Zero-Shot Image Classification
TiC-CLIP
vision
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accum_freq: 1
aug_cfg: {}
batch_size: 1408
beta1: 0.9
beta2: 0.98
checkpoint_path: /tmp/restart_2017/datacomp_xlarge-bestpool_restart_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-bestpool_restart_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-bestpool_restart_2017
new_run: True
no_set_device_rank: False
precision: amp
pretrained:
pretrained_image: False
rank: 0
remote_sync: xlarge_CL_bestpool_filter/restart_2017/
remote_sync_frequency: 300
remote_sync_protocol: s3
report_to:
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
train_data: 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
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: False
wandb_notes:
wandb_project_name: open-clip
warmup: 2000
wd: 0.2
workers: 4
world_size: 64
zeroshot_frequency: 1