accum_freq: 1
aug_cfg: {}
batch_size: 1408
beta1: 0.9
beta2: 0.98
checkpoint_path: /tmp/cumulative_oracle/datacomp_xlarge-bestpool_all/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/cumulative_oracle/datacomp_xlarge-bestpool_all/out.log
logs: /tmp/cumulative_oracle
lr: 0.001
lr_cooldown_end: 0.0
lr_cooldown_power: 1.0
lr_scheduler: cosine
max_iterations: 143500
model: ViT-B-16
name: datacomp_xlarge-bestpool_all
new_run: False
no_set_device_rank: False
precision: amp
pretrained: 
pretrained_image: False
rank: 0
remote_sync: xlarge_CL_bestpool_filter/cumulative_oracle/
remote_sync_frequency: 300
remote_sync_protocol: s3
report_to: wandb
resume: xlarge_CL_bestpool_filter/cumulative_oracle/datacomp_xlarge-bestpool_all/checkpoints/epoch_1.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_bestpool_filter/2021/0/{00000000..00000320}.tar::xlarge_bestpool_filter/2021/1/{00000000..00000321}.tar::xlarge_bestpool_filter/2021/10/{00000000..00000319}.tar::xlarge_bestpool_filter/2021/11/{00000000..00000321}.tar::xlarge_bestpool_filter/2021/12/{00000000..00000326}.tar::xlarge_bestpool_filter/2021/13/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/14/{00000000..00000363}.tar::xlarge_bestpool_filter/2021/15/{00000000..00000319}.tar::xlarge_bestpool_filter/2021/16/{00000000..00000319}.tar::xlarge_bestpool_filter/2021/17/{00000000..00000319}.tar::xlarge_bestpool_filter/2021/18/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/19/{00000000..00000334}.tar::xlarge_bestpool_filter/2021/2/{00000000..00000382}.tar::xlarge_bestpool_filter/2021/20/{00000000..00000319}.tar::xlarge_bestpool_filter/2021/21/{00000000..00000319}.tar::xlarge_bestpool_filter/2021/22/{00000000..00000319}.tar::xlarge_bestpool_filter/2021/23/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/24/{00000000..00000255}.tar::xlarge_bestpool_filter/2021/25/{00000000..00000255}.tar::xlarge_bestpool_filter/2021/26/{00000000..00000063}.tar::xlarge_bestpool_filter/2021/27/{00000000..00000063}.tar::xlarge_bestpool_filter/2021/28/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/29/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/3/{00000000..00000380}.tar::xlarge_bestpool_filter/2021/30/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/31/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/32/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/33/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/34/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/35/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/36/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/37/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/38/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/39/{00000000..00000373}.tar::xlarge_bestpool_filter/2021/4/{00000000..00000356}.tar::xlarge_bestpool_filter/2021/40/{00000000..00000357}.tar::xlarge_bestpool_filter/2021/41/{00000000..00000319}.tar::xlarge_bestpool_filter/2021/42/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/43/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/44/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/45/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/46/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/47/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/48/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/49/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/5/{00000000..00000382}.tar::xlarge_bestpool_filter/2021/50/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/51/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/52/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/53/{00000000..00000639}.tar::xlarge_bestpool_filter/2021/54/{00000000..00000599}.tar::xlarge_bestpool_filter/2021/55/{00000000..00000191}.tar::xlarge_bestpool_filter/2021/56/{00000000..00000191}.tar::xlarge_bestpool_filter/2021/57/{00000000..00000191}.tar::xlarge_bestpool_filter/2021/58/{00000000..00000191}.tar::xlarge_bestpool_filter/2021/59/{00000000..00000191}.tar::xlarge_bestpool_filter/2021/6/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/7/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/8/{00000000..00000383}.tar::xlarge_bestpool_filter/2021/9/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/0/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/1/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/10/{00000000..00000278}.tar::xlarge_bestpool_filter/2020/11/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/12/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/13/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/14/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/15/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/16/{00000000..00000286}.tar::xlarge_bestpool_filter/2020/17/{00000000..00000266}.tar::xlarge_bestpool_filter/2020/18/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/19/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/2/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/20/{00000000..00000318}.tar::xlarge_bestpool_filter/2020/21/{00000000..00000273}.tar::xlarge_bestpool_filter/2020/22/{00000000..00000255}.tar::xlarge_bestpool_filter/2020/23/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/24/{00000000..00000253}.tar::xlarge_bestpool_filter/2020/25/{00000000..00000232}.tar::xlarge_bestpool_filter/2020/26/{00000000..00000063}.tar::xlarge_bestpool_filter/2020/27/{00000000..00000063}.tar::xlarge_bestpool_filter/2020/28/{00000000..00000383}.tar::xlarge_bestpool_filter/2020/29/{00000000..00000383}.tar::xlarge_bestpool_filter/2020/3/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/30/{00000000..00000329}.tar::xlarge_bestpool_filter