2025-01-21,22:51:24 | INFO | Running in distributed mode with multiple processes. Device: cuda:0.Process (global: 0, local 0), total 2.
2025-01-21,22:51:24 | INFO | Initializing logit scale based on loss type.
2025-01-21,22:51:24 | INFO | Loaded ViT-B-32 model config.
2025-01-21,22:51:25 | INFO | Model:
2025-01-21,22:51:25 | INFO | CLIP(
  (visual): VisionTransformer(
    (conv1): Conv2d(3, 768, kernel_size=(32, 32), stride=(32, 32), bias=False)
    (patch_dropout): Identity()
    (ln_pre): LayerNorm((768,), eps=1e-05, elementwise_affine=True)
    (transformer): Transformer(
      (resblocks): ModuleList(
        (0-11): 12 x ResidualAttentionBlock(
          (ln_1): LayerNorm((768,), eps=1e-05, elementwise_affine=True)
          (attn): MultiheadAttention(
            (out_proj): NonDynamicallyQuantizableLinear(in_features=768, out_features=768, bias=True)
          )
          (ls_1): Identity()
          (ln_2): LayerNorm((768,), eps=1e-05, elementwise_affine=True)
          (mlp): Sequential(
            (c_fc): Linear(in_features=768, out_features=3072, bias=True)
            (gelu): GELU(approximate='none')
            (c_proj): Linear(in_features=3072, out_features=768, bias=True)
          )
          (ls_2): Identity()
        )
      )
    )
    (ln_post): LayerNorm((768,), eps=1e-05, elementwise_affine=True)
  )
  (transformer): Transformer(
    (resblocks): ModuleList(
      (0-11): 12 x ResidualAttentionBlock(
        (ln_1): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
        (attn): MultiheadAttention(
          (out_proj): NonDynamicallyQuantizableLinear(in_features=512, out_features=512, bias=True)
        )
        (ls_1): Identity()
        (ln_2): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
        (mlp): Sequential(
          (c_fc): Linear(in_features=512, out_features=2048, bias=True)
          (gelu): GELU(approximate='none')
          (c_proj): Linear(in_features=2048, out_features=512, bias=True)
        )
        (ls_2): Identity()
      )
    )
  )
  (token_embedding): Embedding(49408, 512)
  (ln_final): LayerNorm((512,), eps=1e-05, elementwise_affine=True)
)
2025-01-21,22:51:25 | INFO | Params:
2025-01-21,22:51:25 | INFO |   accum_freq: 1
2025-01-21,22:51:25 | INFO |   added_positive_type: None
2025-01-21,22:51:25 | INFO |   aug_cfg: {}
2025-01-21,22:51:25 | INFO |   batch_size: 1024
2025-01-21,22:51:25 | INFO |   beta1: 0.9
2025-01-21,22:51:25 | INFO |   beta2: 0.98
2025-01-21,22:51:25 | INFO |   cache_dir: None
2025-01-21,22:51:25 | INFO |   calculate_full: False
2025-01-21,22:51:25 | INFO |   checkpoint_path: ./logs/clip12m-biasNoneNone-negFalse-scaleFalse-pos1.0-eps1e-06-stocFalselr0.0004-ViT-B-32-1024_0121225123/checkpoints
2025-01-21,22:51:25 | INFO |   coca_caption_loss_weight: 2.0
2025-01-21,22:51:25 | INFO |   coca_contrastive_loss_weight: 1.0
2025-01-21,22:51:25 | INFO |   contrast_neg_only: False
2025-01-21,22:51:25 | INFO |   copy_codebase: False
2025-01-21,22:51:25 | INFO |   csv_caption_key: title
2025-01-21,22:51:25 | INFO |   csv_img_key: filepath
2025-01-21,22:51:25 | INFO |   csv_separator: 	
2025-01-21,22:51:25 | INFO |   dataset_resampled: False
2025-01-21,22:51:25 | INFO |   dataset_type: webdataset
2025-01-21,22:51:25 | INFO |   ddp_static_graph: False
2025-01-21,22:51:25 | INFO |   debug: False
2025-01-21,22:51:25 | INFO |   delete_previous_checkpoint: False
2025-01-21,22:51:25 | INFO |   denormalize_features: False
2025-01-21,22:51:25 | INFO |   device: cuda:0
2025-01-21,22:51:25 | INFO |   dist_backend: None
2025-01-21,22:51:25 | INFO |   dist_url: None
2025-01-21,22:51:25 | INFO |   distill: False
2025-01-21,22:51:25 | INFO |   distill_model: None
2025-01-21,22:51:25 | INFO |   distill_pretrained: None
2025-01-21,22:51:25 | INFO |   distributed: True
2025-01-21,22:51:25 | INFO |   epochs: 33
2025-01-21,22:51:25 | INFO |   epochs_cooldown: None
2025-01-21,22:51:25 | INFO |   eps: 1e-06
2025-01-21,22:51:25 | INFO |   force_custom_text: False
2025-01-21,22:51:25 | INFO |   force_image_size: None
2025-01-21,22:51:25 | INFO |   force_patch_dropout: None
2025-01-21,22:51:25 | INFO |   force_quick_gelu: False
2025-01-21,22:51:25 | INFO |   freeze_lambda_after_num_epochs: 100
2025-01-21,22:51:25 | INFO |   gather_with_grad: True
2025-01-21,22:51:25 | INFO |   grad_checkpointing: False
2025-01-21,22:51:25 | INFO |   grad_clip_norm: 1.0
2025-01-21,22:51:25 | INFO |   horovod: False
2025-01-21,22:51:25 | INFO |   image_interpolation: None
2025-01-21,22:51:25 | INFO |   image_mean: None
2025-01-21,22:51:25 | INFO |   image_resize_mode: None
2025-01-21,22:51:25 | INFO |   image_std: None
2025-01-21,22:51:25 | INFO |   imagenet_v2: None
2025-01-21,22:51:25 | INFO |   imagenet_val: /localscratch/imagenet/val/
2025-01-21,22:51:25 | INFO |   init_lambda: 1.0
2025-01-21,22:51:25 | INFO |   init_logit_bias: None
2025-01-21,22:51:25 | INFO |   init_logit_scale: None
2025-01-21,22:51:25 | INFO |   lambda_ema_init: 0.9
2025-01-21,22:51:25 | INFO |   lambda_ema_max: 0.999
2025-01-21,22:51:25 | INFO |   lambda_ema_schedule: cosine
2025-01-21,22:51:25 | INFO |   lambda_eps: 1e-06
2025-01-21,22:51:25 | INFO |   lambda_lr: 0.001
2025-01-21,22:51:25 | INFO |   lambda_tolerance: 0.0001
2025-01-21,22:51:25 | INFO |   lambda_update_frequency: 1
2025-01-21,22:51:25 | INFO |   learn_logit_bias: False
2025-01-21,22:51:25 | INFO |   learn_logit_scale: True
2025-01-21,22:51:25 | INFO |   local_loss: True
2025-01-21,22:51:25 | INFO |   local_rank: 0
2025-01-21,22:51:25 | INFO |   lock_image: False
2025-01-21,22:51:25 | INFO |   lock_image_freeze_bn_stats: False
2025-01-21,22:51:25 | INFO |   lock_image_unlocked_groups: 0
2025-01-21,22:51:25 | INFO |   lock_text: False
2025-01-21,22:51:25 | INFO |   lock_text_freeze_layer_norm: False
2025-01-21,22:51:25 | INFO |   lock_text_unlocked_layers: 0
2025-01-21,22:51:25 | INFO |   log_every_n_steps: 100
2025-01-21,22:51:25 | INFO |   log_level: 20
2025-01-21,22:51:25 | INFO |   log_local: False
2025-01-21,22:51:25 | INFO |   log_path: ./logs/clip12m-biasNoneNone-negFalse-scaleFalse-pos1.0-eps1e-06-stocFalselr0.0004-ViT-B-32-1024_0121225123/out.log
2025-01-21,22:51:25 | INFO |   logit_scale_clamp: 100
2025-01-21,22:51:25 | INFO |   logs: ./logs/
2025-01-21,22:51:25 | INFO |   loss_type: CLIP
2025-01-21,22:51:25 | INFO |   lr: 0.0004
2025-01-21,22:51:25 | INFO |   lr_cooldown_end: 0.0
2025-01-21,22:51:25 | INFO |   lr_cooldown_power: 1.0
2025-01-21,22:51:25 | INFO |   lr_scheduler: cosine
2025-01-21,22:51:25 | INFO |   model: ViT-B-32
2025-01-21,22:51:25 | INFO |   model_update_type: ONE_STEP
2025-01-21,22:51:25 | INFO |   n_class_tokens: -1
2025-01-21,22:51:25 | INFO |   name: clip12m-biasNoneNone-negFalse-scaleFalse-pos1.0-eps1e-06-stocFalselr0.0004-ViT-B-32-1024_0121225123
2025-01-21,22:51:25 | INFO |   no_set_device_rank: False
2025-01-21,22:51:25 | INFO |   norm_cap: 1.0
2025-01-21,22:51:25 | INFO |   normalize_type: L2
2025-01-21,22:51:25 | INFO |   note: clip12m
2025-01-21,22:51:25 | INFO |   pos_coef: 1.0
2025-01-21,22:51:25 | INFO |   precision: amp
2025-01-21,22:51:25 | INFO |   pretrained: 
2025-01-21,22:51:25 | INFO |   pretrained_image: False
2025-01-21,22:51:25 | INFO |   rank: 0
2025-01-21,22:51:25 | INFO |   remote_sync: None
2025-01-21,22:51:25 | INFO |   remote_sync_frequency: 300
2025-01-21,22:51:25 | INFO |   remote_sync_protocol: s3
2025-01-21,22:51:25 | INFO |   report_to: wandb
2025-01-21,22:51:25 | INFO |   resume: None
2025-01-21,22:51:25 | INFO |   save_frequency: 1
2025-01-21,22:51:25 | INFO |   save_most_recent: False
2025-01-21,22:51:25 | INFO |   scale_loss: False
2025-01-21,22:51:25 | INFO |   seed: 42
2025-01-21,22:51:25 | INFO |   siglip: False
2025-01-21,22:51:25 | INFO |   skip_scheduler: False
2025-01-21,22:51:25 | INFO |   stoc_fit_lambda: False
2025-01-21,22:51:25 | INFO |   tensorboard: False
2025-01-21,22:51:25 | INFO |   tensorboard_path: 
2025-01-21,22:51:25 | INFO |   torchcompile: False
2025-01-21,22:51:25 | INFO |   torchscript: False
2025-01-21,22:51:25 | INFO |   trace: False
2025-01-21,22:51:25 | INFO |   train_data: /localscratch/mm_datasets/cc12m/cc12m/{00000..01240}.tar
2025-01-21,22:51:25 | INFO |   train_data_upsampling_factors: None
2025-01-21,22:51:25 | INFO |   train_num_samples: 9187328
2025-01-21,22:51:25 | INFO |   use_bn_sync: False
2025-01-21,22:51:25 | INFO |   use_bnb_linear: None
2025-01-21,22:51:25 | INFO |   val_data: /localscratch/mm_datasets/cc12m/cc12m/{01241..01242}.tar
2025-01-21,22:51:25 | INFO |   val_frequency: 1
2025-01-21,22:51:25 | INFO |   val_num_samples: 205824
2025-01-21,22:51:25 | INFO |   wandb: True
2025-01-21,22:51:25 | INFO |   wandb_notes: 
2025-01-21,22:51:25 | INFO |   wandb_project_name: open-clip
2025-01-21,22:51:25 | INFO |   warmup: 10000
2025-01-21,22:51:25 | INFO |   wd: 0.1
2025-01-21,22:51:25 | INFO |   workers: 2
2025-01-21,22:51:25 | INFO |   world_size: 2
2025-01-21,22:51:25 | INFO |   zeroshot_frequency: 1
2025-01-21,22:51:26 | INFO | Start epoch 0
2025-01-21,22:51:32 | INFO | Train Epoch: 0 [   2048/9187328 (0%)] Step: 0.0K | Data (t): 4.155 Batch (t): 6.662, 307.423/s, 153.712/s/gpu Logit Scale: 14.286 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 7.6684 (7.6684) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,22:53:57 | INFO | Train Epoch: 0 [ 206848/9187328 (2%)] Step: 0.1K | Data (t): 0.514 Batch (t): 1.446, 2106.62/s, 1053.31/s/gpu Logit Scale: 14.285 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 7.5096 (7.5890) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,22:56:18 | INFO | Train Epoch: 0 [ 411648/9187328 (4%)] Step: 0.2K | Data (t): 0.474 Batch (t): 1.405, 2120.24/s, 1060.12/s/gpu Logit Scale: 14.286 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 7.3629 (7.5136) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,22:58:39 | INFO | Train Epoch: 0 [ 616448/9187328 (7%)] Step: 0.3K | Data (t): 0.483 Batch (t): 1.411, 2111.57/s, 1055.79/s/gpu Logit Scale: 14.288 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 7.2080 (7.4372) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:00:59 | INFO | Train Epoch: 0 [ 821248/9187328 (9%)] Step: 0.4K | Data (t): 0.479 Batch (t): 1.407, 2121.55/s, 1060.77/s/gpu Logit Scale: 14.292 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 7.0775 (7.3653) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:03:20 | INFO | Train Epoch: 0 [1026048/9187328 (11%)] Step: 0.5K | Data (t): 0.475 Batch (t): 1.404, 2120.26/s, 1060.13/s/gpu Logit Scale: 14.298 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 6.9492 (7.2959) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:05:40 | INFO | Train Epoch: 0 [1230848/9187328 (13%)] Step: 0.6K | Data (t): 0.475 Batch (t): 1.404, 2104.56/s, 1052.28/s/gpu Logit Scale: 14.307 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 6.7504 (7.2180) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:08:01 | INFO | Train Epoch: 0 [1435648/9187328 (16%)] Step: 0.7K | Data (t): 0.477 Batch (t): 1.407, 2102.48/s, 1051.24/s/gpu Logit Scale: 14.320 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 6.6893 (7.1519) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:10:21 | INFO | Train Epoch: 0 [1640448/9187328 (18%)] Step: 0.8K | Data (t): 0.470 Batch (t): 1.400, 2113.45/s, 1056.72/s/gpu Logit Scale: 14.341 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 6.4843 (7.0777) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:12:41 | INFO | Train Epoch: 0 [1845248/9187328 (20%)] Step: 0.9K | Data (t): 0.474 Batch (t): 1.403, 2111.33/s, 1055.66/s/gpu Logit Scale: 14.366 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 6.3856 (7.0085) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:15:01 | INFO | Train Epoch: 0 [2050048/9187328 (22%)] Step: 1.0K | Data (t): 0.467 Batch (t): 1.397, 2089.48/s, 1044.74/s/gpu Logit Scale: 14.398 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 6.2230 (6.9371) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:17:21 | INFO | Train Epoch: 0 [2254848/9187328 (25%)] Step: 1.1K | Data (t): 0.468 Batch (t): 1.398, 2109.80/s, 1054.90/s/gpu Logit Scale: 14.439 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 6.2265 (6.8779) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:19:40 | INFO | Train Epoch: 0 [2459648/9187328 (27%)] Step: 1.2K | Data (t): 0.459 Batch (t): 1.394, 2104.26/s, 1052.13/s/gpu Logit Scale: 14.490 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 6.0145 (6.8115) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:22:00 | INFO | Train Epoch: 0 [2664448/9187328 (29%)] Step: 1.3K | Data (t): 0.468 Batch (t): 1.398, 2109.32/s, 1054.66/s/gpu Logit Scale: 14.545 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.9384 (6.7491) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:24:20 | INFO | Train Epoch: 0 [2869248/9187328 (31%)] Step: 1.4K | Data (t): 0.467 Batch (t): 1.398, 2106.00/s, 1053.00/s/gpu Logit Scale: 14.604 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.7971 (6.6857) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:26:39 | INFO | Train Epoch: 0 [3074048/9187328 (33%)] Step: 1.5K | Data (t): 0.467 Batch (t): 1.397, 2114.81/s, 1057.41/s/gpu Logit Scale: 14.671 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.7393 (6.6265) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:28:59 | INFO | Train Epoch: 0 [3278848/9187328 (36%)] Step: 1.6K | Data (t): 0.468 Batch (t): 1.398, 2104.65/s, 1052.33/s/gpu Logit Scale: 14.741 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.6761 (6.5706) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:31:18 | INFO | Train Epoch: 0 [3483648/9187328 (38%)] Step: 1.7K | Data (t): 0.461 Batch (t): 1.391, 2110.37/s, 1055.19/s/gpu Logit Scale: 14.822 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.6286 (6.5183) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:33:38 | INFO | Train Epoch: 0 [3688448/9187328 (40%)] Step: 1.8K | Data (t): 0.469 Batch (t): 1.399, 2119.76/s, 1059.88/s/gpu Logit Scale: 14.908 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.5407 (6.4668) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:35:58 | INFO | Train Epoch: 0 [3893248/9187328 (42%)] Step: 1.9K | Data (t): 0.469 Batch (t): 1.398, 2109.47/s, 1054.73/s/gpu Logit Scale: 15.001 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.5567 (6.4213) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:38:18 | INFO | Train Epoch: 0 [4098048/9187328 (45%)] Step: 2.0K | Data (t): 0.472 Batch (t): 1.402, 2101.99/s, 1050.99/s/gpu Logit Scale: 15.100 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.5133 (6.3781) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:40:38 | INFO | Train Epoch: 0 [4302848/9187328 (47%)] Step: 2.1K | Data (t): 0.468 Batch (t): 1.397, 2105.61/s, 1052.81/s/gpu Logit Scale: 15.208 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.4853 (6.3375) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:42:58 | INFO | Train Epoch: 0 [4507648/9187328 (49%)] Step: 2.2K | Data (t): 0.473 Batch (t): 1.403, 2094.19/s, 1047.09/s/gpu Logit Scale: 15.320 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.3322 (6.2938) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:45:18 | INFO | Train Epoch: 0 [4712448/9187328 (51%)] Step: 2.3K | Data (t): 0.472 Batch (t): 1.402, 2121.24/s, 1060.62/s/gpu Logit Scale: 15.447 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.3224 (6.2533) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:47:38 | INFO | Train Epoch: 0 [4917248/9187328 (54%)] Step: 2.4K | Data (t): 0.465 Batch (t): 1.395, 2117.13/s, 1058.57/s/gpu Logit Scale: 15.578 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.2228 (6.2121) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:49:57 | INFO | Train Epoch: 0 [5122048/9187328 (56%)] Step: 2.5K | Data (t): 0.462 Batch (t): 1.392, 2099.43/s, 1049.72/s/gpu Logit Scale: 15.716 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.2080 (6.1735) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:52:16 | INFO | Train Epoch: 0 [5326848/9187328 (58%)] Step: 2.6K | Data (t): 0.456 Batch (t): 1.386, 2113.89/s, 1056.95/s/gpu Logit Scale: 15.865 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.1464 (6.1354) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:54:34 | INFO | Train Epoch: 0 [5531648/9187328 (60%)] Step: 2.7K | Data (t): 0.460 Batch (t): 1.388, 2103.33/s, 1051.67/s/gpu Logit Scale: 16.013 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.0976 (6.0984) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:56:54 | INFO | Train Epoch: 0 [5736448/9187328 (62%)] Step: 2.8K | Data (t): 0.461 Batch (t): 1.392, 2099.87/s, 1049.93/s/gpu Logit Scale: 16.173 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.0049 (6.0607) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-21,23:59:13 | INFO | Train Epoch: 0 [5941248/9187328 (65%)] Step: 2.9K | Data (t): 0.466 Batch (t): 1.396, 2102.18/s, 1051.09/s/gpu Logit Scale: 16.341 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 5.0447 (6.0268) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:01:33 | INFO | Train Epoch: 0 [6146048/9187328 (67%)] Step: 3.0K | Data (t): 0.465 Batch (t): 1.395, 2103.63/s, 1051.81/s/gpu Logit Scale: 16.520 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.9020 (5.9905) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:03:53 | INFO | Train Epoch: 0 [6350848/9187328 (69%)] Step: 3.1K | Data (t): 0.471 Batch (t): 1.402, 2112.40/s, 1056.20/s/gpu Logit Scale: 16.712 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.7595 (5.9520) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:06:12 | INFO | Train Epoch: 0 [6555648/9187328 (71%)] Step: 3.2K | Data (t): 0.462 Batch (t): 1.393, 2101.66/s, 1050.83/s/gpu Logit Scale: 16.911 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.8691 (5.9192) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:08:32 | INFO | Train Epoch: 0 [6760448/9187328 (74%)] Step: 3.3K | Data (t): 0.464 Batch (t): 1.395, 2109.09/s, 1054.54/s/gpu Logit Scale: 17.114 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.8380 (5.8874) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:10:51 | INFO | Train Epoch: 0 [6965248/9187328 (76%)] Step: 3.4K | Data (t): 0.464 Batch (t): 1.395, 2104.19/s, 1052.09/s/gpu Logit Scale: 17.325 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.6300 (5.8515) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:13:11 | INFO | Train Epoch: 0 [7170048/9187328 (78%)] Step: 3.5K | Data (t): 0.468 Batch (t): 1.398, 2097.50/s, 1048.75/s/gpu Logit Scale: 17.546 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.5248 (5.8146) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:15:32 | INFO | Train Epoch: 0 [7374848/9187328 (80%)] Step: 3.6K | Data (t): 0.476 Batch (t): 1.407, 2106.85/s, 1053.42/s/gpu Logit Scale: 17.779 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.6174 (5.7823) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:17:53 | INFO | Train Epoch: 0 [7579648/9187328 (83%)] Step: 3.7K | Data (t): 0.479 Batch (t): 1.409, 2113.53/s, 1056.76/s/gpu Logit Scale: 18.024 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.4329 (5.7468) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:20:14 | INFO | Train Epoch: 0 [7784448/9187328 (85%)] Step: 3.8K | Data (t): 0.482 Batch (t): 1.413, 2118.88/s, 1059.44/s/gpu Logit Scale: 18.262 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.5423 (5.7159) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:22:34 | INFO | Train Epoch: 0 [7989248/9187328 (87%)] Step: 3.9K | Data (t): 0.469 Batch (t): 1.401, 2116.03/s, 1058.02/s/gpu Logit Scale: 18.529 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.2884 (5.6802) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:24:55 | INFO | Train Epoch: 0 [8194048/9187328 (89%)] Step: 4.0K | Data (t): 0.449 Batch (t): 1.408, 2108.64/s, 1054.32/s/gpu Logit Scale: 18.785 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.2819 (5.6461) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:27:14 | INFO | Train Epoch: 0 [8398848/9187328 (91%)] Step: 4.1K | Data (t): 0.463 Batch (t): 1.392, 2110.36/s, 1055.18/s/gpu Logit Scale: 19.064 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.2552 (5.6130) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:29:34 | INFO | Train Epoch: 0 [8603648/9187328 (94%)] Step: 4.2K | Data (t): 0.470 Batch (t): 1.400, 2113.24/s, 1056.62/s/gpu Logit Scale: 19.350 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.2874 (5.5822) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:31:53 | INFO | Train Epoch: 0 [8808448/9187328 (96%)] Step: 4.3K | Data (t): 0.457 Batch (t): 1.387, 2118.74/s, 1059.37/s/gpu Logit Scale: 19.641 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.2794 (5.5525) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:34:12 | INFO | Train Epoch: 0 [9013248/9187328 (98%)] Step: 4.4K | Data (t): 0.467 Batch (t): 1.397, 2107.98/s, 1053.99/s/gpu Logit Scale: 19.945 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.2038 (5.5226) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:36:12 | INFO | Train Epoch: 0 [9187328/9187328 (100%)] Step: 4.5K | Data (t): 0.482 Batch (t): 1.411, 1145.31/s, 572.657/s/gpu Logit Scale: 20.212 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.1994 (5.4938) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:36:12 | INFO | Starting zero-shot imagenet.
2025-01-22,00:36:12 | INFO | Building zero-shot classifier
2025-01-22,00:36:24 | INFO | Using classifier
2025-01-22,00:38:28 | INFO | Finished zero-shot imagenet.
2025-01-22,00:38:32 | INFO | Eval Epoch: 1 [1024 / 205824]	Clip Loss: 3.644725	
2025-01-22,00:39:00 | INFO | Eval Epoch: 1 imagenet-zeroshot-val-top1: 0.0464	imagenet-zeroshot-val-top5: 0.1404	image_to_text_mean_rank: 245.5242	image_to_text_median_rank: 36.0000	image_to_text_R@1: 0.1007	image_to_text_R@5: 0.2370	image_to_text_R@10: 0.3137	text_to_image_mean_rank: 259.1421	text_to_image_median_rank: 38.0000	text_to_image_R@1: 0.0935	text_to_image_R@5: 0.2294	text_to_image_R@10: 0.3157	clip_val_loss: 3.4429	epoch: 1.0000	num_samples: 8678.0000
2025-01-22,00:39:02 | INFO | Start epoch 1
2025-01-22,00:39:06 | INFO | Train Epoch: 1 [   2048/9187328 (0%)] Step: 4.5K | Data (t): 3.496 Batch (t): 4.388, 466.689/s, 233.344/s/gpu Logit Scale: 20.215 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.6543 (3.6543) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:41:26 | INFO | Train Epoch: 1 [ 206848/9187328 (2%)] Step: 4.6K | Data (t): 0.494 Batch (t): 1.398, 1498.42/s, 749.211/s/gpu Logit Scale: 20.542 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.1217 (3.8880) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:43:46 | INFO | Train Epoch: 1 [ 411648/9187328 (4%)] Step: 4.7K | Data (t): 0.499 Batch (t): 1.393, 1367.40/s, 683.701/s/gpu Logit Scale: 20.856 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.1087 (3.9616) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:46:05 | INFO | Train Epoch: 1 [ 616448/9187328 (7%)] Step: 4.8K | Data (t): 0.495 Batch (t): 1.391, 1238.29/s, 619.146/s/gpu Logit Scale: 21.191 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 4.0857 (3.9926) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:48:23 | INFO | Train Epoch: 1 [ 821248/9187328 (9%)] Step: 4.9K | Data (t): 0.486 Batch (t): 1.387, 2117.93/s, 1058.97/s/gpu Logit Scale: 21.525 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.8382 (3.9617) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:50:44 | INFO | Train Epoch: 1 [1026048/9187328 (11%)] Step: 5.0K | Data (t): 0.494 Batch (t): 1.402, 1455.31/s, 727.656/s/gpu Logit Scale: 21.863 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.9200 (3.9548) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:53:04 | INFO | Train Epoch: 1 [1230848/9187328 (13%)] Step: 5.1K | Data (t): 0.491 Batch (t): 1.404, 2111.39/s, 1055.69/s/gpu Logit Scale: 22.208 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.7960 (3.9321) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:55:26 | INFO | Train Epoch: 1 [1435648/9187328 (16%)] Step: 5.2K | Data (t): 0.494 Batch (t): 1.422, 2108.74/s, 1054.37/s/gpu Logit Scale: 22.558 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.9320 (3.9321) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,00:57:48 | INFO | Train Epoch: 1 [1640448/9187328 (18%)] Step: 5.3K | Data (t): 0.491 Batch (t): 1.418, 2119.21/s, 1059.61/s/gpu Logit Scale: 22.929 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.9023 (3.9288) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:00:08 | INFO | Train Epoch: 1 [1845248/9187328 (20%)] Step: 5.4K | Data (t): 0.476 Batch (t): 1.404, 2103.26/s, 1051.63/s/gpu Logit Scale: 23.294 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.7706 (3.9129) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:02:29 | INFO | Train Epoch: 1 [2050048/9187328 (22%)] Step: 5.5K | Data (t): 0.473 Batch (t): 1.403, 2116.33/s, 1058.16/s/gpu Logit Scale: 23.651 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.7468 (3.8978) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:04:49 | INFO | Train Epoch: 1 [2254848/9187328 (25%)] Step: 5.6K | Data (t): 0.475 Batch (t): 1.403, 2119.04/s, 1059.52/s/gpu Logit Scale: 24.024 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.7948 (3.8892) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:07:09 | INFO | Train Epoch: 1 [2459648/9187328 (27%)] Step: 5.7K | Data (t): 0.467 Batch (t): 1.396, 2118.05/s, 1059.03/s/gpu Logit Scale: 24.390 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.5429 (3.8626) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:09:28 | INFO | Train Epoch: 1 [2664448/9187328 (29%)] Step: 5.8K | Data (t): 0.468 Batch (t): 1.396, 2098.19/s, 1049.09/s/gpu Logit Scale: 24.752 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.8551 (3.8621) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:11:47 | INFO | Train Epoch: 1 [2869248/9187328 (31%)] Step: 5.9K | Data (t): 0.462 Batch (t): 1.391, 2118.31/s, 1059.16/s/gpu Logit Scale: 25.114 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.6495 (3.8479) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:14:07 | INFO | Train Epoch: 1 [3074048/9187328 (33%)] Step: 6.0K | Data (t): 0.468 Batch (t): 1.395, 2116.02/s, 1058.01/s/gpu Logit Scale: 25.464 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.6488 (3.8355) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:16:26 | INFO | Train Epoch: 1 [3278848/9187328 (36%)] Step: 6.1K | Data (t): 0.468 Batch (t): 1.395, 2119.42/s, 1059.71/s/gpu Logit Scale: 25.806 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.5939 (3.8212) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:18:47 | INFO | Train Epoch: 1 [3483648/9187328 (38%)] Step: 6.2K | Data (t): 0.381 Batch (t): 1.403, 2212.28/s, 1106.14/s/gpu Logit Scale: 26.128 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.5950 (3.8087) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:21:05 | INFO | Train Epoch: 1 [3688448/9187328 (40%)] Step: 6.3K | Data (t): 0.111 Batch (t): 1.386, 2215.94/s, 1107.97/s/gpu Logit Scale: 26.407 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.5861 (3.7970) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:23:24 | INFO | Train Epoch: 1 [3893248/9187328 (42%)] Step: 6.4K | Data (t): 0.341 Batch (t): 1.386, 2216.87/s, 1108.43/s/gpu Logit Scale: 26.735 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.5863 (3.7864) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:25:43 | INFO | Train Epoch: 1 [4098048/9187328 (45%)] Step: 6.5K | Data (t): 0.493 Batch (t): 1.395, 2223.86/s, 1111.93/s/gpu Logit Scale: 27.037 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.4976 (3.7727) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:28:03 | INFO | Train Epoch: 1 [4302848/9187328 (47%)] Step: 6.6K | Data (t): 0.477 Batch (t): 1.396, 2094.96/s, 1047.48/s/gpu Logit Scale: 27.336 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.3862 (3.7551) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:30:23 | INFO | Train Epoch: 1 [4507648/9187328 (49%)] Step: 6.7K | Data (t): 0.470 Batch (t): 1.398, 2108.94/s, 1054.47/s/gpu Logit Scale: 27.622 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.4021 (3.7398) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:32:43 | INFO | Train Epoch: 1 [4712448/9187328 (51%)] Step: 6.8K | Data (t): 0.480 Batch (t): 1.407, 2234.41/s, 1117.21/s/gpu Logit Scale: 27.976 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.3475 (3.7234) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:35:03 | INFO | Train Epoch: 1 [4917248/9187328 (54%)] Step: 6.9K | Data (t): 0.482 Batch (t): 1.399, 2113.29/s, 1056.64/s/gpu Logit Scale: 28.273 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.5343 (3.7159) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:37:23 | INFO | Train Epoch: 1 [5122048/9187328 (56%)] Step: 7.0K | Data (t): 0.472 Batch (t): 1.397, 2102.39/s, 1051.19/s/gpu Logit Scale: 28.534 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.5203 (3.7083) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:39:42 | INFO | Train Epoch: 1 [5326848/9187328 (58%)] Step: 7.1K | Data (t): 0.461 Batch (t): 1.391, 2102.23/s, 1051.11/s/gpu Logit Scale: 28.797 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.3500 (3.6951) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:42:01 | INFO | Train Epoch: 1 [5531648/9187328 (60%)] Step: 7.2K | Data (t): 0.465 Batch (t): 1.392, 2123.25/s, 1061.62/s/gpu Logit Scale: 29.059 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.3239 (3.6818) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:44:20 | INFO | Train Epoch: 1 [5736448/9187328 (62%)] Step: 7.3K | Data (t): 0.466 Batch (t): 1.391, 2115.23/s, 1057.62/s/gpu Logit Scale: 29.300 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.2947 (3.6685) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:46:40 | INFO | Train Epoch: 1 [5941248/9187328 (65%)] Step: 7.4K | Data (t): 0.469 Batch (t): 1.396, 2106.64/s, 1053.32/s/gpu Logit Scale: 29.536 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.2766 (3.6554) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:48:59 | INFO | Train Epoch: 1 [6146048/9187328 (67%)] Step: 7.5K | Data (t): 0.463 Batch (t): 1.391, 2106.40/s, 1053.20/s/gpu Logit Scale: 29.793 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.2448 (3.6422) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:51:19 | INFO | Train Epoch: 1 [6350848/9187328 (69%)] Step: 7.6K | Data (t): 0.467 Batch (t): 1.394, 2087.97/s, 1043.98/s/gpu Logit Scale: 30.028 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.2813 (3.6309) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:53:38 | INFO | Train Epoch: 1 [6555648/9187328 (71%)] Step: 7.7K | Data (t): 0.468 Batch (t): 1.395, 2103.06/s, 1051.53/s/gpu Logit Scale: 30.241 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.2714 (3.6200) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:55:59 | INFO | Train Epoch: 1 [6760448/9187328 (74%)] Step: 7.8K | Data (t): 0.478 Batch (t): 1.405, 2120.02/s, 1060.01/s/gpu Logit Scale: 30.470 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.3404 (3.6118) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,01:58:19 | INFO | Train Epoch: 1 [6965248/9187328 (76%)] Step: 7.9K | Data (t): 0.474 Batch (t): 1.401, 2129.44/s, 1064.72/s/gpu Logit Scale: 30.700 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.2010 (3.6000) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:00:39 | INFO | Train Epoch: 1 [7170048/9187328 (78%)] Step: 8.0K | Data (t): 0.479 Batch (t): 1.404, 2116.61/s, 1058.30/s/gpu Logit Scale: 30.902 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.1911 (3.5887) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:02:59 | INFO | Train Epoch: 1 [7374848/9187328 (80%)] Step: 8.1K | Data (t): 0.471 Batch (t): 1.397, 2126.60/s, 1063.30/s/gpu Logit Scale: 31.109 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.1933 (3.5780) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:05:18 | INFO | Train Epoch: 1 [7579648/9187328 (83%)] Step: 8.2K | Data (t): 0.467 Batch (t): 1.392, 2122.17/s, 1061.08/s/gpu Logit Scale: 31.320 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.0575 (3.5643) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:07:39 | INFO | Train Epoch: 1 [7784448/9187328 (85%)] Step: 8.3K | Data (t): 0.485 Batch (t): 1.412, 2089.64/s, 1044.82/s/gpu Logit Scale: 31.564 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.2638 (3.5566) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:10:00 | INFO | Train Epoch: 1 [7989248/9187328 (87%)] Step: 8.4K | Data (t): 0.478 Batch (t): 1.405, 2114.23/s, 1057.11/s/gpu Logit Scale: 31.767 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.1023 (3.5452) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:12:19 | INFO | Train Epoch: 1 [8194048/9187328 (89%)] Step: 8.5K | Data (t): 0.430 Batch (t): 1.397, 1384.22/s, 692.112/s/gpu Logit Scale: 31.965 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.1700 (3.5361) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:14:39 | INFO | Train Epoch: 1 [8398848/9187328 (91%)] Step: 8.6K | Data (t): 0.489 Batch (t): 1.394, 2117.75/s, 1058.88/s/gpu Logit Scale: 32.232 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.0981 (3.5256) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:16:59 | INFO | Train Epoch: 1 [8603648/9187328 (94%)] Step: 8.7K | Data (t): 0.470 Batch (t): 1.398, 2114.08/s, 1057.04/s/gpu Logit Scale: 32.478 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.1090 (3.5159) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:19:20 | INFO | Train Epoch: 1 [8808448/9187328 (96%)] Step: 8.8K | Data (t): 0.482 Batch (t): 1.409, 2115.91/s, 1057.96/s/gpu Logit Scale: 32.699 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.0063 (3.5044) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:21:40 | INFO | Train Epoch: 1 [9013248/9187328 (98%)] Step: 8.9K | Data (t): 0.477 Batch (t): 1.404, 2114.79/s, 1057.39/s/gpu Logit Scale: 32.862 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.0083 (3.4933) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:23:41 | INFO | Train Epoch: 1 [9187328/9187328 (100%)] Step: 9.0K | Data (t): 0.499 Batch (t): 1.428, 1108.57/s, 554.286/s/gpu Logit Scale: 33.017 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 3.0804 (3.4844) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:23:41 | INFO | Starting zero-shot imagenet.
2025-01-22,02:23:41 | INFO | Building zero-shot classifier
2025-01-22,02:23:53 | INFO | Using classifier
2025-01-22,02:25:58 | INFO | Finished zero-shot imagenet.
2025-01-22,02:26:01 | INFO | Eval Epoch: 2 [1024 / 205824]	Clip Loss: 2.539458	
2025-01-22,02:26:30 | INFO | Eval Epoch: 2 imagenet-zeroshot-val-top1: 0.1005	imagenet-zeroshot-val-top5: 0.2533	image_to_text_mean_rank: 106.3874	image_to_text_median_rank: 10.0000	image_to_text_R@1: 0.2135	image_to_text_R@5: 0.4173	image_to_text_R@10: 0.5128	text_to_image_mean_rank: 119.0323	text_to_image_median_rank: 10.0000	text_to_image_R@1: 0.2056	text_to_image_R@5: 0.4120	text_to_image_R@10: 0.5070	clip_val_loss: 2.4090	epoch: 2.0000	num_samples: 8678.0000
2025-01-22,02:26:31 | INFO | Start epoch 2
2025-01-22,02:26:36 | INFO | Train Epoch: 2 [   2048/9187328 (0%)] Step: 9.0K | Data (t): 3.544 Batch (t): 4.432, 462.073/s, 231.037/s/gpu Logit Scale: 33.021 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.8293 (2.8293) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:28:56 | INFO | Train Epoch: 2 [ 206848/9187328 (2%)] Step: 9.1K | Data (t): 0.480 Batch (t): 1.403, 1079.37/s, 539.685/s/gpu Logit Scale: 33.352 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.7252 (2.7773) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:31:16 | INFO | Train Epoch: 2 [ 411648/9187328 (4%)] Step: 9.2K | Data (t): 0.469 Batch (t): 1.394, 1150.16/s, 575.078/s/gpu Logit Scale: 33.588 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.6598 (2.7381) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:33:34 | INFO | Train Epoch: 2 [ 616448/9187328 (7%)] Step: 9.3K | Data (t): 0.465 Batch (t): 1.389, 1108.34/s, 554.168/s/gpu Logit Scale: 33.810 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.7647 (2.7448) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:35:54 | INFO | Train Epoch: 2 [ 821248/9187328 (9%)] Step: 9.4K | Data (t): 0.467 Batch (t): 1.391, 1090.28/s, 545.141/s/gpu Logit Scale: 33.996 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.7405 (2.7439) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:38:12 | INFO | Train Epoch: 2 [1026048/9187328 (11%)] Step: 9.5K | Data (t): 0.464 Batch (t): 1.390, 1175.80/s, 587.900/s/gpu Logit Scale: 34.092 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.8984 (2.7697) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:40:31 | INFO | Train Epoch: 2 [1230848/9187328 (13%)] Step: 9.6K | Data (t): 0.461 Batch (t): 1.384, 1137.83/s, 568.914/s/gpu Logit Scale: 34.265 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.7924 (2.7729) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:42:50 | INFO | Train Epoch: 2 [1435648/9187328 (16%)] Step: 9.7K | Data (t): 0.468 Batch (t): 1.393, 1088.58/s, 544.292/s/gpu Logit Scale: 34.376 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.5903 (2.7501) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:45:10 | INFO | Train Epoch: 2 [1640448/9187328 (18%)] Step: 9.8K | Data (t): 0.471 Batch (t): 1.395, 1138.70/s, 569.348/s/gpu Logit Scale: 34.520 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.8083 (2.7566) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:47:29 | INFO | Train Epoch: 2 [1845248/9187328 (20%)] Step: 9.9K | Data (t): 0.473 Batch (t): 1.398, 1155.28/s, 577.640/s/gpu Logit Scale: 34.582 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.8380 (2.7647) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:49:49 | INFO | Train Epoch: 2 [2050048/9187328 (22%)] Step: 10.0K | Data (t): 0.467 Batch (t): 1.392, 1126.73/s, 563.365/s/gpu Logit Scale: 34.727 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.7024 (2.7590) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:52:08 | INFO | Train Epoch: 2 [2254848/9187328 (25%)] Step: 10.1K | Data (t): 0.467 Batch (t): 1.392, 1154.62/s, 577.311/s/gpu Logit Scale: 34.833 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.9405 (2.7742) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:54:27 | INFO | Train Epoch: 2 [2459648/9187328 (27%)] Step: 10.2K | Data (t): 0.465 Batch (t): 1.392, 1173.66/s, 586.832/s/gpu Logit Scale: 34.972 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.8110 (2.7770) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:56:47 | INFO | Train Epoch: 2 [2664448/9187328 (29%)] Step: 10.3K | Data (t): 0.473 Batch (t): 1.397, 1147.52/s, 573.762/s/gpu Logit Scale: 35.076 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.8106 (2.7794) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,02:59:06 | INFO | Train Epoch: 2 [2869248/9187328 (31%)] Step: 10.4K | Data (t): 0.470 Batch (t): 1.394, 1125.03/s, 562.515/s/gpu Logit Scale: 35.209 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.7188 (2.7754) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:01:25 | INFO | Train Epoch: 2 [3074048/9187328 (33%)] Step: 10.5K | Data (t): 0.468 Batch (t): 1.393, 1161.23/s, 580.616/s/gpu Logit Scale: 35.323 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.5862 (2.7635) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:03:47 | INFO | Train Epoch: 2 [3278848/9187328 (36%)] Step: 10.6K | Data (t): 0.488 Batch (t): 1.413, 1057.75/s, 528.877/s/gpu Logit Scale: 35.466 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.8241 (2.7671) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:06:07 | INFO | Train Epoch: 2 [3483648/9187328 (38%)] Step: 10.7K | Data (t): 0.481 Batch (t): 1.406, 1128.52/s, 564.260/s/gpu Logit Scale: 35.566 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.7691 (2.7672) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:08:29 | INFO | Train Epoch: 2 [3688448/9187328 (40%)] Step: 10.8K | Data (t): 0.486 Batch (t): 1.412, 1098.82/s, 549.409/s/gpu Logit Scale: 35.716 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.7338 (2.7655) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:10:50 | INFO | Train Epoch: 2 [3893248/9187328 (42%)] Step: 10.9K | Data (t): 0.491 Batch (t): 1.417, 1089.81/s, 544.906/s/gpu Logit Scale: 35.816 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.6217 (2.7583) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:13:10 | INFO | Train Epoch: 2 [4098048/9187328 (45%)] Step: 11.0K | Data (t): 0.473 Batch (t): 1.398, 1132.53/s, 566.266/s/gpu Logit Scale: 35.967 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.7647 (2.7586) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:15:30 | INFO | Train Epoch: 2 [4302848/9187328 (47%)] Step: 11.1K | Data (t): 0.475 Batch (t): 1.401, 1110.64/s, 555.319/s/gpu Logit Scale: 36.091 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.6941 (2.7556) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:17:51 | INFO | Train Epoch: 2 [4507648/9187328 (49%)] Step: 11.2K | Data (t): 0.486 Batch (t): 1.410, 1135.76/s, 567.881/s/gpu Logit Scale: 36.203 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.6489 (2.7510) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:20:12 | INFO | Train Epoch: 2 [4712448/9187328 (51%)] Step: 11.3K | Data (t): 0.479 Batch (t): 1.405, 1128.84/s, 564.419/s/gpu Logit Scale: 36.360 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.5324 (2.7419) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:22:32 | INFO | Train Epoch: 2 [4917248/9187328 (54%)] Step: 11.4K | Data (t): 0.474 Batch (t): 1.399, 1094.57/s, 547.286/s/gpu Logit Scale: 36.517 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.7013 (2.7403) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:24:52 | INFO | Train Epoch: 2 [5122048/9187328 (56%)] Step: 11.5K | Data (t): 0.479 Batch (t): 1.405, 1081.46/s, 540.731/s/gpu Logit Scale: 36.711 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.6257 (2.7359) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:27:14 | INFO | Train Epoch: 2 [5326848/9187328 (58%)] Step: 11.6K | Data (t): 0.491 Batch (t): 1.418, 1081.04/s, 540.518/s/gpu Logit Scale: 36.889 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.5995 (2.7308) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:29:34 | INFO | Train Epoch: 2 [5531648/9187328 (60%)] Step: 11.7K | Data (t): 0.474 Batch (t): 1.404, 1133.08/s, 566.540/s/gpu Logit Scale: 36.991 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.5984 (2.7261) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:31:55 | INFO | Train Epoch: 2 [5736448/9187328 (62%)] Step: 11.8K | Data (t): 0.485 Batch (t): 1.413, 1092.12/s, 546.058/s/gpu Logit Scale: 37.156 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.7609 (2.7273) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:34:15 | INFO | Train Epoch: 2 [5941248/9187328 (65%)] Step: 11.9K | Data (t): 0.474 Batch (t): 1.396, 1092.70/s, 546.349/s/gpu Logit Scale: 37.242 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.6962 (2.7262) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:36:35 | INFO | Train Epoch: 2 [6146048/9187328 (67%)] Step: 12.0K | Data (t): 0.479 Batch (t): 1.401, 1133.92/s, 566.962/s/gpu Logit Scale: 37.366 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.5385 (2.7202) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:38:56 | INFO | Train Epoch: 2 [6350848/9187328 (69%)] Step: 12.1K | Data (t): 0.479 Batch (t): 1.404, 1142.71/s, 571.355/s/gpu Logit Scale: 37.504 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.5696 (2.7155) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:41:15 | INFO | Train Epoch: 2 [6555648/9187328 (71%)] Step: 12.2K | Data (t): 0.470 Batch (t): 1.395, 1151.55/s, 575.773/s/gpu Logit Scale: 37.653 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.4425 (2.7072) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:43:34 | INFO | Train Epoch: 2 [6760448/9187328 (74%)] Step: 12.3K | Data (t): 0.464 Batch (t): 1.388, 1131.42/s, 565.710/s/gpu Logit Scale: 37.762 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.3502 (2.6967) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:45:52 | INFO | Train Epoch: 2 [6965248/9187328 (76%)] Step: 12.4K | Data (t): 0.458 Batch (t): 1.384, 1133.85/s, 566.924/s/gpu Logit Scale: 37.876 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.4070 (2.6884) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:48:12 | INFO | Train Epoch: 2 [7170048/9187328 (78%)] Step: 12.5K | Data (t): 0.474 Batch (t): 1.399, 1138.27/s, 569.134/s/gpu Logit Scale: 37.999 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.5279 (2.6840) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:50:31 | INFO | Train Epoch: 2 [7374848/9187328 (80%)] Step: 12.6K | Data (t): 0.468 Batch (t): 1.391, 1084.13/s, 542.064/s/gpu Logit Scale: 38.148 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.4709 (2.6782) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:52:51 | INFO | Train Epoch: 2 [7579648/9187328 (83%)] Step: 12.7K | Data (t): 0.469 Batch (t): 1.393, 1103.80/s, 551.899/s/gpu Logit Scale: 38.284 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.4435 (2.6720) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:55:08 | INFO | Train Epoch: 2 [7784448/9187328 (85%)] Step: 12.8K | Data (t): 0.455 Batch (t): 1.378, 1132.70/s, 566.351/s/gpu Logit Scale: 38.359 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.4707 (2.6669) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:57:27 | INFO | Train Epoch: 2 [7989248/9187328 (87%)] Step: 12.9K | Data (t): 0.462 Batch (t): 1.384, 1117.21/s, 558.603/s/gpu Logit Scale: 38.483 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.4365 (2.6611) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,03:59:46 | INFO | Train Epoch: 2 [8194048/9187328 (89%)] Step: 13.0K | Data (t): 0.466 Batch (t): 1.393, 2135.92/s, 1067.96/s/gpu Logit Scale: 38.716 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.4474 (2.6559) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:02:06 | INFO | Train Epoch: 2 [8398848/9187328 (91%)] Step: 13.1K | Data (t): 0.475 Batch (t): 1.398, 2129.42/s, 1064.71/s/gpu Logit Scale: 38.961 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.2660 (2.6466) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:04:25 | INFO | Train Epoch: 2 [8603648/9187328 (94%)] Step: 13.2K | Data (t): 0.467 Batch (t): 1.391, 2120.03/s, 1060.02/s/gpu Logit Scale: 39.085 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.2338 (2.6370) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:06:45 | INFO | Train Epoch: 2 [8808448/9187328 (96%)] Step: 13.3K | Data (t): 0.473 Batch (t): 1.398, 2125.90/s, 1062.95/s/gpu Logit Scale: 39.265 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.3317 (2.6301) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:09:07 | INFO | Train Epoch: 2 [9013248/9187328 (98%)] Step: 13.4K | Data (t): 0.499 Batch (t): 1.422, 1058.32/s, 529.162/s/gpu Logit Scale: 39.355 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.2932 (2.6226) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:11:13 | INFO | Train Epoch: 2 [9187328/9187328 (100%)] Step: 13.5K | Data (t): 0.551 Batch (t): 1.478, 2117.03/s, 1058.52/s/gpu Logit Scale: 39.523 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.2965 (2.6155) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:11:13 | INFO | Starting zero-shot imagenet.
2025-01-22,04:11:13 | INFO | Building zero-shot classifier
2025-01-22,04:11:24 | INFO | Using classifier
2025-01-22,04:13:30 | INFO | Finished zero-shot imagenet.
