FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1289.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5387         	|500            	|  1269.3         	|  98.475         	|
run_training_batch                 	|  0.26453        	|1000           	|  264.53         	|  20.522         	|
optimizer_step_with_closure_0      	|  0.26211        	|1000           	|  262.11         	|  20.334         	|
training_step_and_backward         	|  0.19586        	|1000           	|  195.86         	|  15.195         	|
get_train_batch                    	|  0.12004        	|1500           	|  180.05         	|  13.968         	|
fetch_next_train_batch             	|  0.12           	|1500           	|  180.0          	|  13.964         	|
model_forward                      	|  0.10384        	|1000           	|  103.84         	|  8.0555         	|
training_step                      	|  0.10363        	|1000           	|  103.63         	|  8.0392         	|
backward                           	|  0.090559       	|1000           	|  90.559         	|  7.0255         	|
on_train_batch_end                 	|  0.001831       	|1000           	|  1.831          	|  0.14204        	|
zero_grad                          	|  0.0014319      	|1000           	|  1.4319         	|  0.11108        	|
training_batch_to_device           	|  0.00066333     	|1000           	|  0.66333        	|  0.051461       	|
on_train_epoch_start               	|  0.00031516     	|500            	|  0.15758        	|  0.012225       	|
on_train_epoch_end                 	|  0.00031225     	|500            	|  0.15613        	|  0.012112       	|
on_train_batch_start               	|  0.00011159     	|1000           	|  0.11159        	|  0.0086573      	|
on_batch_start                     	|  4.413e-05      	|1000           	|  0.04413        	|  0.0034236      	|
on_train_end                       	|  0.041235       	|1              	|  0.041235       	|  0.003199       	|
configure_optimizers               	|  0.037268       	|1              	|  0.037268       	|  0.0028913      	|
on_pretrain_routine_start          	|  0.022287       	|1              	|  0.022287       	|  0.001729       	|
on_before_zero_grad                	|  2.152e-05      	|1000           	|  0.02152        	|  0.0016695      	|
on_after_backward                  	|  1.8748e-05     	|1000           	|  0.018748       	|  0.0014545      	|
on_batch_end                       	|  1.8196e-05     	|1000           	|  0.018196       	|  0.0014116      	|
on_before_optimizer_step           	|  1.3727e-05     	|1000           	|  0.013727       	|  0.0010649      	|
on_before_backward                 	|  1.3268e-05     	|1000           	|  0.013268       	|  0.0010294      	|
training_step_end                  	|  8.2562e-06     	|1000           	|  0.0082562      	|  0.00064051     	|
on_epoch_start                     	|  1.2295e-05     	|500            	|  0.0061475      	|  0.00047692     	|
on_epoch_end                       	|  1.1023e-05     	|500            	|  0.0055117      	|  0.0004276      	|
on_train_start                     	|  0.00073695     	|1              	|  0.00073695     	|  5.7172e-05     	|
on_fit_end                         	|  3.0603e-05     	|1              	|  3.0603e-05     	|  2.3742e-06     	|
on_configure_sharded_model         	|  2.6509e-05     	|1              	|  2.6509e-05     	|  2.0566e-06     	|
on_before_accelerator_backend_setup	|  2.5189e-05     	|1              	|  2.5189e-05     	|  1.9541e-06     	|
setup                              	|  2.2572e-05     	|1              	|  2.2572e-05     	|  1.7511e-06     	|
on_fit_start                       	|  1.7632e-05     	|1              	|  1.7632e-05     	|  1.3679e-06     	|
teardown                           	|  1.5644e-05     	|1              	|  1.5644e-05     	|  1.2137e-06     	|
on_pretrain_routine_end            	|  1.3735e-05     	|1              	|  1.3735e-05     	|  1.0656e-06     	|
configure_sharded_model            	|  9.3933e-06     	|1              	|  9.3933e-06     	|  7.2873e-07     	|
on_train_dataloader                	|  8.0355e-06     	|1              	|  8.0355e-06     	|  6.2339e-07     	|
configure_callbacks                	|  7.9535e-06     	|1              	|  7.9535e-06     	|  6.1703e-07     	|
prepare_data                       	|  7.6722e-06     	|1              	|  7.6722e-06     	|  5.9521e-07     	|
on_val_dataloader                  	|  6.659e-06      	|1              	|  6.659e-06      	|  5.166e-07      	|
