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config.json

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+{
+    "data": {
+        "shard_root": "/gpfs/home/int/yizhenggong21/work/saev/acts/dinov2_vit_b_reg_-2_rand/db1e1e70eadeff77bb2c52febdc0f443b2fdddb2cf38447b2c0d1576a7e56045",
+        "patches": "patches",
+        "layer": -2,
+        "clamp": 100000.0,
+        "n_samples": 524288,
+        "shuffled": true,
+        "scale_mean": true,
+        "scale_norm": true
+    },
+    "shuffle": false,
+    "n_workers": 4,
+    "pin_memory": true,
+    "prefetch_factor": 4,
+    "n_patches": 100000000,
+    "sae": {
+        "d_vit": 768,
+        "exp_factor": 16,
+        "n_reinit_samples": 524288,
+        "remove_parallel_grads": true,
+        "normalize_w_dec": true,
+        "seed": 315
+    },
+    "objective": {
+        "sparsity_coeff": 0.0004
+    },
+    "n_sparsity_warmup": 500,
+    "lr": 0.003,
+    "n_lr_warmup": 500,
+    "lr_scheduler": "warmup",
+    "lr_final_factor": 0.0,
+    "gradient_clip_value": 0.0,
+    "sae_batch_size": 16384,
+    "track": true,
+    "wandb_project": "saev",
+    "tag": "baseline-v4.8-dinov2-vit-b",
+    "log_every": 25,
+    "ckpt_path": "/gpfs/home/int/yizhenggong21/work/saev/checkpoints",
+    "device": "cuda",
+    "span_all_devices": true,
+    "seed": 48,
+    "slurm": false,
+    "slurm_acct": "PAS2136",
+    "log_to": "/gpfs/home/int/yizhenggong21/work/saev/logs"
+}

sae.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:b117f179b3a218f895adc48f7c66ec93e0137dd6f37a48e38edc7031a2e1fc04
+size 75551772