FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  365.49         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.608         	|25             	|  340.2          	|  93.081         	|
run_training_batch                 	|  0.28775        	|1000           	|  287.75         	|  78.731         	|
optimizer_step_with_closure_0      	|  0.2846         	|1000           	|  284.6          	|  77.869         	|
training_step_and_backward         	|  0.21892        	|1000           	|  218.92         	|  59.897         	|
backward                           	|  0.10901        	|1000           	|  109.01         	|  29.827         	|
model_forward                      	|  0.10835        	|1000           	|  108.35         	|  29.644         	|
training_step                      	|  0.10815        	|1000           	|  108.15         	|  29.59          	|
get_train_batch                    	|  0.011412       	|1025           	|  11.697         	|  3.2005         	|
fetch_next_train_batch             	|  0.011386       	|1025           	|  11.671         	|  3.1932         	|
on_train_batch_end                 	|  0.0024115      	|1000           	|  2.4115         	|  0.6598         	|
zero_grad                          	|  0.001524       	|1000           	|  1.524          	|  0.41698        	|
training_batch_to_device           	|  0.00029609     	|1000           	|  0.29609        	|  0.081013       	|
on_train_batch_start               	|  9.5944e-05     	|1000           	|  0.095944       	|  0.026251       	|
on_train_end                       	|  0.043809       	|1              	|  0.043809       	|  0.011987       	|
on_pretrain_routine_start          	|  0.024209       	|1              	|  0.024209       	|  0.0066238      	|
on_after_backward                  	|  2.4008e-05     	|1000           	|  0.024008       	|  0.0065688      	|
on_batch_start                     	|  2.2443e-05     	|1000           	|  0.022443       	|  0.0061406      	|
on_before_zero_grad                	|  1.7339e-05     	|1000           	|  0.017339       	|  0.0047441      	|
on_batch_end                       	|  1.6659e-05     	|1000           	|  0.016659       	|  0.0045581      	|
on_train_epoch_end                 	|  0.00060489     	|25             	|  0.015122       	|  0.0041376      	|
on_before_backward                 	|  1.3285e-05     	|1000           	|  0.013285       	|  0.0036348      	|
on_before_optimizer_step           	|  1.299e-05      	|1000           	|  0.01299        	|  0.0035542      	|
on_train_epoch_start               	|  0.00043629     	|25             	|  0.010907       	|  0.0029843      	|
configure_optimizers               	|  0.010849       	|1              	|  0.010849       	|  0.0029685      	|
training_step_end                  	|  7.0767e-06     	|1000           	|  0.0070767      	|  0.0019363      	|
on_train_start                     	|  0.0011436      	|1              	|  0.0011436      	|  0.00031289     	|
on_epoch_end                       	|  1.1942e-05     	|25             	|  0.00029856     	|  8.1689e-05     	|
on_epoch_start                     	|  1.106e-05      	|25             	|  0.0002765      	|  7.5652e-05     	|
on_fit_end                         	|  6.6243e-05     	|1              	|  6.6243e-05     	|  1.8125e-05     	|
on_fit_start                       	|  4.122e-05      	|1              	|  4.122e-05      	|  1.1278e-05     	|
on_before_accelerator_backend_setup	|  2.7604e-05     	|1              	|  2.7604e-05     	|  7.5528e-06     	|
setup                              	|  2.734e-05      	|1              	|  2.734e-05      	|  7.4804e-06     	|
on_configure_sharded_model         	|  2.2754e-05     	|1              	|  2.2754e-05     	|  6.2257e-06     	|
teardown                           	|  1.8284e-05     	|1              	|  1.8284e-05     	|  5.0026e-06     	|
on_pretrain_routine_end            	|  1.6898e-05     	|1              	|  1.6898e-05     	|  4.6234e-06     	|
prepare_data                       	|  1.418e-05      	|1              	|  1.418e-05      	|  3.8799e-06     	|
configure_sharded_model            	|  1.3104e-05     	|1              	|  1.3104e-05     	|  3.5853e-06     	|
on_train_dataloader                	|  1.1696e-05     	|1              	|  1.1696e-05     	|  3.2e-06        	|
on_val_dataloader                  	|  7.8231e-06     	|1              	|  7.8231e-06     	|  2.1405e-06     	|
configure_callbacks                	|  6.2268e-06     	|1              	|  6.2268e-06     	|  1.7037e-06     	|
