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, KvasirSEG.onnx, KvasirSEG.onnx.config.json, KvasirSEG.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)
37bdc66 verified | { | |
| "schema": "medotter/graph-provenance/v1", | |
| "source": { | |
| "file": "UWaterlooSkinCancer.pth", | |
| "sha256": "1bd232d6858cd4cd93b7de4fffe93bc4be9351748781f0b33f4f2d44ae4d78b1", | |
| "reference": "UWaterlooSkinCancer.pth", | |
| "model": "MUCM_Net", | |
| "declaration_source": "sidecar", | |
| "declaration": [ | |
| { | |
| "file": "UWaterlooSkinCancer.pth.config.json", | |
| "sha256": "0e549a9e05b553b7ed74aae3918d33d3b4586e37d008f8db4313bceafad3303c" | |
| } | |
| ], | |
| "float32_vs_float64": { | |
| "shape": [ | |
| 1, | |
| 3, | |
| 256, | |
| 256 | |
| ], | |
| "torch": "ok", | |
| "float64": "ok", | |
| "threads": 8, | |
| "max_abs_diff": 0.0008446669509301064, | |
| "scale": 10.65425033074388, | |
| "rel_diff": 7.927981084626268e-05, | |
| "kernel_noise_rel": 0.00011206796546158397 | |
| } | |
| }, | |
| "graph": { | |
| "kind": "onnx", | |
| "file": "UWaterlooSkinCancer.onnx", | |
| "sha256": "eef8419af916fe0368348a5f2c28c8817a67335c811e2624daa0648d2377da71", | |
| "bytes": 3337352, | |
| "opset": 20, | |
| "dynamic": false, | |
| "reason": "fixed_size", | |
| "input": "image", | |
| "output": "logits", | |
| "input_channel": 3, | |
| "num_classes": 1, | |
| "size": [ | |
| 256, | |
| 256 | |
| ] | |
| }, | |
| "exporter": { | |
| "api": "torch.onnx.export", | |
| "name": "dynamo", | |
| "dynamo": true, | |
| "registered_symbolics": {}, | |
| "producer": "pytorch 2.13.0+cpu", | |
| "torch": "2.13.0+cpu", | |
| "onnx": "1.22.0", | |
| "onnxruntime": "1.29.0" | |
| }, | |
| "verification_input": { | |
| "kind": "smooth_random_field", | |
| "distribution": "normal", | |
| "coarse_factor": 16, | |
| "min_coarse": 4, | |
| "interpolation": "bilinear", | |
| "align_corners": false, | |
| "seed": 0, | |
| "pixel_domain": "uint8-range smooth field through the declaration's intensity contract", | |
| "pixel_mean": 127.5, | |
| "pixel_std": 45.0, | |
| "through_contract": true | |
| }, | |
| "attempts": [ | |
| { | |
| "mode": "dynamic", | |
| "exporter": "torchscript", | |
| "outcome": "fell_back", | |
| "reason": "fixed_size", | |
| "error": { | |
| "kind": "export", | |
| "text": "torchscript: SymbolicValueError: Failed to export a node '%387 : Long(device=cpu) = onnx::Gather[axis=0](%384, %386), scope: __main__.scored_head.<locals>.ScoredHead::/model_zoo.Mamba.MUCM_Net.MUCM_Net.MUCM_Net::inner/model_zoo.Mamba.MUCM_Net.MUCM_Net.OverlapPatchEmbed::patch_embed1 # /home/csgrad/tianyulu/code/medotter/.worktrees/onnx-research/model_zoo/Mamba/MUCM_Net/MUCM_Net.py:781:0 ' (in list node %1387 : int[] = prim::ListConstruct(%387, %392), scope: __main__.scored_head.<locals>.ScoredHead::/model_zoo.Mamba.MUCM_Net.MUCM_Net.MUCM_Net::inner/model_zoo.Mamba.MUCM_Net.MUCM_Net.UCMBlock::block_0_1.0/model_zoo.Mamba.MUCM_Net.MUCM_Net.DWConv::dwconv ) because it is not constant. Please try to make things (e.g. kernel sizes) static if possible. [Caused by the value '1387 defined in (%1387 : int[] = prim::ListConstruct(%387, %392), scope: __main__.scored_head.