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params/2017.yaml

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+accum_freq: 1
+aug_cfg: {}
+batch_size: 2816
+beta1: 0.9
+beta2: 0.98
+checkpoint_path: /tmp/restart_2017/datacomp_xlarge-basic_cumulative_seq_2017/checkpoints
+coca_caption_loss_weight: 2.0
+coca_contrastive_loss_weight: 1.0
+copy_codebase: False
+csv_caption_key: title
+csv_img_key: filepath
+csv_separator: 	
+dataset_resampled: True
+dataset_type: webdataset
+ddp_static_graph: True
+debug: False
+decay_fraction: 0.2
+delete_previous_checkpoint: False
+device: cuda:0
+dist_backend: nccl
+dist_url: env://
+distill: False
+distill_model: None
+distill_pretrained: None
+distributed: True
+epochs: 32
+epochs_cooldown: None
+eps: 1e-06
+force_custom_text: False
+force_image_size: None
+force_patch_dropout: None
+force_qk_norm: False
+force_qk_norm_eps: 1e-05
+force_quick_gelu: False
+gather_with_grad: True
+grad_checkpointing: True
+grad_clip_norm: None
+horovod: False
+image_mean: None
+image_std: None
+imagenet_v2: None
+imagenet_val: ../imagenet_validation
+is_iteration_based: 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: /tmp/restart_2017/datacomp_xlarge-basic_cumulative_seq_2017/out.log
+logs: /tmp/restart_2017
+lr: 0.001
+lr_cooldown_end: 0.0
+lr_cooldown_power: 1.0
+lr_scheduler: cosine
+max_iterations: 20500
+model: ViT-B-16
+name: datacomp_xlarge-basic_cumulative_seq_2017
+new_run: True
+no_set_device_rank: False
+precision: amp
+pretrained: 
+pretrained_image: False
+rank: 0
+remote_sync: xlarge_CL_basic_filter/restart_2017/
+remote_sync_frequency: 300
+remote_sync_protocol: s3
+report_to: wandb
+resume: xlarge_CL_basic_filter/cumulative_sequential_2016/datacomp_xlarge-basic-2023-09-12_05-47-41_cumulative_seq_2016/checkpoints/epoch_8.pt
+save_frequency: 1
+save_most_recent: True
+seed: 0
+skip_scheduler: False
+tensorboard: False
+tensorboard_path: 
+torchcompile: False
+torchscript: False
+trace: False
+train_data: xlarge_basic_filter/2017/1/{00000000..00000681}.tar::xlarge_basic_filter/2017/10/{00000000..00000639}.tar::xlarge_basic_filter/2017/11/{00000000..00000703}.tar::xlarge_basic_filter/2017/12/{00000000..00000703}.tar::xlarge_basic_filter/2017/13/{00000000..00000730}.tar::xlarge_basic_filter/2017/14/{00000000..00000703}.tar::xlarge_basic_filter/2017/15/{00000000..00000672}.tar::xlarge_basic_filter/2017/16/{00000000..00000639}.tar::xlarge_basic_filter/2017/17/{00000000..00000630}.tar::xlarge_basic_filter/2017/18/{00000000..00000723}.tar::xlarge_basic_filter/2017/19/{00000000..00000703}.tar::xlarge_basic_filter/2017/2/{00000000..00000703}.tar::xlarge_basic_filter/2017/20/{00000000..00000665}.tar::xlarge_basic_filter/2017/21/{00000000..00000639}.tar::xlarge_basic_filter/2017/22/{00000000..00000639}.tar::xlarge_basic_filter/2017/23/{00000000..00000767}.tar::xlarge_basic_filter/2017/24/{00000000..00000511}.tar::xlarge_basic_filter/2017/25/{00000000..00000511}.tar::xlarge_basic_filter/2017/26/{00000000..00000063}.tar::xlarge_basic_filter/2017/27/{00000000..00000139}.tar::xlarge_basic_filter/2017/28/{00000000..00000831}.tar::xlarge_basic_filter/2017/29/{00000000..00000831}.tar::xlarge_basic_filter/2017/3/{00000000..00000703}.tar::xlarge_basic_filter/2017/30/{00000000..00000770}.tar::xlarge_basic_filter/2017/31/{00000000..00000772}.tar::xlarge_basic_filter/2017/32/{00000000..00000778}.tar::xlarge_basic_filter/2017/33/{00000000..00000831}.tar::xlarge_basic_filter/2017/34/{00000000..00000767}.tar::xlarge_basic_filter/2017/35/{00000000..00000767}.tar::xlarge_basic_filter/2017/36/{00000000..00000831}