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:cb37d54c9cf40ccbe78c76fbbc918ea1dc4c5ec3c95414c6c981f7ef1307e10a
|
| 3 |
+
size 156357119
|
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": "4d0ade76278a9423a51f30cab6e42d28bc405f390bbb222ed1a4c2429907cc0d",
|
| 6 |
+
"reference": "ACDC.pth",
|
| 7 |
+
"model": "R2U_Net",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "ACDC.pth.config.json",
|
| 12 |
+
"sha256": "eaacef1b0a89c78b0706009be7f815cae3d67fadb1ca7c98a5ab924614fe48c5"
|
| 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": 2.989470959446905e-05,
|
| 26 |
+
"scale": 11.57550412343659,
|
| 27 |
+
"rel_diff": 2.5825838145521537e-06
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"graph": {
|
| 31 |
+
"kind": "onnx",
|
| 32 |
+
"file": "ACDC.onnx",
|
| 33 |
+
"sha256": "cb37d54c9cf40ccbe78c76fbbc918ea1dc4c5ec3c95414c6c981f7ef1307e10a",
|
| 34 |
+
"bytes": 156357119,
|
| 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": 3.2067298889160156e-05,
|
| 86 |
+
"scale": 11.575504302978516,
|
| 87 |
+
"rel_diff": 2.7702722965520265e-06
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"shape": [
|
| 91 |
+
1,
|
| 92 |
+
3,
|
| 93 |
+
320,
|
| 94 |
+
320
|
| 95 |
+
],
|
| 96 |
+
"torch": "ok",
|
| 97 |
+
"graph": "ok",
|
| 98 |
+
"max_abs_diff": 2.1576881408691406e-05,
|
| 99 |
+
"scale": 14.62166690826416,
|
| 100 |
+
"rel_diff": 1.4756786311755031e-06
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"shape": [
|
| 104 |
+
1,
|
| 105 |
+
3,
|
| 106 |
+
224,
|
| 107 |
+
224
|
| 108 |
+
],
|
| 109 |
+
"torch": "ok",
|
| 110 |
+
"graph": "ok",
|
| 111 |
+
"max_abs_diff": 2.2411346435546875e-05,
|
| 112 |
+
"scale": 13.533255577087402,
|
| 113 |
+
"rel_diff": 1.6560203350840874e-06
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"shape": [
|
| 117 |
+
1,
|
| 118 |
+
3,
|
| 119 |
+
512,
|
| 120 |
+
512
|
| 121 |
+
],
|
| 122 |
+
"torch": "ok",
|
| 123 |
+
"graph": "ok",
|
| 124 |
+
"max_abs_diff": 3.343820571899414e-05,
|
| 125 |
+
"scale": 15.721539497375488,
|
| 126 |
+
"rel_diff": 2.1269040302685513e-06
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"shape": [
|
| 130 |
+
2,
|
| 131 |
+
3,
|
| 132 |
+
256,
|
| 133 |
+
256
|
| 134 |
+
],
|
| 135 |
+
"torch": "ok",
|
| 136 |
+
"graph": "ok",
|
| 137 |
+
"max_abs_diff": 3.2067298889160156e-05,
|
| 138 |
+
"scale": 17.869226455688477,
|
| 139 |
+
"rel_diff": 1.794554395999155e-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": 3.2067298889160156e-05,
|
| 155 |
+
"scale": 11.575504302978516,
|
| 156 |
+
"rel_diff": 2.7702722965520265e-06
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"shape": [
|
| 160 |
+
1,
|
| 161 |
+
3,
|
| 162 |
+
320,
|
| 163 |
+
320
|
| 164 |
+
],
|
| 165 |
+
"torch": "ok",
|
| 166 |
+
"graph": "ok",
|
| 167 |
+
"max_abs_diff": 2.1576881408691406e-05,
|
| 168 |
+
"scale": 14.62166690826416,
|
| 169 |
+
"rel_diff": 1.4756786311755031e-06
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"shape": [
|
| 173 |
+
1,
|
| 174 |
+
3,
|
| 175 |
+
224,
|
| 176 |
+
224
|
| 177 |
+
],
|
| 178 |
+
"torch": "ok",
|
| 179 |
+
"graph": "ok",
|
| 180 |
+
"max_abs_diff": 2.2411346435546875e-05,
|
| 181 |
+
"scale": 13.533255577087402,
|
| 182 |
+
"rel_diff": 1.6560203350840874e-06
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"shape": [
|
| 186 |
+
1,
|
| 187 |
+
3,
|
| 188 |
+
512,
|
| 189 |
+
512
|
| 190 |
+
],
|
| 191 |
+
"torch": "ok",
|
| 192 |
+
"graph": "ok",
|
| 193 |
+
"max_abs_diff": 3.343820571899414e-05,
|
| 194 |
+
"scale": 15.721539497375488,
|
| 195 |
+
"rel_diff": 2.1269040302685513e-06
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"shape": [
|
| 199 |
+
2,
|
| 200 |
+
3,
|
| 201 |
+
256,
|
| 202 |
+
256
|
| 203 |
+
],
|
| 204 |
+
"torch": "ok",
|
| 205 |
+
"graph": "ok",
|
| 206 |
+
"max_abs_diff": 3.2067298889160156e-05,
|
| 207 |
+
"scale": 17.869226455688477,
|
| 208 |
+
"rel_diff": 1.794554395999155e-06
|
| 209 |
+
}
|
| 210 |
+
],
|
| 211 |
+
"exported_at": "2026-09-07T16:19:59+00:00",
|
| 212 |
+
"release": {
|
| 213 |
+
"repo": "MedOtter/R2U_Net",
|
| 214 |
+
"revision": "b795d5fd7a2d3dc4ec83c9520008ced5a3af91f1",
|
| 215 |
+
"pth_file": "ACDC.pth",
|
| 216 |
+
"pth_sha256": "4d0ade76278a9423a51f30cab6e42d28bc405f390bbb222ed1a4c2429907cc0d",
|
| 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": 0.0012359619140625,
|
| 237 |
+
"scale": 1022.4661254882812,
|
| 238 |
+
"rel_diff": 1.2088047547514235e-06,
|
| 239 |
+
"float32_vs_float64": {
|
| 240 |
+
"max_abs_diff": 0.0012535713905776902,
|
| 241 |
+
"scale": 1022.4665768704938,
|
| 242 |
+
