FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  472.63         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.1503         	|63             	|  450.47         	|  95.31          	|
run_training_batch                 	|  0.29768        	|1000           	|  297.68         	|  62.984         	|
optimizer_step_with_closure_0      	|  0.2938         	|1000           	|  293.8          	|  62.161         	|
training_step_and_backward         	|  0.22544        	|1000           	|  225.44         	|  47.699         	|
model_forward                      	|  0.11201        	|1000           	|  112.01         	|  23.699         	|
training_step                      	|  0.1118         	|1000           	|  111.8          	|  23.654         	|
backward                           	|  0.1117         	|1000           	|  111.7          	|  23.634         	|
get_train_batch                    	|  0.02992        	|1063           	|  31.805         	|  6.7293         	|
fetch_next_train_batch             	|  0.029894       	|1063           	|  31.778         	|  6.7235         	|
on_train_batch_end                 	|  0.0024485      	|1000           	|  2.4485         	|  0.51805        	|
zero_grad                          	|  0.0016889      	|1000           	|  1.6889         	|  0.35733        	|
training_batch_to_device           	|  0.0002878      	|1000           	|  0.2878         	|  0.060892       	|
on_train_batch_start               	|  0.00010364     	|1000           	|  0.10364        	|  0.021929       	|
on_train_end                       	|  0.057709       	|1              	|  0.057709       	|  0.01221        	|
on_after_backward                  	|  2.8568e-05     	|1000           	|  0.028568       	|  0.0060445      	|
on_train_epoch_end                 	|  0.000403       	|63             	|  0.025389       	|  0.0053718      	|
on_train_epoch_start               	|  0.00038117     	|63             	|  0.024014       	|  0.0050808      	|
on_batch_start                     	|  2.3745e-05     	|1000           	|  0.023745       	|  0.005024       	|
on_pretrain_routine_start          	|  0.022448       	|1              	|  0.022448       	|  0.0047496      	|
on_before_zero_grad                	|  1.9931e-05     	|1000           	|  0.019931       	|  0.0042171      	|
on_batch_end                       	|  1.7344e-05     	|1000           	|  0.017344       	|  0.0036697      	|
configure_optimizers               	|  0.016788       	|1              	|  0.016788       	|  0.003552       	|
on_before_backward                 	|  1.4731e-05     	|1000           	|  0.014731       	|  0.0031167      	|
on_before_optimizer_step           	|  1.4265e-05     	|1000           	|  0.014265       	|  0.0030181      	|
training_step_end                  	|  8.1046e-06     	|1000           	|  0.0081046      	|  0.0017148      	|
on_train_start                     	|  0.0011105      	|1              	|  0.0011105      	|  0.00023496     	|
on_epoch_start                     	|  1.2997e-05     	|63             	|  0.00081879     	|  0.00017324     	|
on_epoch_end                       	|  1.295e-05      	|63             	|  0.00081585     	|  0.00017262     	|
on_fit_end                         	|  9.3624e-05     	|1              	|  9.3624e-05     	|  1.9809e-05     	|
on_fit_start                       	|  4.4923e-05     	|1              	|  4.4923e-05     	|  9.5049e-06     	|
setup                              	|  3.124e-05      	|1              	|  3.124e-05      	|  6.6098e-06     	|
on_before_accelerator_backend_setup	|  2.8679e-05     	|1              	|  2.8679e-05     	|  6.0679e-06     	|
on_configure_sharded_model         	|  2.7843e-05     	|1              	|  2.7843e-05     	|  5.891e-06      	|
teardown                           	|  1.462e-05      	|1              	|  1.462e-05      	|  3.0933e-06     	|
on_pretrain_routine_end            	|  1.4164e-05     	|1              	|  1.4164e-05     	|  2.9967e-06     	|
prepare_data                       	|  1.2912e-05     	|1              	|  1.2912e-05     	|  2.7319e-06     	|
configure_sharded_model            	|  1.0233e-05     	|1              	|  1.0233e-05     	|  2.1652e-06     	|
configure_callbacks                	|  8.0541e-06     	|1              	|  8.0541e-06     	|  1.7041e-06     	|
on_val_dataloader                  	|  7.2233e-06     	|1              	|  7.2233e-06     	|  1.5283e-06     	|
on_train_dataloader                	|  7.1935e-06     	|1              	|  7.1935e-06     	|  1.522e-06      	|
