FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  622.58         	|  100 %          	|
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run_training_epoch                 	|  3.6044         	|167            	|  601.93         	|  96.683         	|
run_training_batch                 	|  0.24406        	|1000           	|  244.06         	|  39.202         	|
optimizer_step_with_closure_0      	|  0.24188        	|1000           	|  241.88         	|  38.852         	|
training_step_and_backward         	|  0.1813         	|1000           	|  181.3          	|  29.121         	|
model_forward                      	|  0.094085       	|1000           	|  94.085         	|  15.112         	|
training_step                      	|  0.093913       	|1000           	|  93.913         	|  15.084         	|
backward                           	|  0.085883       	|1000           	|  85.883         	|  13.795         	|
get_train_batch                    	|  0.065129       	|1167           	|  76.006         	|  12.208         	|
fetch_next_train_batch             	|  0.065102       	|1167           	|  75.974         	|  12.203         	|
on_train_batch_end                 	|  0.0016156      	|1000           	|  1.6156         	|  0.2595         	|
zero_grad                          	|  0.0012907      	|1000           	|  1.2907         	|  0.20732        	|
training_batch_to_device           	|  0.00041447     	|1000           	|  0.41447        	|  0.066573       	|
on_train_batch_start               	|  9.4332e-05     	|1000           	|  0.094332       	|  0.015152       	|
on_train_epoch_start               	|  0.00031528     	|167            	|  0.052653       	|  0.0084571      	|
on_train_epoch_end                 	|  0.00030625     	|167            	|  0.051144       	|  0.0082149      	|
on_train_end                       	|  0.043756       	|1              	|  0.043756       	|  0.0070282      	|
on_batch_start                     	|  2.7687e-05     	|1000           	|  0.027687       	|  0.0044471      	|
on_pretrain_routine_start          	|  0.024248       	|1              	|  0.024248       	|  0.0038948      	|
on_after_backward                  	|  1.8149e-05     	|1000           	|  0.018149       	|  0.0029151      	|
on_before_zero_grad                	|  1.6005e-05     	|1000           	|  0.016005       	|  0.0025707      	|
on_batch_end                       	|  1.4297e-05     	|1000           	|  0.014297       	|  0.0022964      	|
on_before_optimizer_step           	|  1.2109e-05     	|1000           	|  0.012109       	|  0.0019449      	|
on_before_backward                 	|  1.1529e-05     	|1000           	|  0.011529       	|  0.0018518      	|
configure_optimizers               	|  0.010676       	|1              	|  0.010676       	|  0.0017149      	|
training_step_end                  	|  6.7089e-06     	|1000           	|  0.0067089      	|  0.0010776      	|
on_epoch_end                       	|  1.1289e-05     	|167            	|  0.0018853      	|  0.00030283     	|
on_train_start                     	|  0.0017597      	|1              	|  0.0017597      	|  0.00028265     	|
on_epoch_start                     	|  1.0357e-05     	|167            	|  0.0017297      	|  0.00027783     	|
on_fit_start                       	|  4.361e-05      	|1              	|  4.361e-05      	|  7.0047e-06     	|
on_fit_end                         	|  3.3803e-05     	|1              	|  3.3803e-05     	|  5.4295e-06     	|
on_before_accelerator_backend_setup	|  2.5755e-05     	|1              	|  2.5755e-05     	|  4.1368e-06     	|
setup                              	|  2.2963e-05     	|1              	|  2.2963e-05     	|  3.6883e-06     	|
on_configure_sharded_model         	|  2.0608e-05     	|1              	|  2.0608e-05     	|  3.3101e-06     	|
teardown                           	|  1.4592e-05     	|1              	|  1.4592e-05     	|  2.3438e-06     	|
on_pretrain_routine_end            	|  1.1601e-05     	|1              	|  1.1601e-05     	|  1.8633e-06     	|
configure_callbacks                	|  9.7137e-06     	|1              	|  9.7137e-06     	|  1.5602e-06     	|
prepare_data                       	|  7.9926e-06     	|1              	|  7.9926e-06     	|  1.2838e-06     	|
on_train_dataloader                	|  7.8734e-06     	|1              	|  7.8734e-06     	|  1.2646e-06     	|
configure_sharded_model            	|  7.1805e-06     	|1              	|  7.1805e-06     	|  1.1533e-06     	|
on_val_dataloader                  	|  7.1432e-06     	|1              	|  7.1432e-06     	|  1.1474e-06     	|