/2020/31/{00000000..00000324}.tar::xlarge_bestpool_filter/2020/32/{00000000..00000323}.tar::xlarge_bestpool_filter/2020/33/{00000000..00000357}.tar::xlarge_bestpool_filter/2020/34/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/35/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/36/{00000000..00000377}.tar::xlarge_bestpool_filter/2020/37/{00000000..00000381}.tar::xlarge_bestpool_filter/2020/38/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/39/{00000000..00000318}.tar::xlarge_bestpool_filter/2020/4/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/40/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/41/{00000000..00000257}.tar::xlarge_bestpool_filter/2020/42/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/43/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/44/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/45/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/46/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/47/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/48/{00000000..00000383}.tar::xlarge_bestpool_filter/2020/49/{00000000..00000383}.tar::xlarge_bestpool_filter/2020/5/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/50/{00000000..00000383}.tar::xlarge_bestpool_filter/2020/51/{00000000..00000383}.tar::xlarge_bestpool_filter/2020/52/{00000000..00000377}.tar::xlarge_bestpool_filter/2020/53/{00000000..00000545}.tar::xlarge_bestpool_filter/2020/54/{00000000..00000511}.tar::xlarge_bestpool_filter/2020/55/{00000000..00000191}.tar::xlarge_bestpool_filter/2020/56/{00000000..00000191}.tar::xlarge_bestpool_filter/2020/57/{00000000..00000191}.tar::xlarge_bestpool_filter/2020/58/{00000000..00000191}.tar::xlarge_bestpool_filter/2020/59/{00000000..00000191}.tar::xlarge_bestpool_filter/2020/6/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/7/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/8/{00000000..00000319}.tar::xlarge_bestpool_filter/2020/9/{00000000..00000299}.tar::xlarge_bestpool_filter/2019/0/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/1/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/10/{00000000..00000375}.tar::xlarge_bestpool_filter/2019/11/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/12/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/13/{00000000..00000385}.tar::xlarge_bestpool_filter/2019/14/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/15/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/16/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/17/{00000000..00000347}.tar::xlarge_bestpool_filter/2019/18/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/19/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/2/{00000000..00000399}.tar::xlarge_bestpool_filter/2019/20/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/21/{00000000..00000362}.tar::xlarge_bestpool_filter/2019/22/{00000000..00000319}.tar::xlarge_bestpool_filter/2019/23/{00000000..00000399}.tar::xlarge_bestpool_filter/2019/24/{00000000..00000279}.tar::xlarge_bestpool_filter/2019/25/{00000000..00000255}.tar::xlarge_bestpool_filter/2019/26/{00000000..00000063}.tar::xlarge_bestpool_filter/2019/27/{00000000..00000107}.tar::xlarge_bestpool_filter/2019/28/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/29/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/3/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/30/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/31/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/32/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/33/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/34/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/35/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/36/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/37/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/38/{00000000..00000412}.tar::xlarge_bestpool_filter/2019/39/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/4/{00000000..00000399}.tar::xlarge_bestpool_filter/2019/40/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/41/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/42/{00000000..00000395}.tar::xlarge_bestpool_filter/2019/43/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/44/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/45/{00000000..00000442}.tar::xlarge_bestpool_filter/2019/46/{00000000..00000431}.tar::xlarge_bestpool_filter/2019/47/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/48/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/49/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/5/{00000000..00000426}.tar::xlarge_bestpool_filter/2019/50/{00000000..00000439}.tar::xlarge_bestpool_filter/2019/51/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/52/{00000000..00000447}.tar::xlarge_bestpool_filter/2019/53/{00000000..00000703}.tar::xlarge_bestpool_filter/2019/54/{00000000..00000703}.tar::xlarge_bestpool_filter/2019/55/{00000000..00000255}.tar::xlarge_bestpool_filter/2019/56/{00000000..00000255}.tar::xlarge_bestpool_filter/2019/57/{00000000..00000255}.tar::xlarge_bestpool_filter/2019/58/{00000000..00000234}.tar::xlarge_bestpool_filter/2019/59/{00000000..00000247}.tar::xlarge_bestpool_filter/2019/6/{00000000..00000410}.tar::xlarge_bestpool_filter/2019/7/{00000000..00000436}.tar::xlarge_bestpool_filter/2019/8/{00000000..00000383}.tar::xlarge_bestpool_filter/2019/9/{00000000..00000383}.tar::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::xlarge_bestpool_filter/2017/0/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/1/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/10/{00000000..00000319}.tar::xlarge_bestpool_filter/2017/11/