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(coco step1: zero-shot evaluation) load pretrained model from:
/share/home/qxnie/anaconda3/lib/python3.9/site-packages/torch/distributed/launch.py:178: FutureWarning: The module torch.distributed.launch is deprecated
and will be removed in future. Use torchrun.
Note that --use_env is set by default in torchrun.
If your script expects `--local_rank` argument to be set, please
change it to read from `os.environ['LOCAL_RANK']` instead. See
https://pytorch.org/docs/stable/distributed.html#launch-utility for
further instructions
warnings.warn(
WARNING:torch.distributed.run:
*****************************************
Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed.
*****************************************
args.rank 1 args.world_size 4 args.gpu 1
get_rank() 0
args.rank 3 args.world_size 4 args.gpu 3
get_rank() 0
args.rank 0 args.world_size 4 args.gpu 0
get_rank() 0
args.rank 2 args.world_size 4 args.gpu 2
get_rank() 0
| distributed init (rank 2): env://
| distributed init (rank 1): env://
| distributed init (rank 3): env://
| distributed init (rank 0): env://
Creating retrieval dataset
{'image_root': '/share/common/ImageDatasets/coco2017', 'ann_root': 'annotation', 'dataset': 'coco', 'pretrained': 'output/zero_shot_coco_checkpoint_4m.pth', 'vit': 'base', 'batch_size_train': 24, 'batch_size_test': 48, 'vit_grad_ckpt': True, 'vit_ckpt_layer': 4, 'init_lr': 1e-05, 'image_size': 384, 'queue_size': 57600, 'alpha': 0.4, 'k_test': 256, 'negative_all_rank': True, 'weight_decay': 0.05, 'min_lr': 0, 'max_epoch': 6}
Creating model
load checkpoint for output/zero_shot_coco_checkpoint_4m.pth
reshape position embedding from 196 to 576
reshape position embedding from 196 to 576
load checkpoint from output/zero_shot_coco_checkpoint_4m.pth
missing keys:
['idx_queue', 'ptr_queue']
Start training
Computing features for evaluation...
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Evaluation: Total time: 1:03:49 (0.6125 s / it)
Evaluation time 1:19:18
Computing features for evaluation...
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Evaluation: Total time: 1:03:57 (0.6137 s / it)
Evaluation time 1:19:16
{'txt_r1': 74.44, 'txt_r5': 92.74, 'txt_r10': 96.38, 'txt_r_mean': 87.85333333333334, 'img_r1': 52.483006797281085, 'img_r5': 77.44102359056377, 'img_r10': 85.4938024790084, 'img_r_mean': 71.80594428895108, 'r_mean': 79.82963881114222}
{'txt_r1': 73.64, 'txt_r5': 92.18, 'txt_r10': 96.1, 'txt_r_mean': 87.30666666666666, 'img_r1': 52.00719712115154, 'img_r5': 77.03718512594962, 'img_r10': 84.75809676129548, 'img_r_mean': 71.26749300279887, 'r_mean': 79.28707983473276}
Training time 2:38:53
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