FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  393.1          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.782         	|25             	|  369.56         	|  94.01          	|
run_training_batch                 	|  0.35699        	|1000           	|  356.99         	|  90.814         	|
optimizer_step_with_closure_0      	|  0.35441        	|1000           	|  354.41         	|  90.157         	|
training_step_and_backward         	|  0.27613        	|1000           	|  276.13         	|  70.244         	|
model_forward                      	|  0.16308        	|1000           	|  163.08         	|  41.485         	|
training_step                      	|  0.16294        	|1000           	|  162.94         	|  41.45          	|
backward                           	|  0.11173        	|1000           	|  111.73         	|  28.422         	|
get_train_batch                    	|  0.0042653      	|1025           	|  4.372          	|  1.1122         	|
fetch_next_train_batch             	|  0.0042479      	|1025           	|  4.3541         	|  1.1076         	|
zero_grad                          	|  0.0012999      	|1000           	|  1.2999         	|  0.33066        	|
on_train_batch_end                 	|  0.0011983      	|1000           	|  1.1983         	|  0.30482        	|
training_batch_to_device           	|  0.00024212     	|1000           	|  0.24212        	|  0.061591       	|
on_train_batch_start               	|  9.2443e-05     	|1000           	|  0.092443       	|  0.023516       	|
on_train_end                       	|  0.022862       	|1              	|  0.022862       	|  0.0058157      	|
on_pretrain_routine_start          	|  0.022554       	|1              	|  0.022554       	|  0.0057373      	|
on_batch_start                     	|  1.5156e-05     	|1000           	|  0.015156       	|  0.0038555      	|
on_before_zero_grad                	|  1.3792e-05     	|1000           	|  0.013792       	|  0.0035085      	|
on_batch_end                       	|  1.2881e-05     	|1000           	|  0.012881       	|  0.0032767      	|
on_after_backward                  	|  1.176e-05      	|1000           	|  0.01176        	|  0.0029915      	|
on_before_optimizer_step           	|  1.0742e-05     	|1000           	|  0.010742       	|  0.0027326      	|
on_before_backward                 	|  1.0503e-05     	|1000           	|  0.010503       	|  0.0026719      	|
configure_optimizers               	|  0.0087119      	|1              	|  0.0087119      	|  0.0022162      	|
on_train_epoch_end                 	|  0.00030887     	|25             	|  0.0077218      	|  0.0019643      	|
on_train_epoch_start               	|  0.00029572     	|25             	|  0.0073931      	|  0.0018807      	|
training_step_end                  	|  5.9127e-06     	|1000           	|  0.0059127      	|  0.0015041      	|
on_train_start                     	|  0.0006926      	|1              	|  0.0006926      	|  0.00017619     	|
on_epoch_end                       	|  1.0733e-05     	|25             	|  0.00026832     	|  6.8257e-05     	|
on_epoch_start                     	|  1.0507e-05     	|25             	|  0.00026267     	|  6.6821e-05     	|
on_fit_end                         	|  2.2302e-05     	|1              	|  2.2302e-05     	|  5.6733e-06     	|
on_before_accelerator_backend_setup	|  2.129e-05      	|1              	|  2.129e-05      	|  5.4159e-06     	|
on_fit_start                       	|  1.5349e-05     	|1              	|  1.5349e-05     	|  3.9046e-06     	|
on_configure_sharded_model         	|  1.4948e-05     	|1              	|  1.4948e-05     	|  3.8026e-06     	|
setup                              	|  1.3565e-05     	|1              	|  1.3565e-05     	|  3.4507e-06     	|
on_pretrain_routine_end            	|  1.0349e-05     	|1              	|  1.0349e-05     	|  2.6327e-06     	|
teardown                           	|  1.0039e-05     	|1              	|  1.0039e-05     	|  2.5538e-06     	|
prepare_data                       	|  9.328e-06      	|1              	|  9.328e-06      	|  2.3729e-06     	|
configure_callbacks                	|  6.4829e-06     	|1              	|  6.4829e-06     	|  1.6492e-06     	|
on_val_dataloader                  	|  4.548e-06      	|1              	|  4.548e-06      	|  1.1569e-06     	|
configure_sharded_model            	|  4.379e-06      	|1              	|  4.379e-06      	|  1.1139e-06     	|
on_train_dataloader                	|  4.058e-06      	|1              	|  4.058e-06      	|  1.0323e-06     	|
