FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  733.96         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5672         	|200            	|  713.44         	|  97.205         	|
run_training_batch                 	|  0.29227        	|1000           	|  292.27         	|  39.821         	|
optimizer_step_with_closure_0      	|  0.28889        	|1000           	|  288.89         	|  39.361         	|
training_step_and_backward         	|  0.22332        	|1000           	|  223.32         	|  30.427         	|
model_forward                      	|  0.11479        	|1000           	|  114.79         	|  15.639         	|
training_step                      	|  0.11458        	|1000           	|  114.58         	|  15.611         	|
backward                           	|  0.10699        	|1000           	|  106.99         	|  14.577         	|
get_train_batch                    	|  0.066496       	|1200           	|  79.795         	|  10.872         	|
fetch_next_train_batch             	|  0.066464       	|1200           	|  79.757         	|  10.867         	|
on_train_batch_end                 	|  0.0021581      	|1000           	|  2.1581         	|  0.29404        	|
zero_grad                          	|  0.0015028      	|1000           	|  1.5028         	|  0.20475        	|
training_batch_to_device           	|  0.00043214     	|1000           	|  0.43214        	|  0.058878       	|
on_train_batch_start               	|  0.00010712     	|1000           	|  0.10712        	|  0.014595       	|
on_batch_start                     	|  0.0001008      	|1000           	|  0.1008         	|  0.013733       	|
on_train_epoch_end                 	|  0.00034026     	|200            	|  0.068051       	|  0.0092718      	|
on_train_epoch_start               	|  0.00032544     	|200            	|  0.065088       	|  0.0088681      	|
on_train_end                       	|  0.042652       	|1              	|  0.042652       	|  0.0058112      	|
on_after_backward                  	|  2.6872e-05     	|1000           	|  0.026872       	|  0.0036613      	|
on_pretrain_routine_start          	|  0.022009       	|1              	|  0.022009       	|  0.0029986      	|
on_before_zero_grad                	|  1.888e-05      	|1000           	|  0.01888        	|  0.0025724      	|
on_before_optimizer_step           	|  1.6299e-05     	|1000           	|  0.016299       	|  0.0022207      	|
on_batch_end                       	|  1.5963e-05     	|1000           	|  0.015963       	|  0.0021749      	|
on_before_backward                 	|  1.3774e-05     	|1000           	|  0.013774       	|  0.0018767      	|
configure_optimizers               	|  0.0093404      	|1              	|  0.0093404      	|  0.0012726      	|
training_step_end                  	|  7.5289e-06     	|1000           	|  0.0075289      	|  0.0010258      	|
on_train_start                     	|  0.0030292      	|1              	|  0.0030292      	|  0.00041272     	|
on_epoch_end                       	|  1.2659e-05     	|200            	|  0.0025317      	|  0.00034494     	|
on_epoch_start                     	|  1.1587e-05     	|200            	|  0.0023175      	|  0.00031575     	|
on_fit_start                       	|  3.9877e-05     	|1              	|  3.9877e-05     	|  5.4332e-06     	|
on_before_accelerator_backend_setup	|  2.8176e-05     	|1              	|  2.8176e-05     	|  3.8389e-06     	|
on_fit_end                         	|  2.6712e-05     	|1              	|  2.6712e-05     	|  3.6395e-06     	|
setup                              	|  2.2592e-05     	|1              	|  2.2592e-05     	|  3.0781e-06     	|
on_configure_sharded_model         	|  2.0755e-05     	|1              	|  2.0755e-05     	|  2.8279e-06     	|
teardown                           	|  1.6538e-05     	|1              	|  1.6538e-05     	|  2.2533e-06     	|
on_pretrain_routine_end            	|  1.2232e-05     	|1              	|  1.2232e-05     	|  1.6666e-06     	|
configure_sharded_model            	|  1.1496e-05     	|1              	|  1.1496e-05     	|  1.5663e-06     	|
prepare_data                       	|  1.0703e-05     	|1              	|  1.0703e-05     	|  1.4582e-06     	|
on_train_dataloader                	|  6.7744e-06     	|1              	|  6.7744e-06     	|  9.23e-07       	|
configure_callbacks                	|  5.7761e-06     	|1              	|  5.7761e-06     	|  7.8697e-07     	|
on_val_dataloader                  	|  5.6997e-06     	|1              	|  5.6997e-06     	|  7.7657e-07     	|