2025-01-22,04:13:33 | INFO | Eval Epoch: 3 [1024 / 205824]	Clip Loss: 1.979460	
2025-01-22,04:14:02 | INFO | Eval Epoch: 3 imagenet-zeroshot-val-top1: 0.1478	imagenet-zeroshot-val-top5: 0.3343	image_to_text_mean_rank: 63.4651	image_to_text_median_rank: 4.0000	image_to_text_R@1: 0.2958	image_to_text_R@5: 0.5301	image_to_text_R@10: 0.6254	text_to_image_mean_rank: 76.2951	text_to_image_median_rank: 5.0000	text_to_image_R@1: 0.2880	text_to_image_R@5: 0.5232	text_to_image_R@10: 0.6227	clip_val_loss: 1.8652	epoch: 3.0000	num_samples: 8678.0000
2025-01-22,04:14:03 | INFO | Start epoch 3
2025-01-22,04:14:08 | INFO | Train Epoch: 3 [   2048/9187328 (0%)] Step: 13.5K | Data (t): 3.609 Batch (t): 4.497, 455.459/s, 227.729/s/gpu Logit Scale: 39.522 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.3806 (2.3806) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:16:28 | INFO | Train Epoch: 3 [ 206848/9187328 (2%)] Step: 13.6K | Data (t): 0.482 Batch (t): 1.403, 1062.78/s, 531.389/s/gpu Logit Scale: 40.025 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9581 (2.1693) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:18:48 | INFO | Train Epoch: 3 [ 411648/9187328 (4%)] Step: 13.7K | Data (t): 0.472 Batch (t): 1.393, 1154.98/s, 577.492/s/gpu Logit Scale: 40.163 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.2962 (2.2116) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:21:06 | INFO | Train Epoch: 3 [ 616448/9187328 (7%)] Step: 13.8K | Data (t): 0.461 Batch (t): 1.383, 1123.14/s, 561.570/s/gpu Logit Scale: 40.400 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.0864 (2.1803) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:23:24 | INFO | Train Epoch: 3 [ 821248/9187328 (9%)] Step: 13.9K | Data (t): 0.462 Batch (t): 1.385, 1148.67/s, 574.334/s/gpu Logit Scale: 40.456 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8626 (2.1168) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:25:43 | INFO | Train Epoch: 3 [1026048/9187328 (11%)] Step: 14.0K | Data (t): 0.465 Batch (t): 1.387, 1163.67/s, 581.835/s/gpu Logit Scale: 40.520 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.1450 (2.1215) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:28:02 | INFO | Train Epoch: 3 [1230848/9187328 (13%)] Step: 14.1K | Data (t): 0.469 Batch (t): 1.390, 1145.83/s, 572.913/s/gpu Logit Scale: 40.545 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.1909 (2.1314) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:30:21 | INFO | Train Epoch: 3 [1435648/9187328 (16%)] Step: 14.2K | Data (t): 0.469 Batch (t): 1.390, 1136.95/s, 568.475/s/gpu Logit Scale: 40.630 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.0160 (2.1170) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:32:41 | INFO | Train Epoch: 3 [1640448/9187328 (18%)] Step: 14.3K | Data (t): 0.476 Batch (t): 1.398, 1135.20/s, 567.598/s/gpu Logit Scale: 40.700 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.1046 (2.1156) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:35:00 | INFO | Train Epoch: 3 [1845248/9187328 (20%)] Step: 14.4K | Data (t): 0.473 Batch (t): 1.396, 1160.81/s, 580.405/s/gpu Logit Scale: 40.854 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9923 (2.1033) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:37:20 | INFO | Train Epoch: 3 [2050048/9187328 (22%)] Step: 14.5K | Data (t): 0.470 Batch (t): 1.391, 1118.94/s, 559.471/s/gpu Logit Scale: 40.917 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.1489 (2.1074) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:39:39 | INFO | Train Epoch: 3 [2254848/9187328 (25%)] Step: 14.6K | Data (t): 0.477 Batch (t): 1.399, 1108.27/s, 554.136/s/gpu Logit Scale: 41.000 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.1979 (2.1150) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:41:59 | INFO | Train Epoch: 3 [2459648/9187328 (27%)] Step: 14.7K | Data (t): 0.472 Batch (t): 1.394, 1125.55/s, 562.773/s/gpu Logit Scale: 41.092 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.1907 (2.1208) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:44:19 | INFO | Train Epoch: 3 [2664448/9187328 (29%)] Step: 14.8K | Data (t): 0.476 Batch (t): 1.398, 1131.70/s, 565.851/s/gpu Logit Scale: 41.149 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.1965 (2.1262) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:46:38 | INFO | Train Epoch: 3 [2869248/9187328 (31%)] Step: 14.9K | Data (t): 0.474 Batch (t): 1.396, 1129.98/s, 564.989/s/gpu Logit Scale: 41.265 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.2433 (2.1340) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:48:57 | INFO | Train Epoch: 3 [3074048/9187328 (33%)] Step: 15.0K | Data (t): 0.466 Batch (t): 1.388, 1127.99/s, 563.996/s/gpu Logit Scale: 41.315 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9808 (2.1244) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:51:16 | INFO | Train Epoch: 3 [3278848/9187328 (36%)] Step: 15.1K | Data (t): 0.471 Batch (t): 1.393, 1111.31/s, 555.653/s/gpu Logit Scale: 41.378 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.1479 (2.1258) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:53:35 | INFO | Train Epoch: 3 [3483648/9187328 (38%)] Step: 15.2K | Data (t): 0.472 Batch (t): 1.387, 1356.19/s, 678.094/s/gpu Logit Scale: 41.500 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.1373 (2.1264) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:55:55 | INFO | Train Epoch: 3 [3688448/9187328 (40%)] Step: 15.3K | Data (t): 0.485 Batch (t): 1.395, 2132.30/s, 1066.15/s/gpu Logit Scale: 41.575 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.1156 (2.1259) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,04:58:14 | INFO | Train Epoch: 3 [3893248/9187328 (42%)] Step: 15.4K | Data (t): 0.491 Batch (t): 1.393, 1643.37/s, 821.683/s/gpu Logit Scale: 41.615 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.0534 (2.1222) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:00:35 | INFO | Train Epoch: 3 [4098048/9187328 (45%)] Step: 15.5K | Data (t): 0.493 Batch (t): 1.409, 1111.50/s, 555.749/s/gpu Logit Scale: 41.757 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9244 (2.1128) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:02:55 | INFO | Train Epoch: 3 [4302848/9187328 (47%)] Step: 15.6K | Data (t): 0.481 Batch (t): 1.404, 1097.97/s, 548.983/s/gpu Logit Scale: 41.822 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.2056 (2.1170) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:05:14 | INFO | Train Epoch: 3 [4507648/9187328 (49%)] Step: 15.7K | Data (t): 0.462 Batch (t): 1.386, 1107.91/s, 553.955/s/gpu Logit Scale: 41.877 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.0340 (2.1134) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:07:33 | INFO | Train Epoch: 3 [4712448/9187328 (51%)] Step: 15.8K | Data (t): 0.466 Batch (t): 1.389, 1154.92/s, 577.458/s/gpu Logit Scale: 41.906 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.1143 (2.1135) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:09:51 | INFO | Train Epoch: 3 [4917248/9187328 (54%)] Step: 15.9K | Data (t): 0.461 Batch (t): 1.384, 1115.72/s, 557.858/s/gpu Logit Scale: 42.009 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.1999 (2.1169) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:12:10 | INFO | Train Epoch: 3 [5122048/9187328 (56%)] Step: 16.0K | Data (t): 0.470 Batch (t): 1.392, 1150.50/s, 575.249/s/gpu Logit Scale: 42.091 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.2004 (2.1201) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:14:29 | INFO | Train Epoch: 3 [5326848/9187328 (58%)] Step: 16.1K | Data (t): 0.469 Batch (t): 1.391, 1143.15/s, 571.573/s/gpu Logit Scale: 42.219 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9485 (2.1138) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:16:48 | INFO | Train Epoch: 3 [5531648/9187328 (60%)] Step: 16.2K | Data (t): 0.467 Batch (t): 1.390, 1132.36/s, 566.180/s/gpu Logit Scale: 42.242 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9299 (2.1072) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:19:07 | INFO | Train Epoch: 3 [5736448/9187328 (62%)] Step: 16.3K | Data (t): 0.465 Batch (t): 1.386, 1143.96/s, 571.982/s/gpu Logit Scale: 42.279 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.1789 (2.1097) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:21:26 | INFO | Train Epoch: 3 [5941248/9187328 (65%)] Step: 16.4K | Data (t): 0.469 Batch (t): 1.389, 1101.81/s, 550.906/s/gpu Logit Scale: 42.337 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.0954 (2.1092) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:23:45 | INFO | Train Epoch: 3 [6146048/9187328 (67%)] Step: 16.5K | Data (t): 0.470 Batch (t): 1.391, 1158.91/s, 579.455/s/gpu Logit Scale: 42.431 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.0802 (2.1083) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:26:03 | INFO | Train Epoch: 3 [6350848/9187328 (69%)] Step: 16.6K | Data (t): 0.462 Batch (t): 1.385, 1091.80/s, 545.899/s/gpu Logit Scale: 42.466 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.0807 (2.1074) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:28:22 | INFO | Train Epoch: 3 [6555648/9187328 (71%)] Step: 16.7K | Data (t): 0.469 Batch (t): 1.389, 1158.15/s, 579.073/s/gpu Logit Scale: 42.528 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.0409 (2.1054) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:30:41 | INFO | Train Epoch: 3 [6760448/9187328 (74%)] Step: 16.8K | Data (t): 0.468 Batch (t): 1.389, 1088.25/s, 544.124/s/gpu Logit Scale: 42.600 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9695 (2.1014) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:33:00 | INFO | Train Epoch: 3 [6965248/9187328 (76%)] Step: 16.9K | Data (t): 0.464 Batch (t): 1.387, 1157.04/s, 578.522/s/gpu Logit Scale: 42.694 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.1517 (2.1028) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:35:19 | INFO | Train Epoch: 3 [7170048/9187328 (78%)] Step: 17.0K | Data (t): 0.465 Batch (t): 1.387, 1134.97/s, 567.483/s/gpu Logit Scale: 42.705 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.0530 (2.1015) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:37:38 | INFO | Train Epoch: 3 [7374848/9187328 (80%)] Step: 17.1K | Data (t): 0.476 Batch (t): 1.397, 1117.71/s, 558.857/s/gpu Logit Scale: 42.748 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 2.0915 (2.1012) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:39:59 | INFO | Train Epoch: 3 [7579648/9187328 (83%)] Step: 17.2K | Data (t): 0.478 Batch (t): 1.401, 1072.39/s, 536.194/s/gpu Logit Scale: 42.875 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9364 (2.0969) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:42:17 | INFO | Train Epoch: 3 [7784448/9187328 (85%)] Step: 17.3K | Data (t): 0.462 Batch (t): 1.386, 1146.50/s, 573.252/s/gpu Logit Scale: 42.874 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9421 (2.0929) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:44:36 | INFO | Train Epoch: 3 [7989248/9187328 (87%)] Step: 17.4K | Data (t): 0.463 Batch (t): 1.384, 1099.50/s, 549.749/s/gpu Logit Scale: 42.970 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9833 (2.0901) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:46:55 | INFO | Train Epoch: 3 [8194048/9187328 (89%)] Step: 17.5K | Data (t): 0.484 Batch (t): 1.391, 1339.64/s, 669.822/s/gpu Logit Scale: 43.357 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9451 (2.0866) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:49:14 | INFO | Train Epoch: 3 [8398848/9187328 (91%)] Step: 17.6K | Data (t): 0.497 Batch (t): 1.393, 1285.57/s, 642.784/s/gpu Logit Scale: 43.607 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8589 (2.0812) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:51:33 | INFO | Train Epoch: 3 [8603648/9187328 (94%)] Step: 17.7K | Data (t): 0.492 Batch (t): 1.388, 1275.71/s, 637.854/s/gpu Logit Scale: 43.869 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7060 (2.0725) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:53:52 | INFO | Train Epoch: 3 [8808448/9187328 (96%)] Step: 17.8K | Data (t): 0.498 Batch (t): 1.396, 2137.11/s, 1068.56/s/gpu Logit Scale: 44.005 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8811 (2.0681) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:56:12 | INFO | Train Epoch: 3 [9013248/9187328 (98%)] Step: 17.9K | Data (t): 0.494 Batch (t): 1.398, 1135.96/s, 567.981/s/gpu Logit Scale: 44.143 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7705 (2.0615) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:58:11 | INFO | Train Epoch: 3 [9187328/9187328 (100%)] Step: 17.9K | Data (t): 0.495 Batch (t): 1.394, 1441.28/s, 720.641/s/gpu Logit Scale: 44.228 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9292 (2.0586) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,05:58:11 | INFO | Starting zero-shot imagenet.
2025-01-22,05:58:11 | INFO | Building zero-shot classifier
2025-01-22,05:58:22 | INFO | Using classifier
2025-01-22,06:00:26 | INFO | Finished zero-shot imagenet.
2025-01-22,06:00:30 | INFO | Eval Epoch: 4 [1024 / 205824]	Clip Loss: 1.699994	
2025-01-22,06:00:59 | INFO | Eval Epoch: 4 imagenet-zeroshot-val-top1: 0.1695	imagenet-zeroshot-val-top5: 0.3719	image_to_text_mean_rank: 47.6727	image_to_text_median_rank: 3.0000	image_to_text_R@1: 0.3455	image_to_text_R@5: 0.5876	image_to_text_R@10: 0.6851	text_to_image_mean_rank: 57.1755	text_to_image_median_rank: 3.0000	text_to_image_R@1: 0.3337	text_to_image_R@5: 0.5871	text_to_image_R@10: 0.6815	clip_val_loss: 1.6066	epoch: 4.0000	num_samples: 8678.0000
2025-01-22,06:01:00 | INFO | Start epoch 4
2025-01-22,06:01:05 | INFO | Train Epoch: 4 [   2048/9187328 (0%)] Step: 17.9K | Data (t): 3.507 Batch (t): 4.393, 466.143/s, 233.072/s/gpu Logit Scale: 44.232 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6113 (1.6113) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:03:24 | INFO | Train Epoch: 4 [ 206848/9187328 (2%)] Step: 18.0K | Data (t): 0.471 Batch (t): 1.391, 1110.61/s, 555.306/s/gpu Logit Scale: 44.682 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5192 (1.5652) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:05:43 | INFO | Train Epoch: 4 [ 411648/9187328 (4%)] Step: 18.1K | Data (t): 0.478 Batch (t): 1.398, 1111.37/s, 555.685/s/gpu Logit Scale: 44.738 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7177 (1.6161) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:08:03 | INFO | Train Epoch: 4 [ 616448/9187328 (7%)] Step: 18.2K | Data (t): 0.473 Batch (t): 1.393, 1139.68/s, 569.840/s/gpu Logit Scale: 45.037 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2800 (1.5320) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:10:22 | INFO | Train Epoch: 4 [ 821248/9187328 (9%)] Step: 18.3K | Data (t): 0.468 Batch (t): 1.388, 1112.57/s, 556.283/s/gpu Logit Scale: 45.049 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5301 (1.5317) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:12:40 | INFO | Train Epoch: 4 [1026048/9187328 (11%)] Step: 18.4K | Data (t): 0.467 Batch (t): 1.388, 1129.81/s, 564.906/s/gpu Logit Scale: 45.100 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8334 (1.5819) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:15:00 | INFO | Train Epoch: 4 [1230848/9187328 (13%)] Step: 18.5K | Data (t): 0.488 Batch (t): 1.395, 1073.82/s, 536.910/s/gpu Logit Scale: 45.154 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7568 (1.6069) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:17:19 | INFO | Train Epoch: 4 [1435648/9187328 (16%)] Step: 18.6K | Data (t): 0.469 Batch (t): 1.389, 1128.64/s, 564.321/s/gpu Logit Scale: 45.194 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9759 (1.6530) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:19:38 | INFO | Train Epoch: 4 [1640448/9187328 (18%)] Step: 18.7K | Data (t): 0.474 Batch (t): 1.394, 1132.03/s, 566.016/s/gpu Logit Scale: 45.148 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9593 (1.6871) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:21:58 | INFO | Train Epoch: 4 [1845248/9187328 (20%)] Step: 18.8K | Data (t): 0.475 Batch (t): 1.395, 1133.47/s, 566.733/s/gpu Logit Scale: 45.178 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5894 (1.6773) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:24:17 | INFO | Train Epoch: 4 [2050048/9187328 (22%)] Step: 18.9K | Data (t): 0.474 Batch (t): 1.393, 1124.98/s, 562.491/s/gpu Logit Scale: 45.228 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7661 (1.6854) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:26:37 | INFO | Train Epoch: 4 [2254848/9187328 (25%)] Step: 19.0K | Data (t): 0.476 Batch (t): 1.396, 1114.64/s, 557.318/s/gpu Logit Scale: 45.224 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7733 (1.6927) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:28:56 | INFO | Train Epoch: 4 [2459648/9187328 (27%)] Step: 19.1K | Data (t): 0.476 Batch (t): 1.398, 1126.51/s, 563.256/s/gpu Logit Scale: 45.328 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6941 (1.6928) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:31:16 | INFO | Train Epoch: 4 [2664448/9187328 (29%)] Step: 19.2K | Data (t): 0.474 Batch (t): 1.394, 1167.53/s, 583.765/s/gpu Logit Scale: 45.297 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8564 (1.7045) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:33:35 | INFO | Train Epoch: 4 [2869248/9187328 (31%)] Step: 19.3K | Data (t): 0.472 Batch (t): 1.393, 1126.08/s, 563.039/s/gpu Logit Scale: 45.301 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8066 (1.7113) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:35:54 | INFO | Train Epoch: 4 [3074048/9187328 (33%)] Step: 19.4K | Data (t): 0.463 Batch (t): 1.383, 1097.37/s, 548.685/s/gpu Logit Scale: 45.372 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9121 (1.7239) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:38:12 | INFO | Train Epoch: 4 [3278848/9187328 (36%)] Step: 19.5K | Data (t): 0.467 Batch (t): 1.388, 1155.17/s, 577.583/s/gpu Logit Scale: 45.402 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8310 (1.7302) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:40:30 | INFO | Train Epoch: 4 [3483648/9187328 (38%)] Step: 19.6K | Data (t): 0.458 Batch (t): 1.378, 1150.51/s, 575.254/s/gpu Logit Scale: 45.464 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8325 (1.7358) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:42:48 | INFO | Train Epoch: 4 [3688448/9187328 (40%)] Step: 19.7K | Data (t): 0.459 Batch (t): 1.377, 1096.55/s, 548.275/s/gpu Logit Scale: 45.518 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6769 (1.7327) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:45:06 | INFO | Train Epoch: 4 [3893248/9187328 (42%)] Step: 19.8K | Data (t): 0.457 Batch (t): 1.377, 1124.18/s, 562.089/s/gpu Logit Scale: 45.508 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7977 (1.7360) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:47:24 | INFO | Train Epoch: 4 [4098048/9187328 (45%)] Step: 19.9K | Data (t): 0.468 Batch (t): 1.387, 1067.03/s, 533.513/s/gpu Logit Scale: 45.513 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7077 (1.7346) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:49:43 | INFO | Train Epoch: 4 [4302848/9187328 (47%)] Step: 20.0K | Data (t): 0.467 Batch (t): 1.386, 1134.67/s, 567.334/s/gpu Logit Scale: 45.549 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8360 (1.7393) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:52:01 | INFO | Train Epoch: 4 [4507648/9187328 (49%)] Step: 20.1K | Data (t): 0.464 Batch (t): 1.384, 1074.41/s, 537.205/s/gpu Logit Scale: 45.590 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6492 (1.7353) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:54:20 | INFO | Train Epoch: 4 [4712448/9187328 (51%)] Step: 20.2K | Data (t): 0.465 Batch (t): 1.384, 1130.76/s, 565.378/s/gpu Logit Scale: 45.618 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7357 (1.7354) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:56:37 | INFO | Train Epoch: 4 [4917248/9187328 (54%)] Step: 20.3K | Data (t): 0.459 Batch (t): 1.378, 1136.18/s, 568.092/s/gpu Logit Scale: 45.629 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6452 (1.7317) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,06:58:55 | INFO | Train Epoch: 4 [5122048/9187328 (56%)] Step: 20.4K | Data (t): 0.461 Batch (t): 1.379, 1107.14/s, 553.569/s/gpu Logit Scale: 45.740 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.9316 (1.7394) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:01:13 | INFO | Train Epoch: 4 [5326848/9187328 (58%)] Step: 20.5K | Data (t): 0.462 Batch (t): 1.380, 1109.17/s, 554.584/s/gpu Logit Scale: 45.783 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6551 (1.7363) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:03:31 | INFO | Train Epoch: 4 [5531648/9187328 (60%)] Step: 20.6K | Data (t): 0.454 Batch (t): 1.372, 1154.76/s, 577.379/s/gpu Logit Scale: 45.777 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7544 (1.7370) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:05:49 | INFO | Train Epoch: 4 [5736448/9187328 (62%)] Step: 20.7K | Data (t): 0.465 Batch (t): 1.384, 1102.07/s, 551.034/s/gpu Logit Scale: 45.802 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8493 (1.7408) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:08:09 | INFO | Train Epoch: 4 [5941248/9187328 (65%)] Step: 20.8K | Data (t): 0.481 Batch (t): 1.401, 1108.06/s, 554.029/s/gpu Logit Scale: 45.763 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6813 (1.7388) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:10:28 | INFO | Train Epoch: 4 [6146048/9187328 (67%)] Step: 20.9K | Data (t): 0.469 Batch (t): 1.388, 1161.92/s, 580.960/s/gpu Logit Scale: 45.836 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7811 (1.7402) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:12:46 | INFO | Train Epoch: 4 [6350848/9187328 (69%)] Step: 21.0K | Data (t): 0.460 Batch (t): 1.380, 1147.58/s, 573.790/s/gpu Logit Scale: 45.896 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7165 (1.7395) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:15:03 | INFO | Train Epoch: 4 [6555648/9187328 (71%)] Step: 21.1K | Data (t): 0.455 Batch (t): 1.375, 1160.44/s, 580.218/s/gpu Logit Scale: 45.924 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8118 (1.7417) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:17:22 | INFO | Train Epoch: 4 [6760448/9187328 (74%)] Step: 21.2K | Data (t): 0.462 Batch (t): 1.382, 1168.35/s, 584.176/s/gpu Logit Scale: 45.847 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8491 (1.7448) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:19:40 | INFO | Train Epoch: 4 [6965248/9187328 (76%)] Step: 21.3K | Data (t): 0.462 Batch (t): 1.385, 1142.37/s, 571.184/s/gpu Logit Scale: 45.977 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6967 (1.7434) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:21:59 | INFO | Train Epoch: 4 [7170048/9187328 (78%)] Step: 21.4K | Data (t): 0.467 Batch (t): 1.388, 1100.53/s, 550.267/s/gpu Logit Scale: 46.043 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7724 (1.7442) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:24:18 | INFO | Train Epoch: 4 [7374848/9187328 (80%)] Step: 21.5K | Data (t): 0.471 Batch (t): 1.392, 1139.16/s, 569.582/s/gpu Logit Scale: 46.117 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6024 (1.7404) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:26:37 | INFO | Train Epoch: 4 [7579648/9187328 (83%)] Step: 21.6K | Data (t): 0.465 Batch (t): 1.385, 1122.50/s, 561.252/s/gpu Logit Scale: 46.170 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8237 (1.7426) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:28:56 | INFO | Train Epoch: 4 [7784448/9187328 (85%)] Step: 21.7K | Data (t): 0.474 Batch (t): 1.395, 1164.96/s, 582.478/s/gpu Logit Scale: 46.168 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8417 (1.7451) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:31:16 | INFO | Train Epoch: 4 [7989248/9187328 (87%)] Step: 21.8K | Data (t): 0.476 Batch (t): 1.397, 1134.94/s, 567.469/s/gpu Logit Scale: 46.161 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.8402 (1.7475) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:33:37 | INFO | Train Epoch: 4 [8194048/9187328 (89%)] Step: 21.9K | Data (t): 0.444 Batch (t): 1.411, 1061.81/s, 530.906/s/gpu Logit Scale: 46.540 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4797 (1.7410) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:35:57 | INFO | Train Epoch: 4 [8398848/9187328 (91%)] Step: 22.0K | Data (t): 0.481 Batch (t): 1.401, 1130.56/s, 565.278/s/gpu Logit Scale: 46.751 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6246 (1.7382) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:38:15 | INFO | Train Epoch: 4 [8603648/9187328 (94%)] Step: 22.1K | Data (t): 0.458 Batch (t): 1.377, 1114.62/s, 557.309/s/gpu Logit Scale: 46.946 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5891 (1.7348) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:40:34 | INFO | Train Epoch: 4 [8808448/9187328 (96%)] Step: 22.2K | Data (t): 0.468 Batch (t): 1.388, 1111.33/s, 555.665/s/gpu Logit Scale: 47.188 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5593 (1.7308) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:42:53 | INFO | Train Epoch: 4 [9013248/9187328 (98%)] Step: 22.3K | Data (t): 0.471 Batch (t): 1.391, 1100.75/s, 550.377/s/gpu Logit Scale: 47.268 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6340 (1.7286) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:44:50 | INFO | Train Epoch: 4 [9187328/9187328 (100%)] Step: 22.4K | Data (t): 0.462 Batch (t): 1.382, 2159.60/s, 1079.80/s/gpu Logit Scale: 47.416 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4751 (1.7231) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:44:50 | INFO | Starting zero-shot imagenet.
2025-01-22,07:44:50 | INFO | Building zero-shot classifier
2025-01-22,07:45:02 | INFO | Using classifier
2025-01-22,07:47:08 | INFO | Finished zero-shot imagenet.
2025-01-22,07:47:11 | INFO | Eval Epoch: 5 [1024 / 205824]	Clip Loss: 1.645431	
2025-01-22,07:47:39 | INFO | Eval Epoch: 5 imagenet-zeroshot-val-top1: 0.1925	imagenet-zeroshot-val-top5: 0.4059	image_to_text_mean_rank: 46.6392	image_to_text_median_rank: 3.0000	image_to_text_R@1: 0.3797	image_to_text_R@5: 0.6218	image_to_text_R@10: 0.7121	text_to_image_mean_rank: 54.9026	text_to_image_median_rank: 3.0000	text_to_image_R@1: 0.3692	text_to_image_R@5: 0.6168	text_to_image_R@10: 0.7089	clip_val_loss: 1.5021	epoch: 5.0000	num_samples: 8678.0000
2025-01-22,07:47:41 | INFO | Start epoch 5
2025-01-22,07:47:45 | INFO | Train Epoch: 5 [   2048/9187328 (0%)] Step: 22.4K | Data (t): 3.539 Batch (t): 4.430, 462.254/s, 231.127/s/gpu Logit Scale: 47.414 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6117 (1.6117) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:50:06 | INFO | Train Epoch: 5 [ 206848/9187328 (2%)] Step: 22.5K | Data (t): 0.486 Batch (t): 1.408, 1135.51/s, 567.755/s/gpu Logit Scale: 47.837 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6092 (1.6104) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:52:25 | INFO | Train Epoch: 5 [ 411648/9187328 (4%)] Step: 22.6K | Data (t): 0.467 Batch (t): 1.388, 1137.12/s, 568.562/s/gpu Logit Scale: 48.055 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4350 (1.5519) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:54:44 | INFO | Train Epoch: 5 [ 616448/9187328 (7%)] Step: 22.7K | Data (t): 0.476 Batch (t): 1.395, 1161.73/s, 580.863/s/gpu Logit Scale: 48.286 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2758 (1.4829) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:57:03 | INFO | Train Epoch: 5 [ 821248/9187328 (9%)] Step: 22.8K | Data (t): 0.470 Batch (t): 1.390, 1154.53/s, 577.265/s/gpu Logit Scale: 48.248 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3167 (1.4496) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,07:59:22 | INFO | Train Epoch: 5 [1026048/9187328 (11%)] Step: 22.9K | Data (t): 0.470 Batch (t): 1.389, 1069.26/s, 534.629/s/gpu Logit Scale: 48.334 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3069 (1.4259) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:01:40 | INFO | Train Epoch: 5 [1230848/9187328 (13%)] Step: 23.0K | Data (t): 0.462 Batch (t): 1.382, 1138.15/s, 569.073/s/gpu Logit Scale: 48.378 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4484 (1.4291) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:03:59 | INFO | Train Epoch: 5 [1435648/9187328 (16%)] Step: 23.1K | Data (t): 0.466 Batch (t): 1.385, 1157.72/s, 578.860/s/gpu Logit Scale: 48.415 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5047 (1.4385) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:06:17 | INFO | Train Epoch: 5 [1640448/9187328 (18%)] Step: 23.2K | Data (t): 0.459 Batch (t): 1.382, 1129.97/s, 564.983/s/gpu Logit Scale: 48.316 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3928 (1.4335) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:08:35 | INFO | Train Epoch: 5 [1845248/9187328 (20%)] Step: 23.3K | Data (t): 0.461 Batch (t): 1.382, 1134.74/s, 567.371/s/gpu Logit Scale: 48.246 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5220 (1.4423) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:10:54 | INFO | Train Epoch: 5 [2050048/9187328 (22%)] Step: 23.4K | Data (t): 0.470 Batch (t): 1.391, 1132.91/s, 566.455/s/gpu Logit Scale: 48.364 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5771 (1.4546) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:13:14 | INFO | Train Epoch: 5 [2254848/9187328 (25%)] Step: 23.5K | Data (t): 0.472 Batch (t): 1.393, 1147.89/s, 573.945/s/gpu Logit Scale: 48.430 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4569 (1.4548) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:15:34 | INFO | Train Epoch: 5 [2459648/9187328 (27%)] Step: 23.6K | Data (t): 0.480 Batch (t): 1.401, 1078.51/s, 539.256/s/gpu Logit Scale: 48.319 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5259 (1.4602) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:17:53 | INFO | Train Epoch: 5 [2664448/9187328 (29%)] Step: 23.7K | Data (t): 0.471 Batch (t): 1.390, 1105.17/s, 552.584/s/gpu Logit Scale: 48.390 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5862 (1.4692) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:20:12 | INFO | Train Epoch: 5 [2869248/9187328 (31%)] Step: 23.8K | Data (t): 0.469 Batch (t): 1.389, 1117.74/s, 558.869/s/gpu Logit Scale: 48.285 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5910 (1.4773) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:22:30 | INFO | Train Epoch: 5 [3074048/9187328 (33%)] Step: 23.9K | Data (t): 0.457 Batch (t): 1.377, 1165.09/s, 582.545/s/gpu Logit Scale: 48.391 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5459 (1.4816) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:24:48 | INFO | Train Epoch: 5 [3278848/9187328 (36%)] Step: 24.0K | Data (t): 0.464 Batch (t): 1.381, 1148.24/s, 574.119/s/gpu Logit Scale: 48.331 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6709 (1.4928) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:27:06 | INFO | Train Epoch: 5 [3483648/9187328 (38%)] Step: 24.1K | Data (t): 0.466 Batch (t): 1.386, 1113.64/s, 556.820/s/gpu Logit Scale: 48.333 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5551 (1.4962) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:29:25 | INFO | Train Epoch: 5 [3688448/9187328 (40%)] Step: 24.2K | Data (t): 0.468 Batch (t): 1.388, 1129.67/s, 564.837/s/gpu Logit Scale: 48.341 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2416 (1.4828) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:31:46 | INFO | Train Epoch: 5 [3893248/9187328 (42%)] Step: 24.3K | Data (t): 0.486 Batch (t): 1.406, 1119.62/s, 559.812/s/gpu Logit Scale: 48.299 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5530 (1.4863) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:34:06 | INFO | Train Epoch: 5 [4098048/9187328 (45%)] Step: 24.4K | Data (t): 0.480 Batch (t): 1.401, 1076.03/s, 538.016/s/gpu Logit Scale: 48.298 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5864 (1.4911) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:36:25 | INFO | Train Epoch: 5 [4302848/9187328 (47%)] Step: 24.5K | Data (t): 0.469 Batch (t): 1.391, 1090.89/s, 545.445/s/gpu Logit Scale: 48.371 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6439 (1.4980) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:38:44 | INFO | Train Epoch: 5 [4507648/9187328 (49%)] Step: 24.6K | Data (t): 0.474 Batch (t): 1.396, 1159.53/s, 579.763/s/gpu Logit Scale: 48.290 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4365 (1.4954) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:41:05 | INFO | Train Epoch: 5 [4712448/9187328 (51%)] Step: 24.7K | Data (t): 0.485 Batch (t): 1.405, 1057.36/s, 528.682/s/gpu Logit Scale: 48.348 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5967 (1.4996) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:43:25 | INFO | Train Epoch: 5 [4917248/9187328 (54%)] Step: 24.8K | Data (t): 0.476 Batch (t): 1.396, 1111.00/s, 555.502/s/gpu Logit Scale: 48.308 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5563 (1.5019) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:45:46 | INFO | Train Epoch: 5 [5122048/9187328 (56%)] Step: 24.9K | Data (t): 0.488 Batch (t): 1.411, 1087.82/s, 543.911/s/gpu Logit Scale: 48.245 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5536 (1.5038) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:48:06 | INFO | Train Epoch: 5 [5326848/9187328 (58%)] Step: 25.0K | Data (t): 0.484 Batch (t): 1.406, 1065.68/s, 532.838/s/gpu Logit Scale: 48.380 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5265 (1.5047) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:50:26 | INFO | Train Epoch: 5 [5531648/9187328 (60%)] Step: 25.1K | Data (t): 0.481 Batch (t): 1.402, 1131.22/s, 565.611/s/gpu Logit Scale: 48.398 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5732 (1.5071) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:52:47 | INFO | Train Epoch: 5 [5736448/9187328 (62%)] Step: 25.2K | Data (t): 0.483 Batch (t): 1.405, 1070.14/s, 535.072/s/gpu Logit Scale: 48.338 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5316 (1.5080) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:55:07 | INFO | Train Epoch: 5 [5941248/9187328 (65%)] Step: 25.3K | Data (t): 0.484 Batch (t): 1.405, 1092.37/s, 546.187/s/gpu Logit Scale: 48.347 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5589 (1.5097) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:57:27 | INFO | Train Epoch: 5 [6146048/9187328 (67%)] Step: 25.4K | Data (t): 0.473 Batch (t): 1.396, 1149.62/s, 574.812/s/gpu Logit Scale: 48.366 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7434 (1.5172) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,08:59:47 | INFO | Train Epoch: 5 [6350848/9187328 (69%)] Step: 25.5K | Data (t): 0.474 Batch (t): 1.397, 1148.05/s, 574.026/s/gpu Logit Scale: 48.375 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6079 (1.5200) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:02:06 | INFO | Train Epoch: 5 [6555648/9187328 (71%)] Step: 25.6K | Data (t): 0.473 Batch (t): 1.394, 1111.41/s, 555.706/s/gpu Logit Scale: 48.416 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5268 (1.5203) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:04:25 | INFO | Train Epoch: 5 [6760448/9187328 (74%)] Step: 25.7K | Data (t): 0.470 Batch (t): 1.390, 1107.64/s, 553.821/s/gpu Logit Scale: 48.429 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6375 (1.5237) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:06:45 | INFO | Train Epoch: 5 [6965248/9187328 (76%)] Step: 25.8K | Data (t): 0.478 Batch (t): 1.400, 1083.38/s, 541.691/s/gpu Logit Scale: 48.398 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5403 (1.5242) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:09:05 | INFO | Train Epoch: 5 [7170048/9187328 (78%)] Step: 25.9K | Data (t): 0.481 Batch (t): 1.403, 1118.48/s, 559.241/s/gpu Logit Scale: 48.477 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4554 (1.5223) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:11:24 | INFO | Train Epoch: 5 [7374848/9187328 (80%)] Step: 26.0K | Data (t): 0.464 Batch (t): 1.383, 1139.76/s, 569.882/s/gpu Logit Scale: 48.393 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.6680 (1.5262) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:13:44 | INFO | Train Epoch: 5 [7579648/9187328 (83%)] Step: 26.1K | Data (t): 0.486 Batch (t): 1.408, 1032.88/s, 516.438/s/gpu Logit Scale: 48.409 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5775 (1.5276) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:16:06 | INFO | Train Epoch: 5 [7784448/9187328 (85%)] Step: 26.2K | Data (t): 0.489 Batch (t): 1.411, 1091.71/s, 545.853/s/gpu Logit Scale: 48.553 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.7287 (1.5327) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:18:25 | INFO | Train Epoch: 5 [7989248/9187328 (87%)] Step: 26.3K | Data (t): 0.475 Batch (t): 1.394, 1130.98/s, 565.488/s/gpu Logit Scale: 48.490 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5671 (1.5336) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:20:45 | INFO | Train Epoch: 5 [8194048/9187328 (89%)] Step: 26.4K | Data (t): 0.431 Batch (t): 1.404, 1075.42/s, 537.710/s/gpu Logit Scale: 48.941 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3149 (1.5282) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:23:06 | INFO | Train Epoch: 5 [8398848/9187328 (91%)] Step: 26.5K | Data (t): 0.484 Batch (t): 1.405, 1120.32/s, 560.162/s/gpu Logit Scale: 49.333 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3851 (1.5248) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:25:26 | INFO | Train Epoch: 5 [8603648/9187328 (94%)] Step: 26.6K | Data (t): 0.483 Batch (t): 1.406, 1137.47/s, 568.735/s/gpu Logit Scale: 49.568 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3646 (1.5211) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:27:46 | INFO | Train Epoch: 5 [8808448/9187328 (96%)] Step: 26.7K | Data (t): 0.478 Batch (t): 1.400, 1141.92/s, 570.960/s/gpu Logit Scale: 49.828 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3459 (1.5171) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:30:05 | INFO | Train Epoch: 5 [9013248/9187328 (98%)] Step: 26.8K | Data (t): 0.465 Batch (t): 1.386, 2140.11/s, 1070.06/s/gpu Logit Scale: 49.875 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2615 (1.5114) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:32:04 | INFO | Train Epoch: 5 [9187328/9187328 (100%)] Step: 26.9K | Data (t): 0.484 Batch (t): 1.404, 1073.75/s, 536.877/s/gpu Logit Scale: 49.929 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3341 (1.5076) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:32:04 | INFO | Starting zero-shot imagenet.
2025-01-22,09:32:04 | INFO | Building zero-shot classifier
2025-01-22,09:32:16 | INFO | Using classifier
2025-01-22,09:34:21 | INFO | Finished zero-shot imagenet.
2025-01-22,09:34:24 | INFO | Eval Epoch: 6 [1024 / 205824]	Clip Loss: 1.501637	
2025-01-22,09:34:52 | INFO | Eval Epoch: 6 imagenet-zeroshot-val-top1: 0.2009	imagenet-zeroshot-val-top5: 0.4224	image_to_text_mean_rank: 39.6919	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4003	image_to_text_R@5: 0.6458	image_to_text_R@10: 0.7319	text_to_image_mean_rank: 49.1467	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.3897	text_to_image_R@5: 0.6437	text_to_image_R@10: 0.7269	clip_val_loss: 1.4013	epoch: 6.0000	num_samples: 8678.0000
2025-01-22,09:34:54 | INFO | Start epoch 6
2025-01-22,09:34:58 | INFO | Train Epoch: 6 [   2048/9187328 (0%)] Step: 26.9K | Data (t): 3.574 Batch (t): 4.472, 457.927/s, 228.964/s/gpu Logit Scale: 49.931 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2971 (1.2971) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:37:20 | INFO | Train Epoch: 6 [ 206848/9187328 (2%)] Step: 27.0K | Data (t): 0.492 Batch (t): 1.414, 1107.54/s, 553.768/s/gpu Logit Scale: 50.549 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3811 (1.3391) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:39:41 | INFO | Train Epoch: 6 [ 411648/9187328 (4%)] Step: 27.1K | Data (t): 0.484 Batch (t): 1.409, 1117.03/s, 558.513/s/gpu Logit Scale: 50.894 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2226 (1.3003) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:42:02 | INFO | Train Epoch: 6 [ 616448/9187328 (7%)] Step: 27.2K | Data (t): 0.488 Batch (t): 1.413, 1068.90/s, 534.448/s/gpu Logit Scale: 50.924 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3302 (1.3077) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:44:23 | INFO | Train Epoch: 6 [ 821248/9187328 (9%)] Step: 27.3K | Data (t): 0.490 Batch (t): 1.414, 1056.69/s, 528.347/s/gpu Logit Scale: 50.870 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2217 (1.2905) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:46:44 | INFO | Train Epoch: 6 [1026048/9187328 (11%)] Step: 27.4K | Data (t): 0.482 Batch (t): 1.408, 1110.19/s, 555.093/s/gpu Logit Scale: 50.650 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3696 (1.3037) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:49:05 | INFO | Train Epoch: 6 [1230848/9187328 (13%)] Step: 27.5K | Data (t): 0.479 Batch (t): 1.406, 1131.12/s, 565.560/s/gpu Logit Scale: 50.926 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1997 (1.2888) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:51:26 | INFO | Train Epoch: 6 [1435648/9187328 (16%)] Step: 27.6K | Data (t): 0.488 Batch (t): 1.413, 1124.08/s, 562.042/s/gpu Logit Scale: 50.909 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4044 (1.3033) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:53:47 | INFO | Train Epoch: 6 [1640448/9187328 (18%)] Step: 27.7K | Data (t): 0.480 Batch (t): 1.405, 1090.73/s, 545.366/s/gpu Logit Scale: 50.657 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5176 (1.3271) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:56:07 | INFO | Train Epoch: 6 [1845248/9187328 (20%)] Step: 27.8K | Data (t): 0.480 Batch (t): 1.405, 1121.51/s, 560.753/s/gpu Logit Scale: 50.978 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1405 (1.3084) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,09:58:28 | INFO | Train Epoch: 6 [2050048/9187328 (22%)] Step: 27.9K | Data (t): 0.479 Batch (t): 1.405, 1064.09/s, 532.046/s/gpu Logit Scale: 50.773 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4055 (1.3173) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:00:49 | INFO | Train Epoch: 6 [2254848/9187328 (25%)] Step: 28.0K | Data (t): 0.485 Batch (t): 1.410, 1102.94/s, 551.468/s/gpu Logit Scale: 50.690 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4471 (1.3281) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:03:09 | INFO | Train Epoch: 6 [2459648/9187328 (27%)] Step: 28.1K | Data (t): 0.482 Batch (t): 1.406, 1104.73/s, 552.366/s/gpu Logit Scale: 50.766 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4618 (1.3384) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:05:29 | INFO | Train Epoch: 6 [2664448/9187328 (29%)] Step: 28.2K | Data (t): 0.477 Batch (t): 1.401, 1078.16/s, 539.080/s/gpu Logit Scale: 50.751 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2849 (1.3346) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:07:50 | INFO | Train Epoch: 6 [2869248/9187328 (31%)] Step: 28.3K | Data (t): 0.480 Batch (t): 1.404, 1086.11/s, 543.056/s/gpu Logit Scale: 50.612 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4897 (1.3449) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:10:10 | INFO | Train Epoch: 6 [3074048/9187328 (33%)] Step: 28.4K | Data (t): 0.477 Batch (t): 1.401, 1118.23/s, 559.114/s/gpu Logit Scale: 50.607 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4509 (1.3515) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:12:31 | INFO | Train Epoch: 6 [3278848/9187328 (36%)] Step: 28.5K | Data (t): 0.483 Batch (t): 1.407, 1075.04/s, 537.520/s/gpu Logit Scale: 50.629 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1637 (1.3405) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:14:51 | INFO | Train Epoch: 6 [3483648/9187328 (38%)] Step: 28.6K | Data (t): 0.480 Batch (t): 1.404, 1146.29/s, 573.145/s/gpu Logit Scale: 50.545 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3677 (1.3420) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:17:11 | INFO | Train Epoch: 6 [3688448/9187328 (40%)] Step: 28.7K | Data (t): 0.476 Batch (t): 1.401, 1118.00/s, 559.000/s/gpu Logit Scale: 50.525 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3913 (1.3446) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:19:31 | INFO | Train Epoch: 6 [3893248/9187328 (42%)] Step: 28.8K | Data (t): 0.480 Batch (t): 1.405, 1125.29/s, 562.643/s/gpu Logit Scale: 50.471 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3181 (1.3433) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:21:52 | INFO | Train Epoch: 6 [4098048/9187328 (45%)] Step: 28.9K | Data (t): 0.476 Batch (t): 1.401, 1139.70/s, 569.850/s/gpu Logit Scale: 50.538 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3305 (1.3427) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:24:12 | INFO | Train Epoch: 6 [4302848/9187328 (47%)] Step: 29.0K | Data (t): 0.482 Batch (t): 1.407, 1105.51/s, 552.753/s/gpu Logit Scale: 50.502 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2692 (1.3393) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:26:33 | INFO | Train Epoch: 6 [4507648/9187328 (49%)] Step: 29.1K | Data (t): 0.485 Batch (t): 1.411, 1099.77/s, 549.885/s/gpu Logit Scale: 50.526 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4323 (1.3434) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:28:55 | INFO | Train Epoch: 6 [4712448/9187328 (51%)] Step: 29.2K | Data (t): 0.494 Batch (t): 1.420, 1052.63/s, 526.314/s/gpu Logit Scale: 50.592 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3753 (1.3447) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:31:16 | INFO | Train Epoch: 6 [4917248/9187328 (54%)] Step: 29.3K | Data (t): 0.485 Batch (t): 1.411, 1094.23/s, 547.113/s/gpu Logit Scale: 50.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3809 (1.3461) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:33:37 | INFO | Train Epoch: 6 [5122048/9187328 (56%)] Step: 29.4K | Data (t): 0.482 Batch (t): 1.406, 1117.62/s, 558.811/s/gpu Logit Scale: 50.527 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3497 (1.3463) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:35:59 | INFO | Train Epoch: 6 [5326848/9187328 (58%)] Step: 29.5K | Data (t): 0.492 Batch (t): 1.416, 1111.64/s, 555.822/s/gpu Logit Scale: 50.493 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3010 (1.3446) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:38:20 | INFO | Train Epoch: 6 [5531648/9187328 (60%)] Step: 29.6K | Data (t): 0.491 Batch (t): 1.416, 1121.50/s, 560.752/s/gpu Logit Scale: 50.420 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4035 (1.3467) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:40:41 | INFO | Train Epoch: 6 [5736448/9187328 (62%)] Step: 29.7K | Data (t): 0.488 Batch (t): 1.413, 1136.41/s, 568.206/s/gpu Logit Scale: 50.454 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2741 (1.3442) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:43:02 | INFO | Train Epoch: 6 [5941248/9187328 (65%)] Step: 29.8K | Data (t): 0.478 Batch (t): 1.402, 1125.97/s, 562.983/s/gpu Logit Scale: 50.436 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2938 (1.3425) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:45:22 | INFO | Train Epoch: 6 [6146048/9187328 (67%)] Step: 29.9K | Data (t): 0.483 Batch (t): 1.407, 1124.13/s, 562.067/s/gpu Logit Scale: 50.411 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4997 (1.3476) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:47:42 | INFO | Train Epoch: 6 [6350848/9187328 (69%)] Step: 30.0K | Data (t): 0.475 Batch (t): 1.399, 1133.02/s, 566.510/s/gpu Logit Scale: 50.447 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5072 (1.3526) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:50:03 | INFO | Train Epoch: 6 [6555648/9187328 (71%)] Step: 30.1K | Data (t): 0.484 Batch (t): 1.408, 1108.22/s, 554.110/s/gpu Logit Scale: 50.384 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3611 (1.3528) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:52:24 | INFO | Train Epoch: 6 [6760448/9187328 (74%)] Step: 30.2K | Data (t): 0.478 Batch (t): 1.404, 1091.29/s, 545.646/s/gpu Logit Scale: 50.489 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5322 (1.3581) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:54:45 | INFO | Train Epoch: 6 [6965248/9187328 (76%)] Step: 30.3K | Data (t): 0.486 Batch (t): 1.412, 1110.29/s, 555.147/s/gpu Logit Scale: 50.469 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.5164 (1.3626) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:57:06 | INFO | Train Epoch: 6 [7170048/9187328 (78%)] Step: 30.4K | Data (t): 0.483 Batch (t): 1.409, 1126.56/s, 563.281/s/gpu Logit Scale: 50.374 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4330 (1.3646) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,10:59:27 | INFO | Train Epoch: 6 [7374848/9187328 (80%)] Step: 30.5K | Data (t): 0.490 Batch (t): 1.415, 1079.23/s, 539.616/s/gpu Logit Scale: 50.454 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3985 (1.3655) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:01:48 | INFO | Train Epoch: 6 [7579648/9187328 (83%)] Step: 30.6K | Data (t): 0.480 Batch (t): 1.404, 1120.89/s, 560.444/s/gpu Logit Scale: 50.380 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2356 (1.3621) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:04:09 | INFO | Train Epoch: 6 [7784448/9187328 (85%)] Step: 30.7K | Data (t): 0.487 Batch (t): 1.413, 1088.74/s, 544.369/s/gpu Logit Scale: 50.462 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3674 (1.3622) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:06:31 | INFO | Train Epoch: 6 [7989248/9187328 (87%)] Step: 30.8K | Data (t): 0.499 Batch (t): 1.425, 1147.63/s, 573.813/s/gpu Logit Scale: 50.458 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4241 (1.3638) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:08:53 | INFO | Train Epoch: 6 [8194048/9187328 (89%)] Step: 30.9K | Data (t): 0.470 Batch (t): 1.413, 1107.15/s, 553.573/s/gpu Logit Scale: 51.064 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1910 (1.3596) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:11:13 | INFO | Train Epoch: 6 [8398848/9187328 (91%)] Step: 31.0K | Data (t): 0.482 Batch (t): 1.407, 1130.77/s, 565.384/s/gpu Logit Scale: 51.413 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2464 (1.3569) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:13:33 | INFO | Train Epoch: 6 [8603648/9187328 (94%)] Step: 31.1K | Data (t): 0.474 Batch (t): 1.398, 1138.28/s, 569.141/s/gpu Logit Scale: 51.674 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2166 (1.3536) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:15:54 | INFO | Train Epoch: 6 [8808448/9187328 (96%)] Step: 31.2K | Data (t): 0.479 Batch (t): 1.404, 1085.46/s, 542.728/s/gpu Logit Scale: 51.920 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1814 (1.3497) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:18:14 | INFO | Train Epoch: 6 [9013248/9187328 (98%)] Step: 31.3K | Data (t): 0.480 Batch (t): 1.404, 1115.03/s, 557.515/s/gpu Logit Scale: 51.829 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2510 (1.3475) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:20:13 | INFO | Train Epoch: 6 [9187328/9187328 (100%)] Step: 31.4K | Data (t): 0.477 Batch (t): 1.402, 2134.46/s, 1067.23/s/gpu Logit Scale: 52.047 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2131 (1.3446) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:20:13 | INFO | Starting zero-shot imagenet.
2025-01-22,11:20:13 | INFO | Building zero-shot classifier
2025-01-22,11:20:25 | INFO | Using classifier
2025-01-22,11:22:31 | INFO | Finished zero-shot imagenet.
2025-01-22,11:22:35 | INFO | Eval Epoch: 7 [1024 / 205824]	Clip Loss: 1.443234	
2025-01-22,11:23:03 | INFO | Eval Epoch: 7 imagenet-zeroshot-val-top1: 0.2067	imagenet-zeroshot-val-top5: 0.4267	image_to_text_mean_rank: 37.7073	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4080	image_to_text_R@5: 0.6555	image_to_text_R@10: 0.7415	text_to_image_mean_rank: 45.7401	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4021	text_to_image_R@5: 0.6487	text_to_image_R@10: 0.7377	clip_val_loss: 1.3791	epoch: 7.0000	num_samples: 8678.0000
2025-01-22,11:23:05 | INFO | Start epoch 7
2025-01-22,11:23:09 | INFO | Train Epoch: 7 [   2048/9187328 (0%)] Step: 31.4K | Data (t): 3.533 Batch (t): 4.422, 463.166/s, 231.583/s/gpu Logit Scale: 52.052 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1287 (1.1287) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:25:30 | INFO | Train Epoch: 7 [ 206848/9187328 (2%)] Step: 31.5K | Data (t): 0.486 Batch (t): 1.407, 1112.01/s, 556.004/s/gpu Logit Scale: 52.694 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0782 (1.1034) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:27:50 | INFO | Train Epoch: 7 [ 411648/9187328 (4%)] Step: 31.6K | Data (t): 0.478 Batch (t): 1.401, 1079.42/s, 539.710/s/gpu Logit Scale: 53.033 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.99812 (1.0683) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:30:10 | INFO | Train Epoch: 7 [ 616448/9187328 (7%)] Step: 31.7K | Data (t): 0.476 Batch (t): 1.401, 1121.33/s, 560.667/s/gpu Logit Scale: 53.219 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0486 (1.0634) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:32:30 | INFO | Train Epoch: 7 [ 821248/9187328 (9%)] Step: 31.8K | Data (t): 0.481 Batch (t): 1.406, 1090.84/s, 545.421/s/gpu Logit Scale: 53.195 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1404 (1.0788) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:34:51 | INFO | Train Epoch: 7 [1026048/9187328 (11%)] Step: 31.9K | Data (t): 0.482 Batch (t): 1.407, 1151.71/s, 575.855/s/gpu Logit Scale: 53.330 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.86548 (1.0432) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:37:11 | INFO | Train Epoch: 7 [1230848/9187328 (13%)] Step: 32.0K | Data (t): 0.477 Batch (t): 1.401, 1101.44/s, 550.720/s/gpu Logit Scale: 53.249 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1968 (1.0652) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:39:31 | INFO | Train Epoch: 7 [1435648/9187328 (16%)] Step: 32.1K | Data (t): 0.476 Batch (t): 1.401, 1144.47/s, 572.234/s/gpu Logit Scale: 53.103 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1884 (1.0806) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:41:52 | INFO | Train Epoch: 7 [1640448/9187328 (18%)] Step: 32.2K | Data (t): 0.479 Batch (t): 1.403, 1115.80/s, 557.902/s/gpu Logit Scale: 53.017 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2514 (1.0996) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:44:12 | INFO | Train Epoch: 7 [1845248/9187328 (20%)] Step: 32.3K | Data (t): 0.479 Batch (t): 1.403, 1077.37/s, 538.687/s/gpu Logit Scale: 52.790 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2715 (1.1168) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:46:32 | INFO | Train Epoch: 7 [2050048/9187328 (22%)] Step: 32.4K | Data (t): 0.474 Batch (t): 1.398, 1116.42/s, 558.209/s/gpu Logit Scale: 52.752 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3352 (1.1366) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:48:52 | INFO | Train Epoch: 7 [2254848/9187328 (25%)] Step: 32.5K | Data (t): 0.478 Batch (t): 1.402, 1060.34/s, 530.172/s/gpu Logit Scale: 52.740 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1324 (1.1363) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:51:12 | INFO | Train Epoch: 7 [2459648/9187328 (27%)] Step: 32.6K | Data (t): 0.476 Batch (t): 1.401, 1140.73/s, 570.366/s/gpu Logit Scale: 52.750 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2044 (1.1415) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:53:32 | INFO | Train Epoch: 7 [2664448/9187328 (29%)] Step: 32.7K | Data (t): 0.479 Batch (t): 1.402, 1153.94/s, 576.972/s/gpu Logit Scale: 52.669 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1562 (1.1426) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:55:52 | INFO | Train Epoch: 7 [2869248/9187328 (31%)] Step: 32.8K | Data (t): 0.479 Batch (t): 1.403, 1151.76/s, 575.878/s/gpu Logit Scale: 52.628 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2890 (1.1523) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,11:58:12 | INFO | Train Epoch: 7 [3074048/9187328 (33%)] Step: 32.9K | Data (t): 0.475 Batch (t): 1.398, 1099.54/s, 549.768/s/gpu Logit Scale: 52.635 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1168 (1.1501) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:00:32 | INFO | Train Epoch: 7 [3278848/9187328 (36%)] Step: 33.0K | Data (t): 0.478 Batch (t): 1.402, 1143.62/s, 571.810/s/gpu Logit Scale: 52.500 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1205 (1.1484) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:02:53 | INFO | Train Epoch: 7 [3483648/9187328 (38%)] Step: 33.1K | Data (t): 0.483 Batch (t): 1.408, 1085.24/s, 542.622/s/gpu Logit Scale: 52.506 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2291 (1.1528) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:05:14 | INFO | Train Epoch: 7 [3688448/9187328 (40%)] Step: 33.2K | Data (t): 0.480 Batch (t): 1.404, 1113.19/s, 556.596/s/gpu Logit Scale: 52.448 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2197 (1.1564) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:07:33 | INFO | Train Epoch: 7 [3893248/9187328 (42%)] Step: 33.3K | Data (t): 0.475 Batch (t): 1.399, 1112.17/s, 556.083/s/gpu Logit Scale: 52.464 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3479 (1.1659) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:09:54 | INFO | Train Epoch: 7 [4098048/9187328 (45%)] Step: 33.4K | Data (t): 0.478 Batch (t): 1.401, 1071.90/s, 535.950/s/gpu Logit Scale: 52.388 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2610 (1.1705) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:12:14 | INFO | Train Epoch: 7 [4302848/9187328 (47%)] Step: 33.5K | Data (t): 0.479 Batch (t): 1.402, 1104.57/s, 552.285/s/gpu Logit Scale: 52.341 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1933 (1.1715) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:14:35 | INFO | Train Epoch: 7 [4507648/9187328 (49%)] Step: 33.6K | Data (t): 0.491 Batch (t): 1.413, 1108.01/s, 554.006/s/gpu Logit Scale: 52.373 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2684 (1.1757) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:16:56 | INFO | Train Epoch: 7 [4712448/9187328 (51%)] Step: 33.7K | Data (t): 0.482 Batch (t): 1.405, 1102.05/s, 551.025/s/gpu Logit Scale: 52.332 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2390 (1.1784) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:19:16 | INFO | Train Epoch: 7 [4917248/9187328 (54%)] Step: 33.8K | Data (t): 0.480 Batch (t): 1.403, 1107.30/s, 553.648/s/gpu Logit Scale: 52.336 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2921 (1.1829) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:21:37 | INFO | Train Epoch: 7 [5122048/9187328 (56%)] Step: 33.9K | Data (t): 0.482 Batch (t): 1.406, 1097.80/s, 548.898/s/gpu Logit Scale: 52.255 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2543 (1.1856) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:23:57 | INFO | Train Epoch: 7 [5326848/9187328 (58%)] Step: 34.0K | Data (t): 0.484 Batch (t): 1.407, 1103.44/s, 551.718/s/gpu Logit Scale: 52.380 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0343 (1.1800) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:26:17 | INFO | Train Epoch: 7 [5531648/9187328 (60%)] Step: 34.1K | Data (t): 0.473 Batch (t): 1.397, 1117.95/s, 558.976/s/gpu Logit Scale: 52.233 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3833 (1.1873) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:28:37 | INFO | Train Epoch: 7 [5736448/9187328 (62%)] Step: 34.2K | Data (t): 0.478 Batch (t): 1.403, 1086.14/s, 543.070/s/gpu Logit Scale: 52.240 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2896 (1.1908) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:30:58 | INFO | Train Epoch: 7 [5941248/9187328 (65%)] Step: 34.3K | Data (t): 0.481 Batch (t): 1.406, 1126.67/s, 563.333/s/gpu Logit Scale: 52.256 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2420 (1.1925) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:33:19 | INFO | Train Epoch: 7 [6146048/9187328 (67%)] Step: 34.4K | Data (t): 0.484 Batch (t): 1.408, 1131.76/s, 565.878/s/gpu Logit Scale: 52.199 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3407 (1.1973) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:35:39 | INFO | Train Epoch: 7 [6350848/9187328 (69%)] Step: 34.5K | Data (t): 0.484 Batch (t): 1.407, 1128.83/s, 564.415/s/gpu Logit Scale: 52.109 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2316 (1.1984) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:38:00 | INFO | Train Epoch: 7 [6555648/9187328 (71%)] Step: 34.6K | Data (t): 0.484 Batch (t): 1.408, 1085.88/s, 542.938/s/gpu Logit Scale: 52.145 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4228 (1.2052) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:40:20 | INFO | Train Epoch: 7 [6760448/9187328 (74%)] Step: 34.7K | Data (t): 0.477 Batch (t): 1.401, 1089.69/s, 544.843/s/gpu Logit Scale: 52.098 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4393 (1.2121) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:42:41 | INFO | Train Epoch: 7 [6965248/9187328 (76%)] Step: 34.8K | Data (t): 0.482 Batch (t): 1.406, 1080.24/s, 540.122/s/gpu Logit Scale: 52.065 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3368 (1.2156) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:45:02 | INFO | Train Epoch: 7 [7170048/9187328 (78%)] Step: 34.9K | Data (t): 0.486 Batch (t): 1.410, 1101.03/s, 550.514/s/gpu Logit Scale: 51.989 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.4617 (1.2225) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:47:22 | INFO | Train Epoch: 7 [7374848/9187328 (80%)] Step: 35.0K | Data (t): 0.480 Batch (t): 1.404, 1067.77/s, 533.883/s/gpu Logit Scale: 52.069 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2187 (1.2224) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:49:43 | INFO | Train Epoch: 7 [7579648/9187328 (83%)] Step: 35.1K | Data (t): 0.481 Batch (t): 1.406, 1128.23/s, 564.113/s/gpu Logit Scale: 52.031 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3833 (1.2266) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:52:03 | INFO | Train Epoch: 7 [7784448/9187328 (85%)] Step: 35.2K | Data (t): 0.481 Batch (t): 1.406, 1116.03/s, 558.015/s/gpu Logit Scale: 52.045 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3122 (1.2288) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:54:23 | INFO | Train Epoch: 7 [7989248/9187328 (87%)] Step: 35.3K | Data (t): 0.473 Batch (t): 1.398, 1106.05/s, 553.027/s/gpu Logit Scale: 51.979 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3179 (1.2310) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:56:46 | INFO | Train Epoch: 7 [8194048/9187328 (89%)] Step: 35.4K | Data (t): 0.459 Batch (t): 1.425, 1079.49/s, 539.747/s/gpu Logit Scale: 52.544 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1946 (1.2301) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,12:59:07 | INFO | Train Epoch: 7 [8398848/9187328 (91%)] Step: 35.5K | Data (t): 0.488 Batch (t): 1.411, 1114.42/s, 557.212/s/gpu Logit Scale: 53.229 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0787 (1.2265) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:01:27 | INFO | Train Epoch: 7 [8603648/9187328 (94%)] Step: 35.6K | Data (t): 0.478 Batch (t): 1.399, 1129.65/s, 564.824/s/gpu Logit Scale: 53.441 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0762 (1.2230) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:03:47 | INFO | Train Epoch: 7 [8808448/9187328 (96%)] Step: 35.7K | Data (t): 0.476 Batch (t): 1.398, 1084.05/s, 542.023/s/gpu Logit Scale: 53.599 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0469 (1.2190) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:06:07 | INFO | Train Epoch: 7 [9013248/9187328 (98%)] Step: 35.8K | Data (t): 0.483 Batch (t): 1.405, 1109.72/s, 554.858/s/gpu Logit Scale: 53.888 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1165 (1.2167) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:08:06 | INFO | Train Epoch: 7 [9187328/9187328 (100%)] Step: 35.9K | Data (t): 0.473 Batch (t): 1.395, 2141.74/s, 1070.87/s/gpu Logit Scale: 53.966 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1347 (1.2150) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:08:06 | INFO | Starting zero-shot imagenet.
