FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1700.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  26.619         	|63             	|  1677.0         	|  98.644         	|
run_training_batch                 	|  0.20524        	|8000           	|  1641.9         	|  96.581         	|
training_step_and_backward         	|  0.19381        	|8000           	|  1550.5         	|  91.202         	|
model_forward                      	|  0.10856        	|8000           	|  868.49         	|  51.086         	|
training_step                      	|  0.10843        	|8000           	|  867.43         	|  51.024         	|
backward                           	|  0.085067       	|8000           	|  680.53         	|  40.03          	|
optimizer_step_with_closure_0      	|  0.25419        	|1000           	|  254.19         	|  14.952         	|
get_train_batch                    	|  0.0022651      	|8063           	|  18.264         	|  1.0743         	|
fetch_next_train_batch             	|  0.0022483      	|8063           	|  18.128         	|  1.0663         	|
on_train_batch_end                 	|  0.0010879      	|8000           	|  8.7035         	|  0.51195        	|
training_batch_to_device           	|  0.00021786     	|8000           	|  1.7429         	|  0.10252        	|
zero_grad                          	|  0.0013216      	|1000           	|  1.3216         	|  0.077741       	|
on_train_batch_start               	|  8.9737e-05     	|8000           	|  0.7179         	|  0.042228       	|
on_batch_start                     	|  1.5781e-05     	|8000           	|  0.12625        	|  0.007426       	|
on_before_backward                 	|  1.3467e-05     	|8000           	|  0.10773        	|  0.0063371      	|
on_batch_end                       	|  1.3007e-05     	|8000           	|  0.10405        	|  0.0061206      	|
on_after_backward                  	|  1.1301e-05     	|8000           	|  0.090405       	|  0.0053177      	|
training_step_end                  	|  5.7081e-06     	|8000           	|  0.045665       	|  0.0026861      	|
on_train_end                       	|  0.025581       	|1              	|  0.025581       	|  0.0015047      	|
on_pretrain_routine_start          	|  0.023232       	|1              	|  0.023232       	|  0.0013666      	|
on_train_epoch_start               	|  0.00030245     	|63             	|  0.019054       	|  0.0011208      	|
on_train_epoch_end                 	|  0.0002808      	|63             	|  0.01769        	|  0.0010406      	|
on_before_zero_grad                	|  1.4667e-05     	|1000           	|  0.014667       	|  0.00086272     	|
on_before_optimizer_step           	|  1.1516e-05     	|1000           	|  0.011516       	|  0.00067739     	|
configure_optimizers               	|  0.0085297      	|1              	|  0.0085297      	|  0.00050173     	|
on_train_start                     	|  0.00075289     	|1              	|  0.00075289     	|  4.4286e-05     	|
on_epoch_start                     	|  1.051e-05      	|63             	|  0.00066212     	|  3.8947e-05     	|
on_epoch_end                       	|  1.0219e-05     	|63             	|  0.00064377     	|  3.7868e-05     	|
on_fit_end                         	|  2.2643e-05     	|1              	|  2.2643e-05     	|  1.3319e-06     	|
setup                              	|  2.0508e-05     	|1              	|  2.0508e-05     	|  1.2063e-06     	|
on_before_accelerator_backend_setup	|  2.0077e-05     	|1              	|  2.0077e-05     	|  1.181e-06      	|
on_fit_start                       	|  1.6171e-05     	|1              	|  1.6171e-05     	|  9.512e-07      	|
on_configure_sharded_model         	|  1.5299e-05     	|1              	|  1.5299e-05     	|  8.9991e-07     	|
teardown                           	|  1.0489e-05     	|1              	|  1.0489e-05     	|  6.1698e-07     	|
on_pretrain_routine_end            	|  9.6881e-06     	|1              	|  9.6881e-06     	|  5.6987e-07     	|
prepare_data                       	|  7.093e-06      	|1              	|  7.093e-06      	|  4.1722e-07     	|
configure_callbacks                	|  5.831e-06      	|1              	|  5.831e-06      	|  3.4299e-07     	|
on_val_dataloader                  	|  4.709e-06      	|1              	|  4.709e-06      	|  2.7699e-07     	|
configure_sharded_model            	|  4.3281e-06     	|1              	|  4.3281e-06     	|  2.5458e-07     	|
on_train_dataloader                	|  3.9581e-06     	|1              	|  3.9581e-06     	|  2.3282e-07     	|
