FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  447.35         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.118          	|200            	|  423.6          	|  94.691         	|
run_training_batch                 	|  0.3508         	|1000           	|  350.8          	|  78.417         	|
optimizer_step_with_closure_0      	|  0.34813        	|1000           	|  348.13         	|  77.819         	|
training_step_and_backward         	|  0.27096        	|1000           	|  270.96         	|  60.57          	|
model_forward                      	|  0.16065        	|1000           	|  160.65         	|  35.911         	|
training_step                      	|  0.1605         	|1000           	|  160.5          	|  35.878         	|
backward                           	|  0.10896        	|1000           	|  108.96         	|  24.357         	|
get_train_batch                    	|  0.016736       	|1200           	|  20.083         	|  4.4893         	|
fetch_next_train_batch             	|  0.016708       	|1200           	|  20.05          	|  4.482          	|
zero_grad                          	|  0.0013218      	|1000           	|  1.3218         	|  0.29547        	|
on_train_batch_end                 	|  0.0012599      	|1000           	|  1.2599         	|  0.28164        	|
training_batch_to_device           	|  0.00033838     	|1000           	|  0.33838        	|  0.07564        	|
on_train_batch_start               	|  9.7254e-05     	|1000           	|  0.097254       	|  0.02174        	|
on_train_epoch_start               	|  0.00027484     	|200            	|  0.054967       	|  0.012287       	|
on_train_epoch_end                 	|  0.00025037     	|200            	|  0.050074       	|  0.011193       	|
on_train_end                       	|  0.023954       	|1              	|  0.023954       	|  0.0053547      	|
on_pretrain_routine_start          	|  0.023122       	|1              	|  0.023122       	|  0.0051686      	|
on_batch_start                     	|  2.2938e-05     	|1000           	|  0.022938       	|  0.0051276      	|
on_before_zero_grad                	|  1.6763e-05     	|1000           	|  0.016763       	|  0.0037471      	|
on_batch_end                       	|  1.3924e-05     	|1000           	|  0.013924       	|  0.0031124      	|
on_after_backward                  	|  1.1982e-05     	|1000           	|  0.011982       	|  0.0026783      	|
on_before_optimizer_step           	|  1.1376e-05     	|1000           	|  0.011376       	|  0.002543       	|
on_before_backward                 	|  1.095e-05      	|1000           	|  0.01095        	|  0.0024477      	|
configure_optimizers               	|  0.0083616      	|1              	|  0.0083616      	|  0.0018691      	|
training_step_end                  	|  6.7816e-06     	|1000           	|  0.0067816      	|  0.0015159      	|
on_epoch_end                       	|  1.1259e-05     	|200            	|  0.0022519      	|  0.00050337     	|
on_epoch_start                     	|  1.0661e-05     	|200            	|  0.0021321      	|  0.00047661     	|
on_train_start                     	|  0.000778       	|1              	|  0.000778       	|  0.00017391     	|
on_fit_end                         	|  2.2963e-05     	|1              	|  2.2963e-05     	|  5.1331e-06     	|
on_before_accelerator_backend_setup	|  1.9026e-05     	|1              	|  1.9026e-05     	|  4.253e-06      	|
on_fit_start                       	|  1.6681e-05     	|1              	|  1.6681e-05     	|  3.7288e-06     	|
setup                              	|  1.3636e-05     	|1              	|  1.3636e-05     	|  3.0482e-06     	|
on_configure_sharded_model         	|  1.3345e-05     	|1              	|  1.3345e-05     	|  2.9831e-06     	|
on_pretrain_routine_end            	|  1.2584e-05     	|1              	|  1.2584e-05     	|  2.813e-06      	|
teardown                           	|  1.0599e-05     	|1              	|  1.0599e-05     	|  2.3693e-06     	|
prepare_data                       	|  7.854e-06      	|1              	|  7.854e-06      	|  1.7557e-06     	|
configure_callbacks                	|  6.893e-06      	|1              	|  6.893e-06      	|  1.5408e-06     	|
on_val_dataloader                  	|  4.349e-06      	|1              	|  4.349e-06      	|  9.7217e-07     	|
configure_sharded_model            	|  4.268e-06      	|1              	|  4.268e-06      	|  9.5406e-07     	|
on_train_dataloader                	|  4.258e-06      	|1              	|  4.258e-06      	|  9.5182e-07     	|