"rel_diff": 1.2260267659941986e-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": 0.001251220703125,
|
| 258 |
+
"scale": 1051.7996826171875,
|
| 259 |
+
"rel_diff": 1.1895998104996516e-06,
|
| 260 |
+
"float32_vs_float64": {
|
| 261 |
+
"max_abs_diff": 0.001189626724340087,
|
| 262 |
+
"scale": 1051.799843631183,
|
| 263 |
+
"rel_diff": 1.131039077010201e-06,
|
| 264 |
+
"samples": 4,
|
| 265 |
+
"of": 4,
|
| 266 |
+
"complete": true
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
]
|
| 270 |
+
},
|
| 271 |
+
"tool": "tools/hf_onnx_export.py",
|
| 272 |
+
"stamped_at": "2026-09-07T16:21:38+00:00"
|
| 273 |
+
}
|
| 274 |
+
}
|
BUSI.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2218b658587062243908b321bb7a08bedbdf7a6265383468b086c684250d59f2
|
| 3 |
+
size 156356339
|
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": "fe6c60cd74da4acd38ed2d051a421b480d97459be4347307eba9517bb32b05e5",
|
| 6 |
+
"reference": "BUSI.pth",
|
| 7 |
+
"model": "R2U_Net",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "BUSI.pth.config.json",
|
| 12 |
+
"sha256": "cb026373d02d6d9bb0c621a582563750728753290331c219b24f955b7d11c700"
|
| 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": 6.645216772227514e-05,
|
| 26 |
+
"scale": 72.341999480624,
|
| 27 |
+
"rel_diff": 9.185835088795632e-07
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"graph": {
|
| 31 |
+
"kind": "onnx",
|
| 32 |
+
"file": "BUSI.onnx",
|
| 33 |
+
"sha256": "2218b658587062243908b321bb7a08bedbdf7a6265383468b086c684250d59f2",
|
| 34 |
+
"bytes": 156356339,
|
| 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": 7.2479248046875e-05,
|
| 86 |
+
"scale": 72.3420181274414,
|
| 87 |
+
"rel_diff": 1.0018969600653364e-06
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"shape": [
|
| 91 |
+
1,
|
| 92 |
+
3,
|
| 93 |
+
320,
|
| 94 |
+
320
|
| 95 |
+
],
|
| 96 |
+
"torch": "ok",
|
| 97 |
+
"graph": "ok",
|
| 98 |
+
"max_abs_diff": 9.918212890625e-05,
|
| 99 |
+
"scale": 105.63795471191406,
|
| 100 |
+
"rel_diff": 9.388872510522398e-07
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"shape": [
|
| 104 |
+
1,
|
| 105 |
+
3,
|
| 106 |
+
224,
|
| 107 |
+
224
|
| 108 |
+
],
|
| 109 |
+
"torch": "ok",
|
| 110 |
+
"graph": "ok",
|
| 111 |
+
"max_abs_diff": 6.866455078125e-05,
|
| 112 |
+
"scale": 81.85000610351562,
|
| 113 |
+
"rel_diff": 8.38907094208521e-07
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"shape": [
|
| 117 |
+
1,
|
| 118 |
+
3,
|
| 119 |
+
512,
|
| 120 |
+
512
|
| 121 |
+
],
|
| 122 |
+
"torch": "ok",
|
| 123 |
+
"graph": "ok",
|
| 124 |
+
"max_abs_diff": 0.00011444091796875,
|
| 125 |
+
"scale": 91.48580169677734,
|
| 126 |
+
"rel_diff": 1.2509145227590136e-06
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"shape": [
|
| 130 |
+
2,
|
| 131 |
+
3,
|
| 132 |
+
256,
|
| 133 |
+
256
|
| 134 |
+
],
|
| 135 |
+
"torch": "ok",
|
| 136 |
+
"graph": "ok",
|
| 137 |
+
"max_abs_diff": 9.918212890625e-05,
|
| 138 |
+
"scale": 85.43647003173828,
|
| 139 |
+
"rel_diff": 1.1608874859811674e-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": 7.2479248046875e-05,
|
| 155 |
+
"scale": 72.3420181274414,
|
| 156 |
+
"rel_diff": 1.0018969600653364e-06
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"shape": [
|
| 160 |
+
1,
|
| 161 |
+
3,
|
| 162 |
+
320,
|
| 163 |
+
320
|
| 164 |
+
],
|
| 165 |
+
"torch": "ok",
|
| 166 |
+
"graph": "ok",
|
| 167 |
+
"max_abs_diff": 9.918212890625e-05,
|
| 168 |
+
"scale": 105.63795471191406,
|
| 169 |
+
"rel_diff": 9.388872510522398e-07
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"shape": [
|
| 173 |
+
1,
|
| 174 |
+
3,
|
| 175 |
+
224,
|
| 176 |
+
224
|
| 177 |
+
],
|
| 178 |
+
"torch": "ok",
|
| 179 |
+
"graph": "ok",
|
| 180 |
+
"max_abs_diff": 6.866455078125e-05,
|
| 181 |
+
"scale": 81.85000610351562,
|
| 182 |
+
"rel_diff": 8.38907094208521e-07
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"shape": [
|
| 186 |
+
1,
|
| 187 |
+
3,
|
| 188 |
+
512,
|
| 189 |
+
512
|
| 190 |
+
],
|
| 191 |
+
"torch": "ok",
|
| 192 |
+
"graph": "ok",
|
| 193 |
+
"max_abs_diff": 0.00011444091796875,
|
| 194 |
+
"scale": 91.48580169677734,
|
| 195 |
+
"rel_diff": 1.2509145227590136e-06
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"shape": [
|
| 199 |
+
2,
|
| 200 |
+
3,
|
| 201 |
+
256,
|
| 202 |
+
256
|
| 203 |
+
],
|
| 204 |
+
"torch": "ok",
|
| 205 |
+
"graph": "ok",
|
| 206 |
+
"max_abs_diff": 9.918212890625e-05,
|
| 207 |
+
"scale": 85.43647003173828,
|
| 208 |
+
"rel_diff": 1.1608874859811674e-06
|
| 209 |
+
}
|
| 210 |
+
],
|
| 211 |
+
"exported_at": "2026-09-07T16:20:08+00:00",