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/12/{00000000..00000359}.tar::xlarge_bestpool_filter/2017/13/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/14/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/15/{00000000..00000369}.tar::xlarge_bestpool_filter/2017/16/{00000000..00000331}.tar::xlarge_bestpool_filter/2017/17/{00000000..00000319}.tar::xlarge_bestpool_filter/2017/18/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/19/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/2/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/20/{00000000..00000372}.tar::xlarge_bestpool_filter/2017/21/{00000000..00000319}.tar::xlarge_bestpool_filter/2017/22/{00000000..00000319}.tar::xlarge_bestpool_filter/2017/23/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/24/{00000000..00000255}.tar::xlarge_bestpool_filter/2017/25/{00000000..00000255}.tar::xlarge_bestpool_filter/2017/26/{00000000..00000063}.tar::xlarge_bestpool_filter/2017/27/{00000000..00000107}.tar::xlarge_bestpool_filter/2017/28/{00000000..00000447}.tar::xlarge_bestpool_filter/2017/29/{00000000..00000447}.tar::xlarge_bestpool_filter/2017/3/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/30/{00000000..00000399}.tar::xlarge_bestpool_filter/2017/31/{00000000..00000399}.tar::xlarge_bestpool_filter/2017/32/{00000000..00000399}.tar::xlarge_bestpool_filter/2017/33/{00000000..00000401}.tar::xlarge_bestpool_filter/2017/34/{00000000..00000441}.tar::xlarge_bestpool_filter/2017/35/{00000000..00000433}.tar::xlarge_bestpool_filter/2017/36/{00000000..00000447}.tar::xlarge_bestpool_filter/2017/37/{00000000..00000447}.tar::xlarge_bestpool_filter/2017/38/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/39/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/4/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/40/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/41/{00000000..00000319}.tar::xlarge_bestpool_filter/2017/42/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/43/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/44/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/45/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/46/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/47/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/48/{00000000..00000419}.tar::xlarge_bestpool_filter/2017/49/{00000000..00000409}.tar::xlarge_bestpool_filter/2017/5/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/50/{00000000..00000447}.tar::xlarge_bestpool_filter/2017/51/{00000000..00000447}.tar::xlarge_bestpool_filter/2017/52/{00000000..00000447}.tar::xlarge_bestpool_filter/2017/53/{00000000..00000664}.tar::xlarge_bestpool_filter/2017/54/{00000000..00000639}.tar::xlarge_bestpool_filter/2017/55/{00000000..00000238}.tar::xlarge_bestpool_filter/2017/56/{00000000..00000237}.tar::xlarge_bestpool_filter/2017/57/{00000000..00000205}.tar::xlarge_bestpool_filter/2017/58/{00000000..00000191}.tar::xlarge_bestpool_filter/2017/59/{00000000..00000191}.tar::xlarge_bestpool_filter/2017/6/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/7/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/8/{00000000..00000383}.tar::xlarge_bestpool_filter/2017/9/{00000000..00000340}.tar::xlarge_bestpool_filter/2016/0/{00000000..00000173}.tar::xlarge_bestpool_filter/2016/1/{00000000..00000179}.tar::xlarge_bestpool_filter/2016/10/{00000000..00000127}.tar::xlarge_bestpool_filter/2016/11/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/12/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/13/{00000000..00000159}.tar::xlarge_bestpool_filter/2016/14/{00000000..00000159}.tar::xlarge_bestpool_filter/2016/15/{00000000..00000159}.tar::xlarge_bestpool_filter/2016/16/{00000000..00000127}.tar::xlarge_bestpool_filter/2016/17/{00000000..00000127}.tar::xlarge_bestpool_filter/2016/18/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/19/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/2/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/20/{00000000..00000159}.tar::xlarge_bestpool_filter/2016/21/{00000000..00000127}.tar::xlarge_bestpool_filter/2016/22/{00000000..00000127}.tar::xlarge_bestpool_filter/2016/23/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/24/{00000000..00000119}.tar::xlarge_bestpool_filter/2016/25/{00000000..00000127}.tar::xlarge_bestpool_filter/2016/26/{00000000..00000063}.tar::xlarge_bestpool_filter/2016/27/{00000000..00000063}.tar::xlarge_bestpool_filter/2016/28/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/29/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/3/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/30/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/31/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/32/{00000000..00000159}.tar::xlarge_bestpool_filter/2016/33/{00000000..00000159}.tar::xlarge_bestpool_filter/2016/34/{00000000..00000159}.tar::xlarge_bestpool_filter/2016/35/{00000000..00000159}.tar::xlarge_bestpool_filter/2016/36/{00000000..00000162}.tar::xlarge_bestpool_filter/2016/37/{00000000..00000159}.tar::xlarge_bestpool_filter/2016/38/{00000000..00000159}.tar::xlarge_bestpool_filter/2016/39/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/4/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/40/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/41/{00000000..00000127}.tar::xlarge_bestpool_filter/2016/42/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/43/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/44/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/45/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/46/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/47/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