FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  393.47         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.809         	|25             	|  370.22         	|  94.093         	|
run_training_batch                 	|  0.35764        	|1000           	|  357.64         	|  90.895         	|
optimizer_step_with_closure_0      	|  0.35486        	|1000           	|  354.86         	|  90.188         	|
training_step_and_backward         	|  0.27631        	|1000           	|  276.31         	|  70.224         	|
model_forward                      	|  0.16323        	|1000           	|  163.23         	|  41.485         	|
training_step                      	|  0.16309        	|1000           	|  163.09         	|  41.45          	|
backward                           	|  0.11175        	|1000           	|  111.75         	|  28.401         	|
get_train_batch                    	|  0.004193       	|1025           	|  4.2978         	|  1.0923         	|
fetch_next_train_batch             	|  0.0041736      	|1025           	|  4.278          	|  1.0873         	|
zero_grad                          	|  0.0013053      	|1000           	|  1.3053         	|  0.33174        	|
on_train_batch_end                 	|  0.0012089      	|1000           	|  1.2089         	|  0.30723        	|
training_batch_to_device           	|  0.00024021     	|1000           	|  0.24021        	|  0.061051       	|
on_train_batch_start               	|  9.1885e-05     	|1000           	|  0.091885       	|  0.023353       	|
on_train_end                       	|  0.023653       	|1              	|  0.023653       	|  0.0060114      	|
on_pretrain_routine_start          	|  0.022968       	|1              	|  0.022968       	|  0.0058374      	|
on_batch_start                     	|  1.5383e-05     	|1000           	|  0.015383       	|  0.0039096      	|
on_before_zero_grad                	|  1.3683e-05     	|1000           	|  0.013683       	|  0.0034776      	|
on_batch_end                       	|  1.3213e-05     	|1000           	|  0.013213       	|  0.0033582      	|
on_after_backward                  	|  1.1905e-05     	|1000           	|  0.011905       	|  0.0030258      	|
on_before_backward                 	|  1.0952e-05     	|1000           	|  0.010952       	|  0.0027834      	|
on_before_optimizer_step           	|  1.0335e-05     	|1000           	|  0.010335       	|  0.0026267      	|
configure_optimizers               	|  0.0082834      	|1              	|  0.0082834      	|  0.0021052      	|
on_train_epoch_end                 	|  0.00030746     	|25             	|  0.0076865      	|  0.0019535      	|
on_train_epoch_start               	|  0.00028377     	|25             	|  0.0070942      	|  0.001803       	|
training_step_end                  	|  6.3829e-06     	|1000           	|  0.0063829      	|  0.0016222      	|
on_train_start                     	|  0.00068427     	|1              	|  0.00068427     	|  0.00017391     	|
on_epoch_end                       	|  1.0822e-05     	|25             	|  0.00027055     	|  6.8759e-05     	|
on_epoch_start                     	|  1.0603e-05     	|25             	|  0.00026509     	|  6.7372e-05     	|
on_before_accelerator_backend_setup	|  2.2543e-05     	|1              	|  2.2543e-05     	|  5.7293e-06     	|
on_fit_end                         	|  2.2232e-05     	|1              	|  2.2232e-05     	|  5.6503e-06     	|
on_configure_sharded_model         	|  1.8004e-05     	|1              	|  1.8004e-05     	|  4.5757e-06     	|
on_fit_start                       	|  1.6831e-05     	|1              	|  1.6831e-05     	|  4.2776e-06     	|
setup                              	|  1.3966e-05     	|1              	|  1.3966e-05     	|  3.5495e-06     	|
on_pretrain_routine_end            	|  1.047e-05      	|1              	|  1.047e-05      	|  2.6609e-06     	|
teardown                           	|  9.999e-06      	|1              	|  9.999e-06      	|  2.5413e-06     	|
prepare_data                       	|  7.324e-06      	|1              	|  7.324e-06      	|  1.8614e-06     	|
configure_callbacks                	|  6.201e-06      	|1              	|  6.201e-06      	|  1.576e-06      	|
on_val_dataloader                  	|  4.669e-06      	|1              	|  4.669e-06      	|  1.1866e-06     	|
on_train_dataloader                	|  4.3779e-06     	|1              	|  4.3779e-06     	|  1.1127e-06     	|
configure_sharded_model            	|  4.138e-06      	|1              	|  4.138e-06      	|  1.0517e-06     	|
