FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1522.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.0038         	|500            	|  1501.9         	|  98.642         	|
run_training_batch                 	|  0.25267        	|1000           	|  252.67         	|  16.595         	|
optimizer_step_with_closure_0      	|  0.25018        	|1000           	|  250.18         	|  16.432         	|
get_train_batch                    	|  0.13344        	|1500           	|  200.16         	|  13.147         	|
fetch_next_train_batch             	|  0.1334         	|1500           	|  200.11         	|  13.143         	|
training_step_and_backward         	|  0.18784        	|1000           	|  187.84         	|  12.337         	|
model_forward                      	|  0.10065        	|1000           	|  100.65         	|  6.6105         	|
training_step                      	|  0.10042        	|1000           	|  100.42         	|  6.5953         	|
backward                           	|  0.085758       	|1000           	|  85.758         	|  5.6325         	|
on_train_batch_end                 	|  0.0018662      	|1000           	|  1.8662         	|  0.12257        	|
zero_grad                          	|  0.0013905      	|1000           	|  1.3905         	|  0.091329       	|
training_batch_to_device           	|  0.00077807     	|1000           	|  0.77807        	|  0.051103       	|
on_train_epoch_end                 	|  0.00032357     	|500            	|  0.16179        	|  0.010626       	|
on_train_epoch_start               	|  0.00031134     	|500            	|  0.15567        	|  0.010224       	|
on_train_batch_start               	|  0.00010987     	|1000           	|  0.10987        	|  0.0072161      	|
on_train_end                       	|  0.051619       	|1              	|  0.051619       	|  0.0033903      	|
on_batch_start                     	|  4.9001e-05     	|1000           	|  0.049001       	|  0.0032183      	|
on_before_zero_grad                	|  2.4507e-05     	|1000           	|  0.024507       	|  0.0016096      	|
on_pretrain_routine_start          	|  0.023561       	|1              	|  0.023561       	|  0.0015475      	|
on_after_backward                  	|  2.0678e-05     	|1000           	|  0.020678       	|  0.0013581      	|
on_batch_end                       	|  1.7269e-05     	|1000           	|  0.017269       	|  0.0011342      	|
on_before_optimizer_step           	|  1.3908e-05     	|1000           	|  0.013908       	|  0.00091343     	|
on_before_backward                 	|  1.282e-05      	|1000           	|  0.01282        	|  0.00084202     	|
configure_optimizers               	|  0.010599       	|1              	|  0.010599       	|  0.0006961      	|
training_step_end                  	|  8.4521e-06     	|1000           	|  0.0084521      	|  0.00055512     	|
on_epoch_end                       	|  1.191e-05      	|500            	|  0.0059548      	|  0.0003911      	|
on_epoch_start                     	|  1.0517e-05     	|500            	|  0.0052587      	|  0.00034539     	|
on_train_start                     	|  0.0011385      	|1              	|  0.0011385      	|  7.4774e-05     	|
on_fit_end                         	|  5.9621e-05     	|1              	|  5.9621e-05     	|  3.9158e-06     	|
on_fit_start                       	|  4.1639e-05     	|1              	|  4.1639e-05     	|  2.7348e-06     	|
setup                              	|  2.6507e-05     	|1              	|  2.6507e-05     	|  1.741e-06      	|
on_before_accelerator_backend_setup	|  2.1113e-05     	|1              	|  2.1113e-05     	|  1.3867e-06     	|
on_configure_sharded_model         	|  2.0968e-05     	|1              	|  2.0968e-05     	|  1.3771e-06     	|
on_pretrain_routine_end            	|  1.7414e-05     	|1              	|  1.7414e-05     	|  1.1437e-06     	|
teardown                           	|  1.4316e-05     	|1              	|  1.4316e-05     	|  9.4027e-07     	|
configure_sharded_model            	|  9.5554e-06     	|1              	|  9.5554e-06     	|  6.2758e-07     	|
prepare_data                       	|  8.1919e-06     	|1              	|  8.1919e-06     	|  5.3803e-07     	|
configure_callbacks                	|  7.9535e-06     	|1              	|  7.9535e-06     	|  5.2237e-07     	|
on_val_dataloader                  	|  7.5698e-06     	|1              	|  7.5698e-06     	|  4.9717e-07     	|
on_train_dataloader                	|  6.0014e-06     	|1              	|  6.0014e-06     	|  3.9417e-07     	|
