FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  670.14         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.226          	|200            	|  645.19         	|  96.278         	|
run_training_batch                 	|  0.28673        	|1000           	|  286.73         	|  42.787         	|
optimizer_step_with_closure_0      	|  0.28342        	|1000           	|  283.42         	|  42.293         	|
training_step_and_backward         	|  0.2188         	|1000           	|  218.8          	|  32.65          	|
model_forward                      	|  0.1116         	|1000           	|  111.6          	|  16.653         	|
training_step                      	|  0.11139        	|1000           	|  111.39         	|  16.622         	|
backward                           	|  0.10568        	|1000           	|  105.68         	|  15.769         	|
get_train_batch                    	|  0.05527        	|1200           	|  66.324         	|  9.8971         	|
fetch_next_train_batch             	|  0.055239       	|1200           	|  66.286         	|  9.8914         	|
on_train_batch_end                 	|  0.0021199      	|1000           	|  2.1199         	|  0.31634        	|
zero_grad                          	|  0.0014901      	|1000           	|  1.4901         	|  0.22236        	|
training_batch_to_device           	|  0.00045263     	|1000           	|  0.45263        	|  0.067542       	|
on_train_batch_start               	|  0.00010656     	|1000           	|  0.10656        	|  0.015901       	|
on_train_epoch_start               	|  0.00032774     	|200            	|  0.065549       	|  0.0097814      	|
on_train_epoch_end                 	|  0.00032254     	|200            	|  0.064507       	|  0.009626       	|
on_train_end                       	|  0.041586       	|1              	|  0.041586       	|  0.0062056      	|
on_batch_start                     	|  3.5487e-05     	|1000           	|  0.035487       	|  0.0052954      	|
on_after_backward                  	|  2.4837e-05     	|1000           	|  0.024837       	|  0.0037063      	|
on_pretrain_routine_start          	|  0.021334       	|1              	|  0.021334       	|  0.0031835      	|
on_before_zero_grad                	|  1.9203e-05     	|1000           	|  0.019203       	|  0.0028655      	|
on_batch_end                       	|  1.6456e-05     	|1000           	|  0.016456       	|  0.0024557      	|
on_before_optimizer_step           	|  1.6203e-05     	|1000           	|  0.016203       	|  0.0024179      	|
on_before_backward                 	|  1.3258e-05     	|1000           	|  0.013258       	|  0.0019784      	|
configure_optimizers               	|  0.0099776      	|1              	|  0.0099776      	|  0.0014889      	|
training_step_end                  	|  7.5955e-06     	|1000           	|  0.0075955      	|  0.0011334      	|
on_train_start                     	|  0.0028467      	|1              	|  0.0028467      	|  0.00042479     	|
on_epoch_end                       	|  1.1661e-05     	|200            	|  0.0023321      	|  0.000348       	|
on_epoch_start                     	|  1.1188e-05     	|200            	|  0.0022377      	|  0.00033391     	|
on_before_accelerator_backend_setup	|  4.6734e-05     	|1              	|  4.6734e-05     	|  6.9738e-06     	|
on_fit_start                       	|  4.4737e-05     	|1              	|  4.4737e-05     	|  6.6758e-06     	|
on_fit_end                         	|  3.7165e-05     	|1              	|  3.7165e-05     	|  5.5459e-06     	|
setup                              	|  2.8515e-05     	|1              	|  2.8515e-05     	|  4.2551e-06     	|
on_configure_sharded_model         	|  2.254e-05      	|1              	|  2.254e-05      	|  3.3635e-06     	|
prepare_data                       	|  1.8863e-05     	|1              	|  1.8863e-05     	|  2.8148e-06     	|
teardown                           	|  1.4678e-05     	|1              	|  1.4678e-05     	|  2.1902e-06     	|
on_pretrain_routine_end            	|  1.2901e-05     	|1              	|  1.2901e-05     	|  1.9251e-06     	|
configure_sharded_model            	|  1.1893e-05     	|1              	|  1.1893e-05     	|  1.7747e-06     	|
on_val_dataloader                  	|  7.4934e-06     	|1              	|  7.4934e-06     	|  1.1182e-06     	|
on_train_dataloader                	|  6.9775e-06     	|1              	|  6.9775e-06     	|  1.0412e-06     	|
configure_callbacks                	|  6.3702e-06     	|1              	|  6.3702e-06     	|  9.5059e-07     	|
