input_channel": 3,
|
| 7 |
+
"num_classes": 1
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
"inference": {
|
| 11 |
+
"normalize": {
|
| 12 |
+
"mean": [
|
| 13 |
+
0.485,
|
| 14 |
+
0.456,
|
| 15 |
+
0.406
|
| 16 |
+
],
|
| 17 |
+
"std": [
|
| 18 |
+
58.395,
|
| 19 |
+
57.12,
|
| 20 |
+
57.375
|
| 21 |
+
]
|
| 22 |
+
},
|
| 23 |
+
"scale": 255.0,
|
| 24 |
+
"size": [
|
| 25 |
+
256,
|
| 26 |
+
256
|
| 27 |
+
],
|
| 28 |
+
"threshold": 0.5
|
| 29 |
+
}
|
| 30 |
+
}
|
DRIVE.onnx.provenance.json
ADDED
|
@@ -0,0 +1,274 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/graph-provenance/v1",
|
| 3 |
+
"source": {
|
| 4 |
+
"file": "DRIVE.pth",
|
| 5 |
+
"sha256": "2c90224bff173aca2f0313c910194a0066f3b8dc341e9478957d14e74dfdd07c",
|
| 6 |
+
"reference": "DRIVE.pth",
|
| 7 |
+
"model": "U_Net",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "DRIVE.pth.config.json",
|
| 12 |
+
"sha256": "59c271fdcc3162aca1f567fe1b387872dfd21814a34993209082c6660ce90246"
|
| 13 |
+
}
|
| 14 |
+
],
|
| 15 |
+
"float32_vs_float64": {
|
| 16 |
+
"shape": [
|
| 17 |
+
1,
|
| 18 |
+
3,
|
| 19 |
+
256,
|
| 20 |
+
256
|
| 21 |
+
],
|
| 22 |
+
"torch": "ok",
|
| 23 |
+
"float64": "ok",
|
| 24 |
+
"threads": 6,
|
| 25 |
+
"max_abs_diff": 0.0043068027171102585,
|
| 26 |
+
"scale": 2905.02328174399,
|
| 27 |
+
"rel_diff": 1.4825363859131379e-06
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"graph": {
|
| 31 |
+
"kind": "onnx",
|
| 32 |
+
"file": "DRIVE.onnx",
|
| 33 |
+
"sha256": "cb1eea44dda84c65b0d53647890f1ecfdc95023a9c43fdc9130f5fc440315694",
|
| 34 |
+
"bytes": 138066085,
|
| 35 |
+
"opset": 17,
|
| 36 |
+
"dynamic": true,
|
| 37 |
+
"reason": "dynamic_verified",
|
| 38 |
+
"input": "image",
|
| 39 |
+
"output": "logits",
|
| 40 |
+
"input_channel": 3,
|
| 41 |
+
"num_classes": 1,
|
| 42 |
+
"size": [
|
| 43 |
+
256,
|
| 44 |
+
256
|
| 45 |
+
]
|
| 46 |
+
},
|
| 47 |
+
"exporter": {
|
| 48 |
+
"api": "torch.onnx.export",
|
| 49 |
+
"name": "torchscript",
|
| 50 |
+
"dynamo": false,
|
| 51 |
+
"registered_symbolics": {
|
| 52 |
+
"aten::roll": 17
|
| 53 |
+
},
|
| 54 |
+
"producer": "pytorch 2.13.0",
|
| 55 |
+
"torch": "2.13.0+cpu",
|
| 56 |
+
"onnx": "1.22.0",
|
| 57 |
+
"onnxruntime": "1.29.0"
|
| 58 |
+
},
|
| 59 |
+
"verification_input": {
|
| 60 |
+
"kind": "smooth_random_field",
|
| 61 |
+
"distribution": "normal",
|
| 62 |
+
"coarse_factor": 16,
|
| 63 |
+
"min_coarse": 4,
|
| 64 |
+
"interpolation": "bilinear",
|
| 65 |
+
"align_corners": false,
|
| 66 |
+
"seed": 0
|
| 67 |
+
},
|
| 68 |
+
"attempts": [
|
| 69 |
+
{
|
| 70 |
+
"mode": "dynamic",
|
| 71 |
+
"exporter": "torchscript",
|
| 72 |
+
"outcome": "kept",
|
| 73 |
+
"reason": null,
|
| 74 |
+
"error": null,
|
| 75 |
+
"verification": [
|
| 76 |
+
{
|
| 77 |
+
"shape": [
|
| 78 |
+
1,
|
| 79 |
+
3,
|
| 80 |
+
256,
|
| 81 |
+
256
|
| 82 |
+
],
|
| 83 |
+
"torch": "ok",
|
| 84 |
+
"graph": "ok",
|
| 85 |
+
"max_abs_diff": 0.00470733642578125,
|
| 86 |
+
"scale": 2905.0234375,
|
| 87 |
+
"rel_diff": 1.620412546424163e-06
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"shape": [
|
| 91 |
+
1,
|
| 92 |
+
3,
|
| 93 |
+
320,
|
| 94 |
+
320
|
| 95 |
+
],
|
| 96 |
+
"torch": "ok",
|
| 97 |
+
"graph": "ok",
|
| 98 |
+
"max_abs_diff": 0.0052490234375,
|
| 99 |
+
"scale": 2676.88037109375,
|
| 100 |
+
"rel_diff": 1.9608733711754534e-06
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"shape": [
|
| 104 |
+
1,
|
| 105 |
+
3,
|
| 106 |
+
224,
|
| 107 |
+
224
|
| 108 |
+
],
|
| 109 |
+
"torch": "ok",
|
| 110 |
+
"graph": "ok",
|
| 111 |
+
"max_abs_diff": 0.00286865234375,
|
| 112 |
+
"scale": 2209.157470703125,
|
| 113 |
+
"rel_diff": 1.2985277789350944e-06
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"shape": [
|
| 117 |
+
1,
|
| 118 |
+
3,
|
| 119 |
+
512,
|
| 120 |
+
512
|
| 121 |
+
],
|
| 122 |
+
"torch": "ok",
|
| 123 |
+
"graph": "ok",
|
| 124 |
+
"max_abs_diff": 0.003662109375,
|
| 125 |
+
"scale": 2748.57421875,
|
| 126 |
+
"rel_diff": 1.3323669231917116e-06
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"shape": [
|
| 130 |
+
2,
|
| 131 |
+
3,
|
| 132 |
+
256,
|
| 133 |
+
256
|
| 134 |
+
],
|
| 135 |
+
"torch": "ok",
|
| 136 |
+
"graph": "ok",
|
| 137 |
+
"max_abs_diff": 0.00470733642578125,
