FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1317.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5963         	|500            	|  1298.2         	|  98.573         	|
run_training_batch                 	|  0.25704        	|1000           	|  257.04         	|  19.518         	|
optimizer_step_with_closure_0      	|  0.25326        	|1000           	|  253.26         	|  19.23          	|
get_train_batch                    	|  0.14131        	|1500           	|  211.96         	|  16.095         	|
fetch_next_train_batch             	|  0.14127        	|1500           	|  211.9          	|  16.09          	|
training_step_and_backward         	|  0.19116        	|1000           	|  191.16         	|  14.515         	|
model_forward                      	|  0.097786       	|1000           	|  97.786         	|  7.4251         	|
training_step                      	|  0.097559       	|1000           	|  97.559         	|  7.4079         	|
backward                           	|  0.091998       	|1000           	|  91.998         	|  6.9856         	|
on_train_batch_end                 	|  0.0019227      	|1000           	|  1.9227         	|  0.146          	|
zero_grad                          	|  0.0013341      	|1000           	|  1.3341         	|  0.1013         	|
training_batch_to_device           	|  0.00075311     	|1000           	|  0.75311        	|  0.057185       	|
on_train_epoch_start               	|  0.0003564      	|500            	|  0.1782         	|  0.013531       	|
on_train_epoch_end                 	|  0.00031347     	|500            	|  0.15674        	|  0.011901       	|
on_train_batch_start               	|  0.00011239     	|1000           	|  0.11239        	|  0.0085343      	|
on_batch_start                     	|  5.1611e-05     	|1000           	|  0.051611       	|  0.0039189      	|
on_train_end                       	|  0.041251       	|1              	|  0.041251       	|  0.0031323      	|
on_batch_end                       	|  3.1158e-05     	|1000           	|  0.031158       	|  0.0023659      	|
on_before_zero_grad                	|  2.1656e-05     	|1000           	|  0.021656       	|  0.0016444      	|
on_pretrain_routine_start          	|  0.021462       	|1              	|  0.021462       	|  0.0016297      	|
on_after_backward                  	|  1.6355e-05     	|1000           	|  0.016355       	|  0.0012419      	|
on_before_optimizer_step           	|  1.2888e-05     	|1000           	|  0.012888       	|  0.00097859     	|
configure_optimizers               	|  0.012749       	|1              	|  0.012749       	|  0.00096808     	|
on_before_backward                 	|  1.2045e-05     	|1000           	|  0.012045       	|  0.00091457     	|
training_step_end                  	|  7.8117e-06     	|1000           	|  0.0078117      	|  0.00059316     	|
on_epoch_end                       	|  1.1367e-05     	|500            	|  0.0056836      	|  0.00043157     	|
on_epoch_start                     	|  1.0338e-05     	|500            	|  0.0051691      	|  0.0003925      	|
on_train_start                     	|  0.0010499      	|1              	|  0.0010499      	|  7.9718e-05     	|
on_fit_end                         	|  6.4559e-05     	|1              	|  6.4559e-05     	|  4.9021e-06     	|
on_fit_start                       	|  4.4845e-05     	|1              	|  4.4845e-05     	|  3.4052e-06     	|
on_before_accelerator_backend_setup	|  2.5587e-05     	|1              	|  2.5587e-05     	|  1.9429e-06     	|
setup                              	|  2.5043e-05     	|1              	|  2.5043e-05     	|  1.9016e-06     	|
on_configure_sharded_model         	|  2.2268e-05     	|1              	|  2.2268e-05     	|  1.6909e-06     	|
configure_sharded_model            	|  1.7487e-05     	|1              	|  1.7487e-05     	|  1.3278e-06     	|
teardown                           	|  1.6009e-05     	|1              	|  1.6009e-05     	|  1.2156e-06     	|
on_pretrain_routine_end            	|  1.1923e-05     	|1              	|  1.1923e-05     	|  9.0532e-07     	|
prepare_data                       	|  9.5405e-06     	|1              	|  9.5405e-06     	|  7.2443e-07     	|
on_val_dataloader                  	|  7.0743e-06     	|1              	|  7.0743e-06     	|  5.3717e-07     	|
configure_callbacks                	|  6.6366e-06     	|1              	|  6.6366e-06     	|  5.0393e-07     	|
on_train_dataloader                	|  5.9176e-06     	|1              	|  5.9176e-06     	|  4.4934e-07     	|
