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Browse files- config.json +43 -0
- sae.pt +3 -0
config.json
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{
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"data": {
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"shard_root": "/gpfs/home/int/yizhenggong21/work/saev/acts/dinov2_vit_b_-2_rand/10663d61fc16d6cc49654a3d2ae2e9ec693420917a9621febf0aafe8c5a71919",
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"patches": "patches",
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"layer": -2,
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"clamp": 100000.0,
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"n_samples": 524288,
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"shuffled": true,
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"scale_mean": true,
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"scale_norm": true
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},
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"shuffle": false,
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"n_workers": 8,
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"pin_memory": true,
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"prefetch_factor": 4,
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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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"n_reinit_samples": 524288,
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"remove_parallel_grads": true,
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"normalize_w_dec": true,
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"seed": 220
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},
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"objective": {
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"sparsity_coeff": 0.0008
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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-v4.8-dinov2-vit-b",
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"log_every": 25,
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"ckpt_path": "/gpfs/home/int/yizhenggong21/work/saev/checkpoints",
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"device": "cuda",
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"span_all_devices": true,
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"seed": 46,
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"slurm": false,
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"slurm_acct": "PAS2136",
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"log_to": "/gpfs/home/int/yizhenggong21/work/saev/logs"
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}
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sae.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2c33a3cb12ea1ac012d84e1c1b7d6e4542f45127b45a2c4e692ac36aee02c911
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size 151098396
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