FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  520.86         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.99536        	|500            	|  497.68         	|  95.55          	|
run_training_batch                 	|  0.34304        	|1000           	|  343.04         	|  65.861         	|
optimizer_step_with_closure_0      	|  0.34031        	|1000           	|  340.31         	|  65.337         	|
training_step_and_backward         	|  0.25525        	|1000           	|  255.25         	|  49.006         	|
model_forward                      	|  0.15863        	|1000           	|  158.63         	|  30.455         	|
training_step                      	|  0.15846        	|1000           	|  158.46         	|  30.423         	|
backward                           	|  0.095213       	|1000           	|  95.213         	|  18.28          	|
get_train_batch                    	|  0.029713       	|1500           	|  44.57          	|  8.557          	|
fetch_next_train_batch             	|  0.02968        	|1500           	|  44.52          	|  8.5475         	|
zero_grad                          	|  0.0013776      	|1000           	|  1.3776         	|  0.26449        	|
on_train_batch_end                 	|  0.0013286      	|1000           	|  1.3286         	|  0.25507        	|
training_batch_to_device           	|  0.00059331     	|1000           	|  0.59331        	|  0.11391        	|
on_train_epoch_start               	|  0.0002776      	|500            	|  0.1388         	|  0.026648       	|
on_train_epoch_end                 	|  0.00027299     	|500            	|  0.13649        	|  0.026206       	|
on_train_batch_start               	|  0.00010627     	|1000           	|  0.10627        	|  0.020403       	|
on_batch_start                     	|  3.5962e-05     	|1000           	|  0.035962       	|  0.0069044      	|
on_train_end                       	|  0.023758       	|1              	|  0.023758       	|  0.0045613      	|
on_pretrain_routine_start          	|  0.022212       	|1              	|  0.022212       	|  0.0042645      	|
on_before_zero_grad                	|  2.1025e-05     	|1000           	|  0.021025       	|  0.0040366      	|
on_batch_end                       	|  1.3682e-05     	|1000           	|  0.013682       	|  0.0026268      	|
on_before_backward                 	|  1.2862e-05     	|1000           	|  0.012862       	|  0.0024693      	|
on_before_optimizer_step           	|  1.2396e-05     	|1000           	|  0.012396       	|  0.00238        	|
on_after_backward                  	|  1.1147e-05     	|1000           	|  0.011147       	|  0.0021401      	|
configure_optimizers               	|  0.0081173      	|1              	|  0.0081173      	|  0.0015584      	|
training_step_end                  	|  7.4779e-06     	|1000           	|  0.0074779      	|  0.0014357      	|
on_epoch_start                     	|  1.0382e-05     	|500            	|  0.0051912      	|  0.00099666     	|
on_epoch_end                       	|  1.0054e-05     	|500            	|  0.0050271      	|  0.00096515     	|
on_train_start                     	|  0.00073896     	|1              	|  0.00073896     	|  0.00014187     	|
on_fit_end                         	|  2.2712e-05     	|1              	|  2.2712e-05     	|  4.3605e-06     	|
on_before_accelerator_backend_setup	|  2.2091e-05     	|1              	|  2.2091e-05     	|  4.2413e-06     	|
on_fit_start                       	|  1.611e-05      	|1              	|  1.611e-05      	|  3.093e-06      	|
on_configure_sharded_model         	|  1.3225e-05     	|1              	|  1.3225e-05     	|  2.5391e-06     	|
setup                              	|  1.2874e-05     	|1              	|  1.2874e-05     	|  2.4717e-06     	|
teardown                           	|  1.1451e-05     	|1              	|  1.1451e-05     	|  2.1985e-06     	|
on_pretrain_routine_end            	|  1.0509e-05     	|1              	|  1.0509e-05     	|  2.0176e-06     	|
prepare_data                       	|  7.6951e-06     	|1              	|  7.6951e-06     	|  1.4774e-06     	|
configure_callbacks                	|  5.17e-06       	|1              	|  5.17e-06       	|  9.9259e-07     	|
on_val_dataloader                  	|  4.518e-06      	|1              	|  4.518e-06      	|  8.6741e-07     	|
configure_sharded_model            	|  4.328e-06      	|1              	|  4.328e-06      	|  8.3093e-07     	|
on_train_dataloader                	|  4.328e-06      	|1              	|  4.328e-06      	|  8.3093e-07     	|
