FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  401.31         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.064         	|25             	|  376.61         	|  93.845         	|
run_training_batch                 	|  0.36398        	|1000           	|  363.98         	|  90.697         	|
optimizer_step_with_closure_0      	|  0.36126        	|1000           	|  361.26         	|  90.02          	|
training_step_and_backward         	|  0.28016        	|1000           	|  280.16         	|  69.812         	|
model_forward                      	|  0.16501        	|1000           	|  165.01         	|  41.117         	|
training_step                      	|  0.16487        	|1000           	|  164.87         	|  41.082         	|
backward                           	|  0.1138         	|1000           	|  113.8          	|  28.356         	|
get_train_batch                    	|  0.0042687      	|1025           	|  4.3755         	|  1.0903         	|
fetch_next_train_batch             	|  0.0042512      	|1025           	|  4.3574         	|  1.0858         	|
zero_grad                          	|  0.0013343      	|1000           	|  1.3343         	|  0.33249        	|
on_train_batch_end                 	|  0.0012257      	|1000           	|  1.2257         	|  0.30543        	|
training_batch_to_device           	|  0.0002405      	|1000           	|  0.2405         	|  0.059928       	|
on_train_batch_start               	|  9.1189e-05     	|1000           	|  0.091189       	|  0.022723       	|
on_train_end                       	|  0.023749       	|1              	|  0.023749       	|  0.0059177      	|
on_pretrain_routine_start          	|  0.023016       	|1              	|  0.023016       	|  0.0057353      	|
on_batch_start                     	|  1.4872e-05     	|1000           	|  0.014872       	|  0.0037059      	|
on_before_zero_grad                	|  1.4099e-05     	|1000           	|  0.014099       	|  0.0035132      	|
on_batch_end                       	|  1.3439e-05     	|1000           	|  0.013439       	|  0.0033487      	|
on_after_backward                  	|  1.0992e-05     	|1000           	|  0.010992       	|  0.002739       	|
on_before_backward                 	|  1.0423e-05     	|1000           	|  0.010423       	|  0.0025973      	|
on_before_optimizer_step           	|  1.0141e-05     	|1000           	|  0.010141       	|  0.0025269      	|
configure_optimizers               	|  0.0086638      	|1              	|  0.0086638      	|  0.0021589      	|
on_train_epoch_start               	|  0.00030196     	|25             	|  0.0075489      	|  0.001881       	|
on_train_epoch_end                 	|  0.00028507     	|25             	|  0.0071268      	|  0.0017759      	|
training_step_end                  	|  5.5661e-06     	|1000           	|  0.0055661      	|  0.001387       	|
on_train_start                     	|  0.0007086      	|1              	|  0.0007086      	|  0.00017657     	|
on_epoch_start                     	|  1.0765e-05     	|25             	|  0.00026913     	|  6.7063e-05     	|
on_epoch_end                       	|  1.0588e-05     	|25             	|  0.00026471     	|  6.5961e-05     	|
on_fit_end                         	|  2.5668e-05     	|1              	|  2.5668e-05     	|  6.396e-06      	|
on_before_accelerator_backend_setup	|  2.1461e-05     	|1              	|  2.1461e-05     	|  5.3477e-06     	|
on_fit_start                       	|  1.7553e-05     	|1              	|  1.7553e-05     	|  4.3739e-06     	|
on_configure_sharded_model         	|  1.3345e-05     	|1              	|  1.3345e-05     	|  3.3253e-06     	|
setup                              	|  1.3095e-05     	|1              	|  1.3095e-05     	|  3.2631e-06     	|
on_pretrain_routine_end            	|  1.083e-05      	|1              	|  1.083e-05      	|  2.6986e-06     	|
teardown                           	|  1.07e-05       	|1              	|  1.07e-05       	|  2.6663e-06     	|
prepare_data                       	|  7.2931e-06     	|1              	|  7.2931e-06     	|  1.8173e-06     	|
configure_callbacks                	|  6.081e-06      	|1              	|  6.081e-06      	|  1.5153e-06     	|
on_val_dataloader                  	|  4.3979e-06     	|1              	|  4.3979e-06     	|  1.0959e-06     	|
configure_sharded_model            	|  4.289e-06      	|1              	|  4.289e-06      	|  1.0687e-06     	|
on_train_dataloader                	|  4.0979e-06     	|1              	|  4.0979e-06     	|  1.0211e-06     	|
