FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  546.37         	|  100 %          	|
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run_training_epoch                 	|  8.2844         	|63             	|  521.92         	|  95.524         	|
run_training_batch                 	|  0.38213        	|1000           	|  382.13         	|  69.938         	|
optimizer_step_with_closure_0      	|  0.379          	|1000           	|  379.0          	|  69.366         	|
training_step_and_backward         	|  0.27257        	|1000           	|  272.57         	|  49.888         	|
model_forward                      	|  0.13855        	|1000           	|  138.55         	|  25.359         	|
training_step                      	|  0.13836        	|1000           	|  138.36         	|  25.324         	|
backward                           	|  0.13244        	|1000           	|  132.44         	|  24.24          	|
get_train_batch                    	|  0.029078       	|1063           	|  30.91          	|  5.6573         	|
fetch_next_train_batch             	|  0.029053       	|1063           	|  30.884         	|  5.6525         	|
on_train_batch_end                 	|  0.0021929      	|1000           	|  2.1929         	|  0.40136        	|
zero_grad                          	|  0.0015483      	|1000           	|  1.5483         	|  0.28338        	|
training_batch_to_device           	|  0.00030889     	|1000           	|  0.30889        	|  0.056534       	|
on_train_batch_start               	|  9.9448e-05     	|1000           	|  0.099448       	|  0.018201       	|
on_train_end                       	|  0.04709        	|1              	|  0.04709        	|  0.0086187      	|
on_train_epoch_end                 	|  0.0004441      	|63             	|  0.027978       	|  0.0051207      	|
on_after_backward                  	|  2.5195e-05     	|1000           	|  0.025195       	|  0.0046114      	|
on_train_epoch_start               	|  0.00039928     	|63             	|  0.025154       	|  0.0046039      	|
on_pretrain_routine_start          	|  0.023513       	|1              	|  0.023513       	|  0.0043034      	|
on_batch_start                     	|  2.3428e-05     	|1000           	|  0.023428       	|  0.0042878      	|
on_before_zero_grad                	|  1.8208e-05     	|1000           	|  0.018208       	|  0.0033325      	|
on_batch_end                       	|  1.6039e-05     	|1000           	|  0.016039       	|  0.0029355      	|
on_before_optimizer_step           	|  1.3907e-05     	|1000           	|  0.013907       	|  0.0025454      	|
on_before_backward                 	|  1.3861e-05     	|1000           	|  0.013861       	|  0.0025369      	|
configure_optimizers               	|  0.010887       	|1              	|  0.010887       	|  0.0019925      	|
training_step_end                  	|  7.4007e-06     	|1000           	|  0.0074007      	|  0.0013545      	|
on_train_start                     	|  0.0020601      	|1              	|  0.0020601      	|  0.00037704     	|
on_epoch_end                       	|  1.1902e-05     	|63             	|  0.00074983     	|  0.00013724     	|
on_epoch_start                     	|  1.1895e-05     	|63             	|  0.00074936     	|  0.00013715     	|
on_fit_start                       	|  4.5e-05        	|1              	|  4.5e-05        	|  8.236e-06      	|
on_before_accelerator_backend_setup	|  4.0768e-05     	|1              	|  4.0768e-05     	|  7.4615e-06     	|
on_configure_sharded_model         	|  3.6268e-05     	|1              	|  3.6268e-05     	|  6.6379e-06     	|
on_fit_end                         	|  3.5996e-05     	|1              	|  3.5996e-05     	|  6.5881e-06     	|
setup                              	|  2.7006e-05     	|1              	|  2.7006e-05     	|  4.9429e-06     	|
configure_callbacks                	|  2.012e-05      	|1              	|  2.012e-05      	|  3.6825e-06     	|
teardown                           	|  1.9876e-05     	|1              	|  1.9876e-05     	|  3.6378e-06     	|
on_pretrain_routine_end            	|  1.6214e-05     	|1              	|  1.6214e-05     	|  2.9676e-06     	|
prepare_data                       	|  1.1427e-05     	|1              	|  1.1427e-05     	|  2.0915e-06     	|
configure_sharded_model            	|  7.4897e-06     	|1              	|  7.4897e-06     	|  1.3708e-06     	|
on_val_dataloader                  	|  7.2978e-06     	|1              	|  7.2978e-06     	|  1.3357e-06     	|
on_train_dataloader                	|  5.8208e-06     	|1              	|  5.8208e-06     	|  1.0653e-06     	|