|
| 138 |
+
"scale": 3066.314208984375,
|
| 139 |
+
"rel_diff": 1.5351774491957283e-06
|
| 140 |
+
}
|
| 141 |
+
]
|
| 142 |
+
}
|
| 143 |
+
],
|
| 144 |
+
"verification": [
|
| 145 |
+
{
|
| 146 |
+
"shape": [
|
| 147 |
+
1,
|
| 148 |
+
3,
|
| 149 |
+
256,
|
| 150 |
+
256
|
| 151 |
+
],
|
| 152 |
+
"torch": "ok",
|
| 153 |
+
"graph": "ok",
|
| 154 |
+
"max_abs_diff": 0.00470733642578125,
|
| 155 |
+
"scale": 2905.0234375,
|
| 156 |
+
"rel_diff": 1.620412546424163e-06
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"shape": [
|
| 160 |
+
1,
|
| 161 |
+
3,
|
| 162 |
+
320,
|
| 163 |
+
320
|
| 164 |
+
],
|
| 165 |
+
"torch": "ok",
|
| 166 |
+
"graph": "ok",
|
| 167 |
+
"max_abs_diff": 0.0052490234375,
|
| 168 |
+
"scale": 2676.88037109375,
|
| 169 |
+
"rel_diff": 1.9608733711754534e-06
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"shape": [
|
| 173 |
+
1,
|
| 174 |
+
3,
|
| 175 |
+
224,
|
| 176 |
+
224
|
| 177 |
+
],
|
| 178 |
+
"torch": "ok",
|
| 179 |
+
"graph": "ok",
|
| 180 |
+
"max_abs_diff": 0.00286865234375,
|
| 181 |
+
"scale": 2209.157470703125,
|
| 182 |
+
"rel_diff": 1.2985277789350944e-06
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"shape": [
|
| 186 |
+
1,
|
| 187 |
+
3,
|
| 188 |
+
512,
|
| 189 |
+
512
|
| 190 |
+
],
|
| 191 |
+
"torch": "ok",
|
| 192 |
+
"graph": "ok",
|
| 193 |
+
"max_abs_diff": 0.003662109375,
|
| 194 |
+
"scale": 2748.57421875,
|
| 195 |
+
"rel_diff": 1.3323669231917116e-06
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"shape": [
|
| 199 |
+
2,
|
| 200 |
+
3,
|
| 201 |
+
256,
|
| 202 |
+
256
|
| 203 |
+
],
|
| 204 |
+
"torch": "ok",
|
| 205 |
+
"graph": "ok",
|
| 206 |
+
"max_abs_diff": 0.00470733642578125,
|
| 207 |
+
"scale": 3066.314208984375,
|
| 208 |
+
"rel_diff": 1.5351774491957283e-06
|
| 209 |
+
}
|
| 210 |
+
],
|
| 211 |
+
"exported_at": "2026-09-07T16:43:43+00:00",
|
| 212 |
+
"release": {
|
| 213 |
+
"repo": "MedOtter/U_Net",
|
| 214 |
+
"revision": "b96a046e161645d94ff9361b2db43032de3f7dcd",
|
| 215 |
+
"pth_file": "DRIVE.pth",
|
| 216 |
+
"pth_sha256": "2c90224bff173aca2f0313c910194a0066f3b8dc341e9478957d14e74dfdd07c",
|
| 217 |
+
"sidecar_sha256": "402e4863796b2530120ab02b07d1cb1732e28237a9d98398dec1bbc4a73d5594",
|
| 218 |
+
"sidecar_source": "existing",
|
| 219 |
+
"group": "checkout_only",
|
| 220 |
+
"reference_check": {
|
| 221 |
+
"dataset": "DRIVE",
|
| 222 |
+
"split": "val",
|
| 223 |
+
"samples": 4,
|
| 224 |
+
"reproducible": true,
|
| 225 |
+
"status": "pass",
|
| 226 |
+
"sizes": [
|
| 227 |
+
{
|
| 228 |
+
"size": [
|
| 229 |
+
256,
|
| 230 |
+
256
|
| 231 |
+
],
|
| 232 |
+
"predict_masks_equal": 3,
|
| 233 |
+
"pixels": 262144,
|
| 234 |
+
"disagreeing_pixels": 0,
|
| 235 |
+
"unexplained_pixels": 0,
|
| 236 |
+
"max_abs_diff": 0.0010883808135986328,
|
| 237 |
+
"scale": 21.48261833190918,
|
| 238 |
+
"rel_diff": 5.066332216971931e-05,
|
| 239 |
+
"float32_vs_float64": {
|
| 240 |
+
"max_abs_diff": 0.0010883053119667974,
|
| 241 |
+
"scale": 21.48274447457069,
|
| 242 |
+
"rel_diff": 5.065951015965552e-05,
|
| 243 |
+
"samples": 4,
|
| 244 |
+
"of": 4,
|
| 245 |
+
"complete": true
|
| 246 |
+
}
|
| 247 |
+
},
|
| 248 |
+
{
|
| 249 |
+
"size": [
|
| 250 |
+
320,
|
| 251 |
+
320
|
| 252 |
+
],
|
| 253 |
+
"predict_masks_equal": 2,
|
| 254 |
+
"pixels": 409600,
|
| 255 |
+
"disagreeing_pixels": 0,
|
| 256 |
+
"unexplained_pixels": 0,
|
| 257 |
+
"max_abs_diff": 0.0013918876647949219,
|
| 258 |
+
"scale": 22.215864181518555,
|
| 259 |
+
"rel_diff": 6.265287064335032e-05,
|
| 260 |
+
"float32_vs_float64": {
|
| 261 |
+
"max_abs_diff": 0.0013985197838195518,
|
| 262 |
+
"scale": 22.21590229915138,
|
| 263 |
+
"rel_diff": 6.295129340179774e-05,
|
| 264 |
+
"samples": 4,
|
| 265 |
+
"of": 4,
|
| 266 |
+
"complete": true
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
]
|
| 270 |
+
},
|
| 271 |
+
"tool": "tools/hf_onnx_export.py",
|
| 272 |
+
"stamped_at": "2026-09-07T16:44:29+00:00"
|
| 273 |
+
}
|
| 274 |
+
}
|
ISIC2018.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:716beb3461f36d7df78122b9ca8106eaf6d3b6a3f458d3afd5942e47e03e6095
|
| 3 |
+
size 138066085
|
ISIC2018.onnx.config.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/model-sidecar/v1",
|
| 3 |
+
