FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  649.93         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.1526         	|200            	|  630.52         	|  97.014         	|
run_training_batch                 	|  0.28738        	|1000           	|  287.38         	|  44.217         	|
optimizer_step_with_closure_0      	|  0.28373        	|1000           	|  283.73         	|  43.656         	|
training_step_and_backward         	|  0.21964        	|1000           	|  219.64         	|  33.795         	|
model_forward                      	|  0.11055        	|1000           	|  110.55         	|  17.01          	|
training_step                      	|  0.11033        	|1000           	|  110.33         	|  16.976         	|
backward                           	|  0.10756        	|1000           	|  107.56         	|  16.55          	|
get_train_batch                    	|  0.055586       	|1200           	|  66.704         	|  10.263         	|
fetch_next_train_batch             	|  0.055555       	|1200           	|  66.666         	|  10.257         	|
on_train_batch_end                 	|  0.0023974      	|1000           	|  2.3974         	|  0.36887        	|
zero_grad                          	|  0.0014891      	|1000           	|  1.4891         	|  0.22912        	|
training_batch_to_device           	|  0.0004017      	|1000           	|  0.4017         	|  0.061807       	|
on_train_batch_start               	|  0.00010861     	|1000           	|  0.10861        	|  0.016711       	|
on_train_epoch_start               	|  0.00033294     	|200            	|  0.066588       	|  0.010245       	|
on_train_epoch_end                 	|  0.00032736     	|200            	|  0.065473       	|  0.010074       	|
on_train_end                       	|  0.043781       	|1              	|  0.043781       	|  0.0067362      	|
on_batch_start                     	|  3.4327e-05     	|1000           	|  0.034327       	|  0.0052817      	|
on_after_backward                  	|  3.1181e-05     	|1000           	|  0.031181       	|  0.0047977      	|
on_pretrain_routine_start          	|  0.023796       	|1              	|  0.023796       	|  0.0036614      	|
on_before_zero_grad                	|  2.0868e-05     	|1000           	|  0.020868       	|  0.0032109      	|
on_batch_end                       	|  1.6669e-05     	|1000           	|  0.016669       	|  0.0025647      	|
on_before_backward                 	|  1.4236e-05     	|1000           	|  0.014236       	|  0.0021904      	|
on_before_optimizer_step           	|  1.4061e-05     	|1000           	|  0.014061       	|  0.0021635      	|
configure_optimizers               	|  0.0097209      	|1              	|  0.0097209      	|  0.0014957      	|
training_step_end                  	|  8.7492e-06     	|1000           	|  0.0087492      	|  0.0013462      	|
on_epoch_end                       	|  1.2571e-05     	|200            	|  0.0025141      	|  0.00038683     	|
on_epoch_start                     	|  1.1268e-05     	|200            	|  0.0022535      	|  0.00034673     	|
on_train_start                     	|  0.0010195      	|1              	|  0.0010195      	|  0.00015687     	|
on_fit_start                       	|  4.3677e-05     	|1              	|  4.3677e-05     	|  6.7203e-06     	|
on_fit_end                         	|  2.9251e-05     	|1              	|  2.9251e-05     	|  4.5006e-06     	|
setup                              	|  2.7668e-05     	|1              	|  2.7668e-05     	|  4.257e-06      	|
on_configure_sharded_model         	|  2.5278e-05     	|1              	|  2.5278e-05     	|  3.8893e-06     	|
on_before_accelerator_backend_setup	|  2.343e-05      	|1              	|  2.343e-05      	|  3.605e-06      	|
on_pretrain_routine_end            	|  1.6864e-05     	|1              	|  1.6864e-05     	|  2.5948e-06     	|
teardown                           	|  1.6458e-05     	|1              	|  1.6458e-05     	|  2.5323e-06     	|
prepare_data                       	|  8.5346e-06     	|1              	|  8.5346e-06     	|  1.3132e-06     	|
on_val_dataloader                  	|  7.9945e-06     	|1              	|  7.9945e-06     	|  1.2301e-06     	|
configure_sharded_model            	|  7.5679e-06     	|1              	|  7.5679e-06     	|  1.1644e-06     	|
configure_callbacks                	|  7.1209e-06     	|1              	|  7.1209e-06     	|  1.0956e-06     	|
on_train_dataloader                	|  6.7409e-06     	|1              	|  6.7409e-06     	|  1.0372e-06     	|
