FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  342.4          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.695         	|21             	|  329.6          	|  96.263         	|
run_training_batch                 	|  0.31482        	|1000           	|  314.82         	|  91.946         	|
optimizer_step_with_closure_0      	|  0.31194        	|1000           	|  311.94         	|  91.105         	|
training_step_and_backward         	|  0.23922        	|1000           	|  239.22         	|  69.867         	|
backward                           	|  0.12086        	|1000           	|  120.86         	|  35.297         	|
model_forward                      	|  0.11681        	|1000           	|  116.81         	|  34.114         	|
training_step                      	|  0.11661        	|1000           	|  116.61         	|  34.057         	|
get_train_batch                    	|  0.0046207      	|1021           	|  4.7177         	|  1.3779         	|
fetch_next_train_batch             	|  0.0045992      	|1021           	|  4.6958         	|  1.3714         	|
on_train_batch_end                 	|  0.0019676      	|1000           	|  1.9676         	|  0.57465        	|
zero_grad                          	|  0.0015304      	|1000           	|  1.5304         	|  0.44696        	|
training_batch_to_device           	|  0.00029571     	|1000           	|  0.29571        	|  0.086364       	|
on_train_batch_start               	|  0.00010873     	|1000           	|  0.10873        	|  0.031755       	|
on_train_end                       	|  0.026674       	|1              	|  0.026674       	|  0.0077905      	|
on_after_backward                  	|  2.4428e-05     	|1000           	|  0.024428       	|  0.0071344      	|
on_pretrain_routine_start          	|  0.022567       	|1              	|  0.022567       	|  0.006591       	|
on_batch_start                     	|  2.0677e-05     	|1000           	|  0.020677       	|  0.0060389      	|
on_batch_end                       	|  1.5357e-05     	|1000           	|  0.015357       	|  0.0044852      	|
on_before_zero_grad                	|  1.5063e-05     	|1000           	|  0.015063       	|  0.0043994      	|
on_before_optimizer_step           	|  1.403e-05      	|1000           	|  0.01403        	|  0.0040975      	|
on_before_backward                 	|  1.2383e-05     	|1000           	|  0.012383       	|  0.0036166      	|
on_train_epoch_end                 	|  0.00043552     	|21             	|  0.009146       	|  0.0026712      	|
on_train_epoch_start               	|  0.00043503     	|21             	|  0.0091356      	|  0.0026681      	|
configure_optimizers               	|  0.0077903      	|1              	|  0.0077903      	|  0.0022752      	|
training_step_end                  	|  6.2035e-06     	|1000           	|  0.0062035      	|  0.0018118      	|
on_train_start                     	|  0.0018866      	|1              	|  0.0018866      	|  0.00055101     	|
on_epoch_end                       	|  1.1607e-05     	|21             	|  0.00024375     	|  7.1191e-05     	|
on_epoch_start                     	|  1.0785e-05     	|21             	|  0.00022649     	|  6.6149e-05     	|
setup                              	|  3.0262e-05     	|1              	|  3.0262e-05     	|  8.8383e-06     	|
on_pretrain_routine_end            	|  2.7684e-05     	|1              	|  2.7684e-05     	|  8.0854e-06     	|
on_fit_end                         	|  2.5357e-05     	|1              	|  2.5357e-05     	|  7.4058e-06     	|
on_before_accelerator_backend_setup	|  1.9853e-05     	|1              	|  1.9853e-05     	|  5.7983e-06     	|
on_configure_sharded_model         	|  1.8903e-05     	|1              	|  1.8903e-05     	|  5.5208e-06     	|
on_fit_start                       	|  1.5592e-05     	|1              	|  1.5592e-05     	|  4.5538e-06     	|
teardown                           	|  1.2269e-05     	|1              	|  1.2269e-05     	|  3.5833e-06     	|
prepare_data                       	|  8.342e-06      	|1              	|  8.342e-06      	|  2.4364e-06     	|
configure_sharded_model            	|  7.854e-06      	|1              	|  7.854e-06      	|  2.2938e-06     	|
on_train_dataloader                	|  7.718e-06      	|1              	|  7.718e-06      	|  2.2541e-06     	|
on_val_dataloader                  	|  6.92e-06       	|1              	|  6.92e-06       	|  2.021e-06      	|
configure_callbacks                	|  5.253e-06      	|1              	|  5.253e-06      	|  1.5342e-06     	|
