Add ONNX graphs: KvasirSEG.onnx, KvasirSEG.onnx.config.json, KvasirSEG.onnx.provenance.json (tools/hf_onnx_export.py)
Browse files- KvasirSEG.onnx +3 -0
- KvasirSEG.onnx.config.json +30 -0
- KvasirSEG.onnx.provenance.json +286 -0
KvasirSEG.onnx
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9405f4d5aeec09297f1fa12b79f8b0623089a1e47659438636a2a262d7de505d
|
| 3 |
+
size 141448683
|
KvasirSEG.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 |
+
0.229,
|
| 19 |
+
0.224,
|
| 20 |
+
0.225
|
| 21 |
+
]
|
| 22 |
+
},
|
| 23 |
+
"scale": 255.0,
|
| 24 |
+
"size": [
|
| 25 |
+
256,
|
| 26 |
+
256
|
| 27 |
+
],
|
| 28 |
+
"threshold": 0.5
|
| 29 |
+
}
|
| 30 |
+
}
|
KvasirSEG.onnx.provenance.json
ADDED
|
@@ -0,0 +1,286 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "medotter/graph-provenance/v1",
|
| 3 |
+
"source": {
|
| 4 |
+
"file": "KvasirSEG.pth",
|
| 5 |
+
"sha256": "c383ce50fc73cd025b335680d630210db42e6e6a24be47da3013a6383e8ec9fc",
|
| 6 |
+
"reference": "KvasirSEG.pth",
|
| 7 |
+
"model": "CASCADE",
|
| 8 |
+
"declaration_source": "sidecar",
|
| 9 |
+
"declaration": [
|
| 10 |
+
{
|
| 11 |
+
"file": "KvasirSEG.pth.config.json",
|
| 12 |
+
"sha256": "822eb938fdce0d1ec2486e43f1c355f96d067f4cf3255c2e23beaf55edbc1595"
|
| 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": 7.001392500205483e-06,
|
| 26 |
+
"scale": 4.732171748727317,
|
| 27 |
+
"rel_diff": 1.4795305141003085e-06,
|
| 28 |
+
"kernel_noise_rel": 1.5996432115474993e-06
|
| 29 |
+
}
|
| 30 |
+
},
|
| 31 |
+
"graph": {
|
| 32 |
+
"kind": "onnx",
|
| 33 |
+
"file": "KvasirSEG.onnx",
|
| 34 |
+
"sha256": "9405f4d5aeec09297f1fa12b79f8b0623089a1e47659438636a2a262d7de505d",
|
| 35 |
+
"bytes": 141448683,
|
| 36 |
+
"opset": 17,
|
| 37 |
+
"dynamic": true,
|
| 38 |
+
"reason": "dynamic_verified",
|
| 39 |
+
"input": "image",
|
| 40 |
+
"output": "logits",
|
| 41 |
+
"input_channel": 3,
|
| 42 |
+
"num_classes": 1,
|
| 43 |
+
"size": [
|
| 44 |
+
256,
|
| 45 |
+
256
|
| 46 |
+
]
|
| 47 |
+
},
|
| 48 |
+
"exporter": {
|
| 49 |
+
"api": "torch.onnx.export",
|
| 50 |
+
"name": "torchscript",
|
| 51 |
+
"dynamo": false,
|
| 52 |
+
"registered_symbolics": {
|
| 53 |
+
"aten::_convolution_mode": 17,
|
| 54 |
+
"aten::add": 17,
|
| 55 |
+
"aten::roll": 17,
|
| 56 |
+
"aten::rsub": 17,
|
| 57 |
+
"aten::sub": 17,
|
| 58 |
+
"aten::upsample_nearest2d": 17
|
| 59 |
+
},
|
| 60 |
+
"producer": "pytorch 2.13.0",
|
| 61 |
+
"torch": "2.13.0+cpu",
|
| 62 |
+
"onnx": "1.22.0",
|
| 63 |
+
"onnxruntime": "1.29.0"
|
| 64 |
+
},
|
| 65 |
+
"verification_input": {
|
| 66 |
+
"kind": "smooth_random_field",
|
| 67 |
+
"distribution": "normal",
|
| 68 |
+
"coarse_factor": 16,
|
| 69 |
+
"min_coarse": 4,
|
| 70 |
+
"interpolation": "bilinear",
|
| 71 |
+
"align_corners": false,
|
| 72 |
+
"seed": 0,
|
| 73 |
+
"pixel_domain": "uint8-range smooth field through the declaration's intensity contract",
|
| 74 |
+
"pixel_mean": 127.5,