"model": {
|
| 4 |
+
"graph": "onnx",
|
| 5 |
+
"args": {
|
| 6 |
+
"input_channel": 3,
|
| 7 |
+
"num_classes": 1
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
"inference": {
|
| 11 |
+
"normalize": {
|
| 12 |
+
"mean": [
|
| 13 |
+
0.485,
|
| 14 |
+
0.456,
|
| 15 |
+
0.406
|
| 16 |
+
],
|
| 17 |
+
"std": [
|
| 18 |
+
58.395,
|
| 19 |
+
57.12,
|
| 20 |
+
57.375
|
| 21 |
+
]
|
| 22 |
+
},
|
| 23 |
+
"scale": 255.0,
|
| 24 |
+
"size": [
|
| 25 |
+
256,
|
| 26 |
+
256
|
| 27 |
+
],
|
| 28 |
+
"threshold": 0.5
|
| 29 |
+
}
|
| 30 |
+
}
|
ISIC2018.onnx.provenance.json
ADDED
|
@@ -0,0 +1,274 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/graph-provenance/v1",
|
| 3 |
+
"source": {
|
| 4 |
+
"file": "ISIC2018.pth",
|
| 5 |
+
"sha256": "4243468d4ee4b46ff384aebda8e319321ecee08d9ef5d5fcf914511e674c3a31",
|
| 6 |
+
"reference": "ISIC2018.pth",
|
| 7 |
+
"model": "U_Net",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "ISIC2018.pth.config.json",
|
| 12 |
+
"sha256": "59c271fdcc3162aca1f567fe1b387872dfd21814a34993209082c6660ce90246"
|
| 13 |
+
}
|
| 14 |
+
],
|
| 15 |
+
"float32_vs_float64": {
|
| 16 |
+
"shape": [
|
| 17 |
+
1,
|
| 18 |
+
3,
|
| 19 |
+
256,
|
| 20 |
+
256
|
| 21 |
+
],
|
| 22 |
+
"torch": "ok",
|
| 23 |
+
"float64": "ok",
|
| 24 |
+
"threads": 6,
|
| 25 |
+
"max_abs_diff": 0.0024111925702072767,
|
| 26 |
+
"scale": 2684.953594042371,
|
| 27 |
+
"rel_diff": 8.980388247891728e-07
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"graph": {
|
| 31 |
+
"kind": "onnx",
|
| 32 |
+
"file": "ISIC2018.onnx",
|
| 33 |
+
"sha256": "716beb3461f36d7df78122b9ca8106eaf6d3b6a3f458d3afd5942e47e03e6095",
|
| 34 |
+
"bytes": 138066085,
|
| 35 |
+
"opset": 17,
|
| 36 |
+
"dynamic": true,
|
| 37 |
+
"reason": "dynamic_verified",
|
| 38 |
+
"input": "image",
|
| 39 |
+
"output": "logits",
|
| 40 |
+
"input_channel": 3,
|
| 41 |
+
"num_classes": 1,
|
| 42 |
+
"size": [
|
| 43 |
+
256,
|
| 44 |
+
256
|
| 45 |
+
]
|
| 46 |
+
},
|
| 47 |
+
"exporter": {
|
| 48 |
+
"api": "torch.onnx.export",
|
| 49 |
+
"name": "torchscript",
|
| 50 |
+
"dynamo": false,
|
| 51 |
+
"registered_symbolics": {
|
| 52 |
+
"aten::roll": 17
|
| 53 |
+
},
|
| 54 |
+
"producer": "pytorch 2.13.0",
|
| 55 |
+
"torch": "2.13.0+cpu",
|
| 56 |
+
"onnx": "1.22.0",
|
| 57 |
+
"onnxruntime": "1.29.0"
|
| 58 |
+
},
|
| 59 |
+
"verification_input": {
|
| 60 |
+
"kind": "smooth_random_field",
|
| 61 |
+
"distribution": "normal",
|
| 62 |
+
"coarse_factor": 16,
|
| 63 |
+
"min_coarse": 4,
|
| 64 |
+
"interpolation": "bilinear",
|
| 65 |
+
"align_corners": false,
|
| 66 |
+
"seed": 0
|
| 67 |
+
},
|
| 68 |
+
"attempts": [
|
| 69 |
+
{
|
| 70 |
+
"mode": "dynamic",
|
| 71 |
+
"exporter": "torchscript",
|
| 72 |
+
"outcome": "kept",
|
| 73 |
+
"reason": null,
|
| 74 |
+
"error": null,
|
| 75 |
+
"verification": [
|
| 76 |
+
{
|
| 77 |
+
"shape": [
|
| 78 |
+
1,
|
| 79 |
+
3,
|
| 80 |
+
256,
|
| 81 |
+
256
|
| 82 |
+
],
|
| 83 |
+
"torch": "ok",
|
| 84 |
+
"graph": "ok",
|
| 85 |
+
"max_abs_diff": 0.001953125,
|
| 86 |
+
"scale": 2684.953857421875,
|
| 87 |
+
"rel_diff": 7.274333577841871e-07
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"shape": [
|
| 91 |
+
1,
|
| 92 |
+
3,
|
| 93 |
+
320,
|
| 94 |
+
320
|
| 95 |
+
],
|
| 96 |
+
"torch": "ok",
|
| 97 |
+
"graph": "ok",
|
| 98 |
+
"max_abs_diff": 0.002197265625,
|
| 99 |
+
"scale": 3068.859619140625,
|
| 100 |
+
"rel_diff": 7.159876624188179e-07
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"shape": [
|
| 104 |
+
1,
|
| 105 |
+
3,
|
| 106 |
+
224,
|
| 107 |
+
224
|
| 108 |
+
],
|
| 109 |
+
"torch": "ok",
|
| 110 |
+
"graph": "ok",
|
| 111 |
+
"max_abs_diff": 0.00164794921875,
|
| 112 |
+
"scale": 3010.47119140625,
|
| 113 |
+
"rel_diff": 5.474057428133736e-07
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"shape": [
|
| 117 |
+
1,
|
| 118 |
+
3,
|
| 119 |
+
512,
|
| 120 |
+
512
|
| 121 |
+
],
|
| 122 |
+
"torch": "ok",
|
| 123 |
+
"graph": "ok",
|
| 124 |
+
"max_abs_diff": 0.00244140625,
|
| 125 |
+
"scale": 4155.11865234375,
|
| 126 |
+
"rel_diff": 5.875659528092879e-07
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"shape": [
|
| 130 |
+
2,
|
| 131 |
+
3,
|
| 132 |
+
256,
|
| 133 |
+
256
|
| 134 |
+
],
|
| 135 |
+
"torch": "ok",
