{ "status": "PASS", "checkpoint_sha256": "809f4f10f7cb7afa19b4bee0f7d2ab31edd7e11b664f9f210cc9c17f22fcfe5d", "input_sha256": "04224e26f565c4a5c1ff7f018e4904a381e7d0d6a217a6ade09ab6ec313e312a", "hecate_sha256": "c232c18a1a86cfb91257a00db13288202bb8ae33732ba26f7291a9b8adb8da59", "helper_sha256": "69b28298711a90019e2a4e9ec67a81b287391a9c0231e41edf3374817894c152", "export_seconds": 9.94456380000338, "rows": [ { "case": "overlap", "shape": [ 16, 96, 96 ], "max_uint8_difference": 0, "different_pixels": 0, "pixels": 9216, "cpu_seconds": 13.018276199931279, "directml_seconds": 3.5383093000855297, "tiles": 4, "model_forwards": 4, "forward_seconds": [ 0.9426679000025615, 0.8602820000378415, 0.8697611999232322, 0.8601702000014484 ] }, { "case": "reverse", "shape": [ 16, 96, 96 ], "max_uint8_difference": 0, "different_pixels": 0, "pixels": 9216, "cpu_seconds": 12.973447300028056, "directml_seconds": 3.476844499935396, "tiles": 4, "model_forwards": 4, "forward_seconds": [ 0.8666426000418141, 0.8924879000987858, 0.8558254999807104, 0.856082099955529 ] }, { "case": "padded_edge", "shape": [ 16, 45, 53 ], "max_uint8_difference": 0, "different_pixels": 0, "pixels": 2385, "cpu_seconds": 3.299313399940729, "directml_seconds": 0.9228492999682203, "tiles": 1, "model_forwards": 1, "forward_seconds": [ 0.880084800068289 ] }, { "case": "empty_columns", "shape": [ 16, 96, 96 ], "max_uint8_difference": 0, "different_pixels": 0, "pixels": 9216, "cpu_seconds": 13.231093699927442, "directml_seconds": 3.571005600038916, "tiles": 4, "model_forwards": 4, "forward_seconds": [ 0.8853788999840617, 0.8660517999669537, 0.9252147999359295, 0.8839931000256911 ] }, { "case": "blank_control", "shape": [ 16, 96, 96 ], "max_uint8_difference": 0, "different_pixels": 0, "pixels": 9216, "cpu_seconds": 0.0044531000312417746, "directml_seconds": 0.00914159999229014, "tiles": 4, "model_forwards": 0, "forward_seconds": [] } ], "exact_repeat": true, "zarr_cli_exact": true, "failure_cleanup": true, "cpu_fallback_disabled": true, "executed_providers": { "DmlExecutionProvider": 17 }, "environment": { "python": "3.11.9", "torch": "2.10.0+cpu", "os": "Windows 11", "processor": "AMD Ryzen 5 8540U", "gpu": "Radeon 740M integrated", "ram_gib": 16, "onnx": "1.23.2", "onnxruntime": "1.24.4", "cpu_threads": 4 }, "scope": "Backend equivalence on a real exposed crop and explicit edge controls; no new text or model-accuracy claim.", "cpu_reference_provenance": "CPU references completed in a separate process; exact retained input, checkpoint, source CPU code and images were reused for final DirectML comparison. Export reused after a Windows temporary-mapping cleanup-only change.", "fresh_cli_seconds_including_initialization": 5.313350200071, "publication_note": "No raw CT or model weights included. fetch_example.py reconstructs the hash-checked input from official chunks." }