| 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/fit_w_prev-bias-10.0sample-negFalse-scaleTrue-pos1.0-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_only | |
| epochs: 33 | |
| epochs_cooldown: None | |
| eps: 1e-06 | |
| fit_neg_only: True | |
| fit_w_prev: True | |
| 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: -10.0 | |
| init_logit_scale: None | |
| lambda_eps: 1e-07 | |
| lambda_lr: 0.001 | |
| lambda_tolerance: 0.005 | |
| lambda_update_frequency: [5] | |
| 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/fit_w_prev-bias-10.0sample-negFalse-scaleTrue-pos1.0-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: 0.99 | |
| model_update_type: ONE_STEP | |
| n_class_tokens: -1 | |
| name: fit_w_prev-bias-10.0sample-negFalse-scaleTrue-pos1.0-eps1e-06-stocFalselr0.0004-ViT-B-32-1990_0124032041 | |
| no_set_device_rank: False | |
| norm_cap: 1.0 | |
| normalize_type: L2 | |
| note: fit_w_prev | |
| pos_coef: 1.0 | |
| 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 | |