FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  534.63         	|  100 %          	|
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run_training_epoch                 	|  1.0227         	|500            	|  511.36         	|  95.647         	|
run_training_batch                 	|  0.36146        	|1000           	|  361.46         	|  67.609         	|
optimizer_step_with_closure_0      	|  0.35872        	|1000           	|  358.72         	|  67.097         	|
training_step_and_backward         	|  0.26925        	|1000           	|  269.25         	|  50.362         	|
model_forward                      	|  0.16624        	|1000           	|  166.24         	|  31.094         	|
training_step                      	|  0.16606        	|1000           	|  166.06         	|  31.062         	|
backward                           	|  0.10164        	|1000           	|  101.64         	|  19.012         	|
get_train_batch                    	|  0.029582       	|1500           	|  44.373         	|  8.2998         	|
fetch_next_train_batch             	|  0.029549       	|1500           	|  44.324         	|  8.2907         	|
on_train_batch_end                 	|  0.0013542      	|1000           	|  1.3542         	|  0.25329        	|
zero_grad                          	|  0.0013386      	|1000           	|  1.3386         	|  0.25037        	|
training_batch_to_device           	|  0.00058352     	|1000           	|  0.58352        	|  0.10914        	|
on_train_epoch_start               	|  0.00027773     	|500            	|  0.13886        	|  0.025974       	|
on_train_epoch_end                 	|  0.00027485     	|500            	|  0.13743        	|  0.025705       	|
on_train_batch_start               	|  0.00010746     	|1000           	|  0.10746        	|  0.0201         	|
on_batch_start                     	|  3.5788e-05     	|1000           	|  0.035788       	|  0.006694       	|
on_train_end                       	|  0.023947       	|1              	|  0.023947       	|  0.0044793      	|
on_pretrain_routine_start          	|  0.023289       	|1              	|  0.023289       	|  0.0043562      	|
on_before_zero_grad                	|  2.1443e-05     	|1000           	|  0.021443       	|  0.0040107      	|
on_batch_end                       	|  1.4385e-05     	|1000           	|  0.014385       	|  0.0026906      	|
on_before_optimizer_step           	|  1.4349e-05     	|1000           	|  0.014349       	|  0.0026839      	|
on_after_backward                  	|  1.4199e-05     	|1000           	|  0.014199       	|  0.0026559      	|
on_before_backward                 	|  1.2095e-05     	|1000           	|  0.012095       	|  0.0022624      	|
configure_optimizers               	|  0.008166       	|1              	|  0.008166       	|  0.0015274      	|
training_step_end                  	|  7.8432e-06     	|1000           	|  0.0078432      	|  0.001467       	|
on_epoch_start                     	|  1.0943e-05     	|500            	|  0.0054715      	|  0.0010234      	|
on_epoch_end                       	|  1.0876e-05     	|500            	|  0.0054379      	|  0.0010171      	|
on_train_start                     	|  0.00069932     	|1              	|  0.00069932     	|  0.0001308      	|
on_fit_end                         	|  2.4516e-05     	|1              	|  2.4516e-05     	|  4.5856e-06     	|
on_before_accelerator_backend_setup	|  2.2301e-05     	|1              	|  2.2301e-05     	|  4.1713e-06     	|
on_fit_start                       	|  1.607e-05      	|1              	|  1.607e-05      	|  3.0058e-06     	|
setup                              	|  1.4217e-05     	|1              	|  1.4217e-05     	|  2.6592e-06     	|
on_configure_sharded_model         	|  1.4087e-05     	|1              	|  1.4087e-05     	|  2.6349e-06     	|
on_pretrain_routine_end            	|  1.0559e-05     	|1              	|  1.0559e-05     	|  1.975e-06      	|
teardown                           	|  1.0549e-05     	|1              	|  1.0549e-05     	|  1.9731e-06     	|
prepare_data                       	|  8.235e-06      	|1              	|  8.235e-06      	|  1.5403e-06     	|
configure_callbacks                	|  5.019e-06      	|1              	|  5.019e-06      	|  9.3879e-07     	|
configure_sharded_model            	|  4.8489e-06     	|1              	|  4.8489e-06     	|  9.0697e-07     	|
on_train_dataloader                	|  4.7791e-06     	|1              	|  4.7791e-06     	|  8.9391e-07     	|
on_val_dataloader                  	|  4.468e-06      	|1              	|  4.468e-06      	|  8.3573e-07     	|