2025-01-22,13:08:06 | INFO | Building zero-shot classifier
2025-01-22,13:08:17 | INFO | Using classifier
2025-01-22,13:10:22 | INFO | Finished zero-shot imagenet.
2025-01-22,13:10:25 | INFO | Eval Epoch: 8 [1024 / 205824]	Clip Loss: 1.498282	
2025-01-22,13:10:54 | INFO | Eval Epoch: 8 imagenet-zeroshot-val-top1: 0.2124	imagenet-zeroshot-val-top5: 0.4408	image_to_text_mean_rank: 37.9166	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4254	image_to_text_R@5: 0.6658	image_to_text_R@10: 0.7488	text_to_image_mean_rank: 47.6440	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4211	text_to_image_R@5: 0.6575	text_to_image_R@10: 0.7460	clip_val_loss: 1.3537	epoch: 8.0000	num_samples: 8678.0000
2025-01-22,13:10:56 | INFO | Start epoch 8
2025-01-22,13:11:00 | INFO | Train Epoch: 8 [   2048/9187328 (0%)] Step: 35.9K | Data (t): 3.541 Batch (t): 4.431, 462.164/s, 231.082/s/gpu Logit Scale: 53.967 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.66162 (0.66162) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:13:22 | INFO | Train Epoch: 8 [ 206848/9187328 (2%)] Step: 36.0K | Data (t): 0.493 Batch (t): 1.416, 1041.79/s, 520.897/s/gpu Logit Scale: 54.460 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.99442 (0.82802) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:15:41 | INFO | Train Epoch: 8 [ 411648/9187328 (4%)] Step: 36.1K | Data (t): 0.467 Batch (t): 1.392, 1079.52/s, 539.758/s/gpu Logit Scale: 54.760 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.73024 (0.79542) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:18:01 | INFO | Train Epoch: 8 [ 616448/9187328 (7%)] Step: 36.2K | Data (t): 0.470 Batch (t): 1.400, 1140.83/s, 570.415/s/gpu Logit Scale: 54.834 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.98410 (0.84259) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:20:21 | INFO | Train Epoch: 8 [ 821248/9187328 (9%)] Step: 36.3K | Data (t): 0.471 Batch (t): 1.400, 1055.70/s, 527.850/s/gpu Logit Scale: 55.023 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.86973 (0.84802) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:22:42 | INFO | Train Epoch: 8 [1026048/9187328 (11%)] Step: 36.4K | Data (t): 0.486 Batch (t): 1.413, 1092.34/s, 546.171/s/gpu Logit Scale: 54.967 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0799 (0.88666) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:25:04 | INFO | Train Epoch: 8 [1230848/9187328 (13%)] Step: 36.5K | Data (t): 0.488 Batch (t): 1.415, 1078.58/s, 539.292/s/gpu Logit Scale: 54.945 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.97502 (0.89928) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:27:24 | INFO | Train Epoch: 8 [1435648/9187328 (16%)] Step: 36.6K | Data (t): 0.473 Batch (t): 1.403, 1080.60/s, 540.302/s/gpu Logit Scale: 54.757 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1877 (0.93533) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:29:44 | INFO | Train Epoch: 8 [1640448/9187328 (18%)] Step: 36.7K | Data (t): 0.476 Batch (t): 1.402, 1168.53/s, 584.265/s/gpu Logit Scale: 54.860 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1377 (0.95781) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:32:04 | INFO | Train Epoch: 8 [1845248/9187328 (20%)] Step: 36.8K | Data (t): 0.471 Batch (t): 1.399, 1082.16/s, 541.082/s/gpu Logit Scale: 54.668 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.96700 (0.95873) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:34:24 | INFO | Train Epoch: 8 [2050048/9187328 (22%)] Step: 36.9K | Data (t): 0.474 Batch (t): 1.401, 1109.23/s, 554.615/s/gpu Logit Scale: 54.558 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1709 (0.97802) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:36:45 | INFO | Train Epoch: 8 [2254848/9187328 (25%)] Step: 37.0K | Data (t): 0.477 Batch (t): 1.404, 1135.80/s, 567.901/s/gpu Logit Scale: 54.460 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0971 (0.98795) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:39:05 | INFO | Train Epoch: 8 [2459648/9187328 (27%)] Step: 37.1K | Data (t): 0.482 Batch (t): 1.408, 1136.18/s, 568.089/s/gpu Logit Scale: 54.389 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1748 (1.0023) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:41:25 | INFO | Train Epoch: 8 [2664448/9187328 (29%)] Step: 37.2K | Data (t): 0.470 Batch (t): 1.396, 1124.15/s, 562.076/s/gpu Logit Scale: 54.382 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0555 (1.0061) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:43:45 | INFO | Train Epoch: 8 [2869248/9187328 (31%)] Step: 37.3K | Data (t): 0.476 Batch (t): 1.403, 1111.43/s, 555.716/s/gpu Logit Scale: 54.274 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1250 (1.0140) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:46:06 | INFO | Train Epoch: 8 [3074048/9187328 (33%)] Step: 37.4K | Data (t): 0.485 Batch (t): 1.402, 1185.14/s, 592.572/s/gpu Logit Scale: 54.246 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0872 (1.0186) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:48:25 | INFO | Train Epoch: 8 [3278848/9187328 (36%)] Step: 37.5K | Data (t): 0.486 Batch (t): 1.396, 1438.96/s, 719.479/s/gpu Logit Scale: 54.247 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.99874 (1.0174) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:50:45 | INFO | Train Epoch: 8 [3483648/9187328 (38%)] Step: 37.6K | Data (t): 0.478 Batch (t): 1.402, 2139.68/s, 1069.84/s/gpu Logit Scale: 54.122 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2087 (1.0281) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:53:07 | INFO | Train Epoch: 8 [3688448/9187328 (40%)] Step: 37.7K | Data (t): 0.489 Batch (t): 1.415, 2122.72/s, 1061.36/s/gpu Logit Scale: 54.082 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2821 (1.0414) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:55:28 | INFO | Train Epoch: 8 [3893248/9187328 (42%)] Step: 37.8K | Data (t): 0.475 Batch (t): 1.410, 2120.18/s, 1060.09/s/gpu Logit Scale: 53.971 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0510 (1.0419) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,13:57:48 | INFO | Train Epoch: 8 [4098048/9187328 (45%)] Step: 37.9K | Data (t): 0.471 Batch (t): 1.403, 2127.36/s, 1063.68/s/gpu Logit Scale: 53.887 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1768 (1.0483) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:00:09 | INFO | Train Epoch: 8 [4302848/9187328 (47%)] Step: 38.0K | Data (t): 0.475 Batch (t): 1.405, 2123.55/s, 1061.78/s/gpu Logit Scale: 54.012 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2116 (1.0558) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:02:29 | INFO | Train Epoch: 8 [4507648/9187328 (49%)] Step: 38.1K | Data (t): 0.480 Batch (t): 1.406, 2116.68/s, 1058.34/s/gpu Logit Scale: 53.940 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0147 (1.0540) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:04:49 | INFO | Train Epoch: 8 [4712448/9187328 (51%)] Step: 38.2K | Data (t): 0.473 Batch (t): 1.401, 2126.28/s, 1063.14/s/gpu Logit Scale: 53.887 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2537 (1.0623) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:07:10 | INFO | Train Epoch: 8 [4917248/9187328 (54%)] Step: 38.3K | Data (t): 0.488 Batch (t): 1.405, 1085.03/s, 542.516/s/gpu Logit Scale: 53.813 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0348 (1.0612) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:09:29 | INFO | Train Epoch: 8 [5122048/9187328 (56%)] Step: 38.4K | Data (t): 0.483 Batch (t): 1.396, 1177.53/s, 588.764/s/gpu Logit Scale: 53.786 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1259 (1.0637) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:11:53 | INFO | Train Epoch: 8 [5326848/9187328 (58%)] Step: 38.5K | Data (t): 0.508 Batch (t): 1.436, 1015.71/s, 507.854/s/gpu Logit Scale: 53.788 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2511 (1.0706) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:14:14 | INFO | Train Epoch: 8 [5531648/9187328 (60%)] Step: 38.6K | Data (t): 0.483 Batch (t): 1.410, 1160.54/s, 580.270/s/gpu Logit Scale: 53.690 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2066 (1.0755) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:16:34 | INFO | Train Epoch: 8 [5736448/9187328 (62%)] Step: 38.7K | Data (t): 0.475 Batch (t): 1.400, 1146.84/s, 573.420/s/gpu Logit Scale: 53.682 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2292 (1.0808) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:18:53 | INFO | Train Epoch: 8 [5941248/9187328 (65%)] Step: 38.8K | Data (t): 0.464 Batch (t): 1.390, 1128.55/s, 564.274/s/gpu Logit Scale: 53.721 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2345 (1.0859) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:21:13 | INFO | Train Epoch: 8 [6146048/9187328 (67%)] Step: 38.9K | Data (t): 0.470 Batch (t): 1.396, 1133.03/s, 566.513/s/gpu Logit Scale: 53.666 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3308 (1.0938) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:23:32 | INFO | Train Epoch: 8 [6350848/9187328 (69%)] Step: 39.0K | Data (t): 0.471 Batch (t): 1.398, 1130.72/s, 565.360/s/gpu Logit Scale: 53.588 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2596 (1.0990) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:25:53 | INFO | Train Epoch: 8 [6555648/9187328 (71%)] Step: 39.1K | Data (t): 0.475 Batch (t): 1.402, 1114.78/s, 557.388/s/gpu Logit Scale: 53.631 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1633 (1.1009) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:28:12 | INFO | Train Epoch: 8 [6760448/9187328 (74%)] Step: 39.2K | Data (t): 0.469 Batch (t): 1.398, 1145.87/s, 572.936/s/gpu Logit Scale: 53.652 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2895 (1.1065) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:30:31 | INFO | Train Epoch: 8 [6965248/9187328 (76%)] Step: 39.3K | Data (t): 0.461 Batch (t): 1.389, 1121.13/s, 560.565/s/gpu Logit Scale: 53.571 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0886 (1.1060) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:32:50 | INFO | Train Epoch: 8 [7170048/9187328 (78%)] Step: 39.4K | Data (t): 0.458 Batch (t): 1.386, 1132.28/s, 566.138/s/gpu Logit Scale: 53.652 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2840 (1.1109) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:35:09 | INFO | Train Epoch: 8 [7374848/9187328 (80%)] Step: 39.5K | Data (t): 0.466 Batch (t): 1.395, 1123.58/s, 561.788/s/gpu Logit Scale: 53.530 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0408 (1.1090) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:37:29 | INFO | Train Epoch: 8 [7579648/9187328 (83%)] Step: 39.6K | Data (t): 0.471 Batch (t): 1.400, 1100.84/s, 550.418/s/gpu Logit Scale: 53.523 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1588 (1.1103) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:39:49 | INFO | Train Epoch: 8 [7784448/9187328 (85%)] Step: 39.7K | Data (t): 0.470 Batch (t): 1.399, 1121.08/s, 560.542/s/gpu Logit Scale: 53.468 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1707 (1.1119) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:42:09 | INFO | Train Epoch: 8 [7989248/9187328 (87%)] Step: 39.8K | Data (t): 0.468 Batch (t): 1.397, 1153.56/s, 576.781/s/gpu Logit Scale: 53.536 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.3923 (1.1189) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:44:31 | INFO | Train Epoch: 8 [8194048/9187328 (89%)] Step: 39.9K | Data (t): 0.495 Batch (t): 1.421, 1153.14/s, 576.572/s/gpu Logit Scale: 54.160 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.93326 (1.1144) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:46:51 | INFO | Train Epoch: 8 [8398848/9187328 (91%)] Step: 40.0K | Data (t): 0.407 Batch (t): 1.402, 1609.37/s, 804.686/s/gpu Logit Scale: 54.833 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.88584 (1.1089) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:49:11 | INFO | Train Epoch: 8 [8603648/9187328 (94%)] Step: 40.1K | Data (t): 0.449 Batch (t): 1.392, 1110.60/s, 555.298/s/gpu Logit Scale: 55.103 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.95201 (1.1053) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:51:30 | INFO | Train Epoch: 8 [8808448/9187328 (96%)] Step: 40.2K | Data (t): 0.464 Batch (t): 1.392, 1092.85/s, 546.424/s/gpu Logit Scale: 55.242 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.87050 (1.0999) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:53:50 | INFO | Train Epoch: 8 [9013248/9187328 (98%)] Step: 40.3K | Data (t): 0.470 Batch (t): 1.397, 1097.12/s, 548.559/s/gpu Logit Scale: 55.392 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0051 (1.0978) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:55:47 | INFO | Train Epoch: 8 [9187328/9187328 (100%)] Step: 40.4K | Data (t): 0.460 Batch (t): 1.387, 2112.92/s, 1056.46/s/gpu Logit Scale: 55.456 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.91602 (1.0939) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,14:55:47 | INFO | Starting zero-shot imagenet.
2025-01-22,14:55:47 | INFO | Building zero-shot classifier
2025-01-22,14:55:59 | INFO | Using classifier
2025-01-22,14:58:05 | INFO | Finished zero-shot imagenet.
2025-01-22,14:58:08 | INFO | Eval Epoch: 9 [1024 / 205824]	Clip Loss: 1.425466	
2025-01-22,14:58:37 | INFO | Eval Epoch: 9 imagenet-zeroshot-val-top1: 0.2202	imagenet-zeroshot-val-top5: 0.4467	image_to_text_mean_rank: 35.6716	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4404	image_to_text_R@5: 0.6794	image_to_text_R@10: 0.7635	text_to_image_mean_rank: 44.3154	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4227	text_to_image_R@5: 0.6708	text_to_image_R@10: 0.7573	clip_val_loss: 1.3204	epoch: 9.0000	num_samples: 8678.0000
2025-01-22,14:58:38 | INFO | Start epoch 9
2025-01-22,14:58:43 | INFO | Train Epoch: 9 [   2048/9187328 (0%)] Step: 40.4K | Data (t): 3.525 Batch (t): 4.417, 463.693/s, 231.847/s/gpu Logit Scale: 55.458 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.58085 (0.58085) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:01:04 | INFO | Train Epoch: 9 [ 206848/9187328 (2%)] Step: 40.5K | Data (t): 0.484 Batch (t): 1.408, 1112.11/s, 556.055/s/gpu Logit Scale: 56.283 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.80278 (0.69181) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:03:24 | INFO | Train Epoch: 9 [ 411648/9187328 (4%)] Step: 40.6K | Data (t): 0.474 Batch (t): 1.401, 1114.97/s, 557.485/s/gpu Logit Scale: 56.671 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.70602 (0.69655) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:05:43 | INFO | Train Epoch: 9 [ 616448/9187328 (7%)] Step: 40.7K | Data (t): 0.467 Batch (t): 1.395, 1111.96/s, 555.978/s/gpu Logit Scale: 56.667 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.76074 (0.71260) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:08:02 | INFO | Train Epoch: 9 [ 821248/9187328 (9%)] Step: 40.8K | Data (t): 0.463 Batch (t): 1.390, 1133.12/s, 566.559/s/gpu Logit Scale: 56.711 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.87507 (0.74509) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:10:22 | INFO | Train Epoch: 9 [1026048/9187328 (11%)] Step: 40.9K | Data (t): 0.473 Batch (t): 1.399, 1105.35/s, 552.675/s/gpu Logit Scale: 56.330 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.96626 (0.78195) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:12:42 | INFO | Train Epoch: 9 [1230848/9187328 (13%)] Step: 41.0K | Data (t): 0.473 Batch (t): 1.398, 1115.70/s, 557.851/s/gpu Logit Scale: 56.274 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.82814 (0.78855) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:15:02 | INFO | Train Epoch: 9 [1435648/9187328 (16%)] Step: 41.1K | Data (t): 0.470 Batch (t): 1.397, 1097.44/s, 548.720/s/gpu Logit Scale: 56.153 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0196 (0.81743) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:17:21 | INFO | Train Epoch: 9 [1640448/9187328 (18%)] Step: 41.2K | Data (t): 0.461 Batch (t): 1.389, 1122.45/s, 561.223/s/gpu Logit Scale: 56.130 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.89017 (0.82551) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:19:40 | INFO | Train Epoch: 9 [1845248/9187328 (20%)] Step: 41.3K | Data (t): 0.464 Batch (t): 1.392, 1094.37/s, 547.186/s/gpu Logit Scale: 56.087 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0764 (0.85060) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:22:00 | INFO | Train Epoch: 9 [2050048/9187328 (22%)] Step: 41.4K | Data (t): 0.470 Batch (t): 1.397, 1139.32/s, 569.659/s/gpu Logit Scale: 56.031 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0081 (0.86492) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:24:19 | INFO | Train Epoch: 9 [2254848/9187328 (25%)] Step: 41.5K | Data (t): 0.470 Batch (t): 1.396, 1141.04/s, 570.522/s/gpu Logit Scale: 56.003 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0647 (0.88157) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:26:38 | INFO | Train Epoch: 9 [2459648/9187328 (27%)] Step: 41.6K | Data (t): 0.467 Batch (t): 1.393, 1072.19/s, 536.096/s/gpu Logit Scale: 56.142 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.92729 (0.88509) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:28:58 | INFO | Train Epoch: 9 [2664448/9187328 (29%)] Step: 41.7K | Data (t): 0.469 Batch (t): 1.395, 1133.33/s, 566.667/s/gpu Logit Scale: 55.918 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1735 (0.90569) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:31:17 | INFO | Train Epoch: 9 [2869248/9187328 (31%)] Step: 41.8K | Data (t): 0.461 Batch (t): 1.390, 1110.10/s, 555.051/s/gpu Logit Scale: 55.783 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.97889 (0.91057) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:33:35 | INFO | Train Epoch: 9 [3074048/9187328 (33%)] Step: 41.9K | Data (t): 0.459 Batch (t): 1.385, 1084.03/s, 542.014/s/gpu Logit Scale: 55.696 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0259 (0.91777) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:35:54 | INFO | Train Epoch: 9 [3278848/9187328 (36%)] Step: 42.0K | Data (t): 0.460 Batch (t): 1.387, 1142.61/s, 571.303/s/gpu Logit Scale: 55.796 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.95561 (0.92000) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:38:12 | INFO | Train Epoch: 9 [3483648/9187328 (38%)] Step: 42.1K | Data (t): 0.457 Batch (t): 1.383, 1139.06/s, 569.530/s/gpu Logit Scale: 55.807 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.96618 (0.92256) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:40:31 | INFO | Train Epoch: 9 [3688448/9187328 (40%)] Step: 42.2K | Data (t): 0.458 Batch (t): 1.384, 1126.69/s, 563.347/s/gpu Logit Scale: 55.757 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.92961 (0.92294) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:42:49 | INFO | Train Epoch: 9 [3893248/9187328 (42%)] Step: 42.3K | Data (t): 0.458 Batch (t): 1.383, 1173.29/s, 586.644/s/gpu Logit Scale: 55.554 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.98806 (0.92619) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:45:09 | INFO | Train Epoch: 9 [4098048/9187328 (45%)] Step: 42.4K | Data (t): 0.472 Batch (t): 1.396, 1129.88/s, 564.940/s/gpu Logit Scale: 55.546 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0962 (0.93429) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:47:28 | INFO | Train Epoch: 9 [4302848/9187328 (47%)] Step: 42.5K | Data (t): 0.468 Batch (t): 1.392, 1129.37/s, 564.683/s/gpu Logit Scale: 55.379 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0873 (0.94124) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:49:47 | INFO | Train Epoch: 9 [4507648/9187328 (49%)] Step: 42.6K | Data (t): 0.468 Batch (t): 1.393, 1105.98/s, 552.991/s/gpu Logit Scale: 55.430 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.97908 (0.94289) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:52:07 | INFO | Train Epoch: 9 [4712448/9187328 (51%)] Step: 42.7K | Data (t): 0.467 Batch (t): 1.391, 1096.63/s, 548.314/s/gpu Logit Scale: 55.315 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0496 (0.94733) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:54:30 | INFO | Train Epoch: 9 [4917248/9187328 (54%)] Step: 42.8K | Data (t): 0.505 Batch (t): 1.431, 1109.20/s, 554.601/s/gpu Logit Scale: 55.326 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.87800 (0.94456) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:56:48 | INFO | Train Epoch: 9 [5122048/9187328 (56%)] Step: 42.9K | Data (t): 0.462 Batch (t): 1.388, 1165.24/s, 582.620/s/gpu Logit Scale: 55.217 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.2034 (0.95451) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,15:59:07 | INFO | Train Epoch: 9 [5326848/9187328 (58%)] Step: 43.0K | Data (t): 0.457 Batch (t): 1.383, 1076.53/s, 538.265/s/gpu Logit Scale: 55.293 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0461 (0.95791) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:01:25 | INFO | Train Epoch: 9 [5531648/9187328 (60%)] Step: 43.1K | Data (t): 0.458 Batch (t): 1.384, 1099.08/s, 549.538/s/gpu Logit Scale: 55.311 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0932 (0.96274) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:03:44 | INFO | Train Epoch: 9 [5736448/9187328 (62%)] Step: 43.2K | Data (t): 0.459 Batch (t): 1.384, 1170.01/s, 585.006/s/gpu Logit Scale: 55.096 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1284 (0.96845) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:06:02 | INFO | Train Epoch: 9 [5941248/9187328 (65%)] Step: 43.3K | Data (t): 0.455 Batch (t): 1.381, 1143.65/s, 571.827/s/gpu Logit Scale: 55.061 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0903 (0.97251) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:08:20 | INFO | Train Epoch: 9 [6146048/9187328 (67%)] Step: 43.4K | Data (t): 0.460 Batch (t): 1.387, 1111.21/s, 555.606/s/gpu Logit Scale: 55.068 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0062 (0.97360) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:10:39 | INFO | Train Epoch: 9 [6350848/9187328 (69%)] Step: 43.5K | Data (t): 0.464 Batch (t): 1.390, 1172.81/s, 586.406/s/gpu Logit Scale: 55.021 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0201 (0.97505) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:12:58 | INFO | Train Epoch: 9 [6555648/9187328 (71%)] Step: 43.6K | Data (t): 0.462 Batch (t): 1.387, 1141.88/s, 570.938/s/gpu Logit Scale: 55.097 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1388 (0.98002) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:15:17 | INFO | Train Epoch: 9 [6760448/9187328 (74%)] Step: 43.7K | Data (t): 0.466 Batch (t): 1.391, 1102.79/s, 551.396/s/gpu Logit Scale: 54.987 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1568 (0.98522) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:17:36 | INFO | Train Epoch: 9 [6965248/9187328 (76%)] Step: 43.8K | Data (t): 0.465 Batch (t): 1.391, 1150.07/s, 575.037/s/gpu Logit Scale: 54.971 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1414 (0.98968) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:19:55 | INFO | Train Epoch: 9 [7170048/9187328 (78%)] Step: 43.9K | Data (t): 0.465 Batch (t): 1.390, 1134.40/s, 567.198/s/gpu Logit Scale: 54.888 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0787 (0.99215) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:22:15 | INFO | Train Epoch: 9 [7374848/9187328 (80%)] Step: 44.0K | Data (t): 0.468 Batch (t): 1.393, 1124.37/s, 562.183/s/gpu Logit Scale: 54.948 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1692 (0.99694) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:24:34 | INFO | Train Epoch: 9 [7579648/9187328 (83%)] Step: 44.1K | Data (t): 0.466 Batch (t): 1.392, 1121.57/s, 560.783/s/gpu Logit Scale: 54.814 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0788 (0.99909) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:26:53 | INFO | Train Epoch: 9 [7784448/9187328 (85%)] Step: 44.2K | Data (t): 0.463 Batch (t): 1.390, 1151.73/s, 575.867/s/gpu Logit Scale: 54.717 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0755 (1.0011) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:29:12 | INFO | Train Epoch: 9 [7989248/9187328 (87%)] Step: 44.3K | Data (t): 0.467 Batch (t): 1.395, 1099.66/s, 549.832/s/gpu Logit Scale: 54.768 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0069 (1.0012) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:31:33 | INFO | Train Epoch: 9 [8194048/9187328 (89%)] Step: 44.4K | Data (t): 0.465 Batch (t): 1.403, 1110.93/s, 555.463/s/gpu Logit Scale: 55.651 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.88687 (0.99841) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:33:51 | INFO | Train Epoch: 9 [8398848/9187328 (91%)] Step: 44.5K | Data (t): 0.460 Batch (t): 1.386, 1124.04/s, 562.022/s/gpu Logit Scale: 56.496 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.84304 (0.99471) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:36:10 | INFO | Train Epoch: 9 [8603648/9187328 (94%)] Step: 44.6K | Data (t): 0.462 Batch (t): 1.389, 1133.00/s, 566.502/s/gpu Logit Scale: 56.721 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.91188 (0.99278) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:38:30 | INFO | Train Epoch: 9 [8808448/9187328 (96%)] Step: 44.7K | Data (t): 0.473 Batch (t): 1.400, 1076.09/s, 538.045/s/gpu Logit Scale: 56.819 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.79350 (0.98825) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:40:50 | INFO | Train Epoch: 9 [9013248/9187328 (98%)] Step: 44.8K | Data (t): 0.470 Batch (t): 1.397, 1074.61/s, 537.306/s/gpu Logit Scale: 56.894 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.91426 (0.98661) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:42:49 | INFO | Train Epoch: 9 [9187328/9187328 (100%)] Step: 44.9K | Data (t): 0.475 Batch (t): 1.402, 2133.04/s, 1066.52/s/gpu Logit Scale: 56.745 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.88453 (0.98439) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:42:49 | INFO | Starting zero-shot imagenet.
2025-01-22,16:42:49 | INFO | Building zero-shot classifier
2025-01-22,16:43:01 | INFO | Using classifier
2025-01-22,16:45:07 | INFO | Finished zero-shot imagenet.
2025-01-22,16:45:10 | INFO | Eval Epoch: 10 [1024 / 205824]	Clip Loss: 1.417517	
2025-01-22,16:45:38 | INFO | Eval Epoch: 10 imagenet-zeroshot-val-top1: 0.2219	imagenet-zeroshot-val-top5: 0.4502	image_to_text_mean_rank: 35.4142	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4389	image_to_text_R@5: 0.6793	image_to_text_R@10: 0.7620	text_to_image_mean_rank: 43.9950	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4304	text_to_image_R@5: 0.6733	text_to_image_R@10: 0.7577	clip_val_loss: 1.3023	epoch: 10.0000	num_samples: 8678.0000
2025-01-22,16:45:40 | INFO | Start epoch 10
2025-01-22,16:45:44 | INFO | Train Epoch: 10 [   2048/9187328 (0%)] Step: 44.9K | Data (t): 3.544 Batch (t): 4.434, 461.904/s, 230.952/s/gpu Logit Scale: 56.747 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.79131 (0.79131) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:48:06 | INFO | Train Epoch: 10 [ 206848/9187328 (2%)] Step: 45.0K | Data (t): 0.488 Batch (t): 1.415, 1109.95/s, 554.974/s/gpu Logit Scale: 57.701 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0106 (0.90095) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:50:28 | INFO | Train Epoch: 10 [ 411648/9187328 (4%)] Step: 45.1K | Data (t): 0.493 Batch (t): 1.422, 1084.89/s, 542.444/s/gpu Logit Scale: 57.832 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.72580 (0.84256) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:52:50 | INFO | Train Epoch: 10 [ 616448/9187328 (7%)] Step: 45.2K | Data (t): 0.493 Batch (t): 1.420, 1059.92/s, 529.960/s/gpu Logit Scale: 58.038 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.47294 (0.75016) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:55:11 | INFO | Train Epoch: 10 [ 821248/9187328 (9%)] Step: 45.3K | Data (t): 0.484 Batch (t): 1.411, 1103.84/s, 551.919/s/gpu Logit Scale: 58.147 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.64948 (0.73002) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:57:33 | INFO | Train Epoch: 10 [1026048/9187328 (11%)] Step: 45.4K | Data (t): 0.489 Batch (t): 1.416, 1049.15/s, 524.575/s/gpu Logit Scale: 58.206 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.79146 (0.74026) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,16:59:54 | INFO | Train Epoch: 10 [1230848/9187328 (13%)] Step: 45.5K | Data (t): 0.486 Batch (t): 1.413, 1141.58/s, 570.789/s/gpu Logit Scale: 57.992 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.92142 (0.76614) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:02:15 | INFO | Train Epoch: 10 [1435648/9187328 (16%)] Step: 45.6K | Data (t): 0.482 Batch (t): 1.410, 1069.25/s, 534.624/s/gpu Logit Scale: 58.148 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.89482 (0.78223) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:04:37 | INFO | Train Epoch: 10 [1640448/9187328 (18%)] Step: 45.7K | Data (t): 0.486 Batch (t): 1.415, 1103.71/s, 551.854/s/gpu Logit Scale: 57.844 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.87311 (0.79232) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:06:58 | INFO | Train Epoch: 10 [1845248/9187328 (20%)] Step: 45.8K | Data (t): 0.485 Batch (t): 1.414, 1079.98/s, 539.989/s/gpu Logit Scale: 57.869 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.67410 (0.78050) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:09:19 | INFO | Train Epoch: 10 [2050048/9187328 (22%)] Step: 45.9K | Data (t): 0.484 Batch (t): 1.414, 1120.29/s, 560.146/s/gpu Logit Scale: 57.685 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.82647 (0.78468) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:11:40 | INFO | Train Epoch: 10 [2254848/9187328 (25%)] Step: 46.0K | Data (t): 0.478 Batch (t): 1.407, 1100.01/s, 550.003/s/gpu Logit Scale: 57.605 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.97818 (0.80081) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:14:01 | INFO | Train Epoch: 10 [2459648/9187328 (27%)] Step: 46.1K | Data (t): 0.479 Batch (t): 1.407, 1118.83/s, 559.413/s/gpu Logit Scale: 57.483 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.89690 (0.80820) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:16:22 | INFO | Train Epoch: 10 [2664448/9187328 (29%)] Step: 46.2K | Data (t): 0.486 Batch (t): 1.416, 1134.91/s, 567.457/s/gpu Logit Scale: 57.161 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.82826 (0.80963) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:18:43 | INFO | Train Epoch: 10 [2869248/9187328 (31%)] Step: 46.3K | Data (t): 0.475 Batch (t): 1.405, 1129.22/s, 564.611/s/gpu Logit Scale: 57.392 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.91136 (0.81641) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:21:03 | INFO | Train Epoch: 10 [3074048/9187328 (33%)] Step: 46.4K | Data (t): 0.469 Batch (t): 1.398, 1137.96/s, 568.980/s/gpu Logit Scale: 57.274 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.84364 (0.81811) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:23:22 | INFO | Train Epoch: 10 [3278848/9187328 (36%)] Step: 46.5K | Data (t): 0.467 Batch (t): 1.396, 1132.59/s, 566.294/s/gpu Logit Scale: 57.083 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.98559 (0.82797) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:25:42 | INFO | Train Epoch: 10 [3483648/9187328 (38%)] Step: 46.6K | Data (t): 0.472 Batch (t): 1.401, 1119.73/s, 559.865/s/gpu Logit Scale: 56.910 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.96378 (0.83551) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:28:03 | INFO | Train Epoch: 10 [3688448/9187328 (40%)] Step: 46.7K | Data (t): 0.472 Batch (t): 1.402, 1101.48/s, 550.741/s/gpu Logit Scale: 56.927 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.91365 (0.83962) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:30:23 | INFO | Train Epoch: 10 [3893248/9187328 (42%)] Step: 46.8K | Data (t): 0.473 Batch (t): 1.401, 1128.62/s, 564.309/s/gpu Logit Scale: 56.860 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.89214 (0.84225) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:32:43 | INFO | Train Epoch: 10 [4098048/9187328 (45%)] Step: 46.9K | Data (t): 0.473 Batch (t): 1.401, 1094.76/s, 547.381/s/gpu Logit Scale: 56.802 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0757 (0.85337) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:35:03 | INFO | Train Epoch: 10 [4302848/9187328 (47%)] Step: 47.0K | Data (t): 0.475 Batch (t): 1.403, 1144.12/s, 572.060/s/gpu Logit Scale: 56.677 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.86439 (0.85387) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:37:24 | INFO | Train Epoch: 10 [4507648/9187328 (49%)] Step: 47.1K | Data (t): 0.475 Batch (t): 1.403, 1094.89/s, 547.446/s/gpu Logit Scale: 56.633 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0027 (0.86034) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:39:45 | INFO | Train Epoch: 10 [4712448/9187328 (51%)] Step: 47.2K | Data (t): 0.481 Batch (t): 1.410, 1108.64/s, 554.319/s/gpu Logit Scale: 56.440 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0558 (0.86848) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:42:04 | INFO | Train Epoch: 10 [4917248/9187328 (54%)] Step: 47.3K | Data (t): 0.469 Batch (t): 1.399, 1139.11/s, 569.557/s/gpu Logit Scale: 56.631 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.97261 (0.87265) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:44:25 | INFO | Train Epoch: 10 [5122048/9187328 (56%)] Step: 47.4K | Data (t): 0.479 Batch (t): 1.408, 1090.07/s, 545.036/s/gpu Logit Scale: 56.630 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.94913 (0.87559) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:46:45 | INFO | Train Epoch: 10 [5326848/9187328 (58%)] Step: 47.5K | Data (t): 0.470 Batch (t): 1.399, 1114.45/s, 557.225/s/gpu Logit Scale: 56.489 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.83553 (0.87411) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:49:05 | INFO | Train Epoch: 10 [5531648/9187328 (60%)] Step: 47.6K | Data (t): 0.474 Batch (t): 1.403, 1153.40/s, 576.700/s/gpu Logit Scale: 56.368 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0764 (0.88133) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:51:27 | INFO | Train Epoch: 10 [5736448/9187328 (62%)] Step: 47.7K | Data (t): 0.488 Batch (t): 1.417, 1123.57/s, 561.785/s/gpu Logit Scale: 56.437 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0043 (0.88557) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:53:49 | INFO | Train Epoch: 10 [5941248/9187328 (65%)] Step: 47.8K | Data (t): 0.488 Batch (t): 1.418, 1098.43/s, 549.213/s/gpu Logit Scale: 56.286 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0009 (0.88942) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:56:09 | INFO | Train Epoch: 10 [6146048/9187328 (67%)] Step: 47.9K | Data (t): 0.475 Batch (t): 1.403, 1098.19/s, 549.094/s/gpu Logit Scale: 56.279 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.99032 (0.89267) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,17:58:30 | INFO | Train Epoch: 10 [6350848/9187328 (69%)] Step: 48.0K | Data (t): 0.484 Batch (t): 1.412, 1104.91/s, 552.455/s/gpu Logit Scale: 56.650 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.93666 (0.89405) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:00:51 | INFO | Train Epoch: 10 [6555648/9187328 (71%)] Step: 48.1K | Data (t): 0.481 Batch (t): 1.411, 1116.44/s, 558.218/s/gpu Logit Scale: 56.425 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0068 (0.89747) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:03:12 | INFO | Train Epoch: 10 [6760448/9187328 (74%)] Step: 48.2K | Data (t): 0.479 Batch (t): 1.407, 1128.95/s, 564.476/s/gpu Logit Scale: 56.240 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.98036 (0.89990) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:05:32 | INFO | Train Epoch: 10 [6965248/9187328 (76%)] Step: 48.3K | Data (t): 0.476 Batch (t): 1.403, 1122.68/s, 561.342/s/gpu Logit Scale: 55.983 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0691 (0.90474) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:07:52 | INFO | Train Epoch: 10 [7170048/9187328 (78%)] Step: 48.4K | Data (t): 0.471 Batch (t): 1.399, 1146.06/s, 573.030/s/gpu Logit Scale: 56.090 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.1078 (0.91038) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:10:13 | INFO | Train Epoch: 10 [7374848/9187328 (80%)] Step: 48.5K | Data (t): 0.474 Batch (t): 1.403, 1121.61/s, 560.804/s/gpu Logit Scale: 55.959 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0033 (0.91289) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:12:33 | INFO | Train Epoch: 10 [7579648/9187328 (83%)] Step: 48.6K | Data (t): 0.474 Batch (t): 1.402, 1086.97/s, 543.487/s/gpu Logit Scale: 55.900 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.93334 (0.91343) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:14:53 | INFO | Train Epoch: 10 [7784448/9187328 (85%)] Step: 48.7K | Data (t): 0.470 Batch (t): 1.399, 1158.23/s, 579.115/s/gpu Logit Scale: 55.918 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0775 (0.91763) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:17:13 | INFO | Train Epoch: 10 [7989248/9187328 (87%)] Step: 48.8K | Data (t): 0.473 Batch (t): 1.402, 1095.57/s, 547.785/s/gpu Logit Scale: 55.922 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0218 (0.92024) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:19:35 | INFO | Train Epoch: 10 [8194048/9187328 (89%)] Step: 48.9K | Data (t): 0.460 Batch (t): 1.422, 1108.64/s, 554.318/s/gpu Logit Scale: 56.759 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.84939 (0.91851) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:21:57 | INFO | Train Epoch: 10 [8398848/9187328 (91%)] Step: 49.0K | Data (t): 0.491 Batch (t): 1.420, 1120.39/s, 560.194/s/gpu Logit Scale: 57.402 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.82264 (0.91623) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:24:18 | INFO | Train Epoch: 10 [8603648/9187328 (94%)] Step: 49.1K | Data (t): 0.481 Batch (t): 1.411, 1099.31/s, 549.656/s/gpu Logit Scale: 57.720 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.73578 (0.91203) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:26:39 | INFO | Train Epoch: 10 [8808448/9187328 (96%)] Step: 49.2K | Data (t): 0.476 Batch (t): 1.406, 1116.28/s, 558.140/s/gpu Logit Scale: 58.072 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.73899 (0.90810) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:29:00 | INFO | Train Epoch: 10 [9013248/9187328 (98%)] Step: 49.3K | Data (t): 0.477 Batch (t): 1.407, 1133.42/s, 566.711/s/gpu Logit Scale: 58.273 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.80204 (0.90574) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:30:58 | INFO | Train Epoch: 10 [9187328/9187328 (100%)] Step: 49.3K | Data (t): 0.469 Batch (t): 1.397, 2129.86/s, 1064.93/s/gpu Logit Scale: 58.297 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.80574 (0.90357) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:30:58 | INFO | Starting zero-shot imagenet.
2025-01-22,18:30:58 | INFO | Building zero-shot classifier
2025-01-22,18:31:13 | INFO | Using classifier
2025-01-22,18:33:18 | INFO | Finished zero-shot imagenet.
2025-01-22,18:33:22 | INFO | Eval Epoch: 11 [1024 / 205824]	Clip Loss: 1.432282	
2025-01-22,18:33:50 | INFO | Eval Epoch: 11 imagenet-zeroshot-val-top1: 0.2172	imagenet-zeroshot-val-top5: 0.4487	image_to_text_mean_rank: 35.2562	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4476	image_to_text_R@5: 0.6874	image_to_text_R@10: 0.7618	text_to_image_mean_rank: 42.8350	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4435	text_to_image_R@5: 0.6850	text_to_image_R@10: 0.7614	clip_val_loss: 1.3131	epoch: 11.0000	num_samples: 8678.0000
2025-01-22,18:33:52 | INFO | Start epoch 11
2025-01-22,18:33:56 | INFO | Train Epoch: 11 [   2048/9187328 (0%)] Step: 49.3K | Data (t): 3.565 Batch (t): 4.462, 458.942/s, 229.471/s/gpu Logit Scale: 58.298 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.70672 (0.70672) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:36:17 | INFO | Train Epoch: 11 [ 206848/9187328 (2%)] Step: 49.4K | Data (t): 0.477 Batch (t): 1.405, 1136.49/s, 568.245/s/gpu Logit Scale: 59.074 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.58609 (0.64640) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:38:37 | INFO | Train Epoch: 11 [ 411648/9187328 (4%)] Step: 49.5K | Data (t): 0.473 Batch (t): 1.402, 1130.68/s, 565.339/s/gpu Logit Scale: 59.101 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.60265 (0.63182) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:40:57 | INFO | Train Epoch: 11 [ 616448/9187328 (7%)] Step: 49.6K | Data (t): 0.476 Batch (t): 1.404, 1098.30/s, 549.149/s/gpu Logit Scale: 59.461 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.58595 (0.62035) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:43:18 | INFO | Train Epoch: 11 [ 821248/9187328 (9%)] Step: 49.7K | Data (t): 0.475 Batch (t): 1.404, 1134.08/s, 567.042/s/gpu Logit Scale: 59.472 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.61382 (0.61904) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:45:38 | INFO | Train Epoch: 11 [1026048/9187328 (11%)] Step: 49.8K | Data (t): 0.476 Batch (t): 1.405, 1115.63/s, 557.814/s/gpu Logit Scale: 59.518 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.65781 (0.62550) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:47:58 | INFO | Train Epoch: 11 [1230848/9187328 (13%)] Step: 49.9K | Data (t): 0.473 Batch (t): 1.402, 1117.57/s, 558.783/s/gpu Logit Scale: 58.869 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.69845 (0.63592) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:50:18 | INFO | Train Epoch: 11 [1435648/9187328 (16%)] Step: 50.0K | Data (t): 0.469 Batch (t): 1.398, 1143.25/s, 571.625/s/gpu Logit Scale: 59.083 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.76361 (0.65189) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:52:39 | INFO | Train Epoch: 11 [1640448/9187328 (18%)] Step: 50.1K | Data (t): 0.476 Batch (t): 1.405, 1114.64/s, 557.321/s/gpu Logit Scale: 58.940 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.70978 (0.65832) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:54:59 | INFO | Train Epoch: 11 [1845248/9187328 (20%)] Step: 50.2K | Data (t): 0.477 Batch (t): 1.405, 1111.30/s, 555.650/s/gpu Logit Scale: 58.890 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.55795 (0.64828) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:57:19 | INFO | Train Epoch: 11 [2050048/9187328 (22%)] Step: 50.3K | Data (t): 0.469 Batch (t): 1.398, 1111.40/s, 555.700/s/gpu Logit Scale: 58.668 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.86182 (0.66769) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,18:59:39 | INFO | Train Epoch: 11 [2254848/9187328 (25%)] Step: 50.4K | Data (t): 0.473 Batch (t): 1.402, 1076.50/s, 538.248/s/gpu Logit Scale: 58.629 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.93698 (0.69014) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:02:00 | INFO | Train Epoch: 11 [2459648/9187328 (27%)] Step: 50.5K | Data (t): 0.477 Batch (t): 1.406, 1092.38/s, 546.192/s/gpu Logit Scale: 58.432 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.76524 (0.69591) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:04:20 | INFO | Train Epoch: 11 [2664448/9187328 (29%)] Step: 50.6K | Data (t): 0.476 Batch (t): 1.406, 1122.35/s, 561.177/s/gpu Logit Scale: 58.287 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.86184 (0.70776) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:06:41 | INFO | Train Epoch: 11 [2869248/9187328 (31%)] Step: 50.7K | Data (t): 0.480 Batch (t): 1.409, 1113.67/s, 556.837/s/gpu Logit Scale: 58.333 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.77369 (0.71216) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:09:02 | INFO | Train Epoch: 11 [3074048/9187328 (33%)] Step: 50.8K | Data (t): 0.481 Batch (t): 1.412, 1108.19/s, 554.094/s/gpu Logit Scale: 58.180 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.86016 (0.72141) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:11:23 | INFO | Train Epoch: 11 [3278848/9187328 (36%)] Step: 50.9K | Data (t): 0.481 Batch (t): 1.410, 1108.28/s, 554.141/s/gpu Logit Scale: 58.333 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.92684 (0.73349) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:13:45 | INFO | Train Epoch: 11 [3483648/9187328 (38%)] Step: 51.0K | Data (t): 0.479 Batch (t): 1.412, 1065.58/s, 532.791/s/gpu Logit Scale: 58.066 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.88892 (0.74213) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:16:05 | INFO | Train Epoch: 11 [3688448/9187328 (40%)] Step: 51.1K | Data (t): 0.479 Batch (t): 1.409, 1148.10/s, 574.050/s/gpu Logit Scale: 58.048 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.88672 (0.74974) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:18:25 | INFO | Train Epoch: 11 [3893248/9187328 (42%)] Step: 51.2K | Data (t): 0.468 Batch (t): 1.397, 1119.11/s, 559.555/s/gpu Logit Scale: 58.096 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.83166 (0.75383) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:20:46 | INFO | Train Epoch: 11 [4098048/9187328 (45%)] Step: 51.3K | Data (t): 0.482 Batch (t): 1.411, 1077.44/s, 538.721/s/gpu Logit Scale: 57.937 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.91994 (0.76174) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:23:07 | INFO | Train Epoch: 11 [4302848/9187328 (47%)] Step: 51.4K | Data (t): 0.484 Batch (t): 1.412, 1083.75/s, 541.874/s/gpu Logit Scale: 58.062 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.90390 (0.76821) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:25:29 | INFO | Train Epoch: 11 [4507648/9187328 (49%)] Step: 51.5K | Data (t): 0.490 Batch (t): 1.419, 1108.47/s, 554.235/s/gpu Logit Scale: 57.974 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.99424 (0.77803) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:27:52 | INFO | Train Epoch: 11 [4712448/9187328 (51%)] Step: 51.6K | Data (t): 0.499 Batch (t): 1.427, 1098.70/s, 549.348/s/gpu Logit Scale: 57.842 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.94748 (0.78509) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:30:13 | INFO | Train Epoch: 11 [4917248/9187328 (54%)] Step: 51.7K | Data (t): 0.486 Batch (t): 1.414, 1071.68/s, 535.838/s/gpu Logit Scale: 57.865 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.88224 (0.78898) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:32:34 | INFO | Train Epoch: 11 [5122048/9187328 (56%)] Step: 51.8K | Data (t): 0.476 Batch (t): 1.405, 1122.49/s, 561.247/s/gpu Logit Scale: 57.922 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.90420 (0.79341) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:34:55 | INFO | Train Epoch: 11 [5326848/9187328 (58%)] Step: 51.9K | Data (t): 0.481 Batch (t): 1.409, 1083.75/s, 541.873/s/gpu Logit Scale: 57.777 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.90561 (0.79757) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:37:15 | INFO | Train Epoch: 11 [5531648/9187328 (60%)] Step: 52.0K | Data (t): 0.472 Batch (t): 1.401, 1117.28/s, 558.639/s/gpu Logit Scale: 57.508 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0050 (0.80497) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:39:35 | INFO | Train Epoch: 11 [5736448/9187328 (62%)] Step: 52.1K | Data (t): 0.477 Batch (t): 1.406, 1118.07/s, 559.034/s/gpu Logit Scale: 57.493 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.81879 (0.80545) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:41:55 | INFO | Train Epoch: 11 [5941248/9187328 (65%)] Step: 52.2K | Data (t): 0.467 Batch (t): 1.395, 1014.02/s, 507.011/s/gpu Logit Scale: 57.522 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.95224 (0.81034) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:44:15 | INFO | Train Epoch: 11 [6146048/9187328 (67%)] Step: 52.3K | Data (t): 0.475 Batch (t): 1.404, 1100.06/s, 550.032/s/gpu Logit Scale: 57.704 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.89761 (0.81316) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:46:36 | INFO | Train Epoch: 11 [6350848/9187328 (69%)] Step: 52.4K | Data (t): 0.479 Batch (t): 1.407, 1113.47/s, 556.736/s/gpu Logit Scale: 57.722 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.86001 (0.81462) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:48:57 | INFO | Train Epoch: 11 [6555648/9187328 (71%)] Step: 52.5K | Data (t): 0.476 Batch (t): 1.405, 1080.79/s, 540.395/s/gpu Logit Scale: 57.527 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.94472 (0.81856) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:51:17 | INFO | Train Epoch: 11 [6760448/9187328 (74%)] Step: 52.6K | Data (t): 0.472 Batch (t): 1.400, 1097.32/s, 548.658/s/gpu Logit Scale: 57.586 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.92148 (0.82159) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:53:38 | INFO | Train Epoch: 11 [6965248/9187328 (76%)] Step: 52.7K | Data (t): 0.481 Batch (t): 1.410, 1091.29/s, 545.647/s/gpu Logit Scale: 57.388 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.95954 (0.82553) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:55:59 | INFO | Train Epoch: 11 [7170048/9187328 (78%)] Step: 52.8K | Data (t): 0.486 Batch (t): 1.416, 1114.03/s, 557.013/s/gpu Logit Scale: 57.285 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.89609 (0.82749) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,19:58:22 | INFO | Train Epoch: 11 [7374848/9187328 (80%)] Step: 52.9K | Data (t): 0.498 Batch (t): 1.429, 1043.87/s, 521.936/s/gpu Logit Scale: 57.188 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.97868 (0.83158) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:00:44 | INFO | Train Epoch: 11 [7579648/9187328 (83%)] Step: 53.0K | Data (t): 0.488 Batch (t): 1.417, 1112.91/s, 556.454/s/gpu Logit Scale: 57.254 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.91674 (0.83382) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:03:04 | INFO | Train Epoch: 11 [7784448/9187328 (85%)] Step: 53.1K | Data (t): 0.477 Batch (t): 1.407, 1082.54/s, 541.272/s/gpu Logit Scale: 57.249 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.72940 (0.83114) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:05:25 | INFO | Train Epoch: 11 [7989248/9187328 (87%)] Step: 53.2K | Data (t): 0.476 Batch (t): 1.405, 1131.93/s, 565.964/s/gpu Logit Scale: 57.169 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.95166 (0.83415) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:07:47 | INFO | Train Epoch: 11 [8194048/9187328 (89%)] Step: 53.3K | Data (t): 0.497 Batch (t): 1.420, 1134.94/s, 567.469/s/gpu Logit Scale: 58.044 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.78027 (0.83284) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:10:08 | INFO | Train Epoch: 11 [8398848/9187328 (91%)] Step: 53.4K | Data (t): 0.480 Batch (t): 1.408, 1110.49/s, 555.245/s/gpu Logit Scale: 58.772 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.71913 (0.83013) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:12:28 | INFO | Train Epoch: 11 [8603648/9187328 (94%)] Step: 53.5K | Data (t): 0.475 Batch (t): 1.405, 1085.52/s, 542.761/s/gpu Logit Scale: 59.217 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.73950 (0.82803) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:14:49 | INFO | Train Epoch: 11 [8808448/9187328 (96%)] Step: 53.6K | Data (t): 0.474 Batch (t): 1.404, 1090.63/s, 545.315/s/gpu Logit Scale: 59.502 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.78620 (0.82707) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:17:09 | INFO | Train Epoch: 11 [9013248/9187328 (98%)] Step: 53.7K | Data (t): 0.477 Batch (t): 1.405, 1137.16/s, 568.578/s/gpu Logit Scale: 59.674 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.70062 (0.82426) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:19:09 | INFO | Train Epoch: 11 [9187328/9187328 (100%)] Step: 53.8K | Data (t): 0.481 Batch (t): 1.409, 2127.84/s, 1063.92/s/gpu Logit Scale: 59.575 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.87210 (0.82530) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:19:09 | INFO | Starting zero-shot imagenet.