|
| 212 |
+
"release": {
|
| 213 |
+
"repo": "MedOtter/R2U_Net",
|
| 214 |
+
"revision": "b795d5fd7a2d3dc4ec83c9520008ced5a3af91f1",
|
| 215 |
+
"pth_file": "BUSI.pth",
|
| 216 |
+
"pth_sha256": "fe6c60cd74da4acd38ed2d051a421b480d97459be4347307eba9517bb32b05e5",
|
| 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": 1.4901161193847656e-05,
|
| 237 |
+
"scale": 7.845081329345703,
|
| 238 |
+
"rel_diff": 1.8994272421507764e-06,
|
| 239 |
+
"float32_vs_float64": {
|
| 240 |
+
"max_abs_diff": 1.3404588188326017e-05,
|
| 241 |
+
"scale": 7.8450807009149655,
|
| 242 |
+
"rel_diff": 1.7086616058344244e-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": 1.2755393981933594e-05,
|
| 258 |
+
"scale": 7.84369421005249,
|
| 259 |
+
"rel_diff": 1.6261972535321765e-06,
|
| 260 |
+
"float32_vs_float64": {
|
| 261 |
+
"max_abs_diff": 1.1296638882551946e-05,
|
| 262 |
+
"scale": 7.843693746388358,
|
| 263 |
+
"rel_diff": 1.4402192701306705e-06,
|
| 264 |
+
"samples": 4,
|
| 265 |
+
"of": 4,
|
| 266 |
+
"complete": true
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
]
|
| 270 |
+
},
|
| 271 |
+
"tool": "tools/hf_onnx_export.py",
|
| 272 |
+
"stamped_at": "2026-09-07T16:21:47+00:00"
|
| 273 |
+
}
|
| 274 |
+
}
|
COVIDQUEx.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:119b6c10e96d75588214b2b04041d30d0c928b168120d4857ff1db7ad0167679
|
| 3 |
+
size 156356339
|
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": "1877ac9979c99f4f169a32f481a18777693c8608978b3d4bfb65ca1b91543558",
|
| 6 |
+
"reference": "COVIDQUEx.pth",
|
| 7 |
+
"model": "R2U_Net",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "COVIDQUEx.pth.config.json",
|
| 12 |
+
"sha256": "cb026373d02d6d9bb0c621a582563750728753290331c219b24f955b7d11c700"
|
| 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": 0.001535297105419886,
|
| 26 |
+
"scale": 2006.9281246601815,
|
| 27 |
+
"rel_diff": 7.649985500501402e-07
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"graph": {
|
| 31 |
+
"kind": "onnx",
|
| 32 |
+
"file": "COVIDQUEx.onnx",
|
| 33 |
+
"sha256": "119b6c10e96d75588214b2b04041d30d0c928b168120d4857ff1db7ad0167679",
|
| 34 |
+
"bytes": 156356339,
|
| 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": 0.00146484375,
|
| 86 |
+
"scale": 2006.927734375,
|
| 87 |
+
"rel_diff": 7.298936204377999e-07
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"shape": [
|
| 91 |
+
1,
|
| 92 |
+
3,
|
| 93 |
+
320,
|
| 94 |
+
320
|
| 95 |
+
],
|
| 96 |
+
"torch": "ok",
|
| 97 |
+
"graph": "ok",
|
| 98 |
+
"max_abs_diff": 0.001953125,
|
| 99 |
+
"scale": 2556.736083984375,
|
| 100 |
+
"rel_diff": 7.639134176712844e-07
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"shape": [
|
| 104 |
+
1,
|
| 105 |
+
3,
|
| 106 |
+
224,
|
| 107 |
+
224
|
| 108 |
+
],
|
| 109 |
+
"torch": "ok",
|
| 110 |
+
"graph": "ok",
|
| 111 |
+
"max_abs_diff": 0.001953125,
|
| 112 |
+
"scale": 2609.1201171875,
|
| 113 |
+
"rel_diff": 7.485761146579064e-07
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"shape": [
|
| 117 |
+
1,
|
| 118 |
+
3,
|
| 119 |
+
512,
|
| 120 |
+
512
|
| 121 |
+
],
|
| 122 |
+
"torch": "ok",
|
| 123 |
+
"graph": "ok",
|
| 124 |
+
"max_abs_diff": 0.002197265625,
|
| 125 |
+
"scale": 3007.413818359375,
|
| 126 |
+
"rel_diff": 7.306163227642106e-07
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"shape": [
|
| 130 |
+
2,
|
| 131 |
+
3,
|
| 132 |
+
256,
|
| 133 |
+
256
|
| 134 |
+
],
|
| 135 |
+
"torch": "ok",
|
| 136 |
+
"graph": "ok",
|
| 137 |
+
"max_abs_diff": 0.002197265625,
|
| 138 |
+
"scale": 3080.55224609375,
|
| 139 |
+
"rel_diff": 7.132700403916898e-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": 0.00146484375,
|
| 155 |
+
"scale": 2006.927734375,
|
| 156 |
+
"rel_diff": 7.298936204377999e-07
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"shape": [
|
| 160 |
+
1,
|
| 161 |
+
3,
|
| 162 |
+
320,
|
| 163 |
+
320
|
| 164 |
+
],
|
| 165 |
+
"torch": "ok",
|
| 166 |
+
"graph": "ok",
|
| 167 |
+
"max_abs_diff": 0.001953125,
|
| 168 |
+
"scale": 2556.736083984375,
|
| 169 |
+
"rel_diff": 7.639134176712844e-07
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"shape": [
|
| 173 |
+
1,
|
| 174 |
+
3,
|
| 175 |
+
224,
|
| 176 |
+
224
|
| 177 |
+
],
|
| 178 |
+
"torch": "ok",
|
| 179 |
+
"graph": "ok",
|
| 180 |
+
"max_abs_diff": 0.001953125,
|
| 181 |
+
"scale": 2609.1201171875,
|
| 182 |
+
"rel_diff": 7.485761146579064e-07
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"shape": [
|
| 186 |
+
1,
|
| 187 |
+
3,
|
| 188 |
+
512,
|
| 189 |
+
512
|
| 190 |
+
],
|
| 191 |
+
"torch": "ok",
|
| 192 |
