FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  373.75         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.5688         	|63             	|  350.84         	|  93.87          	|
run_training_batch                 	|  0.32766        	|1000           	|  327.66         	|  87.668         	|
optimizer_step_with_closure_0      	|  0.3249         	|1000           	|  324.9          	|  86.931         	|
training_step_and_backward         	|  0.24495        	|1000           	|  244.95         	|  65.538         	|
model_forward                      	|  0.15164        	|1000           	|  151.64         	|  40.574         	|
training_step                      	|  0.1515         	|1000           	|  151.5          	|  40.537         	|
backward                           	|  0.091994       	|1000           	|  91.994         	|  24.614         	|
get_train_batch                    	|  0.00744        	|1063           	|  7.9087         	|  2.1161         	|
fetch_next_train_batch             	|  0.0074207      	|1063           	|  7.8882         	|  2.1106         	|
zero_grad                          	|  0.0012848      	|1000           	|  1.2848         	|  0.34377        	|
on_train_batch_end                 	|  0.0011981      	|1000           	|  1.1981         	|  0.32056        	|
training_batch_to_device           	|  0.00022865     	|1000           	|  0.22865        	|  0.061178       	|
on_train_batch_start               	|  9.1119e-05     	|1000           	|  0.091119       	|  0.02438        	|
on_train_end                       	|  0.024591       	|1              	|  0.024591       	|  0.0065796      	|
on_pretrain_routine_start          	|  0.022267       	|1              	|  0.022267       	|  0.0059578      	|
on_train_epoch_start               	|  0.00030161     	|63             	|  0.019001       	|  0.005084       	|
on_train_epoch_end                 	|  0.00027834     	|63             	|  0.017535       	|  0.0046917      	|
on_batch_start                     	|  1.6162e-05     	|1000           	|  0.016162       	|  0.0043243      	|
on_before_zero_grad                	|  1.3884e-05     	|1000           	|  0.013884       	|  0.0037147      	|
on_batch_end                       	|  1.354e-05      	|1000           	|  0.01354        	|  0.0036228      	|
on_after_backward                  	|  1.1364e-05     	|1000           	|  0.011364       	|  0.0030405      	|
on_before_backward                 	|  1.0735e-05     	|1000           	|  0.010735       	|  0.0028723      	|
on_before_optimizer_step           	|  1.0324e-05     	|1000           	|  0.010324       	|  0.0027624      	|
configure_optimizers               	|  0.0082461      	|1              	|  0.0082461      	|  0.0022063      	|
training_step_end                  	|  6.1896e-06     	|1000           	|  0.0061896      	|  0.0016561      	|
on_epoch_end                       	|  1.4363e-05     	|63             	|  0.0009049      	|  0.00024212     	|
on_train_start                     	|  0.00069442     	|1              	|  0.00069442     	|  0.0001858      	|
on_epoch_start                     	|  1.0513e-05     	|63             	|  0.00066231     	|  0.00017721     	|
on_fit_end                         	|  2.1179e-05     	|1              	|  2.1179e-05     	|  5.6667e-06     	|
on_before_accelerator_backend_setup	|  1.7913e-05     	|1              	|  1.7913e-05     	|  4.7928e-06     	|
on_fit_start                       	|  1.7413e-05     	|1              	|  1.7413e-05     	|  4.6591e-06     	|
setup                              	|  1.5028e-05     	|1              	|  1.5028e-05     	|  4.0209e-06     	|
on_configure_sharded_model         	|  1.2724e-05     	|1              	|  1.2724e-05     	|  3.4045e-06     	|
teardown                           	|  1.011e-05      	|1              	|  1.011e-05      	|  2.705e-06      	|
on_pretrain_routine_end            	|  9.8579e-06     	|1              	|  9.8579e-06     	|  2.6376e-06     	|
prepare_data                       	|  7.153e-06      	|1              	|  7.153e-06      	|  1.9139e-06     	|
configure_callbacks                	|  5.0591e-06     	|1              	|  5.0591e-06     	|  1.3536e-06     	|
configure_sharded_model            	|  4.9601e-06     	|1              	|  4.9601e-06     	|  1.3271e-06     	|
on_val_dataloader                  	|  4.3879e-06     	|1              	|  4.3879e-06     	|  1.174e-06      	|
on_train_dataloader                	|  3.978e-06      	|1              	|  3.978e-06      	|  1.0644e-06     	|
