FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1748.5         	|  100 %          	|
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run_training_epoch                 	|  3.4497         	|500            	|  1724.9         	|  98.649         	|
run_training_batch                 	|  0.20467        	|8000           	|  1637.4         	|  93.646         	|
training_step_and_backward         	|  0.19354        	|8000           	|  1548.3         	|  88.55          	|
model_forward                      	|  0.10794        	|8000           	|  863.49         	|  49.384         	|
training_step                      	|  0.1078         	|8000           	|  862.41         	|  49.323         	|
backward                           	|  0.085404       	|8000           	|  683.23         	|  39.076         	|
optimizer_step_with_closure_0      	|  0.25244        	|1000           	|  252.44         	|  14.438         	|
get_train_batch                    	|  0.0067823      	|8500           	|  57.65          	|  3.2971         	|
fetch_next_train_batch             	|  0.0067633      	|8500           	|  57.488         	|  3.2879         	|
on_train_batch_end                 	|  0.0010933      	|8000           	|  8.7467         	|  0.50024        	|
training_batch_to_device           	|  0.00023467     	|8000           	|  1.8773         	|  0.10737        	|
zero_grad                          	|  0.0014304      	|1000           	|  1.4304         	|  0.081809       	|
on_train_batch_start               	|  9.2122e-05     	|8000           	|  0.73698        	|  0.042149       	|
on_train_epoch_start               	|  0.0002841      	|500            	|  0.14205        	|  0.0081242      	|
on_batch_start                     	|  1.7433e-05     	|8000           	|  0.13947        	|  0.0079763      	|
on_train_epoch_end                 	|  0.00026571     	|500            	|  0.13286        	|  0.0075983      	|
on_before_backward                 	|  1.3481e-05     	|8000           	|  0.10785        	|  0.0061682      	|
on_batch_end                       	|  1.3197e-05     	|8000           	|  0.10558        	|  0.0060382      	|
on_after_backward                  	|  1.156e-05      	|8000           	|  0.092484       	|  0.0052893      	|
training_step_end                  	|  6.1732e-06     	|8000           	|  0.049386       	|  0.0028245      	|
on_train_end                       	|  0.024007       	|1              	|  0.024007       	|  0.001373       	|
on_pretrain_routine_start          	|  0.02274        	|1              	|  0.02274        	|  0.0013005      	|
on_before_zero_grad                	|  2.1268e-05     	|1000           	|  0.021268       	|  0.0012163      	|
on_before_optimizer_step           	|  1.8e-05        	|1000           	|  0.018          	|  0.0010294      	|
configure_optimizers               	|  0.0081387      	|1              	|  0.0081387      	|  0.00046547     	|
on_epoch_start                     	|  1.1001e-05     	|500            	|  0.0055006      	|  0.00031459     	|
on_epoch_end                       	|  1.0489e-05     	|500            	|  0.0052445      	|  0.00029994     	|
on_train_start                     	|  0.00071269     	|1              	|  0.00071269     	|  4.076e-05      	|
on_fit_end                         	|  2.4145e-05     	|1              	|  2.4145e-05     	|  1.3809e-06     	|
setup                              	|  2.2162e-05     	|1              	|  2.2162e-05     	|  1.2675e-06     	|
on_before_accelerator_backend_setup	|  2.0488e-05     	|1              	|  2.0488e-05     	|  1.1718e-06     	|
on_fit_start                       	|  1.6651e-05     	|1              	|  1.6651e-05     	|  9.523e-07      	|
on_configure_sharded_model         	|  1.4968e-05     	|1              	|  1.4968e-05     	|  8.5605e-07     	|
teardown                           	|  1.04e-05       	|1              	|  1.04e-05       	|  5.9479e-07     	|
on_pretrain_routine_end            	|  9.357e-06      	|1              	|  9.357e-06      	|  5.3515e-07     	|
configure_callbacks                	|  8.1561e-06     	|1              	|  8.1561e-06     	|  4.6646e-07     	|
prepare_data                       	|  7.474e-06      	|1              	|  7.474e-06      	|  4.2745e-07     	|
configure_sharded_model            	|  4.6691e-06     	|1              	|  4.6691e-06     	|  2.6703e-07     	|
on_val_dataloader                  	|  4.619e-06      	|1              	|  4.619e-06      	|  2.6417e-07     	|
on_train_dataloader                	|  4.228e-06      	|1              	|  4.228e-06      	|  2.4181e-07     	|
