FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  349.1          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  13.256         	|25             	|  331.41         	|  94.932         	|
run_training_batch                 	|  0.27158        	|1000           	|  271.58         	|  77.795         	|
optimizer_step_with_closure_0      	|  0.26838        	|1000           	|  268.38         	|  76.877         	|
training_step_and_backward         	|  0.20607        	|1000           	|  206.07         	|  59.03          	|
model_forward                      	|  0.10336        	|1000           	|  103.36         	|  29.606         	|
training_step                      	|  0.10317        	|1000           	|  103.17         	|  29.552         	|
backward                           	|  0.10124        	|1000           	|  101.24         	|  29.001         	|
get_train_batch                    	|  0.01409        	|1025           	|  14.442         	|  4.137          	|
fetch_next_train_batch             	|  0.014065       	|1025           	|  14.417         	|  4.1297         	|
on_train_batch_end                 	|  0.0020546      	|1000           	|  2.0546         	|  0.58853        	|
zero_grad                          	|  0.0014427      	|1000           	|  1.4427         	|  0.41327        	|
training_batch_to_device           	|  0.00025208     	|1000           	|  0.25208        	|  0.072207       	|
on_train_batch_start               	|  9.3774e-05     	|1000           	|  0.093774       	|  0.026861       	|
on_train_end                       	|  0.042617       	|1              	|  0.042617       	|  0.012208       	|
on_after_backward                  	|  2.6775e-05     	|1000           	|  0.026775       	|  0.0076696      	|
on_pretrain_routine_start          	|  0.0216         	|1              	|  0.0216         	|  0.0061872      	|
on_batch_start                     	|  1.9694e-05     	|1000           	|  0.019694       	|  0.0056412      	|
on_before_zero_grad                	|  1.7216e-05     	|1000           	|  0.017216       	|  0.0049316      	|
on_batch_end                       	|  1.64e-05       	|1000           	|  0.0164         	|  0.0046978      	|
on_before_optimizer_step           	|  1.3448e-05     	|1000           	|  0.013448       	|  0.0038523      	|
on_before_backward                 	|  1.2657e-05     	|1000           	|  0.012657       	|  0.0036256      	|
configure_optimizers               	|  0.010563       	|1              	|  0.010563       	|  0.0030259      	|
on_train_epoch_end                 	|  0.00034823     	|25             	|  0.0087058      	|  0.0024938      	|
on_train_epoch_start               	|  0.00034762     	|25             	|  0.0086906      	|  0.0024894      	|
training_step_end                  	|  7.3529e-06     	|1000           	|  0.0073529      	|  0.0021062      	|
on_train_start                     	|  0.00090204     	|1              	|  0.00090204     	|  0.00025839     	|
on_epoch_end                       	|  1.1258e-05     	|25             	|  0.00028145     	|  8.0621e-05     	|
on_epoch_start                     	|  1.1107e-05     	|25             	|  0.00027768     	|  7.954e-05      	|
on_fit_start                       	|  4.7596e-05     	|1              	|  4.7596e-05     	|  1.3634e-05     	|
on_fit_end                         	|  3.0642e-05     	|1              	|  3.0642e-05     	|  8.7775e-06     	|
on_before_accelerator_backend_setup	|  2.6697e-05     	|1              	|  2.6697e-05     	|  7.6474e-06     	|
setup                              	|  2.428e-05      	|1              	|  2.428e-05      	|  6.9549e-06     	|
on_configure_sharded_model         	|  2.3236e-05     	|1              	|  2.3236e-05     	|  6.6561e-06     	|
teardown                           	|  1.655e-05      	|1              	|  1.655e-05      	|  4.7406e-06     	|
on_pretrain_routine_end            	|  1.359e-05      	|1              	|  1.359e-05      	|  3.8928e-06     	|
configure_sharded_model            	|  1.226e-05      	|1              	|  1.226e-05      	|  3.5118e-06     	|
prepare_data                       	|  1.1072e-05     	|1              	|  1.1072e-05     	|  3.1714e-06     	|
on_train_dataloader                	|  8.1714e-06     	|1              	|  8.1714e-06     	|  2.3407e-06     	|
configure_callbacks                	|  6.9179e-06     	|1              	|  6.9179e-06     	|  1.9816e-06     	|
on_val_dataloader                  	|  6.2734e-06     	|1              	|  6.2734e-06     	|  1.797e-06      	|
