benchmark/docs/generated/run.json at main · albumentations-team/benchmark · GitHub

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{
  "schema_version": 1,
  "run_id": "3f8e2e315710528399b8e82e2359ab85c58c809644595b68a92fb9d83492cc8c",
  "family_config": {
    "cloud": "configs/cloud/gcp-l4.yaml",
    "coverage_catalog": "catalog/operations.yaml",
    "dataset": {
      "access_order": "seeded-random-without-replacement",
      "archive_member_prefix": "val/",
      "archive_member_suffix": ".JPEG",
      "archive_sha256": "1a97eafff044ac04b5f222fa83a6a20d5f9946f053fee86fa4f1ce030c64c8a2",
      "archive_uri": "gs://imagenet_validation/imagenet/val.tar",
      "item_count": 10000,
      "selection": "first-sorted"
    },
    "execution": {
      "batch_size": 256,
      "measured_batches": 32,
      "num_workers": 15,
      "persistent_workers": true,
      "prefetch_factor": 2,
      "prewarm_dataset": true,
      "seeds": [
        137,
        138,
        139
      ],
      "warmup_batches": 1
    },
    "family": "rgb",
    "implementations": [
      "albumentationsx_cpu",
      "pillow_cpu",
      "torchvision_cpu",
      "torchvision_gpu",
      "kornia_cpu",
      "kornia_gpu",
      "dali_gpu"
    ],
    "normalization": "gpu",
    "output": {
      "channels": 3,
      "device": "cuda",
      "dtype": "float16",
      "height": 224,
      "layout": "BCHW",
      "width": 224
    },
    "recipes": "catalog/recipes/rgb.yaml",
    "schema_version": 1
  },
  "inputs": {
    "git_commit": "5fc35f6fdd177c286cbc4f5e39d1520576d6464a",
    "code_archive_sha256": "61238619ace0dc471bc5df7a4f165e15052ffb67046ceae07c26fd7f370eac6d",
    "dataset_archive_sha256": "1a97eafff044ac04b5f222fa83a6a20d5f9946f053fee86fa4f1ce030c64c8a2",
    "recipe_catalog_sha256": "3cb75f9d9e325e2d66d13578d1a77fea839b4e6b149dedb856a6f23e13c63970",
    "environment_lock_sha256": {
      "rgb": "238128af8bae1215f5822b29a1e01b217c1b16eaf09198ccc179eab76d763f60"
    }
  },
  "hardware": {
    "accelerator": "nvidia-l4",
    "boot_disk_size_gib": "350",
    "boot_disk_type": "pd-balanced",
    "image": "projects/deeplearning-platform-release/global/images/common-cu129-ubuntu-2204-nvidia-580-v20260730",
    "machine_type": "g2-standard-16",
    "provisioning_model": "STANDARD",
    "python_version": "3.13.14"
  },
  "access_order": "seeded-random-without-replacement"
}