Zero-Shot Image Classification
TiC-CLIP
vision
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  1. params/2018.yaml +99 -0
params/2018.yaml ADDED
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+ accum_freq: 1
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+ aug_cfg: {}
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+ batch_size: 1408
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+ beta1: 0.9
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+ beta2: 0.98
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+ checkpoint_path: /tmp/restart_2018/datacomp_xlarge-bestpool_restart_2018/checkpoints
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+ coca_caption_loss_weight: 2.0
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+ coca_contrastive_loss_weight: 1.0
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+ copy_codebase: False
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+ csv_caption_key: title
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+ csv_img_key: filepath
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+ csv_separator:
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+ dataset_resampled: True
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+ dataset_type: webdataset
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+ ddp_static_graph: True
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+ debug: False
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+ decay_fraction: 0.2
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+ delete_previous_checkpoint: False
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+ device: cuda:0
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+ dist_backend: nccl
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+ dist_url: env://
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+ distill: False
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+ distill_model: None
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+ distill_pretrained: None
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+ distributed: True
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+ epochs: 32
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+ epochs_cooldown: None
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+ eps: 1e-06
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+ force_custom_text: False
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+ force_image_size: None
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+ force_patch_dropout: None
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+ force_qk_norm: False
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+ force_qk_norm_eps: 1e-05
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+ force_quick_gelu: False
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+ gather_with_grad: True
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+ grad_checkpointing: True
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+ grad_clip_norm: None
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+ horovod: False
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+ image_mean: None
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+ image_std: None
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+ imagenet_v2: None
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+ imagenet_val: ../imagenet_validation
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+ is_iteration_based: True
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+ local_loss: True
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+ local_rank: 0
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+ lock_image: False
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+ lock_image_freeze_bn_stats: False
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+ lock_image_unlocked_groups: 0
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+ lock_text: False
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+ lock_text_freeze_layer_norm: False
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+ lock_text_unlocked_layers: 0
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+ log_every_n_steps: 100
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+ log_level: 20
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+ log_local: False
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+ log_path: /tmp/restart_2018/datacomp_xlarge-bestpool_restart_2018/out.log
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+ logs: /tmp/restart_2018
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+ lr: 0.001
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+ lr_cooldown_end: 0.0
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+ lr_cooldown_power: 1.0
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+ lr_scheduler: cosine
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+ max_iterations: 20500
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+ model: ViT-B-16
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+ name: datacomp_xlarge-bestpool_restart_2018
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+ new_run: True
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+ no_set_device_rank: False
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+ precision: amp
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+ pretrained:
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+ pretrained_image: False
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+ rank: 0
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+ remote_sync: xlarge_CL_bestpool_filter/restart_2018/
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+ remote_sync_frequency: 300
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+ remote_sync_protocol: s3
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+ report_to:
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+ resume: xlarge_CL_bestpool_filter/restart_2017/datacomp_xlarge-bestpool_restart_2017/checkpoints/epoch_10.pt
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+ save_frequency: 1
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+ save_most_recent: True
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+ seed: 0
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+ skip_scheduler: False
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+ tensorboard: False
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+ tensorboard_path:
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+ torchcompile: False
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+ torchscript: False
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+ trace: False
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+ train_data: xlarge_bestpool_filter/2018/0/{00000000..00000383}.tar::xlarge_bestpool_filter/2018/1/{00000000..00000383}.tar::xlarge_bestpool_filter/2018/10/{00000000..00000359}.tar::xlarge_bestpool_filter/2018/11/{00000000..00000383}.tar::xlarge_bestpool_filter/2018/12/{00000000..00000383}.tar::xlarge_bestpool_filter/2018/13/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/14/{00000000..00000403}.tar::xlarge_bestpool_filter/2018/15/{00000000..00000383}.tar::xlarge_bestpool_filter/2018/16/{00000000..00000383}.tar::xlarge_bestpool_filter/2018/17/{00000000..00000383}.tar::xlarge_bestpool_filter/2018/18/{00000000..00000444}.tar::xlarge_bestpool_filter/2018/19/{00000000..00000388}.tar::xlarge_bestpool_filter/2018/2/{00000000..00000446}.tar::xlarge_bestpool_filter/2018/20/{00000000..00000383}.tar::xlarge_bestpool_filter/2018/21/{00000000..00000383}.tar::xlarge_bestpool_filter/2018/22/{00000000..00000382}.tar::xlarge_bestpool_filter/2018/23/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/24/{00000000..00000319}.tar::xlarge_bestpool_filter/2018/25/{00000000..00000296}.tar::xlarge_bestpool_filter/2018/26/{00000000..00000063}.tar::xlarge_bestpool_filter/2018/27/{00000000..00000109}.tar::xlarge_bestpool_filter/2018/28/{00000000..00000462}.tar::xlarge_bestpool_filter/2018/29/{00000000..00000463}.tar::xlarge_bestpool_filter/2018/3/{00000000..00000443}.tar::xlarge_bestpool_filter/2018/30/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/31/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/32/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/33/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/34/{00000000..00000439}.tar::xlarge_bestpool_filter/2018/35/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/36/{00000000..00000477}.tar::xlarge_bestpool_filter/2018/37/{00000000..00000466}.tar::xlarge_bestpool_filter/2018/38/{00000000..00000446}.tar::xlarge_bestpool_filter/2018/39/{00000000..00000431}.tar::xlarge_bestpool_filter/2018/4/{00000000..00000420}.tar::xlarge_bestpool_filter/2018/40/{00000000..00000399}.tar::xlarge_bestpool_filter/2018/41/{00000000..00000383}.tar::xlarge_bestpool_filter/2018/42/{00000000..00000441}.tar::xlarge_bestpool_filter/2018/43/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/44/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/45/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/46/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/47/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/48/{00000000..00000467}.tar::xlarge_bestpool_filter/2018/49/{00000000..00000458}.tar::xlarge_bestpool_filter/2018/5/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/50/{00000000..00000461}.tar::xlarge_bestpool_filter/2018/51/{00000000..00000463}.tar::xlarge_bestpool_filter/2018/52/{00000000..00000464}.tar::xlarge_bestpool_filter/2018/53/{00000000..00000719}.tar::xlarge_bestpool_filter/2018/54/{00000000..00000719}.tar::xlarge_bestpool_filter/2018/55/{00000000..00000255}.tar::xlarge_bestpool_filter/2018/56/{00000000..00000239}.tar::xlarge_bestpool_filter/2018/57/{00000000..00000255}.tar::xlarge_bestpool_filter/2018/58/{00000000..00000255}.tar::xlarge_bestpool_filter/2018/59/{00000000..00000239}.tar::xlarge_bestpool_filter/2018/6/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/7/{00000000..00000447}.tar::xlarge_bestpool_filter/2018/8/{00000000..00000441}.tar::xlarge_bestpool_filter/2018/9/{00000000..00000383}.tar
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+ train_data_upsampling_factors: None
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+ train_num_samples: None
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+ use_bn_sync: False
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+ use_bnb_linear: None
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+ val_data: None
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+ val_frequency: 1
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+ val_num_samples: None
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+ wandb: False
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+ wandb_notes:
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+ wandb_project_name: open-clip
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+ warmup: 2000
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+ wd: 0.2
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+ workers: 4
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+ world_size: 64
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+ zeroshot_frequency: 1