FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  373.34         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.5621         	|63             	|  350.41         	|  93.86          	|
run_training_batch                 	|  0.32718        	|1000           	|  327.18         	|  87.637         	|
optimizer_step_with_closure_0      	|  0.32442        	|1000           	|  324.42         	|  86.898         	|
training_step_and_backward         	|  0.24427        	|1000           	|  244.27         	|  65.429         	|
model_forward                      	|  0.15115        	|1000           	|  151.15         	|  40.485         	|
training_step                      	|  0.15101        	|1000           	|  151.01         	|  40.448         	|
backward                           	|  0.091803       	|1000           	|  91.803         	|  24.59          	|
get_train_batch                    	|  0.0073586      	|1063           	|  7.8222         	|  2.0952         	|
fetch_next_train_batch             	|  0.0073399      	|1063           	|  7.8023         	|  2.0899         	|
zero_grad                          	|  0.001294       	|1000           	|  1.294          	|  0.3466         	|
on_train_batch_end                 	|  0.0012134      	|1000           	|  1.2134         	|  0.32503        	|
training_batch_to_device           	|  0.00022304     	|1000           	|  0.22304        	|  0.059744       	|
on_train_batch_start               	|  9.0827e-05     	|1000           	|  0.090827       	|  0.024329       	|
on_train_end                       	|  0.025842       	|1              	|  0.025842       	|  0.006922       	|
on_pretrain_routine_start          	|  0.022866       	|1              	|  0.022866       	|  0.0061248      	|
on_train_epoch_start               	|  0.00029002     	|63             	|  0.018271       	|  0.0048941      	|
on_train_epoch_end                 	|  0.00028289     	|63             	|  0.017822       	|  0.0047737      	|
on_batch_start                     	|  1.6008e-05     	|1000           	|  0.016008       	|  0.0042877      	|
on_before_zero_grad                	|  1.3603e-05     	|1000           	|  0.013603       	|  0.0036436      	|
on_batch_end                       	|  1.2927e-05     	|1000           	|  0.012927       	|  0.0034627      	|
on_before_optimizer_step           	|  1.1114e-05     	|1000           	|  0.011114       	|  0.002977       	|
on_after_backward                  	|  1.1093e-05     	|1000           	|  0.011093       	|  0.0029713      	|
on_before_backward                 	|  1.0159e-05     	|1000           	|  0.010159       	|  0.0027212      	|
configure_optimizers               	|  0.0080514      	|1              	|  0.0080514      	|  0.0021566      	|
training_step_end                  	|  5.9864e-06     	|1000           	|  0.0059864      	|  0.0016035      	|
on_train_start                     	|  0.00074344     	|1              	|  0.00074344     	|  0.00019914     	|
on_epoch_start                     	|  1.0313e-05     	|63             	|  0.00064973     	|  0.00017403     	|
on_epoch_end                       	|  1.0146e-05     	|63             	|  0.00063919     	|  0.00017121     	|
on_fit_end                         	|  2.1901e-05     	|1              	|  2.1901e-05     	|  5.8663e-06     	|
on_before_accelerator_backend_setup	|  1.7744e-05     	|1              	|  1.7744e-05     	|  4.7528e-06     	|
on_fit_start                       	|  1.5759e-05     	|1              	|  1.5759e-05     	|  4.2211e-06     	|
on_configure_sharded_model         	|  1.3465e-05     	|1              	|  1.3465e-05     	|  3.6067e-06     	|
setup                              	|  1.3445e-05     	|1              	|  1.3445e-05     	|  3.6013e-06     	|
teardown                           	|  1.02e-05       	|1              	|  1.02e-05       	|  2.7321e-06     	|
on_pretrain_routine_end            	|  9.939e-06      	|1              	|  9.939e-06      	|  2.6622e-06     	|
prepare_data                       	|  6.903e-06      	|1              	|  6.903e-06      	|  1.849e-06      	|
configure_callbacks                	|  5.18e-06       	|1              	|  5.18e-06       	|  1.3875e-06     	|
on_val_dataloader                  	|  4.5489e-06     	|1              	|  4.5489e-06     	|  1.2185e-06     	|
configure_sharded_model            	|  4.3289e-06     	|1              	|  4.3289e-06     	|  1.1595e-06     	|
on_train_dataloader                	|  4.248e-06      	|1              	|  4.248e-06      	|  1.1379e-06     	|
