FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  393.1          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.722         	|25             	|  368.05         	|  93.626         	|
run_training_batch                 	|  0.3555         	|1000           	|  355.5          	|  90.435         	|
optimizer_step_with_closure_0      	|  0.35294        	|1000           	|  352.94         	|  89.784         	|
training_step_and_backward         	|  0.27508        	|1000           	|  275.08         	|  69.976         	|
model_forward                      	|  0.16259        	|1000           	|  162.59         	|  41.36          	|
training_step                      	|  0.16245        	|1000           	|  162.45         	|  41.325         	|
backward                           	|  0.11119        	|1000           	|  111.19         	|  28.285         	|
get_train_batch                    	|  0.0042532      	|1025           	|  4.3595         	|  1.109          	|
fetch_next_train_batch             	|  0.0042358      	|1025           	|  4.3417         	|  1.1045         	|
zero_grad                          	|  0.0012783      	|1000           	|  1.2783         	|  0.32518        	|
on_train_batch_end                 	|  0.0011957      	|1000           	|  1.1957         	|  0.30416        	|
training_batch_to_device           	|  0.00024106     	|1000           	|  0.24106        	|  0.061323       	|
on_train_batch_start               	|  9.1094e-05     	|1000           	|  0.091094       	|  0.023173       	|
on_train_end                       	|  0.024023       	|1              	|  0.024023       	|  0.0061112      	|
on_pretrain_routine_start          	|  0.021862       	|1              	|  0.021862       	|  0.0055614      	|
on_batch_start                     	|  1.4958e-05     	|1000           	|  0.014958       	|  0.0038051      	|
on_batch_end                       	|  1.3614e-05     	|1000           	|  0.013614       	|  0.0034631      	|
on_before_zero_grad                	|  1.3462e-05     	|1000           	|  0.013462       	|  0.0034244      	|
on_after_backward                  	|  1.1823e-05     	|1000           	|  0.011823       	|  0.0030075      	|
on_before_optimizer_step           	|  1.1457e-05     	|1000           	|  0.011457       	|  0.0029146      	|
on_before_backward                 	|  1.075e-05      	|1000           	|  0.01075        	|  0.0027346      	|
configure_optimizers               	|  0.0084492      	|1              	|  0.0084492      	|  0.0021493      	|
on_train_epoch_end                 	|  0.00030602     	|25             	|  0.0076506      	|  0.0019462      	|
on_train_epoch_start               	|  0.00028815     	|25             	|  0.0072038      	|  0.0018325      	|
training_step_end                  	|  6.0663e-06     	|1000           	|  0.0060663      	|  0.0015432      	|
on_train_start                     	|  0.00068848     	|1              	|  0.00068848     	|  0.00017514     	|
on_epoch_start                     	|  1.0767e-05     	|25             	|  0.00026917     	|  6.8473e-05     	|
on_epoch_end                       	|  1.0239e-05     	|25             	|  0.00025598     	|  6.5117e-05     	|
on_fit_end                         	|  2.3174e-05     	|1              	|  2.3174e-05     	|  5.8951e-06     	|
on_before_accelerator_backend_setup	|  2.165e-05      	|1              	|  2.165e-05      	|  5.5074e-06     	|
on_fit_start                       	|  1.6461e-05     	|1              	|  1.6461e-05     	|  4.1874e-06     	|
setup                              	|  1.5309e-05     	|1              	|  1.5309e-05     	|  3.8944e-06     	|
on_configure_sharded_model         	|  1.3545e-05     	|1              	|  1.3545e-05     	|  3.4456e-06     	|
on_pretrain_routine_end            	|  9.959e-06      	|1              	|  9.959e-06      	|  2.5334e-06     	|
teardown                           	|  9.9191e-06     	|1              	|  9.9191e-06     	|  2.5233e-06     	|
prepare_data                       	|  7.935e-06      	|1              	|  7.935e-06      	|  2.0185e-06     	|
configure_callbacks                	|  6.703e-06      	|1              	|  6.703e-06      	|  1.7051e-06     	|
on_val_dataloader                  	|  4.779e-06      	|1              	|  4.779e-06      	|  1.2157e-06     	|
configure_sharded_model            	|  4.4979e-06     	|1              	|  4.4979e-06     	|  1.1442e-06     	|
on_train_dataloader                	|  4.268e-06      	|1              	|  4.268e-06      	|  1.0857e-06     	|
