{
 "args": {
  "amp_applies": "cuda only (villa autocasts only when device.type == 'cuda')",
  "amp_dtype": "auto",
  "amp_dtype_resolved": "float16",
  "batch_size": 32,
  "blend_mode": "hann",
  "blend_option": "hann",
  "compile": false,
  "input_depth": 17,
  "layer_end": null,
  "layer_start": null,
  "mask": null,
  "num_workers": 0,
  "occupancy_coverage": 0.843066,
  "occupancy_level": "3",
  "occupancy_scale": [
   8,
   8
  ],
  "overlap": 0.5,
  "patch_size": 128,
  "preprocessing": "tifxyz_robust",
  "resolution": "0",
  "stride": 64,
  "stride_option": null,
  "tile_shape": [
   128,
   128
  ],
  "tta_mirror": false,
  "villa_cli_equivalent": "--overlap 0.5 --blend-mode hann --batch-size 32 --no-compile --num-workers 0"
 },
 "calls": [
  {
   "a": 0,
   "b": 7680,
   "cuda": "13.0",
   "device": "cuda",
   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition",
   "direction": "forward",
   "ended": "2026-10-16T03:32:53Z",
   "kept": 7680,
   "loop_s": 5.757,
   "measured_s": 5.772,
   "patches": 7680,
   "rate_used": 0.01,
   "requested_s": 116,
   "setup_s": 0.014,
   "started": "2026-10-16T03:32:47Z",
   "torch": "2.13.0+cu130"
  },
  {
   "a": 7680,
   "b": 15360,
   "cuda": "13.0",
   "device": "cuda",
   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition",
   "direction": "forward",
   "ended": "2026-10-16T03:33:24Z",
   "kept": 7679,
   "loop_s": 5.863,
   "measured_s": 5.872,
   "patches": 7680,
   "rate_used": 0.000749609375,
   "requested_s": 28,
   "setup_s": 0.008,
   "started": "2026-10-16T03:33:18Z",
   "torch": "2.13.0+cu130"
  },
  {
   "a": 15360,
   "b": 17157,
   "cuda": "13.0",
   "device": "cuda",
   "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition",
   "direction": "forward",
   "ended": "2026-10-16T03:33:33Z",
   "kept": 1797,
   "loop_s": 1.409,
   "measured_s": 1.414,
   "patches": 1797,
   "rate_used": 0.0007634114583333334,
   "requested_s": 22,
   "setup_s": 0.005,
   "started": "2026-10-16T03:33:31Z",
   "torch": "2.13.0+cu130"
  }
 ],
 "checkpoint": {
  "file": "hybrid_3d2d-seed42/step-075000.pth",
  "repo": "scrollprize/ink_9um",
  "sha256": "e635558ae6a1a807a7e5ec1e83adfd45bc3c0ac53883ea43f1d4e085d62a9cab",
  "verified": true
 },
 "created": "2026-10-16T03:32:23Z",
 "device": {
  "cuda": "13.0",
  "device": "cuda",
  "device_name": "NVIDIA RTX PRO 6000 Blackwell Server Edition",
  "torch": "2.13.0+cu130"
 },
 "failed_calls": [],
 "finished": "2026-10-16T03:33:49Z",
 "gpu_seconds": {
  "calls": 3,
  "failed_calls": 0,
  "failed_requested": 0,
  "measured": 13.058,
  "requested": 166
 },
 "inputs": {
  "direction": "forward",
  "geometry": {
   "chunk_h": 128,
   "chunk_w": 128,
   "depth": 28,
   "depth_first": true,
   "height": 7720,
   "width": 10420
  },
  "source": {
   "kind": "url",
   "url": "https://vesuvius-challenge-open-data.s3.us-east-1.amazonaws.com/PHerc0139/segments/20251226000000-w055_2025122611/surface-volumes/9.362um-1.2m-113keV-volume-20250728140407.zarr"
  }
 },
 "job_id": "j220681df89c883cc",
 "outputs": {
  "forward": {
   "dtype": "uint8",
   "file": "9.362um-1.2m-113keV-volume-20250728140407_ink9um_seed42.tif",
   "sha256": "95cc99925637f11cb0910e3b8973859000e8c14a3b56e3350b1baf706ad59bb0",
   "shape": [
    7720,
    10420
   ]
  }
 },
 "patches": {
  "forward": {
   "nonempty": 17156,
   "scheduled": 17157
  }
 },
 "software": {
  "gradio": null,
  "huggingface_hub": "2.2.0",
  "numpy": "2.5.2",
  "python": "3.12.10",
  "spaces": null,
  "tifffile": "2026.9.20",
  "torch": "2.13.0+cu130",
  "zarr": "3.4.1"
 },
 "villa": {
  "commit": "e0bbb8b40a2db58b1d71864f286eb85717e59e64",
  "dirty": false,
  "matches_pin": true,
  "pinned": "e0bbb8b40a2db58b1d71864f286eb85717e59e64",
  "source": "fetched"
 }
}