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Browse files- config.json +37 -0
config.json
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{
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"data": {
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"shard_root": "/local/scratch/stevens.994/cache/saev/07aed612e3f70b93ecff46e5a3beea7b8a779f0376dcd3bddf1d5a6ffb4c8f76/",
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"patches": "patches",
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"layer": -2,
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"clamp": 100000.0,
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"n_random_samples": 524288,
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"scale_mean": true,
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"scale_norm": true
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},
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"n_workers": 32,
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"n_patches": 100000000,
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"sae": {
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"d_vit": 768,
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"exp_factor": 32,
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"sparsity_coeff": 0.0008,
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"n_reinit_samples": 524288,
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"ghost_grads": false,
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"remove_parallel_grads": true,
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"normalize_w_dec": true,
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"seed": 153
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},
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"n_sparsity_warmup": 500,
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"lr": 0.001,
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"n_lr_warmup": 500,
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"sae_batch_size": 16384,
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"track": true,
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"wandb_project": "saev",
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"tag": "baseline-v4.7",
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"log_every": 25,
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"ckpt_path": "./checkpoints",
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"device": "cuda",
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"seed": 57,
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"slurm": false,
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"slurm_acct": "PAS2136",
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"log_to": "./logs"
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}
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