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config.json

@@ -0,0 +1,54 @@
+{
+    "model_class_name": "HookedViT",
+    "model_name": "laion/CLIP-ViT-bigG-14-laion2B-39B-b160k",
+    "vit_model_cfg": null,
+    "model_path": null,
+    "hook_point_layer": null,
+    "layer_subtype": "hook_resid_post",
+    "hook_point_head_index": null,
+    "context_size": 50,
+    "use_cached_activations": false,
+    "use_patches_only": false,
+    "cached_activations_path": "activations/_network_scratch_s_sonia.joseph_datasets_kaggle_datasets/laion_CLIP-ViT-bigG-14-laion2B-39B-b160k/blocks.None.hook_resid_post",
+    "image_size": 224,
+    "architecture": "standard",
+    "b_dec_init_method": "geometric_median",
+    "expansion_factor": 128,
+    "from_pretrained_path": null,
+    "_device": "cpu",
+    "seed": 42,
+    "_dtype": "float32",
+    "d_in": 1280,
+    "activation_fn_str": "relu",
+    "activation_fn_kwargs": {},
+    "cls_token_only": false,
+    "max_grad_norm": 1.0,
+    "initialization_method": "encoder_transpose_decoder",
+    "normalize_activations": null,
+    "n_batches_in_buffer": 20,
+    "store_batch_size": 32,
+    "num_workers": 16,
+    "num_epochs": 10,
+    "verbose": false,
+    "l1_coefficient": 0.0002,
+    "lp_norm": 1,
+    "lr": 0.001,
+    "lr_scheduler_name": "cosineannealingwarmup",
+    "lr_warm_up_steps": 500,
+    "train_batch_size": 4096,
+    "dataset_name": "imagenet1k",
+    "dataset_path": "/network/scratch/s/sonia.joseph/datasets/kaggle_datasets",
+    "dataset_train_path": "/network/scratch/s/sonia.joseph/datasets/kaggle_datasets/ILSVRC/Data/CLS-LOC/train",
+    "dataset_val_path": "/network/scratch/s/sonia.joseph/datasets/kaggle_datasets/ILSVRC/Data/CLS-LOC/val",
+    "use_ghost_grads": true,
+    "feature_sampling_window": 1000,
+    "dead_feature_window": 5000,
+    "dead_feature_threshold": 1e-08,
+    "log_to_wandb": true,
+    "wandb_project": "tinyclip_sae_16_hyperparam_sweep_lr",
+    "wandb_entity": null,
+    "wandb_log_frequency": 10,
+    "n_validation_runs": 100,
+    "n_checkpoints": 10,
+    "checkpoint_path": "/network/scratch/s/sonia.joseph/sae_checkpoints/tinyclip_40M_mlp_out"
+}