|
| 136 |
+
"graph": "ok",
|
| 137 |
+
"max_abs_diff": 0.001953125,
|
| 138 |
+
"scale": 3245.56005859375,
|
| 139 |
+
"rel_diff": 6.017836566691846e-07
|
| 140 |
+
}
|
| 141 |
+
]
|
| 142 |
+
}
|
| 143 |
+
],
|
| 144 |
+
"verification": [
|
| 145 |
+
{
|
| 146 |
+
"shape": [
|
| 147 |
+
1,
|
| 148 |
+
3,
|
| 149 |
+
256,
|
| 150 |
+
256
|
| 151 |
+
],
|
| 152 |
+
"torch": "ok",
|
| 153 |
+
"graph": "ok",
|
| 154 |
+
"max_abs_diff": 0.001953125,
|
| 155 |
+
"scale": 2684.953857421875,
|
| 156 |
+
"rel_diff": 7.274333577841871e-07
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"shape": [
|
| 160 |
+
1,
|
| 161 |
+
3,
|
| 162 |
+
320,
|
| 163 |
+
320
|
| 164 |
+
],
|
| 165 |
+
"torch": "ok",
|
| 166 |
+
"graph": "ok",
|
| 167 |
+
"max_abs_diff": 0.002197265625,
|
| 168 |
+
"scale": 3068.859619140625,
|
| 169 |
+
"rel_diff": 7.159876624188179e-07
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"shape": [
|
| 173 |
+
1,
|
| 174 |
+
3,
|
| 175 |
+
224,
|
| 176 |
+
224
|
| 177 |
+
],
|
| 178 |
+
"torch": "ok",
|
| 179 |
+
"graph": "ok",
|
| 180 |
+
"max_abs_diff": 0.00164794921875,
|
| 181 |
+
"scale": 3010.47119140625,
|
| 182 |
+
"rel_diff": 5.474057428133736e-07
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"shape": [
|
| 186 |
+
1,
|
| 187 |
+
3,
|
| 188 |
+
512,
|
| 189 |
+
512
|
| 190 |
+
],
|
| 191 |
+
"torch": "ok",
|
| 192 |
+
"graph": "ok",
|
| 193 |
+
"max_abs_diff": 0.00244140625,
|
| 194 |
+
"scale": 4155.11865234375,
|
| 195 |
+
"rel_diff": 5.875659528092879e-07
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"shape": [
|
| 199 |
+
2,
|
| 200 |
+
3,
|
| 201 |
+
256,
|
| 202 |
+
256
|
| 203 |
+
],
|
| 204 |
+
"torch": "ok",
|
| 205 |
+
"graph": "ok",
|
| 206 |
+
"max_abs_diff": 0.001953125,
|
| 207 |
+
"scale": 3245.56005859375,
|
| 208 |
+
"rel_diff": 6.017836566691846e-07
|
| 209 |
+
}
|
| 210 |
+
],
|
| 211 |
+
"exported_at": "2026-09-07T16:44:17+00:00",
|
| 212 |
+
"release": {
|
| 213 |
+
"repo": "MedOtter/U_Net",
|
| 214 |
+
"revision": "b96a046e161645d94ff9361b2db43032de3f7dcd",
|
| 215 |
+
"pth_file": "ISIC2018.pth",
|
| 216 |
+
"pth_sha256": "4243468d4ee4b46ff384aebda8e319321ecee08d9ef5d5fcf914511e674c3a31",
|
| 217 |
+
"sidecar_sha256": "402e4863796b2530120ab02b07d1cb1732e28237a9d98398dec1bbc4a73d5594",
|
| 218 |
+
"sidecar_source": "existing",
|
| 219 |
+
"group": "checkout_only",
|
| 220 |
+
"reference_check": {
|
| 221 |
+
"dataset": "ISIC2018",
|
| 222 |
+
"split": "val",
|
| 223 |
+
"samples": 4,
|
| 224 |
+
"reproducible": true,
|
| 225 |
+
"status": "pass",
|
| 226 |
+
"sizes": [
|
| 227 |
+
{
|
| 228 |
+
"size": [
|
| 229 |
+
256,
|
| 230 |
+
256
|
| 231 |
+
],
|
| 232 |
+
"predict_masks_equal": 4,
|
| 233 |
+
"pixels": 262144,
|
| 234 |
+
"disagreeing_pixels": 0,
|
| 235 |
+
"unexplained_pixels": 0,
|
| 236 |
+
"max_abs_diff": 7.915496826171875e-05,
|
| 237 |
+
"scale": 18.687721252441406,
|
| 238 |
+
"rel_diff": 4.235667216588955e-06,
|
| 239 |
+
"float32_vs_float64": {
|
| 240 |
+
"max_abs_diff": 7.74783460073536e-05,
|
| 241 |
+
"scale": 18.687731130145913,
|
| 242 |
+
"rel_diff": 4.145947170781488e-06,
|
| 243 |
+
"samples": 4,
|
| 244 |
+
"of": 4,
|
| 245 |
+
"complete": true
|
| 246 |
+
}
|
| 247 |
+
},
|
| 248 |
+
{
|
| 249 |
+
"size": [
|
| 250 |
+
320,
|
| 251 |
+
320
|
| 252 |
+
],
|
| 253 |
+
"predict_masks_equal": 3,
|
| 254 |
+
"pixels": 409600,
|
| 255 |
+
"disagreeing_pixels": 0,
|
| 256 |
+
"unexplained_pixels": 0,
|
| 257 |
+
"max_abs_diff": 7.915496826171875e-05,
|
| 258 |
+
"scale": 20.980932235717773,
|
| 259 |
+
"rel_diff": 3.772709781072833e-06,
|
| 260 |
+
"float32_vs_float64": {
|
| 261 |
+
"max_abs_diff": 7.828181157165659e-05,
|
| 262 |
+
"scale": 20.98095730339747,
|
| 263 |
+
"rel_diff": 3.731088645749273e-06,
|
| 264 |
+
"samples": 4,
|
| 265 |
+
"of": 4,
|
| 266 |
+
"complete": true
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
]
|
| 270 |
+
},
|
| 271 |
+
"tool": "tools/hf_onnx_export.py",
|
| 272 |
+
"stamped_at": "2026-09-07T16:44:54+00:00"
|
| 273 |
+
}
|
| 274 |
+
}
|
PROMISE12.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3cc65972d727f267c5d98c93a7dc035e5b482d1092251beec444d4eb789fadd2
|
| 3 |
+
size 138066085
|
PROMISE12.onnx.config.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/model-sidecar/v1",
