FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  346.69         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.1407         	|63             	|  323.87         	|  93.417         	|
run_training_batch                 	|  0.30059        	|1000           	|  300.59         	|  86.705         	|
optimizer_step_with_closure_0      	|  0.29781        	|1000           	|  297.81         	|  85.901         	|
training_step_and_backward         	|  0.22477        	|1000           	|  224.77         	|  64.834         	|
model_forward                      	|  0.13965        	|1000           	|  139.65         	|  40.282         	|
training_step                      	|  0.13952        	|1000           	|  139.52         	|  40.243         	|
backward                           	|  0.083841       	|1000           	|  83.841         	|  24.184         	|
get_train_batch                    	|  0.00743        	|1063           	|  7.8981         	|  2.2782         	|
fetch_next_train_batch             	|  0.0074114      	|1063           	|  7.8784         	|  2.2725         	|
zero_grad                          	|  0.0012537      	|1000           	|  1.2537         	|  0.36163        	|
on_train_batch_end                 	|  0.0011955      	|1000           	|  1.1955         	|  0.34483        	|
training_batch_to_device           	|  0.00022024     	|1000           	|  0.22024        	|  0.063526       	|
on_train_batch_start               	|  9.1914e-05     	|1000           	|  0.091914       	|  0.026512       	|
on_train_end                       	|  0.024624       	|1              	|  0.024624       	|  0.0071027      	|
on_pretrain_routine_start          	|  0.022539       	|1              	|  0.022539       	|  0.0065013      	|
on_train_epoch_start               	|  0.00028544     	|63             	|  0.017983       	|  0.005187       	|
on_train_epoch_end                 	|  0.00027561     	|63             	|  0.017364       	|  0.0050084      	|
on_batch_start                     	|  1.6204e-05     	|1000           	|  0.016204       	|  0.0046738      	|
on_before_zero_grad                	|  1.3464e-05     	|1000           	|  0.013464       	|  0.0038835      	|
on_batch_end                       	|  1.33e-05       	|1000           	|  0.0133         	|  0.0038362      	|
on_after_backward                  	|  1.102e-05      	|1000           	|  0.01102        	|  0.0031786      	|
on_before_backward                 	|  1.0689e-05     	|1000           	|  0.010689       	|  0.003083       	|
on_before_optimizer_step           	|  1.0428e-05     	|1000           	|  0.010428       	|  0.0030079      	|
configure_optimizers               	|  0.0084919      	|1              	|  0.0084919      	|  0.0024494      	|
training_step_end                  	|  5.8554e-06     	|1000           	|  0.0058554      	|  0.001689       	|
on_train_start                     	|  0.00080973     	|1              	|  0.00080973     	|  0.00023356     	|
on_epoch_start                     	|  1.09e-05       	|63             	|  0.00068669     	|  0.00019807     	|
on_epoch_end                       	|  1.0253e-05     	|63             	|  0.00064596     	|  0.00018632     	|
on_fit_end                         	|  2.1931e-05     	|1              	|  2.1931e-05     	|  6.3259e-06     	|
on_before_accelerator_backend_setup	|  2.0117e-05     	|1              	|  2.0117e-05     	|  5.8026e-06     	|
on_fit_start                       	|  1.6741e-05     	|1              	|  1.6741e-05     	|  4.8288e-06     	|
setup                              	|  1.4367e-05     	|1              	|  1.4367e-05     	|  4.1441e-06     	|
on_configure_sharded_model         	|  1.3495e-05     	|1              	|  1.3495e-05     	|  3.8925e-06     	|
teardown                           	|  1.095e-05      	|1              	|  1.095e-05      	|  3.1585e-06     	|
on_pretrain_routine_end            	|  9.808e-06      	|1              	|  9.808e-06      	|  2.829e-06      	|
prepare_data                       	|  8.8459e-06     	|1              	|  8.8459e-06     	|  2.5516e-06     	|
configure_callbacks                	|  5.701e-06      	|1              	|  5.701e-06      	|  1.6444e-06     	|
configure_sharded_model            	|  4.789e-06      	|1              	|  4.789e-06      	|  1.3813e-06     	|
on_train_dataloader                	|  4.7589e-06     	|1              	|  4.7589e-06     	|  1.3727e-06     	|
on_val_dataloader                  	|  4.5181e-06     	|1              	|  4.5181e-06     	|  1.3032e-06     	|