|
| 75 |
+
"pixel_std": 45.0,
|
| 76 |
+
"through_contract": true
|
| 77 |
+
},
|
| 78 |
+
"attempts": [
|
| 79 |
+
{
|
| 80 |
+
"mode": "dynamic",
|
| 81 |
+
"exporter": "torchscript",
|
| 82 |
+
"outcome": "kept",
|
| 83 |
+
"reason": null,
|
| 84 |
+
"error": null,
|
| 85 |
+
"verification": [
|
| 86 |
+
{
|
| 87 |
+
"shape": [
|
| 88 |
+
1,
|
| 89 |
+
3,
|
| 90 |
+
256,
|
| 91 |
+
256
|
| 92 |
+
],
|
| 93 |
+
"torch": "ok",
|
| 94 |
+
"graph": "ok",
|
| 95 |
+
"max_abs_diff": 7.241964340209961e-06,
|
| 96 |
+
"scale": 4.732173919677734,
|
| 97 |
+
"rel_diff": 1.5303673244332375e-06
|
| 98 |
+
},
|
| 99 |
+
{
|
| 100 |
+
"shape": [
|
| 101 |
+
1,
|
| 102 |
+
3,
|
| 103 |
+
320,
|
| 104 |
+
320
|
| 105 |
+
],
|
| 106 |
+
"torch": "ok",
|
| 107 |
+
"graph": "ok",
|
| 108 |
+
"max_abs_diff": 8.58306884765625e-06,
|
| 109 |
+
"scale": 4.921389579772949,
|
| 110 |
+
"rel_diff": 1.7440336125660335e-06
|
| 111 |
+
},
|
| 112 |
+
{
|
| 113 |
+
"shape": [
|
| 114 |
+
1,
|
| 115 |
+
3,
|
| 116 |
+
224,
|
| 117 |
+
224
|
| 118 |
+
],
|
| 119 |
+
"torch": "ok",
|
| 120 |
+
"graph": "ok",
|
| 121 |
+
"max_abs_diff": 9.298324584960938e-06,
|
| 122 |
+
"scale": 4.11113166809082,
|
| 123 |
+
"rel_diff": 2.261743319274182e-06
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"shape": [
|
| 127 |
+
1,
|
| 128 |
+
3,
|
| 129 |
+
512,
|
| 130 |
+
512
|
| 131 |
+
],
|
| 132 |
+
"torch": "ok",
|
| 133 |
+
"graph": "ok",
|
| 134 |
+
"max_abs_diff": 9.894371032714844e-06,
|
| 135 |
+
"scale": 5.510548114776611,
|
| 136 |
+
"rel_diff": 1.795533008083706e-06
|
| 137 |
+
},
|
| 138 |
+
{
|
| 139 |
+
"shape": [
|
| 140 |
+
2,
|
| 141 |
+
3,
|
| 142 |
+
256,
|
| 143 |
+
256
|
| 144 |
+
],
|
| 145 |
+
"torch": "ok",
|
| 146 |
+
"graph": "ok",
|
| 147 |
+
"max_abs_diff": 1.043081283569336e-05,
|
| 148 |
+
"scale": 4.732173442840576,
|
| 149 |
+
"rel_diff": 2.2042329939267965e-06
|
| 150 |
+
}
|
| 151 |
+
]
|
| 152 |
+
}
|
| 153 |
+
],
|
| 154 |
+
"verification": [
|
| 155 |
+
{
|
| 156 |
+
"shape": [
|
| 157 |
+
1,
|
| 158 |
+
3,
|
| 159 |
+
256,
|
| 160 |
+
256
|
| 161 |
+
],
|
| 162 |
+
"torch": "ok",
|
| 163 |
+
"graph": "ok",
|
| 164 |
+
"max_abs_diff": 7.241964340209961e-06,
|
| 165 |
+
"scale": 4.732173919677734,
|
| 166 |
+
"rel_diff": 1.5303673244332375e-06
|
| 167 |
+
},
|
| 168 |
+
{
|
| 169 |
+
"shape": [
|
| 170 |
+
1,
|
| 171 |
+
3,
|
| 172 |
+
320,
|
| 173 |
+
320
|
| 174 |
+
],
|
| 175 |
+
"torch": "ok",
|
| 176 |
+
"graph": "ok",
|
| 177 |
+
"max_abs_diff": 8.58306884765625e-06,
|
| 178 |
+
"scale": 4.921389579772949,
|
| 179 |
+
"rel_diff": 1.7440336125660335e-06
|
| 180 |
+
},
|
| 181 |
+
{
|
| 182 |
+
"shape": [
|
| 183 |
+
1,
|
| 184 |
+
3,
|
| 185 |
+
224,
|
| 186 |
+
224
|
| 187 |
+
],
|
| 188 |
+
"torch": "ok",
|
| 189 |
+
"graph": "ok",
|
| 190 |
+
"max_abs_diff": 9.298324584960938e-06,
|
| 191 |
+
"scale": 4.11113166809082,
|
| 192 |
+
"rel_diff": 2.261743319274182e-06
