FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  393.6          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.793         	|25             	|  369.82         	|  93.958         	|
run_training_batch                 	|  0.35723        	|1000           	|  357.23         	|  90.76          	|
optimizer_step_with_closure_0      	|  0.35454        	|1000           	|  354.54         	|  90.076         	|
training_step_and_backward         	|  0.27728        	|1000           	|  277.28         	|  70.446         	|
model_forward                      	|  0.16359        	|1000           	|  163.59         	|  41.561         	|
training_step                      	|  0.16345        	|1000           	|  163.45         	|  41.526         	|
backward                           	|  0.1124         	|1000           	|  112.4          	|  28.557         	|
get_train_batch                    	|  0.0043158      	|1025           	|  4.4237         	|  1.1239         	|
fetch_next_train_batch             	|  0.0042982      	|1025           	|  4.4056         	|  1.1193         	|
zero_grad                          	|  0.0012665      	|1000           	|  1.2665         	|  0.32176        	|
on_train_batch_end                 	|  0.0012049      	|1000           	|  1.2049         	|  0.30612        	|
training_batch_to_device           	|  0.00023631     	|1000           	|  0.23631        	|  0.060039       	|
on_train_batch_start               	|  9.0961e-05     	|1000           	|  0.090961       	|  0.02311        	|
on_train_end                       	|  0.023765       	|1              	|  0.023765       	|  0.0060378      	|
on_pretrain_routine_start          	|  0.02256        	|1              	|  0.02256        	|  0.0057316      	|
on_batch_start                     	|  1.5313e-05     	|1000           	|  0.015313       	|  0.0038904      	|
on_before_zero_grad                	|  1.3762e-05     	|1000           	|  0.013762       	|  0.0034965      	|
on_batch_end                       	|  1.3637e-05     	|1000           	|  0.013637       	|  0.0034646      	|
on_after_backward                  	|  1.1665e-05     	|1000           	|  0.011665       	|  0.0029637      	|
on_before_backward                 	|  1.0552e-05     	|1000           	|  0.010552       	|  0.0026809      	|
on_before_optimizer_step           	|  1.0303e-05     	|1000           	|  0.010303       	|  0.0026177      	|
configure_optimizers               	|  0.0083727      	|1              	|  0.0083727      	|  0.0021272      	|
on_train_epoch_end                 	|  0.00029401     	|25             	|  0.0073501      	|  0.0018674      	|
on_train_epoch_start               	|  0.00028646     	|25             	|  0.0071615      	|  0.0018195      	|
training_step_end                  	|  5.857e-06      	|1000           	|  0.005857       	|  0.0014881      	|
on_train_start                     	|  0.00068669     	|1              	|  0.00068669     	|  0.00017446     	|
on_epoch_end                       	|  1.1326e-05     	|25             	|  0.00028316     	|  7.1941e-05     	|
on_epoch_start                     	|  1.0597e-05     	|25             	|  0.00026491     	|  6.7305e-05     	|
on_before_accelerator_backend_setup	|  2.2312e-05     	|1              	|  2.2312e-05     	|  5.6687e-06     	|
on_fit_end                         	|  2.114e-05      	|1              	|  2.114e-05      	|  5.3709e-06     	|
on_fit_start                       	|  1.7182e-05     	|1              	|  1.7182e-05     	|  4.3653e-06     	|
setup                              	|  1.4798e-05     	|1              	|  1.4798e-05     	|  3.7596e-06     	|
on_configure_sharded_model         	|  1.3866e-05     	|1              	|  1.3866e-05     	|  3.5229e-06     	|
teardown                           	|  1.3215e-05     	|1              	|  1.3215e-05     	|  3.3575e-06     	|
on_pretrain_routine_end            	|  1.0149e-05     	|1              	|  1.0149e-05     	|  2.5785e-06     	|
prepare_data                       	|  8.0649e-06     	|1              	|  8.0649e-06     	|  2.049e-06      	|
configure_callbacks                	|  6.222e-06      	|1              	|  6.222e-06      	|  1.5808e-06     	|
configure_sharded_model            	|  4.89e-06       	|1              	|  4.89e-06       	|  1.2424e-06     	|
on_train_dataloader                	|  4.369e-06      	|1              	|  4.369e-06      	|  1.11e-06       	|
on_val_dataloader                  	|  4.348e-06      	|1              	|  4.348e-06      	|  1.1047e-06     	|