+
"graph": "ok",
|
| 193 |
+
"max_abs_diff": 0.002197265625,
|
| 194 |
+
"scale": 3007.413818359375,
|
| 195 |
+
"rel_diff": 7.306163227642106e-07
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"shape": [
|
| 199 |
+
2,
|
| 200 |
+
3,
|
| 201 |
+
256,
|
| 202 |
+
256
|
| 203 |
+
],
|
| 204 |
+
"torch": "ok",
|
| 205 |
+
"graph": "ok",
|
| 206 |
+
"max_abs_diff": 0.002197265625,
|
| 207 |
+
"scale": 3080.55224609375,
|
| 208 |
+
"rel_diff": 7.132700403916898e-07
|
| 209 |
+
}
|
| 210 |
+
],
|
| 211 |
+
"exported_at": "2026-09-07T16:20:01+00:00",
|
| 212 |
+
"release": {
|
| 213 |
+
"repo": "MedOtter/R2U_Net",
|
| 214 |
+
"revision": "b795d5fd7a2d3dc4ec83c9520008ced5a3af91f1",
|
| 215 |
+
"pth_file": "COVIDQUEx.pth",
|
| 216 |
+
"pth_sha256": "1877ac9979c99f4f169a32f481a18777693c8608978b3d4bfb65ca1b91543558",
|
| 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": 5.0187110900878906e-05,
|
| 237 |
+
"scale": 6.006626605987549,
|
| 238 |
+
"rel_diff": 8.355290613678432e-06,
|
| 239 |
+
"float32_vs_float64": {
|
| 240 |
+
"max_abs_diff": 4.690063298351532e-05,
|
| 241 |
+
"scale": 6.006627187430501,
|
| 242 |
+
"rel_diff": 7.808147820737039e-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": 8.356571197509766e-05,
|
| 258 |
+
"scale": 5.633840084075928,
|
| 259 |
+
"rel_diff": 1.4832815757638646e-05,
|
| 260 |
+
"float32_vs_float64": {
|
| 261 |
+
"max_abs_diff": 8.409909922946213e-05,
|
| 262 |
+
"scale": 5.633841310416271,
|
| 263 |
+
"rel_diff": 1.49274881196908e-05,
|
| 264 |
+
"samples": 4,
|
| 265 |
+
"of": 4,
|
| 266 |
+
"complete": true
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
]
|
| 270 |
+
},
|
| 271 |
+
"tool": "tools/hf_onnx_export.py",
|
| 272 |
+
"stamped_at": "2026-09-07T16:21:49+00:00"
|
| 273 |
+
}
|
| 274 |
+
}
|
DRIVE.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:951071ab758197a33a4d2fa609ff6375cc0a4b73a122fa3ac48032566a5484f8
|
| 3 |
+
size 156356339
|
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": "199147de01bb2e1ed55a98c95661ae40556f78289cc6b7d47ceaf54cdb1c631e",
|
| 6 |
+
"reference": "DRIVE.pth",
|
| 7 |
+
"model": "R2U_Net",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "DRIVE.pth.config.json",
|
| 12 |
+
"sha256": "cb026373d02d6d9bb0c621a582563750728753290331c219b24f955b7d11c700"
|
| 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": 0.0007743957137904545,
|
| 26 |
+
"scale": 381.8052751830823,
|
| 27 |
+
"rel_diff": 2.028247811450793e-06
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"graph": {
|
| 31 |
+
"kind": "onnx",
|
| 32 |
+
"file": "DRIVE.onnx",
|
| 33 |
+
"sha256": "951071ab758197a33a4d2fa609ff6375cc0a4b73a122fa3ac48032566a5484f8",
|
| 34 |
+
"bytes": 156356339,
|
| 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": 0.000823974609375,
|
| 86 |
+
"scale": 381.805419921875,
|
| 87 |
+
"rel_diff": 2.158100871233315e-06
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"shape": [
|
| 91 |
+
1,
|
| 92 |
+
3,
|
| 93 |
+
320,
|
| 94 |
+
320
|
| 95 |
+
],
|
| 96 |
+
"torch": "ok",
|
| 97 |
+
"graph": "ok",
|
| 98 |
+
"max_abs_diff": 0.00103759765625,
|
| 99 |
+
"scale": 348.0215759277344,
|
| 100 |
+
"rel_diff": 2.981417613215607e-06
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"shape": [
|
| 104 |
+
1,
|
| 105 |
+
3,
|
| 106 |
+
224,
|
| 107 |
+
224
|
| 108 |
+
],
|
| 109 |
+
"torch": "ok",
|
| 110 |
+
"graph": "ok",
|
| 111 |
+
"max_abs_diff": 0.001007080078125,
|
| 112 |
+
"scale": 391.83203125,
|
| 113 |
+
"rel_diff": 2.5701831341155827e-06
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"shape": [
|
| 117 |
+
1,
|
| 118 |
+
3,
|
| 119 |
+
512,
|
| 120 |
+
512
|
| 121 |
+
],
|
| 122 |
+
"torch": "ok",
|
| 123 |
+
"graph": "ok",
|
| 124 |
+
"max_abs_diff": 0.001129150390625,
|
| 125 |
+
"scale": 485.6279296875,
|
| 126 |
+
"rel_diff": 2.325134782407603e-06
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"shape": [
|
| 130 |
+
2,
|
| 131 |
+
3,
|
| 132 |
+
256,
|
| 133 |
+
256
|
| 134 |
+
],
|
| 135 |
+
"torch": "ok",
|
| 136 |
+
"graph": "ok",
|
| 137 |
+
"max_abs_diff": 0.0008544921875,
|
| 138 |
+
"scale": 424.63946533203125,
|
| 139 |
+
"rel_diff": 2.012276901375291e-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": 0.000823974609375,
|
| 155 |
+
"scale": 381.805419921875,
|
| 156 |
+
"rel_diff": 2.158100871233315e-06
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"shape": [
|
| 160 |
+
1,
|
| 161 |
+
3,
|
| 162 |
+
320,
|
| 163 |
+
320
|
| 164 |
+
],
|
| 165 |
+
"torch": "ok",
|
| 166 |
+
"graph": "ok",
|
| 167 |
+
"max_abs_diff": 0.00103759765625,
|
| 168 |
+