/48/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/49/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/5/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/50/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/51/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/52/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/53/{00000000..00000285}.tar::xlarge_bestpool_filter/2016/54/{00000000..00000255}.tar::xlarge_bestpool_filter/2016/55/{00000000..00000127}.tar::xlarge_bestpool_filter/2016/56/{00000000..00000127}.tar::xlarge_bestpool_filter/2016/57/{00000000..00000127}.tar::xlarge_bestpool_filter/2016/58/{00000000..00000127}.tar::xlarge_bestpool_filter/2016/59/{00000000..00000127}.tar::xlarge_bestpool_filter/2016/6/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/7/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/8/{00000000..00000191}.tar::xlarge_bestpool_filter/2016/9/{00000000..00000131}.tar::xlarge_bestpool_filter/2015/0/{00000000..00000079}.tar::xlarge_bestpool_filter/2015/1/{00000000..00000079}.tar::xlarge_bestpool_filter/2015/10/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/11/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/12/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/13/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/14/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/15/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/16/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/17/{00000000..00000079}.tar::xlarge_bestpool_filter/2015/18/{00000000..00000079}.tar::xlarge_bestpool_filter/2015/19/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/2/{00000000..00000079}.tar::xlarge_bestpool_filter/2015/20/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/21/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/22/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/23/{00000000..00000071}.tar::xlarge_bestpool_filter/2015/24/{00000000..00000075}.tar::xlarge_bestpool_filter/2015/25/{00000000..00000058}.tar::xlarge_bestpool_filter/2015/26/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/27/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/28/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/29/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/3/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/30/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/31/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/32/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/33/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/34/{00000000..00000126}.tar::xlarge_bestpool_filter/2015/35/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/36/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/37/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/38/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/39/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/4/{00000000..00000079}.tar::xlarge_bestpool_filter/2015/40/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/41/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/42/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/43/{00000000..00000096}.tar::xlarge_bestpool_filter/2015/44/{00000000..00000104}.tar::xlarge_bestpool_filter/2015/45/{00000000..00000065}.tar::xlarge_bestpool_filter/2015/46/{00000000..00000064}.tar::xlarge_bestpool_filter/2015/47/{00000000..00000078}.tar::xlarge_bestpool_filter/2015/48/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/49/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/5/{00000000..00000079}.tar::xlarge_bestpool_filter/2015/50/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/51/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/52/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/53/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/54/{00000000..00000127}.tar::xlarge_bestpool_filter/2015/55/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/56/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/57/{00000000..00000039}.tar::xlarge_bestpool_filter/2015/58/{00000000..00000039}.tar::xlarge_bestpool_filter/2015/59/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/6/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/7/{00000000..00000073}.tar::xlarge_bestpool_filter/2015/8/{00000000..00000063}.tar::xlarge_bestpool_filter/2015/9/{00000000..00000063}.tar::xlarge_bestpool_filter/2014/0/{00000000..00000079}.tar::xlarge_bestpool_filter/2014/1/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/10/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/11/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/12/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/13/{00000000..00000110}.tar::xlarge_bestpool_filter/2014/14/{00000000..00000079}.tar::xlarge_bestpool_filter/2014/15/{00000000..00000079}.tar::xlarge_bestpool_filter/2014/16/{00000000..00000079}.tar::xlarge_bestpool_filter/2014/17/{00000000..00000079}.tar::xlarge_bestpool_filter/2014/18/{00000000..00000099}.tar::xlarge_bestpool_filter/2014/19/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/2/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/20/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/21/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/22/{00000000..00000119}.tar::xlarge_bestpool_filter/2014/23/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/24/{00000000..00000063}.tar::xlarge_bestpool_filter/2014/25/{00000000..00000063}.tar::xlarge_bestpool_filter/2014/26/{00000000..00000063}.tar::xlarge_bestpool_filter/2014/27/{00000000..00000063}.tar::xlarge_bestpool_filter/2014/28/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/29/