2025-01-22,20:19:09 | INFO | Building zero-shot classifier
2025-01-22,20:19:20 | INFO | Using classifier
2025-01-22,20:21:27 | INFO | Finished zero-shot imagenet.
2025-01-22,20:21:30 | INFO | Eval Epoch: 12 [1024 / 205824]	Clip Loss: 1.452850	
2025-01-22,20:21:58 | INFO | Eval Epoch: 12 imagenet-zeroshot-val-top1: 0.2274	imagenet-zeroshot-val-top5: 0.4586	image_to_text_mean_rank: 34.9786	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4483	image_to_text_R@5: 0.6946	image_to_text_R@10: 0.7717	text_to_image_mean_rank: 42.5924	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4418	text_to_image_R@5: 0.6915	text_to_image_R@10: 0.7668	clip_val_loss: 1.3255	epoch: 12.0000	num_samples: 8678.0000
2025-01-22,20:22:00 | INFO | Start epoch 12
2025-01-22,20:22:05 | INFO | Train Epoch: 12 [   2048/9187328 (0%)] Step: 53.8K | Data (t): 3.749 Batch (t): 4.672, 438.394/s, 219.197/s/gpu Logit Scale: 59.565 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.59414 (0.59414) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:24:27 | INFO | Train Epoch: 12 [ 206848/9187328 (2%)] Step: 53.9K | Data (t): 0.499 Batch (t): 1.428, 1086.88/s, 543.439/s/gpu Logit Scale: 60.597 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.53609 (0.56512) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:26:50 | INFO | Train Epoch: 12 [ 411648/9187328 (4%)] Step: 54.0K | Data (t): 0.503 Batch (t): 1.431, 1111.50/s, 555.748/s/gpu Logit Scale: 60.876 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.58106 (0.57043) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:29:11 | INFO | Train Epoch: 12 [ 616448/9187328 (7%)] Step: 54.1K | Data (t): 0.476 Batch (t): 1.405, 1057.66/s, 528.828/s/gpu Logit Scale: 61.299 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.74746 (0.61469) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:31:32 | INFO | Train Epoch: 12 [ 821248/9187328 (9%)] Step: 54.2K | Data (t): 0.475 Batch (t): 1.405, 1071.84/s, 535.920/s/gpu Logit Scale: 61.013 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.52303 (0.59636) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:33:52 | INFO | Train Epoch: 12 [1026048/9187328 (11%)] Step: 54.3K | Data (t): 0.478 Batch (t): 1.408, 1059.67/s, 529.834/s/gpu Logit Scale: 60.860 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.53413 (0.58599) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:36:13 | INFO | Train Epoch: 12 [1230848/9187328 (13%)] Step: 54.4K | Data (t): 0.478 Batch (t): 1.408, 1106.50/s, 553.248/s/gpu Logit Scale: 60.621 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.71655 (0.60464) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:38:35 | INFO | Train Epoch: 12 [1435648/9187328 (16%)] Step: 54.5K | Data (t): 0.484 Batch (t): 1.414, 1085.72/s, 542.862/s/gpu Logit Scale: 60.618 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.68086 (0.61416) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:40:55 | INFO | Train Epoch: 12 [1640448/9187328 (18%)] Step: 54.6K | Data (t): 0.475 Batch (t): 1.405, 1134.28/s, 567.141/s/gpu Logit Scale: 60.573 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.65150 (0.61831) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:43:16 | INFO | Train Epoch: 12 [1845248/9187328 (20%)] Step: 54.7K | Data (t): 0.477 Batch (t): 1.412, 1058.17/s, 529.084/s/gpu Logit Scale: 60.086 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.54770 (0.61125) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:45:37 | INFO | Train Epoch: 12 [2050048/9187328 (22%)] Step: 54.8K | Data (t): 0.477 Batch (t): 1.408, 1117.59/s, 558.796/s/gpu Logit Scale: 60.028 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.83391 (0.63149) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:47:57 | INFO | Train Epoch: 12 [2254848/9187328 (25%)] Step: 54.9K | Data (t): 0.471 Batch (t): 1.399, 1123.91/s, 561.957/s/gpu Logit Scale: 60.276 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.76950 (0.64299) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:50:17 | INFO | Train Epoch: 12 [2459648/9187328 (27%)] Step: 55.0K | Data (t): 0.471 Batch (t): 1.404, 1148.24/s, 574.119/s/gpu Logit Scale: 60.008 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.61534 (0.64087) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:52:39 | INFO | Train Epoch: 12 [2664448/9187328 (29%)] Step: 55.1K | Data (t): 0.482 Batch (t): 1.412, 1101.59/s, 550.793/s/gpu Logit Scale: 59.847 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.80196 (0.65237) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:55:00 | INFO | Train Epoch: 12 [2869248/9187328 (31%)] Step: 55.2K | Data (t): 0.478 Batch (t): 1.410, 1114.38/s, 557.192/s/gpu Logit Scale: 59.735 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.71909 (0.65682) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:57:20 | INFO | Train Epoch: 12 [3074048/9187328 (33%)] Step: 55.3K | Data (t): 0.477 Batch (t): 1.409, 1119.65/s, 559.826/s/gpu Logit Scale: 59.639 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.72370 (0.66100) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,20:59:41 | INFO | Train Epoch: 12 [3278848/9187328 (36%)] Step: 55.4K | Data (t): 0.471 Batch (t): 1.403, 1130.87/s, 565.434/s/gpu Logit Scale: 59.656 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.84084 (0.67158) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:02:02 | INFO | Train Epoch: 12 [3483648/9187328 (38%)] Step: 55.5K | Data (t): 0.476 Batch (t): 1.407, 1114.82/s, 557.410/s/gpu Logit Scale: 59.757 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.78911 (0.67811) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:04:24 | INFO | Train Epoch: 12 [3688448/9187328 (40%)] Step: 55.6K | Data (t): 0.495 Batch (t): 1.427, 1082.41/s, 541.207/s/gpu Logit Scale: 59.618 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.87483 (0.68846) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:06:46 | INFO | Train Epoch: 12 [3893248/9187328 (42%)] Step: 55.7K | Data (t): 0.486 Batch (t): 1.421, 1122.56/s, 561.280/s/gpu Logit Scale: 59.512 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.72411 (0.69025) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:09:07 | INFO | Train Epoch: 12 [4098048/9187328 (45%)] Step: 55.8K | Data (t): 0.473 Batch (t): 1.405, 1087.56/s, 543.779/s/gpu Logit Scale: 59.597 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.84880 (0.69780) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:11:30 | INFO | Train Epoch: 12 [4302848/9187328 (47%)] Step: 55.9K | Data (t): 0.494 Batch (t): 1.427, 1100.91/s, 550.457/s/gpu Logit Scale: 59.397 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.74565 (0.69997) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:13:52 | INFO | Train Epoch: 12 [4507648/9187328 (49%)] Step: 56.0K | Data (t): 0.492 Batch (t): 1.424, 1119.86/s, 559.931/s/gpu Logit Scale: 59.318 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.71838 (0.70077) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:16:14 | INFO | Train Epoch: 12 [4712448/9187328 (51%)] Step: 56.1K | Data (t): 0.490 Batch (t): 1.420, 1118.98/s, 559.488/s/gpu Logit Scale: 59.025 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.84178 (0.70665) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:18:35 | INFO | Train Epoch: 12 [4917248/9187328 (54%)] Step: 56.2K | Data (t): 0.479 Batch (t): 1.412, 1104.09/s, 552.046/s/gpu Logit Scale: 59.020 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.79699 (0.71026) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:20:59 | INFO | Train Epoch: 12 [5122048/9187328 (56%)] Step: 56.3K | Data (t): 0.502 Batch (t): 1.436, 1113.57/s, 556.786/s/gpu Logit Scale: 58.960 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.81494 (0.71429) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:23:20 | INFO | Train Epoch: 12 [5326848/9187328 (58%)] Step: 56.4K | Data (t): 0.477 Batch (t): 1.410, 1035.07/s, 517.533/s/gpu Logit Scale: 58.817 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.88070 (0.72045) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:25:42 | INFO | Train Epoch: 12 [5531648/9187328 (60%)] Step: 56.5K | Data (t): 0.487 Batch (t): 1.420, 1114.82/s, 557.411/s/gpu Logit Scale: 58.826 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.85360 (0.72521) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:28:02 | INFO | Train Epoch: 12 [5736448/9187328 (62%)] Step: 56.6K | Data (t): 0.477 Batch (t): 1.406, 1110.75/s, 555.375/s/gpu Logit Scale: 58.680 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.74568 (0.72591) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:30:24 | INFO | Train Epoch: 12 [5941248/9187328 (65%)] Step: 56.7K | Data (t): 0.484 Batch (t): 1.416, 1062.87/s, 531.435/s/gpu Logit Scale: 58.824 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.93966 (0.73304) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:32:46 | INFO | Train Epoch: 12 [6146048/9187328 (67%)] Step: 56.8K | Data (t): 0.485 Batch (t): 1.418, 1112.12/s, 556.060/s/gpu Logit Scale: 58.959 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 1.0131 (0.74207) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:35:09 | INFO | Train Epoch: 12 [6350848/9187328 (69%)] Step: 56.9K | Data (t): 0.500 Batch (t): 1.431, 1098.02/s, 549.012/s/gpu Logit Scale: 58.600 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.88976 (0.74669) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:37:31 | INFO | Train Epoch: 12 [6555648/9187328 (71%)] Step: 57.0K | Data (t): 0.483 Batch (t): 1.417, 1072.66/s, 536.328/s/gpu Logit Scale: 58.867 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.91867 (0.75190) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:39:51 | INFO | Train Epoch: 12 [6760448/9187328 (74%)] Step: 57.1K | Data (t): 0.478 Batch (t): 1.409, 1098.17/s, 549.084/s/gpu Logit Scale: 58.670 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.89007 (0.75596) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:42:12 | INFO | Train Epoch: 12 [6965248/9187328 (76%)] Step: 57.2K | Data (t): 0.469 Batch (t): 1.403, 1122.20/s, 561.099/s/gpu Logit Scale: 58.630 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.83710 (0.75828) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:44:32 | INFO | Train Epoch: 12 [7170048/9187328 (78%)] Step: 57.3K | Data (t): 0.474 Batch (t): 1.407, 1021.33/s, 510.665/s/gpu Logit Scale: 58.458 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.81954 (0.75998) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:46:53 | INFO | Train Epoch: 12 [7374848/9187328 (80%)] Step: 57.4K | Data (t): 0.473 Batch (t): 1.405, 1034.86/s, 517.428/s/gpu Logit Scale: 58.630 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.78465 (0.76065) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:49:13 | INFO | Train Epoch: 12 [7579648/9187328 (83%)] Step: 57.5K | Data (t): 0.468 Batch (t): 1.400, 1123.98/s, 561.988/s/gpu Logit Scale: 58.448 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.79106 (0.76145) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:51:34 | INFO | Train Epoch: 12 [7784448/9187328 (85%)] Step: 57.6K | Data (t): 0.479 Batch (t): 1.410, 1096.00/s, 547.998/s/gpu Logit Scale: 58.336 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.92167 (0.76556) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:53:55 | INFO | Train Epoch: 12 [7989248/9187328 (87%)] Step: 57.7K | Data (t): 0.475 Batch (t): 1.408, 1104.27/s, 552.136/s/gpu Logit Scale: 58.467 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.84813 (0.76762) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:56:17 | INFO | Train Epoch: 12 [8194048/9187328 (89%)] Step: 57.8K | Data (t): 0.443 Batch (t): 1.420, 1183.03/s, 591.513/s/gpu Logit Scale: 59.308 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.60671 (0.76370) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,21:58:38 | INFO | Train Epoch: 12 [8398848/9187328 (91%)] Step: 57.9K | Data (t): 0.488 Batch (t): 1.410, 2113.31/s, 1056.66/s/gpu Logit Scale: 60.029 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.68908 (0.76192) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:00:59 | INFO | Train Epoch: 12 [8603648/9187328 (94%)] Step: 58.0K | Data (t): 0.480 Batch (t): 1.411, 2123.64/s, 1061.82/s/gpu Logit Scale: 60.505 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.65602 (0.75946) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:03:20 | INFO | Train Epoch: 12 [8808448/9187328 (96%)] Step: 58.1K | Data (t): 0.476 Batch (t): 1.408, 2124.34/s, 1062.17/s/gpu Logit Scale: 60.729 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.66149 (0.75723) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:05:41 | INFO | Train Epoch: 12 [9013248/9187328 (98%)] Step: 58.2K | Data (t): 0.475 Batch (t): 1.408, 2135.64/s, 1067.82/s/gpu Logit Scale: 61.093 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.61308 (0.75403) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:07:41 | INFO | Train Epoch: 12 [9187328/9187328 (100%)] Step: 58.3K | Data (t): 0.497 Batch (t): 1.423, 2098.53/s, 1049.27/s/gpu Logit Scale: 60.930 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.74702 (0.75387) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:07:41 | INFO | Starting zero-shot imagenet.
2025-01-22,22:07:41 | INFO | Building zero-shot classifier
2025-01-22,22:07:53 | INFO | Using classifier
2025-01-22,22:10:00 | INFO | Finished zero-shot imagenet.
2025-01-22,22:10:03 | INFO | Eval Epoch: 13 [1024 / 205824]	Clip Loss: 1.463781	
2025-01-22,22:10:31 | INFO | Eval Epoch: 13 imagenet-zeroshot-val-top1: 0.2227	imagenet-zeroshot-val-top5: 0.4605	image_to_text_mean_rank: 37.5931	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4420	image_to_text_R@5: 0.6897	image_to_text_R@10: 0.7664	text_to_image_mean_rank: 45.6208	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4405	text_to_image_R@5: 0.6878	text_to_image_R@10: 0.7647	clip_val_loss: 1.3685	epoch: 13.0000	num_samples: 8678.0000
2025-01-22,22:10:33 | INFO | Start epoch 13
2025-01-22,22:10:38 | INFO | Train Epoch: 13 [   2048/9187328 (0%)] Step: 58.3K | Data (t): 4.128 Batch (t): 5.051, 405.460/s, 202.730/s/gpu Logit Scale: 60.925 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.71091 (0.71091) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:13:00 | INFO | Train Epoch: 13 [ 206848/9187328 (2%)] Step: 58.4K | Data (t): 0.492 Batch (t): 1.422, 1113.69/s, 556.847/s/gpu Logit Scale: 61.869 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.58713 (0.64902) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:15:21 | INFO | Train Epoch: 13 [ 411648/9187328 (4%)] Step: 58.5K | Data (t): 0.475 Batch (t): 1.405, 1091.83/s, 545.914/s/gpu Logit Scale: 61.861 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.41508 (0.57104) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:17:40 | INFO | Train Epoch: 13 [ 616448/9187328 (7%)] Step: 58.6K | Data (t): 0.467 Batch (t): 1.398, 1155.76/s, 577.880/s/gpu Logit Scale: 62.072 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.51370 (0.55671) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:20:01 | INFO | Train Epoch: 13 [ 821248/9187328 (9%)] Step: 58.7K | Data (t): 0.475 Batch (t): 1.406, 1154.54/s, 577.272/s/gpu Logit Scale: 62.428 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.52742 (0.55085) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:22:22 | INFO | Train Epoch: 13 [1026048/9187328 (11%)] Step: 58.8K | Data (t): 0.477 Batch (t): 1.407, 1085.87/s, 542.936/s/gpu Logit Scale: 62.277 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.46518 (0.53657) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:24:42 | INFO | Train Epoch: 13 [1230848/9187328 (13%)] Step: 58.9K | Data (t): 0.476 Batch (t): 1.406, 1158.65/s, 579.327/s/gpu Logit Scale: 62.356 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.61104 (0.54721) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:27:03 | INFO | Train Epoch: 13 [1435648/9187328 (16%)] Step: 59.0K | Data (t): 0.474 Batch (t): 1.407, 1082.11/s, 541.056/s/gpu Logit Scale: 62.129 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.74244 (0.57161) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:29:24 | INFO | Train Epoch: 13 [1640448/9187328 (18%)] Step: 59.1K | Data (t): 0.482 Batch (t): 1.413, 1114.73/s, 557.365/s/gpu Logit Scale: 61.877 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.57381 (0.57186) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:31:46 | INFO | Train Epoch: 13 [1845248/9187328 (20%)] Step: 59.2K | Data (t): 0.489 Batch (t): 1.421, 1123.50/s, 561.752/s/gpu Logit Scale: 61.561 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.75292 (0.58996) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:34:07 | INFO | Train Epoch: 13 [2050048/9187328 (22%)] Step: 59.3K | Data (t): 0.470 Batch (t): 1.403, 1128.40/s, 564.201/s/gpu Logit Scale: 61.511 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.67275 (0.59749) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:36:27 | INFO | Train Epoch: 13 [2254848/9187328 (25%)] Step: 59.4K | Data (t): 0.472 Batch (t): 1.402, 1129.25/s, 564.627/s/gpu Logit Scale: 61.149 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.73302 (0.60878) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:38:47 | INFO | Train Epoch: 13 [2459648/9187328 (27%)] Step: 59.5K | Data (t): 0.466 Batch (t): 1.399, 1131.60/s, 565.798/s/gpu Logit Scale: 61.329 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.52834 (0.60260) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:41:08 | INFO | Train Epoch: 13 [2664448/9187328 (29%)] Step: 59.6K | Data (t): 0.478 Batch (t): 1.408, 1077.46/s, 538.731/s/gpu Logit Scale: 60.821 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.77299 (0.61477) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:43:29 | INFO | Train Epoch: 13 [2869248/9187328 (31%)] Step: 59.7K | Data (t): 0.480 Batch (t): 1.412, 1123.48/s, 561.742/s/gpu Logit Scale: 60.926 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.65949 (0.61775) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:45:50 | INFO | Train Epoch: 13 [3074048/9187328 (33%)] Step: 59.8K | Data (t): 0.486 Batch (t): 1.416, 1082.18/s, 541.092/s/gpu Logit Scale: 60.960 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.77098 (0.62732) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:48:11 | INFO | Train Epoch: 13 [3278848/9187328 (36%)] Step: 59.9K | Data (t): 0.472 Batch (t): 1.406, 1088.39/s, 544.194/s/gpu Logit Scale: 60.828 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.75876 (0.63506) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:50:31 | INFO | Train Epoch: 13 [3483648/9187328 (38%)] Step: 60.0K | Data (t): 0.468 Batch (t): 1.398, 1134.23/s, 567.116/s/gpu Logit Scale: 60.652 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.59693 (0.63294) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:52:51 | INFO | Train Epoch: 13 [3688448/9187328 (40%)] Step: 60.1K | Data (t): 0.478 Batch (t): 1.406, 1115.31/s, 557.656/s/gpu Logit Scale: 60.732 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.69403 (0.63615) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:55:12 | INFO | Train Epoch: 13 [3893248/9187328 (42%)] Step: 60.2K | Data (t): 0.478 Batch (t): 1.407, 1092.24/s, 546.122/s/gpu Logit Scale: 60.546 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.87432 (0.64806) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:57:32 | INFO | Train Epoch: 13 [4098048/9187328 (45%)] Step: 60.3K | Data (t): 0.472 Batch (t): 1.400, 1134.12/s, 567.061/s/gpu Logit Scale: 60.316 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.75248 (0.65303) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,22:59:52 | INFO | Train Epoch: 13 [4302848/9187328 (47%)] Step: 60.4K | Data (t): 0.474 Batch (t): 1.402, 1110.86/s, 555.429/s/gpu Logit Scale: 60.478 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.75223 (0.65754) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:02:13 | INFO | Train Epoch: 13 [4507648/9187328 (49%)] Step: 60.5K | Data (t): 0.482 Batch (t): 1.404, 2140.71/s, 1070.36/s/gpu Logit Scale: 60.399 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.69078 (0.65899) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:04:34 | INFO | Train Epoch: 13 [4712448/9187328 (51%)] Step: 60.6K | Data (t): 0.485 Batch (t): 1.418, 2123.71/s, 1061.85/s/gpu Logit Scale: 60.203 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.80546 (0.66509) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:06:56 | INFO | Train Epoch: 13 [4917248/9187328 (54%)] Step: 60.7K | Data (t): 0.484 Batch (t): 1.413, 2132.91/s, 1066.45/s/gpu Logit Scale: 60.099 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.80134 (0.67054) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:09:17 | INFO | Train Epoch: 13 [5122048/9187328 (56%)] Step: 60.8K | Data (t): 0.477 Batch (t): 1.410, 2106.74/s, 1053.37/s/gpu Logit Scale: 60.206 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.77206 (0.67445) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:11:38 | INFO | Train Epoch: 13 [5326848/9187328 (58%)] Step: 60.9K | Data (t): 0.486 Batch (t): 1.414, 2134.21/s, 1067.11/s/gpu Logit Scale: 60.255 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.75037 (0.67726) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:13:59 | INFO | Train Epoch: 13 [5531648/9187328 (60%)] Step: 61.0K | Data (t): 0.484 Batch (t): 1.414, 2127.54/s, 1063.77/s/gpu Logit Scale: 60.325 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.80231 (0.68172) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:16:21 | INFO | Train Epoch: 13 [5736448/9187328 (62%)] Step: 61.1K | Data (t): 0.480 Batch (t): 1.411, 2151.76/s, 1075.88/s/gpu Logit Scale: 60.194 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.63176 (0.68000) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:18:41 | INFO | Train Epoch: 13 [5941248/9187328 (65%)] Step: 61.2K | Data (t): 0.481 Batch (t): 1.410, 2134.99/s, 1067.50/s/gpu Logit Scale: 60.040 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.80813 (0.68427) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:21:03 | INFO | Train Epoch: 13 [6146048/9187328 (67%)] Step: 61.3K | Data (t): 0.485 Batch (t): 1.417, 2136.56/s, 1068.28/s/gpu Logit Scale: 59.977 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.71055 (0.68512) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:23:24 | INFO | Train Epoch: 13 [6350848/9187328 (69%)] Step: 61.4K | Data (t): 0.477 Batch (t): 1.403, 2129.61/s, 1064.80/s/gpu Logit Scale: 59.862 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.77852 (0.68804) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:25:44 | INFO | Train Epoch: 13 [6555648/9187328 (71%)] Step: 61.5K | Data (t): 0.470 Batch (t): 1.400, 2122.38/s, 1061.19/s/gpu Logit Scale: 59.734 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.89654 (0.69436) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:28:03 | INFO | Train Epoch: 13 [6760448/9187328 (74%)] Step: 61.6K | Data (t): 0.469 Batch (t): 1.399, 2120.66/s, 1060.33/s/gpu Logit Scale: 59.691 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.76554 (0.69645) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:30:23 | INFO | Train Epoch: 13 [6965248/9187328 (76%)] Step: 61.7K | Data (t): 0.471 Batch (t): 1.400, 2125.48/s, 1062.74/s/gpu Logit Scale: 59.476 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.87526 (0.70156) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:32:44 | INFO | Train Epoch: 13 [7170048/9187328 (78%)] Step: 61.8K | Data (t): 0.474 Batch (t): 1.404, 2133.81/s, 1066.90/s/gpu Logit Scale: 59.529 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.67741 (0.70089) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:35:03 | INFO | Train Epoch: 13 [7374848/9187328 (80%)] Step: 61.9K | Data (t): 0.467 Batch (t): 1.396, 2145.61/s, 1072.80/s/gpu Logit Scale: 59.695 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.76204 (0.70254) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:37:24 | INFO | Train Epoch: 13 [7579648/9187328 (83%)] Step: 62.0K | Data (t): 0.477 Batch (t): 1.408, 2133.32/s, 1066.66/s/gpu Logit Scale: 59.652 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.83620 (0.70606) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:39:45 | INFO | Train Epoch: 13 [7784448/9187328 (85%)] Step: 62.1K | Data (t): 0.475 Batch (t): 1.405, 2130.78/s, 1065.39/s/gpu Logit Scale: 59.767 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.76582 (0.70759) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:42:05 | INFO | Train Epoch: 13 [7989248/9187328 (87%)] Step: 62.2K | Data (t): 0.481 Batch (t): 1.402, 1423.95/s, 711.973/s/gpu Logit Scale: 59.729 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.71877 (0.70787) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:44:25 | INFO | Train Epoch: 13 [8194048/9187328 (89%)] Step: 62.3K | Data (t): 0.482 Batch (t): 1.405, 2129.58/s, 1064.79/s/gpu Logit Scale: 60.670 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.49392 (0.70265) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:46:45 | INFO | Train Epoch: 13 [8398848/9187328 (91%)] Step: 62.4K | Data (t): 0.468 Batch (t): 1.399, 2131.12/s, 1065.56/s/gpu Logit Scale: 61.354 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.62100 (0.70071) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:49:05 | INFO | Train Epoch: 13 [8603648/9187328 (94%)] Step: 62.5K | Data (t): 0.468 Batch (t): 1.397, 2143.48/s, 1071.74/s/gpu Logit Scale: 62.078 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.63600 (0.69920) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:51:25 | INFO | Train Epoch: 13 [8808448/9187328 (96%)] Step: 62.6K | Data (t): 0.469 Batch (t): 1.398, 2126.88/s, 1063.44/s/gpu Logit Scale: 62.545 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.59506 (0.69684) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:53:45 | INFO | Train Epoch: 13 [9013248/9187328 (98%)] Step: 62.7K | Data (t): 0.470 Batch (t): 1.402, 2131.40/s, 1065.70/s/gpu Logit Scale: 62.552 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.50574 (0.69259) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:55:45 | INFO | Train Epoch: 13 [9187328/9187328 (100%)] Step: 62.8K | Data (t): 0.479 Batch (t): 1.412, 1114.41/s, 557.203/s/gpu Logit Scale: 62.652 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.47238 (0.68780) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-22,23:55:45 | INFO | Starting zero-shot imagenet.
2025-01-22,23:55:45 | INFO | Building zero-shot classifier
2025-01-22,23:55:57 | INFO | Using classifier
2025-01-22,23:58:01 | INFO | Finished zero-shot imagenet.
2025-01-22,23:58:05 | INFO | Eval Epoch: 14 [1024 / 205824]	Clip Loss: 1.492417	
2025-01-22,23:58:33 | INFO | Eval Epoch: 14 imagenet-zeroshot-val-top1: 0.2267	imagenet-zeroshot-val-top5: 0.4603	image_to_text_mean_rank: 36.7444	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4616	image_to_text_R@5: 0.6917	image_to_text_R@10: 0.7690	text_to_image_mean_rank: 45.6159	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4531	text_to_image_R@5: 0.6943	text_to_image_R@10: 0.7679	clip_val_loss: 1.3727	epoch: 14.0000	num_samples: 8678.0000
2025-01-22,23:58:34 | INFO | Start epoch 14
2025-01-22,23:58:39 | INFO | Train Epoch: 14 [   2048/9187328 (0%)] Step: 62.8K | Data (t): 3.718 Batch (t): 4.653, 440.137/s, 220.069/s/gpu Logit Scale: 62.661 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.64526 (0.64526) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:01:00 | INFO | Train Epoch: 14 [ 206848/9187328 (2%)] Step: 62.9K | Data (t): 0.480 Batch (t): 1.413, 1121.48/s, 560.739/s/gpu Logit Scale: 63.402 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.48260 (0.56393) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:03:20 | INFO | Train Epoch: 14 [ 411648/9187328 (4%)] Step: 63.0K | Data (t): 0.467 Batch (t): 1.403, 1136.63/s, 568.313/s/gpu Logit Scale: 64.143 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.44431 (0.52406) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:05:41 | INFO | Train Epoch: 14 [ 616448/9187328 (7%)] Step: 63.1K | Data (t): 0.475 Batch (t): 1.409, 1088.48/s, 544.241/s/gpu Logit Scale: 63.886 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.57330 (0.53637) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:08:02 | INFO | Train Epoch: 14 [ 821248/9187328 (9%)] Step: 63.2K | Data (t): 0.479 Batch (t): 1.411, 1132.14/s, 566.071/s/gpu Logit Scale: 63.843 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.59038 (0.54717) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:10:26 | INFO | Train Epoch: 14 [1026048/9187328 (11%)] Step: 63.3K | Data (t): 0.497 Batch (t): 1.432, 1081.75/s, 540.874/s/gpu Logit Scale: 63.668 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.48701 (0.53714) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:12:46 | INFO | Train Epoch: 14 [1230848/9187328 (13%)] Step: 63.4K | Data (t): 0.472 Batch (t): 1.408, 1095.80/s, 547.902/s/gpu Logit Scale: 63.402 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.49419 (0.53101) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:15:08 | INFO | Train Epoch: 14 [1435648/9187328 (16%)] Step: 63.5K | Data (t): 0.479 Batch (t): 1.412, 1173.17/s, 586.585/s/gpu Logit Scale: 63.222 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.58385 (0.53761) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:17:29 | INFO | Train Epoch: 14 [1640448/9187328 (18%)] Step: 63.6K | Data (t): 0.476 Batch (t): 1.409, 1147.02/s, 573.509/s/gpu Logit Scale: 63.408 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.57526 (0.54180) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:19:49 | INFO | Train Epoch: 14 [1845248/9187328 (20%)] Step: 63.7K | Data (t): 0.471 Batch (t): 1.404, 1062.82/s, 531.409/s/gpu Logit Scale: 63.262 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.41090 (0.52871) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:22:11 | INFO | Train Epoch: 14 [2050048/9187328 (22%)] Step: 63.8K | Data (t): 0.496 Batch (t): 1.426, 1069.47/s, 534.736/s/gpu Logit Scale: 63.121 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.53768 (0.52952) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:24:32 | INFO | Train Epoch: 14 [2254848/9187328 (25%)] Step: 63.9K | Data (t): 0.480 Batch (t): 1.410, 1111.49/s, 555.745/s/gpu Logit Scale: 62.800 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.61726 (0.53683) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:26:52 | INFO | Train Epoch: 14 [2459648/9187328 (27%)] Step: 64.0K | Data (t): 0.465 Batch (t): 1.398, 1154.79/s, 577.396/s/gpu Logit Scale: 62.847 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.62073 (0.54329) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:29:12 | INFO | Train Epoch: 14 [2664448/9187328 (29%)] Step: 64.1K | Data (t): 0.468 Batch (t): 1.398, 1084.99/s, 542.495/s/gpu Logit Scale: 62.797 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.54047 (0.54309) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:31:32 | INFO | Train Epoch: 14 [2869248/9187328 (31%)] Step: 64.2K | Data (t): 0.478 Batch (t): 1.400, 1050.80/s, 525.399/s/gpu Logit Scale: 62.690 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.65836 (0.55077) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:33:52 | INFO | Train Epoch: 14 [3074048/9187328 (33%)] Step: 64.3K | Data (t): 0.474 Batch (t): 1.404, 1149.28/s, 574.641/s/gpu Logit Scale: 62.691 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.66109 (0.55767) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:36:12 | INFO | Train Epoch: 14 [3278848/9187328 (36%)] Step: 64.4K | Data (t): 0.463 Batch (t): 1.399, 1043.22/s, 521.612/s/gpu Logit Scale: 62.409 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.56925 (0.55835) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:38:33 | INFO | Train Epoch: 14 [3483648/9187328 (38%)] Step: 64.5K | Data (t): 0.470 Batch (t): 1.403, 1162.12/s, 581.062/s/gpu Logit Scale: 62.508 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.71349 (0.56697) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:40:53 | INFO | Train Epoch: 14 [3688448/9187328 (40%)] Step: 64.6K | Data (t): 0.466 Batch (t): 1.399, 1144.61/s, 572.306/s/gpu Logit Scale: 62.083 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.72450 (0.57526) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:43:13 | INFO | Train Epoch: 14 [3893248/9187328 (42%)] Step: 64.7K | Data (t): 0.468 Batch (t): 1.400, 1088.54/s, 544.271/s/gpu Logit Scale: 62.190 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.75260 (0.58412) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:45:33 | INFO | Train Epoch: 14 [4098048/9187328 (45%)] Step: 64.8K | Data (t): 0.470 Batch (t): 1.404, 1120.80/s, 560.401/s/gpu Logit Scale: 61.862 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.51784 (0.58097) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:47:54 | INFO | Train Epoch: 14 [4302848/9187328 (47%)] Step: 64.9K | Data (t): 0.474 Batch (t): 1.406, 1170.45/s, 585.227/s/gpu Logit Scale: 62.073 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.66544 (0.58481) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:50:14 | INFO | Train Epoch: 14 [4507648/9187328 (49%)] Step: 65.0K | Data (t): 0.471 Batch (t): 1.402, 1066.20/s, 533.101/s/gpu Logit Scale: 61.995 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.71821 (0.59061) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:52:34 | INFO | Train Epoch: 14 [4712448/9187328 (51%)] Step: 65.1K | Data (t): 0.470 Batch (t): 1.405, 1145.93/s, 572.966/s/gpu Logit Scale: 62.135 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.66375 (0.59366) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:54:55 | INFO | Train Epoch: 14 [4917248/9187328 (54%)] Step: 65.2K | Data (t): 0.469 Batch (t): 1.403, 1136.25/s, 568.126/s/gpu Logit Scale: 61.783 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.65071 (0.59594) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:57:14 | INFO | Train Epoch: 14 [5122048/9187328 (56%)] Step: 65.3K | Data (t): 0.460 Batch (t): 1.394, 1120.40/s, 560.198/s/gpu Logit Scale: 61.934 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.72000 (0.60071) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,00:59:34 | INFO | Train Epoch: 14 [5326848/9187328 (58%)] Step: 65.4K | Data (t): 0.467 Batch (t): 1.401, 1117.18/s, 558.588/s/gpu Logit Scale: 61.825 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.76627 (0.60684) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:01:53 | INFO | Train Epoch: 14 [5531648/9187328 (60%)] Step: 65.5K | Data (t): 0.463 Batch (t): 1.394, 1179.77/s, 589.884/s/gpu Logit Scale: 61.677 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.69180 (0.60988) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:04:13 | INFO | Train Epoch: 14 [5736448/9187328 (62%)] Step: 65.6K | Data (t): 0.467 Batch (t): 1.399, 1117.89/s, 558.945/s/gpu Logit Scale: 61.484 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.68463 (0.61245) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:06:34 | INFO | Train Epoch: 14 [5941248/9187328 (65%)] Step: 65.7K | Data (t): 0.470 Batch (t): 1.404, 1121.24/s, 560.618/s/gpu Logit Scale: 61.381 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.67616 (0.61458) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:08:55 | INFO | Train Epoch: 14 [6146048/9187328 (67%)] Step: 65.8K | Data (t): 0.475 Batch (t): 1.410, 1128.62/s, 564.312/s/gpu Logit Scale: 61.536 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.56388 (0.61294) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:11:15 | INFO | Train Epoch: 14 [6350848/9187328 (69%)] Step: 65.9K | Data (t): 0.469 Batch (t): 1.405, 1089.36/s, 544.679/s/gpu Logit Scale: 61.493 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.64340 (0.61389) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:13:36 | INFO | Train Epoch: 14 [6555648/9187328 (71%)] Step: 66.0K | Data (t): 0.476 Batch (t): 1.409, 1089.96/s, 544.980/s/gpu Logit Scale: 61.317 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.69007 (0.61620) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:15:56 | INFO | Train Epoch: 14 [6760448/9187328 (74%)] Step: 66.1K | Data (t): 0.468 Batch (t): 1.398, 1084.44/s, 542.220/s/gpu Logit Scale: 61.186 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.75346 (0.62024) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:18:16 | INFO | Train Epoch: 14 [6965248/9187328 (76%)] Step: 66.2K | Data (t): 0.468 Batch (t): 1.399, 1097.23/s, 548.613/s/gpu Logit Scale: 61.272 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.72890 (0.62334) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:20:37 | INFO | Train Epoch: 14 [7170048/9187328 (78%)] Step: 66.3K | Data (t): 0.474 Batch (t): 1.408, 1116.91/s, 558.455/s/gpu Logit Scale: 61.241 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.85227 (0.62970) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:22:57 | INFO | Train Epoch: 14 [7374848/9187328 (80%)] Step: 66.4K | Data (t): 0.466 Batch (t): 1.401, 1134.97/s, 567.486/s/gpu Logit Scale: 61.209 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.77109 (0.63352) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:25:17 | INFO | Train Epoch: 14 [7579648/9187328 (83%)] Step: 66.5K | Data (t): 0.476 Batch (t): 1.400, 1359.80/s, 679.899/s/gpu Logit Scale: 61.229 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.56406 (0.63170) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:27:37 | INFO | Train Epoch: 14 [7784448/9187328 (85%)] Step: 66.6K | Data (t): 0.487 Batch (t): 1.406, 1674.10/s, 837.052/s/gpu Logit Scale: 61.081 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.64133 (0.63194) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:29:59 | INFO | Train Epoch: 14 [7989248/9187328 (87%)] Step: 66.7K | Data (t): 0.492 Batch (t): 1.420, 2121.99/s, 1060.99/s/gpu Logit Scale: 61.067 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.66237 (0.63270) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:32:21 | INFO | Train Epoch: 14 [8194048/9187328 (89%)] Step: 66.8K | Data (t): 0.455 Batch (t): 1.414, 1567.09/s, 783.543/s/gpu Logit Scale: 61.934 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.53964 (0.63043) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:34:42 | INFO | Train Epoch: 14 [8398848/9187328 (91%)] Step: 66.9K | Data (t): 0.485 Batch (t): 1.413, 2117.38/s, 1058.69/s/gpu Logit Scale: 62.817 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.48470 (0.62696) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:37:04 | INFO | Train Epoch: 14 [8603648/9187328 (94%)] Step: 67.0K | Data (t): 0.479 Batch (t): 1.415, 2099.76/s, 1049.88/s/gpu Logit Scale: 63.444 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.44777 (0.62280) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:39:25 | INFO | Train Epoch: 14 [8808448/9187328 (96%)] Step: 67.1K | Data (t): 0.462 Batch (t): 1.413, 1581.81/s, 790.903/s/gpu Logit Scale: 63.713 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.55289 (0.62121) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:41:49 | INFO | Train Epoch: 14 [9013248/9187328 (98%)] Step: 67.2K | Data (t): 0.478 Batch (t): 1.439, 1128.93/s, 564.467/s/gpu Logit Scale: 63.937 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.59554 (0.62064) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:43:49 | INFO | Train Epoch: 14 [9187328/9187328 (100%)] Step: 67.3K | Data (t): 0.485 Batch (t): 1.414, 1997.96/s, 998.978/s/gpu Logit Scale: 64.037 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.51405 (0.61832) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:43:49 | INFO | Starting zero-shot imagenet.
2025-01-23,01:43:49 | INFO | Building zero-shot classifier
2025-01-23,01:44:00 | INFO | Using classifier
2025-01-23,01:46:06 | INFO | Finished zero-shot imagenet.
2025-01-23,01:46:10 | INFO | Eval Epoch: 15 [1024 / 205824]	Clip Loss: 1.499481	
2025-01-23,01:46:38 | INFO | Eval Epoch: 15 imagenet-zeroshot-val-top1: 0.2266	imagenet-zeroshot-val-top5: 0.4628	image_to_text_mean_rank: 36.2275	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4627	image_to_text_R@5: 0.6990	image_to_text_R@10: 0.7732	text_to_image_mean_rank: 44.6795	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4604	text_to_image_R@5: 0.6984	text_to_image_R@10: 0.7715	clip_val_loss: 1.3707	epoch: 15.0000	num_samples: 8678.0000
2025-01-23,01:46:40 | INFO | Start epoch 15
2025-01-23,01:46:44 | INFO | Train Epoch: 15 [   2048/9187328 (0%)] Step: 67.3K | Data (t): 3.722 Batch (t): 4.655, 439.916/s, 219.958/s/gpu Logit Scale: 64.034 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.21198 (0.21198) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:49:06 | INFO | Train Epoch: 15 [ 206848/9187328 (2%)] Step: 67.4K | Data (t): 0.489 Batch (t): 1.421, 1124.60/s, 562.301/s/gpu Logit Scale: 64.705 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.40310 (0.30754) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:51:26 | INFO | Train Epoch: 15 [ 411648/9187328 (4%)] Step: 67.5K | Data (t): 0.463 Batch (t): 1.394, 1061.22/s, 530.612/s/gpu Logit Scale: 64.903 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.53472 (0.38327) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:53:45 | INFO | Train Epoch: 15 [ 616448/9187328 (7%)] Step: 67.6K | Data (t): 0.467 Batch (t): 1.396, 1094.31/s, 547.154/s/gpu Logit Scale: 65.185 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.53160 (0.42035) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:56:05 | INFO | Train Epoch: 15 [ 821248/9187328 (9%)] Step: 67.7K | Data (t): 0.463 Batch (t): 1.394, 1105.15/s, 552.573/s/gpu Logit Scale: 65.548 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.42021 (0.42032) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,01:58:25 | INFO | Train Epoch: 15 [1026048/9187328 (11%)] Step: 67.8K | Data (t): 0.474 Batch (t): 1.405, 1077.26/s, 538.629/s/gpu Logit Scale: 65.467 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.55117 (0.44213) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:00:45 | INFO | Train Epoch: 15 [1230848/9187328 (13%)] Step: 67.9K | Data (t): 0.472 Batch (t): 1.402, 1070.58/s, 535.292/s/gpu Logit Scale: 65.125 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.62150 (0.46776) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:03:05 | INFO | Train Epoch: 15 [1435648/9187328 (16%)] Step: 68.0K | Data (t): 0.473 Batch (t): 1.398, 1102.54/s, 551.270/s/gpu Logit Scale: 65.006 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.59216 (0.48331) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:05:25 | INFO | Train Epoch: 15 [1640448/9187328 (18%)] Step: 68.1K | Data (t): 0.470 Batch (t): 1.396, 1104.09/s, 552.046/s/gpu Logit Scale: 64.927 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.35653 (0.46922) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:07:44 | INFO | Train Epoch: 15 [1845248/9187328 (20%)] Step: 68.2K | Data (t): 0.471 Batch (t): 1.398, 1113.82/s, 556.912/s/gpu Logit Scale: 64.523 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.60038 (0.48234) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:10:05 | INFO | Train Epoch: 15 [2050048/9187328 (22%)] Step: 68.3K | Data (t): 0.477 Batch (t): 1.403, 1116.18/s, 558.092/s/gpu Logit Scale: 64.567 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.56700 (0.49003) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:12:23 | INFO | Train Epoch: 15 [2254848/9187328 (25%)] Step: 68.4K | Data (t): 0.460 Batch (t): 1.386, 1119.42/s, 559.708/s/gpu Logit Scale: 64.561 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.50030 (0.49089) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:14:42 | INFO | Train Epoch: 15 [2459648/9187328 (27%)] Step: 68.5K | Data (t): 0.462 Batch (t): 1.387, 1110.42/s, 555.209/s/gpu Logit Scale: 64.348 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.48973 (0.49080) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:17:04 | INFO | Train Epoch: 15 [2664448/9187328 (29%)] Step: 68.6K | Data (t): 0.498 Batch (t): 1.424, 1094.93/s, 547.465/s/gpu Logit Scale: 64.140 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.57485 (0.49680) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:19:24 | INFO | Train Epoch: 15 [2869248/9187328 (31%)] Step: 68.7K | Data (t): 0.474 Batch (t): 1.400, 1080.23/s, 540.116/s/gpu Logit Scale: 64.145 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.55677 (0.50080) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:21:45 | INFO | Train Epoch: 15 [3074048/9187328 (33%)] Step: 68.8K | Data (t): 0.481 Batch (t): 1.408, 1091.12/s, 545.559/s/gpu Logit Scale: 63.664 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.53491 (0.50293) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:24:05 | INFO | Train Epoch: 15 [3278848/9187328 (36%)] Step: 68.9K | Data (t): 0.471 Batch (t): 1.398, 1092.26/s, 546.129/s/gpu Logit Scale: 63.846 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.59669 (0.50845) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:26:25 | INFO | Train Epoch: 15 [3483648/9187328 (38%)] Step: 69.0K | Data (t): 0.478 Batch (t): 1.405, 1124.74/s, 562.372/s/gpu Logit Scale: 63.554 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.52768 (0.50952) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:28:46 | INFO | Train Epoch: 15 [3688448/9187328 (40%)] Step: 69.1K | Data (t): 0.481 Batch (t): 1.407, 1095.78/s, 547.888/s/gpu Logit Scale: 63.576 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.56574 (0.51247) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:31:07 | INFO | Train Epoch: 15 [3893248/9187328 (42%)] Step: 69.2K | Data (t): 0.481 Batch (t): 1.407, 1078.71/s, 539.355/s/gpu Logit Scale: 63.542 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.62976 (0.51834) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:33:31 | INFO | Train Epoch: 15 [4098048/9187328 (45%)] Step: 69.3K | Data (t): 0.516 Batch (t): 1.439, 1090.81/s, 545.407/s/gpu Logit Scale: 63.392 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.60777 (0.52260) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:35:53 | INFO | Train Epoch: 15 [4302848/9187328 (47%)] Step: 69.4K | Data (t): 0.500 Batch (t): 1.427, 1051.03/s, 525.513/s/gpu Logit Scale: 63.496 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.59086 (0.52570) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:38:17 | INFO | Train Epoch: 15 [4507648/9187328 (49%)] Step: 69.5K | Data (t): 0.510 Batch (t): 1.439, 1062.70/s, 531.350/s/gpu Logit Scale: 63.290 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.53499 (0.52610) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:40:42 | INFO | Train Epoch: 15 [4712448/9187328 (51%)] Step: 69.6K | Data (t): 0.513 Batch (t): 1.442, 1052.30/s, 526.149/s/gpu Logit Scale: 63.240 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.55990 (0.52751) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:43:07 | INFO | Train Epoch: 15 [4917248/9187328 (54%)] Step: 69.7K | Data (t): 0.273 Batch (t): 1.454, 1011.41/s, 505.706/s/gpu Logit Scale: 63.195 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.66977 (0.53320) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:45:36 | INFO | Train Epoch: 15 [5122048/9187328 (56%)] Step: 69.8K | Data (t): 0.064 Batch (t): 1.495, 1020.72/s, 510.362/s/gpu Logit Scale: 63.236 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.63442 (0.53710) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:48:02 | INFO | Train Epoch: 15 [5326848/9187328 (58%)] Step: 69.9K | Data (t): 0.063 Batch (t): 1.460, 2111.98/s, 1055.99/s/gpu Logit Scale: 63.096 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.60561 (0.53963) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:50:25 | INFO | Train Epoch: 15 [5531648/9187328 (60%)] Step: 70.0K | Data (t): 0.063 Batch (t): 1.429, 2092.18/s, 1046.09/s/gpu Logit Scale: 63.016 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.56854 (0.54067) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:52:48 | INFO | Train Epoch: 15 [5736448/9187328 (62%)] Step: 70.1K | Data (t): 0.062 Batch (t): 1.431, 2067.62/s, 1033.81/s/gpu Logit Scale: 62.979 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.62240 (0.54348) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:55:11 | INFO | Train Epoch: 15 [5941248/9187328 (65%)] Step: 70.2K | Data (t): 0.061 Batch (t): 1.431, 2127.48/s, 1063.74/s/gpu Logit Scale: 62.843 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.55952 (0.54402) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,02:57:36 | INFO | Train Epoch: 15 [6146048/9187328 (67%)] Step: 70.3K | Data (t): 0.060 Batch (t): 1.450, 2100.52/s, 1050.26/s/gpu Logit Scale: 62.852 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.57392 (0.54498) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:00:00 | INFO | Train Epoch: 15 [6350848/9187328 (69%)] Step: 70.4K | Data (t): 0.062 Batch (t): 1.435, 2102.64/s, 1051.32/s/gpu Logit Scale: 63.022 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.52533 (0.54437) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:02:24 | INFO | Train Epoch: 15 [6555648/9187328 (71%)] Step: 70.5K | Data (t): 0.060 Batch (t): 1.439, 2118.03/s, 1059.01/s/gpu Logit Scale: 63.043 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.45134 (0.54155) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:04:47 | INFO | Train Epoch: 15 [6760448/9187328 (74%)] Step: 70.6K | Data (t): 0.061 Batch (t): 1.430, 2122.18/s, 1061.09/s/gpu Logit Scale: 62.791 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.60620 (0.54345) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:07:11 | INFO | Train Epoch: 15 [6965248/9187328 (76%)] Step: 70.7K | Data (t): 0.061 Batch (t): 1.445, 2129.73/s, 1064.87/s/gpu Logit Scale: 62.650 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.60343 (0.54517) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:09:35 | INFO | Train Epoch: 15 [7170048/9187328 (78%)] Step: 70.8K | Data (t): 0.061 Batch (t): 1.439, 2126.10/s, 1063.05/s/gpu Logit Scale: 62.604 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.65223 (0.54814) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:11:59 | INFO | Train Epoch: 15 [7374848/9187328 (80%)] Step: 70.9K | Data (t): 0.060 Batch (t): 1.435, 2120.47/s, 1060.23/s/gpu Logit Scale: 62.698 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.62475 (0.55021) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:14:21 | INFO | Train Epoch: 15 [7579648/9187328 (83%)] Step: 71.0K | Data (t): 0.062 Batch (t): 1.427, 2066.56/s, 1033.28/s/gpu Logit Scale: 62.716 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.66889 (0.55333) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:16:42 | INFO | Train Epoch: 15 [7784448/9187328 (85%)] Step: 71.1K | Data (t): 0.059 Batch (t): 1.410, 1118.04/s, 559.020/s/gpu Logit Scale: 62.671 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.62065 (0.55506) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:19:03 | INFO | Train Epoch: 15 [7989248/9187328 (87%)] Step: 71.2K | Data (t): 0.058 Batch (t): 1.406, 1271.07/s, 635.533/s/gpu Logit Scale: 62.459 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.58880 (0.55590) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:21:26 | INFO | Train Epoch: 15 [8194048/9187328 (89%)] Step: 71.3K | Data (t): 0.043 Batch (t): 1.435, 2120.17/s, 1060.08/s/gpu Logit Scale: 63.381 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.41087 (0.55237) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:23:52 | INFO | Train Epoch: 15 [8398848/9187328 (91%)] Step: 71.4K | Data (t): 0.438 Batch (t): 1.455, 1091.35/s, 545.674/s/gpu Logit Scale: 64.314 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.38646 (0.54842) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:26:17 | INFO | Train Epoch: 15 [8603648/9187328 (94%)] Step: 71.5K | Data (t): 0.525 Batch (t): 1.454, 1077.64/s, 538.821/s/gpu Logit Scale: 64.856 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.42764 (0.54561) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:28:42 | INFO | Train Epoch: 15 [8808448/9187328 (96%)] Step: 71.6K | Data (t): 0.509 Batch (t): 1.442, 1095.55/s, 547.775/s/gpu Logit Scale: 65.505 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.48139 (0.54415) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:31:05 | INFO | Train Epoch: 15 [9013248/9187328 (98%)] Step: 71.7K | Data (t): 0.505 Batch (t): 1.435, 1132.26/s, 566.131/s/gpu Logit Scale: 65.685 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.41461 (0.54127) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:33:07 | INFO | Train Epoch: 15 [9187328/9187328 (100%)] Step: 71.8K | Data (t): 0.510 Batch (t): 1.440, 2103.14/s, 1051.57/s/gpu Logit Scale: 65.652 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.43442 (0.53895) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:33:07 | INFO | Starting zero-shot imagenet.
2025-01-23,03:33:07 | INFO | Building zero-shot classifier
2025-01-23,03:33:19 | INFO | Using classifier
2025-01-23,03:35:23 | INFO | Finished zero-shot imagenet.