|
| 3 |
+
"model": {
|
| 4 |
+
"graph": "onnx",
|
| 5 |
+
"args": {
|
| 6 |
+
"input_channel": 3,
|
| 7 |
+
"num_classes": 1
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
"inference": {
|
| 11 |
+
"normalize": {
|
| 12 |
+
"mean": [
|
| 13 |
+
0.485,
|
| 14 |
+
0.456,
|
| 15 |
+
0.406
|
| 16 |
+
],
|
| 17 |
+
"std": [
|
| 18 |
+
58.395,
|
| 19 |
+
57.12,
|
| 20 |
+
57.375
|
| 21 |
+
]
|
| 22 |
+
},
|
| 23 |
+
"scale": 255.0,
|
| 24 |
+
"size": [
|
| 25 |
+
256,
|
| 26 |
+
256
|
| 27 |
+
],
|
| 28 |
+
"threshold": 0.5
|
| 29 |
+
}
|
| 30 |
+
}
|
PROMISE12.onnx.provenance.json
ADDED
|
@@ -0,0 +1,274 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/graph-provenance/v1",
|
| 3 |
+
"source": {
|
| 4 |
+
"file": "PROMISE12.pth",
|
| 5 |
+
"sha256": "02aa46ead6db48831dcec50481c62e0c74897edec7270b06441eccc3f73bc5d5",
|
| 6 |
+
"reference": "PROMISE12.pth",
|
| 7 |
+
"model": "U_Net",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "PROMISE12.pth.config.json",
|
| 12 |
+
"sha256": "59c271fdcc3162aca1f567fe1b387872dfd21814a34993209082c6660ce90246"
|
| 13 |
+
}
|
| 14 |
+
],
|
| 15 |
+
"float32_vs_float64": {
|
| 16 |
+
"shape": [
|
| 17 |
+
1,
|
| 18 |
+
3,
|
| 19 |
+
256,
|
| 20 |
+
256
|
| 21 |
+
],
|
| 22 |
+
"torch": "ok",
|
| 23 |
+
"float64": "ok",
|
| 24 |
+
"threads": 6,
|
| 25 |
+
"max_abs_diff": 0.001230521473985391,
|
| 26 |
+
"scale": 1734.8154601112508,
|
| 27 |
+
"rel_diff": 7.093097232984537e-07
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"graph": {
|
| 31 |
+
"kind": "onnx",
|
| 32 |
+
"file": "PROMISE12.onnx",
|
| 33 |
+
"sha256": "3cc65972d727f267c5d98c93a7dc035e5b482d1092251beec444d4eb789fadd2",
|
| 34 |
+
"bytes": 138066085,
|
| 35 |
+
"opset": 17,
|
| 36 |
+
"dynamic": true,
|
| 37 |
+
"reason": "dynamic_verified",
|
| 38 |
+
"input": "image",
|
| 39 |
+
"output": "logits",
|
| 40 |
+
"input_channel": 3,
|
| 41 |
+
"num_classes": 1,
|
| 42 |
+
"size": [
|
| 43 |
+
256,
|
| 44 |
+
256
|
| 45 |
+
]
|
| 46 |
+
},
|
| 47 |
+
"exporter": {
|
| 48 |
+
"api": "torch.onnx.export",
|
| 49 |
+
"name": "torchscript",
|
| 50 |
+
"dynamo": false,
|
| 51 |
+
"registered_symbolics": {
|
| 52 |
+
"aten::roll": 17
|
| 53 |
+
},
|
| 54 |
+
"producer": "pytorch 2.13.0",
|
| 55 |
+
"torch": "2.13.0+cpu",
|
| 56 |
+
"onnx": "1.22.0",
|
| 57 |
+
"onnxruntime": "1.29.0"
|
| 58 |
+
},
|
| 59 |
+
"verification_input": {
|
| 60 |
+
"kind": "smooth_random_field",
|
| 61 |
+
"distribution": "normal",
|
| 62 |
+
"coarse_factor": 16,
|
| 63 |
+
"min_coarse": 4,
|
| 64 |
+
"interpolation": "bilinear",
|
| 65 |
+
"align_corners": false,
|
| 66 |
+
"seed": 0
|
| 67 |
+
},
|
| 68 |
+
"attempts": [
|
| 69 |
+
{
|
| 70 |
+
"mode": "dynamic",
|
| 71 |
+
"exporter": "torchscript",
|
| 72 |
+
"outcome": "kept",
|
| 73 |
+
"reason": null,
|
| 74 |
+
"error": null,
|
| 75 |
+
"verification": [
|
| 76 |
+
{
|
| 77 |
+
"shape": [
|
| 78 |
+
1,
|
| 79 |
+
3,
|
| 80 |
+
256,
|
| 81 |
+
256
|
| 82 |
+
],
|
| 83 |
+
"torch": "ok",
|
| 84 |
+
"graph": "ok",
|
| 85 |
+
"max_abs_diff": 0.00140380859375,
|
| 86 |
+
"scale": 1734.8150634765625,
|
| 87 |
+
"rel_diff": 8.091978351495134e-07
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"shape": [
|
| 91 |
+
1,
|
| 92 |
+
3,
|
| 93 |
+
320,
|
| 94 |
+
320
|
| 95 |
+
],
|
| 96 |
+
"torch": "ok",
|
| 97 |
+
"graph": "ok",
|
| 98 |
+
"max_abs_diff": 0.001220703125,
|
| 99 |
+
"scale": 2595.2138671875,
|
| 100 |
+
"rel_diff": 4.7036706316728624e-07
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"shape": [
|
| 104 |
+
1,
|
| 105 |
+
3,
|
| 106 |
+
224,
|
| 107 |
+
224
|
| 108 |
+
],
|
| 109 |
+
"torch": "ok",
|
| 110 |
+
"graph": "ok",
|
| 111 |
+
"max_abs_diff": 0.0009765625,
|
| 112 |
+
"scale": 1812.0181884765625,
|
| 113 |
+
"rel_diff": 5.389363673115422e-07
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"shape": [
|
| 117 |
+
1,
|
| 118 |
+
3,
|
| 119 |
+
512,
|
| 120 |
+
512
|
| 121 |
+
],
|
| 122 |
+
"torch": "ok",
|
| 123 |
+
"graph": "ok",
|
| 124 |
+
"max_abs_diff": 0.001708984375,
|
| 125 |
+
"scale": 3027.098388671875,
|
| 126 |
+
"rel_diff": 5.645618858625236e-07
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"shape": [
|
| 130 |
+
2,
|
| 131 |
+
3,
|