<locals>.ScoredHead::/model_zoo.Mamba.MUCM_Net.MUCM_Net.MUCM_Net::inner/model_zoo.Mamba.MUCM_Net.MUCM_Net.UCMBlock::block_0_1.0/model_zoo.Mamba.MUCM_Net.MUCM_Net.DWConv::dwconv )' (type 'List[int]') in the TorchScript graph. The containing node has kind 'prim::ListConstruct'.] Inputs: #0: 387 defined in (%387 : Long(device=cpu) = onnx::Gather[axis=0](%384, %386), scope: __main__.scored_head.<locals>.ScoredHead::/model_zoo.Mamba.MUCM_Net.MUCM_Net.MUCM_Net::inner/model_zoo.Mamba.MUCM_Net.MUCM_Net.OverlapPatchEmbed::patch_embed1 # /home/csgrad/tianyulu/code/medotter/.worktrees/onnx-research/model_zoo/Mamba/MUCM_Net/MUCM_Net.py:781:0 ) (type 'Tensor') #1: 392 defined in (%392 : Long(device=cpu) = onnx::Gather[axis=0](%389, %391), scope: __main__.scored_head.<locals>.ScoredHead::/model_zoo.Mamba.MUCM_Net.MUCM_Net.MUCM_Net::inner/model_zoo.Mamba.MUCM_Net.MUCM_Net.OverlapPatchEmbed::patch_embed1 # /home/csgrad/tianyulu/code/medotter/.worktrees/onnx-research/model_zoo/Mamba/MUCM_Net/MUCM_Net.py:781:0 ) (type 'Tensor') Outputs: #0: 1387 defined in (%1387 : int[] = prim::ListConstruct(%387, %392), scope: __main__.scored_head.<locals>.ScoredHead::/model_zoo.Mamba.MUCM_Net.MUCM_Net.MUCM_Net::inner/model_zoo.Mamba.MUCM_Net.MUCM_Net.UCMBlock::block_0_1.0/model_zoo.Mamba.MUCM_Net.MUCM_Net.DWConv::dwconv ) (type 'List[int]')" | |
| }, | |
| "verification": null | |
| }, | |
| { | |
| "mode": "static", | |
| "exporter": "dynamo", | |
| "outcome": "kept", | |
| "reason": "fixed_size", | |
| "error": null, | |
| "verification": [ | |
| { | |
| "shape": [ | |
| 1, | |
| 3, | |
| 256, | |
| 256 | |
| ], | |
| "torch": "ok", | |
| "graph": "ok", | |
| "max_abs_diff": 0.002537250518798828, | |
| "scale": 10.654251098632812, | |
| "rel_diff": 0.00023814442660586592 | |
| } | |
| ] | |
| } | |
| ], | |
| "verification": [ | |
| { | |
| "shape": [ | |
| 1, | |
| 3, | |
| 256, | |
| 256 | |
| ], | |
| "torch": "ok", | |
| "graph": "ok", | |
| "max_abs_diff": 0.002537250518798828, | |
| "scale": 10.654251098632812, | |
| "rel_diff": 0.00023814442660586592 | |
| } | |
| ], | |
| "exported_at": "2026-09-10T02:32:33+00:00", | |
| "release": { | |
| "repo": "MedOtter/MUCM_Net", | |
| "revision": "097c6945bab2c6261eb6b560da6a9d13f6239a5e", | |
| "pth_file": "UWaterlooSkinCancer.pth", | |
| "pth_sha256": "1bd232d6858cd4cd93b7de4fffe93bc4be9351748781f0b33f4f2d44ae4d78b1", | |
| "sidecar_sha256": "402e4863796b2530120ab02b07d1cb1732e28237a9d98398dec1bbc4a73d5594", | |
| "sidecar_source": "hub", | |
| "group": "checkout_only", | |
| "reason": "fixed_size", | |
| "dynamic_attempt": null, | |
| "reference_check": { | |
| "dataset": "UWaterlooSkinCancer", | |
| "split": "val", | |
| "samples": 4, | |
| "reproducible": true, | |
| "status": "pass", | |
| "sizes": [ | |
| { | |
| "size": [ | |
| 256, | |
| 256 | |
| ], | |
| "predict_masks_equal": 4, | |
| "pixels": 262144, | |
| "disagreeing_pixels": 1, | |
| "unexplained_pixels": 0, | |
| "max_abs_diff": 0.0034743547439575195, | |
| "scale": 10.639901161193848, | |
| "rel_diff": 0.000326540133345344, | |
| "float32_vs_float64": { | |
| "max_abs_diff": 0.0015327125308051137, | |
| "scale": 10.639901807602508, | |
| "rel_diff": 0.00014405325899811855, | |
| "samples": 4, | |
| "of": 4, | |
| "complete": true | |
| } | |
| } | |
| ] | |
| }, | |
| "tool": "tools/hf_onnx_export.py", | |
| "stamped_at": "2026-09-10T02:33:14+00:00" | |
| } | |
| } | |