FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1372.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.7113         	|500            	|  1355.7         	|  98.807         	|
run_training_batch                 	|  0.38479        	|1000           	|  384.79         	|  28.046         	|
optimizer_step_with_closure_0      	|  0.38056        	|1000           	|  380.56         	|  27.738         	|
training_step_and_backward         	|  0.27727        	|1000           	|  277.27         	|  20.209         	|
get_train_batch                    	|  0.10363        	|1500           	|  155.44         	|  11.33          	|
fetch_next_train_batch             	|  0.10359        	|1500           	|  155.38         	|  11.325         	|
model_forward                      	|  0.14281        	|1000           	|  142.81         	|  10.409         	|
training_step                      	|  0.14257        	|1000           	|  142.57         	|  10.391         	|
backward                           	|  0.13292        	|1000           	|  132.92         	|  9.6879         	|
on_train_batch_end                 	|  0.0023777      	|1000           	|  2.3777         	|  0.1733         	|
zero_grad                          	|  0.0014869      	|1000           	|  1.4869         	|  0.10837        	|
training_batch_to_device           	|  0.00062126     	|1000           	|  0.62126        	|  0.04528        	|
on_train_epoch_end                 	|  0.0003703      	|500            	|  0.18515        	|  0.013495       	|
on_train_epoch_start               	|  0.00036128     	|500            	|  0.18064        	|  0.013166       	|
on_train_batch_start               	|  0.00011134     	|1000           	|  0.11134        	|  0.008115       	|
on_batch_start                     	|  4.6195e-05     	|1000           	|  0.046195       	|  0.003367       	|
on_train_end                       	|  0.043479       	|1              	|  0.043479       	|  0.0031689      	|
on_after_backward                  	|  2.603e-05      	|1000           	|  0.02603        	|  0.0018972      	|
on_before_zero_grad                	|  2.3358e-05     	|1000           	|  0.023358       	|  0.0017024      	|
on_pretrain_routine_start          	|  0.021976       	|1              	|  0.021976       	|  0.0016017      	|
on_before_optimizer_step           	|  1.6336e-05     	|1000           	|  0.016336       	|  0.0011906      	|
on_batch_end                       	|  1.5858e-05     	|1000           	|  0.015858       	|  0.0011558      	|
on_before_backward                 	|  1.4969e-05     	|1000           	|  0.014969       	|  0.001091       	|
training_step_end                  	|  8.7224e-06     	|1000           	|  0.0087224      	|  0.00063574     	|
configure_optimizers               	|  0.0081376      	|1              	|  0.0081376      	|  0.00059311     	|
on_epoch_start                     	|  1.1808e-05     	|500            	|  0.0059038      	|  0.0004303      	|
on_epoch_end                       	|  1.162e-05      	|500            	|  0.00581        	|  0.00042347     	|
on_train_start                     	|  0.001738       	|1              	|  0.001738       	|  0.00012667     	|
on_fit_end                         	|  3.5962e-05     	|1              	|  3.5962e-05     	|  2.6211e-06     	|
on_before_accelerator_backend_setup	|  2.5123e-05     	|1              	|  2.5123e-05     	|  1.8311e-06     	|
setup                              	|  2.1802e-05     	|1              	|  2.1802e-05     	|  1.5891e-06     	|
on_configure_sharded_model         	|  1.9887e-05     	|1              	|  1.9887e-05     	|  1.4495e-06     	|
on_fit_start                       	|  1.9465e-05     	|1              	|  1.9465e-05     	|  1.4187e-06     	|
on_pretrain_routine_end            	|  1.6604e-05     	|1              	|  1.6604e-05     	|  1.2102e-06     	|
teardown                           	|  1.4316e-05     	|1              	|  1.4316e-05     	|  1.0434e-06     	|
on_val_dataloader                  	|  1.3422e-05     	|1              	|  1.3422e-05     	|  9.7828e-07     	|
configure_callbacks                	|  8.7284e-06     	|1              	|  8.7284e-06     	|  6.3617e-07     	|
prepare_data                       	|  8.6278e-06     	|1              	|  8.6278e-06     	|  6.2884e-07     	|
configure_sharded_model            	|  7.1786e-06     	|1              	|  7.1786e-06     	|  5.2322e-07     	|
on_train_dataloader                	|  5.2489e-06     	|1              	|  5.2489e-06     	|  3.8257e-07     	|
