dinovision / training.json
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Publish verified DinoVision case-study artifacts (part 2)
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{
"schema_version": 1,
"completed_unix_seconds": 1785688375,
"dataset": "C:/tmp/dinovision-data/manifests/imagenette2-320.json",
"dataset_manifest_sha256": "2071f89b2a7b077d7729641fc858e1225d057d11a797d16198c0d195d989bb89",
"requested_images": 2500,
"training_images": 2500,
"model": "C:/tmp/dinovision-assets/model.safetensors",
"model_sha256": "4610ad75edef83e75afdebf162d148dc628045ea6cbb83d67d4708c709c4f91d",
"initialization": "random",
"initialization_sha256": null,
"seed": 0,
"image_size": 224,
"encoder_layers": 3,
"batch_size": 8,
"steps": 12000,
"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": 0.000100000005,
"decoder_parameters": 2012547,
"encoding_seconds": 43.9207732,
"training_seconds": 2303.373087,
"final_l1": 0.034826964,
"decoder": "C:/tmp/dinovision-runs-main-7561a64-v1/3l224-seed0/decoder.bin",
"decoder_sha256": "dcc2b9560fbe0d59869ea2e37d900c1b72dbf01631b5869fd0bae6ca16dff846",
"diagnostic_samples": "C:/tmp/dinovision-runs-main-7561a64-v1/3l224-seed0/decoder_samples.png"
}