|
| 193 |
+
},
|
| 194 |
+
{
|
| 195 |
+
"shape": [
|
| 196 |
+
1,
|
| 197 |
+
3,
|
| 198 |
+
512,
|
| 199 |
+
512
|
| 200 |
+
],
|
| 201 |
+
"torch": "ok",
|
| 202 |
+
"graph": "ok",
|
| 203 |
+
"max_abs_diff": 9.894371032714844e-06,
|
| 204 |
+
"scale": 5.510548114776611,
|
| 205 |
+
"rel_diff": 1.795533008083706e-06
|
| 206 |
+
},
|
| 207 |
+
{
|
| 208 |
+
"shape": [
|
| 209 |
+
2,
|
| 210 |
+
3,
|
| 211 |
+
256,
|
| 212 |
+
256
|
| 213 |
+
],
|
| 214 |
+
"torch": "ok",
|
| 215 |
+
"graph": "ok",
|
| 216 |
+
"max_abs_diff": 1.043081283569336e-05,
|
| 217 |
+
"scale": 4.732173442840576,
|
| 218 |
+
"rel_diff": 2.2042329939267965e-06
|
| 219 |
+
}
|
| 220 |
+
],
|
| 221 |
+
"exported_at": "2026-09-09T22:55:49+00:00",
|
| 222 |
+
"release": {
|
| 223 |
+
"repo": "MedOtter/CASCADE",
|
| 224 |
+
"revision": "2648eb199624cd6be6ea56563fbeb311694664d7",
|
| 225 |
+
"pth_file": "KvasirSEG.pth",
|
| 226 |
+
"pth_sha256": "c383ce50fc73cd025b335680d630210db42e6e6a24be47da3013a6383e8ec9fc",
|
| 227 |
+
"sidecar_sha256": "1445f651ec927f1196af8ad861bf4ef54128f23d2812ee825908fa7d98195fa6",
|
| 228 |
+
"sidecar_source": "hub",
|
| 229 |
+
"group": "checkout_only",
|
| 230 |
+
"reason": "dynamic_verified",
|
| 231 |
+
"dynamic_attempt": null,
|
| 232 |
+
"reference_check": {
|
| 233 |
+
"dataset": "KvasirSEG",
|
| 234 |
+
"split": "val",
|
| 235 |
+
"samples": 4,
|
| 236 |
+
"reproducible": true,
|
| 237 |
+
"status": "pass",
|
| 238 |
+
"sizes": [
|
| 239 |
+
{
|
| 240 |
+
"size": [
|
| 241 |
+
256,
|
| 242 |
+
256
|
| 243 |
+
],
|
| 244 |
+
"predict_masks_equal": 4,
|
| 245 |
+
"pixels": 262144,
|
| 246 |
+
"disagreeing_pixels": 0,
|
| 247 |
+
"unexplained_pixels": 0,
|
| 248 |
+
"max_abs_diff": 1.9073486328125e-05,
|
| 249 |
+
"scale": 25.02233123779297,
|
| 250 |
+
"rel_diff": 7.622585660330875e-07,
|
| 251 |
+
"float32_vs_float64": {
|
| 252 |
+
"max_abs_diff": 1.5440450102488512e-05,
|
| 253 |
+
"scale": 25.022342621246423,
|
| 254 |
+
"rel_diff": 6.170665287501122e-07,
|
| 255 |
+
"samples": 4,
|
| 256 |
+
"of": 4,
|
| 257 |
+
"complete": true
|
| 258 |
+
}
|
| 259 |
+
},
|
| 260 |
+
{
|
| 261 |
+
"size": [
|
| 262 |
+
320,
|
| 263 |
+
320
|
| 264 |
+
],
|
| 265 |
+
"predict_masks_equal": 4,
|
| 266 |
+
"pixels": 409600,
|
| 267 |
+
"disagreeing_pixels": 0,
|
| 268 |
+
"unexplained_pixels": 0,
|
| 269 |
+
"max_abs_diff": 1.4781951904296875e-05,
|
| 270 |
+
"scale": 21.66866111755371,
|
| 271 |
+
"rel_diff": 6.821811381932622e-07,
|
| 272 |
+
"float32_vs_float64": {
|
| 273 |
+
"max_abs_diff": 1.4039394160114682e-05,
|
| 274 |
+
"scale": 21.668657402963255,
|
| 275 |
+
"rel_diff": 6.47912507869304e-07,
|
| 276 |
+
"samples": 4,
|
| 277 |
+
"of": 4,
|
| 278 |
+
"complete": true
|
| 279 |
+
}
|
| 280 |
+
}
|
| 281 |
+
]
|
| 282 |
+
},
|
| 283 |
+
"tool": "tools/hf_onnx_export.py",
|
| 284 |
+
"stamped_at": "2026-09-09T22:56:12+00:00"
|
| 285 |
+
}
|
| 286 |
+
}
|