FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  463.8          	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.88228        	|500            	|  441.14         	|  95.116         	|
run_training_batch                 	|  0.29032        	|1000           	|  290.32         	|  62.597         	|
optimizer_step_with_closure_0      	|  0.28764        	|1000           	|  287.64         	|  62.018         	|
training_step_and_backward         	|  0.2184         	|1000           	|  218.4          	|  47.089         	|
model_forward                      	|  0.13252        	|1000           	|  132.52         	|  28.574         	|
training_step                      	|  0.13236        	|1000           	|  132.36         	|  28.538         	|
backward                           	|  0.084495       	|1000           	|  84.495         	|  18.218         	|
get_train_batch                    	|  0.028766       	|1500           	|  43.149         	|  9.3035         	|
fetch_next_train_batch             	|  0.028734       	|1500           	|  43.101         	|  9.2932         	|
zero_grad                          	|  0.0013472      	|1000           	|  1.3472         	|  0.29048        	|
on_train_batch_end                 	|  0.0013151      	|1000           	|  1.3151         	|  0.28354        	|
training_batch_to_device           	|  0.00060737     	|1000           	|  0.60737        	|  0.13096        	|
on_train_epoch_start               	|  0.00027017     	|500            	|  0.13508        	|  0.029126       	|
on_train_epoch_end                 	|  0.00026857     	|500            	|  0.13429        	|  0.028954       	|
on_train_batch_start               	|  0.00010817     	|1000           	|  0.10817        	|  0.023322       	|
on_batch_start                     	|  3.5804e-05     	|1000           	|  0.035804       	|  0.0077198      	|
on_train_end                       	|  0.024111       	|1              	|  0.024111       	|  0.0051985      	|
on_pretrain_routine_start          	|  0.022569       	|1              	|  0.022569       	|  0.0048661      	|
on_before_zero_grad                	|  2.228e-05      	|1000           	|  0.02228        	|  0.0048038      	|
on_batch_end                       	|  1.3542e-05     	|1000           	|  0.013542       	|  0.0029197      	|
on_before_optimizer_step           	|  1.2487e-05     	|1000           	|  0.012487       	|  0.0026925      	|
on_after_backward                  	|  1.1326e-05     	|1000           	|  0.011326       	|  0.002442       	|
on_before_backward                 	|  1.132e-05      	|1000           	|  0.01132        	|  0.0024408      	|
training_step_end                  	|  7.9639e-06     	|1000           	|  0.0079639      	|  0.0017171      	|
configure_optimizers               	|  0.0076595      	|1              	|  0.0076595      	|  0.0016515      	|
on_epoch_end                       	|  1.1006e-05     	|500            	|  0.0055031      	|  0.0011865      	|
on_epoch_start                     	|  1.0848e-05     	|500            	|  0.0054241      	|  0.0011695      	|
on_train_start                     	|  0.00069454     	|1              	|  0.00069454     	|  0.00014975     	|
on_fit_end                         	|  2.2873e-05     	|1              	|  2.2873e-05     	|  4.9317e-06     	|
on_before_accelerator_backend_setup	|  2.1611e-05     	|1              	|  2.1611e-05     	|  4.6596e-06     	|
on_fit_start                       	|  1.604e-05      	|1              	|  1.604e-05      	|  3.4584e-06     	|
on_configure_sharded_model         	|  1.4337e-05     	|1              	|  1.4337e-05     	|  3.0912e-06     	|
setup                              	|  1.3946e-05     	|1              	|  1.3946e-05     	|  3.0069e-06     	|
teardown                           	|  1.045e-05      	|1              	|  1.045e-05      	|  2.2532e-06     	|
on_pretrain_routine_end            	|  9.2071e-06     	|1              	|  9.2071e-06     	|  1.9852e-06     	|
prepare_data                       	|  7.824e-06      	|1              	|  7.824e-06      	|  1.687e-06      	|
configure_callbacks                	|  5.931e-06      	|1              	|  5.931e-06      	|  1.2788e-06     	|
configure_sharded_model            	|  4.678e-06      	|1              	|  4.678e-06      	|  1.0086e-06     	|
on_val_dataloader                  	|  4.328e-06      	|1              	|  4.328e-06      	|  9.3316e-07     	|
on_train_dataloader                	|  4.0269e-06     	|1              	|  4.0269e-06     	|  8.6825e-07     	|
