FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  682.6          	|  100 %          	|
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run_training_epoch                 	|  3.9571         	|167            	|  660.84         	|  96.812         	|
run_training_batch                 	|  0.27956        	|1000           	|  279.56         	|  40.956         	|
optimizer_step_with_closure_0      	|  0.27683        	|1000           	|  276.83         	|  40.555         	|
training_step_and_backward         	|  0.21118        	|1000           	|  211.18         	|  30.937         	|
model_forward                      	|  0.11106        	|1000           	|  111.06         	|  16.27          	|
training_step                      	|  0.11087        	|1000           	|  110.87         	|  16.242         	|
backward                           	|  0.098589       	|1000           	|  98.589         	|  14.443         	|
get_train_batch                    	|  0.071291       	|1167           	|  83.196         	|  12.188         	|
fetch_next_train_batch             	|  0.071263       	|1167           	|  83.164         	|  12.183         	|
on_train_batch_end                 	|  0.001842       	|1000           	|  1.842          	|  0.26985        	|
zero_grad                          	|  0.0014966      	|1000           	|  1.4966         	|  0.21925        	|
training_batch_to_device           	|  0.00035957     	|1000           	|  0.35957        	|  0.052677       	|
on_train_batch_start               	|  0.00010009     	|1000           	|  0.10009        	|  0.014662       	|
on_train_epoch_start               	|  0.00033855     	|167            	|  0.056538       	|  0.0082828      	|
on_train_epoch_end                 	|  0.00033765     	|167            	|  0.056387       	|  0.0082606      	|
on_train_end                       	|  0.047464       	|1              	|  0.047464       	|  0.0069534      	|
configure_optimizers               	|  0.038656       	|1              	|  0.038656       	|  0.0056631      	|
on_batch_start                     	|  2.9369e-05     	|1000           	|  0.029369       	|  0.0043025      	|
on_pretrain_routine_start          	|  0.022998       	|1              	|  0.022998       	|  0.0033692      	|
on_after_backward                  	|  2.1478e-05     	|1000           	|  0.021478       	|  0.0031465      	|
on_before_zero_grad                	|  1.7873e-05     	|1000           	|  0.017873       	|  0.0026184      	|
on_batch_end                       	|  1.5293e-05     	|1000           	|  0.015293       	|  0.0022405      	|
on_before_optimizer_step           	|  1.3134e-05     	|1000           	|  0.013134       	|  0.0019242      	|
on_before_backward                 	|  1.1859e-05     	|1000           	|  0.011859       	|  0.0017373      	|
training_step_end                  	|  6.8478e-06     	|1000           	|  0.0068478      	|  0.0010032      	|
on_epoch_end                       	|  1.2599e-05     	|167            	|  0.002104       	|  0.00030824     	|
on_epoch_start                     	|  1.1816e-05     	|167            	|  0.0019732      	|  0.00028908     	|
on_train_start                     	|  0.0017157      	|1              	|  0.0017157      	|  0.00025135     	|
on_fit_end                         	|  0.00011272     	|1              	|  0.00011272     	|  1.6513e-05     	|
on_fit_start                       	|  4.2217e-05     	|1              	|  4.2217e-05     	|  6.1847e-06     	|
on_before_accelerator_backend_setup	|  4.0533e-05     	|1              	|  4.0533e-05     	|  5.938e-06      	|
on_pretrain_routine_end            	|  3.1078e-05     	|1              	|  3.1078e-05     	|  4.5529e-06     	|
setup                              	|  3.0003e-05     	|1              	|  3.0003e-05     	|  4.3955e-06     	|
on_configure_sharded_model         	|  2.617e-05      	|1              	|  2.617e-05      	|  3.8339e-06     	|
teardown                           	|  1.8476e-05     	|1              	|  1.8476e-05     	|  2.7067e-06     	|
configure_callbacks                	|  1.0479e-05     	|1              	|  1.0479e-05     	|  1.5352e-06     	|
prepare_data                       	|  1.0081e-05     	|1              	|  1.0081e-05     	|  1.4768e-06     	|
configure_sharded_model            	|  8.5812e-06     	|1              	|  8.5812e-06     	|  1.2571e-06     	|
on_val_dataloader                  	|  8.0038e-06     	|1              	|  8.0038e-06     	|  1.1725e-06     	|
on_train_dataloader                	|  6.4671e-06     	|1              	|  6.4671e-06     	|  9.4742e-07     	|
