FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  423.01         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  18.833         	|21             	|  395.49         	|  93.493         	|
run_training_batch                 	|  0.2894         	|1000           	|  289.4          	|  68.414         	|
optimizer_step_with_closure_0      	|  0.28572        	|1000           	|  285.72         	|  67.543         	|
training_step_and_backward         	|  0.22113        	|1000           	|  221.13         	|  52.274         	|
backward                           	|  0.11036        	|1000           	|  110.36         	|  26.089         	|
model_forward                      	|  0.10928        	|1000           	|  109.28         	|  25.833         	|
training_step                      	|  0.10907        	|1000           	|  109.07         	|  25.784         	|
get_train_batch                    	|  0.010742       	|1021           	|  10.967         	|  2.5926         	|
fetch_next_train_batch             	|  0.010715       	|1021           	|  10.94          	|  2.5861         	|
configure_optimizers               	|  3.4398         	|1              	|  3.4398         	|  0.81317        	|
on_train_batch_end                 	|  0.0026998      	|1000           	|  2.6998         	|  0.63823        	|
zero_grad                          	|  0.001454       	|1000           	|  1.454          	|  0.34372        	|
training_batch_to_device           	|  0.00029946     	|1000           	|  0.29946        	|  0.070793       	|
on_train_batch_start               	|  0.00013844     	|1000           	|  0.13844        	|  0.032728       	|
on_train_end                       	|  0.089662       	|1              	|  0.089662       	|  0.021196       	|
on_after_backward                  	|  2.7876e-05     	|1000           	|  0.027876       	|  0.00659        	|
on_pretrain_routine_start          	|  0.024293       	|1              	|  0.024293       	|  0.0057429      	|
on_batch_start                     	|  2.291e-05      	|1000           	|  0.02291        	|  0.005416       	|
on_before_zero_grad                	|  1.8301e-05     	|1000           	|  0.018301       	|  0.0043264      	|
on_batch_end                       	|  1.6611e-05     	|1000           	|  0.016611       	|  0.0039268      	|
on_before_backward                 	|  1.5349e-05     	|1000           	|  0.015349       	|  0.0036286      	|
on_before_optimizer_step           	|  1.3672e-05     	|1000           	|  0.013672       	|  0.0032321      	|
on_train_epoch_end                 	|  0.00046357     	|21             	|  0.009735       	|  0.0023014      	|
on_train_epoch_start               	|  0.00040646     	|21             	|  0.0085357      	|  0.0020178      	|
training_step_end                  	|  7.163e-06      	|1000           	|  0.007163       	|  0.0016933      	|
on_train_start                     	|  0.0011268      	|1              	|  0.0011268      	|  0.00026638     	|
on_epoch_end                       	|  1.365e-05      	|21             	|  0.00028666     	|  6.7766e-05     	|
on_epoch_start                     	|  1.122e-05      	|21             	|  0.00023561     	|  5.5698e-05     	|
on_fit_end                         	|  6.5075e-05     	|1              	|  6.5075e-05     	|  1.5384e-05     	|
on_fit_start                       	|  4.8498e-05     	|1              	|  4.8498e-05     	|  1.1465e-05     	|
on_before_accelerator_backend_setup	|  2.6843e-05     	|1              	|  2.6843e-05     	|  6.3456e-06     	|
setup                              	|  2.658e-05      	|1              	|  2.658e-05      	|  6.2835e-06     	|
on_configure_sharded_model         	|  2.1361e-05     	|1              	|  2.1361e-05     	|  5.0497e-06     	|
teardown                           	|  1.6205e-05     	|1              	|  1.6205e-05     	|  3.8309e-06     	|
on_pretrain_routine_end            	|  1.5892e-05     	|1              	|  1.5892e-05     	|  3.7569e-06     	|
prepare_data                       	|  1.2295e-05     	|1              	|  1.2295e-05     	|  2.9066e-06     	|
on_train_dataloader                	|  9.1679e-06     	|1              	|  9.1679e-06     	|  2.1673e-06     	|
on_val_dataloader                  	|  8.3782e-06     	|1              	|  8.3782e-06     	|  1.9806e-06     	|
configure_sharded_model            	|  8.2422e-06     	|1              	|  8.2422e-06     	|  1.9485e-06     	|
configure_callbacks                	|  7.4878e-06     	|1              	|  7.4878e-06     	|  1.7701e-06     	|
