FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  355.49         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2728         	|63             	|  332.19         	|  93.445         	|
run_training_batch                 	|  0.30905        	|1000           	|  309.05         	|  86.935         	|
optimizer_step_with_closure_0      	|  0.30641        	|1000           	|  306.41         	|  86.194         	|
training_step_and_backward         	|  0.23003        	|1000           	|  230.03         	|  64.709         	|
model_forward                      	|  0.14153        	|1000           	|  141.53         	|  39.812         	|
training_step                      	|  0.14139        	|1000           	|  141.39         	|  39.773         	|
backward                           	|  0.087189       	|1000           	|  87.189         	|  24.526         	|
get_train_batch                    	|  0.0073719      	|1063           	|  7.8364         	|  2.2044         	|
fetch_next_train_batch             	|  0.0073531      	|1063           	|  7.8164         	|  2.1987         	|
zero_grad                          	|  0.0012939      	|1000           	|  1.2939         	|  0.36396        	|
on_train_batch_end                 	|  0.0011806      	|1000           	|  1.1806         	|  0.3321         	|
training_batch_to_device           	|  0.00022446     	|1000           	|  0.22446        	|  0.06314        	|
on_train_batch_start               	|  9.1236e-05     	|1000           	|  0.091236       	|  0.025665       	|
on_train_end                       	|  0.025235       	|1              	|  0.025235       	|  0.0070985      	|
on_pretrain_routine_start          	|  0.022879       	|1              	|  0.022879       	|  0.0064359      	|
on_train_epoch_start               	|  0.00028593     	|63             	|  0.018014       	|  0.0050673      	|
on_train_epoch_end                 	|  0.00027466     	|63             	|  0.017304       	|  0.0048675      	|
on_batch_start                     	|  1.5626e-05     	|1000           	|  0.015626       	|  0.0043955      	|
on_before_zero_grad                	|  1.3615e-05     	|1000           	|  0.013615       	|  0.00383        	|
on_batch_end                       	|  1.3383e-05     	|1000           	|  0.013383       	|  0.0037646      	|
on_after_backward                  	|  1.1158e-05     	|1000           	|  0.011158       	|  0.0031387      	|
on_before_backward                 	|  1.1133e-05     	|1000           	|  0.011133       	|  0.0031316      	|
on_before_optimizer_step           	|  1.0311e-05     	|1000           	|  0.010311       	|  0.0029004      	|
configure_optimizers               	|  0.0083356      	|1              	|  0.0083356      	|  0.0023448      	|
training_step_end                  	|  5.9077e-06     	|1000           	|  0.0059077      	|  0.0016618      	|
on_train_start                     	|  0.00073004     	|1              	|  0.00073004     	|  0.00020536     	|
on_epoch_start                     	|  1.0322e-05     	|63             	|  0.00065031     	|  0.00018293     	|
on_epoch_end                       	|  1.0273e-05     	|63             	|  0.00064717     	|  0.00018205     	|
on_fit_end                         	|  2.0339e-05     	|1              	|  2.0339e-05     	|  5.7214e-06     	|
on_before_accelerator_backend_setup	|  1.8585e-05     	|1              	|  1.8585e-05     	|  5.228e-06      	|
on_fit_start                       	|  1.635e-05      	|1              	|  1.635e-05      	|  4.5992e-06     	|
setup                              	|  1.3435e-05     	|1              	|  1.3435e-05     	|  3.7793e-06     	|
on_configure_sharded_model         	|  1.3205e-05     	|1              	|  1.3205e-05     	|  3.7146e-06     	|
teardown                           	|  1.058e-05      	|1              	|  1.058e-05      	|  2.9761e-06     	|
on_pretrain_routine_end            	|  9.338e-06      	|1              	|  9.338e-06      	|  2.6268e-06     	|
prepare_data                       	|  7.3541e-06     	|1              	|  7.3541e-06     	|  2.0687e-06     	|
on_train_dataloader                	|  4.899e-06      	|1              	|  4.899e-06      	|  1.3781e-06     	|
configure_callbacks                	|  4.5691e-06     	|1              	|  4.5691e-06     	|  1.2853e-06     	|
configure_sharded_model            	|  4.3879e-06     	|1              	|  4.3879e-06     	|  1.2343e-06     	|
on_val_dataloader                  	|  4.318e-06      	|1              	|  4.318e-06      	|  1.2146e-06     	|
