FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  353.18         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2412         	|63             	|  330.19         	|  93.492         	|
run_training_batch                 	|  0.30697        	|1000           	|  306.97         	|  86.917         	|
optimizer_step_with_closure_0      	|  0.3043         	|1000           	|  304.3          	|  86.16          	|
training_step_and_backward         	|  0.22928        	|1000           	|  229.28         	|  64.918         	|
model_forward                      	|  0.14161        	|1000           	|  141.61         	|  40.095         	|
training_step                      	|  0.14147        	|1000           	|  141.47         	|  40.056         	|
backward                           	|  0.086361       	|1000           	|  86.361         	|  24.452         	|
get_train_batch                    	|  0.0074073      	|1063           	|  7.8739         	|  2.2294         	|
fetch_next_train_batch             	|  0.0073884      	|1063           	|  7.8538         	|  2.2237         	|
zero_grad                          	|  0.0012865      	|1000           	|  1.2865         	|  0.36426        	|
on_train_batch_end                 	|  0.0011959      	|1000           	|  1.1959         	|  0.3386         	|
training_batch_to_device           	|  0.00022355     	|1000           	|  0.22355        	|  0.063296       	|
on_train_batch_start               	|  9.1853e-05     	|1000           	|  0.091853       	|  0.026007       	|
on_train_end                       	|  0.024794       	|1              	|  0.024794       	|  0.0070203      	|
on_pretrain_routine_start          	|  0.022639       	|1              	|  0.022639       	|  0.00641        	|
on_train_epoch_end                 	|  0.00027886     	|63             	|  0.017568       	|  0.0049742      	|
on_train_epoch_start               	|  0.00027676     	|63             	|  0.017436       	|  0.0049368      	|
on_batch_start                     	|  1.5704e-05     	|1000           	|  0.015704       	|  0.0044465      	|
on_batch_end                       	|  1.3731e-05     	|1000           	|  0.013731       	|  0.0038879      	|
on_before_zero_grad                	|  1.3606e-05     	|1000           	|  0.013606       	|  0.0038524      	|
on_after_backward                  	|  1.1312e-05     	|1000           	|  0.011312       	|  0.0032029      	|
on_before_backward                 	|  1.0535e-05     	|1000           	|  0.010535       	|  0.002983       	|
on_before_optimizer_step           	|  1.0101e-05     	|1000           	|  0.010101       	|  0.0028599      	|
configure_optimizers               	|  0.0087549      	|1              	|  0.0087549      	|  0.0024789      	|
training_step_end                  	|  5.9537e-06     	|1000           	|  0.0059537      	|  0.0016857      	|
on_train_start                     	|  0.0007313      	|1              	|  0.0007313      	|  0.00020706     	|
on_epoch_end                       	|  1.0619e-05     	|63             	|  0.00066897     	|  0.00018941     	|
on_epoch_start                     	|  1.0481e-05     	|63             	|  0.00066032     	|  0.00018696     	|
on_fit_end                         	|  2.4385e-05     	|1              	|  2.4385e-05     	|  6.9044e-06     	|
on_before_accelerator_backend_setup	|  2.17e-05       	|1              	|  2.17e-05       	|  6.1442e-06     	|
on_fit_start                       	|  1.7713e-05     	|1              	|  1.7713e-05     	|  5.0153e-06     	|
setup                              	|  1.4618e-05     	|1              	|  1.4618e-05     	|  4.139e-06      	|
on_configure_sharded_model         	|  1.4116e-05     	|1              	|  1.4116e-05     	|  3.9968e-06     	|
teardown                           	|  1.066e-05      	|1              	|  1.066e-05      	|  3.0183e-06     	|
on_pretrain_routine_end            	|  1.0109e-05     	|1              	|  1.0109e-05     	|  2.8623e-06     	|
prepare_data                       	|  9.849e-06      	|1              	|  9.849e-06      	|  2.7887e-06     	|
configure_sharded_model            	|  4.91e-06       	|1              	|  4.91e-06       	|  1.3902e-06     	|
configure_callbacks                	|  4.8489e-06     	|1              	|  4.8489e-06     	|  1.3729e-06     	|
on_val_dataloader                  	|  4.7189e-06     	|1              	|  4.7189e-06     	|  1.3361e-06     	|
on_train_dataloader                	|  4.288e-06      	|1              	|  4.288e-06      	|  1.2141e-06     	|
