FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  737.19         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5737         	|200            	|  714.74         	|  96.955         	|
run_training_batch                 	|  0.31483        	|1000           	|  314.83         	|  42.707         	|
optimizer_step_with_closure_0      	|  0.31118        	|1000           	|  311.18         	|  42.212         	|
training_step_and_backward         	|  0.24071        	|1000           	|  240.71         	|  32.653         	|
model_forward                      	|  0.12059        	|1000           	|  120.59         	|  16.358         	|
training_step                      	|  0.12037        	|1000           	|  120.37         	|  16.328         	|
backward                           	|  0.11834        	|1000           	|  118.34         	|  16.053         	|
get_train_batch                    	|  0.061255       	|1200           	|  73.506         	|  9.9711         	|
fetch_next_train_batch             	|  0.061224       	|1200           	|  73.468         	|  9.966          	|
on_train_batch_end                 	|  0.0023813      	|1000           	|  2.3813         	|  0.32302        	|
zero_grad                          	|  0.001751       	|1000           	|  1.751          	|  0.23752        	|
training_batch_to_device           	|  0.00041773     	|1000           	|  0.41773        	|  0.056665       	|
on_train_batch_start               	|  0.00010742     	|1000           	|  0.10742        	|  0.014571       	|
on_train_end                       	|  0.078657       	|1              	|  0.078657       	|  0.01067        	|
on_train_epoch_end                 	|  0.0003396      	|200            	|  0.06792        	|  0.0092134      	|
on_train_epoch_start               	|  0.00031247     	|200            	|  0.062494       	|  0.0084774      	|
configure_optimizers               	|  0.043415       	|1              	|  0.043415       	|  0.0058892      	|
on_batch_start                     	|  3.1851e-05     	|1000           	|  0.031851       	|  0.0043206      	|
on_after_backward                  	|  2.8959e-05     	|1000           	|  0.028959       	|  0.0039282      	|
on_pretrain_routine_start          	|  0.02495        	|1              	|  0.02495        	|  0.0033845      	|
on_before_zero_grad                	|  2.1212e-05     	|1000           	|  0.021212       	|  0.0028774      	|
on_batch_end                       	|  1.6639e-05     	|1000           	|  0.016639       	|  0.0022571      	|
on_before_optimizer_step           	|  1.4225e-05     	|1000           	|  0.014225       	|  0.0019296      	|
on_before_backward                 	|  1.3642e-05     	|1000           	|  0.013642       	|  0.0018506      	|
training_step_end                  	|  8.6081e-06     	|1000           	|  0.0086081      	|  0.0011677      	|
on_epoch_end                       	|  1.2779e-05     	|200            	|  0.0025557      	|  0.00034669     	|
on_epoch_start                     	|  1.1588e-05     	|200            	|  0.0023176      	|  0.00031438     	|
on_train_start                     	|  0.0010716      	|1              	|  0.0010716      	|  0.00014536     	|
on_fit_end                         	|  6.1646e-05     	|1              	|  6.1646e-05     	|  8.3623e-06     	|
on_fit_start                       	|  4.2055e-05     	|1              	|  4.2055e-05     	|  5.7048e-06     	|
on_configure_sharded_model         	|  2.6196e-05     	|1              	|  2.6196e-05     	|  3.5535e-06     	|
setup                              	|  2.6193e-05     	|1              	|  2.6193e-05     	|  3.553e-06      	|
on_before_accelerator_backend_setup	|  2.0649e-05     	|1              	|  2.0649e-05     	|  2.8011e-06     	|
teardown                           	|  1.6188e-05     	|1              	|  1.6188e-05     	|  2.1959e-06     	|
on_pretrain_routine_end            	|  1.5188e-05     	|1              	|  1.5188e-05     	|  2.0603e-06     	|
configure_sharded_model            	|  8.8196e-06     	|1              	|  8.8196e-06     	|  1.1964e-06     	|
on_train_dataloader                	|  7.8958e-06     	|1              	|  7.8958e-06     	|  1.0711e-06     	|
on_val_dataloader                  	|  7.743e-06      	|1              	|  7.743e-06      	|  1.0503e-06     	|
configure_callbacks                	|  7.2084e-06     	|1              	|  7.2084e-06     	|  9.7783e-07     	|
prepare_data                       	|  6.9086e-06     	|1              	|  6.9086e-06     	|  9.3715e-07     	|
