FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  332.98         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.256         	|21             	|  320.38         	|  96.215         	|
run_training_batch                 	|  0.30711        	|1000           	|  307.11         	|  92.229         	|
optimizer_step_with_closure_0      	|  0.30511        	|1000           	|  305.11         	|  91.63          	|
training_step_and_backward         	|  0.23389        	|1000           	|  233.89         	|  70.242         	|
backward                           	|  0.1176         	|1000           	|  117.6          	|  35.318         	|
model_forward                      	|  0.1148         	|1000           	|  114.8          	|  34.477         	|
training_step                      	|  0.11462        	|1000           	|  114.62         	|  34.423         	|
get_train_batch                    	|  0.0044663      	|1021           	|  4.5601         	|  1.3695         	|
fetch_next_train_batch             	|  0.0044458      	|1021           	|  4.5391         	|  1.3632         	|
on_train_batch_end                 	|  0.0014905      	|1000           	|  1.4905         	|  0.44762        	|
zero_grad                          	|  0.001463       	|1000           	|  1.463          	|  0.43936        	|
training_batch_to_device           	|  0.00026941     	|1000           	|  0.26941        	|  0.080909       	|
on_train_batch_start               	|  0.00010569     	|1000           	|  0.10569        	|  0.031741       	|
on_train_end                       	|  0.025314       	|1              	|  0.025314       	|  0.0076023      	|
on_pretrain_routine_start          	|  0.022179       	|1              	|  0.022179       	|  0.0066609      	|
on_batch_start                     	|  1.8423e-05     	|1000           	|  0.018423       	|  0.0055327      	|
on_after_backward                  	|  1.577e-05      	|1000           	|  0.01577        	|  0.004736       	|
on_batch_end                       	|  1.3704e-05     	|1000           	|  0.013704       	|  0.0041154      	|
on_before_zero_grad                	|  1.2748e-05     	|1000           	|  0.012748       	|  0.0038283      	|
on_before_optimizer_step           	|  1.1491e-05     	|1000           	|  0.011491       	|  0.0034508      	|
on_before_backward                 	|  1.1406e-05     	|1000           	|  0.011406       	|  0.0034254      	|
on_train_epoch_end                 	|  0.00046824     	|21             	|  0.0098331      	|  0.0029531      	|
on_train_epoch_start               	|  0.00043781     	|21             	|  0.0091941      	|  0.0027611      	|
configure_optimizers               	|  0.0077472      	|1              	|  0.0077472      	|  0.0023266      	|
training_step_end                  	|  6.6425e-06     	|1000           	|  0.0066425      	|  0.0019949      	|
on_train_start                     	|  0.0015453      	|1              	|  0.0015453      	|  0.00046408     	|
on_epoch_end                       	|  1.1151e-05     	|21             	|  0.00023417     	|  7.0327e-05     	|
on_epoch_start                     	|  1.062e-05      	|21             	|  0.00022303     	|  6.698e-05      	|
on_fit_end                         	|  2.7914e-05     	|1              	|  2.7914e-05     	|  8.3831e-06     	|
on_before_accelerator_backend_setup	|  2.2735e-05     	|1              	|  2.2735e-05     	|  6.8277e-06     	|
setup                              	|  2.0799e-05     	|1              	|  2.0799e-05     	|  6.2463e-06     	|
on_fit_start                       	|  1.8127e-05     	|1              	|  1.8127e-05     	|  5.4439e-06     	|
on_configure_sharded_model         	|  1.7551e-05     	|1              	|  1.7551e-05     	|  5.2709e-06     	|
on_pretrain_routine_end            	|  1.2904e-05     	|1              	|  1.2904e-05     	|  3.8753e-06     	|
teardown                           	|  1.0397e-05     	|1              	|  1.0397e-05     	|  3.1224e-06     	|
prepare_data                       	|  8.521e-06      	|1              	|  8.521e-06      	|  2.559e-06      	|
on_train_dataloader                	|  6.864e-06      	|1              	|  6.864e-06      	|  2.0614e-06     	|
configure_callbacks                	|  6.04e-06       	|1              	|  6.04e-06       	|  1.8139e-06     	|
on_val_dataloader                  	|  5.945e-06      	|1              	|  5.945e-06      	|  1.7854e-06     	|
configure_sharded_model            	|  5.645e-06      	|1              	|  5.645e-06      	|  1.6953e-06     	|