2025-01-23,03:35:26 | INFO | Eval Epoch: 16 [1024 / 205824]	Clip Loss: 1.553360	
2025-01-23,03:35:54 | INFO | Eval Epoch: 16 imagenet-zeroshot-val-top1: 0.2297	imagenet-zeroshot-val-top5: 0.4635	image_to_text_mean_rank: 38.3245	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4623	image_to_text_R@5: 0.7015	image_to_text_R@10: 0.7747	text_to_image_mean_rank: 49.7339	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4630	text_to_image_R@5: 0.6962	text_to_image_R@10: 0.7710	clip_val_loss: 1.4241	epoch: 16.0000	num_samples: 8678.0000
2025-01-23,03:35:56 | INFO | Start epoch 16
2025-01-23,03:36:01 | INFO | Train Epoch: 16 [   2048/9187328 (0%)] Step: 71.8K | Data (t): 3.799 Batch (t): 4.709, 434.890/s, 217.445/s/gpu Logit Scale: 65.648 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.55746 (0.55746) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:38:25 | INFO | Train Epoch: 16 [ 206848/9187328 (2%)] Step: 71.9K | Data (t): 0.529 Batch (t): 1.446, 2104.40/s, 1052.20/s/gpu Logit Scale: 66.464 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.30139 (0.42942) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:40:48 | INFO | Train Epoch: 16 [ 411648/9187328 (4%)] Step: 72.0K | Data (t): 0.493 Batch (t): 1.426, 2111.33/s, 1055.67/s/gpu Logit Scale: 66.895 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.48114 (0.44666) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:43:11 | INFO | Train Epoch: 16 [ 616448/9187328 (7%)] Step: 72.1K | Data (t): 0.498 Batch (t): 1.434, 2119.76/s, 1059.88/s/gpu Logit Scale: 67.201 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.41171 (0.43792) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:45:33 | INFO | Train Epoch: 16 [ 821248/9187328 (9%)] Step: 72.2K | Data (t): 0.488 Batch (t): 1.422, 2086.23/s, 1043.12/s/gpu Logit Scale: 67.393 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.24623 (0.39959) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:47:57 | INFO | Train Epoch: 16 [1026048/9187328 (11%)] Step: 72.3K | Data (t): 0.505 Batch (t): 1.436, 2141.91/s, 1070.95/s/gpu Logit Scale: 67.157 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.33820 (0.38936) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:50:21 | INFO | Train Epoch: 16 [1230848/9187328 (13%)] Step: 72.4K | Data (t): 0.510 Batch (t): 1.441, 2094.74/s, 1047.37/s/gpu Logit Scale: 66.786 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.35846 (0.38494) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:52:45 | INFO | Train Epoch: 16 [1435648/9187328 (16%)] Step: 72.5K | Data (t): 0.511 Batch (t): 1.443, 2119.96/s, 1059.98/s/gpu Logit Scale: 66.501 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.39304 (0.38595) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:55:10 | INFO | Train Epoch: 16 [1640448/9187328 (18%)] Step: 72.6K | Data (t): 0.510 Batch (t): 1.443, 2095.31/s, 1047.65/s/gpu Logit Scale: 66.113 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.42763 (0.39058) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:57:34 | INFO | Train Epoch: 16 [1845248/9187328 (20%)] Step: 72.7K | Data (t): 0.509 Batch (t): 1.440, 2108.20/s, 1054.10/s/gpu Logit Scale: 65.977 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.51033 (0.40256) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,03:59:56 | INFO | Train Epoch: 16 [2050048/9187328 (22%)] Step: 72.8K | Data (t): 0.495 Batch (t): 1.428, 2091.96/s, 1045.98/s/gpu Logit Scale: 66.132 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.53449 (0.41455) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:02:18 | INFO | Train Epoch: 16 [2254848/9187328 (25%)] Step: 72.9K | Data (t): 0.481 Batch (t): 1.415, 2067.76/s, 1033.88/s/gpu Logit Scale: 66.201 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.43660 (0.41639) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:04:38 | INFO | Train Epoch: 16 [2459648/9187328 (27%)] Step: 73.0K | Data (t): 0.473 Batch (t): 1.405, 2098.74/s, 1049.37/s/gpu Logit Scale: 65.831 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.45930 (0.41969) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:07:02 | INFO | Train Epoch: 16 [2664448/9187328 (29%)] Step: 73.1K | Data (t): 0.505 Batch (t): 1.438, 2113.40/s, 1056.70/s/gpu Logit Scale: 65.633 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.52917 (0.42751) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:09:25 | INFO | Train Epoch: 16 [2869248/9187328 (31%)] Step: 73.2K | Data (t): 0.496 Batch (t): 1.429, 2095.38/s, 1047.69/s/gpu Logit Scale: 65.654 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.44906 (0.42895) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:11:47 | INFO | Train Epoch: 16 [3074048/9187328 (33%)] Step: 73.3K | Data (t): 0.486 Batch (t): 1.418, 2081.19/s, 1040.59/s/gpu Logit Scale: 65.237 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.47675 (0.43194) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:14:11 | INFO | Train Epoch: 16 [3278848/9187328 (36%)] Step: 73.4K | Data (t): 0.504 Batch (t): 1.438, 2062.78/s, 1031.39/s/gpu Logit Scale: 65.310 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.36775 (0.42816) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:16:33 | INFO | Train Epoch: 16 [3483648/9187328 (38%)] Step: 73.5K | Data (t): 0.494 Batch (t): 1.427, 2087.36/s, 1043.68/s/gpu Logit Scale: 65.244 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.49035 (0.43161) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:18:55 | INFO | Train Epoch: 16 [3688448/9187328 (40%)] Step: 73.6K | Data (t): 0.484 Batch (t): 1.420, 2132.26/s, 1066.13/s/gpu Logit Scale: 65.281 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.39293 (0.42958) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:21:18 | INFO | Train Epoch: 16 [3893248/9187328 (42%)] Step: 73.7K | Data (t): 0.495 Batch (t): 1.429, 2118.58/s, 1059.29/s/gpu Logit Scale: 65.151 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.41318 (0.42876) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:23:41 | INFO | Train Epoch: 16 [4098048/9187328 (45%)] Step: 73.8K | Data (t): 0.494 Batch (t): 1.427, 2108.78/s, 1054.39/s/gpu Logit Scale: 65.103 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.54282 (0.43419) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:26:02 | INFO | Train Epoch: 16 [4302848/9187328 (47%)] Step: 73.9K | Data (t): 0.481 Batch (t): 1.411, 2093.00/s, 1046.50/s/gpu Logit Scale: 65.036 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.54149 (0.43907) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:28:25 | INFO | Train Epoch: 16 [4507648/9187328 (49%)] Step: 74.0K | Data (t): 0.497 Batch (t): 1.431, 2098.55/s, 1049.28/s/gpu Logit Scale: 65.161 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.62734 (0.44725) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:30:48 | INFO | Train Epoch: 16 [4712448/9187328 (51%)] Step: 74.1K | Data (t): 0.492 Batch (t): 1.425, 2108.32/s, 1054.16/s/gpu Logit Scale: 64.856 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.49213 (0.44912) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:33:10 | INFO | Train Epoch: 16 [4917248/9187328 (54%)] Step: 74.2K | Data (t): 0.487 Batch (t): 1.421, 2099.09/s, 1049.54/s/gpu Logit Scale: 64.909 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.54588 (0.45299) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:35:34 | INFO | Train Epoch: 16 [5122048/9187328 (56%)] Step: 74.3K | Data (t): 0.513 Batch (t): 1.445, 2068.00/s, 1034.00/s/gpu Logit Scale: 64.752 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.54835 (0.45666) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:37:58 | INFO | Train Epoch: 16 [5326848/9187328 (58%)] Step: 74.4K | Data (t): 0.503 Batch (t): 1.438, 2089.33/s, 1044.66/s/gpu Logit Scale: 64.579 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.55333 (0.46024) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:40:22 | INFO | Train Epoch: 16 [5531648/9187328 (60%)] Step: 74.5K | Data (t): 0.506 Batch (t): 1.440, 2123.71/s, 1061.86/s/gpu Logit Scale: 64.631 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.54883 (0.46341) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:42:48 | INFO | Train Epoch: 16 [5736448/9187328 (62%)] Step: 74.6K | Data (t): 0.528 Batch (t): 1.461, 2069.65/s, 1034.82/s/gpu Logit Scale: 64.544 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.54078 (0.46607) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:45:11 | INFO | Train Epoch: 16 [5941248/9187328 (65%)] Step: 74.7K | Data (t): 0.494 Batch (t): 1.427, 2114.14/s, 1057.07/s/gpu Logit Scale: 64.370 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.53777 (0.46846) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:47:34 | INFO | Train Epoch: 16 [6146048/9187328 (67%)] Step: 74.8K | Data (t): 0.499 Batch (t): 1.433, 2132.69/s, 1066.35/s/gpu Logit Scale: 64.336 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.56107 (0.47145) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:49:56 | INFO | Train Epoch: 16 [6350848/9187328 (69%)] Step: 74.9K | Data (t): 0.486 Batch (t): 1.416, 2125.38/s, 1062.69/s/gpu Logit Scale: 64.413 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.52911 (0.47325) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:52:19 | INFO | Train Epoch: 16 [6555648/9187328 (71%)] Step: 75.0K | Data (t): 0.502 Batch (t): 1.437, 2086.50/s, 1043.25/s/gpu Logit Scale: 64.152 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.49945 (0.47405) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:54:42 | INFO | Train Epoch: 16 [6760448/9187328 (74%)] Step: 75.1K | Data (t): 0.498 Batch (t): 1.430, 2090.86/s, 1045.43/s/gpu Logit Scale: 64.220 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.50566 (0.47498) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:57:05 | INFO | Train Epoch: 16 [6965248/9187328 (76%)] Step: 75.2K | Data (t): 0.493 Batch (t): 1.427, 2091.97/s, 1045.99/s/gpu Logit Scale: 64.280 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.48424 (0.47524) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,04:59:29 | INFO | Train Epoch: 16 [7170048/9187328 (78%)] Step: 75.3K | Data (t): 0.504 Batch (t): 1.436, 2102.51/s, 1051.25/s/gpu Logit Scale: 64.116 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.56731 (0.47780) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:01:52 | INFO | Train Epoch: 16 [7374848/9187328 (80%)] Step: 75.4K | Data (t): 0.470 Batch (t): 1.435, 2207.92/s, 1103.96/s/gpu Logit Scale: 64.162 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.53785 (0.47942) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:04:15 | INFO | Train Epoch: 16 [7579648/9187328 (83%)] Step: 75.5K | Data (t): 0.253 Batch (t): 1.429, 2190.09/s, 1095.05/s/gpu Logit Scale: 64.079 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.55587 (0.48143) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:06:40 | INFO | Train Epoch: 16 [7784448/9187328 (85%)] Step: 75.6K | Data (t): 0.340 Batch (t): 1.445, 2220.31/s, 1110.16/s/gpu Logit Scale: 64.191 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.53748 (0.48287) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:09:04 | INFO | Train Epoch: 16 [7989248/9187328 (87%)] Step: 75.7K | Data (t): 0.047 Batch (t): 1.445, 2116.37/s, 1058.18/s/gpu Logit Scale: 64.058 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.65586 (0.48719) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:11:29 | INFO | Train Epoch: 16 [8194048/9187328 (89%)] Step: 75.8K | Data (t): 0.295 Batch (t): 1.449, 1085.76/s, 542.882/s/gpu Logit Scale: 64.801 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.38295 (0.48465) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:13:55 | INFO | Train Epoch: 16 [8398848/9187328 (91%)] Step: 75.9K | Data (t): 0.525 Batch (t): 1.456, 1073.45/s, 536.726/s/gpu Logit Scale: 65.767 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.40025 (0.48264) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:16:18 | INFO | Train Epoch: 16 [8603648/9187328 (94%)] Step: 76.0K | Data (t): 0.511 Batch (t): 1.432, 1074.34/s, 537.170/s/gpu Logit Scale: 66.422 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.43385 (0.48151) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:18:44 | INFO | Train Epoch: 16 [8808448/9187328 (96%)] Step: 76.1K | Data (t): 0.538 Batch (t): 1.458, 1046.92/s, 523.460/s/gpu Logit Scale: 66.903 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.38405 (0.47929) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:21:07 | INFO | Train Epoch: 16 [9013248/9187328 (98%)] Step: 76.2K | Data (t): 0.506 Batch (t): 1.436, 1065.57/s, 532.787/s/gpu Logit Scale: 67.227 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.37538 (0.47698) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:23:08 | INFO | Train Epoch: 16 [9187328/9187328 (100%)] Step: 76.3K | Data (t): 0.489 Batch (t): 1.418, 2140.23/s, 1070.11/s/gpu Logit Scale: 67.257 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.43614 (0.47610) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:23:08 | INFO | Starting zero-shot imagenet.
2025-01-23,05:23:08 | INFO | Building zero-shot classifier
2025-01-23,05:23:19 | INFO | Using classifier
2025-01-23,05:25:24 | INFO | Finished zero-shot imagenet.
2025-01-23,05:25:27 | INFO | Eval Epoch: 17 [1024 / 205824]	Clip Loss: 1.609017	
2025-01-23,05:25:57 | INFO | Eval Epoch: 17 imagenet-zeroshot-val-top1: 0.2302	imagenet-zeroshot-val-top5: 0.4657	image_to_text_mean_rank: 39.2131	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4666	image_to_text_R@5: 0.6980	image_to_text_R@10: 0.7735	text_to_image_mean_rank: 47.7566	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4719	text_to_image_R@5: 0.6980	text_to_image_R@10: 0.7699	clip_val_loss: 1.4571	epoch: 17.0000	num_samples: 8678.0000
2025-01-23,05:25:59 | INFO | Start epoch 17
2025-01-23,05:26:03 | INFO | Train Epoch: 17 [   2048/9187328 (0%)] Step: 76.3K | Data (t): 3.738 Batch (t): 4.673, 438.246/s, 219.123/s/gpu Logit Scale: 67.255 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.29724 (0.29724) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:28:34 | INFO | Train Epoch: 17 [ 206848/9187328 (2%)] Step: 76.4K | Data (t): 0.578 Batch (t): 1.508, 1055.97/s, 527.983/s/gpu Logit Scale: 68.117 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22585 (0.26155) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:30:58 | INFO | Train Epoch: 17 [ 411648/9187328 (4%)] Step: 76.5K | Data (t): 0.511 Batch (t): 1.441, 1007.99/s, 503.994/s/gpu Logit Scale: 68.528 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.28477 (0.26929) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:33:23 | INFO | Train Epoch: 17 [ 616448/9187328 (7%)] Step: 76.6K | Data (t): 0.513 Batch (t): 1.444, 1071.51/s, 535.755/s/gpu Logit Scale: 68.801 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.34950 (0.28934) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:35:46 | INFO | Train Epoch: 17 [ 821248/9187328 (9%)] Step: 76.7K | Data (t): 0.507 Batch (t): 1.437, 1043.33/s, 521.664/s/gpu Logit Scale: 68.635 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.36043 (0.30356) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:38:12 | INFO | Train Epoch: 17 [1026048/9187328 (11%)] Step: 76.8K | Data (t): 0.524 Batch (t): 1.453, 912.567/s, 456.283/s/gpu Logit Scale: 68.645 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.31404 (0.30531) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:40:36 | INFO | Train Epoch: 17 [1230848/9187328 (13%)] Step: 76.9K | Data (t): 0.518 Batch (t): 1.447, 1018.97/s, 509.487/s/gpu Logit Scale: 68.491 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.45312 (0.32642) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:43:01 | INFO | Train Epoch: 17 [1435648/9187328 (16%)] Step: 77.0K | Data (t): 0.518 Batch (t): 1.444, 1061.85/s, 530.926/s/gpu Logit Scale: 68.203 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.46820 (0.34414) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:45:24 | INFO | Train Epoch: 17 [1640448/9187328 (18%)] Step: 77.1K | Data (t): 0.507 Batch (t): 1.438, 1073.70/s, 536.849/s/gpu Logit Scale: 68.051 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.36037 (0.34595) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:47:47 | INFO | Train Epoch: 17 [1845248/9187328 (20%)] Step: 77.2K | Data (t): 0.493 Batch (t): 1.422, 1057.48/s, 528.742/s/gpu Logit Scale: 67.548 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.40446 (0.35180) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:50:10 | INFO | Train Epoch: 17 [2050048/9187328 (22%)] Step: 77.3K | Data (t): 0.501 Batch (t): 1.429, 1059.83/s, 529.913/s/gpu Logit Scale: 67.679 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.43448 (0.35932) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:52:33 | INFO | Train Epoch: 17 [2254848/9187328 (25%)] Step: 77.4K | Data (t): 0.504 Batch (t): 1.431, 1116.15/s, 558.074/s/gpu Logit Scale: 67.766 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.32832 (0.35673) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:54:56 | INFO | Train Epoch: 17 [2459648/9187328 (27%)] Step: 77.5K | Data (t): 0.509 Batch (t): 1.436, 1117.69/s, 558.844/s/gpu Logit Scale: 67.464 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.44590 (0.36359) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:57:19 | INFO | Train Epoch: 17 [2664448/9187328 (29%)] Step: 77.6K | Data (t): 0.497 Batch (t): 1.425, 1078.54/s, 539.271/s/gpu Logit Scale: 67.510 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.46096 (0.37055) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,05:59:42 | INFO | Train Epoch: 17 [2869248/9187328 (31%)] Step: 77.7K | Data (t): 0.502 Batch (t): 1.429, 1122.29/s, 561.145/s/gpu Logit Scale: 67.403 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.42715 (0.37432) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:02:05 | INFO | Train Epoch: 17 [3074048/9187328 (33%)] Step: 77.8K | Data (t): 0.502 Batch (t): 1.430, 1050.97/s, 525.485/s/gpu Logit Scale: 67.395 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.49770 (0.38203) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:04:27 | INFO | Train Epoch: 17 [3278848/9187328 (36%)] Step: 77.9K | Data (t): 0.499 Batch (t): 1.428, 1064.76/s, 532.379/s/gpu Logit Scale: 67.224 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.41539 (0.38399) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:06:49 | INFO | Train Epoch: 17 [3483648/9187328 (38%)] Step: 78.0K | Data (t): 0.486 Batch (t): 1.415, 1120.88/s, 560.438/s/gpu Logit Scale: 67.122 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.46271 (0.38837) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:09:11 | INFO | Train Epoch: 17 [3688448/9187328 (40%)] Step: 78.1K | Data (t): 0.495 Batch (t): 1.424, 1098.13/s, 549.063/s/gpu Logit Scale: 66.675 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.45783 (0.39202) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:11:34 | INFO | Train Epoch: 17 [3893248/9187328 (42%)] Step: 78.2K | Data (t): 0.497 Batch (t): 1.426, 1074.38/s, 537.188/s/gpu Logit Scale: 66.576 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.49651 (0.39725) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:13:57 | INFO | Train Epoch: 17 [4098048/9187328 (45%)] Step: 78.3K | Data (t): 0.503 Batch (t): 1.431, 1071.00/s, 535.500/s/gpu Logit Scale: 66.452 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.40713 (0.39772) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:16:20 | INFO | Train Epoch: 17 [4302848/9187328 (47%)] Step: 78.4K | Data (t): 0.506 Batch (t): 1.430, 1813.72/s, 906.858/s/gpu Logit Scale: 66.494 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.40148 (0.39789) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:18:42 | INFO | Train Epoch: 17 [4507648/9187328 (49%)] Step: 78.5K | Data (t): 0.503 Batch (t): 1.421, 2131.51/s, 1065.76/s/gpu Logit Scale: 66.627 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.59389 (0.40641) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:21:07 | INFO | Train Epoch: 17 [4712448/9187328 (51%)] Step: 78.6K | Data (t): 0.532 Batch (t): 1.449, 2109.79/s, 1054.90/s/gpu Logit Scale: 66.450 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.49891 (0.41026) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:23:31 | INFO | Train Epoch: 17 [4917248/9187328 (54%)] Step: 78.7K | Data (t): 0.510 Batch (t): 1.444, 1994.27/s, 997.134/s/gpu Logit Scale: 66.485 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.59287 (0.41757) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:26:00 | INFO | Train Epoch: 17 [5122048/9187328 (56%)] Step: 78.8K | Data (t): 0.545 Batch (t): 1.482, 2139.56/s, 1069.78/s/gpu Logit Scale: 66.527 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.47616 (0.41982) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:28:24 | INFO | Train Epoch: 17 [5326848/9187328 (58%)] Step: 78.9K | Data (t): 0.471 Batch (t): 1.443, 1320.52/s, 660.259/s/gpu Logit Scale: 66.385 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.45344 (0.42107) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:30:48 | INFO | Train Epoch: 17 [5531648/9187328 (60%)] Step: 79.0K | Data (t): 0.128 Batch (t): 1.441, 1380.92/s, 690.459/s/gpu Logit Scale: 66.405 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.53375 (0.42509) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:33:18 | INFO | Train Epoch: 17 [5736448/9187328 (62%)] Step: 79.1K | Data (t): 0.439 Batch (t): 1.498, 2114.80/s, 1057.40/s/gpu Logit Scale: 66.246 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.48981 (0.42732) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:35:46 | INFO | Train Epoch: 17 [5941248/9187328 (65%)] Step: 79.2K | Data (t): 0.549 Batch (t): 1.482, 2119.47/s, 1059.73/s/gpu Logit Scale: 66.141 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.47329 (0.42886) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:38:09 | INFO | Train Epoch: 17 [6146048/9187328 (67%)] Step: 79.3K | Data (t): 0.501 Batch (t): 1.430, 2118.02/s, 1059.01/s/gpu Logit Scale: 66.100 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.44450 (0.42936) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:40:32 | INFO | Train Epoch: 17 [6350848/9187328 (69%)] Step: 79.4K | Data (t): 0.496 Batch (t): 1.426, 2124.45/s, 1062.23/s/gpu Logit Scale: 66.133 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.51084 (0.43191) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:42:54 | INFO | Train Epoch: 17 [6555648/9187328 (71%)] Step: 79.5K | Data (t): 0.492 Batch (t): 1.421, 2111.50/s, 1055.75/s/gpu Logit Scale: 66.127 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.50082 (0.43399) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:45:17 | INFO | Train Epoch: 17 [6760448/9187328 (74%)] Step: 79.6K | Data (t): 0.504 Batch (t): 1.433, 2092.80/s, 1046.40/s/gpu Logit Scale: 66.233 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.41325 (0.43338) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:47:40 | INFO | Train Epoch: 17 [6965248/9187328 (76%)] Step: 79.7K | Data (t): 0.498 Batch (t): 1.427, 2107.46/s, 1053.73/s/gpu Logit Scale: 66.254 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.48412 (0.43483) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:50:03 | INFO | Train Epoch: 17 [7170048/9187328 (78%)] Step: 79.8K | Data (t): 0.505 Batch (t): 1.433, 2112.69/s, 1056.34/s/gpu Logit Scale: 66.031 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.36652 (0.43294) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:52:26 | INFO | Train Epoch: 17 [7374848/9187328 (80%)] Step: 79.9K | Data (t): 0.497 Batch (t): 1.426, 2137.49/s, 1068.74/s/gpu Logit Scale: 65.925 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.63685 (0.43845) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:54:49 | INFO | Train Epoch: 17 [7579648/9187328 (83%)] Step: 80.0K | Data (t): 0.504 Batch (t): 1.433, 2135.30/s, 1067.65/s/gpu Logit Scale: 65.715 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.48939 (0.43979) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:57:14 | INFO | Train Epoch: 17 [7784448/9187328 (85%)] Step: 80.1K | Data (t): 0.518 Batch (t): 1.447, 2117.97/s, 1058.98/s/gpu Logit Scale: 65.876 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.48065 (0.44084) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,06:59:37 | INFO | Train Epoch: 17 [7989248/9187328 (87%)] Step: 80.2K | Data (t): 0.499 Batch (t): 1.430, 2152.36/s, 1076.18/s/gpu Logit Scale: 65.767 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.58820 (0.44452) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:02:01 | INFO | Train Epoch: 17 [8194048/9187328 (89%)] Step: 80.3K | Data (t): 0.511 Batch (t): 1.439, 2124.54/s, 1062.27/s/gpu Logit Scale: 66.569 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.35331 (0.44230) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:04:24 | INFO | Train Epoch: 17 [8398848/9187328 (91%)] Step: 80.4K | Data (t): 0.501 Batch (t): 1.431, 2129.55/s, 1064.78/s/gpu Logit Scale: 67.479 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.32416 (0.43948) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:06:47 | INFO | Train Epoch: 17 [8603648/9187328 (94%)] Step: 80.5K | Data (t): 0.502 Batch (t): 1.430, 2124.93/s, 1062.46/s/gpu Logit Scale: 68.093 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.31776 (0.43665) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:09:10 | INFO | Train Epoch: 17 [8808448/9187328 (96%)] Step: 80.6K | Data (t): 0.500 Batch (t): 1.429, 2096.93/s, 1048.46/s/gpu Logit Scale: 68.718 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.33192 (0.43427) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:11:33 | INFO | Train Epoch: 17 [9013248/9187328 (98%)] Step: 80.7K | Data (t): 0.503 Batch (t): 1.433, 2108.01/s, 1054.01/s/gpu Logit Scale: 68.892 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.32388 (0.43182) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:13:35 | INFO | Train Epoch: 17 [9187328/9187328 (100%)] Step: 80.7K | Data (t): 0.507 Batch (t): 1.436, 1077.42/s, 538.709/s/gpu Logit Scale: 69.042 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.33381 (0.42969) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:13:35 | INFO | Starting zero-shot imagenet.
2025-01-23,07:13:35 | INFO | Building zero-shot classifier
2025-01-23,07:13:47 | INFO | Using classifier
2025-01-23,07:15:50 | INFO | Finished zero-shot imagenet.
2025-01-23,07:15:54 | INFO | Eval Epoch: 18 [1024 / 205824]	Clip Loss: 1.627740	
2025-01-23,07:16:24 | INFO | Eval Epoch: 18 imagenet-zeroshot-val-top1: 0.2326	imagenet-zeroshot-val-top5: 0.4719	image_to_text_mean_rank: 39.3111	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4750	image_to_text_R@5: 0.6999	image_to_text_R@10: 0.7794	text_to_image_mean_rank: 49.1844	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4712	text_to_image_R@5: 0.7038	text_to_image_R@10: 0.7753	clip_val_loss: 1.4777	epoch: 18.0000	num_samples: 8678.0000
2025-01-23,07:16:25 | INFO | Start epoch 18
2025-01-23,07:16:30 | INFO | Train Epoch: 18 [   2048/9187328 (0%)] Step: 80.7K | Data (t): 3.657 Batch (t): 4.590, 446.149/s, 223.075/s/gpu Logit Scale: 69.037 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.37805 (0.37805) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:18:57 | INFO | Train Epoch: 18 [ 206848/9187328 (2%)] Step: 80.8K | Data (t): 0.545 Batch (t): 1.473, 1095.78/s, 547.888/s/gpu Logit Scale: 69.853 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16246 (0.27025) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:21:20 | INFO | Train Epoch: 18 [ 411648/9187328 (4%)] Step: 80.9K | Data (t): 0.499 Batch (t): 1.428, 1060.75/s, 530.373/s/gpu Logit Scale: 70.276 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.28840 (0.27630) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:23:42 | INFO | Train Epoch: 18 [ 616448/9187328 (7%)] Step: 81.0K | Data (t): 0.494 Batch (t): 1.422, 1104.50/s, 552.250/s/gpu Logit Scale: 70.461 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.33806 (0.29174) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:26:05 | INFO | Train Epoch: 18 [ 821248/9187328 (9%)] Step: 81.1K | Data (t): 0.497 Batch (t): 1.426, 1105.46/s, 552.732/s/gpu Logit Scale: 70.651 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.32756 (0.29891) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:28:28 | INFO | Train Epoch: 18 [1026048/9187328 (11%)] Step: 81.2K | Data (t): 0.499 Batch (t): 1.427, 1112.84/s, 556.418/s/gpu Logit Scale: 70.328 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.37022 (0.31079) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:30:50 | INFO | Train Epoch: 18 [1230848/9187328 (13%)] Step: 81.3K | Data (t): 0.500 Batch (t): 1.427, 1095.24/s, 547.619/s/gpu Logit Scale: 70.093 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.31584 (0.31151) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:33:13 | INFO | Train Epoch: 18 [1435648/9187328 (16%)] Step: 81.4K | Data (t): 0.495 Batch (t): 1.423, 1102.31/s, 551.155/s/gpu Logit Scale: 70.009 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.37284 (0.31918) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:35:35 | INFO | Train Epoch: 18 [1640448/9187328 (18%)] Step: 81.5K | Data (t): 0.495 Batch (t): 1.423, 1055.79/s, 527.896/s/gpu Logit Scale: 70.039 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.29410 (0.31639) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:37:59 | INFO | Train Epoch: 18 [1845248/9187328 (20%)] Step: 81.6K | Data (t): 0.511 Batch (t): 1.439, 1051.42/s, 525.712/s/gpu Logit Scale: 69.700 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.32540 (0.31729) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:40:22 | INFO | Train Epoch: 18 [2050048/9187328 (22%)] Step: 81.7K | Data (t): 0.508 Batch (t): 1.437, 1118.58/s, 559.291/s/gpu Logit Scale: 69.575 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.40515 (0.32528) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:42:45 | INFO | Train Epoch: 18 [2254848/9187328 (25%)] Step: 81.8K | Data (t): 0.500 Batch (t): 1.427, 1106.56/s, 553.281/s/gpu Logit Scale: 69.413 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.35148 (0.32746) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:45:09 | INFO | Train Epoch: 18 [2459648/9187328 (27%)] Step: 81.9K | Data (t): 0.516 Batch (t): 1.443, 1098.96/s, 549.479/s/gpu Logit Scale: 69.614 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.41525 (0.33422) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:47:32 | INFO | Train Epoch: 18 [2664448/9187328 (29%)] Step: 82.0K | Data (t): 0.498 Batch (t): 1.425, 1133.66/s, 566.831/s/gpu Logit Scale: 69.310 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.36756 (0.33660) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:49:54 | INFO | Train Epoch: 18 [2869248/9187328 (31%)] Step: 82.1K | Data (t): 0.493 Batch (t): 1.419, 1096.36/s, 548.181/s/gpu Logit Scale: 69.165 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.34971 (0.33747) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:52:16 | INFO | Train Epoch: 18 [3074048/9187328 (33%)] Step: 82.2K | Data (t): 0.498 Batch (t): 1.424, 1069.01/s, 534.503/s/gpu Logit Scale: 69.288 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.38863 (0.34067) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:54:39 | INFO | Train Epoch: 18 [3278848/9187328 (36%)] Step: 82.3K | Data (t): 0.496 Batch (t): 1.423, 1084.60/s, 542.302/s/gpu Logit Scale: 69.256 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.44424 (0.34676) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:57:01 | INFO | Train Epoch: 18 [3483648/9187328 (38%)] Step: 82.4K | Data (t): 0.500 Batch (t): 1.427, 1139.60/s, 569.798/s/gpu Logit Scale: 69.162 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.35008 (0.34695) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,07:59:25 | INFO | Train Epoch: 18 [3688448/9187328 (40%)] Step: 82.5K | Data (t): 0.507 Batch (t): 1.434, 1027.29/s, 513.643/s/gpu Logit Scale: 68.969 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.36358 (0.34782) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:01:47 | INFO | Train Epoch: 18 [3893248/9187328 (42%)] Step: 82.6K | Data (t): 0.495 Batch (t): 1.422, 1089.38/s, 544.689/s/gpu Logit Scale: 68.621 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.40214 (0.35054) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:04:10 | INFO | Train Epoch: 18 [4098048/9187328 (45%)] Step: 82.7K | Data (t): 0.501 Batch (t): 1.427, 1062.58/s, 531.288/s/gpu Logit Scale: 68.789 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.37283 (0.35160) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:06:33 | INFO | Train Epoch: 18 [4302848/9187328 (47%)] Step: 82.8K | Data (t): 0.508 Batch (t): 1.435, 1083.62/s, 541.811/s/gpu Logit Scale: 68.554 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.39794 (0.35371) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:08:55 | INFO | Train Epoch: 18 [4507648/9187328 (49%)] Step: 82.9K | Data (t): 0.492 Batch (t): 1.418, 1049.24/s, 524.620/s/gpu Logit Scale: 68.346 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.40599 (0.35598) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:11:18 | INFO | Train Epoch: 18 [4712448/9187328 (51%)] Step: 83.0K | Data (t): 0.500 Batch (t): 1.426, 1044.29/s, 522.144/s/gpu Logit Scale: 68.371 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.37401 (0.35673) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:13:40 | INFO | Train Epoch: 18 [4917248/9187328 (54%)] Step: 83.1K | Data (t): 0.495 Batch (t): 1.424, 1087.76/s, 543.881/s/gpu Logit Scale: 68.375 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.40757 (0.35876) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:16:03 | INFO | Train Epoch: 18 [5122048/9187328 (56%)] Step: 83.2K | Data (t): 0.500 Batch (t): 1.428, 1077.00/s, 538.502/s/gpu Logit Scale: 68.422 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.29793 (0.35642) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:18:25 | INFO | Train Epoch: 18 [5326848/9187328 (58%)] Step: 83.3K | Data (t): 0.495 Batch (t): 1.422, 990.126/s, 495.063/s/gpu Logit Scale: 68.437 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.38617 (0.35753) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:20:47 | INFO | Train Epoch: 18 [5531648/9187328 (60%)] Step: 83.4K | Data (t): 0.492 Batch (t): 1.421, 1044.41/s, 522.206/s/gpu Logit Scale: 68.290 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.43499 (0.36029) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:23:11 | INFO | Train Epoch: 18 [5736448/9187328 (62%)] Step: 83.5K | Data (t): 0.505 Batch (t): 1.436, 1062.65/s, 531.324/s/gpu Logit Scale: 68.428 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.41190 (0.36207) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:25:34 | INFO | Train Epoch: 18 [5941248/9187328 (65%)] Step: 83.6K | Data (t): 0.504 Batch (t): 1.430, 1079.65/s, 539.823/s/gpu Logit Scale: 68.130 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.43311 (0.36444) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:27:56 | INFO | Train Epoch: 18 [6146048/9187328 (67%)] Step: 83.7K | Data (t): 0.499 Batch (t): 1.425, 1131.65/s, 565.825/s/gpu Logit Scale: 68.237 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.40067 (0.36561) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:30:18 | INFO | Train Epoch: 18 [6350848/9187328 (69%)] Step: 83.8K | Data (t): 0.492 Batch (t): 1.419, 1067.78/s, 533.892/s/gpu Logit Scale: 67.973 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.38480 (0.36621) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:32:41 | INFO | Train Epoch: 18 [6555648/9187328 (71%)] Step: 83.9K | Data (t): 0.505 Batch (t): 1.429, 1059.54/s, 529.770/s/gpu Logit Scale: 67.873 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.37151 (0.36637) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:35:04 | INFO | Train Epoch: 18 [6760448/9187328 (74%)] Step: 84.0K | Data (t): 0.507 Batch (t): 1.432, 1085.11/s, 542.554/s/gpu Logit Scale: 67.747 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.47774 (0.36964) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:37:27 | INFO | Train Epoch: 18 [6965248/9187328 (76%)] Step: 84.1K | Data (t): 0.501 Batch (t): 1.427, 1049.59/s, 524.794/s/gpu Logit Scale: 67.944 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.41718 (0.37100) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:39:49 | INFO | Train Epoch: 18 [7170048/9187328 (78%)] Step: 84.2K | Data (t): 0.499 Batch (t): 1.425, 1058.67/s, 529.337/s/gpu Logit Scale: 67.891 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.37998 (0.37125) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:42:12 | INFO | Train Epoch: 18 [7374848/9187328 (80%)] Step: 84.3K | Data (t): 0.502 Batch (t): 1.428, 1054.27/s, 527.135/s/gpu Logit Scale: 67.698 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.37600 (0.37138) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:44:36 | INFO | Train Epoch: 18 [7579648/9187328 (83%)] Step: 84.4K | Data (t): 0.512 Batch (t): 1.437, 1059.57/s, 529.783/s/gpu Logit Scale: 67.680 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.39531 (0.37201) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:47:01 | INFO | Train Epoch: 18 [7784448/9187328 (85%)] Step: 84.5K | Data (t): 0.521 Batch (t): 1.448, 1060.53/s, 530.266/s/gpu Logit Scale: 67.747 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.46545 (0.37441) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:49:25 | INFO | Train Epoch: 18 [7989248/9187328 (87%)] Step: 84.6K | Data (t): 0.511 Batch (t): 1.439, 1104.63/s, 552.316/s/gpu Logit Scale: 67.601 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.48488 (0.37717) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:51:49 | INFO | Train Epoch: 18 [8194048/9187328 (89%)] Step: 84.7K | Data (t): 0.478 Batch (t): 1.446, 1088.22/s, 544.110/s/gpu Logit Scale: 68.601 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.28104 (0.37482) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:54:12 | INFO | Train Epoch: 18 [8398848/9187328 (91%)] Step: 84.8K | Data (t): 0.506 Batch (t): 1.423, 1086.28/s, 543.138/s/gpu Logit Scale: 69.471 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.26426 (0.37219) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:56:38 | INFO | Train Epoch: 18 [8603648/9187328 (94%)] Step: 84.9K | Data (t): 0.531 Batch (t): 1.460, 1024.98/s, 512.490/s/gpu Logit Scale: 70.067 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.27648 (0.36996) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,08:59:00 | INFO | Train Epoch: 18 [8808448/9187328 (96%)] Step: 85.0K | Data (t): 0.497 Batch (t): 1.424, 1084.84/s, 542.420/s/gpu Logit Scale: 70.568 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.30237 (0.36843) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:01:23 | INFO | Train Epoch: 18 [9013248/9187328 (98%)] Step: 85.1K | Data (t): 0.505 Batch (t): 1.433, 1097.38/s, 548.690/s/gpu Logit Scale: 70.897 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.31845 (0.36732) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:03:22 | INFO | Train Epoch: 18 [9187328/9187328 (100%)] Step: 85.2K | Data (t): 0.471 Batch (t): 1.400, 2123.73/s, 1061.87/s/gpu Logit Scale: 70.894 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.32590 (0.36642) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:03:22 | INFO | Starting zero-shot imagenet.
2025-01-23,09:03:22 | INFO | Building zero-shot classifier
2025-01-23,09:03:34 | INFO | Using classifier
2025-01-23,09:05:40 | INFO | Finished zero-shot imagenet.
2025-01-23,09:05:43 | INFO | Eval Epoch: 19 [1024 / 205824]	Clip Loss: 1.634690	
2025-01-23,09:06:12 | INFO | Eval Epoch: 19 imagenet-zeroshot-val-top1: 0.2331	imagenet-zeroshot-val-top5: 0.4690	image_to_text_mean_rank: 39.4526	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4733	image_to_text_R@5: 0.7018	image_to_text_R@10: 0.7785	text_to_image_mean_rank: 50.3254	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4764	text_to_image_R@5: 0.7025	text_to_image_R@10: 0.7746	clip_val_loss: 1.5211	epoch: 19.0000	num_samples: 8678.0000
2025-01-23,09:06:13 | INFO | Start epoch 19
2025-01-23,09:06:18 | INFO | Train Epoch: 19 [   2048/9187328 (0%)] Step: 85.2K | Data (t): 3.783 Batch (t): 4.679, 437.728/s, 218.864/s/gpu Logit Scale: 70.892 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.25227 (0.25227) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:08:45 | INFO | Train Epoch: 19 [ 206848/9187328 (2%)] Step: 85.3K | Data (t): 0.542 Batch (t): 1.471, 1077.45/s, 538.724/s/gpu Logit Scale: 71.764 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.28664 (0.26945) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:11:09 | INFO | Train Epoch: 19 [ 411648/9187328 (4%)] Step: 85.4K | Data (t): 0.512 Batch (t): 1.442, 1100.72/s, 550.360/s/gpu Logit Scale: 72.109 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.15953 (0.23281) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:13:34 | INFO | Train Epoch: 19 [ 616448/9187328 (7%)] Step: 85.5K | Data (t): 0.517 Batch (t): 1.446, 1006.63/s, 503.317/s/gpu Logit Scale: 72.420 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.21101 (0.22736) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:15:58 | INFO | Train Epoch: 19 [ 821248/9187328 (9%)] Step: 85.6K | Data (t): 0.517 Batch (t): 1.446, 1036.18/s, 518.090/s/gpu Logit Scale: 72.451 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.24570 (0.23103) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:18:21 | INFO | Train Epoch: 19 [1026048/9187328 (11%)] Step: 85.7K | Data (t): 0.494 Batch (t): 1.422, 1055.21/s, 527.606/s/gpu Logit Scale: 72.251 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.32785 (0.24717) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:20:44 | INFO | Train Epoch: 19 [1230848/9187328 (13%)] Step: 85.8K | Data (t): 0.503 Batch (t): 1.432, 1058.73/s, 529.367/s/gpu Logit Scale: 72.164 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23097 (0.24485) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:23:07 | INFO | Train Epoch: 19 [1435648/9187328 (16%)] Step: 85.9K | Data (t): 0.498 Batch (t): 1.427, 1079.54/s, 539.768/s/gpu Logit Scale: 71.926 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23518 (0.24364) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:25:30 | INFO | Train Epoch: 19 [1640448/9187328 (18%)] Step: 86.0K | Data (t): 0.503 Batch (t): 1.432, 1082.34/s, 541.169/s/gpu Logit Scale: 71.775 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.28083 (0.24777) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:27:52 | INFO | Train Epoch: 19 [1845248/9187328 (20%)] Step: 86.1K | Data (t): 0.498 Batch (t): 1.427, 1109.37/s, 554.686/s/gpu Logit Scale: 71.555 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.31866 (0.25486) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:30:15 | INFO | Train Epoch: 19 [2050048/9187328 (22%)] Step: 86.2K | Data (t): 0.492 Batch (t): 1.421, 1078.30/s, 539.151/s/gpu Logit Scale: 71.409 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.30544 (0.25946) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:32:37 | INFO | Train Epoch: 19 [2254848/9187328 (25%)] Step: 86.3K | Data (t): 0.493 Batch (t): 1.421, 1141.60/s, 570.800/s/gpu Logit Scale: 71.373 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.33730 (0.26595) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:35:01 | INFO | Train Epoch: 19 [2459648/9187328 (27%)] Step: 86.4K | Data (t): 0.512 Batch (t): 1.441, 1114.13/s, 557.065/s/gpu Logit Scale: 71.410 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.32942 (0.27083) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:37:25 | INFO | Train Epoch: 19 [2664448/9187328 (29%)] Step: 86.5K | Data (t): 0.515 Batch (t): 1.442, 1093.24/s, 546.619/s/gpu Logit Scale: 71.295 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.32837 (0.27494) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:39:52 | INFO | Train Epoch: 19 [2869248/9187328 (31%)] Step: 86.6K | Data (t): 0.542 Batch (t): 1.469, 1042.37/s, 521.185/s/gpu Logit Scale: 71.092 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.38254 (0.28211) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:42:21 | INFO | Train Epoch: 19 [3074048/9187328 (33%)] Step: 86.7K | Data (t): 0.566 Batch (t): 1.494, 1039.28/s, 519.639/s/gpu Logit Scale: 70.829 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.34699 (0.28617) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:44:48 | INFO | Train Epoch: 19 [3278848/9187328 (36%)] Step: 86.8K | Data (t): 0.533 Batch (t): 1.463, 1091.91/s, 545.955/s/gpu Logit Scale: 70.951 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.30872 (0.28749) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:47:12 | INFO | Train Epoch: 19 [3483648/9187328 (38%)] Step: 86.9K | Data (t): 0.519 Batch (t): 1.446, 1067.90/s, 533.952/s/gpu Logit Scale: 70.597 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.34264 (0.29056) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:49:35 | INFO | Train Epoch: 19 [3688448/9187328 (40%)] Step: 87.0K | Data (t): 0.501 Batch (t): 1.429, 1058.33/s, 529.165/s/gpu Logit Scale: 70.537 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.31029 (0.29160) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:52:04 | INFO | Train Epoch: 19 [3893248/9187328 (42%)] Step: 87.1K | Data (t): 0.564 Batch (t): 1.489, 1078.61/s, 539.306/s/gpu Logit Scale: 70.389 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.32098 (0.29307) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:54:26 | INFO | Train Epoch: 19 [4098048/9187328 (45%)] Step: 87.2K | Data (t): 0.493 Batch (t): 1.420, 1099.48/s, 549.739/s/gpu Logit Scale: 70.597 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.32916 (0.29478) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:56:49 | INFO | Train Epoch: 19 [4302848/9187328 (47%)] Step: 87.3K | Data (t): 0.502 Batch (t): 1.430, 1107.03/s, 553.517/s/gpu Logit Scale: 70.432 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.28545 (0.29436) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,09:59:11 | INFO | Train Epoch: 19 [4507648/9187328 (49%)] Step: 87.4K | Data (t): 0.497 Batch (t): 1.422, 1082.27/s, 541.133/s/gpu Logit Scale: 70.558 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.37259 (0.29776) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:01:34 | INFO | Train Epoch: 19 [4712448/9187328 (51%)] Step: 87.5K | Data (t): 0.505 Batch (t): 1.430, 1044.23/s, 522.114/s/gpu Logit Scale: 70.556 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.37182 (0.30085) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:03:59 | INFO | Train Epoch: 19 [4917248/9187328 (54%)] Step: 87.6K | Data (t): 0.520 Batch (t): 1.447, 1072.67/s, 536.334/s/gpu Logit Scale: 70.491 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.33056 (0.30204) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:06:22 | INFO | Train Epoch: 19 [5122048/9187328 (56%)] Step: 87.7K | Data (t): 0.505 Batch (t): 1.432, 1051.44/s, 525.719/s/gpu Logit Scale: 70.339 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.33425 (0.30327) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:08:45 | INFO | Train Epoch: 19 [5326848/9187328 (58%)] Step: 87.8K | Data (t): 0.501 Batch (t): 1.428, 1038.36/s, 519.180/s/gpu Logit Scale: 70.390 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.37875 (0.30607) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:11:09 | INFO | Train Epoch: 19 [5531648/9187328 (60%)] Step: 87.9K | Data (t): 0.514 Batch (t): 1.440, 1071.03/s, 535.517/s/gpu Logit Scale: 70.400 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.38826 (0.30901) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:13:32 | INFO | Train Epoch: 19 [5736448/9187328 (62%)] Step: 88.0K | Data (t): 0.504 Batch (t): 1.431, 1122.60/s, 561.299/s/gpu Logit Scale: 70.229 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.37170 (0.31117) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:15:56 | INFO | Train Epoch: 19 [5941248/9187328 (65%)] Step: 88.1K | Data (t): 0.515 Batch (t): 1.441, 1085.99/s, 542.995/s/gpu Logit Scale: 70.305 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.37798 (0.31339) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:18:20 | INFO | Train Epoch: 19 [6146048/9187328 (67%)] Step: 88.2K | Data (t): 0.508 Batch (t): 1.436, 1095.34/s, 547.672/s/gpu Logit Scale: 70.177 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.28133 (0.31236) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:20:43 | INFO | Train Epoch: 19 [6350848/9187328 (69%)] Step: 88.3K | Data (t): 0.506 Batch (t): 1.434, 1091.10/s, 545.549/s/gpu Logit Scale: 70.086 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.28854 (0.31162) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:23:04 | INFO | Train Epoch: 19 [6555648/9187328 (71%)] Step: 88.4K | Data (t): 0.484 Batch (t): 1.414, 1048.12/s, 524.059/s/gpu Logit Scale: 70.116 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.33423 (0.31230) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:25:35 | INFO | Train Epoch: 19 [6760448/9187328 (74%)] Step: 88.5K | Data (t): 0.577 Batch (t): 1.505, 1036.45/s, 518.223/s/gpu Logit Scale: 70.024 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.36126 (0.31374) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:28:05 | INFO | Train Epoch: 19 [6965248/9187328 (76%)] Step: 88.6K | Data (t): 0.574 Batch (t): 1.504, 1021.41/s, 510.704/s/gpu Logit Scale: 70.080 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.36109 (0.31509) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:30:28 | INFO | Train Epoch: 19 [7170048/9187328 (78%)] Step: 88.7K | Data (t): 0.499 Batch (t): 1.429, 1122.69/s, 561.347/s/gpu Logit Scale: 70.122 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.28903 (0.31437) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:32:51 | INFO | Train Epoch: 19 [7374848/9187328 (80%)] Step: 88.8K | Data (t): 0.506 Batch (t): 1.432, 2120.56/s, 1060.28/s/gpu Logit Scale: 70.046 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.27555 (0.31332) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:35:23 | INFO | Train Epoch: 19 [7579648/9187328 (83%)] Step: 88.9K | Data (t): 0.585 Batch (t): 1.517, 2132.50/s, 1066.25/s/gpu Logit Scale: 70.289 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.34857 (0.31425) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:37:47 | INFO | Train Epoch: 19 [7784448/9187328 (85%)] Step: 89.0K | Data (t): 0.512 Batch (t): 1.443, 2138.07/s, 1069.03/s/gpu Logit Scale: 70.064 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.36219 (0.31548) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:40:11 | INFO | Train Epoch: 19 [7989248/9187328 (87%)] Step: 89.1K | Data (t): 0.509 Batch (t): 1.439, 2126.28/s, 1063.14/s/gpu Logit Scale: 70.000 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.34885 (0.31631) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:42:38 | INFO | Train Epoch: 19 [8194048/9187328 (89%)] Step: 89.2K | Data (t): 0.540 Batch (t): 1.464, 1120.82/s, 560.408/s/gpu Logit Scale: 70.718 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23908 (0.31443) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:45:03 | INFO | Train Epoch: 19 [8398848/9187328 (91%)] Step: 89.3K | Data (t): 0.523 Batch (t): 1.452, 1020.18/s, 510.091/s/gpu Logit Scale: 71.424 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.25649 (0.31305) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:47:27 | INFO | Train Epoch: 19 [8603648/9187328 (94%)] Step: 89.4K | Data (t): 0.504 Batch (t): 1.439, 1060.99/s, 530.494/s/gpu Logit Scale: 72.147 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23243 (0.31117) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:49:51 | INFO | Train Epoch: 19 [8808448/9187328 (96%)] Step: 89.5K | Data (t): 0.510 Batch (t): 1.443, 1091.26/s, 545.632/s/gpu Logit Scale: 72.688 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23507 (0.30944) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:52:18 | INFO | Train Epoch: 19 [9013248/9187328 (98%)] Step: 89.6K | Data (t): 0.536 Batch (t): 1.471, 1066.94/s, 533.471/s/gpu Logit Scale: 72.939 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.24219 (0.30795) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:54:16 | INFO | Train Epoch: 19 [9187328/9187328 (100%)] Step: 89.7K | Data (t): 0.455 Batch (t): 1.387, 2072.27/s, 1036.13/s/gpu Logit Scale: 73.137 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.21384 (0.30590) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:54:16 | INFO | Starting zero-shot imagenet.
2025-01-23,10:54:16 | INFO | Building zero-shot classifier
2025-01-23,10:54:28 | INFO | Using classifier
2025-01-23,10:56:33 | INFO | Finished zero-shot imagenet.
