Upload ens_fix-bias-14.27sample-negFalse-scaleTrue-pos0.003-eps1e-06-stocFalselr0.0004-ViT-B-32-1990_0124032041/params.txt with huggingface_hub

ens_fix-bias-14.27sample-negFalse-scaleTrue-pos0.003-eps1e-06-stocFalselr0.0004-ViT-B-32-1990_0124032041/params.txt

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+accum_freq: 1
+added_positive_type: sample
+aug_cfg: {}
+batch_size: 1990
+beta1: 0.9
+beta2: 0.98
+beta_decay_epochs: 16
+cache_dir: None
+calculate_full: True
+checkpoint_path: ./logs/ens_fix-bias-14.27sample-negFalse-scaleTrue-pos0.003-eps1e-06-stocFalselr0.0004-ViT-B-32-1990_0124032041/checkpoints
+coca_caption_loss_weight: 2.0
+coca_contrastive_loss_weight: 1.0
+contrast_neg_only: False
+copy_codebase: False
+csv_caption_key: title
+csv_img_key: filepath
+csv_separator: 	
+dataset_resampled: False
+dataset_type: webdataset
+ddp_static_graph: False
+debug: False
+delete_previous_checkpoint: False
+denormalize_features: False
+device: cuda:0
+dist_backend: None
+dist_url: None
+distill: False
+distill_model: None
+distill_pretrained: None
+distributed: True
+ema_z_mode: ema_n_sample
+epochs: 33
+epochs_cooldown: None
+eps: 1e-06
+fit_neg_only: True
+fit_w_prev: False
+force_custom_text: False
+force_image_size: None
+force_patch_dropout: None
+force_quick_gelu: False
+freeze_lambda_after_num_epochs: 100
+gather_with_grad: True
+grad_checkpointing: False
+grad_clip_norm: 1.0
+h_dim_factor: 4
+horovod: False
+image_interpolation: None
+image_mean: None
+image_resize_mode: None
+image_std: None
+imagenet_v2: None
+imagenet_val: /scratch/imagenet/val/
+init_lambda: 1.0
+init_logit_bias: -14.27
+init_logit_scale: None
+lambda_eps: 1e-12
+lambda_lr: 0.001
+lambda_tolerance: 0.0005
+lambda_update_frequency: [10]
+learn_logit_bias: True
+learn_logit_scale: True
+local_loss: True
+local_rank: 0
+lock_image: False
+lock_image_freeze_bn_stats: False
+lock_image_unlocked_groups: 0
+lock_text: False
+lock_text_freeze_layer_norm: False
+lock_text_unlocked_layers: 0
+log_every_n_steps: 100
+log_level: 20
+log_local: False
+log_path: ./logs/ens_fix-bias-14.27sample-negFalse-scaleTrue-pos0.003-eps1e-06-stocFalselr0.0004-ViT-B-32-1990_0124032041/out.log
+logit_scale_clamp: 100
+logs: ./logs/
+loss_type: COND_EXP
+lr: 0.0004
+lr_cooldown_end: 0.0
+lr_cooldown_power: 1.0
+lr_scheduler: cosine
+lr_tau: 0.0001
+model: ViT-B-32
+model_beta_init: 0.0
+model_ema_beta: 0.9992
+model_update_type: ONE_STEP
+n_class_tokens: -1
+name: ens_fix-bias-14.27sample-negFalse-scaleTrue-pos0.003-eps1e-06-stocFalselr0.0004-ViT-B-32-1990_0124032041
+no_set_device_rank: False
+norm_cap: 1.0
+normalize_type: L2
+note: ens_fix
+pos_coef: 0.003
+precision: amp
+pretrained: 
+pretrained_image: False
+rank: 0
+remote_sync: None
+remote_sync_frequency: 300
+remote_sync_protocol: s3
+report_to: wandb
+resume: None
+save_frequency: 1
+save_most_recent: False
+scale_loss: True
+seed: 42
+siglip: False
+skip_scheduler: False
+stoc_fit_lambda: False
+tensorboard: False
+tensorboard_path: 
+torchcompile: False
+torchscript: False
+trace: False
+train_data: /scratch/cc12m/{00000..01240}.tar
+train_data_upsampling_factors: None
+train_num_samples: 9187328
+update_ema_mlps_every_n_steps: 1
+use_bn_sync: False
+use_bnb_linear: None
+use_feature_diff: False
+val_data: /scratch/cc12m/{01241..01242}.tar
+val_frequency: 1
+val_num_samples: 205824
+wandb: True
+wandb_notes: 
+wandb_project_name: open-clip
+warmup: 10000
+wd: 0.1
+workers: 6
+world_size: 2
+z_beta_max: 0.8
+zeroshot_frequency: 1