.tar::xlarge_basic_filter/2017/37/{00000000..00000799}.tar::xlarge_basic_filter/2017/38/{00000000..00000719}.tar::xlarge_basic_filter/2017/39/{00000000..00000703}.tar::xlarge_basic_filter/2017/4/{00000000..00000679}.tar::xlarge_basic_filter/2017/40/{00000000..00000703}.tar::xlarge_basic_filter/2017/41/{00000000..00000639}.tar::xlarge_basic_filter/2017/42/{00000000..00000703}.tar::xlarge_basic_filter/2017/43/{00000000..00000767}.tar::xlarge_basic_filter/2017/44/{00000000..00000767}.tar::xlarge_basic_filter/2017/45/{00000000..00000767}.tar::xlarge_basic_filter/2017/46/{00000000..00000755}.tar::xlarge_basic_filter/2017/47/{00000000..00000767}.tar::xlarge_basic_filter/2017/48/{00000000..00000831}.tar::xlarge_basic_filter/2017/49/{00000000..00000831}.tar::xlarge_basic_filter/2017/5/{00000000..00000682}.tar::xlarge_basic_filter/2017/50/{00000000..00000831}.tar::xlarge_basic_filter/2017/51/{00000000..00000831}.tar::xlarge_basic_filter/2017/52/{00000000..00000831}.tar::xlarge_basic_filter/2017/53/{00000000..00001279}.tar::xlarge_basic_filter/2017/54/{00000000..00001227}.tar::xlarge_basic_filter/2017/55/{00000000..00000435}.tar::xlarge_basic_filter/2017/56/{00000000..00000433}.tar::xlarge_basic_filter/2017/57/{00000000..00000383}.tar::xlarge_basic_filter/2017/58/{00000000..00000383}.tar::xlarge_basic_filter/2017/59/{00000000..00000383}.tar::xlarge_basic_filter/2017/6/{00000000..00000679}.tar::xlarge_basic_filter/2017/7/{00000000..00000767}.tar::xlarge_basic_filter/2017/8/{00000000..00000719}.tar::xlarge_basic_filter/2017/9/{00000000..00000639}.tar
+train_data_upsampling_factors: None
+train_num_samples: None
+use_bn_sync: False
+use_bnb_linear: None
+val_data: None
+val_frequency: 1
+val_num_samples: None
+wandb: True
+wandb_notes: 
+wandb_project_name: datacomp-xlarge-CL
+warmup: 2000
+wd: 0.2
+workers: 4
+world_size: 32
+zeroshot_frequency: 1

params/2018.yaml

@@ -0,0 +1,99 @@
+accum_freq: 1
+aug_cfg: {}
+batch_size: 1408
+beta1: 0.9
+beta2: 0.98
+checkpoint_path: /tmp/restart_2018/datacomp_xlarge-basic_cumulative_seq_2018/checkpoints
+coca_caption_loss_weight: 2.0
+coca_contrastive_loss_weight: 1.0
+copy_codebase: False
+csv_caption_key: title
+csv_img_key: filepath
+csv_separator: 	
+dataset_resampled: True
+dataset_type: webdataset
+ddp_static_graph: True
+debug: False
+decay_fraction: 0.2
+delete_previous_checkpoint: False
+device: cuda:0
+dist_backend: nccl
+dist_url: env://
+distill: False
+distill_model: None
+distill_pretrained: None
+distributed: True
+epochs: 32
+epochs_cooldown: None
+eps: 1e-06
+force_custom_text: False
+force_image_size: None
+force_patch_dropout: None
+force_qk_norm: False
+force_qk_norm_eps: 1e-05
+force_quick_gelu: False
+gather_with_grad: True
+grad_checkpointing: True
+grad_clip_norm: None
+horovod: False
+image_mean: None
+image_std: None
+imagenet_v2: None
+imagenet_val: ../imagenet_validation
+is_iteration_based: 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: /tmp/restart_2018/datacomp_xlarge-basic_cumulative_seq_2018/out.log
+logs: /tmp/restart_2018
+lr: 0.001
+lr_cooldown_end: 0.0
+lr_cooldown_power: 1.0
+lr_scheduler: cosine
+max_iterations: 20500
+model: ViT-B-16
+name: datacomp_xlarge-basic_cumulative_seq_2018
+new_run: True
+no_set_device_rank: False
+precision: amp
+pretrained: 
+pretrained_image: False
+rank: 0
+remote_sync: xlarge_CL_basic_filter/restart_2018/
+remote_sync_frequency: 300
+remote_sync_protocol: s3
+report_to: wandb
+resume: xlarge_CL_basic_filter/restart_2017/datacomp_xlarge-basic_cumulative_seq_2017/checkpoints/epoch_5.pt
+save_frequency: 1
+save_most_recent: True
+seed: 0