| 132 |
+
256,
|
| 133 |
+
256
|
| 134 |
+
],
|
| 135 |
+
"torch": "ok",
|
| 136 |
+
"graph": "ok",
|
| 137 |
+
"max_abs_diff": 0.0015869140625,
|
| 138 |
+
"scale": 2398.13525390625,
|
| 139 |
+
"rel_diff": 6.617283407660697e-07
|
| 140 |
+
}
|
| 141 |
+
]
|
| 142 |
+
}
|
| 143 |
+
],
|
| 144 |
+
"verification": [
|
| 145 |
+
{
|
| 146 |
+
"shape": [
|
| 147 |
+
1,
|
| 148 |
+
3,
|
| 149 |
+
256,
|
| 150 |
+
256
|
| 151 |
+
],
|
| 152 |
+
"torch": "ok",
|
| 153 |
+
"graph": "ok",
|
| 154 |
+
"max_abs_diff": 0.00140380859375,
|
| 155 |
+
"scale": 1734.8150634765625,
|
| 156 |
+
"rel_diff": 8.091978351495134e-07
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"shape": [
|
| 160 |
+
1,
|
| 161 |
+
3,
|
| 162 |
+
320,
|
| 163 |
+
320
|
| 164 |
+
],
|
| 165 |
+
"torch": "ok",
|
| 166 |
+
"graph": "ok",
|
| 167 |
+
"max_abs_diff": 0.001220703125,
|
| 168 |
+
"scale": 2595.2138671875,
|
| 169 |
+
"rel_diff": 4.7036706316728624e-07
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"shape": [
|
| 173 |
+
1,
|
| 174 |
+
3,
|
| 175 |
+
224,
|
| 176 |
+
224
|
| 177 |
+
],
|
| 178 |
+
"torch": "ok",
|
| 179 |
+
"graph": "ok",
|
| 180 |
+
"max_abs_diff": 0.0009765625,
|
| 181 |
+
"scale": 1812.0181884765625,
|
| 182 |
+
"rel_diff": 5.389363673115422e-07
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"shape": [
|
| 186 |
+
1,
|
| 187 |
+
3,
|
| 188 |
+
512,
|
| 189 |
+
512
|
| 190 |
+
],
|
| 191 |
+
"torch": "ok",
|
| 192 |
+
"graph": "ok",
|
| 193 |
+
"max_abs_diff": 0.001708984375,
|
| 194 |
+
"scale": 3027.098388671875,
|
| 195 |
+
"rel_diff": 5.645618858625236e-07
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"shape": [
|
| 199 |
+
2,
|
| 200 |
+
3,
|
| 201 |
+
256,
|
| 202 |
+
256
|
| 203 |
+
],
|
| 204 |
+
"torch": "ok",
|
| 205 |
+
"graph": "ok",
|
| 206 |
+
"max_abs_diff": 0.0015869140625,
|
| 207 |
+
"scale": 2398.13525390625,
|
| 208 |
+
"rel_diff": 6.617283407660697e-07
|
| 209 |
+
}
|
| 210 |
+
],
|
| 211 |
+
"exported_at": "2026-09-07T16:44:41+00:00",
|
| 212 |
+
"release": {
|
| 213 |
+
"repo": "MedOtter/U_Net",
|
| 214 |
+
"revision": "b96a046e161645d94ff9361b2db43032de3f7dcd",
|
| 215 |
+
"pth_file": "PROMISE12.pth",
|
| 216 |
+
"pth_sha256": "02aa46ead6db48831dcec50481c62e0c74897edec7270b06441eccc3f73bc5d5",
|
| 217 |
+
"sidecar_sha256": "402e4863796b2530120ab02b07d1cb1732e28237a9d98398dec1bbc4a73d5594",
|
| 218 |
+
"sidecar_source": "existing",
|
| 219 |
+
"group": "checkout_only",
|
| 220 |
+
"reference_check": {
|
| 221 |
+
"dataset": "PROMISE12",
|
| 222 |
+
"split": "val",
|
| 223 |
+
"samples": 4,
|
| 224 |
+
"reproducible": true,
|
| 225 |
+
"status": "pass",
|
| 226 |
+
"sizes": [
|
| 227 |
+
{
|
| 228 |
+
"size": [
|
| 229 |
+
256,
|
| 230 |
+
256
|
| 231 |
+
],
|
| 232 |
+
"predict_masks_equal": 4,
|
| 233 |
+
"pixels": 262144,
|
| 234 |
+
"disagreeing_pixels": 0,
|
| 235 |
+
"unexplained_pixels": 0,
|
| 236 |
+
"max_abs_diff": 0.0001964569091796875,
|
| 237 |
+
"scale": 15.93198013305664,
|
| 238 |
+
"rel_diff": 1.2330978794786894e-05,
|
| 239 |
+
"float32_vs_float64": {
|
| 240 |
+
"max_abs_diff": 0.00018840183026114232,
|
| 241 |
+
"scale": 15.931977107945858,
|
| 242 |
+
"rel_diff": 1.1825389214699503e-05,
|
| 243 |
+
"samples": 4,
|
| 244 |
+
"of": 4,
|
| 245 |
+
"complete": true
|
| 246 |
+
}
|
| 247 |
+
},
|
| 248 |
+
{
|
| 249 |
+
"size": [
|
| 250 |
+
320,
|
| 251 |
+
320
|
| 252 |
+
],
|
| 253 |
+
"predict_masks_equal": 4,
|
| 254 |
+
"pixels": 409600,
|
| 255 |
+
"disagreeing_pixels": 0,
|
| 256 |
+
"unexplained_pixels": 0,
|
| 257 |
+
"max_abs_diff": 0.00020694732666015625,
|
| 258 |
+
"scale": 16.48433494567871,
|
| 259 |
+
"rel_diff": 1.25541811266342e-05,
|
| 260 |
+
"float32_vs_float64": {
|
| 261 |
+
"max_abs_diff": 0.0002070844830548424,
|
| 262 |
+
"scale": 16.48433134845508,
|
| 263 |
+
"rel_diff": 1.2562504276174384e-05,
|
| 264 |
+
"samples": 4,
|
| 265 |
+
"of": 4,
|
| 266 |
+
"complete": true
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
]
|
| 270 |
+
},
|
| 271 |
+
"tool": "tools/hf_onnx_export.py",
|
| 272 |
+
"stamped_at": "2026-09-07T16:45:13+00:00"
|
| 273 |
+
}
|
| 274 |
+
}
|
UWaterlooSkinCancer.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0d230c5393df323aa40d0989ae99f0f59676ee30098d37cbea04415926168dbc