2025-01-23,10:56:36 | INFO | Eval Epoch: 20 [1024 / 205824]	Clip Loss: 1.801685	
2025-01-23,10:57:05 | INFO | Eval Epoch: 20 imagenet-zeroshot-val-top1: 0.2319	imagenet-zeroshot-val-top5: 0.4639	image_to_text_mean_rank: 39.0621	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4785	image_to_text_R@5: 0.7047	image_to_text_R@10: 0.7760	text_to_image_mean_rank: 48.0704	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4782	text_to_image_R@5: 0.7034	text_to_image_R@10: 0.7740	clip_val_loss: 1.5626	epoch: 20.0000	num_samples: 8678.0000
2025-01-23,10:57:07 | INFO | Start epoch 20
2025-01-23,10:57:11 | INFO | Train Epoch: 20 [   2048/9187328 (0%)] Step: 89.7K | Data (t): 3.544 Batch (t): 4.446, 460.661/s, 230.330/s/gpu Logit Scale: 73.142 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.20103 (0.20103) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,10:59:31 | INFO | Train Epoch: 20 [ 206848/9187328 (2%)] Step: 89.8K | Data (t): 0.484 Batch (t): 1.394, 1924.33/s, 962.163/s/gpu Logit Scale: 73.584 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23452 (0.21778) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:01:51 | INFO | Train Epoch: 20 [ 411648/9187328 (4%)] Step: 89.9K | Data (t): 0.472 Batch (t): 1.400, 2126.70/s, 1063.35/s/gpu Logit Scale: 74.232 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.21502 (0.21686) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:04:10 | INFO | Train Epoch: 20 [ 616448/9187328 (7%)] Step: 90.0K | Data (t): 0.465 Batch (t): 1.393, 2135.14/s, 1067.57/s/gpu Logit Scale: 74.458 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22900 (0.21989) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:06:30 | INFO | Train Epoch: 20 [ 821248/9187328 (9%)] Step: 90.1K | Data (t): 0.464 Batch (t): 1.395, 2127.66/s, 1063.83/s/gpu Logit Scale: 74.290 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.26897 (0.22971) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:08:49 | INFO | Train Epoch: 20 [1026048/9187328 (11%)] Step: 90.2K | Data (t): 0.465 Batch (t): 1.395, 2129.40/s, 1064.70/s/gpu Logit Scale: 74.387 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.29529 (0.24064) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:11:09 | INFO | Train Epoch: 20 [1230848/9187328 (13%)] Step: 90.3K | Data (t): 0.465 Batch (t): 1.396, 2115.53/s, 1057.76/s/gpu Logit Scale: 74.308 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.26128 (0.24359) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:13:29 | INFO | Train Epoch: 20 [1435648/9187328 (16%)] Step: 90.4K | Data (t): 0.468 Batch (t): 1.398, 2118.38/s, 1059.19/s/gpu Logit Scale: 74.056 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.18811 (0.23665) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:15:49 | INFO | Train Epoch: 20 [1640448/9187328 (18%)] Step: 90.5K | Data (t): 0.476 Batch (t): 1.406, 2122.34/s, 1061.17/s/gpu Logit Scale: 74.254 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22604 (0.23547) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:18:10 | INFO | Train Epoch: 20 [1845248/9187328 (20%)] Step: 90.6K | Data (t): 0.475 Batch (t): 1.404, 2129.44/s, 1064.72/s/gpu Logit Scale: 73.899 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.26396 (0.23832) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:20:30 | INFO | Train Epoch: 20 [2050048/9187328 (22%)] Step: 90.7K | Data (t): 0.476 Batch (t): 1.407, 2122.91/s, 1061.45/s/gpu Logit Scale: 73.859 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.31565 (0.24535) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:22:51 | INFO | Train Epoch: 20 [2254848/9187328 (25%)] Step: 90.8K | Data (t): 0.479 Batch (t): 1.408, 2142.76/s, 1071.38/s/gpu Logit Scale: 73.653 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.27404 (0.24774) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:25:11 | INFO | Train Epoch: 20 [2459648/9187328 (27%)] Step: 90.9K | Data (t): 0.472 Batch (t): 1.398, 2121.84/s, 1060.92/s/gpu Logit Scale: 73.475 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.26571 (0.24913) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:27:31 | INFO | Train Epoch: 20 [2664448/9187328 (29%)] Step: 91.0K | Data (t): 0.473 Batch (t): 1.404, 2117.56/s, 1058.78/s/gpu Logit Scale: 73.406 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.25285 (0.24939) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:29:51 | INFO | Train Epoch: 20 [2869248/9187328 (31%)] Step: 91.1K | Data (t): 0.465 Batch (t): 1.395, 2128.47/s, 1064.24/s/gpu Logit Scale: 73.329 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23303 (0.24830) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:32:11 | INFO | Train Epoch: 20 [3074048/9187328 (33%)] Step: 91.2K | Data (t): 0.473 Batch (t): 1.402, 2126.20/s, 1063.10/s/gpu Logit Scale: 73.107 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.29243 (0.25106) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:34:30 | INFO | Train Epoch: 20 [3278848/9187328 (36%)] Step: 91.3K | Data (t): 0.465 Batch (t): 1.395, 2133.03/s, 1066.52/s/gpu Logit Scale: 72.921 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.28688 (0.25317) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:36:51 | INFO | Train Epoch: 20 [3483648/9187328 (38%)] Step: 91.4K | Data (t): 0.476 Batch (t): 1.404, 2127.01/s, 1063.51/s/gpu Logit Scale: 72.902 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.25995 (0.25354) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:39:13 | INFO | Train Epoch: 20 [3688448/9187328 (40%)] Step: 91.5K | Data (t): 0.497 Batch (t): 1.423, 1056.21/s, 528.106/s/gpu Logit Scale: 73.082 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.26917 (0.25437) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:41:36 | INFO | Train Epoch: 20 [3893248/9187328 (42%)] Step: 91.6K | Data (t): 0.495 Batch (t): 1.425, 1050.42/s, 525.212/s/gpu Logit Scale: 73.135 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23214 (0.25325) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:43:57 | INFO | Train Epoch: 20 [4098048/9187328 (45%)] Step: 91.7K | Data (t): 0.481 Batch (t): 1.411, 1045.08/s, 522.538/s/gpu Logit Scale: 73.157 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23731 (0.25249) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:46:18 | INFO | Train Epoch: 20 [4302848/9187328 (47%)] Step: 91.8K | Data (t): 0.479 Batch (t): 1.409, 1100.23/s, 550.114/s/gpu Logit Scale: 73.033 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.33164 (0.25609) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:48:39 | INFO | Train Epoch: 20 [4507648/9187328 (49%)] Step: 91.9K | Data (t): 0.478 Batch (t): 1.410, 1053.14/s, 526.569/s/gpu Logit Scale: 72.902 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.25174 (0.25590) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:50:59 | INFO | Train Epoch: 20 [4712448/9187328 (51%)] Step: 92.0K | Data (t): 0.474 Batch (t): 1.404, 1114.30/s, 557.150/s/gpu Logit Scale: 72.623 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.27438 (0.25667) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:53:20 | INFO | Train Epoch: 20 [4917248/9187328 (54%)] Step: 92.1K | Data (t): 0.473 Batch (t): 1.405, 1069.90/s, 534.948/s/gpu Logit Scale: 72.726 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.24060 (0.25603) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:55:41 | INFO | Train Epoch: 20 [5122048/9187328 (56%)] Step: 92.2K | Data (t): 0.481 Batch (t): 1.412, 1165.47/s, 582.735/s/gpu Logit Scale: 72.715 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.24746 (0.25570) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,11:58:02 | INFO | Train Epoch: 20 [5326848/9187328 (58%)] Step: 92.3K | Data (t): 0.480 Batch (t): 1.410, 1136.81/s, 568.407/s/gpu Logit Scale: 72.509 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.29328 (0.25709) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:00:23 | INFO | Train Epoch: 20 [5531648/9187328 (60%)] Step: 92.4K | Data (t): 0.479 Batch (t): 1.408, 1124.21/s, 562.104/s/gpu Logit Scale: 72.475 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.26651 (0.25743) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:02:43 | INFO | Train Epoch: 20 [5736448/9187328 (62%)] Step: 92.5K | Data (t): 0.481 Batch (t): 1.406, 1107.49/s, 553.746/s/gpu Logit Scale: 72.367 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.28625 (0.25842) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:05:04 | INFO | Train Epoch: 20 [5941248/9187328 (65%)] Step: 92.6K | Data (t): 0.476 Batch (t): 1.405, 1111.12/s, 555.560/s/gpu Logit Scale: 72.449 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.29926 (0.25978) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:07:25 | INFO | Train Epoch: 20 [6146048/9187328 (67%)] Step: 92.7K | Data (t): 0.489 Batch (t): 1.416, 1131.46/s, 565.731/s/gpu Logit Scale: 72.340 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.28655 (0.26065) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:09:46 | INFO | Train Epoch: 20 [6350848/9187328 (69%)] Step: 92.8K | Data (t): 0.482 Batch (t): 1.411, 1153.48/s, 576.739/s/gpu Logit Scale: 72.535 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.28784 (0.26150) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:12:07 | INFO | Train Epoch: 20 [6555648/9187328 (71%)] Step: 92.9K | Data (t): 0.493 Batch (t): 1.407, 1480.36/s, 740.182/s/gpu Logit Scale: 72.462 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.34419 (0.26400) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:14:28 | INFO | Train Epoch: 20 [6760448/9187328 (74%)] Step: 93.0K | Data (t): 0.487 Batch (t): 1.410, 2134.02/s, 1067.01/s/gpu Logit Scale: 72.265 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23421 (0.26313) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:16:50 | INFO | Train Epoch: 20 [6965248/9187328 (76%)] Step: 93.1K | Data (t): 0.479 Batch (t): 1.415, 2088.08/s, 1044.04/s/gpu Logit Scale: 72.223 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.25343 (0.26285) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:19:10 | INFO | Train Epoch: 20 [7170048/9187328 (78%)] Step: 93.2K | Data (t): 0.462 Batch (t): 1.401, 2109.47/s, 1054.73/s/gpu Logit Scale: 72.214 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22392 (0.26177) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:21:29 | INFO | Train Epoch: 20 [7374848/9187328 (80%)] Step: 93.3K | Data (t): 0.459 Batch (t): 1.394, 2102.98/s, 1051.49/s/gpu Logit Scale: 72.382 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.26469 (0.26185) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:23:48 | INFO | Train Epoch: 20 [7579648/9187328 (83%)] Step: 93.4K | Data (t): 0.459 Batch (t): 1.393, 2103.60/s, 1051.80/s/gpu Logit Scale: 72.473 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.25185 (0.26158) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:26:08 | INFO | Train Epoch: 20 [7784448/9187328 (85%)] Step: 93.5K | Data (t): 0.459 Batch (t): 1.394, 2121.21/s, 1060.60/s/gpu Logit Scale: 72.463 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.27731 (0.26199) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:28:27 | INFO | Train Epoch: 20 [7989248/9187328 (87%)] Step: 93.6K | Data (t): 0.464 Batch (t): 1.394, 2116.15/s, 1058.08/s/gpu Logit Scale: 72.444 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.31191 (0.26324) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:30:49 | INFO | Train Epoch: 20 [8194048/9187328 (89%)] Step: 93.7K | Data (t): 0.489 Batch (t): 1.418, 1147.91/s, 573.955/s/gpu Logit Scale: 73.001 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17778 (0.26115) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:33:10 | INFO | Train Epoch: 20 [8398848/9187328 (91%)] Step: 93.8K | Data (t): 0.480 Batch (t): 1.410, 1136.94/s, 568.469/s/gpu Logit Scale: 73.806 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.21406 (0.26003) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:35:31 | INFO | Train Epoch: 20 [8603648/9187328 (94%)] Step: 93.9K | Data (t): 0.478 Batch (t): 1.408, 1162.69/s, 581.346/s/gpu Logit Scale: 74.385 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22766 (0.25928) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:37:51 | INFO | Train Epoch: 20 [8808448/9187328 (96%)] Step: 94.0K | Data (t): 0.469 Batch (t): 1.399, 1066.97/s, 533.487/s/gpu Logit Scale: 74.764 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16074 (0.25704) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:40:11 | INFO | Train Epoch: 20 [9013248/9187328 (98%)] Step: 94.1K | Data (t): 0.469 Batch (t): 1.400, 1148.71/s, 574.353/s/gpu Logit Scale: 75.136 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.21997 (0.25621) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:42:10 | INFO | Train Epoch: 20 [9187328/9187328 (100%)] Step: 94.2K | Data (t): 0.474 Batch (t): 1.402, 2123.36/s, 1061.68/s/gpu Logit Scale: 75.244 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.20276 (0.25505) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:42:10 | INFO | Starting zero-shot imagenet.
2025-01-23,12:42:10 | INFO | Building zero-shot classifier
2025-01-23,12:42:21 | INFO | Using classifier
2025-01-23,12:44:25 | INFO | Finished zero-shot imagenet.
2025-01-23,12:44:28 | INFO | Eval Epoch: 21 [1024 / 205824]	Clip Loss: 1.703917	
2025-01-23,12:44:57 | INFO | Eval Epoch: 21 imagenet-zeroshot-val-top1: 0.2370	imagenet-zeroshot-val-top5: 0.4740	image_to_text_mean_rank: 39.5162	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4842	image_to_text_R@5: 0.7094	image_to_text_R@10: 0.7767	text_to_image_mean_rank: 50.6263	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4814	text_to_image_R@5: 0.7058	text_to_image_R@10: 0.7738	clip_val_loss: 1.5735	epoch: 21.0000	num_samples: 8678.0000
2025-01-23,12:44:58 | INFO | Start epoch 21
2025-01-23,12:45:03 | INFO | Train Epoch: 21 [   2048/9187328 (0%)] Step: 94.2K | Data (t): 3.750 Batch (t): 4.677, 437.885/s, 218.942/s/gpu Logit Scale: 75.245 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.092355 (0.092355) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:47:25 | INFO | Train Epoch: 21 [ 206848/9187328 (2%)] Step: 94.3K | Data (t): 0.486 Batch (t): 1.420, 1104.54/s, 552.268/s/gpu Logit Scale: 76.023 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17798 (0.13517) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:49:44 | INFO | Train Epoch: 21 [ 411648/9187328 (4%)] Step: 94.4K | Data (t): 0.467 Batch (t): 1.397, 1083.17/s, 541.584/s/gpu Logit Scale: 76.074 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.21447 (0.16160) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:52:04 | INFO | Train Epoch: 21 [ 616448/9187328 (7%)] Step: 94.5K | Data (t): 0.470 Batch (t): 1.398, 1167.38/s, 583.689/s/gpu Logit Scale: 76.318 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10942 (0.14856) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:54:24 | INFO | Train Epoch: 21 [ 821248/9187328 (9%)] Step: 94.6K | Data (t): 0.467 Batch (t): 1.397, 1141.60/s, 570.800/s/gpu Logit Scale: 76.422 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.19808 (0.15846) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:56:44 | INFO | Train Epoch: 21 [1026048/9187328 (11%)] Step: 94.7K | Data (t): 0.469 Batch (t): 1.397, 1081.97/s, 540.986/s/gpu Logit Scale: 76.352 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.18376 (0.16268) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,12:59:04 | INFO | Train Epoch: 21 [1230848/9187328 (13%)] Step: 94.8K | Data (t): 0.472 Batch (t): 1.400, 1115.46/s, 557.732/s/gpu Logit Scale: 76.351 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17260 (0.16410) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:01:23 | INFO | Train Epoch: 21 [1435648/9187328 (16%)] Step: 94.9K | Data (t): 0.473 Batch (t): 1.397, 1121.93/s, 560.966/s/gpu Logit Scale: 76.306 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.20180 (0.16881) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:03:43 | INFO | Train Epoch: 21 [1640448/9187328 (18%)] Step: 95.0K | Data (t): 0.468 Batch (t): 1.394, 1072.11/s, 536.056/s/gpu Logit Scale: 76.340 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.21566 (0.17402) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:06:03 | INFO | Train Epoch: 21 [1845248/9187328 (20%)] Step: 95.1K | Data (t): 0.473 Batch (t): 1.402, 1108.07/s, 554.033/s/gpu Logit Scale: 76.391 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.18114 (0.17473) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:08:23 | INFO | Train Epoch: 21 [2050048/9187328 (22%)] Step: 95.2K | Data (t): 0.475 Batch (t): 1.404, 1072.36/s, 536.182/s/gpu Logit Scale: 76.062 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.18359 (0.17553) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:10:45 | INFO | Train Epoch: 21 [2254848/9187328 (25%)] Step: 95.3K | Data (t): 0.087 Batch (t): 1.419, 2118.75/s, 1059.38/s/gpu Logit Scale: 75.717 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22704 (0.17983) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:13:04 | INFO | Train Epoch: 21 [2459648/9187328 (27%)] Step: 95.4K | Data (t): 0.062 Batch (t): 1.388, 2136.28/s, 1068.14/s/gpu Logit Scale: 75.679 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.24378 (0.18475) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:15:23 | INFO | Train Epoch: 21 [2664448/9187328 (29%)] Step: 95.5K | Data (t): 0.062 Batch (t): 1.394, 2147.60/s, 1073.80/s/gpu Logit Scale: 75.555 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.25677 (0.18989) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:17:42 | INFO | Train Epoch: 21 [2869248/9187328 (31%)] Step: 95.6K | Data (t): 0.088 Batch (t): 1.389, 2228.26/s, 1114.13/s/gpu Logit Scale: 75.380 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.24256 (0.19340) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:20:04 | INFO | Train Epoch: 21 [3074048/9187328 (33%)] Step: 95.7K | Data (t): 0.494 Batch (t): 1.420, 2114.75/s, 1057.37/s/gpu Logit Scale: 75.444 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.18887 (0.19312) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:22:25 | INFO | Train Epoch: 21 [3278848/9187328 (36%)] Step: 95.8K | Data (t): 0.472 Batch (t): 1.402, 2103.88/s, 1051.94/s/gpu Logit Scale: 75.417 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23451 (0.19555) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:24:44 | INFO | Train Epoch: 21 [3483648/9187328 (38%)] Step: 95.9K | Data (t): 0.468 Batch (t): 1.397, 2110.74/s, 1055.37/s/gpu Logit Scale: 75.362 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.24992 (0.19857) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:27:04 | INFO | Train Epoch: 21 [3688448/9187328 (40%)] Step: 96.0K | Data (t): 0.470 Batch (t): 1.397, 2116.64/s, 1058.32/s/gpu Logit Scale: 75.219 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.20342 (0.19883) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:29:24 | INFO | Train Epoch: 21 [3893248/9187328 (42%)] Step: 96.1K | Data (t): 0.474 Batch (t): 1.404, 2090.21/s, 1045.10/s/gpu Logit Scale: 75.091 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22611 (0.20019) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:31:44 | INFO | Train Epoch: 21 [4098048/9187328 (45%)] Step: 96.2K | Data (t): 0.473 Batch (t): 1.400, 2131.22/s, 1065.61/s/gpu Logit Scale: 75.219 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23097 (0.20166) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:34:04 | INFO | Train Epoch: 21 [4302848/9187328 (47%)] Step: 96.3K | Data (t): 0.472 Batch (t): 1.397, 2116.03/s, 1058.01/s/gpu Logit Scale: 75.062 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22616 (0.20277) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:36:25 | INFO | Train Epoch: 21 [4507648/9187328 (49%)] Step: 96.4K | Data (t): 0.478 Batch (t): 1.404, 2101.96/s, 1050.98/s/gpu Logit Scale: 74.994 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.24354 (0.20454) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:38:45 | INFO | Train Epoch: 21 [4712448/9187328 (51%)] Step: 96.5K | Data (t): 0.473 Batch (t): 1.401, 2095.49/s, 1047.74/s/gpu Logit Scale: 75.057 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23170 (0.20568) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:41:06 | INFO | Train Epoch: 21 [4917248/9187328 (54%)] Step: 96.6K | Data (t): 0.488 Batch (t): 1.417, 2126.21/s, 1063.10/s/gpu Logit Scale: 75.309 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.20600 (0.20569) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:43:28 | INFO | Train Epoch: 21 [5122048/9187328 (56%)] Step: 96.7K | Data (t): 0.490 Batch (t): 1.415, 2119.85/s, 1059.92/s/gpu Logit Scale: 75.208 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.21383 (0.20600) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:45:50 | INFO | Train Epoch: 21 [5326848/9187328 (58%)] Step: 96.8K | Data (t): 0.495 Batch (t): 1.422, 2109.87/s, 1054.93/s/gpu Logit Scale: 75.311 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.26796 (0.20830) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:48:12 | INFO | Train Epoch: 21 [5531648/9187328 (60%)] Step: 96.9K | Data (t): 0.497 Batch (t): 1.423, 1103.20/s, 551.598/s/gpu Logit Scale: 75.021 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22983 (0.20907) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:50:41 | INFO | Train Epoch: 21 [5736448/9187328 (62%)] Step: 97.0K | Data (t): 0.563 Batch (t): 1.485, 933.009/s, 466.505/s/gpu Logit Scale: 74.947 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22785 (0.20971) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:53:06 | INFO | Train Epoch: 21 [5941248/9187328 (65%)] Step: 97.1K | Data (t): 0.521 Batch (t): 1.447, 1149.51/s, 574.756/s/gpu Logit Scale: 74.963 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22549 (0.21024) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:55:26 | INFO | Train Epoch: 21 [6146048/9187328 (67%)] Step: 97.2K | Data (t): 0.477 Batch (t): 1.401, 1090.41/s, 545.205/s/gpu Logit Scale: 74.772 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23866 (0.21116) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,13:57:47 | INFO | Train Epoch: 21 [6350848/9187328 (69%)] Step: 97.3K | Data (t): 0.488 Batch (t): 1.409, 1075.02/s, 537.510/s/gpu Logit Scale: 74.811 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22526 (0.21160) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:00:07 | INFO | Train Epoch: 21 [6555648/9187328 (71%)] Step: 97.4K | Data (t): 0.484 Batch (t): 1.405, 1110.92/s, 555.459/s/gpu Logit Scale: 74.888 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.24050 (0.21247) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:02:29 | INFO | Train Epoch: 21 [6760448/9187328 (74%)] Step: 97.5K | Data (t): 0.488 Batch (t): 1.415, 1138.14/s, 569.071/s/gpu Logit Scale: 74.838 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.21117 (0.21243) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:04:49 | INFO | Train Epoch: 21 [6965248/9187328 (76%)] Step: 97.6K | Data (t): 0.480 Batch (t): 1.401, 1125.69/s, 562.847/s/gpu Logit Scale: 74.817 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.20498 (0.21222) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:07:10 | INFO | Train Epoch: 21 [7170048/9187328 (78%)] Step: 97.7K | Data (t): 0.497 Batch (t): 1.418, 1101.73/s, 550.866/s/gpu Logit Scale: 74.649 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17775 (0.21126) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:09:31 | INFO | Train Epoch: 21 [7374848/9187328 (80%)] Step: 97.8K | Data (t): 0.500 Batch (t): 1.406, 1466.43/s, 733.216/s/gpu Logit Scale: 74.696 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.18300 (0.21050) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:11:55 | INFO | Train Epoch: 21 [7579648/9187328 (83%)] Step: 97.9K | Data (t): 0.518 Batch (t): 1.440, 1112.92/s, 556.459/s/gpu Logit Scale: 74.767 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.19728 (0.21015) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:14:19 | INFO | Train Epoch: 21 [7784448/9187328 (85%)] Step: 98.0K | Data (t): 0.508 Batch (t): 1.440, 1077.30/s, 538.650/s/gpu Logit Scale: 74.736 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.24827 (0.21113) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:16:41 | INFO | Train Epoch: 21 [7989248/9187328 (87%)] Step: 98.1K | Data (t): 0.491 Batch (t): 1.418, 1099.88/s, 549.941/s/gpu Logit Scale: 74.552 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.23478 (0.21172) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:19:03 | INFO | Train Epoch: 21 [8194048/9187328 (89%)] Step: 98.2K | Data (t): 0.468 Batch (t): 1.420, 1099.47/s, 549.734/s/gpu Logit Scale: 75.176 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12615 (0.20963) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:21:23 | INFO | Train Epoch: 21 [8398848/9187328 (91%)] Step: 98.3K | Data (t): 0.476 Batch (t): 1.400, 1156.49/s, 578.245/s/gpu Logit Scale: 75.816 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.18293 (0.20900) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:23:44 | INFO | Train Epoch: 21 [8603648/9187328 (94%)] Step: 98.4K | Data (t): 0.484 Batch (t): 1.409, 1049.94/s, 524.968/s/gpu Logit Scale: 76.368 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.18127 (0.20835) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:26:07 | INFO | Train Epoch: 21 [8808448/9187328 (96%)] Step: 98.5K | Data (t): 0.504 Batch (t): 1.429, 1072.15/s, 536.076/s/gpu Logit Scale: 76.859 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16178 (0.20729) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:28:32 | INFO | Train Epoch: 21 [9013248/9187328 (98%)] Step: 98.6K | Data (t): 0.522 Batch (t): 1.450, 1072.32/s, 536.161/s/gpu Logit Scale: 77.278 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16221 (0.20629) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:30:33 | INFO | Train Epoch: 21 [9187328/9187328 (100%)] Step: 98.7K | Data (t): 0.505 Batch (t): 1.431, 2114.12/s, 1057.06/s/gpu Logit Scale: 77.542 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17291 (0.20557) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:30:33 | INFO | Starting zero-shot imagenet.
2025-01-23,14:30:33 | INFO | Building zero-shot classifier
2025-01-23,14:30:45 | INFO | Using classifier
2025-01-23,14:32:49 | INFO | Finished zero-shot imagenet.
2025-01-23,14:32:52 | INFO | Eval Epoch: 22 [1024 / 205824]	Clip Loss: 1.738588	
2025-01-23,14:33:21 | INFO | Eval Epoch: 22 imagenet-zeroshot-val-top1: 0.2392	imagenet-zeroshot-val-top5: 0.4770	image_to_text_mean_rank: 43.1126	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4869	image_to_text_R@5: 0.7108	image_to_text_R@10: 0.7805	text_to_image_mean_rank: 50.2541	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4869	text_to_image_R@5: 0.7019	text_to_image_R@10: 0.7760	clip_val_loss: 1.6331	epoch: 22.0000	num_samples: 8678.0000
2025-01-23,14:33:23 | INFO | Start epoch 22
2025-01-23,14:33:27 | INFO | Train Epoch: 22 [   2048/9187328 (0%)] Step: 98.7K | Data (t): 3.676 Batch (t): 4.613, 443.943/s, 221.971/s/gpu Logit Scale: 77.542 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.15253 (0.15253) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:35:49 | INFO | Train Epoch: 22 [ 206848/9187328 (2%)] Step: 98.8K | Data (t): 0.495 Batch (t): 1.412, 2132.41/s, 1066.20/s/gpu Logit Scale: 78.015 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13702 (0.14478) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:38:11 | INFO | Train Epoch: 22 [ 411648/9187328 (4%)] Step: 98.9K | Data (t): 0.496 Batch (t): 1.421, 2128.42/s, 1064.21/s/gpu Logit Scale: 78.487 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10259 (0.13071) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:40:32 | INFO | Train Epoch: 22 [ 616448/9187328 (7%)] Step: 99.0K | Data (t): 0.383 Batch (t): 1.414, 2140.06/s, 1070.03/s/gpu Logit Scale: 78.601 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17286 (0.14125) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:42:53 | INFO | Train Epoch: 22 [ 821248/9187328 (9%)] Step: 99.1K | Data (t): 0.481 Batch (t): 1.411, 2118.98/s, 1059.49/s/gpu Logit Scale: 78.692 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12436 (0.13787) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:45:14 | INFO | Train Epoch: 22 [1026048/9187328 (11%)] Step: 99.2K | Data (t): 0.481 Batch (t): 1.409, 2111.47/s, 1055.74/s/gpu Logit Scale: 78.770 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11921 (0.13476) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:47:36 | INFO | Train Epoch: 22 [1230848/9187328 (13%)] Step: 99.3K | Data (t): 0.441 Batch (t): 1.425, 1062.53/s, 531.263/s/gpu Logit Scale: 78.677 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22157 (0.14716) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:49:57 | INFO | Train Epoch: 22 [1435648/9187328 (16%)] Step: 99.4K | Data (t): 0.040 Batch (t): 1.409, 1145.38/s, 572.689/s/gpu Logit Scale: 78.637 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.18949 (0.15245) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:52:19 | INFO | Train Epoch: 22 [1640448/9187328 (18%)] Step: 99.5K | Data (t): 0.068 Batch (t): 1.416, 1452.95/s, 726.473/s/gpu Logit Scale: 78.694 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.14662 (0.15180) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:54:40 | INFO | Train Epoch: 22 [1845248/9187328 (20%)] Step: 99.6K | Data (t): 0.065 Batch (t): 1.415, 1095.77/s, 547.884/s/gpu Logit Scale: 78.520 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.15514 (0.15214) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:57:00 | INFO | Train Epoch: 22 [2050048/9187328 (22%)] Step: 99.7K | Data (t): 0.055 Batch (t): 1.396, 1183.66/s, 591.832/s/gpu Logit Scale: 78.331 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17923 (0.15460) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,14:59:20 | INFO | Train Epoch: 22 [2254848/9187328 (25%)] Step: 99.8K | Data (t): 0.415 Batch (t): 1.404, 2098.89/s, 1049.44/s/gpu Logit Scale: 78.285 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16804 (0.15572) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:01:42 | INFO | Train Epoch: 22 [2459648/9187328 (27%)] Step: 99.9K | Data (t): 0.475 Batch (t): 1.414, 2058.93/s, 1029.46/s/gpu Logit Scale: 78.227 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.18770 (0.15818) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:04:03 | INFO | Train Epoch: 22 [2664448/9187328 (29%)] Step: 100.0K | Data (t): 0.480 Batch (t): 1.416, 2108.95/s, 1054.48/s/gpu Logit Scale: 78.068 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.15575 (0.15801) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:06:25 | INFO | Train Epoch: 22 [2869248/9187328 (31%)] Step: 100.1K | Data (t): 0.484 Batch (t): 1.417, 2088.99/s, 1044.49/s/gpu Logit Scale: 78.059 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16287 (0.15833) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:08:47 | INFO | Train Epoch: 22 [3074048/9187328 (33%)] Step: 100.2K | Data (t): 0.482 Batch (t): 1.415, 2099.15/s, 1049.58/s/gpu Logit Scale: 78.142 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.19336 (0.16052) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:11:08 | INFO | Train Epoch: 22 [3278848/9187328 (36%)] Step: 100.3K | Data (t): 0.484 Batch (t): 1.418, 2091.04/s, 1045.52/s/gpu Logit Scale: 77.984 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.18038 (0.16169) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:13:30 | INFO | Train Epoch: 22 [3483648/9187328 (38%)] Step: 100.4K | Data (t): 0.486 Batch (t): 1.421, 2090.49/s, 1045.24/s/gpu Logit Scale: 77.761 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17060 (0.16218) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:15:53 | INFO | Train Epoch: 22 [3688448/9187328 (40%)] Step: 100.5K | Data (t): 0.482 Batch (t): 1.421, 2098.96/s, 1049.48/s/gpu Logit Scale: 77.866 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.19934 (0.16414) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:18:14 | INFO | Train Epoch: 22 [3893248/9187328 (42%)] Step: 100.6K | Data (t): 0.481 Batch (t): 1.416, 2112.61/s, 1056.31/s/gpu Logit Scale: 77.850 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.20670 (0.16627) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:20:36 | INFO | Train Epoch: 22 [4098048/9187328 (45%)] Step: 100.7K | Data (t): 0.482 Batch (t): 1.418, 2096.00/s, 1048.00/s/gpu Logit Scale: 77.878 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.18127 (0.16698) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:22:57 | INFO | Train Epoch: 22 [4302848/9187328 (47%)] Step: 100.8K | Data (t): 0.480 Batch (t): 1.413, 2109.87/s, 1054.93/s/gpu Logit Scale: 77.762 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17986 (0.16757) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:25:18 | INFO | Train Epoch: 22 [4507648/9187328 (49%)] Step: 100.9K | Data (t): 0.473 Batch (t): 1.407, 2103.23/s, 1051.62/s/gpu Logit Scale: 77.632 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17690 (0.16797) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:27:39 | INFO | Train Epoch: 22 [4712448/9187328 (51%)] Step: 101.0K | Data (t): 0.474 Batch (t): 1.408, 2121.20/s, 1060.60/s/gpu Logit Scale: 77.610 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.19877 (0.16926) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:30:00 | INFO | Train Epoch: 22 [4917248/9187328 (54%)] Step: 101.1K | Data (t): 0.479 Batch (t): 1.413, 2083.31/s, 1041.66/s/gpu Logit Scale: 77.590 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16566 (0.16911) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:32:21 | INFO | Train Epoch: 22 [5122048/9187328 (56%)] Step: 101.2K | Data (t): 0.475 Batch (t): 1.412, 2079.08/s, 1039.54/s/gpu Logit Scale: 77.450 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17589 (0.16937) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:34:43 | INFO | Train Epoch: 22 [5326848/9187328 (58%)] Step: 101.3K | Data (t): 0.483 Batch (t): 1.420, 2111.60/s, 1055.80/s/gpu Logit Scale: 77.530 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17410 (0.16955) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:37:06 | INFO | Train Epoch: 22 [5531648/9187328 (60%)] Step: 101.4K | Data (t): 0.485 Batch (t): 1.422, 2056.43/s, 1028.22/s/gpu Logit Scale: 77.485 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16368 (0.16934) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:39:28 | INFO | Train Epoch: 22 [5736448/9187328 (62%)] Step: 101.5K | Data (t): 0.484 Batch (t): 1.424, 2044.08/s, 1022.04/s/gpu Logit Scale: 77.409 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.20877 (0.17070) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:41:49 | INFO | Train Epoch: 22 [5941248/9187328 (65%)] Step: 101.6K | Data (t): 0.475 Batch (t): 1.411, 2094.31/s, 1047.16/s/gpu Logit Scale: 77.333 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.20273 (0.17177) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:44:10 | INFO | Train Epoch: 22 [6146048/9187328 (67%)] Step: 101.7K | Data (t): 0.475 Batch (t): 1.411, 2095.00/s, 1047.50/s/gpu Logit Scale: 77.246 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22386 (0.17345) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:46:31 | INFO | Train Epoch: 22 [6350848/9187328 (69%)] Step: 101.8K | Data (t): 0.473 Batch (t): 1.411, 2084.40/s, 1042.20/s/gpu Logit Scale: 77.397 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.19030 (0.17397) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:48:52 | INFO | Train Epoch: 22 [6555648/9187328 (71%)] Step: 101.9K | Data (t): 0.474 Batch (t): 1.408, 2110.98/s, 1055.49/s/gpu Logit Scale: 77.527 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.20741 (0.17499) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:51:13 | INFO | Train Epoch: 22 [6760448/9187328 (74%)] Step: 102.0K | Data (t): 0.481 Batch (t): 1.413, 1210.62/s, 605.309/s/gpu Logit Scale: 77.595 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.22788 (0.17654) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:53:36 | INFO | Train Epoch: 22 [6965248/9187328 (76%)] Step: 102.1K | Data (t): 0.478 Batch (t): 1.423, 1120.36/s, 560.178/s/gpu Logit Scale: 77.598 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.15298 (0.17587) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:55:57 | INFO | Train Epoch: 22 [7170048/9187328 (78%)] Step: 102.2K | Data (t): 0.466 Batch (t): 1.410, 1110.09/s, 555.044/s/gpu Logit Scale: 77.641 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17917 (0.17596) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,15:58:18 | INFO | Train Epoch: 22 [7374848/9187328 (80%)] Step: 102.3K | Data (t): 0.470 Batch (t): 1.409, 1099.14/s, 549.570/s/gpu Logit Scale: 77.536 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13795 (0.17493) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:00:38 | INFO | Train Epoch: 22 [7579648/9187328 (83%)] Step: 102.4K | Data (t): 0.462 Batch (t): 1.405, 1089.34/s, 544.672/s/gpu Logit Scale: 77.518 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17689 (0.17499) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:03:00 | INFO | Train Epoch: 22 [7784448/9187328 (85%)] Step: 102.5K | Data (t): 0.470 Batch (t): 1.418, 1083.34/s, 541.669/s/gpu Logit Scale: 77.451 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17798 (0.17506) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:05:21 | INFO | Train Epoch: 22 [7989248/9187328 (87%)] Step: 102.6K | Data (t): 0.415 Batch (t): 1.413, 1772.06/s, 886.030/s/gpu Logit Scale: 77.386 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17718 (0.17512) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:07:45 | INFO | Train Epoch: 22 [8194048/9187328 (89%)] Step: 102.7K | Data (t): 0.393 Batch (t): 1.433, 2121.75/s, 1060.87/s/gpu Logit Scale: 78.014 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13249 (0.17408) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:10:07 | INFO | Train Epoch: 22 [8398848/9187328 (91%)] Step: 102.8K | Data (t): 0.490 Batch (t): 1.426, 2067.72/s, 1033.86/s/gpu Logit Scale: 78.523 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.14238 (0.17332) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:12:30 | INFO | Train Epoch: 22 [8603648/9187328 (94%)] Step: 102.9K | Data (t): 0.490 Batch (t): 1.428, 2088.07/s, 1044.03/s/gpu Logit Scale: 79.026 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13624 (0.17246) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:14:53 | INFO | Train Epoch: 22 [8808448/9187328 (96%)] Step: 103.0K | Data (t): 0.491 Batch (t): 1.427, 2095.41/s, 1047.70/s/gpu Logit Scale: 79.461 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.15249 (0.17200) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:17:14 | INFO | Train Epoch: 22 [9013248/9187328 (98%)] Step: 103.1K | Data (t): 0.479 Batch (t): 1.415, 2090.04/s, 1045.02/s/gpu Logit Scale: 79.837 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.14939 (0.17150) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:19:15 | INFO | Train Epoch: 22 [9187328/9187328 (100%)] Step: 103.2K | Data (t): 0.483 Batch (t): 1.416, 1109.26/s, 554.631/s/gpu Logit Scale: 80.027 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13308 (0.17067) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:19:15 | INFO | Starting zero-shot imagenet.
2025-01-23,16:19:15 | INFO | Building zero-shot classifier
2025-01-23,16:19:26 | INFO | Using classifier
2025-01-23,16:21:30 | INFO | Finished zero-shot imagenet.
2025-01-23,16:21:34 | INFO | Eval Epoch: 23 [1024 / 205824]	Clip Loss: 1.733548	
2025-01-23,16:22:03 | INFO | Eval Epoch: 23 imagenet-zeroshot-val-top1: 0.2425	imagenet-zeroshot-val-top5: 0.4804	image_to_text_mean_rank: 43.9389	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4976	image_to_text_R@5: 0.7142	image_to_text_R@10: 0.7790	text_to_image_mean_rank: 53.1378	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4937	text_to_image_R@5: 0.7100	text_to_image_R@10: 0.7749	clip_val_loss: 1.6700	epoch: 23.0000	num_samples: 8678.0000
2025-01-23,16:22:04 | INFO | Start epoch 23
2025-01-23,16:22:09 | INFO | Train Epoch: 23 [   2048/9187328 (0%)] Step: 103.2K | Data (t): 3.783 Batch (t): 4.683, 437.292/s, 218.646/s/gpu Logit Scale: 80.031 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13636 (0.13636) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:24:30 | INFO | Train Epoch: 23 [ 206848/9187328 (2%)] Step: 103.3K | Data (t): 0.468 Batch (t): 1.411, 1134.62/s, 567.309/s/gpu Logit Scale: 80.577 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.093020 (0.11469) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:26:51 | INFO | Train Epoch: 23 [ 411648/9187328 (4%)] Step: 103.4K | Data (t): 0.461 Batch (t): 1.408, 1123.14/s, 561.568/s/gpu Logit Scale: 80.902 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12373 (0.11770) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:29:12 | INFO | Train Epoch: 23 [ 616448/9187328 (7%)] Step: 103.5K | Data (t): 0.460 Batch (t): 1.410, 1260.80/s, 630.399/s/gpu Logit Scale: 80.934 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12393 (0.11926) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:31:33 | INFO | Train Epoch: 23 [ 821248/9187328 (9%)] Step: 103.6K | Data (t): 0.256 Batch (t): 1.417, 1091.38/s, 545.689/s/gpu Logit Scale: 81.163 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.14332 (0.12407) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:33:55 | INFO | Train Epoch: 23 [1026048/9187328 (11%)] Step: 103.7K | Data (t): 0.446 Batch (t): 1.412, 1132.03/s, 566.014/s/gpu Logit Scale: 81.136 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.14743 (0.12796) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:36:16 | INFO | Train Epoch: 23 [1230848/9187328 (13%)] Step: 103.8K | Data (t): 0.471 Batch (t): 1.418, 1096.19/s, 548.093/s/gpu Logit Scale: 81.064 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13752 (0.12933) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:38:37 | INFO | Train Epoch: 23 [1435648/9187328 (16%)] Step: 103.9K | Data (t): 0.400 Batch (t): 1.403, 1459.25/s, 729.627/s/gpu Logit Scale: 81.182 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12362 (0.12862) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:40:57 | INFO | Train Epoch: 23 [1640448/9187328 (18%)] Step: 104.0K | Data (t): 0.056 Batch (t): 1.407, 2132.78/s, 1066.39/s/gpu Logit Scale: 81.136 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13075 (0.12885) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:43:18 | INFO | Train Epoch: 23 [1845248/9187328 (20%)] Step: 104.1K | Data (t): 0.040 Batch (t): 1.409, 2129.29/s, 1064.64/s/gpu Logit Scale: 81.038 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.15394 (0.13136) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:45:40 | INFO | Train Epoch: 23 [2050048/9187328 (22%)] Step: 104.2K | Data (t): 0.058 Batch (t): 1.419, 2114.85/s, 1057.43/s/gpu Logit Scale: 80.872 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.14104 (0.13224) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:48:02 | INFO | Train Epoch: 23 [2254848/9187328 (25%)] Step: 104.3K | Data (t): 0.064 Batch (t): 1.415, 2111.50/s, 1055.75/s/gpu Logit Scale: 80.847 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16827 (0.13524) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:50:23 | INFO | Train Epoch: 23 [2459648/9187328 (27%)] Step: 104.4K | Data (t): 0.064 Batch (t): 1.411, 2035.64/s, 1017.82/s/gpu Logit Scale: 80.623 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.14633 (0.13610) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:52:45 | INFO | Train Epoch: 23 [2664448/9187328 (29%)] Step: 104.5K | Data (t): 0.070 Batch (t): 1.424, 2098.22/s, 1049.11/s/gpu Logit Scale: 80.623 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13134 (0.13576) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:55:06 | INFO | Train Epoch: 23 [2869248/9187328 (31%)] Step: 104.6K | Data (t): 0.074 Batch (t): 1.410, 2100.82/s, 1050.41/s/gpu Logit Scale: 80.526 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13973 (0.13602) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:57:27 | INFO | Train Epoch: 23 [3074048/9187328 (33%)] Step: 104.7K | Data (t): 0.068 Batch (t): 1.411, 2130.80/s, 1065.40/s/gpu Logit Scale: 80.530 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13485 (0.13595) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,16:59:49 | INFO | Train Epoch: 23 [3278848/9187328 (36%)] Step: 104.8K | Data (t): 0.068 Batch (t): 1.414, 2034.68/s, 1017.34/s/gpu Logit Scale: 80.426 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16977 (0.13794) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:02:10 | INFO | Train Epoch: 23 [3483648/9187328 (38%)] Step: 104.9K | Data (t): 0.045 Batch (t): 1.415, 2031.77/s, 1015.88/s/gpu Logit Scale: 80.367 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.17021 (0.13973) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:04:31 | INFO | Train Epoch: 23 [3688448/9187328 (40%)] Step: 105.0K | Data (t): 0.252 Batch (t): 1.409, 1291.10/s, 645.548/s/gpu Logit Scale: 80.290 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16730 (0.14118) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:06:52 | INFO | Train Epoch: 23 [3893248/9187328 (42%)] Step: 105.1K | Data (t): 0.417 Batch (t): 1.411, 1137.39/s, 568.696/s/gpu Logit Scale: 80.363 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.15493 (0.14187) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:09:14 | INFO | Train Epoch: 23 [4098048/9187328 (45%)] Step: 105.2K | Data (t): 0.291 Batch (t): 1.418, 1331.75/s, 665.873/s/gpu Logit Scale: 80.393 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.14045 (0.14180) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:11:35 | INFO | Train Epoch: 23 [4302848/9187328 (47%)] Step: 105.3K | Data (t): 0.147 Batch (t): 1.412, 1400.82/s, 700.408/s/gpu Logit Scale: 80.411 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12779 (0.14117) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:13:57 | INFO | Train Epoch: 23 [4507648/9187328 (49%)] Step: 105.4K | Data (t): 0.333 Batch (t): 1.414, 1092.48/s, 546.241/s/gpu Logit Scale: 80.469 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16626 (0.14226) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:16:19 | INFO | Train Epoch: 23 [4712448/9187328 (51%)] Step: 105.5K | Data (t): 0.477 Batch (t): 1.427, 1104.76/s, 552.382/s/gpu Logit Scale: 80.447 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12851 (0.14168) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:18:41 | INFO | Train Epoch: 23 [4917248/9187328 (54%)] Step: 105.6K | Data (t): 0.421 Batch (t): 1.414, 1023.64/s, 511.822/s/gpu Logit Scale: 80.421 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.14717 (0.14190) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:21:02 | INFO | Train Epoch: 23 [5122048/9187328 (56%)] Step: 105.7K | Data (t): 0.465 Batch (t): 1.417, 1079.43/s, 539.714/s/gpu Logit Scale: 80.415 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13871 (0.14178) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:23:24 | INFO | Train Epoch: 23 [5326848/9187328 (58%)] Step: 105.8K | Data (t): 0.378 Batch (t): 1.418, 1469.71/s, 734.855/s/gpu Logit Scale: 80.454 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16999 (0.14283) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:25:48 | INFO | Train Epoch: 23 [5531648/9187328 (60%)] Step: 105.9K | Data (t): 0.205 Batch (t): 1.440, 2067.33/s, 1033.66/s/gpu Logit Scale: 80.476 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13590 (0.14258) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:28:17 | INFO | Train Epoch: 23 [5736448/9187328 (62%)] Step: 106.0K | Data (t): 0.554 Batch (t): 1.488, 2111.52/s, 1055.76/s/gpu Logit Scale: 80.376 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.18006 (0.14387) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:30:40 | INFO | Train Epoch: 23 [5941248/9187328 (65%)] Step: 106.1K | Data (t): 0.500 Batch (t): 1.434, 2099.66/s, 1049.83/s/gpu Logit Scale: 80.407 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16111 (0.14445) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:33:01 | INFO | Train Epoch: 23 [6146048/9187328 (67%)] Step: 106.2K | Data (t): 0.472 Batch (t): 1.407, 2140.93/s, 1070.47/s/gpu Logit Scale: 80.472 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.16476 (0.14510) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:35:24 | INFO | Train Epoch: 23 [6350848/9187328 (69%)] Step: 106.3K | Data (t): 0.490 Batch (t): 1.425, 2088.64/s, 1044.32/s/gpu Logit Scale: 80.424 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.15548 (0.14542) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:37:46 | INFO | Train Epoch: 23 [6555648/9187328 (71%)] Step: 106.4K | Data (t): 0.488 Batch (t): 1.425, 2078.86/s, 1039.43/s/gpu Logit Scale: 80.452 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.15402 (0.14569) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:40:08 | INFO | Train Epoch: 23 [6760448/9187328 (74%)] Step: 106.5K | Data (t): 0.480 Batch (t): 1.418, 2067.74/s, 1033.87/s/gpu Logit Scale: 80.543 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11064 (0.14465) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:42:30 | INFO | Train Epoch: 23 [6965248/9187328 (76%)] Step: 106.6K | Data (t): 0.483 Batch (t): 1.417, 2063.35/s, 1031.67/s/gpu Logit Scale: 80.485 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.14463 (0.14465) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:44:52 | INFO | Train Epoch: 23 [7170048/9187328 (78%)] Step: 106.7K | Data (t): 0.493 Batch (t): 1.423, 2086.64/s, 1043.32/s/gpu Logit Scale: 80.485 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.15666 (0.14499) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:47:15 | INFO | Train Epoch: 23 [7374848/9187328 (80%)] Step: 106.8K | Data (t): 0.495 Batch (t): 1.433, 2103.84/s, 1051.92/s/gpu Logit Scale: 80.486 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.19892 (0.14644) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:49:36 | INFO | Train Epoch: 23 [7579648/9187328 (83%)] Step: 106.9K | Data (t): 0.459 Batch (t): 1.404, 2092.02/s, 1046.01/s/gpu Logit Scale: 80.512 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.15277 (0.14661) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:51:57 | INFO | Train Epoch: 23 [7784448/9187328 (85%)] Step: 107.0K | Data (t): 0.468 Batch (t): 1.416, 2148.13/s, 1074.06/s/gpu Logit Scale: 80.556 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11805 (0.14588) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:54:24 | INFO | Train Epoch: 23 [7989248/9187328 (87%)] Step: 107.1K | Data (t): 0.143 Batch (t): 1.468, 2056.04/s, 1028.02/s/gpu Logit Scale: 80.427 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.15823 (0.14619) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:56:51 | INFO | Train Epoch: 23 [8194048/9187328 (89%)] Step: 107.2K | Data (t): 0.259 Batch (t): 1.467, 1107.16/s, 553.579/s/gpu Logit Scale: 80.836 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10563 (0.14520) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,17:59:12 | INFO | Train Epoch: 23 [8398848/9187328 (91%)] Step: 107.3K | Data (t): 0.464 Batch (t): 1.418, 1306.65/s, 653.326/s/gpu Logit Scale: 81.330 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11131 (0.14439) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:01:36 | INFO | Train Epoch: 23 [8603648/9187328 (94%)] Step: 107.4K | Data (t): 0.306 Batch (t): 1.434, 1083.31/s, 541.653/s/gpu Logit Scale: 81.682 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10756 (0.14354) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:03:59 | INFO | Train Epoch: 23 [8808448/9187328 (96%)] Step: 107.5K | Data (t): 0.491 Batch (t): 1.434, 1130.35/s, 565.174/s/gpu Logit Scale: 81.996 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12241 (0.14306) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:06:21 | INFO | Train Epoch: 23 [9013248/9187328 (98%)] Step: 107.6K | Data (t): 0.475 Batch (t): 1.416, 1109.79/s, 554.896/s/gpu Logit Scale: 82.310 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.082344 (0.14171) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:08:21 | INFO | Train Epoch: 23 [9187328/9187328 (100%)] Step: 107.7K | Data (t): 0.478 Batch (t): 1.420, 2114.97/s, 1057.49/s/gpu Logit Scale: 82.463 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12065 (0.14125) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:08:21 | INFO | Starting zero-shot imagenet.
2025-01-23,18:08:21 | INFO | Building zero-shot classifier
2025-01-23,18:08:33 | INFO | Using classifier
2025-01-23,18:10:35 | INFO | Finished zero-shot imagenet.
2025-01-23,18:10:39 | INFO | Eval Epoch: 24 [1024 / 205824]	Clip Loss: 1.773276	
2025-01-23,18:11:07 | INFO | Eval Epoch: 24 imagenet-zeroshot-val-top1: 0.2439	imagenet-zeroshot-val-top5: 0.4818	image_to_text_mean_rank: 45.8963	image_to_text_median_rank: 2.0000	image_to_text_R@1: 0.4985	image_to_text_R@5: 0.7128	image_to_text_R@10: 0.7815	text_to_image_mean_rank: 55.1105	text_to_image_median_rank: 2.0000	text_to_image_R@1: 0.4982	text_to_image_R@5: 0.7103	text_to_image_R@10: 0.7790	clip_val_loss: 1.7128	epoch: 24.0000	num_samples: 8678.0000
2025-01-23,18:11:09 | INFO | Start epoch 24
2025-01-23,18:11:14 | INFO | Train Epoch: 24 [   2048/9187328 (0%)] Step: 107.7K | Data (t): 3.851 Batch (t): 4.756, 430.578/s, 215.289/s/gpu Logit Scale: 82.465 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11426 (0.11426) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:13:42 | INFO | Train Epoch: 24 [ 206848/9187328 (2%)] Step: 107.8K | Data (t): 0.548 Batch (t): 1.486, 983.649/s, 491.825/s/gpu Logit Scale: 82.907 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.093790 (0.10402) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:16:05 | INFO | Train Epoch: 24 [ 411648/9187328 (4%)] Step: 107.9K | Data (t): 0.495 Batch (t): 1.427, 1101.48/s, 550.742/s/gpu Logit Scale: 83.097 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10436 (0.10414) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:18:31 | INFO | Train Epoch: 24 [ 616448/9187328 (7%)] Step: 108.0K | Data (t): 0.304 Batch (t): 1.466, 1098.65/s, 549.323/s/gpu Logit Scale: 83.285 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.076683 (0.097274) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:20:54 | INFO | Train Epoch: 24 [ 821248/9187328 (9%)] Step: 108.1K | Data (t): 0.069 Batch (t): 1.429, 1150.94/s, 575.468/s/gpu Logit Scale: 83.348 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.099909 (0.097801) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:23:19 | INFO | Train Epoch: 24 [1026048/9187328 (11%)] Step: 108.2K | Data (t): 0.352 Batch (t): 1.444, 2121.96/s, 1060.98/s/gpu Logit Scale: 83.467 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11756 (0.10109) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:25:40 | INFO | Train Epoch: 24 [1230848/9187328 (13%)] Step: 108.3K | Data (t): 0.478 Batch (t): 1.413, 2050.63/s, 1025.31/s/gpu Logit Scale: 83.578 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10816 (0.10210) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:28:01 | INFO | Train Epoch: 24 [1435648/9187328 (16%)] Step: 108.4K | Data (t): 0.475 Batch (t): 1.412, 2061.27/s, 1030.64/s/gpu Logit Scale: 83.713 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.094020 (0.10109) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:30:22 | INFO | Train Epoch: 24 [1640448/9187328 (18%)] Step: 108.5K | Data (t): 0.469 Batch (t): 1.404, 2068.40/s, 1034.20/s/gpu Logit Scale: 83.615 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.087544 (0.099588) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:32:43 | INFO | Train Epoch: 24 [1845248/9187328 (20%)] Step: 108.6K | Data (t): 0.476 Batch (t): 1.412, 2135.54/s, 1067.77/s/gpu Logit Scale: 83.539 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.096234 (0.099253) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:35:14 | INFO | Train Epoch: 24 [2050048/9187328 (22%)] Step: 108.7K | Data (t): 0.575 Batch (t): 1.508, 961.398/s, 480.699/s/gpu Logit Scale: 83.458 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12342 (0.10145) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:37:37 | INFO | Train Epoch: 24 [2254848/9187328 (25%)] Step: 108.8K | Data (t): 0.501 Batch (t): 1.438, 1105.98/s, 552.992/s/gpu Logit Scale: 83.561 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12275 (0.10322) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:39:59 | INFO | Train Epoch: 24 [2459648/9187328 (27%)] Step: 108.9K | Data (t): 0.480 Batch (t): 1.416, 2089.96/s, 1044.98/s/gpu Logit Scale: 83.553 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13356 (0.10556) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:42:22 | INFO | Train Epoch: 24 [2664448/9187328 (29%)] Step: 109.0K | Data (t): 0.500 Batch (t): 1.429, 1742.41/s, 871.207/s/gpu Logit Scale: 83.545 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13644 (0.10776) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:44:43 | INFO | Train Epoch: 24 [2869248/9187328 (31%)] Step: 109.1K | Data (t): 0.477 Batch (t): 1.413, 2061.74/s, 1030.87/s/gpu Logit Scale: 83.455 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11451 (0.10821) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:47:07 | INFO | Train Epoch: 24 [3074048/9187328 (33%)] Step: 109.2K | Data (t): 0.453 Batch (t): 1.435, 2052.33/s, 1026.16/s/gpu Logit Scale: 83.395 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13109 (0.10964) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:49:29 | INFO | Train Epoch: 24 [3278848/9187328 (36%)] Step: 109.3K | Data (t): 0.364 Batch (t): 1.425, 2044.25/s, 1022.13/s/gpu Logit Scale: 83.469 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11719 (0.11009) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:51:52 | INFO | Train Epoch: 24 [3483648/9187328 (38%)] Step: 109.4K | Data (t): 0.475 Batch (t): 1.423, 2034.09/s, 1017.05/s/gpu Logit Scale: 83.518 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10920 (0.11004) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:54:16 | INFO | Train Epoch: 24 [3688448/9187328 (40%)] Step: 109.5K | Data (t): 0.496 Batch (t): 1.447, 2030.13/s, 1015.07/s/gpu Logit Scale: 83.548 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.14041 (0.11164) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:56:39 | INFO | Train Epoch: 24 [3893248/9187328 (42%)] Step: 109.6K | Data (t): 0.483 Batch (t): 1.431, 2035.94/s, 1017.97/s/gpu Logit Scale: 83.511 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11510 (0.11181) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,18:59:05 | INFO | Train Epoch: 24 [4098048/9187328 (45%)] Step: 109.7K | Data (t): 0.515 Batch (t): 1.460, 2009.86/s, 1004.93/s/gpu Logit Scale: 83.456 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12057 (0.11223) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:01:29 | INFO | Train Epoch: 24 [4302848/9187328 (47%)] Step: 109.8K | Data (t): 0.529 Batch (t): 1.440, 1447.00/s, 723.502/s/gpu Logit Scale: 83.455 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10098 (0.11172) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:03:52 | INFO | Train Epoch: 24 [4507648/9187328 (49%)] Step: 109.9K | Data (t): 0.511 Batch (t): 1.424, 1086.22/s, 543.110/s/gpu Logit Scale: 83.306 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.14817 (0.11330) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:06:14 | INFO | Train Epoch: 24 [4712448/9187328 (51%)] Step: 110.0K | Data (t): 0.513 Batch (t): 1.423, 1303.41/s, 651.706/s/gpu Logit Scale: 83.286 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13041 (0.11401) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:08:37 | INFO | Train Epoch: 24 [4917248/9187328 (54%)] Step: 110.1K | Data (t): 0.519 Batch (t): 1.427, 1006.83/s, 503.414/s/gpu Logit Scale: 83.170 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10515 (0.11366) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:11:00 | INFO | Train Epoch: 24 [5122048/9187328 (56%)] Step: 110.2K | Data (t): 0.490 Batch (t): 1.431, 992.046/s, 496.023/s/gpu Logit Scale: 83.225 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10927 (0.11349) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:13:22 | INFO | Train Epoch: 24 [5326848/9187328 (58%)] Step: 110.3K | Data (t): 0.485 Batch (t): 1.424, 1103.17/s, 551.586/s/gpu Logit Scale: 83.318 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.076177 (0.11211) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:15:48 | INFO | Train Epoch: 24 [5531648/9187328 (60%)] Step: 110.4K | Data (t): 0.181 Batch (t): 1.458, 1131.27/s, 565.634/s/gpu Logit Scale: 83.376 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13371 (0.11288) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:18:09 | INFO | Train Epoch: 24 [5736448/9187328 (62%)] Step: 110.5K | Data (t): 0.062 Batch (t): 1.412, 1067.92/s, 533.960/s/gpu Logit Scale: 83.383 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13167 (0.11353) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:20:31 | INFO | Train Epoch: 24 [5941248/9187328 (65%)] Step: 110.6K | Data (t): 0.039 Batch (t): 1.416, 1090.85/s, 545.423/s/gpu Logit Scale: 83.260 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13633 (0.11429) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:22:53 | INFO | Train Epoch: 24 [6146048/9187328 (67%)] Step: 110.7K | Data (t): 0.064 Batch (t): 1.422, 1096.87/s, 548.434/s/gpu Logit Scale: 83.313 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.13854 (0.11507) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:25:14 | INFO | Train Epoch: 24 [6350848/9187328 (69%)] Step: 110.8K | Data (t): 0.064 Batch (t): 1.412, 1092.21/s, 546.105/s/gpu Logit Scale: 83.311 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11917 (0.11520) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:27:36 | INFO | Train Epoch: 24 [6555648/9187328 (71%)] Step: 110.9K | Data (t): 0.063 Batch (t): 1.419, 1070.65/s, 535.325/s/gpu Logit Scale: 83.414 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.15180 (0.11631) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:29:58 | INFO | Train Epoch: 24 [6760448/9187328 (74%)] Step: 111.0K | Data (t): 0.067 Batch (t): 1.422, 1095.06/s, 547.531/s/gpu Logit Scale: 83.489 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12008 (0.11642) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:32:20 | INFO | Train Epoch: 24 [6965248/9187328 (76%)] Step: 111.1K | Data (t): 0.074 Batch (t): 1.415, 1081.60/s, 540.798/s/gpu Logit Scale: 83.425 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12354 (0.11662) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:34:41 | INFO | Train Epoch: 24 [7170048/9187328 (78%)] Step: 111.2K | Data (t): 0.166 Batch (t): 1.410, 1066.13/s, 533.063/s/gpu Logit Scale: 83.428 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11450 (0.11656) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:37:03 | INFO | Train Epoch: 24 [7374848/9187328 (80%)] Step: 111.3K | Data (t): 0.362 Batch (t): 1.422, 1072.78/s, 536.391/s/gpu Logit Scale: 83.317 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11141 (0.11642) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:39:25 | INFO | Train Epoch: 24 [7579648/9187328 (83%)] Step: 111.4K | Data (t): 0.486 Batch (t): 1.421, 1047.01/s, 523.506/s/gpu Logit Scale: 83.383 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10590 (0.11615) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:41:47 | INFO | Train Epoch: 24 [7784448/9187328 (85%)] Step: 111.5K | Data (t): 0.504 Batch (t): 1.414, 1057.66/s, 528.830/s/gpu Logit Scale: 83.370 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11747 (0.11618) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:44:08 | INFO | Train Epoch: 24 [7989248/9187328 (87%)] Step: 111.6K | Data (t): 0.502 Batch (t): 1.418, 1103.94/s, 551.971/s/gpu Logit Scale: 83.303 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.091798 (0.11557) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:46:31 | INFO | Train Epoch: 24 [8194048/9187328 (89%)] Step: 111.7K | Data (t): 0.505 Batch (t): 1.424, 1313.46/s, 656.731/s/gpu Logit Scale: 83.562 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10687 (0.11536) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:48:51 | INFO | Train Epoch: 24 [8398848/9187328 (91%)] Step: 111.8K | Data (t): 0.498 Batch (t): 1.406, 2065.21/s, 1032.61/s/gpu Logit Scale: 83.955 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10219 (0.11505) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:51:14 | INFO | Train Epoch: 24 [8603648/9187328 (94%)] Step: 111.9K | Data (t): 0.504 Batch (t): 1.425, 1051.48/s, 525.740/s/gpu Logit Scale: 84.279 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11142 (0.11496) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:53:37 | INFO | Train Epoch: 24 [8808448/9187328 (96%)] Step: 112.0K | Data (t): 0.495 Batch (t): 1.427, 1056.66/s, 528.329/s/gpu Logit Scale: 84.557 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11662 (0.11500) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:55:59 | INFO | Train Epoch: 24 [9013248/9187328 (98%)] Step: 112.1K | Data (t): 0.321 Batch (t): 1.425, 1016.89/s, 508.446/s/gpu Logit Scale: 84.834 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.059301 (0.11376) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:57:59 | INFO | Train Epoch: 24 [9187328/9187328 (100%)] Step: 112.1K | Data (t): 0.046 Batch (t): 1.409, 2054.22/s, 1027.11/s/gpu Logit Scale: 84.974 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10093 (0.11348) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,19:57:59 | INFO | Starting zero-shot imagenet.
