FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1575.2         	|  100 %          	|
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run_training_epoch                 	|  9.2928         	|167            	|  1551.9         	|  98.52          	|
run_training_batch                 	|  0.18814        	|8000           	|  1505.1         	|  95.55          	|
training_step_and_backward         	|  0.17775        	|8000           	|  1422.0         	|  90.274         	|
model_forward                      	|  0.09387        	|8000           	|  750.96         	|  47.674         	|
training_step                      	|  0.093733       	|8000           	|  749.87         	|  47.604         	|
backward                           	|  0.083692       	|8000           	|  669.53         	|  42.505         	|
optimizer_step_with_closure_0      	|  0.23793        	|1000           	|  237.93         	|  15.105         	|
get_train_batch                    	|  0.0033299      	|8167           	|  27.195         	|  1.7264         	|
fetch_next_train_batch             	|  0.0033124      	|8167           	|  27.052         	|  1.7174         	|
on_train_batch_end                 	|  0.0010785      	|8000           	|  8.6284         	|  0.54776        	|
training_batch_to_device           	|  0.00021861     	|8000           	|  1.7489         	|  0.11103        	|
zero_grad                          	|  0.0013625      	|1000           	|  1.3625         	|  0.086498       	|
on_train_batch_start               	|  9.0329e-05     	|8000           	|  0.72263        	|  0.045876       	|
on_batch_start                     	|  1.5478e-05     	|8000           	|  0.12382        	|  0.0078606      	|
on_batch_end                       	|  1.3358e-05     	|8000           	|  0.10686        	|  0.0067839      	|
on_before_backward                 	|  1.3209e-05     	|8000           	|  0.10568        	|  0.0067087      	|
on_after_backward                  	|  1.213e-05      	|8000           	|  0.097041       	|  0.0061605      	|
training_step_end                  	|  6.1681e-06     	|8000           	|  0.049345       	|  0.0031326      	|
on_train_epoch_start               	|  0.00028578     	|167            	|  0.047726       	|  0.0030298      	|
on_train_epoch_end                 	|  0.000252       	|167            	|  0.042084       	|  0.0026716      	|
on_train_end                       	|  0.025564       	|1              	|  0.025564       	|  0.0016229      	|
on_pretrain_routine_start          	|  0.022933       	|1              	|  0.022933       	|  0.0014559      	|
on_before_zero_grad                	|  1.6207e-05     	|1000           	|  0.016207       	|  0.0010289      	|
on_before_optimizer_step           	|  1.343e-05      	|1000           	|  0.01343        	|  0.00085256     	|
configure_optimizers               	|  0.008776       	|1              	|  0.008776       	|  0.00055713     	|
on_epoch_end                       	|  1.106e-05      	|167            	|  0.001847       	|  0.00011726     	|
on_epoch_start                     	|  1.0721e-05     	|167            	|  0.0017904      	|  0.00011366     	|
on_train_start                     	|  0.00077614     	|1              	|  0.00077614     	|  4.9272e-05     	|
on_before_accelerator_backend_setup	|  2.2161e-05     	|1              	|  2.2161e-05     	|  1.4069e-06     	|
on_fit_end                         	|  2.0969e-05     	|1              	|  2.0969e-05     	|  1.3312e-06     	|
on_fit_start                       	|  1.9036e-05     	|1              	|  1.9036e-05     	|  1.2085e-06     	|
on_configure_sharded_model         	|  1.4276e-05     	|1              	|  1.4276e-05     	|  9.0628e-07     	|
setup                              	|  1.3796e-05     	|1              	|  1.3796e-05     	|  8.7582e-07     	|
on_pretrain_routine_end            	|  1.077e-05      	|1              	|  1.077e-05      	|  6.8372e-07     	|
teardown                           	|  1.037e-05      	|1              	|  1.037e-05      	|  6.5833e-07     	|
prepare_data                       	|  9.577e-06      	|1              	|  9.577e-06      	|  6.0799e-07     	|
configure_callbacks                	|  6.862e-06      	|1              	|  6.862e-06      	|  4.3562e-07     	|
configure_sharded_model            	|  4.8799e-06     	|1              	|  4.8799e-06     	|  3.0979e-07     	|
on_val_dataloader                  	|  4.4079e-06     	|1              	|  4.4079e-06     	|  2.7983e-07     	|
on_train_dataloader                	|  4.2769e-06     	|1              	|  4.2769e-06     	|  2.7151e-07     	|