+skip_scheduler: False
+tensorboard: False
+tensorboard_path: 
+torchcompile: False
+torchscript: False
+trace: False
+train_data: xlarge_basic_filter/2018/1/{00000000..00000832}.tar::xlarge_basic_filter/2018/10/{00000000..00000768}.tar::xlarge_basic_filter/2018/11/{00000000..00000831}.tar::xlarge_basic_filter/2018/12/{00000000..00000833}.tar::xlarge_basic_filter/2018/13/{00000000..00000895}.tar::xlarge_basic_filter/2018/14/{00000000..00000895}.tar::xlarge_basic_filter/2018/15/{00000000..00000831}.tar::xlarge_basic_filter/2018/16/{00000000..00000799}.tar::xlarge_basic_filter/2018/17/{00000000..00000767}.tar::xlarge_basic_filter/2018/18/{00000000..00000895}.tar::xlarge_basic_filter/2018/19/{00000000..00000879}.tar::xlarge_basic_filter/2018/2/{00000000..00000879}.tar::xlarge_basic_filter/2018/20/{00000000..00000831}.tar::xlarge_basic_filter/2018/21/{00000000..00000767}.tar::xlarge_basic_filter/2018/22/{00000000..00000759}.tar::xlarge_basic_filter/2018/23/{00000000..00000911}.tar::xlarge_basic_filter/2018/24/{00000000..00000629}.tar::xlarge_basic_filter/2018/25/{00000000..00000599}.tar::xlarge_basic_filter/2018/26/{00000000..00000063}.tar::xlarge_basic_filter/2018/27/{00000000..00000191}.tar::xlarge_basic_filter/2018/28/{00000000..00001023}.tar::xlarge_basic_filter/2018/29/{00000000..00000999}.tar::xlarge_basic_filter/2018/3/{00000000..00000895}.tar::xlarge_basic_filter/2018/30/{00000000..00000972}.tar::xlarge_basic_filter/2018/31/{00000000..00000973}.tar::xlarge_basic_filter/2018/32/{00000000..00000981}.tar::xlarge_basic_filter/2018/33/{00000000..00000999}.tar::xlarge_basic_filter/2018/34/{00000000..00000959}.tar::xlarge_basic_filter/2018/35/{00000000..00000959}.tar::xlarge_basic_filter/2018/36/{00000000..00001023}.tar::xlarge_basic_filter/2018/37/{00000000..00000999}.tar::xlarge_basic_filter/2018/38/{00000000..00000895}.tar::xlarge_basic_filter/2018/39/{00000000..00000895}.tar::xlarge_basic_filter/2018/4/{00000000..00000895}.tar::xlarge_basic_filter/2018/40/{00000000..00000877}.tar::xlarge_basic_filter/2018/41/{00000000..00000767}.tar::xlarge_basic_filter/2018/42/{00000000..00000895}.tar::xlarge_basic_filter/2018/43/{00000000..00000959}.tar::xlarge_basic_filter/2018/44/{00000000..00000959}.tar::xlarge_basic_filter/2018/45/{00000000..00000901}.tar::xlarge_basic_filter/2018/46/{00000000..00000896}.tar::xlarge_basic_filter/2018/47/{00000000..00000959}.tar::xlarge_basic_filter/2018/48/{00000000..00001023}.tar::xlarge_basic_filter/2018/49/{00000000..00001023}.tar::xlarge_basic_filter/2018/5/{00000000..00000895}.tar::xlarge_basic_filter/2018/50/{00000000..00001023}.tar::xlarge_basic_filter/2018/51/{00000000..00001023}.tar::xlarge_basic_filter/2018/52/{00000000..00001023}.tar::xlarge_basic_filter/2018/53/{00000000..00001599}.tar::xlarge_basic_filter/2018/54/{00000000..00001535}.tar::xlarge_basic_filter/2018/55/{00000000..00000511}.tar::xlarge_basic_filter/2018/56/{00000000..00000511}.tar::xlarge_basic_filter/2018/57/{00000000..00000479}.tar::xlarge_basic_filter/2018/58/{00000000..00000510}.tar::xlarge_basic_filter/2018/59/{00000000..00000479}.tar::xlarge_basic_filter/2018/6/{00000000..00000895}.tar::xlarge_basic_filter/2018/7/{00000000..00000919}.tar::xlarge_basic_filter/2018/8/{00000000..00000895}.tar::xlarge_basic_filter/2018/9/{00000000..00000830}.tar
+train_data_upsampling_factors: None
+train_num_samples: None
+use_bn_sync: False
+use_bnb_linear: None
+val_data: None
+val_frequency: 1
+val_num_samples: None
+wandb: True
+wandb_notes: 
+wandb_project_name: datacomp-xlarge-CL
+warmup: 2000
+wd: 0.2
+workers: 4
+world_size: 64