2025-01-23,19:57:59 | INFO | Building zero-shot classifier
2025-01-23,19:58:11 | INFO | Using classifier
2025-01-23,20:00:14 | INFO | Finished zero-shot imagenet.
2025-01-23,20:00:18 | INFO | Eval Epoch: 25 [1024 / 205824]	Clip Loss: 1.830066	
2025-01-23,20:00:47 | INFO | Eval Epoch: 25 imagenet-zeroshot-val-top1: 0.2455	imagenet-zeroshot-val-top5: 0.4852	image_to_text_mean_rank: 44.5294	image_to_text_median_rank: 1.0000	image_to_text_R@1: 0.5093	image_to_text_R@5: 0.7172	image_to_text_R@10: 0.7820	text_to_image_mean_rank: 54.7321	text_to_image_median_rank: 1.0000	text_to_image_R@1: 0.5109	text_to_image_R@5: 0.7148	text_to_image_R@10: 0.7793	clip_val_loss: 1.7298	epoch: 25.0000	num_samples: 8678.0000
2025-01-23,20:00:49 | INFO | Start epoch 25
2025-01-23,20:00:53 | INFO | Train Epoch: 25 [   2048/9187328 (0%)] Step: 112.2K | Data (t): 4.019 Batch (t): 4.920, 416.281/s, 208.140/s/gpu Logit Scale: 84.975 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.068694 (0.068694) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:03:17 | INFO | Train Epoch: 25 [ 206848/9187328 (2%)] Step: 112.2K | Data (t): 0.497 Batch (t): 1.435, 1163.62/s, 581.810/s/gpu Logit Scale: 85.243 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.067315 (0.068005) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:05:38 | INFO | Train Epoch: 25 [ 411648/9187328 (4%)] Step: 112.3K | Data (t): 0.463 Batch (t): 1.407, 1083.80/s, 541.899/s/gpu Logit Scale: 85.477 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.055691 (0.063900) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:07:59 | INFO | Train Epoch: 25 [ 616448/9187328 (7%)] Step: 112.5K | Data (t): 0.473 Batch (t): 1.414, 1097.84/s, 548.918/s/gpu Logit Scale: 85.741 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.099188 (0.072722) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:10:21 | INFO | Train Epoch: 25 [ 821248/9187328 (9%)] Step: 112.5K | Data (t): 0.475 Batch (t): 1.416, 1116.80/s, 558.400/s/gpu Logit Scale: 85.924 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.087520 (0.075682) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:12:42 | INFO | Train Epoch: 25 [1026048/9187328 (11%)] Step: 112.7K | Data (t): 0.474 Batch (t): 1.413, 1114.01/s, 557.006/s/gpu Logit Scale: 86.033 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.064585 (0.073832) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:15:02 | INFO | Train Epoch: 25 [1230848/9187328 (13%)] Step: 112.8K | Data (t): 0.462 Batch (t): 1.399, 1158.55/s, 579.276/s/gpu Logit Scale: 86.179 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.079955 (0.074707) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:17:24 | INFO | Train Epoch: 25 [1435648/9187328 (16%)] Step: 112.8K | Data (t): 0.491 Batch (t): 1.424, 1096.56/s, 548.278/s/gpu Logit Scale: 86.180 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.095649 (0.077325) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:19:45 | INFO | Train Epoch: 25 [1640448/9187328 (18%)] Step: 113.0K | Data (t): 0.470 Batch (t): 1.403, 1081.15/s, 540.574/s/gpu Logit Scale: 86.274 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.086111 (0.078301) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:22:06 | INFO | Train Epoch: 25 [1845248/9187328 (20%)] Step: 113.0K | Data (t): 0.479 Batch (t): 1.417, 1089.27/s, 544.636/s/gpu Logit Scale: 86.277 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10041 (0.080512) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:24:29 | INFO | Train Epoch: 25 [2050048/9187328 (22%)] Step: 113.2K | Data (t): 0.486 Batch (t): 1.425, 1128.82/s, 564.410/s/gpu Logit Scale: 86.349 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.087621 (0.081158) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:26:50 | INFO | Train Epoch: 25 [2254848/9187328 (25%)] Step: 113.2K | Data (t): 0.474 Batch (t): 1.414, 1129.62/s, 564.810/s/gpu Logit Scale: 86.365 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.087925 (0.081722) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:29:12 | INFO | Train Epoch: 25 [2459648/9187328 (27%)] Step: 113.3K | Data (t): 0.478 Batch (t): 1.419, 1086.56/s, 543.278/s/gpu Logit Scale: 86.272 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.097809 (0.082959) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:31:35 | INFO | Train Epoch: 25 [2664448/9187328 (29%)] Step: 113.5K | Data (t): 0.491 Batch (t): 1.430, 1096.21/s, 548.105/s/gpu Logit Scale: 86.269 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.093217 (0.083692) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:33:57 | INFO | Train Epoch: 25 [2869248/9187328 (31%)] Step: 113.5K | Data (t): 0.480 Batch (t): 1.417, 1114.05/s, 557.026/s/gpu Logit Scale: 86.194 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10666 (0.085223) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:36:19 | INFO | Train Epoch: 25 [3074048/9187328 (33%)] Step: 113.7K | Data (t): 0.481 Batch (t): 1.418, 1135.84/s, 567.918/s/gpu Logit Scale: 86.152 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.076674 (0.084689) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:38:40 | INFO | Train Epoch: 25 [3278848/9187328 (36%)] Step: 113.8K | Data (t): 0.476 Batch (t): 1.412, 1083.30/s, 541.650/s/gpu Logit Scale: 86.215 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.091451 (0.085087) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:41:01 | INFO | Train Epoch: 25 [3483648/9187328 (38%)] Step: 113.8K | Data (t): 0.466 Batch (t): 1.405, 1103.81/s, 551.907/s/gpu Logit Scale: 86.204 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.074550 (0.084501) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:43:21 | INFO | Train Epoch: 25 [3688448/9187328 (40%)] Step: 114.0K | Data (t): 0.470 Batch (t): 1.407, 1140.38/s, 570.190/s/gpu Logit Scale: 86.236 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.089394 (0.084759) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:45:42 | INFO | Train Epoch: 25 [3893248/9187328 (42%)] Step: 114.0K | Data (t): 0.472 Batch (t): 1.406, 1130.63/s, 565.316/s/gpu Logit Scale: 86.236 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.097943 (0.085418) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:48:02 | INFO | Train Epoch: 25 [4098048/9187328 (45%)] Step: 114.2K | Data (t): 0.469 Batch (t): 1.405, 1136.81/s, 568.404/s/gpu Logit Scale: 86.171 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.086250 (0.085458) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:50:24 | INFO | Train Epoch: 25 [4302848/9187328 (47%)] Step: 114.2K | Data (t): 0.477 Batch (t): 1.417, 1144.86/s, 572.428/s/gpu Logit Scale: 86.171 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.097250 (0.085994) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:52:44 | INFO | Train Epoch: 25 [4507648/9187328 (49%)] Step: 114.3K | Data (t): 0.467 Batch (t): 1.404, 1149.68/s, 574.840/s/gpu Logit Scale: 86.099 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.082398 (0.085837) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:55:05 | INFO | Train Epoch: 25 [4712448/9187328 (51%)] Step: 114.5K | Data (t): 0.468 Batch (t): 1.402, 1121.21/s, 560.605/s/gpu Logit Scale: 86.007 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.095017 (0.086220) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:57:27 | INFO | Train Epoch: 25 [4917248/9187328 (54%)] Step: 114.5K | Data (t): 0.499 Batch (t): 1.423, 1069.85/s, 534.927/s/gpu Logit Scale: 85.997 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10140 (0.086827) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,20:59:49 | INFO | Train Epoch: 25 [5122048/9187328 (56%)] Step: 114.7K | Data (t): 0.497 Batch (t): 1.419, 1090.91/s, 545.456/s/gpu Logit Scale: 86.085 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.094052 (0.087105) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:02:09 | INFO | Train Epoch: 25 [5326848/9187328 (58%)] Step: 114.8K | Data (t): 0.462 Batch (t): 1.399, 1069.63/s, 534.816/s/gpu Logit Scale: 86.109 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.097580 (0.087493) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:04:30 | INFO | Train Epoch: 25 [5531648/9187328 (60%)] Step: 114.8K | Data (t): 0.482 Batch (t): 1.409, 1093.85/s, 546.927/s/gpu Logit Scale: 86.094 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.088881 (0.087543) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:06:50 | INFO | Train Epoch: 25 [5736448/9187328 (62%)] Step: 115.0K | Data (t): 0.477 Batch (t): 1.408, 1113.01/s, 556.507/s/gpu Logit Scale: 86.167 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.082326 (0.087363) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:09:11 | INFO | Train Epoch: 25 [5941248/9187328 (65%)] Step: 115.0K | Data (t): 0.479 Batch (t): 1.408, 1085.34/s, 542.671/s/gpu Logit Scale: 86.207 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.065976 (0.086650) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:11:34 | INFO | Train Epoch: 25 [6146048/9187328 (67%)] Step: 115.2K | Data (t): 0.494 Batch (t): 1.424, 1134.96/s, 567.481/s/gpu Logit Scale: 86.263 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.091667 (0.086812) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:13:55 | INFO | Train Epoch: 25 [6350848/9187328 (69%)] Step: 115.2K | Data (t): 0.482 Batch (t): 1.412, 1095.46/s, 547.728/s/gpu Logit Scale: 86.217 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.11192 (0.087596) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:16:19 | INFO | Train Epoch: 25 [6555648/9187328 (71%)] Step: 115.3K | Data (t): 0.508 Batch (t): 1.439, 1049.73/s, 524.867/s/gpu Logit Scale: 86.181 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.078987 (0.087335) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:18:41 | INFO | Train Epoch: 25 [6760448/9187328 (74%)] Step: 115.5K | Data (t): 0.490 Batch (t): 1.420, 1075.53/s, 537.763/s/gpu Logit Scale: 86.265 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10542 (0.087867) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:21:02 | INFO | Train Epoch: 25 [6965248/9187328 (76%)] Step: 115.5K | Data (t): 0.477 Batch (t): 1.409, 1114.50/s, 557.250/s/gpu Logit Scale: 86.303 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.092584 (0.088002) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:23:23 | INFO | Train Epoch: 25 [7170048/9187328 (78%)] Step: 115.7K | Data (t): 0.482 Batch (t): 1.411, 1129.89/s, 564.945/s/gpu Logit Scale: 86.281 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.080413 (0.087791) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:25:44 | INFO | Train Epoch: 25 [7374848/9187328 (80%)] Step: 115.8K | Data (t): 0.484 Batch (t): 1.410, 1096.33/s, 548.164/s/gpu Logit Scale: 86.349 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10356 (0.088217) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:28:04 | INFO | Train Epoch: 25 [7579648/9187328 (83%)] Step: 115.8K | Data (t): 0.479 Batch (t): 1.407, 1090.25/s, 545.125/s/gpu Logit Scale: 86.321 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.10327 (0.088613) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:30:25 | INFO | Train Epoch: 25 [7784448/9187328 (85%)] Step: 116.0K | Data (t): 0.475 Batch (t): 1.406, 1093.81/s, 546.903/s/gpu Logit Scale: 86.389 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.12540 (0.089557) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:32:44 | INFO | Train Epoch: 25 [7989248/9187328 (87%)] Step: 116.0K | Data (t): 0.454 Batch (t): 1.391, 1092.93/s, 546.464/s/gpu Logit Scale: 86.400 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.095665 (0.089709) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:35:06 | INFO | Train Epoch: 25 [8194048/9187328 (89%)] Step: 116.2K | Data (t): 0.187 Batch (t): 1.420, 1702.00/s, 850.999/s/gpu Logit Scale: 86.621 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.075537 (0.089364) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:37:28 | INFO | Train Epoch: 25 [8398848/9187328 (91%)] Step: 116.2K | Data (t): 0.470 Batch (t): 1.416, 1132.41/s, 566.207/s/gpu Logit Scale: 86.936 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.078124 (0.089096) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:39:48 | INFO | Train Epoch: 25 [8603648/9187328 (94%)] Step: 116.3K | Data (t): 0.468 Batch (t): 1.402, 1115.43/s, 557.714/s/gpu Logit Scale: 87.169 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.057960 (0.088372) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:42:09 | INFO | Train Epoch: 25 [8808448/9187328 (96%)] Step: 116.5K | Data (t): 0.480 Batch (t): 1.414, 1128.06/s, 564.031/s/gpu Logit Scale: 87.403 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.058325 (0.087689) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:44:31 | INFO | Train Epoch: 25 [9013248/9187328 (98%)] Step: 116.5K | Data (t): 0.480 Batch (t): 1.414, 1113.54/s, 556.772/s/gpu Logit Scale: 87.662 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.060546 (0.087086) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:46:30 | INFO | Train Epoch: 25 [9187328/9187328 (100%)] Step: 116.6K | Data (t): 0.473 Batch (t): 1.406, 2093.55/s, 1046.77/s/gpu Logit Scale: 87.845 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.055069 (0.086390) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:46:30 | INFO | Starting zero-shot imagenet.
2025-01-23,21:46:30 | INFO | Building zero-shot classifier
2025-01-23,21:46:42 | INFO | Using classifier
2025-01-23,21:48:45 | INFO | Finished zero-shot imagenet.
2025-01-23,21:48:49 | INFO | Eval Epoch: 26 [1024 / 205824]	Clip Loss: 1.944549	
2025-01-23,21:49:17 | INFO | Eval Epoch: 26 imagenet-zeroshot-val-top1: 0.2478	imagenet-zeroshot-val-top5: 0.4871	image_to_text_mean_rank: 45.4007	image_to_text_median_rank: 1.0000	image_to_text_R@1: 0.5120	image_to_text_R@5: 0.7214	image_to_text_R@10: 0.7876	text_to_image_mean_rank: 55.2982	text_to_image_median_rank: 1.0000	text_to_image_R@1: 0.5101	text_to_image_R@5: 0.7189	text_to_image_R@10: 0.7850	clip_val_loss: 1.7846	epoch: 26.0000	num_samples: 8678.0000
2025-01-23,21:49:19 | INFO | Start epoch 26
2025-01-23,21:49:23 | INFO | Train Epoch: 26 [   2048/9187328 (0%)] Step: 116.6K | Data (t): 3.790 Batch (t): 4.704, 435.330/s, 217.665/s/gpu Logit Scale: 87.848 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.025187 (0.025187) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:51:46 | INFO | Train Epoch: 26 [ 206848/9187328 (2%)] Step: 116.7K | Data (t): 0.489 Batch (t): 1.422, 1107.69/s, 553.845/s/gpu Logit Scale: 88.063 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.069327 (0.047257) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:54:06 | INFO | Train Epoch: 26 [ 411648/9187328 (4%)] Step: 116.8K | Data (t): 0.474 Batch (t): 1.408, 1108.21/s, 554.107/s/gpu Logit Scale: 88.294 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.047433 (0.047316) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:56:28 | INFO | Train Epoch: 26 [ 616448/9187328 (7%)] Step: 116.9K | Data (t): 0.483 Batch (t): 1.417, 1153.09/s, 576.546/s/gpu Logit Scale: 88.512 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.065204 (0.051788) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,21:58:49 | INFO | Train Epoch: 26 [ 821248/9187328 (9%)] Step: 117.0K | Data (t): 0.463 Batch (t): 1.407, 1120.49/s, 560.246/s/gpu Logit Scale: 88.661 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.086743 (0.058779) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:01:10 | INFO | Train Epoch: 26 [1026048/9187328 (11%)] Step: 117.1K | Data (t): 0.477 Batch (t): 1.410, 1083.99/s, 541.994/s/gpu Logit Scale: 88.775 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.054301 (0.058033) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:03:31 | INFO | Train Epoch: 26 [1230848/9187328 (13%)] Step: 117.2K | Data (t): 0.481 Batch (t): 1.414, 1110.06/s, 555.031/s/gpu Logit Scale: 88.878 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.053664 (0.057409) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:05:53 | INFO | Train Epoch: 26 [1435648/9187328 (16%)] Step: 117.3K | Data (t): 0.487 Batch (t): 1.418, 1090.65/s, 545.324/s/gpu Logit Scale: 88.902 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.058249 (0.057514) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:08:16 | INFO | Train Epoch: 26 [1640448/9187328 (18%)] Step: 117.4K | Data (t): 0.490 Batch (t): 1.424, 1046.79/s, 523.394/s/gpu Logit Scale: 88.920 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.065389 (0.058389) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:10:37 | INFO | Train Epoch: 26 [1845248/9187328 (20%)] Step: 117.5K | Data (t): 0.482 Batch (t): 1.417, 1078.07/s, 539.036/s/gpu Logit Scale: 88.955 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.064708 (0.059021) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:13:00 | INFO | Train Epoch: 26 [2050048/9187328 (22%)] Step: 117.6K | Data (t): 0.144 Batch (t): 1.431, 1120.47/s, 560.236/s/gpu Logit Scale: 88.932 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.056353 (0.058778) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:15:21 | INFO | Train Epoch: 26 [2254848/9187328 (25%)] Step: 117.7K | Data (t): 0.048 Batch (t): 1.409, 1324.98/s, 662.490/s/gpu Logit Scale: 89.021 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.074279 (0.060070) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:17:43 | INFO | Train Epoch: 26 [2459648/9187328 (27%)] Step: 117.8K | Data (t): 0.201 Batch (t): 1.412, 1819.64/s, 909.821/s/gpu Logit Scale: 89.075 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.096730 (0.062890) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:20:04 | INFO | Train Epoch: 26 [2664448/9187328 (29%)] Step: 117.9K | Data (t): 0.189 Batch (t): 1.410, 1114.16/s, 557.078/s/gpu Logit Scale: 89.072 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.080346 (0.064137) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:22:25 | INFO | Train Epoch: 26 [2869248/9187328 (31%)] Step: 118.0K | Data (t): 0.045 Batch (t): 1.416, 1091.14/s, 545.572/s/gpu Logit Scale: 89.068 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.061213 (0.063942) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:24:47 | INFO | Train Epoch: 26 [3074048/9187328 (33%)] Step: 118.1K | Data (t): 0.050 Batch (t): 1.419, 1040.28/s, 520.139/s/gpu Logit Scale: 89.083 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.076810 (0.064746) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:27:09 | INFO | Train Epoch: 26 [3278848/9187328 (36%)] Step: 118.2K | Data (t): 0.045 Batch (t): 1.417, 1146.28/s, 573.140/s/gpu Logit Scale: 89.054 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.088121 (0.066121) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:29:31 | INFO | Train Epoch: 26 [3483648/9187328 (38%)] Step: 118.3K | Data (t): 0.055 Batch (t): 1.423, 1068.83/s, 534.413/s/gpu Logit Scale: 89.112 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.065577 (0.066091) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:31:54 | INFO | Train Epoch: 26 [3688448/9187328 (40%)] Step: 118.4K | Data (t): 0.055 Batch (t): 1.426, 1142.10/s, 571.051/s/gpu Logit Scale: 89.117 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.071649 (0.066383) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:34:15 | INFO | Train Epoch: 26 [3893248/9187328 (42%)] Step: 118.5K | Data (t): 0.069 Batch (t): 1.417, 1137.53/s, 568.767/s/gpu Logit Scale: 89.135 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.058882 (0.066008) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:36:37 | INFO | Train Epoch: 26 [4098048/9187328 (45%)] Step: 118.6K | Data (t): 0.077 Batch (t): 1.414, 1125.73/s, 562.863/s/gpu Logit Scale: 89.144 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.077946 (0.066577) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:38:59 | INFO | Train Epoch: 26 [4302848/9187328 (47%)] Step: 118.7K | Data (t): 0.072 Batch (t): 1.419, 1095.30/s, 547.651/s/gpu Logit Scale: 89.248 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.083459 (0.067344) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:41:23 | INFO | Train Epoch: 26 [4507648/9187328 (49%)] Step: 118.8K | Data (t): 0.064 Batch (t): 1.440, 1058.00/s, 528.998/s/gpu Logit Scale: 89.221 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.064873 (0.067237) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:43:44 | INFO | Train Epoch: 26 [4712448/9187328 (51%)] Step: 118.9K | Data (t): 0.043 Batch (t): 1.414, 1086.28/s, 543.139/s/gpu Logit Scale: 89.167 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.087707 (0.068090) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:46:07 | INFO | Train Epoch: 26 [4917248/9187328 (54%)] Step: 119.0K | Data (t): 0.064 Batch (t): 1.427, 1289.85/s, 644.925/s/gpu Logit Scale: 89.118 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.070477 (0.068185) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:48:29 | INFO | Train Epoch: 26 [5122048/9187328 (56%)] Step: 119.1K | Data (t): 0.323 Batch (t): 1.419, 2043.71/s, 1021.85/s/gpu Logit Scale: 89.172 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.068232 (0.068187) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:50:51 | INFO | Train Epoch: 26 [5326848/9187328 (58%)] Step: 119.2K | Data (t): 0.305 Batch (t): 1.424, 1474.29/s, 737.146/s/gpu Logit Scale: 89.162 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.081685 (0.068687) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:53:14 | INFO | Train Epoch: 26 [5531648/9187328 (60%)] Step: 119.3K | Data (t): 0.284 Batch (t): 1.430, 2070.74/s, 1035.37/s/gpu Logit Scale: 89.175 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.073951 (0.068875) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:55:38 | INFO | Train Epoch: 26 [5736448/9187328 (62%)] Step: 119.4K | Data (t): 0.482 Batch (t): 1.433, 2041.54/s, 1020.77/s/gpu Logit Scale: 89.216 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.088556 (0.069553) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,22:57:59 | INFO | Train Epoch: 26 [5941248/9187328 (65%)] Step: 119.5K | Data (t): 0.396 Batch (t): 1.418, 1106.34/s, 553.168/s/gpu Logit Scale: 89.199 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.067434 (0.069483) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:00:23 | INFO | Train Epoch: 26 [6146048/9187328 (67%)] Step: 119.6K | Data (t): 0.064 Batch (t): 1.439, 1106.08/s, 553.039/s/gpu Logit Scale: 89.160 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.082475 (0.069902) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:02:48 | INFO | Train Epoch: 26 [6350848/9187328 (69%)] Step: 119.7K | Data (t): 0.078 Batch (t): 1.443, 1090.95/s, 545.476/s/gpu Logit Scale: 89.181 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.075799 (0.070086) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:05:12 | INFO | Train Epoch: 26 [6555648/9187328 (71%)] Step: 119.8K | Data (t): 0.073 Batch (t): 1.444, 1115.02/s, 557.510/s/gpu Logit Scale: 89.188 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.080232 (0.070394) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:07:34 | INFO | Train Epoch: 26 [6760448/9187328 (74%)] Step: 119.9K | Data (t): 0.079 Batch (t): 1.420, 1148.49/s, 574.244/s/gpu Logit Scale: 89.286 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.063540 (0.070192) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:09:57 | INFO | Train Epoch: 26 [6965248/9187328 (76%)] Step: 120.0K | Data (t): 0.057 Batch (t): 1.428, 1066.14/s, 533.069/s/gpu Logit Scale: 89.355 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.085318 (0.070624) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:12:19 | INFO | Train Epoch: 26 [7170048/9187328 (78%)] Step: 120.1K | Data (t): 0.042 Batch (t): 1.422, 1128.59/s, 564.295/s/gpu Logit Scale: 89.368 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.045398 (0.069924) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:14:42 | INFO | Train Epoch: 26 [7374848/9187328 (80%)] Step: 120.2K | Data (t): 0.055 Batch (t): 1.426, 1129.29/s, 564.643/s/gpu Logit Scale: 89.437 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.054620 (0.069510) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:17:03 | INFO | Train Epoch: 26 [7579648/9187328 (83%)] Step: 120.3K | Data (t): 0.394 Batch (t): 1.415, 1063.63/s, 531.814/s/gpu Logit Scale: 89.423 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.078929 (0.069758) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:19:27 | INFO | Train Epoch: 26 [7784448/9187328 (85%)] Step: 120.4K | Data (t): 0.506 Batch (t): 1.439, 1107.91/s, 553.954/s/gpu Logit Scale: 89.487 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.060121 (0.069511) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:21:51 | INFO | Train Epoch: 26 [7989248/9187328 (87%)] Step: 120.5K | Data (t): 0.497 Batch (t): 1.440, 1082.79/s, 541.394/s/gpu Logit Scale: 89.505 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.080628 (0.069789) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:24:13 | INFO | Train Epoch: 26 [8194048/9187328 (89%)] Step: 120.6K | Data (t): 0.402 Batch (t): 1.422, 1103.65/s, 551.826/s/gpu Logit Scale: 89.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.043638 (0.069151) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:26:34 | INFO | Train Epoch: 26 [8398848/9187328 (91%)] Step: 120.7K | Data (t): 0.105 Batch (t): 1.406, 1322.25/s, 661.123/s/gpu Logit Scale: 89.898 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.057395 (0.068871) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:28:59 | INFO | Train Epoch: 26 [8603648/9187328 (94%)] Step: 120.8K | Data (t): 0.266 Batch (t): 1.454, 2010.68/s, 1005.34/s/gpu Logit Scale: 90.088 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.065018 (0.068781) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:31:20 | INFO | Train Epoch: 26 [8808448/9187328 (96%)] Step: 120.9K | Data (t): 0.072 Batch (t): 1.407, 2029.15/s, 1014.57/s/gpu Logit Scale: 90.288 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.053184 (0.068427) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:33:41 | INFO | Train Epoch: 26 [9013248/9187328 (98%)] Step: 121.0K | Data (t): 0.058 Batch (t): 1.406, 2027.00/s, 1013.50/s/gpu Logit Scale: 90.374 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.044968 (0.067906) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:35:42 | INFO | Train Epoch: 26 [9187328/9187328 (100%)] Step: 121.1K | Data (t): 0.041 Batch (t): 1.427, 953.831/s, 476.916/s/gpu Logit Scale: 90.545 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.047356 (0.067459) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:35:42 | INFO | Starting zero-shot imagenet.
2025-01-23,23:35:42 | INFO | Building zero-shot classifier
2025-01-23,23:35:53 | INFO | Using classifier
2025-01-23,23:37:59 | INFO | Finished zero-shot imagenet.
2025-01-23,23:38:02 | INFO | Eval Epoch: 27 [1024 / 205824]	Clip Loss: 1.945071	
2025-01-23,23:38:31 | INFO | Eval Epoch: 27 imagenet-zeroshot-val-top1: 0.2489	imagenet-zeroshot-val-top5: 0.4890	image_to_text_mean_rank: 45.3147	image_to_text_median_rank: 1.0000	image_to_text_R@1: 0.5199	image_to_text_R@5: 0.7232	image_to_text_R@10: 0.7894	text_to_image_mean_rank: 54.6463	text_to_image_median_rank: 1.0000	text_to_image_R@1: 0.5144	text_to_image_R@5: 0.7185	text_to_image_R@10: 0.7836	clip_val_loss: 1.8131	epoch: 27.0000	num_samples: 8678.0000
2025-01-23,23:38:32 | INFO | Start epoch 27
2025-01-23,23:38:37 | INFO | Train Epoch: 27 [   2048/9187328 (0%)] Step: 121.1K | Data (t): 3.859 Batch (t): 4.788, 427.765/s, 213.882/s/gpu Logit Scale: 90.546 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.035325 (0.035325) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:41:00 | INFO | Train Epoch: 27 [ 206848/9187328 (2%)] Step: 121.2K | Data (t): 0.486 Batch (t): 1.434, 1153.89/s, 576.944/s/gpu Logit Scale: 90.738 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.053446 (0.044385) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:43:21 | INFO | Train Epoch: 27 [ 411648/9187328 (4%)] Step: 121.3K | Data (t): 0.460 Batch (t): 1.410, 1102.12/s, 551.059/s/gpu Logit Scale: 90.856 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.048761 (0.045844) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:45:42 | INFO | Train Epoch: 27 [ 616448/9187328 (7%)] Step: 121.4K | Data (t): 0.398 Batch (t): 1.405, 1142.98/s, 571.490/s/gpu Logit Scale: 90.994 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.052434 (0.047491) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:48:04 | INFO | Train Epoch: 27 [ 821248/9187328 (9%)] Step: 121.5K | Data (t): 0.164 Batch (t): 1.418, 1137.17/s, 568.586/s/gpu Logit Scale: 91.079 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.050877 (0.048168) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:50:26 | INFO | Train Epoch: 27 [1026048/9187328 (11%)] Step: 121.6K | Data (t): 0.472 Batch (t): 1.425, 1113.12/s, 556.558/s/gpu Logit Scale: 91.149 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.055537 (0.049396) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:52:48 | INFO | Train Epoch: 27 [1230848/9187328 (13%)] Step: 121.7K | Data (t): 0.474 Batch (t): 1.421, 1026.08/s, 513.041/s/gpu Logit Scale: 91.306 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.057190 (0.050510) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:55:11 | INFO | Train Epoch: 27 [1435648/9187328 (16%)] Step: 121.8K | Data (t): 0.478 Batch (t): 1.425, 1024.82/s, 512.411/s/gpu Logit Scale: 91.377 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.056179 (0.051218) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:57:33 | INFO | Train Epoch: 27 [1640448/9187328 (18%)] Step: 121.9K | Data (t): 0.478 Batch (t): 1.426, 1147.23/s, 573.617/s/gpu Logit Scale: 91.449 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.050527 (0.051142) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-23,23:59:57 | INFO | Train Epoch: 27 [1845248/9187328 (20%)] Step: 122.0K | Data (t): 0.495 Batch (t): 1.432, 2077.88/s, 1038.94/s/gpu Logit Scale: 91.438 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.063457 (0.052373) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:02:18 | INFO | Train Epoch: 27 [2050048/9187328 (22%)] Step: 122.1K | Data (t): 0.474 Batch (t): 1.411, 2096.95/s, 1048.48/s/gpu Logit Scale: 91.463 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.065082 (0.053528) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:04:41 | INFO | Train Epoch: 27 [2254848/9187328 (25%)] Step: 122.2K | Data (t): 0.490 Batch (t): 1.433, 2118.71/s, 1059.35/s/gpu Logit Scale: 91.512 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.070352 (0.054930) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:07:02 | INFO | Train Epoch: 27 [2459648/9187328 (27%)] Step: 122.3K | Data (t): 0.463 Batch (t): 1.408, 2120.55/s, 1060.28/s/gpu Logit Scale: 91.534 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.053937 (0.054854) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:09:24 | INFO | Train Epoch: 27 [2664448/9187328 (29%)] Step: 122.4K | Data (t): 0.477 Batch (t): 1.419, 2082.96/s, 1041.48/s/gpu Logit Scale: 91.576 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.047517 (0.054330) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:11:45 | INFO | Train Epoch: 27 [2869248/9187328 (31%)] Step: 122.5K | Data (t): 0.476 Batch (t): 1.414, 2117.07/s, 1058.54/s/gpu Logit Scale: 91.597 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.076631 (0.055817) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:14:06 | INFO | Train Epoch: 27 [3074048/9187328 (33%)] Step: 122.6K | Data (t): 0.467 Batch (t): 1.409, 2077.04/s, 1038.52/s/gpu Logit Scale: 91.667 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.057769 (0.055939) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:16:26 | INFO | Train Epoch: 27 [3278848/9187328 (36%)] Step: 122.7K | Data (t): 0.463 Batch (t): 1.405, 2093.21/s, 1046.61/s/gpu Logit Scale: 91.737 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.061004 (0.056237) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:18:47 | INFO | Train Epoch: 27 [3483648/9187328 (38%)] Step: 122.8K | Data (t): 0.478 Batch (t): 1.408, 2174.72/s, 1087.36/s/gpu Logit Scale: 91.744 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.044249 (0.055571) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:21:11 | INFO | Train Epoch: 27 [3688448/9187328 (40%)] Step: 122.9K | Data (t): 0.506 Batch (t): 1.434, 1144.66/s, 572.332/s/gpu Logit Scale: 91.778 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.053437 (0.055458) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:23:37 | INFO | Train Epoch: 27 [3893248/9187328 (42%)] Step: 123.0K | Data (t): 0.512 Batch (t): 1.460, 1122.67/s, 561.336/s/gpu Logit Scale: 91.803 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.045211 (0.054946) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:25:58 | INFO | Train Epoch: 27 [4098048/9187328 (45%)] Step: 123.1K | Data (t): 0.260 Batch (t): 1.415, 2042.51/s, 1021.25/s/gpu Logit Scale: 91.799 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.070305 (0.055677) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:28:19 | INFO | Train Epoch: 27 [4302848/9187328 (47%)] Step: 123.2K | Data (t): 0.060 Batch (t): 1.412, 2048.26/s, 1024.13/s/gpu Logit Scale: 91.804 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.070435 (0.056348) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:30:40 | INFO | Train Epoch: 27 [4507648/9187328 (49%)] Step: 123.3K | Data (t): 0.099 Batch (t): 1.409, 1866.47/s, 933.235/s/gpu Logit Scale: 91.800 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.059114 (0.056468) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:33:01 | INFO | Train Epoch: 27 [4712448/9187328 (51%)] Step: 123.4K | Data (t): 0.063 Batch (t): 1.405, 2094.55/s, 1047.28/s/gpu Logit Scale: 91.823 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.051344 (0.056255) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:35:21 | INFO | Train Epoch: 27 [4917248/9187328 (54%)] Step: 123.5K | Data (t): 0.071 Batch (t): 1.404, 2077.03/s, 1038.51/s/gpu Logit Scale: 91.856 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.072771 (0.056916) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:37:41 | INFO | Train Epoch: 27 [5122048/9187328 (56%)] Step: 123.6K | Data (t): 0.076 Batch (t): 1.398, 2032.24/s, 1016.12/s/gpu Logit Scale: 91.889 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.057316 (0.056931) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:40:02 | INFO | Train Epoch: 27 [5326848/9187328 (58%)] Step: 123.7K | Data (t): 0.076 Batch (t): 1.405, 2081.96/s, 1040.98/s/gpu Logit Scale: 91.873 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.067373 (0.057318) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:42:22 | INFO | Train Epoch: 27 [5531648/9187328 (60%)] Step: 123.8K | Data (t): 0.076 Batch (t): 1.408, 2069.63/s, 1034.82/s/gpu Logit Scale: 91.913 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.050879 (0.057088) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:44:43 | INFO | Train Epoch: 27 [5736448/9187328 (62%)] Step: 123.9K | Data (t): 0.075 Batch (t): 1.406, 2096.49/s, 1048.25/s/gpu Logit Scale: 91.921 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.060238 (0.057196) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:47:04 | INFO | Train Epoch: 27 [5941248/9187328 (65%)] Step: 124.0K | Data (t): 0.072 Batch (t): 1.409, 2079.64/s, 1039.82/s/gpu Logit Scale: 91.977 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.070453 (0.057638) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:49:24 | INFO | Train Epoch: 27 [6146048/9187328 (67%)] Step: 124.1K | Data (t): 0.073 Batch (t): 1.403, 2014.27/s, 1007.13/s/gpu Logit Scale: 91.984 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.047573 (0.057314) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:51:45 | INFO | Train Epoch: 27 [6350848/9187328 (69%)] Step: 124.2K | Data (t): 0.062 Batch (t): 1.405, 2049.34/s, 1024.67/s/gpu Logit Scale: 92.022 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.047748 (0.057015) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:54:06 | INFO | Train Epoch: 27 [6555648/9187328 (71%)] Step: 124.3K | Data (t): 0.069 Batch (t): 1.410, 2045.72/s, 1022.86/s/gpu Logit Scale: 92.082 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.057136 (0.057018) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:56:27 | INFO | Train Epoch: 27 [6760448/9187328 (74%)] Step: 124.4K | Data (t): 0.079 Batch (t): 1.411, 2065.10/s, 1032.55/s/gpu Logit Scale: 92.103 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.056157 (0.056993) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,00:58:47 | INFO | Train Epoch: 27 [6965248/9187328 (76%)] Step: 124.5K | Data (t): 0.052 Batch (t): 1.406, 2047.02/s, 1023.51/s/gpu Logit Scale: 92.163 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.046880 (0.056704) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:01:08 | INFO | Train Epoch: 27 [7170048/9187328 (78%)] Step: 124.6K | Data (t): 0.070 Batch (t): 1.406, 2069.55/s, 1034.77/s/gpu Logit Scale: 92.158 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.038806 (0.056207) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:03:28 | INFO | Train Epoch: 27 [7374848/9187328 (80%)] Step: 124.7K | Data (t): 0.064 Batch (t): 1.400, 2099.59/s, 1049.80/s/gpu Logit Scale: 92.135 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.049312 (0.056021) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:05:48 | INFO | Train Epoch: 27 [7579648/9187328 (83%)] Step: 124.8K | Data (t): 0.050 Batch (t): 1.403, 2065.61/s, 1032.81/s/gpu Logit Scale: 92.150 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.054830 (0.055989) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:08:08 | INFO | Train Epoch: 27 [7784448/9187328 (85%)] Step: 124.9K | Data (t): 0.071 Batch (t): 1.401, 2085.62/s, 1042.81/s/gpu Logit Scale: 92.186 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.053436 (0.055924) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:10:29 | INFO | Train Epoch: 27 [7989248/9187328 (87%)] Step: 125.0K | Data (t): 0.071 Batch (t): 1.402, 2102.83/s, 1051.42/s/gpu Logit Scale: 92.210 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.047811 (0.055721) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:12:51 | INFO | Train Epoch: 27 [8194048/9187328 (89%)] Step: 125.1K | Data (t): 0.267 Batch (t): 1.424, 1144.61/s, 572.305/s/gpu Logit Scale: 92.331 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.033659 (0.055183) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:15:12 | INFO | Train Epoch: 27 [8398848/9187328 (91%)] Step: 125.2K | Data (t): 0.467 Batch (t): 1.406, 1117.01/s, 558.506/s/gpu Logit Scale: 92.427 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.034473 (0.054690) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:17:31 | INFO | Train Epoch: 27 [8603648/9187328 (94%)] Step: 125.3K | Data (t): 0.407 Batch (t): 1.394, 2034.63/s, 1017.31/s/gpu Logit Scale: 92.595 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.034461 (0.054219) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:19:51 | INFO | Train Epoch: 27 [8808448/9187328 (96%)] Step: 125.4K | Data (t): 0.045 Batch (t): 1.403, 2071.66/s, 1035.83/s/gpu Logit Scale: 92.716 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.044716 (0.054003) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:22:13 | INFO | Train Epoch: 27 [9013248/9187328 (98%)] Step: 125.5K | Data (t): 0.069 Batch (t): 1.412, 2106.49/s, 1053.25/s/gpu Logit Scale: 92.773 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.036173 (0.053607) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:24:12 | INFO | Train Epoch: 27 [9187328/9187328 (100%)] Step: 125.6K | Data (t): 0.069 Batch (t): 1.401, 1148.69/s, 574.346/s/gpu Logit Scale: 92.873 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.036252 (0.053230) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:24:12 | INFO | Starting zero-shot imagenet.
2025-01-24,01:24:12 | INFO | Building zero-shot classifier
2025-01-24,01:24:23 | INFO | Using classifier
2025-01-24,01:26:27 | INFO | Finished zero-shot imagenet.
2025-01-24,01:26:31 | INFO | Eval Epoch: 28 [1024 / 205824]	Clip Loss: 2.010866	
2025-01-24,01:26:59 | INFO | Eval Epoch: 28 imagenet-zeroshot-val-top1: 0.2520	imagenet-zeroshot-val-top5: 0.4953	image_to_text_mean_rank: 44.7000	image_to_text_median_rank: 1.0000	image_to_text_R@1: 0.5210	image_to_text_R@5: 0.7251	image_to_text_R@10: 0.7876	text_to_image_mean_rank: 53.9924	text_to_image_median_rank: 1.0000	text_to_image_R@1: 0.5157	text_to_image_R@5: 0.7216	text_to_image_R@10: 0.7842	clip_val_loss: 1.8563	epoch: 28.0000	num_samples: 8678.0000
2025-01-24,01:27:01 | INFO | Start epoch 28
2025-01-24,01:27:05 | INFO | Train Epoch: 28 [   2048/9187328 (0%)] Step: 125.6K | Data (t): 3.772 Batch (t): 4.664, 439.063/s, 219.532/s/gpu Logit Scale: 92.875 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.034334 (0.034334) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:29:26 | INFO | Train Epoch: 28 [ 206848/9187328 (2%)] Step: 125.7K | Data (t): 0.476 Batch (t): 1.411, 1160.36/s, 580.178/s/gpu Logit Scale: 93.003 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.035704 (0.035019) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:31:46 | INFO | Train Epoch: 28 [ 411648/9187328 (4%)] Step: 125.8K | Data (t): 0.446 Batch (t): 1.396, 1131.21/s, 565.605/s/gpu Logit Scale: 93.096 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.041533 (0.037190) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:34:05 | INFO | Train Epoch: 28 [ 616448/9187328 (7%)] Step: 125.9K | Data (t): 0.445 Batch (t): 1.392, 1149.93/s, 574.964/s/gpu Logit Scale: 93.222 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.060389 (0.042990) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:36:25 | INFO | Train Epoch: 28 [ 821248/9187328 (9%)] Step: 126.0K | Data (t): 0.454 Batch (t): 1.396, 1137.05/s, 568.524/s/gpu Logit Scale: 93.325 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.043048 (0.043001) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:38:44 | INFO | Train Epoch: 28 [1026048/9187328 (11%)] Step: 126.1K | Data (t): 0.455 Batch (t): 1.395, 1132.06/s, 566.031/s/gpu Logit Scale: 93.354 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.041131 (0.042690) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:41:04 | INFO | Train Epoch: 28 [1230848/9187328 (13%)] Step: 126.2K | Data (t): 0.443 Batch (t): 1.392, 1178.54/s, 589.269/s/gpu Logit Scale: 93.428 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.031686 (0.041118) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:43:23 | INFO | Train Epoch: 28 [1435648/9187328 (16%)] Step: 126.3K | Data (t): 0.445 Batch (t): 1.395, 1163.21/s, 581.603/s/gpu Logit Scale: 93.478 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.052170 (0.042499) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:45:42 | INFO | Train Epoch: 28 [1640448/9187328 (18%)] Step: 126.4K | Data (t): 0.448 Batch (t): 1.393, 1184.62/s, 592.308/s/gpu Logit Scale: 93.511 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.041236 (0.042359) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:48:02 | INFO | Train Epoch: 28 [1845248/9187328 (20%)] Step: 126.5K | Data (t): 0.445 Batch (t): 1.395, 1133.65/s, 566.825/s/gpu Logit Scale: 93.551 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.032266 (0.041350) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:50:21 | INFO | Train Epoch: 28 [2050048/9187328 (22%)] Step: 126.6K | Data (t): 0.443 Batch (t): 1.391, 1150.51/s, 575.255/s/gpu Logit Scale: 93.586 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.049502 (0.042091) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:52:41 | INFO | Train Epoch: 28 [2254848/9187328 (25%)] Step: 126.7K | Data (t): 0.452 Batch (t): 1.400, 1190.92/s, 595.460/s/gpu Logit Scale: 93.626 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.034773 (0.041481) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:55:00 | INFO | Train Epoch: 28 [2459648/9187328 (27%)] Step: 126.8K | Data (t): 0.294 Batch (t): 1.396, 2067.88/s, 1033.94/s/gpu Logit Scale: 93.694 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.049532 (0.042100) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:57:21 | INFO | Train Epoch: 28 [2664448/9187328 (29%)] Step: 126.9K | Data (t): 0.042 Batch (t): 1.403, 2040.22/s, 1020.11/s/gpu Logit Scale: 93.710 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.048302 (0.042543) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,01:59:41 | INFO | Train Epoch: 28 [2869248/9187328 (31%)] Step: 127.0K | Data (t): 0.042 Batch (t): 1.407, 2071.17/s, 1035.58/s/gpu Logit Scale: 93.749 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.034441 (0.042003) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:02:03 | INFO | Train Epoch: 28 [3074048/9187328 (33%)] Step: 127.1K | Data (t): 0.061 Batch (t): 1.413, 2096.73/s, 1048.36/s/gpu Logit Scale: 93.772 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.038197 (0.041765) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:04:23 | INFO | Train Epoch: 28 [3278848/9187328 (36%)] Step: 127.2K | Data (t): 0.069 Batch (t): 1.402, 2101.98/s, 1050.99/s/gpu Logit Scale: 93.799 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.036995 (0.041485) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:06:43 | INFO | Train Epoch: 28 [3483648/9187328 (38%)] Step: 127.3K | Data (t): 0.067 Batch (t): 1.401, 2124.79/s, 1062.39/s/gpu Logit Scale: 93.839 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.055425 (0.042259) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:09:04 | INFO | Train Epoch: 28 [3688448/9187328 (40%)] Step: 127.4K | Data (t): 0.056 Batch (t): 1.408, 2099.99/s, 1050.00/s/gpu Logit Scale: 93.852 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.037406 (0.042004) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:11:24 | INFO | Train Epoch: 28 [3893248/9187328 (42%)] Step: 127.5K | Data (t): 0.072 Batch (t): 1.405, 2051.68/s, 1025.84/s/gpu Logit Scale: 93.912 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.057274 (0.042767) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:13:44 | INFO | Train Epoch: 28 [4098048/9187328 (45%)] Step: 127.6K | Data (t): 0.073 Batch (t): 1.401, 2094.86/s, 1047.43/s/gpu Logit Scale: 93.926 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.026142 (0.041976) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:16:05 | INFO | Train Epoch: 28 [4302848/9187328 (47%)] Step: 127.7K | Data (t): 0.067 Batch (t): 1.402, 2115.24/s, 1057.62/s/gpu Logit Scale: 93.961 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.039527 (0.041864) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:18:25 | INFO | Train Epoch: 28 [4507648/9187328 (49%)] Step: 127.8K | Data (t): 0.068 Batch (t): 1.400, 2095.18/s, 1047.59/s/gpu Logit Scale: 93.950 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.061490 (0.042718) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:20:45 | INFO | Train Epoch: 28 [4712448/9187328 (51%)] Step: 127.9K | Data (t): 0.061 Batch (t): 1.402, 2029.86/s, 1014.93/s/gpu Logit Scale: 93.996 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.040591 (0.042629) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:23:05 | INFO | Train Epoch: 28 [4917248/9187328 (54%)] Step: 128.0K | Data (t): 0.052 Batch (t): 1.404, 2053.44/s, 1026.72/s/gpu Logit Scale: 94.032 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.039548 (0.042506) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:25:26 | INFO | Train Epoch: 28 [5122048/9187328 (56%)] Step: 128.1K | Data (t): 0.077 Batch (t): 1.407, 2094.07/s, 1047.04/s/gpu Logit Scale: 94.060 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.051123 (0.042837) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:27:46 | INFO | Train Epoch: 28 [5326848/9187328 (58%)] Step: 128.2K | Data (t): 0.056 Batch (t): 1.405, 2089.79/s, 1044.89/s/gpu Logit Scale: 94.064 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.030037 (0.042363) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:30:07 | INFO | Train Epoch: 28 [5531648/9187328 (60%)] Step: 128.3K | Data (t): 0.074 Batch (t): 1.405, 2083.74/s, 1041.87/s/gpu Logit Scale: 94.087 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.056267 (0.042860) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:32:28 | INFO | Train Epoch: 28 [5736448/9187328 (62%)] Step: 128.4K | Data (t): 0.075 Batch (t): 1.410, 2116.57/s, 1058.28/s/gpu Logit Scale: 94.105 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.038897 (0.042723) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:34:49 | INFO | Train Epoch: 28 [5941248/9187328 (65%)] Step: 128.5K | Data (t): 0.071 Batch (t): 1.407, 2112.57/s, 1056.28/s/gpu Logit Scale: 94.130 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.041572 (0.042685) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:37:08 | INFO | Train Epoch: 28 [6146048/9187328 (67%)] Step: 128.6K | Data (t): 0.070 Batch (t): 1.397, 2097.86/s, 1048.93/s/gpu Logit Scale: 94.147 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.027340 (0.042190) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:39:29 | INFO | Train Epoch: 28 [6350848/9187328 (69%)] Step: 128.7K | Data (t): 0.073 Batch (t): 1.407, 2089.54/s, 1044.77/s/gpu Logit Scale: 94.200 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.053507 (0.042543) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:41:49 | INFO | Train Epoch: 28 [6555648/9187328 (71%)] Step: 128.8K | Data (t): 0.071 Batch (t): 1.402, 2064.73/s, 1032.37/s/gpu Logit Scale: 94.220 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.040959 (0.042495) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:44:10 | INFO | Train Epoch: 28 [6760448/9187328 (74%)] Step: 128.9K | Data (t): 0.073 Batch (t): 1.404, 2081.79/s, 1040.89/s/gpu Logit Scale: 94.247 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.032359 (0.042197) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:46:30 | INFO | Train Epoch: 28 [6965248/9187328 (76%)] Step: 129.0K | Data (t): 0.073 Batch (t): 1.399, 2087.11/s, 1043.56/s/gpu Logit Scale: 94.276 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.039125 (0.042109) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:48:50 | INFO | Train Epoch: 28 [7170048/9187328 (78%)] Step: 129.1K | Data (t): 0.072 Batch (t): 1.402, 2014.89/s, 1007.45/s/gpu Logit Scale: 94.291 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.049128 (0.042304) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:51:09 | INFO | Train Epoch: 28 [7374848/9187328 (80%)] Step: 129.2K | Data (t): 0.070 Batch (t): 1.393, 2097.04/s, 1048.52/s/gpu Logit Scale: 94.324 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.030572 (0.041987) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:53:30 | INFO | Train Epoch: 28 [7579648/9187328 (83%)] Step: 129.3K | Data (t): 0.073 Batch (t): 1.412, 2065.18/s, 1032.59/s/gpu Logit Scale: 94.319 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.057495 (0.042395) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:55:51 | INFO | Train Epoch: 28 [7784448/9187328 (85%)] Step: 129.4K | Data (t): 0.061 Batch (t): 1.405, 2096.96/s, 1048.48/s/gpu Logit Scale: 94.326 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.055979 (0.042744) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,02:58:11 | INFO | Train Epoch: 28 [7989248/9187328 (87%)] Step: 129.5K | Data (t): 0.045 Batch (t): 1.402, 2060.56/s, 1030.28/s/gpu Logit Scale: 94.350 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.044856 (0.042796) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:00:32 | INFO | Train Epoch: 28 [8194048/9187328 (89%)] Step: 129.6K | Data (t): 0.284 Batch (t): 1.414, 1241.27/s, 620.633/s/gpu Logit Scale: 94.407 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.035611 (0.042621) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:02:52 | INFO | Train Epoch: 28 [8398848/9187328 (91%)] Step: 129.7K | Data (t): 0.097 Batch (t): 1.399, 2104.50/s, 1052.25/s/gpu Logit Scale: 94.490 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.046114 (0.042704) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:05:12 | INFO | Train Epoch: 28 [8603648/9187328 (94%)] Step: 129.8K | Data (t): 0.041 Batch (t): 1.398, 2063.85/s, 1031.92/s/gpu Logit Scale: 94.574 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.029797 (0.042404) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:07:33 | INFO | Train Epoch: 28 [8808448/9187328 (96%)] Step: 129.9K | Data (t): 0.042 Batch (t): 1.406, 2051.51/s, 1025.75/s/gpu Logit Scale: 94.647 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.042927 (0.042416) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:09:53 | INFO | Train Epoch: 28 [9013248/9187328 (98%)] Step: 130.0K | Data (t): 0.045 Batch (t): 1.407, 2097.80/s, 1048.90/s/gpu Logit Scale: 94.737 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.022858 (0.041981) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:11:53 | INFO | Train Epoch: 28 [9187328/9187328 (100%)] Step: 130.1K | Data (t): 0.070 Batch (t): 1.411, 1139.49/s, 569.744/s/gpu Logit Scale: 94.807 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.029996 (0.041721) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:11:53 | INFO | Starting zero-shot imagenet.
