FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  654.59         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.1808         	|200            	|  636.17         	|  97.185         	|
run_training_batch                 	|  0.2903         	|1000           	|  290.3          	|  44.348         	|
optimizer_step_with_closure_0      	|  0.28648        	|1000           	|  286.48         	|  43.765         	|
training_step_and_backward         	|  0.22131        	|1000           	|  221.31         	|  33.81          	|
model_forward                      	|  0.11167        	|1000           	|  111.67         	|  17.06          	|
training_step                      	|  0.11145        	|1000           	|  111.45         	|  17.025         	|
backward                           	|  0.10797        	|1000           	|  107.97         	|  16.495         	|
get_train_batch                    	|  0.055442       	|1200           	|  66.53          	|  10.164         	|
fetch_next_train_batch             	|  0.055409       	|1200           	|  66.491         	|  10.158         	|
on_train_batch_end                 	|  0.002482       	|1000           	|  2.482          	|  0.37916        	|
zero_grad                          	|  0.0016221      	|1000           	|  1.6221         	|  0.2478         	|
training_batch_to_device           	|  0.00042485     	|1000           	|  0.42485        	|  0.064903       	|
on_train_batch_start               	|  0.00011014     	|1000           	|  0.11014        	|  0.016825       	|
on_train_epoch_start               	|  0.00033863     	|200            	|  0.067725       	|  0.010346       	|
on_train_epoch_end                 	|  0.00033031     	|200            	|  0.066063       	|  0.010092       	|
on_train_end                       	|  0.057994       	|1              	|  0.057994       	|  0.0088596      	|
on_batch_start                     	|  3.1472e-05     	|1000           	|  0.031472       	|  0.0048079      	|
on_after_backward                  	|  3.1213e-05     	|1000           	|  0.031213       	|  0.0047684      	|
on_pretrain_routine_start          	|  0.02395        	|1              	|  0.02395        	|  0.0036587      	|
on_before_zero_grad                	|  2.1428e-05     	|1000           	|  0.021428       	|  0.0032734      	|
on_before_optimizer_step           	|  1.924e-05      	|1000           	|  0.01924        	|  0.0029393      	|
on_batch_end                       	|  1.6608e-05     	|1000           	|  0.016608       	|  0.0025372      	|
configure_optimizers               	|  0.015415       	|1              	|  0.015415       	|  0.0023549      	|
on_before_backward                 	|  1.54e-05       	|1000           	|  0.0154         	|  0.0023525      	|
training_step_end                  	|  9.5996e-06     	|1000           	|  0.0095996      	|  0.0014665      	|
on_epoch_end                       	|  1.2259e-05     	|200            	|  0.0024519      	|  0.00037456     	|
on_epoch_start                     	|  1.1727e-05     	|200            	|  0.0023454      	|  0.0003583      	|
on_train_start                     	|  0.00074094     	|1              	|  0.00074094     	|  0.00011319     	|
on_fit_end                         	|  7.0145e-05     	|1              	|  7.0145e-05     	|  1.0716e-05     	|
on_fit_start                       	|  3.2995e-05     	|1              	|  3.2995e-05     	|  5.0405e-06     	|
setup                              	|  2.5535e-05     	|1              	|  2.5535e-05     	|  3.9009e-06     	|
teardown                           	|  2.0856e-05     	|1              	|  2.0856e-05     	|  3.1861e-06     	|
on_before_accelerator_backend_setup	|  2.05e-05       	|1              	|  2.05e-05       	|  3.1318e-06     	|
on_configure_sharded_model         	|  1.9301e-05     	|1              	|  1.9301e-05     	|  2.9485e-06     	|
on_pretrain_routine_end            	|  1.5263e-05     	|1              	|  1.5263e-05     	|  2.3316e-06     	|
prepare_data                       	|  7.987e-06      	|1              	|  7.987e-06      	|  1.2202e-06     	|
configure_sharded_model            	|  7.9181e-06     	|1              	|  7.9181e-06     	|  1.2096e-06     	|
configure_callbacks                	|  7.8995e-06     	|1              	|  7.8995e-06     	|  1.2068e-06     	|
on_train_dataloader                	|  7.5605e-06     	|1              	|  7.5605e-06     	|  1.155e-06      	|
on_val_dataloader                  	|  6.5845e-06     	|1              	|  6.5845e-06     	|  1.0059e-06     	|