+zeroshot_frequency: 1

params/2019.yaml

@@ -0,0 +1,99 @@
+accum_freq: 1
+aug_cfg: {}
+batch_size: 1408
+beta1: 0.9
+beta2: 0.98
+checkpoint_path: /tmp/restart_2019/datacomp_xlarge-basic_cumulative_seq_2019/checkpoints
+coca_caption_loss_weight: 2.0
+coca_contrastive_loss_weight: 1.0
+copy_codebase: False
+csv_caption_key: title
+csv_img_key: filepath
+csv_separator: 	
+dataset_resampled: True
+dataset_type: webdataset
+ddp_static_graph: True
+debug: False
+decay_fraction: 0.2
+delete_previous_checkpoint: False
+device: cuda:0
+dist_backend: nccl
+dist_url: env://
+distill: False
+distill_model: None
+distill_pretrained: None
+distributed: True
+epochs: 32
+epochs_cooldown: None
+eps: 1e-06
+force_custom_text: False
+force_image_size: None
+force_patch_dropout: None
+force_qk_norm: False
+force_qk_norm_eps: 1e-05
+force_quick_gelu: False
+gather_with_grad: True
+grad_checkpointing: True
+grad_clip_norm: None
+horovod: False
+image_mean: None
+image_std: None
+imagenet_v2: None
+imagenet_val: ../imagenet_validation
+is_iteration_based: 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: /tmp/restart_2019/datacomp_xlarge-basic_cumulative_seq_2019/out.log
+logs: /tmp/restart_2019
+lr: 0.001
+lr_cooldown_end: 0.0
+lr_cooldown_power: 1.0
+lr_scheduler: cosine
+max_iterations: 20500
+model: ViT-B-16
+name: datacomp_xlarge-basic_cumulative_seq_2019
+new_run: True
+no_set_device_rank: False
+precision: amp
+pretrained: 
+pretrained_image: False
+rank: 0
+remote_sync: xlarge_CL_basic_filter/restart_2019/
+remote_sync_frequency: 300
+remote_sync_protocol: s3
+report_to: wandb
+resume: xlarge_CL_basic_filter/restart_2018/datacomp_xlarge-basic_cumulative_seq_2018/checkpoints/epoch_4.pt
+save_frequency: 1
+save_most_recent: True
+seed: 0
+skip_scheduler: False
+tensorboard: False
+tensorboard_path: 
+torchcompile: False
+torchscript: False
+trace: False
+train_data: xlarge_basic_filter/2019/1/{00000000..00000895}.tar::xlarge_basic_filter/2019/10/{00000000..00000831}.tar::xlarge_basic_filter/2019/11/{00000000..00000846}.tar::xlarge_basic_filter/2019/12/{00000000..00000887}.tar::xlarge_basic_filter/2019/13/{00000000..00000940}.tar::xlarge_basic_filter/2019/14/{00000000..00000895}.tar::xlarge_basic_filter/2019/15/{00000000..00000831}.tar::xlarge_basic_filter/2019/16/{00000000..00000831}.tar::xlarge_basic_filter/2019/17/{00000000..00000820}.tar::xlarge_basic_filter/2019/18/{00000000..00000925}.tar::xlarge_basic_filter/2019/19/{00000000..00000895}.tar::xlarge_basic_filter/2019/2/{00000000..00000935}.tar::xlarge_basic_filter/2019/20/{00000000..00000831}.tar::xlarge_basic_filter/2019/21/{00000000..00000831}.tar::xlarge_basic_filter/2019/22/{00000000..00000760}.tar::xlarge_basic_filter/2019/23/{00000000..00000959}.tar::xlarge_basic_filter/2019/24/{00000000..00000639}.tar::xlarge_basic_filter/2019/25/{00000000..00000609}.tar::xlarge_basic_filter/2019/26/{00000000..00000063}.tar::xlarge_basic_filter/2019/27/{00000000..00000191}.tar::xlarge_basic_filter/2019/28/{00000000..00001074}.tar::xlarge_basic_filter/2019/29/{00000000..00001060}.tar::xlarge_basic_filter/2019/3/{00000000..00000910}.tar::xlarge_basic_filter/2019/30/{00000000..00001023}.tar::xlarge_basic_filter/2019/31/{00000000..00001023}.tar::xlarge_basic_filter/2019/32/{00000000..00001023}.tar::xlarge_basic_filter/2019/33/{00000000..00001024}.tar::xlarge_basic_filter/2019/34/{00000000..00001023}.tar::xlarge_basic_filter/2019/35/{00000000..00001023}.tar::xlarge_basic_filter/2019/36/{00000000..00001086}.tar::xlarge_basic_filter/2019/37/{00000000..00001087}.tar::xlarge_basic_filter/2019/38/{00000000..00000959}.tar::xlarge_basic_filter/2019/39/{00000000..00000906}.tar::xlarge_basic_filter/2019/4/{00000000..00000897}.tar::xlarge_basic_filter/2019/40/{00000000..00000897}.tar::xlarge_basic_filter/2019/41/{00000000..00000831}.tar::xlarge_basic_filter/2019/42/{00000000..00000958}.tar::xlarge_basic_filter/2019/43/{00000000..00000966}.tar::xlarge_basic_filter/2019/44/{00000000..00001011}.tar::xlarge_basic_filter/2019/45/{00000000..00000959}.tar::xlarge_basic_filter/2019/46/{00000000..00000959}.tar::xlarge_basic_filter/2019/47/{00000000..00000967}.tar::xlarge_basic_filter/2019/48/{00000000..00001082}.tar::xlarge_basic_filter/2019/49/{00000000..00001066}.tar::xlarge_basic_filter/2019/5/{00000000..00000959}.tar::xlarge_basic_filter/2019/50/{00000000..00001067}.tar::xlarge_basic_filter/2019/51/{00000000..00001075}.tar::xlarge_basic_filter/2019/52/{00000000..00001075}.tar::xlarge_basic_filter/2019/53/{00000000..00001646}.tar::xlarge_basic_filter/2019/54/{00000000..00001599}.tar::xlarge_basic_filter/2019/55/{00000000..00000511}.tar::xlarge_basic_filter/2019/56/{00000000..00000511}.tar::xlarge_basic_filter/2019/57/{00000000..00000511}.tar::xlarge_basic_filter/2019/58/{00000000..00000511}.tar::xlarge_basic_filter/2019/59/{00000000..00000511}.tar::xlarge_basic_filter/2019/6/{00000000..00000959}.tar::xlarge_basic_filter/2019/7/{00000000..00000959}.tar::xlarge_basic_filter/2019/8/{00000000..00000895}.tar::xlarge_basic_filter/2019/9/{00000000..00000831}.tar
+train_data_upsampling_factors: None
+train_num_samples: None
+use_bn_sync: False
+use_bnb_linear: None
+val_data: None
+val_frequency: 1
+val_num_samples: None
+wandb: True
+wandb_notes: 
+wandb_project_name: datacomp-xlarge-CL
+warmup: 2000
+wd: 0.2
+workers: 4
+world_size: 64
+zeroshot_frequency: 1

params/2020.yaml

@@ -0,0 +1,99 @@
+accum_freq: 1
+aug_cfg: {}
+batch_size: 704
+beta1: 0.9
+beta2: 0.98
+checkpoint_path: /tmp/restart_2020/datacomp_xlarge-basic_cumulative_seq_2020/checkpoints
+coca_caption_loss_weight: 2.0
+coca_contrastive_loss_weight: 1.0
+copy_codebase: False
+csv_caption_key: title
+csv_img_key: filepath
+csv_separator: 	
+dataset_resampled: True
+dataset_type: webdataset
+ddp_static_graph: True
+debug: False
+decay_fraction: 0.2
+delete_previous_checkpoint: False
+device: cuda:0
+dist_backend: nccl
+dist_url: env://
+distill: False
+distill_model: None
+distill_pretrained: None
+distributed: True
+epochs: 32
+epochs_cooldown: None
+eps: 1e-06
+force_custom_text: False
+force_image_size: None
+force_patch_dropout: None
+force_qk_norm: False
+force_qk_norm_eps: 1e-05
+force_quick_gelu: False
+gather_with_grad: True
+grad_checkpointing: True
+grad_clip_norm: None
+horovod: False
+image_mean: None
+image_std: None
+imagenet_v2: None
+imagenet_val: ../imagenet_validation
+is_iteration_based: 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: /tmp/restart_2020/datacomp_xlarge-basic_cumulative_seq_2020/out.log
+logs: /tmp/restart_2020
+lr: 0.001
+lr_cooldown_end: 0.0
+lr_cooldown_power: 1.0
+lr_scheduler: cosine
+max_iterations: 20500
+model: ViT-B-16
+name: datacomp_xlarge-basic_cumulative_seq_2020
+new_run: True
+no_set_device_rank: False
+precision: amp
+pretrained: 
+pretrained_image: False
+rank: 0
+remote_sync: xlarge_CL_basic_filter/restart_2020/
+remote_sync_frequency: 300
+remote_sync_protocol: s3
+report_to: wandb
+resume: xlarge_CL_basic_filter/restart_2019/datacomp_xlarge-basic_cumulative_seq_2019/checkpoints/epoch_4.pt
+save_frequency: 1
+save_most_recent: True
+seed: 0
+skip_scheduler: False
+tensorboard: False
+tensorboard_path: 
+torchcompile: False
+torchscript: False