"scale": 348.0215759277344,
|
| 169 |
+
"rel_diff": 2.981417613215607e-06
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"shape": [
|
| 173 |
+
1,
|
| 174 |
+
3,
|
| 175 |
+
224,
|
| 176 |
+
224
|
| 177 |
+
],
|
| 178 |
+
"torch": "ok",
|
| 179 |
+
"graph": "ok",
|
| 180 |
+
"max_abs_diff": 0.001007080078125,
|
| 181 |
+
"scale": 391.83203125,
|
| 182 |
+
"rel_diff": 2.5701831341155827e-06
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"shape": [
|
| 186 |
+
1,
|
| 187 |
+
3,
|
| 188 |
+
512,
|
| 189 |
+
512
|
| 190 |
+
],
|
| 191 |
+
"torch": "ok",
|
| 192 |
+
"graph": "ok",
|
| 193 |
+
"max_abs_diff": 0.001129150390625,
|
| 194 |
+
"scale": 485.6279296875,
|
| 195 |
+
"rel_diff": 2.325134782407603e-06
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"shape": [
|
| 199 |
+
2,
|
| 200 |
+
3,
|
| 201 |
+
256,
|
| 202 |
+
256
|
| 203 |
+
],
|
| 204 |
+
"torch": "ok",
|
| 205 |
+
"graph": "ok",
|
| 206 |
+
"max_abs_diff": 0.0008544921875,
|
| 207 |
+
"scale": 424.63946533203125,
|
| 208 |
+
"rel_diff": 2.012276901375291e-06
|
| 209 |
+
}
|
| 210 |
+
],
|
| 211 |
+
"exported_at": "2026-09-07T16:20:12+00:00",
|
| 212 |
+
"release": {
|
| 213 |
+
"repo": "MedOtter/R2U_Net",
|
| 214 |
+
"revision": "b795d5fd7a2d3dc4ec83c9520008ced5a3af91f1",
|
| 215 |
+
"pth_file": "DRIVE.pth",
|
| 216 |
+
"pth_sha256": "199147de01bb2e1ed55a98c95661ae40556f78289cc6b7d47ceaf54cdb1c631e",
|
| 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": 2,
|
| 233 |
+
"pixels": 262144,
|
| 234 |
+
"disagreeing_pixels": 2,
|
| 235 |
+
"unexplained_pixels": 0,
|
| 236 |
+
"max_abs_diff": 2.8644688427448273e-05,
|
| 237 |
+
"scale": 2.2983505725860596,
|
| 238 |
+
"rel_diff": 1.246315021264046e-05,
|
| 239 |
+
"float32_vs_float64": {
|
| 240 |
+
"max_abs_diff": 2.5680997428861874e-05,
|
| 241 |
+
"scale": 2.2983511495766904,
|
| 242 |
+
"rel_diff": 1.1173661358749202e-05,
|
| 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": 1,
|
| 256 |
+
"unexplained_pixels": 0,
|
| 257 |
+
"max_abs_diff": 3.4186989068984985e-05,
|
| 258 |
+
"scale": 2.297971248626709,
|
| 259 |
+
"rel_diff": 1.4877030811162446e-05,
|
| 260 |
+
"float32_vs_float64": {
|
| 261 |
+
"max_abs_diff": 3.552612269946964e-05,
|
| 262 |
+
"scale": 2.2979717935589385,
|
| 263 |
+
"rel_diff": 1.5459773178699144e-05,
|
| 264 |
+
"samples": 4,
|
| 265 |
+
"of": 4,
|
| 266 |
+
"complete": true
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
]
|
| 270 |
+
},
|
| 271 |
+
"tool": "tools/hf_onnx_export.py",
|
| 272 |
+
"stamped_at": "2026-09-07T16:21:48+00:00"
|
| 273 |
+
}
|
| 274 |
+
}
|
ISIC2018.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:012dfb729aea3b318244dae6179fb07c059de5e477611d39635c72a60231a11d
|
| 3 |
+
size 156356339
|
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": "e9ebf7fc38fb90fc7a7fcbd661be0e4ce3dbb299dcaaf5a7a2e0325c46b1a1fe",
|
| 6 |
+
"reference": "ISIC2018.pth",
|
| 7 |
+
"model": "R2U_Net",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "ISIC2018.pth.config.json",
|
| 12 |
+
"sha256": "cb026373d02d6d9bb0c621a582563750728753290331c219b24f955b7d11c700"
|
| 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": 9.88925388583084e-05,
|
| 26 |
+
"scale": 191.92553029022508,
|
| 27 |
+
"rel_diff": 5.15265158880976e-07
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"graph": {
|
| 31 |
+
"kind": "onnx",
|
| 32 |
+
"file": "ISIC2018.onnx",
|
| 33 |
+
"sha256": "012dfb729aea3b318244dae6179fb07c059de5e477611d39635c72a60231a11d",
|
| 34 |
+
"bytes": 156356339,
|
| 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": 9.1552734375e-05,
|
| 86 |
+
"scale": 191.925537109375,
|
| 87 |
+
"rel_diff": 4.770221605414901e-07
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"shape": [
|
| 91 |
+
1,
|
| 92 |
+
3,
|
| 93 |
+
320,
|
| 94 |
+
320
|
| 95 |
+
],
|
| 96 |
+
"torch": "ok",
|
| 97 |
+
"graph": "ok",
|
| 98 |
+
"max_abs_diff": 0.0001068115234375,
|
| 99 |
+
"scale": 177.25054931640625,
|
| 100 |
+
"rel_diff": 6.026019318384903e-07
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"shape": [
|
| 104 |
+
1,
|
| 105 |
+
3,
|
| 106 |
+
224,
|
| 107 |
+
224
|
| 108 |
+
],
|
| 109 |
+
"torch": "ok",
|
| 110 |
+
"graph": "ok",
|
| 111 |
+
"max_abs_diff": 0.0001068115234375,
|
| 112 |
+
"scale": 140.35240173339844,
|
| 113 |
+
"rel_diff": 7.61023837984548e-07
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"shape": [
|
| 117 |
+
1,
|
| 118 |
+
3,
|
| 119 |
+
512,
|
| 120 |
+
512
|
| 121 |
+
],
|
| 122 |
+
"torch": "ok",
|
| 123 |
+
"graph": "ok",
|
| 124 |
+
"max_abs_diff": 0.0001220703125,
|
| 125 |
+
"scale": 187.26434326171875,
