FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  398.59         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.981         	|25             	|  374.53         	|  93.963         	|
run_training_batch                 	|  0.36194        	|1000           	|  361.94         	|  90.805         	|
optimizer_step_with_closure_0      	|  0.35928        	|1000           	|  359.28         	|  90.136         	|
training_step_and_backward         	|  0.28083        	|1000           	|  280.83         	|  70.455         	|
model_forward                      	|  0.16535        	|1000           	|  165.35         	|  41.483         	|
training_step                      	|  0.16521        	|1000           	|  165.21         	|  41.449         	|
backward                           	|  0.11418        	|1000           	|  114.18         	|  28.646         	|
get_train_batch                    	|  0.0042612      	|1025           	|  4.3677         	|  1.0958         	|
fetch_next_train_batch             	|  0.0042436      	|1025           	|  4.3497         	|  1.0913         	|
zero_grad                          	|  0.0012755      	|1000           	|  1.2755         	|  0.32           	|
on_train_batch_end                 	|  0.0012046      	|1000           	|  1.2046         	|  0.30221        	|
training_batch_to_device           	|  0.00023906     	|1000           	|  0.23906        	|  0.059977       	|
on_train_batch_start               	|  9.2215e-05     	|1000           	|  0.092215       	|  0.023135       	|
on_train_end                       	|  0.024001       	|1              	|  0.024001       	|  0.0060214      	|
on_pretrain_routine_start          	|  0.022521       	|1              	|  0.022521       	|  0.0056502      	|
on_batch_start                     	|  1.5113e-05     	|1000           	|  0.015113       	|  0.0037916      	|
on_before_zero_grad                	|  1.3616e-05     	|1000           	|  0.013616       	|  0.003416       	|
on_batch_end                       	|  1.32e-05       	|1000           	|  0.0132         	|  0.0033117      	|
on_after_backward                  	|  1.2377e-05     	|1000           	|  0.012377       	|  0.0031051      	|
on_before_backward                 	|  1.0688e-05     	|1000           	|  0.010688       	|  0.0026815      	|
on_before_optimizer_step           	|  1.0484e-05     	|1000           	|  0.010484       	|  0.0026302      	|
configure_optimizers               	|  0.0085969      	|1              	|  0.0085969      	|  0.0021568      	|
on_train_epoch_end                 	|  0.00029199     	|25             	|  0.0072997      	|  0.0018314      	|
on_train_epoch_start               	|  0.00028619     	|25             	|  0.0071546      	|  0.001795       	|
training_step_end                  	|  6.1203e-06     	|1000           	|  0.0061203      	|  0.0015355      	|
on_train_start                     	|  0.00067964     	|1              	|  0.00067964     	|  0.00017051     	|
on_epoch_end                       	|  1.0576e-05     	|25             	|  0.0002644      	|  6.6332e-05     	|
on_epoch_start                     	|  1.0406e-05     	|25             	|  0.00026016     	|  6.5269e-05     	|
on_fit_end                         	|  2.1691e-05     	|1              	|  2.1691e-05     	|  5.4419e-06     	|
on_before_accelerator_backend_setup	|  2.143e-05      	|1              	|  2.143e-05      	|  5.3764e-06     	|
on_fit_start                       	|  1.6701e-05     	|1              	|  1.6701e-05     	|  4.19e-06       	|
setup                              	|  1.3626e-05     	|1              	|  1.3626e-05     	|  3.4185e-06     	|
on_configure_sharded_model         	|  1.3535e-05     	|1              	|  1.3535e-05     	|  3.3957e-06     	|
on_pretrain_routine_end            	|  1.0599e-05     	|1              	|  1.0599e-05     	|  2.6591e-06     	|
teardown                           	|  1.0129e-05     	|1              	|  1.0129e-05     	|  2.5412e-06     	|
prepare_data                       	|  8.286e-06      	|1              	|  8.286e-06      	|  2.0788e-06     	|
configure_callbacks                	|  6.9729e-06     	|1              	|  6.9729e-06     	|  1.7494e-06     	|
on_val_dataloader                  	|  4.8691e-06     	|1              	|  4.8691e-06     	|  1.2216e-06     	|
configure_sharded_model            	|  4.5981e-06     	|1              	|  4.5981e-06     	|  1.1536e-06     	|
on_train_dataloader                	|  4.4891e-06     	|1              	|  4.4891e-06     	|  1.1262e-06     	|
