FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  362.85         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.3952         	|63             	|  339.9          	|  93.675         	|
run_training_batch                 	|  0.31641        	|1000           	|  316.41         	|  87.2           	|
optimizer_step_with_closure_0      	|  0.31368        	|1000           	|  313.68         	|  86.45          	|
training_step_and_backward         	|  0.23578        	|1000           	|  235.78         	|  64.979         	|
model_forward                      	|  0.1455         	|1000           	|  145.5          	|  40.099         	|
training_step                      	|  0.14536        	|1000           	|  145.36         	|  40.061         	|
backward                           	|  0.088957       	|1000           	|  88.957         	|  24.516         	|
get_train_batch                    	|  0.0076445      	|1063           	|  8.1261         	|  2.2395         	|
fetch_next_train_batch             	|  0.0076258      	|1063           	|  8.1062         	|  2.234          	|
zero_grad                          	|  0.0012929      	|1000           	|  1.2929         	|  0.35631        	|
on_train_batch_end                 	|  0.001193       	|1000           	|  1.193          	|  0.32879        	|
training_batch_to_device           	|  0.00022656     	|1000           	|  0.22656        	|  0.062441       	|
on_train_batch_start               	|  9.1136e-05     	|1000           	|  0.091136       	|  0.025117       	|
on_train_end                       	|  0.025194       	|1              	|  0.025194       	|  0.0069434      	|
on_pretrain_routine_start          	|  0.022375       	|1              	|  0.022375       	|  0.0061665      	|
on_train_epoch_end                 	|  0.00029203     	|63             	|  0.018398       	|  0.0050704      	|
on_train_epoch_start               	|  0.00028555     	|63             	|  0.017989       	|  0.0049578      	|
on_batch_start                     	|  1.5975e-05     	|1000           	|  0.015975       	|  0.0044027      	|
on_before_zero_grad                	|  1.3707e-05     	|1000           	|  0.013707       	|  0.0037776      	|
on_batch_end                       	|  1.2867e-05     	|1000           	|  0.012867       	|  0.0035461      	|
on_after_backward                  	|  1.1163e-05     	|1000           	|  0.011163       	|  0.0030764      	|
on_before_backward                 	|  1.0637e-05     	|1000           	|  0.010637       	|  0.0029315      	|
on_before_optimizer_step           	|  1.0414e-05     	|1000           	|  0.010414       	|  0.00287        	|
configure_optimizers               	|  0.0085234      	|1              	|  0.0085234      	|  0.002349       	|
training_step_end                  	|  5.9414e-06     	|1000           	|  0.0059414      	|  0.0016374      	|
on_train_start                     	|  0.00073502     	|1              	|  0.00073502     	|  0.00020257     	|
on_epoch_start                     	|  1.0692e-05     	|63             	|  0.00067361     	|  0.00018564     	|
on_epoch_end                       	|  1.0502e-05     	|63             	|  0.00066165     	|  0.00018235     	|
on_fit_end                         	|  2.156e-05      	|1              	|  2.156e-05      	|  5.9419e-06     	|
on_before_accelerator_backend_setup	|  1.9686e-05     	|1              	|  1.9686e-05     	|  5.4254e-06     	|
on_fit_start                       	|  1.6972e-05     	|1              	|  1.6972e-05     	|  4.6774e-06     	|
on_configure_sharded_model         	|  1.4898e-05     	|1              	|  1.4898e-05     	|  4.1059e-06     	|
setup                              	|  1.4066e-05     	|1              	|  1.4066e-05     	|  3.8766e-06     	|
teardown                           	|  1.056e-05      	|1              	|  1.056e-05      	|  2.9103e-06     	|
on_pretrain_routine_end            	|  9.6989e-06     	|1              	|  9.6989e-06     	|  2.673e-06      	|
prepare_data                       	|  9.2171e-06     	|1              	|  9.2171e-06     	|  2.5402e-06     	|
configure_callbacks                	|  6.3221e-06     	|1              	|  6.3221e-06     	|  1.7423e-06     	|
configure_sharded_model            	|  4.76e-06       	|1              	|  4.76e-06       	|  1.3118e-06     	|
on_val_dataloader                  	|  4.7589e-06     	|1              	|  4.7589e-06     	|  1.3116e-06     	|
on_train_dataloader                	|  4.6891e-06     	|1              	|  4.6891e-06     	|  1.2923e-06     	|