|
| 126 |
+
"rel_diff": 6.518609489335392e-07
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"shape": [
|
| 130 |
+
2,
|
| 131 |
+
3,
|
| 132 |
+
256,
|
| 133 |
+
256
|
| 134 |
+
],
|
| 135 |
+
"torch": "ok",
|
| 136 |
+
"graph": "ok",
|
| 137 |
+
"max_abs_diff": 9.1552734375e-05,
|
| 138 |
+
"scale": 191.925537109375,
|
| 139 |
+
"rel_diff": 4.770221605414901e-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": 9.1552734375e-05,
|
| 155 |
+
"scale": 191.925537109375,
|
| 156 |
+
"rel_diff": 4.770221605414901e-07
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"shape": [
|
| 160 |
+
1,
|
| 161 |
+
3,
|
| 162 |
+
320,
|
| 163 |
+
320
|
| 164 |
+
],
|
| 165 |
+
"torch": "ok",
|
| 166 |
+
"graph": "ok",
|
| 167 |
+
"max_abs_diff": 0.0001068115234375,
|
| 168 |
+
"scale": 177.25054931640625,
|
| 169 |
+
"rel_diff": 6.026019318384903e-07
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"shape": [
|
| 173 |
+
1,
|
| 174 |
+
3,
|
| 175 |
+
224,
|
| 176 |
+
224
|
| 177 |
+
],
|
| 178 |
+
"torch": "ok",
|
| 179 |
+
"graph": "ok",
|
| 180 |
+
"max_abs_diff": 0.0001068115234375,
|
| 181 |
+
"scale": 140.35240173339844,
|
| 182 |
+
"rel_diff": 7.61023837984548e-07
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"shape": [
|
| 186 |
+
1,
|
| 187 |
+
3,
|
| 188 |
+
512,
|
| 189 |
+
512
|
| 190 |
+
],
|
| 191 |
+
"torch": "ok",
|
| 192 |
+
"graph": "ok",
|
| 193 |
+
"max_abs_diff": 0.0001220703125,
|
| 194 |
+
"scale": 187.26434326171875,
|
| 195 |
+
"rel_diff": 6.518609489335392e-07
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"shape": [
|
| 199 |
+
2,
|
| 200 |
+
3,
|
| 201 |
+
256,
|
| 202 |
+
256
|
| 203 |
+
],
|
| 204 |
+
"torch": "ok",
|
| 205 |
+
"graph": "ok",
|
| 206 |
+
"max_abs_diff": 9.1552734375e-05,
|
| 207 |
+
"scale": 191.925537109375,
|
| 208 |
+
"rel_diff": 4.770221605414901e-07
|
| 209 |
+
}
|
| 210 |
+
],
|
| 211 |
+
"exported_at": "2026-09-07T16:20:37+00:00",
|
| 212 |
+
"release": {
|
| 213 |
+
"repo": "MedOtter/R2U_Net",
|
| 214 |
+
"revision": "b795d5fd7a2d3dc4ec83c9520008ced5a3af91f1",
|
| 215 |
+
"pth_file": "ISIC2018.pth",
|
| 216 |
+
"pth_sha256": "e9ebf7fc38fb90fc7a7fcbd661be0e4ce3dbb299dcaaf5a7a2e0325c46b1a1fe",
|
| 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": 2,
|
| 233 |
+
"pixels": 262144,
|
| 234 |
+
"disagreeing_pixels": 0,
|
| 235 |
+
"unexplained_pixels": 0,
|
| 236 |
+
"max_abs_diff": 1.049041748046875e-05,
|
| 237 |
+
"scale": 9.752481460571289,
|
| 238 |
+
"rel_diff": 1.075666487845262e-06,
|
| 239 |
+
"float32_vs_float64": {
|
| 240 |
+
"max_abs_diff": 9.60478037903556e-06,
|
| 241 |
+
"scale": 9.752482691229359,
|
| 242 |
+
"rel_diff": 9.848549013753564e-07,
|
| 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": 1.049041748046875e-05,
|
| 258 |
+
"scale": 10.142949104309082,
|
| 259 |
+
"rel_diff": 1.0342571349403746e-06,
|
| 260 |
+
"float32_vs_float64": {
|
| 261 |
+
"max_abs_diff": 9.83803679499573e-06,
|
| 262 |
+
"scale": 10.142949044449857,
|
| 263 |
+
"rel_diff": 9.699385013058926e-07,
|
| 264 |
+
"samples": 4,
|
| 265 |
+
"of": 4,
|
| 266 |
+
"complete": true
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
]
|
| 270 |
+
},
|
| 271 |
+
"tool": "tools/hf_onnx_export.py",
|
| 272 |
+
"stamped_at": "2026-09-07T16:22:12+00:00"
|
| 273 |
+
}
|
| 274 |
+
}
|
PROMISE12.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4fd8e1e15a52e55f5c33d5d8422f6f35d591f1b8e6b58bd7b0d6ee32b5f11d16
|
| 3 |
+
size 156356339
|
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": "9b6266a072d6fbfeeb87d83dae7ad1b3451deaa7c7a6061f18dda7b21e9e900e",
|
| 6 |
+
"reference": "PROMISE12.pth",
|
| 7 |
+
"model": "R2U_Net",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "PROMISE12.pth.config.json",
|
| 12 |
+
"sha256": "cb026373d02d6d9bb0c621a582563750728753290331c219b24f955b7d11c700"
|
| 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": 0.0003265996743477828,
|
| 26 |
+
"scale": 230.84005806073108,
|
| 27 |
+
"rel_diff": 1.4148310180283293e-06
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"graph": {
|
| 31 |
+
"kind": "onnx",
|
| 32 |
+
"file": "PROMISE12.onnx",
|
| 33 |
+
"sha256": "4fd8e1e15a52e55f5c33d5d8422f6f35d591f1b8e6b58bd7b0d6ee32b5f11d16",
|
| 34 |
+
"bytes": 156356339,
|
| 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": 0.000324249267578125,
|
| 86 |
+
"scale": 230.8399200439453,
|
| 87 |
+
"rel_diff": 1.4046498868843708e-06
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"shape": [
|
| 91 |
+
1,
|
| 92 |
+
3,
|
| 93 |
+
320,
|
| 94 |
+
320
|
| 95 |
+
],
|
| 96 |
+
"torch": "ok",
|
| 97 |
+
