FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1691.8         	|  100 %          	|
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run_training_epoch                 	|  26.492         	|63             	|  1669.0         	|  98.649         	|
run_training_batch                 	|  0.20422        	|8000           	|  1633.8         	|  96.566         	|
training_step_and_backward         	|  0.19296        	|8000           	|  1543.6         	|  91.24          	|
model_forward                      	|  0.10787        	|8000           	|  862.99         	|  51.009         	|
training_step                      	|  0.10774        	|8000           	|  861.92         	|  50.946         	|
backward                           	|  0.084897       	|8000           	|  679.18         	|  40.144         	|
optimizer_step_with_closure_0      	|  0.25177        	|1000           	|  251.77         	|  14.881         	|
get_train_batch                    	|  0.002276       	|8063           	|  18.351         	|  1.0847         	|
fetch_next_train_batch             	|  0.0022593      	|8063           	|  18.216         	|  1.0767         	|
on_train_batch_end                 	|  0.0010988      	|8000           	|  8.79           	|  0.51955        	|
training_batch_to_device           	|  0.00021518     	|8000           	|  1.7214         	|  0.10175        	|
zero_grad                          	|  0.0013269      	|1000           	|  1.3269         	|  0.078428       	|
on_train_batch_start               	|  9.1259e-05     	|8000           	|  0.73007        	|  0.043152       	|
on_batch_start                     	|  1.5028e-05     	|8000           	|  0.12023        	|  0.0071063      	|
on_batch_end                       	|  1.333e-05      	|8000           	|  0.10664        	|  0.0063032      	|
on_before_backward                 	|  1.2847e-05     	|8000           	|  0.10278        	|  0.0060748      	|
on_after_backward                  	|  1.1756e-05     	|8000           	|  0.094049       	|  0.005559       	|
training_step_end                  	|  5.6155e-06     	|8000           	|  0.044924       	|  0.0026553      	|
on_train_end                       	|  0.024919       	|1              	|  0.024919       	|  0.0014729      	|
on_pretrain_routine_start          	|  0.022842       	|1              	|  0.022842       	|  0.0013501      	|
on_train_epoch_start               	|  0.00030057     	|63             	|  0.018936       	|  0.0011192      	|
on_train_epoch_end                 	|  0.00027706     	|63             	|  0.017455       	|  0.0010317      	|
on_before_zero_grad                	|  1.487e-05      	|1000           	|  0.01487        	|  0.00087895     	|
on_before_optimizer_step           	|  1.1796e-05     	|1000           	|  0.011796       	|  0.00069722     	|
configure_optimizers               	|  0.0087741      	|1              	|  0.0087741      	|  0.00051861     	|
on_train_start                     	|  0.00078541     	|1              	|  0.00078541     	|  4.6423e-05     	|
on_epoch_start                     	|  1.055e-05      	|63             	|  0.00066466     	|  3.9286e-05     	|
on_epoch_end                       	|  1.0547e-05     	|63             	|  0.00066444     	|  3.9273e-05     	|
setup                              	|  2.2202e-05     	|1              	|  2.2202e-05     	|  1.3123e-06     	|
on_before_accelerator_backend_setup	|  2.2161e-05     	|1              	|  2.2161e-05     	|  1.3099e-06     	|
on_fit_end                         	|  2.139e-05      	|1              	|  2.139e-05      	|  1.2643e-06     	|
on_fit_start                       	|  1.7293e-05     	|1              	|  1.7293e-05     	|  1.0221e-06     	|
on_configure_sharded_model         	|  1.63e-05       	|1              	|  1.63e-05       	|  9.6344e-07     	|
on_pretrain_routine_end            	|  1.047e-05      	|1              	|  1.047e-05      	|  6.1886e-07     	|
teardown                           	|  9.7782e-06     	|1              	|  9.7782e-06     	|  5.7796e-07     	|
prepare_data                       	|  8.8571e-06     	|1              	|  8.8571e-06     	|  5.2352e-07     	|
configure_callbacks                	|  5.8711e-06     	|1              	|  5.8711e-06     	|  3.4702e-07     	|
configure_sharded_model            	|  5.35e-06       	|1              	|  5.35e-06       	|  3.1622e-07     	|
on_val_dataloader                  	|  4.8089e-06     	|1              	|  4.8089e-06     	|  2.8424e-07     	|
on_train_dataloader                	|  4.2878e-06     	|1              	|  4.2878e-06     	|  2.5344e-07     	|
