FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1336.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.6338         	|500            	|  1316.9         	|  98.536         	|
run_training_batch                 	|  0.31033        	|1000           	|  310.33         	|  23.22          	|
optimizer_step_with_closure_0      	|  0.30604        	|1000           	|  306.04         	|  22.899         	|
training_step_and_backward         	|  0.2372         	|1000           	|  237.2          	|  17.748         	|
get_train_batch                    	|  0.12246        	|1500           	|  183.7          	|  13.745         	|
fetch_next_train_batch             	|  0.12242        	|1500           	|  183.63         	|  13.74          	|
model_forward                      	|  0.11932        	|1000           	|  119.32         	|  8.9283         	|
training_step                      	|  0.11909        	|1000           	|  119.09         	|  8.9107         	|
backward                           	|  0.11623        	|1000           	|  116.23         	|  8.6965         	|
on_train_batch_end                 	|  0.0024069      	|1000           	|  2.4069         	|  0.18009        	|
zero_grad                          	|  0.0016044      	|1000           	|  1.6044         	|  0.12005        	|
training_batch_to_device           	|  0.00073392     	|1000           	|  0.73392        	|  0.054914       	|
on_train_epoch_end                 	|  0.00034025     	|500            	|  0.17012        	|  0.012729       	|
on_train_epoch_start               	|  0.00032853     	|500            	|  0.16427        	|  0.012291       	|
on_train_batch_start               	|  0.00011325     	|1000           	|  0.11325        	|  0.0084741      	|
on_train_end                       	|  0.055146       	|1              	|  0.055146       	|  0.0041263      	|
on_batch_start                     	|  5.1366e-05     	|1000           	|  0.051366       	|  0.0038434      	|
on_pretrain_routine_start          	|  0.04496        	|1              	|  0.04496        	|  0.0033641      	|
on_after_backward                  	|  4.3902e-05     	|1000           	|  0.043902       	|  0.003285       	|
on_before_zero_grad                	|  2.3927e-05     	|1000           	|  0.023927       	|  0.0017903      	|
configure_optimizers               	|  0.022063       	|1              	|  0.022063       	|  0.0016508      	|
on_before_optimizer_step           	|  1.7184e-05     	|1000           	|  0.017184       	|  0.0012858      	|
on_batch_end                       	|  1.7166e-05     	|1000           	|  0.017166       	|  0.0012844      	|
on_before_backward                 	|  1.6077e-05     	|1000           	|  0.016077       	|  0.0012029      	|
training_step_end                  	|  1.0768e-05     	|1000           	|  0.010768       	|  0.00080573     	|
on_epoch_end                       	|  1.2576e-05     	|500            	|  0.0062881      	|  0.0004705      	|
on_epoch_start                     	|  1.1213e-05     	|500            	|  0.0056065      	|  0.0004195      	|
on_train_start                     	|  0.0014262      	|1              	|  0.0014262      	|  0.00010671     	|
on_fit_end                         	|  5.94e-05       	|1              	|  5.94e-05       	|  4.4445e-06     	|
on_fit_start                       	|  4.1667e-05     	|1              	|  4.1667e-05     	|  3.1177e-06     	|
setup                              	|  2.5801e-05     	|1              	|  2.5801e-05     	|  1.9306e-06     	|
on_configure_sharded_model         	|  2.5272e-05     	|1              	|  2.5272e-05     	|  1.891e-06      	|
on_before_accelerator_backend_setup	|  2.2853e-05     	|1              	|  2.2853e-05     	|  1.7099e-06     	|
on_pretrain_routine_end            	|  2.0893e-05     	|1              	|  2.0893e-05     	|  1.5633e-06     	|
teardown                           	|  1.4843e-05     	|1              	|  1.4843e-05     	|  1.1106e-06     	|
on_train_dataloader                	|  1.1999e-05     	|1              	|  1.1999e-05     	|  8.9782e-07     	|
on_val_dataloader                  	|  1.136e-05      	|1              	|  1.136e-05      	|  8.5002e-07     	|
prepare_data                       	|  9.1065e-06     	|1              	|  9.1065e-06     	|  6.8138e-07     	|
configure_sharded_model            	|  8.8345e-06     	|1              	|  8.8345e-06     	|  6.6103e-07     	|
configure_callbacks                	|  7.9703e-06     	|1              	|  7.9703e-06     	|  5.9637e-07     	|