"graph": "ok",
|
| 98 |
+
"max_abs_diff": 0.00048828125,
|
| 99 |
+
"scale": 288.10595703125,
|
| 100 |
+
"rel_diff": 1.6947974801751065e-06
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"shape": [
|
| 104 |
+
1,
|
| 105 |
+
3,
|
| 106 |
+
224,
|
| 107 |
+
224
|
| 108 |
+
],
|
| 109 |
+
"torch": "ok",
|
| 110 |
+
"graph": "ok",
|
| 111 |
+
"max_abs_diff": 0.00042724609375,
|
| 112 |
+
"scale": 323.7481689453125,
|
| 113 |
+
"rel_diff": 1.3196865178940066e-06
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"shape": [
|
| 117 |
+
1,
|
| 118 |
+
3,
|
| 119 |
+
512,
|
| 120 |
+
512
|
| 121 |
+
],
|
| 122 |
+
"torch": "ok",
|
| 123 |
+
"graph": "ok",
|
| 124 |
+
"max_abs_diff": 0.00054931640625,
|
| 125 |
+
"scale": 274.3778991699219,
|
| 126 |
+
"rel_diff": 2.0020431963064528e-06
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"shape": [
|
| 130 |
+
2,
|
| 131 |
+
3,
|
| 132 |
+
256,
|
| 133 |
+
256
|
| 134 |
+
],
|
| 135 |
+
"torch": "ok",
|
| 136 |
+
"graph": "ok",
|
| 137 |
+
"max_abs_diff": 0.0005645751953125,
|
| 138 |
+
"scale": 235.80252075195312,
|
| 139 |
+
"rel_diff": 2.3942712466012674e-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": 0.000324249267578125,
|
| 155 |
+
"scale": 230.8399200439453,
|
| 156 |
+
"rel_diff": 1.4046498868843708e-06
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"shape": [
|
| 160 |
+
1,
|
| 161 |
+
3,
|
| 162 |
+
320,
|
| 163 |
+
320
|
| 164 |
+
],
|
| 165 |
+
"torch": "ok",
|
| 166 |
+
"graph": "ok",
|
| 167 |
+
"max_abs_diff": 0.00048828125,
|
| 168 |
+
"scale": 288.10595703125,
|
| 169 |
+
"rel_diff": 1.6947974801751065e-06
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"shape": [
|
| 173 |
+
1,
|
| 174 |
+
3,
|
| 175 |
+
224,
|
| 176 |
+
224
|
| 177 |
+
],
|
| 178 |
+
"torch": "ok",
|
| 179 |
+
"graph": "ok",
|
| 180 |
+
"max_abs_diff": 0.00042724609375,
|
| 181 |
+
"scale": 323.7481689453125,
|
| 182 |
+
"rel_diff": 1.3196865178940066e-06
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"shape": [
|
| 186 |
+
1,
|
| 187 |
+
3,
|
| 188 |
+
512,
|
| 189 |
+
512
|
| 190 |
+
],
|
| 191 |
+
"torch": "ok",
|
| 192 |
+
"graph": "ok",
|
| 193 |
+
"max_abs_diff": 0.00054931640625,
|
| 194 |
+
"scale": 274.3778991699219,
|
| 195 |
+
"rel_diff": 2.0020431963064528e-06
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"shape": [
|
| 199 |
+
2,
|
| 200 |
+
3,
|
| 201 |
+
256,
|
| 202 |
+
256
|
| 203 |
+
],
|
| 204 |
+
"torch": "ok",
|
| 205 |
+
"graph": "ok",
|
| 206 |
+
"max_abs_diff": 0.0005645751953125,
|
| 207 |
+
"scale": 235.80252075195312,
|
| 208 |
+
"rel_diff": 2.3942712466012674e-06
|
| 209 |
+
}
|
| 210 |
+
],
|
| 211 |
+
"exported_at": "2026-09-07T16:22:00+00:00",
|
| 212 |
+
"release": {
|
| 213 |
+
"repo": "MedOtter/R2U_Net",
|
| 214 |
+
"revision": "b795d5fd7a2d3dc4ec83c9520008ced5a3af91f1",
|
| 215 |
+
"pth_file": "PROMISE12.pth",
|
| 216 |
+
"pth_sha256": "9b6266a072d6fbfeeb87d83dae7ad1b3451deaa7c7a6061f18dda7b21e9e900e",
|
| 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": 7.432699203491211e-05,
|
| 237 |
+
"scale": 14.281074523925781,
|
| 238 |
+
"rel_diff": 5.204579803178569e-06,
|
| 239 |
+
"float32_vs_float64": {
|
| 240 |
+
"max_abs_diff": 7.35339123223433e-05,
|
| 241 |
+
"scale": 14.281073618937432,
|
| 242 |
+
"rel_diff": 5.149046513200071e-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": 6.031990051269531e-05,
|
| 258 |
+
"scale": 14.273364067077637,
|
| 259 |
+
"rel_diff": 4.226046517781099e-06,
|
| 260 |
+
"float32_vs_float64": {
|
| 261 |
+
"max_abs_diff": 6.343027394750678e-05,
|
| 262 |
+
"scale": 14.273365614708137,
|
| 263 |
+
"rel_diff": 4.443960566815747e-06,
|
| 264 |
+
"samples": 4,
|
| 265 |
+
"of": 4,
|
| 266 |
+
"complete": true
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
]
|
| 270 |
+
},
|
| 271 |
+
"tool": "tools/hf_onnx_export.py",
|
| 272 |
+
"stamped_at": "2026-09-07T16:23:18+00:00"
|
| 273 |
+
}
|
| 274 |
+
}
|
UWaterlooSkinCancer.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:164fe9987c187fca1e2f402afb48b162a77e50b7e43672e82ffc6d334102d8cc
|
| 3 |
+
size 156356339
|
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": "1969aed801ce5a7d7f7f1fb1b738a85dfad14e215b6a489624d519c2a84d208c",
|
| 6 |
+
"reference": "UWaterlooSkinCancer.pth",
|
| 7 |
+
"model": "R2U_Net",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "UWaterlooSkinCancer.pth.config.json",
|
| 12 |
+
"sha256": "cb026373d02d6d9bb0c621a582563750728753290331c219b24f955b7d11c700"
|
| 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": 0.001029082888976518,
|
| 26 |
+
"scale": 811.3895998142502,
