FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  431.52         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.4594         	|63             	|  406.94         	|  94.304         	|
run_training_batch                 	|  0.27398        	|1000           	|  273.98         	|  63.492         	|
optimizer_step_with_closure_0      	|  0.26964        	|1000           	|  269.64         	|  62.485         	|
training_step_and_backward         	|  0.20276        	|1000           	|  202.76         	|  46.988         	|
model_forward                      	|  0.10768        	|1000           	|  107.68         	|  24.953         	|
training_step                      	|  0.10748        	|1000           	|  107.48         	|  24.908         	|
backward                           	|  0.093436       	|1000           	|  93.436         	|  21.653         	|
get_train_batch                    	|  0.026045       	|1063           	|  27.685         	|  6.4158         	|
fetch_next_train_batch             	|  0.02602        	|1063           	|  27.659         	|  6.4098         	|
on_train_batch_end                 	|  0.0023505      	|1000           	|  2.3505         	|  0.54471        	|
zero_grad                          	|  0.0016083      	|1000           	|  1.6083         	|  0.3727         	|
training_batch_to_device           	|  0.00027231     	|1000           	|  0.27231        	|  0.063105       	|
on_train_batch_start               	|  9.5365e-05     	|1000           	|  0.095365       	|  0.0221         	|
on_train_end                       	|  0.049231       	|1              	|  0.049231       	|  0.011409       	|
on_after_backward                  	|  2.4974e-05     	|1000           	|  0.024974       	|  0.0057874      	|
on_train_epoch_end                 	|  0.00037069     	|63             	|  0.023353       	|  0.0054119      	|
on_train_epoch_start               	|  0.00036432     	|63             	|  0.022952       	|  0.0053189      	|
on_pretrain_routine_start          	|  0.022908       	|1              	|  0.022908       	|  0.0053088      	|
on_before_zero_grad                	|  2.2233e-05     	|1000           	|  0.022233       	|  0.0051523      	|
on_batch_start                     	|  2.1732e-05     	|1000           	|  0.021732       	|  0.0050362      	|
configure_optimizers               	|  0.016858       	|1              	|  0.016858       	|  0.0039067      	|
on_batch_end                       	|  1.5703e-05     	|1000           	|  0.015703       	|  0.003639       	|
on_before_optimizer_step           	|  1.4079e-05     	|1000           	|  0.014079       	|  0.0032627      	|
on_before_backward                 	|  1.32e-05       	|1000           	|  0.0132         	|  0.003059       	|
training_step_end                  	|  6.5945e-06     	|1000           	|  0.0065945      	|  0.0015282      	|
on_train_start                     	|  0.0013282      	|1              	|  0.0013282      	|  0.0003078      	|
on_epoch_end                       	|  1.162e-05      	|63             	|  0.00073207     	|  0.00016965     	|
on_epoch_start                     	|  1.0976e-05     	|63             	|  0.00069146     	|  0.00016024     	|
on_fit_end                         	|  6.0037e-05     	|1              	|  6.0037e-05     	|  1.3913e-05     	|
on_fit_start                       	|  4.2975e-05     	|1              	|  4.2975e-05     	|  9.9589e-06     	|
on_before_accelerator_backend_setup	|  2.3136e-05     	|1              	|  2.3136e-05     	|  5.3615e-06     	|
on_configure_sharded_model         	|  2.3132e-05     	|1              	|  2.3132e-05     	|  5.3606e-06     	|
setup                              	|  2.2406e-05     	|1              	|  2.2406e-05     	|  5.1923e-06     	|
teardown                           	|  1.3452e-05     	|1              	|  1.3452e-05     	|  3.1174e-06     	|
on_pretrain_routine_end            	|  1.2565e-05     	|1              	|  1.2565e-05     	|  2.9119e-06     	|
on_train_dataloader                	|  8.5477e-06     	|1              	|  8.5477e-06     	|  1.9808e-06     	|
prepare_data                       	|  8.0485e-06     	|1              	|  8.0485e-06     	|  1.8651e-06     	|
configure_callbacks                	|  7.2811e-06     	|1              	|  7.2811e-06     	|  1.6873e-06     	|
on_val_dataloader                  	|  6.8732e-06     	|1              	|  6.8732e-06     	|  1.5928e-06     	|
configure_sharded_model            	|  6.7912e-06     	|1              	|  6.7912e-06     	|  1.5738e-06     	|
