FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  603.99         	|  100 %          	|
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run_training_epoch                 	|  3.5028         	|167            	|  584.96         	|  96.85          	|
run_training_batch                 	|  0.26649        	|1000           	|  266.49         	|  44.122         	|
optimizer_step_with_closure_0      	|  0.26281        	|1000           	|  262.81         	|  43.513         	|
training_step_and_backward         	|  0.19628        	|1000           	|  196.28         	|  32.498         	|
model_forward                      	|  0.099924       	|1000           	|  99.924         	|  16.544         	|
training_step                      	|  0.099747       	|1000           	|  99.747         	|  16.515         	|
backward                           	|  0.094847       	|1000           	|  94.847         	|  15.703         	|
get_train_batch                    	|  0.060903       	|1167           	|  71.074         	|  11.767         	|
fetch_next_train_batch             	|  0.060876       	|1167           	|  71.043         	|  11.762         	|
on_train_batch_end                 	|  0.0018793      	|1000           	|  1.8793         	|  0.31116        	|
zero_grad                          	|  0.0014797      	|1000           	|  1.4797         	|  0.24499        	|
training_batch_to_device           	|  0.00047188     	|1000           	|  0.47188        	|  0.078127       	|
on_train_batch_start               	|  9.8415e-05     	|1000           	|  0.098415       	|  0.016294       	|
on_train_epoch_start               	|  0.00033684     	|167            	|  0.056252       	|  0.0093135      	|
on_train_epoch_end                 	|  0.00031691     	|167            	|  0.052924       	|  0.0087625      	|
on_train_end                       	|  0.04266        	|1              	|  0.04266        	|  0.0070631      	|
on_batch_start                     	|  2.6821e-05     	|1000           	|  0.026821       	|  0.0044407      	|
on_pretrain_routine_start          	|  0.021995       	|1              	|  0.021995       	|  0.0036416      	|
on_batch_end                       	|  1.958e-05      	|1000           	|  0.01958        	|  0.0032418      	|
on_after_backward                  	|  1.7517e-05     	|1000           	|  0.017517       	|  0.0029002      	|
on_before_zero_grad                	|  1.6049e-05     	|1000           	|  0.016049       	|  0.0026572      	|
on_before_optimizer_step           	|  1.2262e-05     	|1000           	|  0.012262       	|  0.0020302      	|
on_before_backward                 	|  1.1291e-05     	|1000           	|  0.011291       	|  0.0018695      	|
configure_optimizers               	|  0.010787       	|1              	|  0.010787       	|  0.0017859      	|
training_step_end                  	|  6.7765e-06     	|1000           	|  0.0067765      	|  0.001122       	|
on_epoch_start                     	|  1.0854e-05     	|167            	|  0.0018127      	|  0.00030011     	|
on_epoch_end                       	|  1.0634e-05     	|167            	|  0.0017758      	|  0.00029402     	|
on_train_start                     	|  0.00177        	|1              	|  0.00177        	|  0.00029306     	|
on_fit_end                         	|  5.1005e-05     	|1              	|  5.1005e-05     	|  8.4447e-06     	|
on_fit_start                       	|  4.065e-05      	|1              	|  4.065e-05      	|  6.7303e-06     	|
setup                              	|  3.5841e-05     	|1              	|  3.5841e-05     	|  5.9341e-06     	|
on_before_accelerator_backend_setup	|  2.6239e-05     	|1              	|  2.6239e-05     	|  4.3443e-06     	|
on_configure_sharded_model         	|  2.3998e-05     	|1              	|  2.3998e-05     	|  3.9733e-06     	|
teardown                           	|  1.6652e-05     	|1              	|  1.6652e-05     	|  2.757e-06      	|
on_pretrain_routine_end            	|  1.1289e-05     	|1              	|  1.1289e-05     	|  1.8692e-06     	|
configure_callbacks                	|  9.9856e-06     	|1              	|  9.9856e-06     	|  1.6533e-06     	|
configure_sharded_model            	|  8.0802e-06     	|1              	|  8.0802e-06     	|  1.3378e-06     	|
on_train_dataloader                	|  7.9889e-06     	|1              	|  7.9889e-06     	|  1.3227e-06     	|
prepare_data                       	|  7.743e-06      	|1              	|  7.743e-06      	|  1.282e-06      	|
on_val_dataloader                  	|  5.9195e-06     	|1              	|  5.9195e-06     	|  9.8007e-07     	|