|
| 27 |
+
"rel_diff": 1.2682968689913007e-06
|
| 28 |
+
}
|
| 29 |
+
},
|
| 30 |
+
"graph": {
|
| 31 |
+
"kind": "onnx",
|
| 32 |
+
"file": "UWaterlooSkinCancer.onnx",
|
| 33 |
+
"sha256": "164fe9987c187fca1e2f402afb48b162a77e50b7e43672e82ffc6d334102d8cc",
|
| 34 |
+
"bytes": 156356339,
|
| 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": 0.00103759765625,
|
| 86 |
+
"scale": 811.3896484375,
|
| 87 |
+
"rel_diff": 1.2787908475885916e-06
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"shape": [
|
| 91 |
+
1,
|
| 92 |
+
3,
|
| 93 |
+
320,
|
| 94 |
+
320
|
| 95 |
+
],
|
| 96 |
+
"torch": "ok",
|
| 97 |
+
"graph": "ok",
|
| 98 |
+
"max_abs_diff": 0.00103759765625,
|
| 99 |
+
"scale": 848.6827392578125,
|
| 100 |
+
"rel_diff": 1.2225978074650096e-06
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"shape": [
|
| 104 |
+
1,
|
| 105 |
+
3,
|
| 106 |
+
224,
|
| 107 |
+
224
|
| 108 |
+
],
|
| 109 |
+
"torch": "ok",
|
| 110 |
+
"graph": "ok",
|
| 111 |
+
"max_abs_diff": 0.0008544921875,
|
| 112 |
+
"scale": 848.6812133789062,
|
| 113 |
+
"rel_diff": 1.0068470634550259e-06
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"shape": [
|
| 117 |
+
1,
|
| 118 |
+
3,
|
| 119 |
+
512,
|
| 120 |
+
512
|
| 121 |
+
],
|
| 122 |
+
"torch": "ok",
|
| 123 |
+
"graph": "ok",
|
| 124 |
+
"max_abs_diff": 0.00146484375,
|
| 125 |
+
"scale": 1358.2286376953125,
|
| 126 |
+
"rel_diff": 1.0784957034079295e-06
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"shape": [
|
| 130 |
+
2,
|
| 131 |
+
3,
|
| 132 |
+
256,
|
| 133 |
+
256
|
| 134 |
+
],
|
| 135 |
+
"torch": "ok",
|
| 136 |
+
"graph": "ok",
|
| 137 |
+
"max_abs_diff": 0.00115966796875,
|
| 138 |
+
"scale": 1011.0142822265625,
|
| 139 |
+
"rel_diff": 1.14703421023495e-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": 0.00103759765625,
|
| 155 |
+
"scale": 811.3896484375,
|
| 156 |
+
"rel_diff": 1.2787908475885916e-06
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"shape": [
|
| 160 |
+
1,
|
| 161 |
+
3,
|
| 162 |
+
320,
|
| 163 |
+
320
|
| 164 |
+
],
|
| 165 |
+
"torch": "ok",
|
| 166 |
+
"graph": "ok",
|
| 167 |
+
"max_abs_diff": 0.00103759765625,
|
| 168 |
+
"scale": 848.6827392578125,
|
| 169 |
+
"rel_diff": 1.2225978074650096e-06
|
| 170 |
+
},
|
| 171 |
+
{
|
| 172 |
+
"shape": [
|
| 173 |
+
1,
|
| 174 |
+
3,
|
| 175 |
+
224,
|
| 176 |
+
224
|
| 177 |
+
],
|
| 178 |
+
"torch": "ok",
|
| 179 |
+
"graph": "ok",
|
| 180 |
+
"max_abs_diff": 0.0008544921875,
|
| 181 |
+
"scale": 848.6812133789062,
|
| 182 |
+
"rel_diff": 1.0068470634550259e-06
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"shape": [
|
| 186 |
+
1,
|
| 187 |
+
3,
|
| 188 |
+
512,
|
| 189 |
+
512
|
| 190 |
+
],
|
| 191 |
+
"torch": "ok",
|
| 192 |
+
"graph": "ok",
|
| 193 |
+
"max_abs_diff": 0.00146484375,
|
| 194 |
+
"scale": 1358.2286376953125,
|
| 195 |
+
"rel_diff": 1.0784957034079295e-06
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"shape": [
|
| 199 |
+
2,
|
| 200 |
+
3,
|
| 201 |
+
256,
|
| 202 |
+
256
|
| 203 |
+
],
|
| 204 |
+
"torch": "ok",
|
| 205 |
+
"graph": "ok",
|
| 206 |
+
"max_abs_diff": 0.00115966796875,
|
| 207 |
+
"scale": 1011.0142822265625,
|
| 208 |
+
"rel_diff": 1.14703421023495e-06
|
| 209 |
+
}
|
| 210 |
+
],
|
| 211 |
+
"exported_at": "2026-09-07T16:22:25+00:00",
|
| 212 |
+
"release": {
|
| 213 |
+
"repo": "MedOtter/R2U_Net",
|
| 214 |
+
"revision": "b795d5fd7a2d3dc4ec83c9520008ced5a3af91f1",
|
| 215 |
+
"pth_file": "UWaterlooSkinCancer.pth",
|
| 216 |
+
"pth_sha256": "1969aed801ce5a7d7f7f1fb1b738a85dfad14e215b6a489624d519c2a84d208c",
|
| 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": 8.559226989746094e-05,
|
| 237 |
+
"scale": 13.793338775634766,
|
| 238 |
+
"rel_diff": 6.205333696918642e-06,
|
| 239 |
+
"float32_vs_float64": {
|
| 240 |
+
"max_abs_diff": 5.594093685656887e-05,
|
| 241 |
+
"scale": 13.793335869786205,
|
| 242 |
+
"rel_diff": 4.055649582136649e-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": 1,
|
| 256 |
+
"unexplained_pixels": 0,
|
| 257 |
+
"max_abs_diff": 5.817413330078125e-05,
|
| 258 |
+
"scale": 14.158571243286133,
|
| 259 |
+
"rel_diff": 4.108757324533498e-06,
|
| 260 |
+
"float32_vs_float64": {
|
| 261 |
+
"max_abs_diff": 3.294236242101789e-05,
|
| 262 |
+
"scale": 14.15856883758012,
|
| 263 |
+
"rel_diff": 2.3266731827853414e-06,
|
| 264 |
+
"samples": 4,
|
| 265 |
+
"of": 4,
|
| 266 |
+
"complete": true
|
| 267 |
+
}
|
| 268 |
+
}
|
| 269 |
+
]
|
| 270 |
+
},
|
| 271 |
+
"tool": "tools/hf_onnx_export.py",
|
| 272 |
+
"stamped_at": "2026-09-07T16:23:59+00:00"
|
| 273 |
+
}
|
| 274 |
+
}
|