FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1323.7         	|  100 %          	|
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run_training_epoch                 	|  2.6025         	|500            	|  1301.3         	|  98.306         	|
run_training_batch                 	|  0.27783        	|1000           	|  277.83         	|  20.99          	|
optimizer_step_with_closure_0      	|  0.27343        	|1000           	|  273.43         	|  20.657         	|
training_step_and_backward         	|  0.20533        	|1000           	|  205.33         	|  15.512         	|
get_train_batch                    	|  0.12085        	|1500           	|  181.28         	|  13.695         	|
fetch_next_train_batch             	|  0.12081        	|1500           	|  181.21         	|  13.69          	|
model_forward                      	|  0.11088        	|1000           	|  110.88         	|  8.3765         	|
training_step                      	|  0.11064        	|1000           	|  110.64         	|  8.3587         	|
backward                           	|  0.092816       	|1000           	|  92.816         	|  7.012          	|
on_train_batch_end                 	|  0.0025246      	|1000           	|  2.5246         	|  0.19073        	|
zero_grad                          	|  0.001589       	|1000           	|  1.589          	|  0.12005        	|
training_batch_to_device           	|  0.00073402     	|1000           	|  0.73402        	|  0.055453       	|
on_train_epoch_end                 	|  0.00035558     	|500            	|  0.17779        	|  0.013431       	|
on_train_epoch_start               	|  0.0003331      	|500            	|  0.16655        	|  0.012582       	|
on_train_batch_start               	|  0.00011461     	|1000           	|  0.11461        	|  0.0086582      	|
on_batch_start                     	|  5.4197e-05     	|1000           	|  0.054197       	|  0.0040944      	|
on_train_end                       	|  0.044906       	|1              	|  0.044906       	|  0.0033926      	|
on_after_backward                  	|  2.6164e-05     	|1000           	|  0.026164       	|  0.0019766      	|
on_before_zero_grad                	|  2.3184e-05     	|1000           	|  0.023184       	|  0.0017515      	|
on_pretrain_routine_start          	|  0.022704       	|1              	|  0.022704       	|  0.0017152      	|
on_batch_end                       	|  1.9914e-05     	|1000           	|  0.019914       	|  0.0015045      	|
on_before_optimizer_step           	|  1.9889e-05     	|1000           	|  0.019889       	|  0.0015025      	|
configure_optimizers               	|  0.015227       	|1              	|  0.015227       	|  0.0011503      	|
on_before_backward                 	|  1.3954e-05     	|1000           	|  0.013954       	|  0.0010542      	|
training_step_end                  	|  9.4803e-06     	|1000           	|  0.0094803      	|  0.00071621     	|
on_epoch_end                       	|  1.2435e-05     	|500            	|  0.0062177      	|  0.00046973     	|
on_epoch_start                     	|  1.1318e-05     	|500            	|  0.005659       	|  0.00042752     	|
on_train_start                     	|  0.0014244      	|1              	|  0.0014244      	|  0.00010761     	|
on_fit_start                       	|  4.4538e-05     	|1              	|  4.4538e-05     	|  3.3647e-06     	|
on_fit_end                         	|  3.9419e-05     	|1              	|  3.9419e-05     	|  2.978e-06      	|
on_pretrain_routine_end            	|  3.0478e-05     	|1              	|  3.0478e-05     	|  2.3026e-06     	|
on_before_accelerator_backend_setup	|  2.5108e-05     	|1              	|  2.5108e-05     	|  1.8969e-06     	|
on_configure_sharded_model         	|  2.3864e-05     	|1              	|  2.3864e-05     	|  1.8029e-06     	|
setup                              	|  2.2754e-05     	|1              	|  2.2754e-05     	|  1.719e-06      	|
teardown                           	|  1.6386e-05     	|1              	|  1.6386e-05     	|  1.2379e-06     	|
prepare_data                       	|  1.1697e-05     	|1              	|  1.1697e-05     	|  8.8371e-07     	|
configure_callbacks                	|  9.5889e-06     	|1              	|  9.5889e-06     	|  7.2441e-07     	|
on_val_dataloader                  	|  8.0857e-06     	|1              	|  8.0857e-06     	|  6.1086e-07     	|
configure_sharded_model            	|  7.9405e-06     	|1              	|  7.9405e-06     	|  5.9988e-07     	|
on_train_dataloader                	|  7.8194e-06     	|1              	|  7.8194e-06     	|  5.9073e-07     	|
