FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  754.06         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.6603         	|200            	|  732.06         	|  97.083         	|
run_training_batch                 	|  0.29738        	|1000           	|  297.38         	|  39.437         	|
optimizer_step_with_closure_0      	|  0.29398        	|1000           	|  293.98         	|  38.986         	|
training_step_and_backward         	|  0.22788        	|1000           	|  227.88         	|  30.221         	|
model_forward                      	|  0.11457        	|1000           	|  114.57         	|  15.194         	|
training_step                      	|  0.11437        	|1000           	|  114.37         	|  15.167         	|
backward                           	|  0.11172        	|1000           	|  111.72         	|  14.816         	|
get_train_batch                    	|  0.068494       	|1200           	|  82.193         	|  10.9           	|
fetch_next_train_batch             	|  0.068463       	|1200           	|  82.155         	|  10.895         	|
on_train_batch_end                 	|  0.0022356      	|1000           	|  2.2356         	|  0.29647        	|
zero_grad                          	|  0.0015524      	|1000           	|  1.5524         	|  0.20588        	|
training_batch_to_device           	|  0.00047031     	|1000           	|  0.47031        	|  0.062371       	|
on_train_batch_start               	|  0.00010774     	|1000           	|  0.10774        	|  0.014288       	|
on_train_epoch_end                 	|  0.00033644     	|200            	|  0.067288       	|  0.0089234      	|
on_train_epoch_start               	|  0.00032949     	|200            	|  0.065897       	|  0.008739       	|
on_train_end                       	|  0.041939       	|1              	|  0.041939       	|  0.0055617      	|
on_batch_start                     	|  3.2523e-05     	|1000           	|  0.032523       	|  0.0043131      	|
on_after_backward                  	|  2.8873e-05     	|1000           	|  0.028873       	|  0.003829       	|
on_pretrain_routine_start          	|  0.022132       	|1              	|  0.022132       	|  0.0029351      	|
on_before_zero_grad                	|  1.976e-05      	|1000           	|  0.01976        	|  0.0026205      	|
on_batch_end                       	|  1.7444e-05     	|1000           	|  0.017444       	|  0.0023134      	|
on_before_optimizer_step           	|  1.6803e-05     	|1000           	|  0.016803       	|  0.0022283      	|
on_before_backward                 	|  1.3976e-05     	|1000           	|  0.013976       	|  0.0018535      	|
configure_optimizers               	|  0.011886       	|1              	|  0.011886       	|  0.0015762      	|
training_step_end                  	|  8.0994e-06     	|1000           	|  0.0080994      	|  0.0010741      	|
on_train_start                     	|  0.0026026      	|1              	|  0.0026026      	|  0.00034514     	|
on_epoch_end                       	|  1.2396e-05     	|200            	|  0.0024793      	|  0.00032879     	|
on_epoch_start                     	|  1.1681e-05     	|200            	|  0.0023363      	|  0.00030983     	|
on_fit_start                       	|  5.1774e-05     	|1              	|  5.1774e-05     	|  6.8661e-06     	|
on_configure_sharded_model         	|  3.8752e-05     	|1              	|  3.8752e-05     	|  5.1392e-06     	|
setup                              	|  2.9387e-05     	|1              	|  2.9387e-05     	|  3.8972e-06     	|
on_fit_end                         	|  2.8629e-05     	|1              	|  2.8629e-05     	|  3.7966e-06     	|
on_before_accelerator_backend_setup	|  2.2596e-05     	|1              	|  2.2596e-05     	|  2.9966e-06     	|
teardown                           	|  1.5453e-05     	|1              	|  1.5453e-05     	|  2.0493e-06     	|
configure_sharded_model            	|  1.3864e-05     	|1              	|  1.3864e-05     	|  1.8385e-06     	|
on_pretrain_routine_end            	|  1.3111e-05     	|1              	|  1.3111e-05     	|  1.7388e-06     	|
prepare_data                       	|  1.1038e-05     	|1              	|  1.1038e-05     	|  1.4638e-06     	|
on_train_dataloader                	|  8.8196e-06     	|1              	|  8.8196e-06     	|  1.1696e-06     	|
on_val_dataloader                  	|  6.713e-06      	|1              	|  6.713e-06      	|  8.9025e-07     	|
configure_callbacks                	|  6.2902e-06     	|1              	|  6.2902e-06     	|  8.3418e-07     	|
