FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  358.13         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.3166         	|63             	|  334.94         	|  93.524         	|
run_training_batch                 	|  0.31172        	|1000           	|  311.72         	|  87.041         	|
optimizer_step_with_closure_0      	|  0.30904        	|1000           	|  309.04         	|  86.292         	|
training_step_and_backward         	|  0.23224        	|1000           	|  232.24         	|  64.848         	|
model_forward                      	|  0.14429        	|1000           	|  144.29         	|  40.291         	|
training_step                      	|  0.14416        	|1000           	|  144.16         	|  40.252         	|
backward                           	|  0.086634       	|1000           	|  86.634         	|  24.19          	|
get_train_batch                    	|  0.0072921      	|1063           	|  7.7515         	|  2.1644         	|
fetch_next_train_batch             	|  0.0072733      	|1063           	|  7.7316         	|  2.1588         	|
zero_grad                          	|  0.0012911      	|1000           	|  1.2911         	|  0.36052        	|
on_train_batch_end                 	|  0.0011784      	|1000           	|  1.1784         	|  0.32903        	|
training_batch_to_device           	|  0.00022251     	|1000           	|  0.22251        	|  0.062132       	|
on_train_batch_start               	|  9.1635e-05     	|1000           	|  0.091635       	|  0.025587       	|
on_train_end                       	|  0.025179       	|1              	|  0.025179       	|  0.0070305      	|
on_pretrain_routine_start          	|  0.022593       	|1              	|  0.022593       	|  0.0063085      	|
on_train_epoch_start               	|  0.00029275     	|63             	|  0.018444       	|  0.0051499      	|
on_train_epoch_end                 	|  0.00028833     	|63             	|  0.018165       	|  0.0050721      	|
on_batch_start                     	|  1.7238e-05     	|1000           	|  0.017238       	|  0.0048132      	|
on_before_zero_grad                	|  1.4244e-05     	|1000           	|  0.014244       	|  0.0039772      	|
on_batch_end                       	|  1.3782e-05     	|1000           	|  0.013782       	|  0.0038484      	|
on_after_backward                  	|  1.2237e-05     	|1000           	|  0.012237       	|  0.0034169      	|
on_before_backward                 	|  1.1389e-05     	|1000           	|  0.011389       	|  0.00318        	|
on_before_optimizer_step           	|  1.1273e-05     	|1000           	|  0.011273       	|  0.0031477      	|
configure_optimizers               	|  0.0082956      	|1              	|  0.0082956      	|  0.0023163      	|
training_step_end                  	|  6.3925e-06     	|1000           	|  0.0063925      	|  0.0017849      	|
on_train_start                     	|  0.00070488     	|1              	|  0.00070488     	|  0.00019682     	|
on_epoch_start                     	|  1.0976e-05     	|63             	|  0.00069149     	|  0.00019308     	|
on_epoch_end                       	|  1.0967e-05     	|63             	|  0.0006909      	|  0.00019292     	|
on_fit_end                         	|  2.2191e-05     	|1              	|  2.2191e-05     	|  6.1963e-06     	|
on_fit_start                       	|  2.0608e-05     	|1              	|  2.0608e-05     	|  5.7543e-06     	|
on_before_accelerator_backend_setup	|  1.9316e-05     	|1              	|  1.9316e-05     	|  5.3935e-06     	|
on_configure_sharded_model         	|  1.7243e-05     	|1              	|  1.7243e-05     	|  4.8147e-06     	|
setup                              	|  1.4106e-05     	|1              	|  1.4106e-05     	|  3.9388e-06     	|
teardown                           	|  1.1431e-05     	|1              	|  1.1431e-05     	|  3.1918e-06     	|
on_pretrain_routine_end            	|  1.0259e-05     	|1              	|  1.0259e-05     	|  2.8646e-06     	|
prepare_data                       	|  7.1629e-06     	|1              	|  7.1629e-06     	|  2.0001e-06     	|
configure_callbacks                	|  4.9999e-06     	|1              	|  4.9999e-06     	|  1.3961e-06     	|
configure_sharded_model            	|  4.8591e-06     	|1              	|  4.8591e-06     	|  1.3568e-06     	|
on_val_dataloader                  	|  4.729e-06      	|1              	|  4.729e-06      	|  1.3205e-06     	|
on_train_dataloader                	|  4.057e-06      	|1              	|  4.057e-06      	|  1.1328e-06     	|
