FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  668.85         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.8718         	|167            	|  646.59         	|  96.673         	|
run_training_batch                 	|  0.28038        	|1000           	|  280.38         	|  41.919         	|
optimizer_step_with_closure_0      	|  0.27765        	|1000           	|  277.65         	|  41.511         	|
training_step_and_backward         	|  0.21183        	|1000           	|  211.83         	|  31.671         	|
model_forward                      	|  0.11089        	|1000           	|  110.89         	|  16.58          	|
training_step                      	|  0.11071        	|1000           	|  110.71         	|  16.552         	|
backward                           	|  0.099451       	|1000           	|  99.451         	|  14.869         	|
get_train_batch                    	|  0.066587       	|1167           	|  77.707         	|  11.618         	|
fetch_next_train_batch             	|  0.066555       	|1167           	|  77.67          	|  11.613         	|
on_train_end                       	|  1.8921         	|1              	|  1.8921         	|  0.28289        	|
on_train_batch_end                 	|  0.0018703      	|1000           	|  1.8703         	|  0.27963        	|
zero_grad                          	|  0.0014568      	|1000           	|  1.4568         	|  0.21781        	|
training_batch_to_device           	|  0.00036539     	|1000           	|  0.36539        	|  0.05463        	|
on_train_batch_start               	|  0.00010137     	|1000           	|  0.10137        	|  0.015156       	|
on_train_epoch_end                 	|  0.00034326     	|167            	|  0.057324       	|  0.0085706      	|
on_train_epoch_start               	|  0.00032963     	|167            	|  0.055048       	|  0.0082302      	|
on_batch_start                     	|  2.8908e-05     	|1000           	|  0.028908       	|  0.0043221      	|
on_after_backward                  	|  2.2894e-05     	|1000           	|  0.022894       	|  0.0034228      	|
on_pretrain_routine_start          	|  0.021454       	|1              	|  0.021454       	|  0.0032075      	|
on_before_zero_grad                	|  1.7623e-05     	|1000           	|  0.017623       	|  0.0026348      	|
on_batch_end                       	|  1.534e-05      	|1000           	|  0.01534        	|  0.0022934      	|
on_before_backward                 	|  1.1953e-05     	|1000           	|  0.011953       	|  0.0017871      	|
on_before_optimizer_step           	|  1.1942e-05     	|1000           	|  0.011942       	|  0.0017855      	|
configure_optimizers               	|  0.011623       	|1              	|  0.011623       	|  0.0017378      	|
training_step_end                  	|  7.4556e-06     	|1000           	|  0.0074556      	|  0.0011147      	|
on_epoch_end                       	|  1.1427e-05     	|167            	|  0.0019082      	|  0.0002853      	|
on_epoch_start                     	|  1.1262e-05     	|167            	|  0.0018808      	|  0.0002812      	|
on_train_start                     	|  0.0017118      	|1              	|  0.0017118      	|  0.00025594     	|
on_fit_end                         	|  6.7832e-05     	|1              	|  6.7832e-05     	|  1.0142e-05     	|
on_fit_start                       	|  4.5484e-05     	|1              	|  4.5484e-05     	|  6.8003e-06     	|
setup                              	|  4.5409e-05     	|1              	|  4.5409e-05     	|  6.7892e-06     	|
on_configure_sharded_model         	|  3.2753e-05     	|1              	|  3.2753e-05     	|  4.8969e-06     	|
teardown                           	|  2.9905e-05     	|1              	|  2.9905e-05     	|  4.4711e-06     	|
on_before_accelerator_backend_setup	|  2.8025e-05     	|1              	|  2.8025e-05     	|  4.1901e-06     	|
on_pretrain_routine_end            	|  1.2806e-05     	|1              	|  1.2806e-05     	|  1.9146e-06     	|
configure_sharded_model            	|  1.1623e-05     	|1              	|  1.1623e-05     	|  1.7377e-06     	|
configure_callbacks                	|  1.0807e-05     	|1              	|  1.0807e-05     	|  1.6158e-06     	|
prepare_data                       	|  8.6203e-06     	|1              	|  8.6203e-06     	|  1.2888e-06     	|
on_val_dataloader                  	|  7.9013e-06     	|1              	|  7.9013e-06     	|  1.1813e-06     	|
on_train_dataloader                	|  7.6164e-06     	|1              	|  7.6164e-06     	|  1.1387e-06     	|
