{
  "strict_load": true,
  "source_tensor_bytes_equal": true,
  "checks": [
    {
      "name": "all_749_source_tensor_payloads",
      "passed": true
    },
    {
      "name": "native_strict_load",
      "passed": true
    },
    {
      "name": "stored_codebook_shape",
      "passed": true
    },
    {
      "name": "224x224_encode_geometry",
      "passed": true,
      "latent_shape": [
        1,
        8,
        16,
        16
      ]
    },
    {
      "name": "224x224_ID_bounds",
      "passed": true
    },
    {
      "name": "224x224_rotation_lookup_bound",
      "passed": true,
      "max_abs": 4.112720489501953e-06
    },
    {
      "name": "224x224_decode_code_lookup_exact",
      "passed": true
    },
    {
      "name": "224x224_RGB_geometry_finite",
      "passed": true,
      "image_shape": [
        1,
        3,
        224,
        224
      ],
      "mse": 0.0021674351301044226
    },
    {
      "name": "112x168_encode_geometry",
      "passed": true,
      "latent_shape": [
        1,
        8,
        8,
        12
      ]
    },
    {
      "name": "112x168_ID_bounds",
      "passed": true
    },
    {
      "name": "112x168_rotation_lookup_bound",
      "passed": true,
      "max_abs": 4.231929779052734e-06
    },
    {
      "name": "112x168_decode_code_lookup_exact",
      "passed": true
    },
    {
      "name": "112x168_RGB_geometry_finite",
      "passed": true,
      "image_shape": [
        1,
        3,
        112,
        168
      ],
      "mse": 0.001784767722710967
    }
  ],
  "smoke": {
    "passed": true,
    "device": "cpu",
    "dtype": "float32"
  },
  "elapsed_seconds": 22.467823416998726,
  "limitations": [
    "Codec component test only; no full MammothModa2 LLM/DiT generation benchmark.",
    "Synthetic fixtures verify the native codec interface and reconstruction, not visual quality. The separate diffusion VAE is excluded.",
    "Native eval rotation uses epsilon denominators; rotated quantized vectors are within 1e-5 of direct normalized codebook lookup, not bit-identical. Decode-code is tested exactly against direct lookup decoding."
  ]
}