FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  704.89         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.4266         	|200            	|  685.32         	|  97.224         	|
run_training_batch                 	|  0.2849         	|1000           	|  284.9          	|  40.417         	|
optimizer_step_with_closure_0      	|  0.28128        	|1000           	|  281.28         	|  39.904         	|
training_step_and_backward         	|  0.21703        	|1000           	|  217.03         	|  30.789         	|
model_forward                      	|  0.10902        	|1000           	|  109.02         	|  15.466         	|
training_step                      	|  0.10881        	|1000           	|  108.81         	|  15.436         	|
backward                           	|  0.10647        	|1000           	|  106.47         	|  15.104         	|
get_train_batch                    	|  0.063766       	|1200           	|  76.519         	|  10.855         	|
fetch_next_train_batch             	|  0.063735       	|1200           	|  76.481         	|  10.85          	|
on_train_batch_end                 	|  0.0022859      	|1000           	|  2.2859         	|  0.32429        	|
zero_grad                          	|  0.0015034      	|1000           	|  1.5034         	|  0.21328        	|
training_batch_to_device           	|  0.00040025     	|1000           	|  0.40025        	|  0.056782       	|
on_train_batch_start               	|  0.00010289     	|1000           	|  0.10289        	|  0.014597       	|
on_batch_start                     	|  8.7566e-05     	|1000           	|  0.087566       	|  0.012423       	|
on_train_epoch_start               	|  0.00032236     	|200            	|  0.064472       	|  0.0091463      	|
on_train_epoch_end                 	|  0.00031563     	|200            	|  0.063126       	|  0.0089554      	|
on_train_end                       	|  0.044614       	|1              	|  0.044614       	|  0.0063293      	|
on_after_backward                  	|  2.9711e-05     	|1000           	|  0.029711       	|  0.004215       	|
on_pretrain_routine_start          	|  0.024636       	|1              	|  0.024636       	|  0.003495       	|
on_before_zero_grad                	|  2.0681e-05     	|1000           	|  0.020681       	|  0.0029339      	|
on_batch_end                       	|  1.7304e-05     	|1000           	|  0.017304       	|  0.0024548      	|
on_before_optimizer_step           	|  1.5363e-05     	|1000           	|  0.015363       	|  0.0021794      	|
on_before_backward                 	|  1.3517e-05     	|1000           	|  0.013517       	|  0.0019176      	|
configure_optimizers               	|  0.012187       	|1              	|  0.012187       	|  0.001729       	|
training_step_end                  	|  8.6043e-06     	|1000           	|  0.0086043      	|  0.0012207      	|
on_epoch_start                     	|  1.14e-05       	|200            	|  0.00228        	|  0.00032346     	|
on_epoch_end                       	|  1.1369e-05     	|200            	|  0.0022738      	|  0.00032258     	|
on_train_start                     	|  0.0015294      	|1              	|  0.0015294      	|  0.00021697     	|
on_fit_start                       	|  5.883e-05      	|1              	|  5.883e-05      	|  8.3459e-06     	|
on_fit_end                         	|  3.5157e-05     	|1              	|  3.5157e-05     	|  4.9876e-06     	|
setup                              	|  2.7124e-05     	|1              	|  2.7124e-05     	|  3.8479e-06     	|
on_configure_sharded_model         	|  2.3592e-05     	|1              	|  2.3592e-05     	|  3.3469e-06     	|
on_before_accelerator_backend_setup	|  2.3076e-05     	|1              	|  2.3076e-05     	|  3.2737e-06     	|
on_pretrain_routine_end            	|  2.2264e-05     	|1              	|  2.2264e-05     	|  3.1585e-06     	|
teardown                           	|  1.6516e-05     	|1              	|  1.6516e-05     	|  2.3431e-06     	|
on_val_dataloader                  	|  9.2424e-06     	|1              	|  9.2424e-06     	|  1.3112e-06     	|
prepare_data                       	|  8.3167e-06     	|1              	|  8.3167e-06     	|  1.1799e-06     	|
on_train_dataloader                	|  7.8231e-06     	|1              	|  7.8231e-06     	|  1.1098e-06     	|
configure_sharded_model            	|  7.6033e-06     	|1              	|  7.6033e-06     	|  1.0787e-06     	|
configure_callbacks                	|  7.1321e-06     	|1              	|  7.1321e-06     	|  1.0118e-06     	|
