FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  416.43         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.31           	|63             	|  397.53         	|  95.463         	|
run_training_batch                 	|  0.27421        	|1000           	|  274.21         	|  65.848         	|
optimizer_step_with_closure_0      	|  0.2709         	|1000           	|  270.9          	|  65.054         	|
training_step_and_backward         	|  0.20655        	|1000           	|  206.55         	|  49.6           	|
model_forward                      	|  0.1046         	|1000           	|  104.6          	|  25.119         	|
training_step                      	|  0.10441        	|1000           	|  104.41         	|  25.073         	|
backward                           	|  0.10038        	|1000           	|  100.38         	|  24.105         	|
get_train_batch                    	|  0.026406       	|1063           	|  28.069         	|  6.7405         	|
fetch_next_train_batch             	|  0.026382       	|1063           	|  28.044         	|  6.7344         	|
on_train_batch_end                 	|  0.0021557      	|1000           	|  2.1557         	|  0.51766        	|
zero_grad                          	|  0.0015283      	|1000           	|  1.5283         	|  0.36702        	|
training_batch_to_device           	|  0.0003581      	|1000           	|  0.3581         	|  0.085993       	|
on_train_batch_start               	|  9.5559e-05     	|1000           	|  0.095559       	|  0.022947       	|
on_train_end                       	|  0.075291       	|1              	|  0.075291       	|  0.01808        	|
on_after_backward                  	|  2.6903e-05     	|1000           	|  0.026903       	|  0.0064606      	|
on_pretrain_routine_start          	|  0.026774       	|1              	|  0.026774       	|  0.0064295      	|
on_train_epoch_end                 	|  0.0003657      	|63             	|  0.023039       	|  0.0055325      	|
on_train_epoch_start               	|  0.00034473     	|63             	|  0.021718       	|  0.0052154      	|
on_batch_start                     	|  2.1315e-05     	|1000           	|  0.021315       	|  0.0051186      	|
on_before_zero_grad                	|  1.8206e-05     	|1000           	|  0.018206       	|  0.0043719      	|
configure_optimizers               	|  0.017961       	|1              	|  0.017961       	|  0.0043132      	|
on_batch_end                       	|  1.6104e-05     	|1000           	|  0.016104       	|  0.0038671      	|
on_before_optimizer_step           	|  1.3424e-05     	|1000           	|  0.013424       	|  0.0032235      	|
on_before_backward                 	|  1.2919e-05     	|1000           	|  0.012919       	|  0.0031023      	|
training_step_end                  	|  7.5639e-06     	|1000           	|  0.0075639      	|  0.0018164      	|
on_train_start                     	|  0.0010185      	|1              	|  0.0010185      	|  0.00024459     	|
on_epoch_end                       	|  1.1889e-05     	|63             	|  0.00074898     	|  0.00017986     	|
on_epoch_start                     	|  1.1772e-05     	|63             	|  0.00074162     	|  0.00017809     	|
on_fit_start                       	|  4.1712e-05     	|1              	|  4.1712e-05     	|  1.0017e-05     	|
on_fit_end                         	|  3.8337e-05     	|1              	|  3.8337e-05     	|  9.2062e-06     	|
setup                              	|  3.3855e-05     	|1              	|  3.3855e-05     	|  8.13e-06       	|
on_before_accelerator_backend_setup	|  3.0532e-05     	|1              	|  3.0532e-05     	|  7.332e-06      	|
on_configure_sharded_model         	|  2.4773e-05     	|1              	|  2.4773e-05     	|  5.949e-06      	|
teardown                           	|  1.4795e-05     	|1              	|  1.4795e-05     	|  3.5529e-06     	|
on_pretrain_routine_end            	|  1.2912e-05     	|1              	|  1.2912e-05     	|  3.1006e-06     	|
prepare_data                       	|  1.1943e-05     	|1              	|  1.1943e-05     	|  2.868e-06      	|
configure_sharded_model            	|  9.2834e-06     	|1              	|  9.2834e-06     	|  2.2293e-06     	|
configure_callbacks                	|  7.1656e-06     	|1              	|  7.1656e-06     	|  1.7207e-06     	|
on_train_dataloader                	|  6.495e-06      	|1              	|  6.495e-06      	|  1.5597e-06     	|
on_val_dataloader                  	|  6.3702e-06     	|1              	|  6.3702e-06     	|  1.5297e-06     	|
