FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  506.92         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.7318         	|63             	|  487.1          	|  96.092         	|
run_training_batch                 	|  0.36595        	|1000           	|  365.95         	|  72.192         	|
optimizer_step_with_closure_0      	|  0.3634         	|1000           	|  363.4          	|  71.689         	|
training_step_and_backward         	|  0.26125        	|1000           	|  261.25         	|  51.537         	|
model_forward                      	|  0.13506        	|1000           	|  135.06         	|  26.644         	|
training_step                      	|  0.13488        	|1000           	|  134.88         	|  26.608         	|
backward                           	|  0.12477        	|1000           	|  124.77         	|  24.614         	|
get_train_batch                    	|  0.024864       	|1063           	|  26.43          	|  5.2139         	|
fetch_next_train_batch             	|  0.02484        	|1063           	|  26.405         	|  5.209          	|
on_train_batch_end                 	|  0.0017826      	|1000           	|  1.7826         	|  0.35165        	|
zero_grad                          	|  0.0013827      	|1000           	|  1.3827         	|  0.27277        	|
training_batch_to_device           	|  0.00033189     	|1000           	|  0.33189        	|  0.065472       	|
on_train_batch_start               	|  9.644e-05      	|1000           	|  0.09644        	|  0.019025       	|
on_train_end                       	|  0.043688       	|1              	|  0.043688       	|  0.0086185      	|
on_train_epoch_end                 	|  0.00036049     	|63             	|  0.022711       	|  0.0044803      	|
on_pretrain_routine_start          	|  0.021983       	|1              	|  0.021983       	|  0.0043367      	|
on_batch_start                     	|  2.1563e-05     	|1000           	|  0.021563       	|  0.0042538      	|
on_train_epoch_start               	|  0.00034031     	|63             	|  0.021439       	|  0.0042294      	|
on_after_backward                  	|  2.0986e-05     	|1000           	|  0.020986       	|  0.00414        	|
on_before_zero_grad                	|  1.697e-05      	|1000           	|  0.01697        	|  0.0033477      	|
on_batch_end                       	|  1.5849e-05     	|1000           	|  0.015849       	|  0.0031265      	|
on_before_backward                 	|  1.257e-05      	|1000           	|  0.01257        	|  0.0024797      	|
on_before_optimizer_step           	|  1.2503e-05     	|1000           	|  0.012503       	|  0.0024665      	|
configure_optimizers               	|  0.0093717      	|1              	|  0.0093717      	|  0.0018488      	|
training_step_end                  	|  6.7134e-06     	|1000           	|  0.0067134      	|  0.0013244      	|
on_train_start                     	|  0.0019148      	|1              	|  0.0019148      	|  0.00037774     	|
on_epoch_end                       	|  1.1499e-05     	|63             	|  0.00072446     	|  0.00014291     	|
on_epoch_start                     	|  1.1226e-05     	|63             	|  0.00070722     	|  0.00013952     	|
on_fit_end                         	|  5.6883e-05     	|1              	|  5.6883e-05     	|  1.1221e-05     	|
on_fit_start                       	|  4.6996e-05     	|1              	|  4.6996e-05     	|  9.271e-06      	|
on_before_accelerator_backend_setup	|  4.3409e-05     	|1              	|  4.3409e-05     	|  8.5633e-06     	|
on_configure_sharded_model         	|  3.0503e-05     	|1              	|  3.0503e-05     	|  6.0173e-06     	|
setup                              	|  2.6284e-05     	|1              	|  2.6284e-05     	|  5.185e-06      	|
configure_callbacks                	|  1.6887e-05     	|1              	|  1.6887e-05     	|  3.3313e-06     	|
teardown                           	|  1.3994e-05     	|1              	|  1.3994e-05     	|  2.7606e-06     	|
on_pretrain_routine_end            	|  1.1839e-05     	|1              	|  1.1839e-05     	|  2.3355e-06     	|
prepare_data                       	|  7.7877e-06     	|1              	|  7.7877e-06     	|  1.5363e-06     	|
on_train_dataloader                	|  7.4115e-06     	|1              	|  7.4115e-06     	|  1.4621e-06     	|
configure_sharded_model            	|  7.3984e-06     	|1              	|  7.3984e-06     	|  1.4595e-06     	|
on_val_dataloader                  	|  6.7633e-06     	|1              	|  6.7633e-06     	|  1.3342e-06     	|
