FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  442.61         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.0938         	|200            	|  418.77         	|  94.614         	|
run_training_batch                 	|  0.34613        	|1000           	|  346.13         	|  78.202         	|
optimizer_step_with_closure_0      	|  0.34346        	|1000           	|  343.46         	|  77.599         	|
training_step_and_backward         	|  0.26551        	|1000           	|  265.51         	|  59.988         	|
model_forward                      	|  0.15789        	|1000           	|  157.89         	|  35.673         	|
training_step                      	|  0.15774        	|1000           	|  157.74         	|  35.639         	|
backward                           	|  0.10623        	|1000           	|  106.23         	|  24.002         	|
get_train_batch                    	|  0.016622       	|1200           	|  19.947         	|  4.5066         	|
fetch_next_train_batch             	|  0.016597       	|1200           	|  19.917         	|  4.4998         	|
zero_grad                          	|  0.001355       	|1000           	|  1.355          	|  0.30615        	|
on_train_batch_end                 	|  0.0012501      	|1000           	|  1.2501         	|  0.28245        	|
training_batch_to_device           	|  0.00034365     	|1000           	|  0.34365        	|  0.077643       	|
on_train_batch_start               	|  9.7134e-05     	|1000           	|  0.097134       	|  0.021946       	|
on_train_epoch_start               	|  0.00027565     	|200            	|  0.05513        	|  0.012456       	|
on_train_epoch_end                 	|  0.00024785     	|200            	|  0.049571       	|  0.0112         	|
on_train_end                       	|  0.023999       	|1              	|  0.023999       	|  0.0054222      	|
on_batch_start                     	|  2.3231e-05     	|1000           	|  0.023231       	|  0.0052485      	|
on_pretrain_routine_start          	|  0.023028       	|1              	|  0.023028       	|  0.0052028      	|
on_before_zero_grad                	|  1.6362e-05     	|1000           	|  0.016362       	|  0.0036967      	|
on_batch_end                       	|  1.3423e-05     	|1000           	|  0.013423       	|  0.0030326      	|
on_after_backward                  	|  1.202e-05      	|1000           	|  0.01202        	|  0.0027157      	|
on_before_optimizer_step           	|  1.1327e-05     	|1000           	|  0.011327       	|  0.002559       	|
on_before_backward                 	|  1.073e-05      	|1000           	|  0.01073        	|  0.0024243      	|
configure_optimizers               	|  0.008604       	|1              	|  0.008604       	|  0.0019439      	|
training_step_end                  	|  6.9955e-06     	|1000           	|  0.0069955      	|  0.0015805      	|
on_epoch_start                     	|  1.0852e-05     	|200            	|  0.0021704      	|  0.00049037     	|
on_epoch_end                       	|  1.0227e-05     	|200            	|  0.0020454      	|  0.00046211     	|
on_train_start                     	|  0.0007847      	|1              	|  0.0007847      	|  0.00017729     	|
on_before_accelerator_backend_setup	|  2.0719e-05     	|1              	|  2.0719e-05     	|  4.6811e-06     	|
on_fit_end                         	|  2.0398e-05     	|1              	|  2.0398e-05     	|  4.6086e-06     	|
on_fit_start                       	|  1.7834e-05     	|1              	|  1.7834e-05     	|  4.0293e-06     	|
setup                              	|  1.3485e-05     	|1              	|  1.3485e-05     	|  3.0467e-06     	|
on_configure_sharded_model         	|  1.3255e-05     	|1              	|  1.3255e-05     	|  2.9947e-06     	|
teardown                           	|  1.035e-05      	|1              	|  1.035e-05      	|  2.3384e-06     	|
on_pretrain_routine_end            	|  9.438e-06      	|1              	|  9.438e-06      	|  2.1324e-06     	|
prepare_data                       	|  8.416e-06      	|1              	|  8.416e-06      	|  1.9015e-06     	|
configure_callbacks                	|  4.9899e-06     	|1              	|  4.9899e-06     	|  1.1274e-06     	|
on_val_dataloader                  	|  4.809e-06      	|1              	|  4.809e-06      	|  1.0865e-06     	|
configure_sharded_model            	|  4.268e-06      	|1              	|  4.268e-06      	|  9.6428e-07     	|
on_train_dataloader                	|  4.078e-06      	|1              	|  4.078e-06      	|  9.2136e-07     	|
