FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1220.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.4042         	|500            	|  1202.1         	|  98.492         	|
run_training_batch                 	|  0.2686         	|1000           	|  268.6          	|  22.007         	|
optimizer_step_with_closure_0      	|  0.26516        	|1000           	|  265.16         	|  21.725         	|
training_step_and_backward         	|  0.20158        	|1000           	|  201.58         	|  16.516         	|
get_train_batch                    	|  0.11903        	|1500           	|  178.54         	|  14.629         	|
fetch_next_train_batch             	|  0.11897        	|1500           	|  178.46         	|  14.622         	|
model_forward                      	|  0.10452        	|1000           	|  104.52         	|  8.5634         	|
training_step                      	|  0.10428        	|1000           	|  104.28         	|  8.5444         	|
backward                           	|  0.095582       	|1000           	|  95.582         	|  7.8314         	|
on_train_batch_end                 	|  0.0022967      	|1000           	|  2.2967         	|  0.18817        	|
zero_grad                          	|  0.0014442      	|1000           	|  1.4442         	|  0.11833        	|
training_batch_to_device           	|  0.00069236     	|1000           	|  0.69236        	|  0.056728       	|
on_train_epoch_start               	|  0.00032766     	|500            	|  0.16383        	|  0.013423       	|
on_train_epoch_end                 	|  0.00032209     	|500            	|  0.16104        	|  0.013195       	|
on_train_batch_start               	|  0.00011167     	|1000           	|  0.11167        	|  0.0091493      	|
on_batch_start                     	|  5.2855e-05     	|1000           	|  0.052855       	|  0.0043307      	|
on_train_end                       	|  0.04348        	|1              	|  0.04348        	|  0.0035625      	|
on_after_backward                  	|  2.7782e-05     	|1000           	|  0.027782       	|  0.0022763      	|
on_before_zero_grad                	|  2.3434e-05     	|1000           	|  0.023434       	|  0.00192        	|
on_pretrain_routine_start          	|  0.022427       	|1              	|  0.022427       	|  0.0018376      	|
on_before_optimizer_step           	|  1.6577e-05     	|1000           	|  0.016577       	|  0.0013582      	|
on_before_backward                 	|  1.5774e-05     	|1000           	|  0.015774       	|  0.0012924      	|
on_batch_end                       	|  1.56e-05       	|1000           	|  0.0156         	|  0.0012782      	|
configure_optimizers               	|  0.01093        	|1              	|  0.01093        	|  0.0008955      	|
training_step_end                  	|  9.8383e-06     	|1000           	|  0.0098383      	|  0.00080609     	|
on_epoch_start                     	|  1.1035e-05     	|500            	|  0.0055173      	|  0.00045206     	|
on_epoch_end                       	|  1.0898e-05     	|500            	|  0.0054491      	|  0.00044646     	|
on_train_start                     	|  0.0009934      	|1              	|  0.0009934      	|  8.1393e-05     	|
on_fit_end                         	|  6.4587e-05     	|1              	|  6.4587e-05     	|  5.2919e-06     	|
on_fit_start                       	|  4.3901e-05     	|1              	|  4.3901e-05     	|  3.597e-06      	|
on_before_accelerator_backend_setup	|  2.5673e-05     	|1              	|  2.5673e-05     	|  2.1035e-06     	|
setup                              	|  2.2894e-05     	|1              	|  2.2894e-05     	|  1.8758e-06     	|
on_configure_sharded_model         	|  2.1573e-05     	|1              	|  2.1573e-05     	|  1.7676e-06     	|
teardown                           	|  1.6395e-05     	|1              	|  1.6395e-05     	|  1.3433e-06     	|
on_pretrain_routine_end            	|  1.359e-05      	|1              	|  1.359e-05      	|  1.1135e-06     	|
prepare_data                       	|  1.2033e-05     	|1              	|  1.2033e-05     	|  9.8589e-07     	|
on_train_dataloader                	|  7.6611e-06     	|1              	|  7.6611e-06     	|  6.277e-07      	|
configure_sharded_model            	|  7.0203e-06     	|1              	|  7.0203e-06     	|  5.752e-07      	|
configure_callbacks                	|  6.9775e-06     	|1              	|  6.9775e-06     	|  5.7169e-07     	|
on_val_dataloader                  	|  6.8061e-06     	|1              	|  6.8061e-06     	|  5.5765e-07     	|
