FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  356.16         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.888         	|21             	|  333.66         	|  93.682         	|
run_training_batch                 	|  0.28566        	|1000           	|  285.66         	|  80.207         	|
optimizer_step_with_closure_0      	|  0.28238        	|1000           	|  282.38         	|  79.285         	|
training_step_and_backward         	|  0.21678        	|1000           	|  216.78         	|  60.866         	|
backward                           	|  0.10922        	|1000           	|  109.22         	|  30.666         	|
model_forward                      	|  0.10599        	|1000           	|  105.99         	|  29.758         	|
training_step                      	|  0.1058         	|1000           	|  105.8          	|  29.704         	|
get_train_batch                    	|  0.0096328      	|1021           	|  9.8351         	|  2.7614         	|
fetch_next_train_batch             	|  0.0096071      	|1021           	|  9.8088         	|  2.754          	|
on_train_batch_end                 	|  0.0024524      	|1000           	|  2.4524         	|  0.68856        	|
zero_grad                          	|  0.0015421      	|1000           	|  1.5421         	|  0.43299        	|
training_batch_to_device           	|  0.00027908     	|1000           	|  0.27908        	|  0.078359       	|
on_train_batch_start               	|  9.4927e-05     	|1000           	|  0.094927       	|  0.026653       	|
on_train_end                       	|  0.092565       	|1              	|  0.092565       	|  0.02599        	|
on_after_backward                  	|  2.5832e-05     	|1000           	|  0.025832       	|  0.007253       	|
on_pretrain_routine_start          	|  0.023443       	|1              	|  0.023443       	|  0.006582       	|
on_batch_start                     	|  2.113e-05      	|1000           	|  0.02113        	|  0.0059327      	|
on_before_zero_grad                	|  1.6985e-05     	|1000           	|  0.016985       	|  0.004769       	|
on_batch_end                       	|  1.6124e-05     	|1000           	|  0.016124       	|  0.004527       	|
configure_optimizers               	|  0.014923       	|1              	|  0.014923       	|  0.0041899      	|
on_before_backward                 	|  1.3881e-05     	|1000           	|  0.013881       	|  0.0038975      	|
on_before_optimizer_step           	|  1.2826e-05     	|1000           	|  0.012826       	|  0.0036013      	|
on_train_epoch_end                 	|  0.00046565     	|21             	|  0.0097786      	|  0.0027456      	|
on_train_epoch_start               	|  0.00037892     	|21             	|  0.0079574      	|  0.0022342      	|
training_step_end                  	|  7.1717e-06     	|1000           	|  0.0071717      	|  0.0020136      	|
on_train_start                     	|  0.0011049      	|1              	|  0.0011049      	|  0.00031023     	|
on_epoch_end                       	|  1.1658e-05     	|21             	|  0.00024481     	|  6.8737e-05     	|
on_epoch_start                     	|  1.1076e-05     	|21             	|  0.0002326      	|  6.5307e-05     	|
on_fit_end                         	|  5.785e-05      	|1              	|  5.785e-05      	|  1.6243e-05     	|
on_fit_start                       	|  4.1809e-05     	|1              	|  4.1809e-05     	|  1.1739e-05     	|
on_before_accelerator_backend_setup	|  3.6122e-05     	|1              	|  3.6122e-05     	|  1.0142e-05     	|
setup                              	|  2.3788e-05     	|1              	|  2.3788e-05     	|  6.679e-06      	|
on_configure_sharded_model         	|  1.9856e-05     	|1              	|  1.9856e-05     	|  5.575e-06      	|
prepare_data                       	|  1.7963e-05     	|1              	|  1.7963e-05     	|  5.0436e-06     	|
on_pretrain_routine_end            	|  1.4763e-05     	|1              	|  1.4763e-05     	|  4.1451e-06     	|
teardown                           	|  1.4568e-05     	|1              	|  1.4568e-05     	|  4.0902e-06     	|
on_train_dataloader                	|  1.0535e-05     	|1              	|  1.0535e-05     	|  2.958e-06      	|
on_val_dataloader                  	|  8.7004e-06     	|1              	|  8.7004e-06     	|  2.4428e-06     	|
configure_sharded_model            	|  8.1155e-06     	|1              	|  8.1155e-06     	|  2.2786e-06     	|
configure_callbacks                	|  8.0075e-06     	|1              	|  8.0075e-06     	|  2.2483e-06     	|
