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accum_freq: 1
aug_cfg: {}
batch_size: 1408
beta1: 0.9
beta2: 0.98
checkpoint_path: /tmp/cumulative_sequential_2017/datacomp_xlarge-bestpool_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/cumulative_sequential_2017/datacomp_xlarge-bestpool_cumulative_seq_2017/out.log
logs: /tmp/cumulative_sequential_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-bestpool_cumulative_seq_2017
new_run: True
no_set_device_rank: False
precision: amp
pretrained:
pretrained_image: False
rank: 0
remote_sync: xlarge_CL_bestpool_filter/cumulative_sequential_2017/
remote_sync_frequency: 300
remote_sync_protocol: s3
report_to: wandb
resume: xlarge_CL_bestpool_filter/cumulative_sequential_2016/datacomp_xlarge-bestpool-2023-09-12_08-24-13_cumulative_seq_2016/checkpoints/epoch_12.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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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: 2
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