FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  391.49         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.641         	|25             	|  366.03         	|  93.497         	|
run_training_batch                 	|  0.35342        	|1000           	|  353.42         	|  90.274         	|
optimizer_step_with_closure_0      	|  0.35069        	|1000           	|  350.69         	|  89.579         	|
training_step_and_backward         	|  0.27199        	|1000           	|  271.99         	|  69.474         	|
model_forward                      	|  0.16094        	|1000           	|  160.94         	|  41.109         	|
training_step                      	|  0.1608         	|1000           	|  160.8          	|  41.075         	|
backward                           	|  0.10974        	|1000           	|  109.74         	|  28.031         	|
get_train_batch                    	|  0.004284       	|1025           	|  4.3911         	|  1.1216         	|
fetch_next_train_batch             	|  0.0042668      	|1025           	|  4.3734         	|  1.1171         	|
zero_grad                          	|  0.0012822      	|1000           	|  1.2822         	|  0.32752        	|
on_train_batch_end                 	|  0.0011934      	|1000           	|  1.1934         	|  0.30484        	|
training_batch_to_device           	|  0.000242       	|1000           	|  0.242          	|  0.061815       	|
on_train_batch_start               	|  9.1152e-05     	|1000           	|  0.091152       	|  0.023283       	|
on_train_end                       	|  0.024098       	|1              	|  0.024098       	|  0.0061553      	|
on_pretrain_routine_start          	|  0.022566       	|1              	|  0.022566       	|  0.0057641      	|
on_batch_start                     	|  1.4925e-05     	|1000           	|  0.014925       	|  0.0038124      	|
on_batch_end                       	|  1.3793e-05     	|1000           	|  0.013793       	|  0.0035233      	|
on_before_zero_grad                	|  1.3707e-05     	|1000           	|  0.013707       	|  0.0035011      	|
on_after_backward                  	|  1.1595e-05     	|1000           	|  0.011595       	|  0.0029616      	|
on_before_backward                 	|  1.0544e-05     	|1000           	|  0.010544       	|  0.0026932      	|
on_before_optimizer_step           	|  1.0315e-05     	|1000           	|  0.010315       	|  0.0026349      	|
configure_optimizers               	|  0.0088936      	|1              	|  0.0088936      	|  0.0022717      	|
on_train_epoch_start               	|  0.00030685     	|25             	|  0.0076712      	|  0.0019595      	|
on_train_epoch_end                 	|  0.00029007     	|25             	|  0.0072518      	|  0.0018523      	|
training_step_end                  	|  5.6674e-06     	|1000           	|  0.0056674      	|  0.0014476      	|
on_train_start                     	|  0.00070833     	|1              	|  0.00070833     	|  0.00018093     	|
on_epoch_start                     	|  1.0947e-05     	|25             	|  0.00027367     	|  6.9905e-05     	|
on_epoch_end                       	|  1.0423e-05     	|25             	|  0.00026057     	|  6.6557e-05     	|
on_fit_end                         	|  2.2853e-05     	|1              	|  2.2853e-05     	|  5.8374e-06     	|
on_before_accelerator_backend_setup	|  2.117e-05      	|1              	|  2.117e-05      	|  5.4075e-06     	|
on_fit_start                       	|  1.7893e-05     	|1              	|  1.7893e-05     	|  4.5704e-06     	|
setup                              	|  1.4527e-05     	|1              	|  1.4527e-05     	|  3.7107e-06     	|
on_configure_sharded_model         	|  1.4207e-05     	|1              	|  1.4207e-05     	|  3.6289e-06     	|
teardown                           	|  1.1301e-05     	|1              	|  1.1301e-05     	|  2.8866e-06     	|
on_pretrain_routine_end            	|  1.017e-05      	|1              	|  1.017e-05      	|  2.5978e-06     	|
prepare_data                       	|  8.3359e-06     	|1              	|  8.3359e-06     	|  2.1293e-06     	|
configure_callbacks                	|  6.643e-06      	|1              	|  6.643e-06      	|  1.6968e-06     	|
on_val_dataloader                  	|  4.638e-06      	|1              	|  4.638e-06      	|  1.1847e-06     	|
on_train_dataloader                	|  4.599e-06      	|1              	|  4.599e-06      	|  1.1747e-06     	|
configure_sharded_model            	|  4.579e-06      	|1              	|  4.579e-06      	|  1.1696e-06     	|
