FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  356.33         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.476         	|25             	|  336.89         	|  94.545         	|
run_training_batch                 	|  0.28238        	|1000           	|  282.38         	|  79.246         	|
optimizer_step_with_closure_0      	|  0.27897        	|1000           	|  278.97         	|  78.29          	|
training_step_and_backward         	|  0.21578        	|1000           	|  215.78         	|  60.555         	|
backward                           	|  0.10723        	|1000           	|  107.23         	|  30.092         	|
model_forward                      	|  0.10705        	|1000           	|  107.05         	|  30.043         	|
training_step                      	|  0.10686        	|1000           	|  106.86         	|  29.988         	|
get_train_batch                    	|  0.011121       	|1025           	|  11.399         	|  3.1989         	|
fetch_next_train_batch             	|  0.011095       	|1025           	|  11.372         	|  3.1914         	|
on_train_batch_end                 	|  0.0025117      	|1000           	|  2.5117         	|  0.70488        	|
zero_grad                          	|  0.0014586      	|1000           	|  1.4586         	|  0.40933        	|
training_batch_to_device           	|  0.00028271     	|1000           	|  0.28271        	|  0.079338       	|
on_train_batch_start               	|  9.6583e-05     	|1000           	|  0.096583       	|  0.027105       	|
on_train_end                       	|  0.043672       	|1              	|  0.043672       	|  0.012256       	|
on_after_backward                  	|  2.5902e-05     	|1000           	|  0.025902       	|  0.0072691      	|
on_pretrain_routine_start          	|  0.024031       	|1              	|  0.024031       	|  0.0067439      	|
on_batch_start                     	|  2.2117e-05     	|1000           	|  0.022117       	|  0.0062068      	|
on_before_zero_grad                	|  1.8304e-05     	|1000           	|  0.018304       	|  0.0051369      	|
on_batch_end                       	|  1.7433e-05     	|1000           	|  0.017433       	|  0.0048924      	|
on_before_optimizer_step           	|  1.3972e-05     	|1000           	|  0.013972       	|  0.003921       	|
on_before_backward                 	|  1.3366e-05     	|1000           	|  0.013366       	|  0.0037509      	|
on_train_epoch_end                 	|  0.00047235     	|25             	|  0.011809       	|  0.003314       	|
on_train_epoch_start               	|  0.00045803     	|25             	|  0.011451       	|  0.0032135      	|
configure_optimizers               	|  0.011033       	|1              	|  0.011033       	|  0.0030961      	|
training_step_end                  	|  7.4104e-06     	|1000           	|  0.0074104      	|  0.0020796      	|
on_train_start                     	|  0.0010356      	|1              	|  0.0010356      	|  0.00029063     	|
on_epoch_end                       	|  1.248e-05      	|25             	|  0.00031199     	|  8.7557e-05     	|
on_epoch_start                     	|  1.1953e-05     	|25             	|  0.00029883     	|  8.3863e-05     	|
on_fit_start                       	|  4.8064e-05     	|1              	|  4.8064e-05     	|  1.3488e-05     	|
on_fit_end                         	|  3.0586e-05     	|1              	|  3.0586e-05     	|  8.5837e-06     	|
setup                              	|  2.5306e-05     	|1              	|  2.5306e-05     	|  7.1017e-06     	|
on_before_accelerator_backend_setup	|  2.3372e-05     	|1              	|  2.3372e-05     	|  6.5592e-06     	|
on_configure_sharded_model         	|  2.2953e-05     	|1              	|  2.2953e-05     	|  6.4415e-06     	|
teardown                           	|  1.8746e-05     	|1              	|  1.8746e-05     	|  5.2607e-06     	|
configure_sharded_model            	|  1.8112e-05     	|1              	|  1.8112e-05     	|  5.083e-06      	|
on_pretrain_routine_end            	|  1.484e-05      	|1              	|  1.484e-05      	|  4.1646e-06     	|
on_train_dataloader                	|  1.2064e-05     	|1              	|  1.2064e-05     	|  3.3857e-06     	|
prepare_data                       	|  9.127e-06      	|1              	|  9.127e-06      	|  2.5614e-06     	|
on_val_dataloader                  	|  8.4862e-06     	|1              	|  8.4862e-06     	|  2.3815e-06     	|
configure_callbacks                	|  5.981e-06      	|1              	|  5.981e-06      	|  1.6785e-06     	|
