FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1726.0         	|  100 %          	|
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run_training_epoch                 	|  3.4052         	|500            	|  1702.6         	|  98.645         	|
run_training_batch                 	|  0.20187        	|8000           	|  1615.0         	|  93.568         	|
training_step_and_backward         	|  0.1908         	|8000           	|  1526.4         	|  88.436         	|
model_forward                      	|  0.10684        	|8000           	|  854.69         	|  49.518         	|
training_step                      	|  0.1067         	|8000           	|  853.61         	|  49.456         	|
backward                           	|  0.083776       	|8000           	|  670.21         	|  38.83          	|
optimizer_step_with_closure_0      	|  0.2477         	|1000           	|  247.7          	|  14.351         	|
get_train_batch                    	|  0.0068016      	|8500           	|  57.814         	|  3.3496         	|
fetch_next_train_batch             	|  0.0067825      	|8500           	|  57.652         	|  3.3402         	|
on_train_batch_end                 	|  0.0011017      	|8000           	|  8.8137         	|  0.51064        	|
training_batch_to_device           	|  0.00023624     	|8000           	|  1.8899         	|  0.1095         	|
zero_grad                          	|  0.0013587      	|1000           	|  1.3587         	|  0.078719       	|
on_train_batch_start               	|  9.0506e-05     	|8000           	|  0.72404        	|  0.041949       	|
on_train_epoch_start               	|  0.00028646     	|500            	|  0.14323        	|  0.0082982      	|
on_batch_start                     	|  1.6667e-05     	|8000           	|  0.13334        	|  0.0077252      	|
on_train_epoch_end                 	|  0.00026332     	|500            	|  0.13166        	|  0.0076281      	|
on_before_backward                 	|  1.4202e-05     	|8000           	|  0.11361        	|  0.0065824      	|
on_batch_end                       	|  1.3371e-05     	|8000           	|  0.10697        	|  0.0061973      	|
on_after_backward                  	|  1.1768e-05     	|8000           	|  0.09414        	|  0.0054542      	|
training_step_end                  	|  6.4592e-06     	|8000           	|  0.051674       	|  0.0029938      	|
on_train_end                       	|  0.024603       	|1              	|  0.024603       	|  0.0014254      	|
on_pretrain_routine_start          	|  0.022919       	|1              	|  0.022919       	|  0.0013279      	|
on_before_zero_grad                	|  2.1952e-05     	|1000           	|  0.021952       	|  0.0012718      	|
on_before_optimizer_step           	|  1.5733e-05     	|1000           	|  0.015733       	|  0.00091155     	|
configure_optimizers               	|  0.008208       	|1              	|  0.008208       	|  0.00047555     	|
on_epoch_start                     	|  1.1102e-05     	|500            	|  0.0055508      	|  0.0003216      	|
on_epoch_end                       	|  1.0395e-05     	|500            	|  0.0051977      	|  0.00030114     	|
on_train_start                     	|  0.00073334     	|1              	|  0.00073334     	|  4.2488e-05     	|
on_fit_end                         	|  2.2943e-05     	|1              	|  2.2943e-05     	|  1.3292e-06     	|
on_before_accelerator_backend_setup	|  2.18e-05       	|1              	|  2.18e-05       	|  1.263e-06      	|
setup                              	|  1.9737e-05     	|1              	|  1.9737e-05     	|  1.1435e-06     	|
on_fit_start                       	|  1.6752e-05     	|1              	|  1.6752e-05     	|  9.7056e-07     	|
on_configure_sharded_model         	|  1.6571e-05     	|1              	|  1.6571e-05     	|  9.6008e-07     	|
teardown                           	|  1.0289e-05     	|1              	|  1.0289e-05     	|  5.9611e-07     	|
on_pretrain_routine_end            	|  9.688e-06      	|1              	|  9.688e-06      	|  5.6129e-07     	|
prepare_data                       	|  7.6151e-06     	|1              	|  7.6151e-06     	|  4.412e-07      	|
configure_callbacks                	|  5.941e-06      	|1              	|  5.941e-06      	|  3.4421e-07     	|
configure_sharded_model            	|  5.16e-06       	|1              	|  5.16e-06       	|  2.9896e-07     	|
on_val_dataloader                  	|  4.8489e-06     	|1              	|  4.8489e-06     	|  2.8093e-07     	|
on_train_dataloader                	|  4.058e-06      	|1              	|  4.058e-06      	|  2.3511e-07     	|
