FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1577.7         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  74.023         	|21             	|  1554.5         	|  98.529         	|
run_training_batch                 	|  0.19056        	|8000           	|  1524.5         	|  96.629         	|
training_step_and_backward         	|  0.1799         	|8000           	|  1439.2         	|  91.223         	|
model_forward                      	|  0.098594       	|8000           	|  788.75         	|  49.994         	|
training_step                      	|  0.098462       	|8000           	|  787.69         	|  49.927         	|
backward                           	|  0.081128       	|8000           	|  649.02         	|  41.137         	|
optimizer_step_with_closure_0      	|  0.24099        	|1000           	|  240.99         	|  15.275         	|
get_train_batch                    	|  0.0018061      	|8021           	|  14.487         	|  0.91821        	|
fetch_next_train_batch             	|  0.0017899      	|8021           	|  14.357         	|  0.90998        	|
on_train_batch_end                 	|  0.0010761      	|8000           	|  8.6091         	|  0.54568        	|
training_batch_to_device           	|  0.00020871     	|8000           	|  1.6697         	|  0.10583        	|
zero_grad                          	|  0.001296       	|1000           	|  1.296          	|  0.082145       	|
on_train_batch_start               	|  8.9312e-05     	|8000           	|  0.71449        	|  0.045287       	|
on_batch_start                     	|  1.521e-05      	|8000           	|  0.12168        	|  0.0077127      	|
on_before_backward                 	|  1.2854e-05     	|8000           	|  0.10283        	|  0.0065177      	|
on_batch_end                       	|  1.285e-05      	|8000           	|  0.1028         	|  0.0065159      	|
on_after_backward                  	|  1.1998e-05     	|8000           	|  0.095984       	|  0.0060838      	|
training_step_end                  	|  5.7866e-06     	|8000           	|  0.046293       	|  0.0029342      	|
on_train_end                       	|  0.02569        	|1              	|  0.02569        	|  0.0016284      	|
on_pretrain_routine_start          	|  0.022924       	|1              	|  0.022924       	|  0.001453       	|
on_before_zero_grad                	|  1.4111e-05     	|1000           	|  0.014111       	|  0.00089439     	|
on_before_optimizer_step           	|  1.1629e-05     	|1000           	|  0.011629       	|  0.00073709     	|
configure_optimizers               	|  0.0081399      	|1              	|  0.0081399      	|  0.00051594     	|
on_train_epoch_start               	|  0.00029834     	|21             	|  0.0062651      	|  0.0003971      	|
on_train_epoch_end                 	|  0.00027015     	|21             	|  0.0056731      	|  0.00035958     	|
on_train_start                     	|  0.00067395     	|1              	|  0.00067395     	|  4.2718e-05     	|
on_epoch_start                     	|  1.117e-05      	|21             	|  0.00023457     	|  1.4868e-05     	|
on_epoch_end                       	|  1.0722e-05     	|21             	|  0.00022516     	|  1.4272e-05     	|
on_before_accelerator_backend_setup	|  2.136e-05      	|1              	|  2.136e-05      	|  1.3539e-06     	|
on_fit_end                         	|  2.102e-05      	|1              	|  2.102e-05      	|  1.3323e-06     	|
on_fit_start                       	|  1.7112e-05     	|1              	|  1.7112e-05     	|  1.0846e-06     	|
on_configure_sharded_model         	|  1.3766e-05     	|1              	|  1.3766e-05     	|  8.7255e-07     	|
setup                              	|  1.3295e-05     	|1              	|  1.3295e-05     	|  8.4269e-07     	|
teardown                           	|  1.0359e-05     	|1              	|  1.0359e-05     	|  6.566e-07      	|
on_pretrain_routine_end            	|  1.025e-05      	|1              	|  1.025e-05      	|  6.4969e-07     	|
prepare_data                       	|  8.255e-06      	|1              	|  8.255e-06      	|  5.2323e-07     	|
configure_callbacks                	|  6.7032e-06     	|1              	|  6.7032e-06     	|  4.2487e-07     	|
on_val_dataloader                  	|  4.549e-06      	|1              	|  4.549e-06      	|  2.8834e-07     	|
on_train_dataloader                	|  4.5379e-06     	|1              	|  4.5379e-06     	|  2.8763e-07     	|
configure_sharded_model            	|  4.2368e-06     	|1              	|  4.2368e-06     	|  2.6855e-07     	|
