FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  425.68         	|  100 %          	|
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run_training_epoch                 	|  6.4893         	|63             	|  408.83         	|  96.041         	|
run_training_batch                 	|  0.29161        	|1000           	|  291.61         	|  68.503         	|
optimizer_step_with_closure_0      	|  0.28857        	|1000           	|  288.57         	|  67.789         	|
training_step_and_backward         	|  0.22295        	|1000           	|  222.95         	|  52.375         	|
model_forward                      	|  0.11308        	|1000           	|  113.08         	|  26.564         	|
training_step                      	|  0.11288        	|1000           	|  112.88         	|  26.519         	|
backward                           	|  0.10826        	|1000           	|  108.26         	|  25.433         	|
get_train_batch                    	|  0.025573       	|1063           	|  27.184         	|  6.386          	|
fetch_next_train_batch             	|  0.02555        	|1063           	|  27.159         	|  6.3802         	|
on_train_batch_end                 	|  0.0020296      	|1000           	|  2.0296         	|  0.47678        	|
zero_grad                          	|  0.0015779      	|1000           	|  1.5779         	|  0.37068        	|
training_batch_to_device           	|  0.00034978     	|1000           	|  0.34978        	|  0.08217        	|
on_train_batch_start               	|  9.6486e-05     	|1000           	|  0.096486       	|  0.022666       	|
on_train_end                       	|  0.067934       	|1              	|  0.067934       	|  0.015959       	|
on_after_backward                  	|  2.7282e-05     	|1000           	|  0.027282       	|  0.006409       	|
on_train_epoch_end                 	|  0.00037369     	|63             	|  0.023542       	|  0.0055305      	|
on_pretrain_routine_start          	|  0.023414       	|1              	|  0.023414       	|  0.0055003      	|
on_train_epoch_start               	|  0.00035716     	|63             	|  0.022501       	|  0.0052859      	|
on_batch_start                     	|  2.1619e-05     	|1000           	|  0.021619       	|  0.0050787      	|
on_before_zero_grad                	|  1.8865e-05     	|1000           	|  0.018865       	|  0.0044317      	|
on_batch_end                       	|  1.6155e-05     	|1000           	|  0.016155       	|  0.003795       	|
configure_optimizers               	|  0.015836       	|1              	|  0.015836       	|  0.0037202      	|
on_before_optimizer_step           	|  1.3846e-05     	|1000           	|  0.013846       	|  0.0032528      	|
on_before_backward                 	|  1.3621e-05     	|1000           	|  0.013621       	|  0.0031998      	|
training_step_end                  	|  7.2409e-06     	|1000           	|  0.0072409      	|  0.001701       	|
on_train_start                     	|  0.0010584      	|1              	|  0.0010584      	|  0.00024864     	|
on_epoch_end                       	|  1.1874e-05     	|63             	|  0.00074805     	|  0.00017573     	|
on_epoch_start                     	|  1.1229e-05     	|63             	|  0.00070745     	|  0.00016619     	|
on_fit_start                       	|  4.4908e-05     	|1              	|  4.4908e-05     	|  1.055e-05      	|
on_fit_end                         	|  3.0352e-05     	|1              	|  3.0352e-05     	|  7.1302e-06     	|
setup                              	|  2.5904e-05     	|1              	|  2.5904e-05     	|  6.0853e-06     	|
on_before_accelerator_backend_setup	|  2.5254e-05     	|1              	|  2.5254e-05     	|  5.9325e-06     	|
on_configure_sharded_model         	|  1.9565e-05     	|1              	|  1.9565e-05     	|  4.5962e-06     	|
teardown                           	|  1.3582e-05     	|1              	|  1.3582e-05     	|  3.1907e-06     	|
on_pretrain_routine_end            	|  1.354e-05      	|1              	|  1.354e-05      	|  3.1807e-06     	|
prepare_data                       	|  1.1101e-05     	|1              	|  1.1101e-05     	|  2.6079e-06     	|
configure_callbacks                	|  7.0482e-06     	|1              	|  7.0482e-06     	|  1.6558e-06     	|
on_val_dataloader                  	|  7.0333e-06     	|1              	|  7.0333e-06     	|  1.6523e-06     	|
configure_sharded_model            	|  6.5882e-06     	|1              	|  6.5882e-06     	|  1.5477e-06     	|
on_train_dataloader                	|  5.6103e-06     	|1              	|  5.6103e-06     	|  1.318e-06      	|
