FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  541.95         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  1.0383         	|500            	|  519.14         	|  95.791         	|
run_training_batch                 	|  0.36829        	|1000           	|  368.29         	|  67.956         	|
optimizer_step_with_closure_0      	|  0.36556        	|1000           	|  365.56         	|  67.452         	|
training_step_and_backward         	|  0.27594        	|1000           	|  275.94         	|  50.916         	|
model_forward                      	|  0.16933        	|1000           	|  169.33         	|  31.245         	|
training_step                      	|  0.16917        	|1000           	|  169.17         	|  31.214         	|
backward                           	|  0.10525        	|1000           	|  105.25         	|  19.42          	|
get_train_batch                    	|  0.028876       	|1500           	|  43.314         	|  7.9922         	|
fetch_next_train_batch             	|  0.028843       	|1500           	|  43.264         	|  7.9831         	|
on_train_batch_end                 	|  0.0013281      	|1000           	|  1.3281         	|  0.24506        	|
zero_grad                          	|  0.0013278      	|1000           	|  1.3278         	|  0.245          	|
training_batch_to_device           	|  0.00059996     	|1000           	|  0.59996        	|  0.1107         	|
on_train_epoch_start               	|  0.00027653     	|500            	|  0.13826        	|  0.025512       	|
on_train_epoch_end                 	|  0.0002651      	|500            	|  0.13255        	|  0.024458       	|
on_train_batch_start               	|  0.00010685     	|1000           	|  0.10685        	|  0.019715       	|
on_batch_start                     	|  3.6248e-05     	|1000           	|  0.036248       	|  0.0066885      	|
on_train_end                       	|  0.024214       	|1              	|  0.024214       	|  0.004468       	|
on_pretrain_routine_start          	|  0.022824       	|1              	|  0.022824       	|  0.0042114      	|
on_before_zero_grad                	|  2.0879e-05     	|1000           	|  0.020879       	|  0.0038527      	|
on_batch_end                       	|  1.3797e-05     	|1000           	|  0.013797       	|  0.0025459      	|
on_before_optimizer_step           	|  1.2234e-05     	|1000           	|  0.012234       	|  0.0022575      	|
on_before_backward                 	|  1.1308e-05     	|1000           	|  0.011308       	|  0.0020866      	|
on_after_backward                  	|  1.1075e-05     	|1000           	|  0.011075       	|  0.0020435      	|
configure_optimizers               	|  0.0086846      	|1              	|  0.0086846      	|  0.0016025      	|
training_step_end                  	|  7.7732e-06     	|1000           	|  0.0077732      	|  0.0014343      	|
on_epoch_start                     	|  1.1281e-05     	|500            	|  0.0056406      	|  0.0010408      	|
on_epoch_end                       	|  1.0282e-05     	|500            	|  0.005141       	|  0.00094861     	|
on_train_start                     	|  0.00074038     	|1              	|  0.00074038     	|  0.00013661     	|
on_fit_end                         	|  2.1821e-05     	|1              	|  2.1821e-05     	|  4.0264e-06     	|
on_before_accelerator_backend_setup	|  1.8124e-05     	|1              	|  1.8124e-05     	|  3.3442e-06     	|
on_fit_start                       	|  1.583e-05      	|1              	|  1.583e-05      	|  2.9209e-06     	|
on_configure_sharded_model         	|  1.4427e-05     	|1              	|  1.4427e-05     	|  2.6621e-06     	|
setup                              	|  1.3946e-05     	|1              	|  1.3946e-05     	|  2.5733e-06     	|
teardown                           	|  1.1322e-05     	|1              	|  1.1322e-05     	|  2.0891e-06     	|
on_pretrain_routine_end            	|  9.9191e-06     	|1              	|  9.9191e-06     	|  1.8303e-06     	|
prepare_data                       	|  7.434e-06      	|1              	|  7.434e-06      	|  1.3717e-06     	|
configure_callbacks                	|  5.1791e-06     	|1              	|  5.1791e-06     	|  9.5564e-07     	|
configure_sharded_model            	|  4.258e-06      	|1              	|  4.258e-06      	|  7.8568e-07     	|
on_val_dataloader                  	|  4.177e-06      	|1              	|  4.177e-06      	|  7.7073e-07     	|
on_train_dataloader                	|  4.018e-06      	|1              	|  4.018e-06      	|  7.4139e-07     	|