|
| 3 |
+
size 138066085
|
UWaterlooSkinCancer.onnx.config.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/model-sidecar/v1",
|
| 3 |
+
"model": {
|
| 4 |
+
"graph": "onnx",
|
| 5 |
+
"args": {
|
| 6 |
+
"input_channel": 3,
|
| 7 |
+
"num_classes": 1
|
| 8 |
+
}
|
| 9 |
+
},
|
| 10 |
+
"inference": {
|
| 11 |
+
"normalize": {
|
| 12 |
+
"mean": [
|
| 13 |
+
0.485,
|
| 14 |
+
0.456,
|
| 15 |
+
0.406
|
| 16 |
+
],
|
| 17 |
+
"std": [
|
| 18 |
+
58.395,
|
| 19 |
+
57.12,
|
| 20 |
+
57.375
|
| 21 |
+
]
|
| 22 |
+
},
|
| 23 |
+
"scale": 255.0,
|
| 24 |
+
"size": [
|
| 25 |
+
256,
|
| 26 |
+
256
|
| 27 |
+
],
|
| 28 |
+
"threshold": 0.5
|
| 29 |
+
}
|
| 30 |
+
}
|
UWaterlooSkinCancer.onnx.provenance.json
ADDED
|
@@ -0,0 +1,274 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/graph-provenance/v1",
|
| 3 |
+
"source": {
|
| 4 |
+
"file": "UWaterlooSkinCancer.pth",
|
| 5 |
+
"sha256": "477751fab34cfad84e287e617cdfd6d286ff3eab680abdb31d861460bebdf552",
|
| 6 |
+
"reference": "UWaterlooSkinCancer.pth",
|
| 7 |
+
"model": "U_Net",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "UWaterlooSkinCancer.pth.config.json",
|
| 12 |
+
"sha256": "59c271fdcc3162aca1f567fe1b387872dfd21814a34993209082c6660ce90246"
|
| 13 |
+
}
|
| 14 |
+
],
|
| 15 |
+
"float32_vs_float64": {
|
| 16 |
+
"shape": [
|
| 17 |
+
1,
|
| 18 |
+
3,
|
| 19 |
+
256,
|
| 20 |
+
256
|
| 21 |
+
],
|
| 22 |
+
"torch": "ok",
|
| 23 |
+
"float64": "ok",
|
| 24 |
+
"threads": 6,
|
| 25 |
+
"max_abs_diff": 0.005325246033862641,
|
| 26 |
+
"scale": 5692.943281309227,
|
| 27 |
+
"rel_diff": 9.354117493750919e-07
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"graph": {
|
| 31 |
+
"kind": "onnx",
|
| 32 |
+
"file": "UWaterlooSkinCancer.onnx",
|
| 33 |
+
"sha256": "0d230c5393df323aa40d0989ae99f0f59676ee30098d37cbea04415926168dbc",
|
| 34 |
+
"bytes": 138066085,
|
| 35 |
+
"opset": 17,
|
| 36 |
+
"dynamic": true,
|
| 37 |
+
"reason": "dynamic_verified",
|
| 38 |
+
"input": "image",
|
| 39 |
+
"output": "logits",
|
| 40 |
+
"input_channel": 3,
|
| 41 |
+
"num_classes": 1,
|
| 42 |
+
"size": [
|
| 43 |
+
256,
|
| 44 |
+
256
|
| 45 |
+
]
|
| 46 |
+
},
|
| 47 |
+
"exporter": {
|
| 48 |
+
"api": "torch.onnx.export",
|
| 49 |
+
"name": "torchscript",
|
| 50 |
+
"dynamo": false,
|
| 51 |
+
"registered_symbolics": {
|
| 52 |
+
"aten::roll": 17
|
| 53 |
+
},
|
| 54 |
+
"producer": "pytorch 2.13.0",
|
| 55 |
+
"torch": "2.13.0+cpu",
|
| 56 |
+
"onnx": "1.22.0",
|
| 57 |
+
"onnxruntime": "1.29.0"
|
| 58 |
+
},
|
| 59 |
+
"verification_input": {
|
| 60 |
+
"kind": "smooth_random_field",
|
| 61 |
+
"distribution": "normal",
|
| 62 |
+
"coarse_factor": 16,
|
| 63 |
+
"min_coarse": 4,
|
| 64 |
+
"interpolation": "bilinear",
|
| 65 |
+
"align_corners": false,
|
| 66 |
+
"seed": 0
|
| 67 |
+
},
|
| 68 |
+
"attempts": [
|
| 69 |
+
{
|
| 70 |
+
"mode": "dynamic",
|
| 71 |
+
"exporter": "torchscript",
|
| 72 |
+
"outcome": "kept",
|
| 73 |
+
"reason": null,
|
| 74 |
+
"error": null,
|
| 75 |
+
"verification": [
|
| 76 |
+
{
|
| 77 |
+
"shape": [
|
| 78 |
+
1,
|
| 79 |
+
3,
|
| 80 |
+
256,
|
| 81 |
+
256
|
| 82 |
+
],
|
| 83 |
+
"torch": "ok",
|
| 84 |
+
"graph": "ok",
|
| 85 |
+
"max_abs_diff": 0.00390625,
|
| 86 |
+
"scale": 5692.9423828125,
|
| 87 |
+
"rel_diff": 6.861566018643218e-07
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"shape": [
|
| 91 |
+
1,
|
| 92 |
+
3,
|
| 93 |
+
320,
|
| 94 |
+
320
|
| 95 |
+
],
|
| 96 |
+
"torch": "ok",
|
| 97 |
+
"graph": "ok",
|
| 98 |
+
"max_abs_diff": 0.004150390625,
|
| 99 |
+
"scale": 5633.552734375,
|
| 100 |
+
"rel_diff": 7.367270389917552e-07
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"shape": [
|
| 104 |
+
1,
|
| 105 |
+
3,
|
| 106 |
+
224,
|
| 107 |
+
224
|
| 108 |
+
],
|
| 109 |
+
"torch": "ok",
|
| 110 |
+
"graph": "ok",
|
| 111 |
+
"max_abs_diff": 0.004150390625,
|
| 112 |
+
"scale": 5548.96630859375,
|
| 113 |
+
"rel_diff": 7.47957438229935e-07
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"shape": [
|
| 117 |
+
1,
|
| 118 |
+
3,
|
| 119 |
+
512,
|
| 120 |
+
512
|
| 121 |
+
],
|
| 122 |
+
"torch": "ok",
|
| 123 |
+
"graph": "ok",
|
| 124 |
+
"max_abs_diff": 0.0048828125,
|
| 125 |
+
"scale": 6638.62646484375,
|
| 126 |
+