2025-01-24,03:11:53 | INFO | Building zero-shot classifier
2025-01-24,03:12:05 | INFO | Using classifier
2025-01-24,03:14:10 | INFO | Finished zero-shot imagenet.
2025-01-24,03:14:14 | INFO | Eval Epoch: 29 [1024 / 205824]	Clip Loss: 2.015142	
2025-01-24,03:14:42 | INFO | Eval Epoch: 29 imagenet-zeroshot-val-top1: 0.2524	imagenet-zeroshot-val-top5: 0.4962	image_to_text_mean_rank: 44.8902	image_to_text_median_rank: 1.0000	image_to_text_R@1: 0.5262	image_to_text_R@5: 0.7277	image_to_text_R@10: 0.7895	text_to_image_mean_rank: 54.0262	text_to_image_median_rank: 1.0000	text_to_image_R@1: 0.5265	text_to_image_R@5: 0.7216	text_to_image_R@10: 0.7849	clip_val_loss: 1.8845	epoch: 29.0000	num_samples: 8678.0000
2025-01-24,03:14:44 | INFO | Start epoch 29
2025-01-24,03:14:49 | INFO | Train Epoch: 29 [   2048/9187328 (0%)] Step: 130.1K | Data (t): 3.853 Batch (t): 4.793, 427.266/s, 213.633/s/gpu Logit Scale: 94.808 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.026339 (0.026339) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:17:10 | INFO | Train Epoch: 29 [ 206848/9187328 (2%)] Step: 130.2K | Data (t): 0.469 Batch (t): 1.414, 1119.79/s, 559.897/s/gpu Logit Scale: 94.896 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.030359 (0.028349) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:19:30 | INFO | Train Epoch: 29 [ 411648/9187328 (4%)] Step: 130.3K | Data (t): 0.449 Batch (t): 1.392, 1116.46/s, 558.229/s/gpu Logit Scale: 94.987 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.033028 (0.029909) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:21:49 | INFO | Train Epoch: 29 [ 616448/9187328 (7%)] Step: 130.4K | Data (t): 0.451 Batch (t): 1.391, 1177.37/s, 588.684/s/gpu Logit Scale: 95.043 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.025920 (0.028912) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:24:08 | INFO | Train Epoch: 29 [ 821248/9187328 (9%)] Step: 130.5K | Data (t): 0.451 Batch (t): 1.394, 1306.78/s, 653.389/s/gpu Logit Scale: 95.112 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.037835 (0.030696) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:26:29 | INFO | Train Epoch: 29 [1026048/9187328 (11%)] Step: 130.6K | Data (t): 0.442 Batch (t): 1.407, 1147.66/s, 573.831/s/gpu Logit Scale: 95.155 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.043046 (0.032755) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:28:51 | INFO | Train Epoch: 29 [1230848/9187328 (13%)] Step: 130.7K | Data (t): 0.218 Batch (t): 1.421, 1124.29/s, 562.143/s/gpu Logit Scale: 95.211 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.026217 (0.031821) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:31:10 | INFO | Train Epoch: 29 [1435648/9187328 (16%)] Step: 130.8K | Data (t): 0.248 Batch (t): 1.396, 2075.05/s, 1037.53/s/gpu Logit Scale: 95.236 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.034774 (0.032190) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:33:31 | INFO | Train Epoch: 29 [1640448/9187328 (18%)] Step: 130.9K | Data (t): 0.478 Batch (t): 1.409, 2128.09/s, 1064.04/s/gpu Logit Scale: 95.281 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.034039 (0.032395) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:35:52 | INFO | Train Epoch: 29 [1845248/9187328 (20%)] Step: 131.0K | Data (t): 0.476 Batch (t): 1.409, 2044.84/s, 1022.42/s/gpu Logit Scale: 95.324 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.039941 (0.033150) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:38:14 | INFO | Train Epoch: 29 [2050048/9187328 (22%)] Step: 131.1K | Data (t): 0.485 Batch (t): 1.415, 2091.46/s, 1045.73/s/gpu Logit Scale: 95.383 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.032334 (0.033076) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:40:38 | INFO | Train Epoch: 29 [2254848/9187328 (25%)] Step: 131.2K | Data (t): 0.353 Batch (t): 1.440, 2051.97/s, 1025.99/s/gpu Logit Scale: 95.377 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.043108 (0.033912) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:43:06 | INFO | Train Epoch: 29 [2459648/9187328 (27%)] Step: 131.3K | Data (t): 0.071 Batch (t): 1.479, 2067.58/s, 1033.79/s/gpu Logit Scale: 95.423 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.037657 (0.034200) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:45:34 | INFO | Train Epoch: 29 [2664448/9187328 (29%)] Step: 131.4K | Data (t): 0.070 Batch (t): 1.487, 2015.23/s, 1007.62/s/gpu Logit Scale: 95.466 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.044317 (0.034922) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:47:58 | INFO | Train Epoch: 29 [2869248/9187328 (31%)] Step: 131.5K | Data (t): 0.158 Batch (t): 1.439, 1084.94/s, 542.468/s/gpu Logit Scale: 95.511 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.045789 (0.035647) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:50:21 | INFO | Train Epoch: 29 [3074048/9187328 (33%)] Step: 131.6K | Data (t): 0.115 Batch (t): 1.425, 2058.57/s, 1029.28/s/gpu Logit Scale: 95.524 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.024957 (0.034979) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:52:48 | INFO | Train Epoch: 29 [3278848/9187328 (36%)] Step: 131.7K | Data (t): 0.063 Batch (t): 1.476, 2121.99/s, 1061.00/s/gpu Logit Scale: 95.548 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.038037 (0.035159) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:55:17 | INFO | Train Epoch: 29 [3483648/9187328 (38%)] Step: 131.8K | Data (t): 0.537 Batch (t): 1.486, 1045.28/s, 522.640/s/gpu Logit Scale: 95.573 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.034183 (0.035104) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,03:57:41 | INFO | Train Epoch: 29 [3688448/9187328 (40%)] Step: 131.9K | Data (t): 0.513 Batch (t): 1.435, 1351.55/s, 675.777/s/gpu Logit Scale: 95.589 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.044859 (0.035618) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:00:04 | INFO | Train Epoch: 29 [3893248/9187328 (42%)] Step: 132.0K | Data (t): 0.517 Batch (t): 1.439, 2109.26/s, 1054.63/s/gpu Logit Scale: 95.603 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.033269 (0.035500) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:02:26 | INFO | Train Epoch: 29 [4098048/9187328 (45%)] Step: 132.1K | Data (t): 0.489 Batch (t): 1.418, 2126.19/s, 1063.10/s/gpu Logit Scale: 95.637 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.044435 (0.035926) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:04:52 | INFO | Train Epoch: 29 [4302848/9187328 (47%)] Step: 132.2K | Data (t): 0.534 Batch (t): 1.461, 2119.49/s, 1059.74/s/gpu Logit Scale: 95.671 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.031626 (0.035730) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:07:14 | INFO | Train Epoch: 29 [4507648/9187328 (49%)] Step: 132.3K | Data (t): 0.493 Batch (t): 1.420, 2128.77/s, 1064.39/s/gpu Logit Scale: 95.717 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.051209 (0.036403) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:09:37 | INFO | Train Epoch: 29 [4712448/9187328 (51%)] Step: 132.4K | Data (t): 0.502 Batch (t): 1.431, 2126.98/s, 1063.49/s/gpu Logit Scale: 95.731 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.062223 (0.037479) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:11:59 | INFO | Train Epoch: 29 [4917248/9187328 (54%)] Step: 132.5K | Data (t): 0.484 Batch (t): 1.415, 2134.23/s, 1067.11/s/gpu Logit Scale: 95.761 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.038792 (0.037532) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:14:20 | INFO | Train Epoch: 29 [5122048/9187328 (56%)] Step: 132.6K | Data (t): 0.488 Batch (t): 1.416, 2120.89/s, 1060.44/s/gpu Logit Scale: 95.790 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.046722 (0.037885) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:16:43 | INFO | Train Epoch: 29 [5326848/9187328 (58%)] Step: 132.7K | Data (t): 0.497 Batch (t): 1.425, 2135.40/s, 1067.70/s/gpu Logit Scale: 95.819 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.034434 (0.037757) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:19:06 | INFO | Train Epoch: 29 [5531648/9187328 (60%)] Step: 132.8K | Data (t): 0.500 Batch (t): 1.430, 2089.97/s, 1044.98/s/gpu Logit Scale: 95.853 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.036473 (0.037712) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:21:28 | INFO | Train Epoch: 29 [5736448/9187328 (62%)] Step: 132.9K | Data (t): 0.489 Batch (t): 1.421, 2112.86/s, 1056.43/s/gpu Logit Scale: 95.895 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.041879 (0.037855) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:23:50 | INFO | Train Epoch: 29 [5941248/9187328 (65%)] Step: 133.0K | Data (t): 0.488 Batch (t): 1.417, 2115.44/s, 1057.72/s/gpu Logit Scale: 95.900 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.047960 (0.038192) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:26:12 | INFO | Train Epoch: 29 [6146048/9187328 (67%)] Step: 133.1K | Data (t): 0.494 Batch (t): 1.423, 2115.01/s, 1057.51/s/gpu Logit Scale: 95.931 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.023062 (0.037704) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:28:34 | INFO | Train Epoch: 29 [6350848/9187328 (69%)] Step: 133.2K | Data (t): 0.494 Batch (t): 1.423, 2118.99/s, 1059.50/s/gpu Logit Scale: 95.939 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.039609 (0.037764) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:30:56 | INFO | Train Epoch: 29 [6555648/9187328 (71%)] Step: 133.3K | Data (t): 0.487 Batch (t): 1.416, 2103.25/s, 1051.62/s/gpu Logit Scale: 95.959 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.066141 (0.038623) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:33:17 | INFO | Train Epoch: 29 [6760448/9187328 (74%)] Step: 133.4K | Data (t): 0.481 Batch (t): 1.410, 2105.96/s, 1052.98/s/gpu Logit Scale: 95.974 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.036520 (0.038562) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:35:38 | INFO | Train Epoch: 29 [6965248/9187328 (76%)] Step: 133.5K | Data (t): 0.482 Batch (t): 1.412, 2117.84/s, 1058.92/s/gpu Logit Scale: 95.961 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.030153 (0.038321) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:37:59 | INFO | Train Epoch: 29 [7170048/9187328 (78%)] Step: 133.6K | Data (t): 0.476 Batch (t): 1.404, 2104.68/s, 1052.34/s/gpu Logit Scale: 95.987 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.033711 (0.038193) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:40:22 | INFO | Train Epoch: 29 [7374848/9187328 (80%)] Step: 133.7K | Data (t): 0.499 Batch (t): 1.431, 2099.28/s, 1049.64/s/gpu Logit Scale: 95.984 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.027151 (0.037895) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:42:44 | INFO | Train Epoch: 29 [7579648/9187328 (83%)] Step: 133.8K | Data (t): 0.491 Batch (t): 1.425, 2120.17/s, 1060.08/s/gpu Logit Scale: 96.019 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.035559 (0.037833) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:45:05 | INFO | Train Epoch: 29 [7784448/9187328 (85%)] Step: 133.9K | Data (t): 0.480 Batch (t): 1.407, 2131.14/s, 1065.57/s/gpu Logit Scale: 96.035 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.036709 (0.037805) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:47:27 | INFO | Train Epoch: 29 [7989248/9187328 (87%)] Step: 134.0K | Data (t): 0.490 Batch (t): 1.419, 2118.93/s, 1059.47/s/gpu Logit Scale: 96.065 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.033320 (0.037692) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:49:50 | INFO | Train Epoch: 29 [8194048/9187328 (89%)] Step: 134.1K | Data (t): 0.501 Batch (t): 1.431, 2120.76/s, 1060.38/s/gpu Logit Scale: 96.109 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.037658 (0.037692) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:52:12 | INFO | Train Epoch: 29 [8398848/9187328 (91%)] Step: 134.2K | Data (t): 0.494 Batch (t): 1.424, 2125.01/s, 1062.51/s/gpu Logit Scale: 96.157 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.028187 (0.037465) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:54:33 | INFO | Train Epoch: 29 [8603648/9187328 (94%)] Step: 134.3K | Data (t): 0.481 Batch (t): 1.411, 2110.99/s, 1055.49/s/gpu Logit Scale: 96.201 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.023640 (0.037144) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:56:55 | INFO | Train Epoch: 29 [8808448/9187328 (96%)] Step: 134.4K | Data (t): 0.490 Batch (t): 1.419, 2119.70/s, 1059.85/s/gpu Logit Scale: 96.252 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.019071 (0.036733) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,04:59:18 | INFO | Train Epoch: 29 [9013248/9187328 (98%)] Step: 134.5K | Data (t): 0.495 Batch (t): 1.425, 2094.13/s, 1047.06/s/gpu Logit Scale: 96.288 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.025477 (0.036483) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:01:19 | INFO | Train Epoch: 29 [9187328/9187328 (100%)] Step: 134.6K | Data (t): 0.499 Batch (t): 1.429, 1107.85/s, 553.925/s/gpu Logit Scale: 96.325 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.017968 (0.036080) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:01:19 | INFO | Starting zero-shot imagenet.
2025-01-24,05:01:19 | INFO | Building zero-shot classifier
2025-01-24,05:01:31 | INFO | Using classifier
2025-01-24,05:03:36 | INFO | Finished zero-shot imagenet.
2025-01-24,05:03:39 | INFO | Eval Epoch: 30 [1024 / 205824]	Clip Loss: 1.994308	
2025-01-24,05:04:08 | INFO | Eval Epoch: 30 imagenet-zeroshot-val-top1: 0.2558	imagenet-zeroshot-val-top5: 0.4990	image_to_text_mean_rank: 44.1873	image_to_text_median_rank: 1.0000	image_to_text_R@1: 0.5277	image_to_text_R@5: 0.7291	image_to_text_R@10: 0.7914	text_to_image_mean_rank: 52.9746	text_to_image_median_rank: 1.0000	text_to_image_R@1: 0.5286	text_to_image_R@5: 0.7255	text_to_image_R@10: 0.7857	clip_val_loss: 1.9007	epoch: 30.0000	num_samples: 8678.0000
2025-01-24,05:04:10 | INFO | Start epoch 30
2025-01-24,05:04:14 | INFO | Train Epoch: 30 [   2048/9187328 (0%)] Step: 134.6K | Data (t): 3.575 Batch (t): 4.504, 454.727/s, 227.363/s/gpu Logit Scale: 96.325 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.018729 (0.018729) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:06:36 | INFO | Train Epoch: 30 [ 206848/9187328 (2%)] Step: 134.7K | Data (t): 0.491 Batch (t): 1.415, 1131.91/s, 565.953/s/gpu Logit Scale: 96.370 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.028862 (0.023796) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:08:56 | INFO | Train Epoch: 30 [ 411648/9187328 (4%)] Step: 134.8K | Data (t): 0.478 Batch (t): 1.404, 1073.57/s, 536.783/s/gpu Logit Scale: 96.401 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.032263 (0.026618) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:11:16 | INFO | Train Epoch: 30 [ 616448/9187328 (7%)] Step: 134.9K | Data (t): 0.471 Batch (t): 1.402, 1150.82/s, 575.410/s/gpu Logit Scale: 96.434 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.038161 (0.029504) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:13:37 | INFO | Train Epoch: 30 [ 821248/9187328 (9%)] Step: 135.0K | Data (t): 0.480 Batch (t): 1.406, 1120.15/s, 560.075/s/gpu Logit Scale: 96.471 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.019938 (0.027591) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:15:59 | INFO | Train Epoch: 30 [1026048/9187328 (11%)] Step: 135.1K | Data (t): 0.492 Batch (t): 1.420, 1083.10/s, 541.548/s/gpu Logit Scale: 96.510 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.025676 (0.027272) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:18:19 | INFO | Train Epoch: 30 [1230848/9187328 (13%)] Step: 135.2K | Data (t): 0.474 Batch (t): 1.400, 1165.19/s, 582.597/s/gpu Logit Scale: 96.544 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.023784 (0.026773) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:20:39 | INFO | Train Epoch: 30 [1435648/9187328 (16%)] Step: 135.3K | Data (t): 0.489 Batch (t): 1.401, 2123.32/s, 1061.66/s/gpu Logit Scale: 96.578 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.035580 (0.027874) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:23:01 | INFO | Train Epoch: 30 [1640448/9187328 (18%)] Step: 135.4K | Data (t): 0.507 Batch (t): 1.419, 2133.59/s, 1066.80/s/gpu Logit Scale: 96.605 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.027346 (0.027816) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:25:22 | INFO | Train Epoch: 30 [1845248/9187328 (20%)] Step: 135.5K | Data (t): 0.487 Batch (t): 1.415, 2121.61/s, 1060.81/s/gpu Logit Scale: 96.624 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.028627 (0.027897) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:27:43 | INFO | Train Epoch: 30 [2050048/9187328 (22%)] Step: 135.6K | Data (t): 0.477 Batch (t): 1.403, 2127.80/s, 1063.90/s/gpu Logit Scale: 96.653 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.030165 (0.028103) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:30:04 | INFO | Train Epoch: 30 [2254848/9187328 (25%)] Step: 135.7K | Data (t): 0.481 Batch (t): 1.409, 2111.65/s, 1055.82/s/gpu Logit Scale: 96.672 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.031150 (0.028357) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:32:24 | INFO | Train Epoch: 30 [2459648/9187328 (27%)] Step: 135.8K | Data (t): 0.478 Batch (t): 1.405, 2108.78/s, 1054.39/s/gpu Logit Scale: 96.689 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.022300 (0.027891) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:34:45 | INFO | Train Epoch: 30 [2664448/9187328 (29%)] Step: 135.9K | Data (t): 0.483 Batch (t): 1.408, 2131.96/s, 1065.98/s/gpu Logit Scale: 96.710 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.050661 (0.029517) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:37:05 | INFO | Train Epoch: 30 [2869248/9187328 (31%)] Step: 136.0K | Data (t): 0.477 Batch (t): 1.405, 2119.32/s, 1059.66/s/gpu Logit Scale: 96.729 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.031492 (0.029649) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:39:26 | INFO | Train Epoch: 30 [3074048/9187328 (33%)] Step: 136.1K | Data (t): 0.479 Batch (t): 1.406, 2154.34/s, 1077.17/s/gpu Logit Scale: 96.750 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.031219 (0.029747) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:41:46 | INFO | Train Epoch: 30 [3278848/9187328 (36%)] Step: 136.2K | Data (t): 0.479 Batch (t): 1.406, 2122.96/s, 1061.48/s/gpu Logit Scale: 96.774 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.033580 (0.029973) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:44:08 | INFO | Train Epoch: 30 [3483648/9187328 (38%)] Step: 136.3K | Data (t): 0.489 Batch (t): 1.416, 2139.51/s, 1069.76/s/gpu Logit Scale: 96.801 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.024352 (0.029660) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:46:30 | INFO | Train Epoch: 30 [3688448/9187328 (40%)] Step: 136.4K | Data (t): 0.488 Batch (t): 1.414, 2118.03/s, 1059.01/s/gpu Logit Scale: 96.816 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.036049 (0.029997) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:48:50 | INFO | Train Epoch: 30 [3893248/9187328 (42%)] Step: 136.5K | Data (t): 0.482 Batch (t): 1.406, 2136.50/s, 1068.25/s/gpu Logit Scale: 96.823 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.014563 (0.029225) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:51:11 | INFO | Train Epoch: 30 [4098048/9187328 (45%)] Step: 136.6K | Data (t): 0.487 Batch (t): 1.412, 2142.09/s, 1071.05/s/gpu Logit Scale: 96.834 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.031160 (0.029317) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:53:33 | INFO | Train Epoch: 30 [4302848/9187328 (47%)] Step: 136.7K | Data (t): 0.489 Batch (t): 1.418, 2125.79/s, 1062.89/s/gpu Logit Scale: 96.859 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.024384 (0.029093) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:55:54 | INFO | Train Epoch: 30 [4507648/9187328 (49%)] Step: 136.8K | Data (t): 0.485 Batch (t): 1.414, 2091.75/s, 1045.87/s/gpu Logit Scale: 96.880 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.038033 (0.029482) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,05:58:16 | INFO | Train Epoch: 30 [4712448/9187328 (51%)] Step: 136.9K | Data (t): 0.486 Batch (t): 1.414, 2147.35/s, 1073.68/s/gpu Logit Scale: 96.902 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.027144 (0.029384) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:00:37 | INFO | Train Epoch: 30 [4917248/9187328 (54%)] Step: 137.0K | Data (t): 0.476 Batch (t): 1.407, 2100.98/s, 1050.49/s/gpu Logit Scale: 96.917 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.023527 (0.029150) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:02:58 | INFO | Train Epoch: 30 [5122048/9187328 (56%)] Step: 137.1K | Data (t): 0.487 Batch (t): 1.416, 2137.32/s, 1068.66/s/gpu Logit Scale: 96.936 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.036312 (0.029425) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:05:20 | INFO | Train Epoch: 30 [5326848/9187328 (58%)] Step: 137.2K | Data (t): 0.483 Batch (t): 1.413, 2082.69/s, 1041.35/s/gpu Logit Scale: 96.957 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.032977 (0.029557) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:07:40 | INFO | Train Epoch: 30 [5531648/9187328 (60%)] Step: 137.3K | Data (t): 0.475 Batch (t): 1.409, 2101.77/s, 1050.88/s/gpu Logit Scale: 96.968 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.041944 (0.029999) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:10:02 | INFO | Train Epoch: 30 [5736448/9187328 (62%)] Step: 137.4K | Data (t): 0.478 Batch (t): 1.413, 2104.49/s, 1052.24/s/gpu Logit Scale: 96.974 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.037717 (0.030265) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:12:23 | INFO | Train Epoch: 30 [5941248/9187328 (65%)] Step: 137.5K | Data (t): 0.476 Batch (t): 1.412, 2108.55/s, 1054.27/s/gpu Logit Scale: 96.981 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.028866 (0.030219) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:14:43 | INFO | Train Epoch: 30 [6146048/9187328 (67%)] Step: 137.6K | Data (t): 0.472 Batch (t): 1.405, 2099.37/s, 1049.69/s/gpu Logit Scale: 96.998 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.030726 (0.030235) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:17:05 | INFO | Train Epoch: 30 [6350848/9187328 (69%)] Step: 137.7K | Data (t): 0.482 Batch (t): 1.412, 2117.46/s, 1058.73/s/gpu Logit Scale: 97.007 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.025877 (0.030099) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:19:26 | INFO | Train Epoch: 30 [6555648/9187328 (71%)] Step: 137.8K | Data (t): 0.475 Batch (t): 1.409, 2164.03/s, 1082.02/s/gpu Logit Scale: 97.028 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.017980 (0.029732) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:21:47 | INFO | Train Epoch: 30 [6760448/9187328 (74%)] Step: 137.9K | Data (t): 0.487 Batch (t): 1.416, 2136.85/s, 1068.42/s/gpu Logit Scale: 97.035 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.032959 (0.029827) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:24:09 | INFO | Train Epoch: 30 [6965248/9187328 (76%)] Step: 138.0K | Data (t): 0.487 Batch (t): 1.415, 2123.40/s, 1061.70/s/gpu Logit Scale: 97.042 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.028395 (0.029786) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:26:31 | INFO | Train Epoch: 30 [7170048/9187328 (78%)] Step: 138.1K | Data (t): 0.492 Batch (t): 1.421, 2116.17/s, 1058.09/s/gpu Logit Scale: 97.059 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.035679 (0.029949) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:28:54 | INFO | Train Epoch: 30 [7374848/9187328 (80%)] Step: 138.2K | Data (t): 0.501 Batch (t): 1.430, 2111.90/s, 1055.95/s/gpu Logit Scale: 97.075 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.037687 (0.030158) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:31:17 | INFO | Train Epoch: 30 [7579648/9187328 (83%)] Step: 138.3K | Data (t): 0.503 Batch (t): 1.435, 2129.44/s, 1064.72/s/gpu Logit Scale: 97.094 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.020772 (0.029911) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:33:40 | INFO | Train Epoch: 30 [7784448/9187328 (85%)] Step: 138.4K | Data (t): 0.496 Batch (t): 1.424, 2108.95/s, 1054.48/s/gpu Logit Scale: 97.102 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.032356 (0.029974) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:36:02 | INFO | Train Epoch: 30 [7989248/9187328 (87%)] Step: 138.5K | Data (t): 0.491 Batch (t): 1.420, 2140.66/s, 1070.33/s/gpu Logit Scale: 97.109 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.027363 (0.029909) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:38:24 | INFO | Train Epoch: 30 [8194048/9187328 (89%)] Step: 138.6K | Data (t): 0.503 Batch (t): 1.419, 1085.33/s, 542.665/s/gpu Logit Scale: 97.131 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.020436 (0.029678) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:40:43 | INFO | Train Epoch: 30 [8398848/9187328 (91%)] Step: 138.7K | Data (t): 0.486 Batch (t): 1.394, 1283.65/s, 641.826/s/gpu Logit Scale: 97.154 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.028649 (0.029653) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:43:03 | INFO | Train Epoch: 30 [8603648/9187328 (94%)] Step: 138.8K | Data (t): 0.497 Batch (t): 1.399, 1311.80/s, 655.902/s/gpu Logit Scale: 97.177 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.015156 (0.029316) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:45:23 | INFO | Train Epoch: 30 [8808448/9187328 (96%)] Step: 138.9K | Data (t): 0.481 Batch (t): 1.398, 2020.60/s, 1010.30/s/gpu Logit Scale: 97.198 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.026674 (0.029256) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:47:43 | INFO | Train Epoch: 30 [9013248/9187328 (98%)] Step: 139.0K | Data (t): 0.484 Batch (t): 1.404, 2150.17/s, 1075.08/s/gpu Logit Scale: 97.227 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.016485 (0.028972) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:49:43 | INFO | Train Epoch: 30 [9187328/9187328 (100%)] Step: 139.1K | Data (t): 0.485 Batch (t): 1.412, 1069.22/s, 534.609/s/gpu Logit Scale: 97.246 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.017231 (0.028717) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:49:43 | INFO | Starting zero-shot imagenet.
2025-01-24,06:49:43 | INFO | Building zero-shot classifier
2025-01-24,06:49:55 | INFO | Using classifier
2025-01-24,06:52:00 | INFO | Finished zero-shot imagenet.
2025-01-24,06:52:04 | INFO | Eval Epoch: 31 [1024 / 205824]	Clip Loss: 2.013945	
2025-01-24,06:52:32 | INFO | Eval Epoch: 31 imagenet-zeroshot-val-top1: 0.2554	imagenet-zeroshot-val-top5: 0.5005	image_to_text_mean_rank: 45.6599	image_to_text_median_rank: 1.0000	image_to_text_R@1: 0.5310	image_to_text_R@5: 0.7307	image_to_text_R@10: 0.7925	text_to_image_mean_rank: 54.2909	text_to_image_median_rank: 1.0000	text_to_image_R@1: 0.5323	text_to_image_R@5: 0.7233	text_to_image_R@10: 0.7898	clip_val_loss: 1.9084	epoch: 31.0000	num_samples: 8678.0000
2025-01-24,06:52:33 | INFO | Start epoch 31
2025-01-24,06:52:38 | INFO | Train Epoch: 31 [   2048/9187328 (0%)] Step: 139.1K | Data (t): 3.540 Batch (t): 4.429, 462.388/s, 231.194/s/gpu Logit Scale: 97.246 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.015542 (0.015542) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:54:59 | INFO | Train Epoch: 31 [ 206848/9187328 (2%)] Step: 139.2K | Data (t): 0.496 Batch (t): 1.411, 2164.12/s, 1082.06/s/gpu Logit Scale: 97.270 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.018357 (0.016950) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:57:20 | INFO | Train Epoch: 31 [ 411648/9187328 (4%)] Step: 139.3K | Data (t): 0.483 Batch (t): 1.411, 2129.20/s, 1064.60/s/gpu Logit Scale: 97.284 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.022516 (0.018805) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,06:59:41 | INFO | Train Epoch: 31 [ 616448/9187328 (7%)] Step: 139.4K | Data (t): 0.482 Batch (t): 1.410, 2121.18/s, 1060.59/s/gpu Logit Scale: 97.298 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.029508 (0.021481) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:02:02 | INFO | Train Epoch: 31 [ 821248/9187328 (9%)] Step: 139.5K | Data (t): 0.481 Batch (t): 1.410, 2106.14/s, 1053.07/s/gpu Logit Scale: 97.309 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.019686 (0.021122) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:04:22 | INFO | Train Epoch: 31 [1026048/9187328 (11%)] Step: 139.6K | Data (t): 0.473 Batch (t): 1.401, 2135.89/s, 1067.94/s/gpu Logit Scale: 97.326 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.019407 (0.020836) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:06:43 | INFO | Train Epoch: 31 [1230848/9187328 (13%)] Step: 139.7K | Data (t): 0.479 Batch (t): 1.407, 2130.10/s, 1065.05/s/gpu Logit Scale: 97.343 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.024244 (0.021323) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:09:03 | INFO | Train Epoch: 31 [1435648/9187328 (16%)] Step: 139.8K | Data (t): 0.478 Batch (t): 1.407, 2113.94/s, 1056.97/s/gpu Logit Scale: 97.352 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.025472 (0.021842) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:11:24 | INFO | Train Epoch: 31 [1640448/9187328 (18%)] Step: 139.9K | Data (t): 0.479 Batch (t): 1.407, 2169.56/s, 1084.78/s/gpu Logit Scale: 97.368 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.040107 (0.023871) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:13:45 | INFO | Train Epoch: 31 [1845248/9187328 (20%)] Step: 140.0K | Data (t): 0.483 Batch (t): 1.411, 2124.92/s, 1062.46/s/gpu Logit Scale: 97.380 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.040496 (0.025534) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:16:06 | INFO | Train Epoch: 31 [2050048/9187328 (22%)] Step: 140.1K | Data (t): 0.484 Batch (t): 1.410, 2122.67/s, 1061.34/s/gpu Logit Scale: 97.390 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.028649 (0.025817) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:18:27 | INFO | Train Epoch: 31 [2254848/9187328 (25%)] Step: 140.2K | Data (t): 0.484 Batch (t): 1.410, 2143.12/s, 1071.56/s/gpu Logit Scale: 97.404 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.018754 (0.025228) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:20:48 | INFO | Train Epoch: 31 [2459648/9187328 (27%)] Step: 140.3K | Data (t): 0.482 Batch (t): 1.407, 2123.94/s, 1061.97/s/gpu Logit Scale: 97.414 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.034974 (0.025978) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:23:10 | INFO | Train Epoch: 31 [2664448/9187328 (29%)] Step: 140.4K | Data (t): 0.491 Batch (t): 1.417, 2117.79/s, 1058.90/s/gpu Logit Scale: 97.421 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.022068 (0.025699) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:25:31 | INFO | Train Epoch: 31 [2869248/9187328 (31%)] Step: 140.5K | Data (t): 0.490 Batch (t): 1.417, 2155.68/s, 1077.84/s/gpu Logit Scale: 97.427 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.029307 (0.025939) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:27:55 | INFO | Train Epoch: 31 [3074048/9187328 (33%)] Step: 140.6K | Data (t): 0.507 Batch (t): 1.433, 2136.99/s, 1068.50/s/gpu Logit Scale: 97.441 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.017393 (0.025405) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:30:16 | INFO | Train Epoch: 31 [3278848/9187328 (36%)] Step: 140.7K | Data (t): 0.485 Batch (t): 1.412, 2110.85/s, 1055.42/s/gpu Logit Scale: 97.449 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.026943 (0.025496) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:32:36 | INFO | Train Epoch: 31 [3483648/9187328 (38%)] Step: 140.8K | Data (t): 0.473 Batch (t): 1.398, 2142.76/s, 1071.38/s/gpu Logit Scale: 97.456 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.033904 (0.025963) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:34:57 | INFO | Train Epoch: 31 [3688448/9187328 (40%)] Step: 140.9K | Data (t): 0.482 Batch (t): 1.412, 2119.99/s, 1060.00/s/gpu Logit Scale: 97.467 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.024517 (0.025887) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:37:18 | INFO | Train Epoch: 31 [3893248/9187328 (42%)] Step: 141.0K | Data (t): 0.484 Batch (t): 1.409, 2119.10/s, 1059.55/s/gpu Logit Scale: 97.476 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.025337 (0.025859) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:39:38 | INFO | Train Epoch: 31 [4098048/9187328 (45%)] Step: 141.1K | Data (t): 0.475 Batch (t): 1.402, 2130.50/s, 1065.25/s/gpu Logit Scale: 97.480 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.037980 (0.026436) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:41:59 | INFO | Train Epoch: 31 [4302848/9187328 (47%)] Step: 141.2K | Data (t): 0.488 Batch (t): 1.415, 2114.05/s, 1057.03/s/gpu Logit Scale: 97.487 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.029463 (0.026574) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:44:21 | INFO | Train Epoch: 31 [4507648/9187328 (49%)] Step: 141.3K | Data (t): 0.488 Batch (t): 1.415, 2134.72/s, 1067.36/s/gpu Logit Scale: 97.497 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.023475 (0.026439) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:46:42 | INFO | Train Epoch: 31 [4712448/9187328 (51%)] Step: 141.4K | Data (t): 0.483 Batch (t): 1.408, 2126.62/s, 1063.31/s/gpu Logit Scale: 97.507 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.029248 (0.026556) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:49:02 | INFO | Train Epoch: 31 [4917248/9187328 (54%)] Step: 141.5K | Data (t): 0.477 Batch (t): 1.399, 2158.09/s, 1079.04/s/gpu Logit Scale: 97.513 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.029629 (0.026679) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:51:21 | INFO | Train Epoch: 31 [5122048/9187328 (56%)] Step: 141.6K | Data (t): 0.473 Batch (t): 1.395, 2165.09/s, 1082.54/s/gpu Logit Scale: 97.521 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.024568 (0.026598) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:53:41 | INFO | Train Epoch: 31 [5326848/9187328 (58%)] Step: 141.7K | Data (t): 0.477 Batch (t): 1.399, 2144.58/s, 1072.29/s/gpu Logit Scale: 97.527 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.039222 (0.027065) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:56:02 | INFO | Train Epoch: 31 [5531648/9187328 (60%)] Step: 141.8K | Data (t): 0.480 Batch (t): 1.403, 2125.43/s, 1062.71/s/gpu Logit Scale: 97.533 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.026754 (0.027054) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,07:58:23 | INFO | Train Epoch: 31 [5736448/9187328 (62%)] Step: 141.9K | Data (t): 0.489 Batch (t): 1.416, 2132.94/s, 1066.47/s/gpu Logit Scale: 97.541 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.028442 (0.027102) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:00:44 | INFO | Train Epoch: 31 [5941248/9187328 (65%)] Step: 142.0K | Data (t): 0.486 Batch (t): 1.412, 2134.21/s, 1067.11/s/gpu Logit Scale: 97.547 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.023158 (0.026971) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:03:06 | INFO | Train Epoch: 31 [6146048/9187328 (67%)] Step: 142.1K | Data (t): 0.260 Batch (t): 1.418, 1106.92/s, 553.459/s/gpu Logit Scale: 97.554 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.033062 (0.027167) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:05:28 | INFO | Train Epoch: 31 [6350848/9187328 (69%)] Step: 142.2K | Data (t): 0.051 Batch (t): 1.415, 1221.08/s, 610.541/s/gpu Logit Scale: 97.561 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.019895 (0.026940) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:07:48 | INFO | Train Epoch: 31 [6555648/9187328 (71%)] Step: 142.3K | Data (t): 0.092 Batch (t): 1.403, 1085.00/s, 542.498/s/gpu Logit Scale: 97.567 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.036891 (0.027241) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:10:09 | INFO | Train Epoch: 31 [6760448/9187328 (74%)] Step: 142.4K | Data (t): 0.036 Batch (t): 1.412, 1045.54/s, 522.770/s/gpu Logit Scale: 97.573 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.041872 (0.027672) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:12:30 | INFO | Train Epoch: 31 [6965248/9187328 (76%)] Step: 142.5K | Data (t): 0.041 Batch (t): 1.408, 1150.31/s, 575.156/s/gpu Logit Scale: 97.578 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.017094 (0.027370) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:14:49 | INFO | Train Epoch: 31 [7170048/9187328 (78%)] Step: 142.6K | Data (t): 0.060 Batch (t): 1.394, 1142.40/s, 571.202/s/gpu Logit Scale: 97.584 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.029963 (0.027442) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:17:08 | INFO | Train Epoch: 31 [7374848/9187328 (80%)] Step: 142.7K | Data (t): 0.062 Batch (t): 1.386, 1155.37/s, 577.685/s/gpu Logit Scale: 97.587 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.032537 (0.027579) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:19:27 | INFO | Train Epoch: 31 [7579648/9187328 (83%)] Step: 142.8K | Data (t): 0.055 Batch (t): 1.394, 1086.29/s, 543.145/s/gpu Logit Scale: 97.592 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.027035 (0.027565) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:21:47 | INFO | Train Epoch: 31 [7784448/9187328 (85%)] Step: 142.9K | Data (t): 0.052 Batch (t): 1.394, 1122.55/s, 561.276/s/gpu Logit Scale: 97.597 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.027201 (0.027556) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:24:06 | INFO | Train Epoch: 31 [7989248/9187328 (87%)] Step: 143.0K | Data (t): 0.035 Batch (t): 1.393, 1117.86/s, 558.931/s/gpu Logit Scale: 97.601 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.012319 (0.027175) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:26:27 | INFO | Train Epoch: 31 [8194048/9187328 (89%)] Step: 143.1K | Data (t): 0.335 Batch (t): 1.411, 2116.71/s, 1058.35/s/gpu Logit Scale: 97.606 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.033439 (0.027328) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:28:49 | INFO | Train Epoch: 31 [8398848/9187328 (91%)] Step: 143.2K | Data (t): 0.475 Batch (t): 1.412, 2016.81/s, 1008.40/s/gpu Logit Scale: 97.613 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.016313 (0.027065) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:31:09 | INFO | Train Epoch: 31 [8603648/9187328 (94%)] Step: 143.3K | Data (t): 0.475 Batch (t): 1.408, 2127.93/s, 1063.96/s/gpu Logit Scale: 97.619 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.015017 (0.026785) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:33:30 | INFO | Train Epoch: 31 [8808448/9187328 (96%)] Step: 143.4K | Data (t): 0.464 Batch (t): 1.410, 2015.94/s, 1007.97/s/gpu Logit Scale: 97.626 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.026259 (0.026773) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:35:51 | INFO | Train Epoch: 31 [9013248/9187328 (98%)] Step: 143.5K | Data (t): 0.469 Batch (t): 1.404, 2142.17/s, 1071.08/s/gpu Logit Scale: 97.632 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.027019 (0.026779) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:37:51 | INFO | Train Epoch: 31 [9187328/9187328 (100%)] Step: 143.6K | Data (t): 0.487 Batch (t): 1.409, 1085.53/s, 542.765/s/gpu Logit Scale: 97.636 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.026014 (0.026762) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:37:51 | INFO | Starting zero-shot imagenet.
2025-01-24,08:37:51 | INFO | Building zero-shot classifier
2025-01-24,08:38:02 | INFO | Using classifier
2025-01-24,08:40:07 | INFO | Finished zero-shot imagenet.
2025-01-24,08:40:11 | INFO | Eval Epoch: 32 [1024 / 205824]	Clip Loss: 2.008799	
2025-01-24,08:40:38 | INFO | Eval Epoch: 32 imagenet-zeroshot-val-top1: 0.2566	imagenet-zeroshot-val-top5: 0.5020	image_to_text_mean_rank: 45.3757	image_to_text_median_rank: 1.0000	image_to_text_R@1: 0.5322	image_to_text_R@5: 0.7308	image_to_text_R@10: 0.7940	text_to_image_mean_rank: 54.2827	text_to_image_median_rank: 1.0000	text_to_image_R@1: 0.5332	text_to_image_R@5: 0.7254	text_to_image_R@10: 0.7914	clip_val_loss: 1.9058	epoch: 32.0000	num_samples: 8678.0000
2025-01-24,08:40:40 | INFO | Start epoch 32
2025-01-24,08:40:45 | INFO | Train Epoch: 32 [   2048/9187328 (0%)] Step: 143.6K | Data (t): 3.817 Batch (t): 4.709, 434.945/s, 217.473/s/gpu Logit Scale: 97.636 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.010918 (0.010918) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:43:06 | INFO | Train Epoch: 32 [ 206848/9187328 (2%)] Step: 143.7K | Data (t): 0.488 Batch (t): 1.408, 1123.23/s, 561.614/s/gpu Logit Scale: 97.642 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.027003 (0.018960) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:45:24 | INFO | Train Epoch: 32 [ 411648/9187328 (4%)] Step: 143.8K | Data (t): 0.464 Batch (t): 1.386, 1104.95/s, 552.475/s/gpu Logit Scale: 97.646 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.030339 (0.022753) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:47:44 | INFO | Train Epoch: 32 [ 616448/9187328 (7%)] Step: 143.9K | Data (t): 0.476 Batch (t): 1.400, 1122.39/s, 561.195/s/gpu Logit Scale: 97.650 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.031982 (0.025060) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:50:04 | INFO | Train Epoch: 32 [ 821248/9187328 (9%)] Step: 144.0K | Data (t): 0.477 Batch (t): 1.400, 1087.74/s, 543.871/s/gpu Logit Scale: 97.655 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.018860 (0.023820) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:52:23 | INFO | Train Epoch: 32 [1026048/9187328 (11%)] Step: 144.1K | Data (t): 0.468 Batch (t): 1.389, 1109.14/s, 554.569/s/gpu Logit Scale: 97.659 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.018196 (0.022883) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:54:43 | INFO | Train Epoch: 32 [1230848/9187328 (13%)] Step: 144.2K | Data (t): 0.477 Batch (t): 1.397, 1117.37/s, 558.683/s/gpu Logit Scale: 97.663 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.024398 (0.023099) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:57:02 | INFO | Train Epoch: 32 [1435648/9187328 (16%)] Step: 144.3K | Data (t): 0.472 Batch (t): 1.394, 1147.87/s, 573.933/s/gpu Logit Scale: 97.666 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.022195 (0.022986) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,08:59:22 | INFO | Train Epoch: 32 [1640448/9187328 (18%)] Step: 144.4K | Data (t): 0.475 Batch (t): 1.399, 1104.48/s, 552.242/s/gpu Logit Scale: 97.670 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.046078 (0.025552) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:01:42 | INFO | Train Epoch: 32 [1845248/9187328 (20%)] Step: 144.5K | Data (t): 0.475 Batch (t): 1.399, 1131.13/s, 565.566/s/gpu Logit Scale: 97.672 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.024443 (0.025441) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:04:01 | INFO | Train Epoch: 32 [2050048/9187328 (22%)] Step: 144.6K | Data (t): 0.474 Batch (t): 1.395, 1138.99/s, 569.493/s/gpu Logit Scale: 97.675 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.020389 (0.024982) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:06:21 | INFO | Train Epoch: 32 [2254848/9187328 (25%)] Step: 144.7K | Data (t): 0.470 Batch (t): 1.391, 1130.57/s, 565.285/s/gpu Logit Scale: 97.676 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.021223 (0.024668) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:08:41 | INFO | Train Epoch: 32 [2459648/9187328 (27%)] Step: 144.8K | Data (t): 0.494 Batch (t): 1.405, 1072.31/s, 536.156/s/gpu Logit Scale: 97.678 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.022126 (0.024473) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:11:01 | INFO | Train Epoch: 32 [2664448/9187328 (29%)] Step: 144.9K | Data (t): 0.476 Batch (t): 1.396, 1113.01/s, 556.503/s/gpu Logit Scale: 97.680 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.027109 (0.024661) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:13:21 | INFO | Train Epoch: 32 [2869248/9187328 (31%)] Step: 145.0K | Data (t): 0.477 Batch (t): 1.403, 1140.28/s, 570.139/s/gpu Logit Scale: 97.681 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.033624 (0.025259) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:15:42 | INFO | Train Epoch: 32 [3074048/9187328 (33%)] Step: 145.1K | Data (t): 0.483 Batch (t): 1.409, 1115.60/s, 557.800/s/gpu Logit Scale: 97.681 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.043243 (0.026383) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:18:02 | INFO | Train Epoch: 32 [3278848/9187328 (36%)] Step: 145.2K | Data (t): 0.477 Batch (t): 1.400, 1106.23/s, 553.113/s/gpu Logit Scale: 97.682 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.024257 (0.026258) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:20:21 | INFO | Train Epoch: 32 [3483648/9187328 (38%)] Step: 145.3K | Data (t): 0.468 Batch (t): 1.393, 1120.99/s, 560.496/s/gpu Logit Scale: 97.683 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.025001 (0.026188) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:22:41 | INFO | Train Epoch: 32 [3688448/9187328 (40%)] Step: 145.4K | Data (t): 0.471 Batch (t): 1.396, 1107.18/s, 553.590/s/gpu Logit Scale: 97.683 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.041765 (0.027008) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:25:01 | INFO | Train Epoch: 32 [3893248/9187328 (42%)] Step: 145.5K | Data (t): 0.475 Batch (t): 1.398, 1124.93/s, 562.463/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.034376 (0.027376) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:27:20 | INFO | Train Epoch: 32 [4098048/9187328 (45%)] Step: 145.6K | Data (t): 0.470 Batch (t): 1.393, 1042.68/s, 521.341/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.027173 (0.027366) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:29:40 | INFO | Train Epoch: 32 [4302848/9187328 (47%)] Step: 145.7K | Data (t): 0.479 Batch (t): 1.400, 1109.90/s, 554.949/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.016882 (0.026890) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:31:59 | INFO | Train Epoch: 32 [4507648/9187328 (49%)] Step: 145.8K | Data (t): 0.471 Batch (t): 1.394, 1139.91/s, 569.955/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.016995 (0.026460) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:34:19 | INFO | Train Epoch: 32 [4712448/9187328 (51%)] Step: 145.9K | Data (t): 0.472 Batch (t): 1.393, 1141.41/s, 570.707/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.022597 (0.026299) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:36:38 | INFO | Train Epoch: 32 [4917248/9187328 (54%)] Step: 146.0K | Data (t): 0.474 Batch (t): 1.396, 1095.84/s, 547.920/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.025465 (0.026265) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:38:58 | INFO | Train Epoch: 32 [5122048/9187328 (56%)] Step: 146.1K | Data (t): 0.476 Batch (t): 1.398, 1112.40/s, 556.198/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.021136 (0.026068) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:41:18 | INFO | Train Epoch: 32 [5326848/9187328 (58%)] Step: 146.2K | Data (t): 0.478 Batch (t): 1.400, 1109.23/s, 554.614/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.018282 (0.025780) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:43:38 | INFO | Train Epoch: 32 [5531648/9187328 (60%)] Step: 146.3K | Data (t): 0.476 Batch (t): 1.399, 1063.31/s, 531.655/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.021666 (0.025633) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:45:58 | INFO | Train Epoch: 32 [5736448/9187328 (62%)] Step: 146.4K | Data (t): 0.478 Batch (t): 1.399, 1158.10/s, 579.048/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.025893 (0.025642) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:48:17 | INFO | Train Epoch: 32 [5941248/9187328 (65%)] Step: 146.5K | Data (t): 0.474 Batch (t): 1.397, 1115.62/s, 557.811/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.041555 (0.026172) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:50:37 | INFO | Train Epoch: 32 [6146048/9187328 (67%)] Step: 146.6K | Data (t): 0.473 Batch (t): 1.396, 1097.28/s, 548.642/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.021837 (0.026032) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:52:56 | INFO | Train Epoch: 32 [6350848/9187328 (69%)] Step: 146.7K | Data (t): 0.472 Batch (t): 1.394, 1127.70/s, 563.848/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.027453 (0.026077) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:55:15 | INFO | Train Epoch: 32 [6555648/9187328 (71%)] Step: 146.8K | Data (t): 0.478 Batch (t): 1.389, 2139.83/s, 1069.91/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.030401 (0.026208) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:57:36 | INFO | Train Epoch: 32 [6760448/9187328 (74%)] Step: 146.9K | Data (t): 0.481 Batch (t): 1.402, 2108.60/s, 1054.30/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.027944 (0.026259) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,09:59:56 | INFO | Train Epoch: 32 [6965248/9187328 (76%)] Step: 147.0K | Data (t): 0.477 Batch (t): 1.400, 2141.38/s, 1070.69/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.024601 (0.026212) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,10:02:16 | INFO | Train Epoch: 32 [7170048/9187328 (78%)] Step: 147.1K | Data (t): 0.477 Batch (t): 1.402, 2151.59/s, 1075.79/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.036335 (0.026493) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,10:04:36 | INFO | Train Epoch: 32 [7374848/9187328 (80%)] Step: 147.2K | Data (t): 0.471 Batch (t): 1.401, 2077.30/s, 1038.65/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.026486 (0.026493) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,10:06:55 | INFO | Train Epoch: 32 [7579648/9187328 (83%)] Step: 147.3K | Data (t): 0.464 Batch (t): 1.394, 2119.44/s, 1059.72/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.016985 (0.026242) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,10:09:15 | INFO | Train Epoch: 32 [7784448/9187328 (85%)] Step: 147.4K | Data (t): 0.464 Batch (t): 1.397, 1788.45/s, 894.224/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.034835 (0.026463) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,10:11:40 | INFO | Train Epoch: 32 [7989248/9187328 (87%)] Step: 147.5K | Data (t): 0.105 Batch (t): 1.449, 1102.55/s, 551.274/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.018703 (0.026269) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,10:14:05 | INFO | Train Epoch: 32 [8194048/9187328 (89%)] Step: 147.6K | Data (t): 0.061 Batch (t): 1.447, 1125.42/s, 562.711/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.028034 (0.026312) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,10:16:28 | INFO | Train Epoch: 32 [8398848/9187328 (91%)] Step: 147.7K | Data (t): 0.065 Batch (t): 1.433, 1083.80/s, 541.898/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.027305 (0.026335) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,10:18:49 | INFO | Train Epoch: 32 [8603648/9187328 (94%)] Step: 147.8K | Data (t): 0.062 Batch (t): 1.415, 1101.44/s, 550.718/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.024402 (0.026290) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,10:21:10 | INFO | Train Epoch: 32 [8808448/9187328 (96%)] Step: 147.9K | Data (t): 0.069 Batch (t): 1.410, 1094.73/s, 547.363/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.019765 (0.026142) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,10:23:32 | INFO | Train Epoch: 32 [9013248/9187328 (98%)] Step: 148.0K | Data (t): 0.434 Batch (t): 1.418, 1004.29/s, 502.144/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.033657 (0.026309) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,10:25:33 | INFO | Train Epoch: 32 [9187328/9187328 (100%)] Step: 148.0K | Data (t): 0.464 Batch (t): 1.415, 2086.83/s, 1043.42/s/gpu Logit Scale: 97.684 | Logit Bias: 0.000  | Lambda Scalar: 0.000 | Contrastive_loss: 0.023513 (0.026248) Logit_bias: 0.0000 (0.0000) | L_updates: 0 | Beta: 0 | 
2025-01-24,10:25:33 | INFO | Starting zero-shot imagenet.
2025-01-24,10:25:33 | INFO | Building zero-shot classifier
2025-01-24,10:25:44 | INFO | Using classifier
2025-01-24,10:27:47 | INFO | Finished zero-shot imagenet.
2025-01-24,10:27:50 | INFO | Eval Epoch: 33 [1024 / 205824]	Clip Loss: 2.014789	
2025-01-24,10:28:18 | INFO | Eval Epoch: 33 imagenet-zeroshot-val-top1: 0.2566	imagenet-zeroshot-val-top5: 0.5014	image_to_text_mean_rank: 45.3791	image_to_text_median_rank: 1.0000	image_to_text_R@1: 0.5310	image_to_text_R@5: 0.7307	image_to_text_R@10: 0.7938	text_to_image_mean_rank: 54.2872	text_to_image_median_rank: 1.0000	text_to_image_R@1: 0.5323	text_to_image_R@5: 0.7261	text_to_image_R@10: 0.7917	clip_val_loss: 1.9064	epoch: 33.0000	num_samples: 8678.0000