FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  360.66         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.3583         	|63             	|  337.57         	|  93.598         	|
run_training_batch                 	|  0.31434        	|1000           	|  314.34         	|  87.156         	|
optimizer_step_with_closure_0      	|  0.31169        	|1000           	|  311.69         	|  86.422         	|
training_step_and_backward         	|  0.23362        	|1000           	|  233.62         	|  64.777         	|
model_forward                      	|  0.14433        	|1000           	|  144.33         	|  40.019         	|
training_step                      	|  0.1442         	|1000           	|  144.2          	|  39.981         	|
backward                           	|  0.087961       	|1000           	|  87.961         	|  24.389         	|
get_train_batch                    	|  0.0073981      	|1063           	|  7.8642         	|  2.1805         	|
fetch_next_train_batch             	|  0.0073791      	|1063           	|  7.8439         	|  2.1749         	|
zero_grad                          	|  0.0013039      	|1000           	|  1.3039         	|  0.36153        	|
on_train_batch_end                 	|  0.0011965      	|1000           	|  1.1965         	|  0.33176        	|
training_batch_to_device           	|  0.00022356     	|1000           	|  0.22356        	|  0.061987       	|
on_train_batch_start               	|  9.1766e-05     	|1000           	|  0.091766       	|  0.025444       	|
on_train_end                       	|  0.025144       	|1              	|  0.025144       	|  0.0069717      	|
on_pretrain_routine_start          	|  0.023254       	|1              	|  0.023254       	|  0.0064475      	|
on_train_epoch_start               	|  0.00030748     	|63             	|  0.019372       	|  0.0053711      	|
on_train_epoch_end                 	|  0.00029537     	|63             	|  0.018608       	|  0.0051594      	|
on_batch_start                     	|  1.6385e-05     	|1000           	|  0.016385       	|  0.0045431      	|
on_before_zero_grad                	|  1.5047e-05     	|1000           	|  0.015047       	|  0.0041721      	|
on_batch_end                       	|  1.307e-05      	|1000           	|  0.01307        	|  0.003624       	|
on_after_backward                  	|  1.1721e-05     	|1000           	|  0.011721       	|  0.0032499      	|
on_before_backward                 	|  1.0787e-05     	|1000           	|  0.010787       	|  0.0029908      	|
on_before_optimizer_step           	|  1.0325e-05     	|1000           	|  0.010325       	|  0.0028627      	|
configure_optimizers               	|  0.0084341      	|1              	|  0.0084341      	|  0.0023385      	|
training_step_end                  	|  5.8776e-06     	|1000           	|  0.0058776      	|  0.0016297      	|
on_train_start                     	|  0.00072658     	|1              	|  0.00072658     	|  0.00020146     	|
on_epoch_start                     	|  1.123e-05      	|63             	|  0.0007075      	|  0.00019617     	|
on_epoch_end                       	|  1.0695e-05     	|63             	|  0.00067378     	|  0.00018682     	|
on_fit_end                         	|  2.2582e-05     	|1              	|  2.2582e-05     	|  6.2613e-06     	|
on_before_accelerator_backend_setup	|  2.0288e-05     	|1              	|  2.0288e-05     	|  5.6252e-06     	|
on_fit_start                       	|  1.6371e-05     	|1              	|  1.6371e-05     	|  4.5392e-06     	|
setup                              	|  1.4107e-05     	|1              	|  1.4107e-05     	|  3.9114e-06     	|
on_configure_sharded_model         	|  1.3796e-05     	|1              	|  1.3796e-05     	|  3.8252e-06     	|
teardown                           	|  1.0419e-05     	|1              	|  1.0419e-05     	|  2.8889e-06     	|
on_pretrain_routine_end            	|  1.0049e-05     	|1              	|  1.0049e-05     	|  2.7863e-06     	|
prepare_data                       	|  9.5679e-06     	|1              	|  9.5679e-06     	|  2.6529e-06     	|
configure_callbacks                	|  5.65e-06       	|1              	|  5.65e-06       	|  1.5666e-06     	|
on_val_dataloader                  	|  4.6691e-06     	|1              	|  4.6691e-06     	|  1.2946e-06     	|
configure_sharded_model            	|  4.529e-06      	|1              	|  4.529e-06      	|  1.2558e-06     	|
on_train_dataloader                	|  4.529e-06      	|1              	|  4.529e-06      	|  1.2558e-06     	|