+trace: False
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params/2021.yaml

@@ -0,0 +1,99 @@
+accum_freq: 1
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+beta2: 0.98
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+copy_codebase: False
+csv_caption_key: title
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+csv_separator: 	
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+dataset_type: webdataset
+ddp_static_graph: True
+debug: False
+decay_fraction: 0.2
+delete_previous_checkpoint: False
+device: cuda:0
+dist_backend: nccl
+dist_url: env://
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+force_quick_gelu: False
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+grad_checkpointing: True
+grad_clip_norm: None
+horovod: False
+image_mean: None
+image_std: None
+imagenet_v2: None
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+max_iterations: 20500
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+new_run: True
+no_set_device_rank: False
+precision: amp
+pretrained: 
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+rank: 0
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+report_to: wandb
+resume: xlarge_CL_basic_filter/restart_2020/datacomp_xlarge-basic_cumulative_seq_2020/checkpoints/epoch_5.pt
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+seed: 0
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+train_data_upsampling_factors: None
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+use_bnb_linear: None
+val_data: None
+val_frequency: 1
+val_num_samples: None
+wandb: True
+wandb_notes: 
+wandb_project_name: datacomp-xlarge-CL
+warmup: 2000
+wd: 0.2
+workers: 4
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+zeroshot_frequency: 1

params/2022.yaml

@@ -0,0 +1,99 @@
+accum_freq: 1
+aug_cfg: {}
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+beta1: 0.9
+beta2: 0.98
+checkpoint_path: /tmp/restart_2022/datacomp_xlarge-basic_cumulative_seq_2022/checkpoints
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+copy_codebase: False
+csv_caption_key: title
+csv_img_key: filepath
+csv_separator: 	
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+ddp_static_graph: True
+debug: False
+decay_fraction: 0.2
+delete_previous_checkpoint: False
+device: cuda:0
+dist_backend: nccl
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+distill: False
+distill_model: None
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+distributed: True
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+eps: 1e-06
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+force_image_size: None
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+force_quick_gelu: False
+gather_with_grad: True
+grad_checkpointing: True
+grad_clip_norm: None
+horovod: False
+image_mean: None
+image_std: None
+imagenet_v2: None
+imagenet_val: ../imagenet_validation
+is_iteration_based: True
+local_loss: True
+local_rank: 0
+lock_image: False
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+no_set_device_rank: False
+precision: amp
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+rank: 0
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+remote_sync_protocol: s3
+report_to: wandb
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+seed: 0
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+train_data_upsampling_factors: None
+train_num_samples: None
+use_bn_sync: False
+use_bnb_linear: None
+val_data: None
+val_frequency: 1
+val_num_samples: None
+wandb: True
+wandb_notes: 
+wandb_project_name: datacomp-xlarge-CL
+warmup: 2000
+wd: 0.2
+workers: 4
+world_size: 128
+zeroshot_frequency: 1