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/3/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/30/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/31/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/32/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/33/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/34/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/35/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/36/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/37/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/38/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/39/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/4/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/40/{00000000..00000079}.tar::xlarge_bestpool_filter/2014/41/{00000000..00000079}.tar::xlarge_bestpool_filter/2014/42/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/43/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/44/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/45/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/46/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/47/{00000000..00000115}.tar::xlarge_bestpool_filter/2014/48/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/49/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/5/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/50/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/51/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/52/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/53/{00000000..00000191}.tar::xlarge_bestpool_filter/2014/54/{00000000..00000191}.tar::xlarge_bestpool_filter/2014/55/{00000000..00000063}.tar::xlarge_bestpool_filter/2014/56/{00000000..00000063}.tar::xlarge_bestpool_filter/2014/57/{00000000..00000063}.tar::xlarge_bestpool_filter/2014/58/{00000000..00000063}.tar::xlarge_bestpool_filter/2014/59/{00000000..00000063}.tar::xlarge_bestpool_filter/2014/6/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/7/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/8/{00000000..00000127}.tar::xlarge_bestpool_filter/2014/9/{00000000..00000127}.tar::xlarge_bestpool_filter/2022/0/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/1/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/10/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/11/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/12/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/13/{00000000..00000257}.tar::xlarge_bestpool_filter/2022/14/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/15/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/16/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/17/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/18/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/19/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/2/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/20/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/21/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/22/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/23/{00000000..00000289}.tar::xlarge_bestpool_filter/2022/24/{00000000..00000191}.tar::xlarge_bestpool_filter/2022/25/{00000000..00000191}.tar::xlarge_bestpool_filter/2022/26/{00000000..00000063}.tar::xlarge_bestpool_filter/2022/27/{00000000..00000063}.tar::xlarge_bestpool_filter/2022/28/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/29/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/3/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/30/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/31/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/32/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/33/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/34/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/35/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/36/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/37/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/38/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/39/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/4/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/40/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/41/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/42/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/43/{00000000..00000303}.tar::xlarge_bestpool_filter/2022/44/{00000000..00000306}.tar::xlarge_bestpool_filter/2022/45/{00000000..00000258}.tar::xlarge_bestpool_filter/2022/46/{00000000..00000259}.tar::xlarge_bestpool_filter/2022/47/{00000000..00000276}.tar::xlarge_bestpool_filter/2022/48/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/49/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/5/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/50/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/51/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/52/{00000000..00000319}.tar::xlarge_bestpool_filter/2022/53/{00000000..00000447}.tar::xlarge_bestpool_filter/2022/54/{00000000..00000447}.tar::xlarge_bestpool_filter/2022/55/{00000000..00000189}.tar::xlarge_bestpool_filter/2022/56/{00000000..00000188}.tar::xlarge_bestpool_filter/2022/57/{00000000..00000184}.tar::xlarge_bestpool_filter/2022/58/{00000000..00000163}.tar::xlarge_bestpool_filter/2022/59/{00000000..00000176}.tar::xlarge_bestpool_filter/2022/6/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/7/{00000000..00000310}.tar::xlarge_bestpool_filter/2022/8/{00000000..00000255}.tar::xlarge_bestpool_filter/2022/9/{00000000..00000255}.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: 10000
wd: 0.2
workers: 4
world_size: 64
zeroshot_frequency: 1