dinovision / reproducibility /determinism.json
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Publish verified DinoVision case-study artifacts (part 2)
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{
"schema_version": 1,
"created_utc": "2026-08-02T20:37:16.760711+00:00",
"purpose": "short deterministic replay; not a quality or throughput result",
"configuration": {
"dataset_manifest_sha256": "2071f89b2a7b077d7729641fc858e1225d057d11a797d16198c0d195d989bb89",
"requested_images": 16,
"training_images": 16,
"model_sha256": "4610ad75edef83e75afdebf162d148dc628045ea6cbb83d67d4708c709c4f91d",
"initialization": "random",
"initialization_sha256": null,
"seed": 20260801,
"image_size": 224,
"encoder_layers": 3,
"batch_size": 8,
"steps": 20,
"data_order": "seeded Fisher-Yates; reshuffled after every complete pass",
"objective": "mean absolute error (L1)",
"optimizer": "Adam(beta1=0.9,beta2=0.999,epsilon=1e-8), linear decay to a 0.0001 floor at 95% of updates",
"initial_learning_rate": 0.002,
"final_learning_rate": 0.00010000003,
"decoder_parameters": 2012547,
"final_l1": 0.1657058
},
"runs": [
{
"name": "dinovision-determinism-public-a",
"training_record_sha256": "e18477604b44be8284f869d990a7b2edeeb7b0cd052bebe1c3a36bd6d7bc1cb3",
"decoder_sha256": "06d0d547995a217cde9ccb4d32eeaaf8174b34ce80730f8ce462f5a7d802633b"
},
{
"name": "dinovision-determinism-public-b",
"training_record_sha256": "22e6db6e7951e9962e288facb7a234eeaefb6be4dc11c0b23a9fcd8bab7cba2e",
"decoder_sha256": "06d0d547995a217cde9ccb4d32eeaaf8174b34ce80730f8ce462f5a7d802633b"
}
],
"all_decoder_bytes_identical": true,
"decoder_sha256": "06d0d547995a217cde9ccb4d32eeaaf8174b34ce80730f8ce462f5a7d802633b"
}