"rel_diff": 7.355154753559288e-07
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"shape": [
|
| 130 |
+
2,
|
| 131 |
+
3,
|
| 132 |
+
256,
|
| 133 |
+
256
|
| 134 |
+
],
|
| 135 |
+
"torch": "ok",
|
| 136 |
+
"graph": "ok",
|
| 137 |
+
"max_abs_diff": 0.00390625,
|
| 138 |
+
"scale": 5692.9423828125,
|
| 139 |
+
"rel_diff": 6.861566018643218e-07
|
| 140 |
+
}
|
| 141 |
+
]
|
| 142 |
+
}
|
| 143 |
+
],
|
| 144 |
+
"verification": [
|
| 145 |
+
{
|
| 146 |
+
"shape": [
|
| 147 |
+
1,
|
| 148 |
+
3,
|
| 149 |
+
256,
|
| 150 |
+
256
|
| 151 |
+
],
|
| 152 |
+
"torch": "ok",
|
| 153 |
+
"graph": "ok",
|
| 154 |
+
"max_abs_diff": 0.00390625,
|
| 155 |
+
"scale": 5692.9423828125,
|
| 156 |
+
"rel_diff": 6.861566018643218e-07
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"shape": [
|
| 160 |
+
1,
|
| 161 |
+
3,
|
| 162 |
+
320,
|
| 163 |
+
320
|
| 164 |
+
],
|
| 165 |
+
"torch": "ok",
|
| 166 |
+
"graph": "ok",
|
| 167 |
+
"max_abs_diff": 0.004150390625,
|
| 168 |
+
"scale": 5633.552734375,
|
| 169 |
+
"rel_diff": 7.367270389917552e-07
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"shape": [
|
| 173 |
+
1,
|
| 174 |
+
3,
|
| 175 |
+
224,
|
| 176 |
+
224
|
| 177 |
+
],
|
| 178 |
+
"torch": "ok",
|
| 179 |
+
"graph": "ok",
|
| 180 |
+
"max_abs_diff": 0.004150390625,
|
| 181 |
+
"scale": 5548.96630859375,
|
| 182 |
+
"rel_diff": 7.47957438229935e-07
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"shape": [
|
| 186 |
+
1,
|
| 187 |
+
3,
|
| 188 |
+
512,
|
| 189 |
+
512
|
| 190 |
+
],
|
| 191 |
+
"torch": "ok",
|
| 192 |
+
"graph": "ok",
|
| 193 |
+
"max_abs_diff": 0.0048828125,
|
| 194 |
+
"scale": 6638.62646484375,
|
| 195 |
+
"rel_diff": 7.355154753559288e-07
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"shape": [
|
| 199 |
+
2,
|
| 200 |
+
3,
|
| 201 |
+
256,
|
| 202 |
+
256
|
| 203 |
+
],
|
| 204 |
+
"torch": "ok",
|
| 205 |
+
"graph": "ok",
|
| 206 |
+
"max_abs_diff": 0.00390625,
|
| 207 |
+
"scale": 5692.9423828125,
|
| 208 |
+
"rel_diff": 6.861566018643218e-07
|
| 209 |
+
}
|
| 210 |
+
],
|
| 211 |
+
"exported_at": "2026-09-07T16:44:45+00:00",
|
| 212 |
+
"release": {
|
| 213 |
+
"repo": "MedOtter/U_Net",
|
| 214 |
+
"revision": "b96a046e161645d94ff9361b2db43032de3f7dcd",
|
| 215 |
+
"pth_file": "UWaterlooSkinCancer.pth",
|
| 216 |
+
"pth_sha256": "477751fab34cfad84e287e617cdfd6d286ff3eab680abdb31d861460bebdf552",
|
| 217 |
+
"sidecar_sha256": "402e4863796b2530120ab02b07d1cb1732e28237a9d98398dec1bbc4a73d5594",
|
| 218 |
+
"sidecar_source": "existing",
|
| 219 |
+
"group": "checkout_only",
|
| 220 |
+
"reference_check": {
|
| 221 |
+
"dataset": "UWaterlooSkinCancer",
|
| 222 |
+
"split": "val",
|
| 223 |
+
"samples": 4,
|
| 224 |
+
"reproducible": true,
|
| 225 |
+
"status": "pass",
|
| 226 |
+
"sizes": [
|
| 227 |
+
{
|
| 228 |
+
"size": [
|
| 229 |
+
256,
|
| 230 |
+
256
|
| 231 |
+
],
|
| 232 |
+
"predict_masks_equal": 4,
|
| 233 |
+
"pixels": 262144,
|
| 234 |
+
"disagreeing_pixels": 0,
|
| 235 |
+
"unexplained_pixels": 0,
|
| 236 |
+
"max_abs_diff": 0.00011801719665527344,
|
| 237 |
+
"scale": 15.097378730773926,
|
| 238 |
+
"rel_diff": 7.817065383324566e-06,
|
| 239 |
+
"float32_vs_float64": {
|
| 240 |
+
"max_abs_diff": 0.00011845400341226053,
|
| 241 |
+
"scale": 15.097384572049975,
|
| 242 |
+
"rel_diff": 7.845994969986808e-06,
|
| 243 |
+
"samples": 4,
|
| 244 |
+
"of": 4,
|
| 245 |
+
"complete": true
|
| 246 |
+
}
|
| 247 |
+
},
|
| 248 |
+
{
|
| 249 |
+
"size": [
|
| 250 |
+
320,
|
| 251 |
+
320
|
| 252 |
+
],
|
| 253 |
+
"predict_masks_equal": 4,
|
| 254 |
+
"pixels": 409600,
|
| 255 |
+
"disagreeing_pixels": 0,
|
| 256 |
+
"unexplained_pixels": 0,
|
| 257 |
+
"max_abs_diff": 0.00012886524200439453,
|
| 258 |
+
"scale": 15.153576850891113,
|
| 259 |
+
"rel_diff": 8.503948821615443e-06,
|
| 260 |
+
"float32_vs_float64": {
|
| 261 |
+
"max_abs_diff": 0.00012802940731426737,
|
| 262 |
+
"scale": 15.15358932328314,
|
| 263 |
+
"rel_diff": 8.44878428357255e-06,
|
| 264 |
+
"samples": 4,
|
| 265 |
+
"of": 4,
|
| 266 |
+
"complete": true
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
]
|
| 270 |
+
},
|
| 271 |
+
"tool": "tools/hf_onnx_export.py",
|
| 272 |
+
"stamped_at": "2026-09-07T16:45:30+00:00"
|
| 273 |
+
}
|
| 274 |
+
}
|