FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1267.8         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5015         	|500            	|  1250.7         	|  98.652         	|
run_training_batch                 	|  0.26806        	|1000           	|  268.06         	|  21.143         	|
optimizer_step_with_closure_0      	|  0.26461        	|1000           	|  264.61         	|  20.871         	|
training_step_and_backward         	|  0.20086        	|1000           	|  200.86         	|  15.843         	|
get_train_batch                    	|  0.12688        	|1500           	|  190.31         	|  15.011         	|
fetch_next_train_batch             	|  0.12682        	|1500           	|  190.24         	|  15.005         	|
model_forward                      	|  0.10467        	|1000           	|  104.67         	|  8.2555         	|
training_step                      	|  0.10443        	|1000           	|  104.43         	|  8.2368         	|
backward                           	|  0.094684       	|1000           	|  94.684         	|  7.4681         	|
on_train_batch_end                 	|  0.0023036      	|1000           	|  2.3036         	|  0.1817         	|
zero_grad                          	|  0.0014707      	|1000           	|  1.4707         	|  0.116          	|
training_batch_to_device           	|  0.00069317     	|1000           	|  0.69317        	|  0.054673       	|
on_train_epoch_start               	|  0.0003326      	|500            	|  0.1663         	|  0.013117       	|
on_train_epoch_end                 	|  0.00033016     	|500            	|  0.16508        	|  0.013021       	|
on_train_batch_start               	|  0.00010983     	|1000           	|  0.10983        	|  0.0086624      	|
on_batch_start                     	|  4.923e-05      	|1000           	|  0.04923        	|  0.003883       	|
on_train_end                       	|  0.043808       	|1              	|  0.043808       	|  0.0034553      	|
on_after_backward                  	|  2.8071e-05     	|1000           	|  0.028071       	|  0.0022141      	|
on_before_zero_grad                	|  2.2952e-05     	|1000           	|  0.022952       	|  0.0018103      	|
on_pretrain_routine_start          	|  0.022291       	|1              	|  0.022291       	|  0.0017582      	|
on_before_backward                 	|  1.907e-05      	|1000           	|  0.01907        	|  0.0015042      	|
on_before_optimizer_step           	|  1.7166e-05     	|1000           	|  0.017166       	|  0.001354       	|
on_batch_end                       	|  1.6528e-05     	|1000           	|  0.016528       	|  0.0013036      	|
configure_optimizers               	|  0.011409       	|1              	|  0.011409       	|  0.00089984     	|
training_step_end                  	|  9.9447e-06     	|1000           	|  0.0099447      	|  0.00078439     	|
on_epoch_end                       	|  1.113e-05      	|500            	|  0.0055652      	|  0.00043895     	|
on_epoch_start                     	|  1.0425e-05     	|500            	|  0.0052125      	|  0.00041113     	|
on_train_start                     	|  0.001637       	|1              	|  0.001637       	|  0.00012911     	|
on_fit_start                       	|  4.4048e-05     	|1              	|  4.4048e-05     	|  3.4742e-06     	|
on_fit_end                         	|  3.9548e-05     	|1              	|  3.9548e-05     	|  3.1193e-06     	|
on_before_accelerator_backend_setup	|  2.4255e-05     	|1              	|  2.4255e-05     	|  1.9131e-06     	|
setup                              	|  2.2274e-05     	|1              	|  2.2274e-05     	|  1.7568e-06     	|
on_configure_sharded_model         	|  1.9683e-05     	|1              	|  1.9683e-05     	|  1.5525e-06     	|
teardown                           	|  1.7876e-05     	|1              	|  1.7876e-05     	|  1.4099e-06     	|
on_pretrain_routine_end            	|  1.3331e-05     	|1              	|  1.3331e-05     	|  1.0515e-06     	|
prepare_data                       	|  9.2648e-06     	|1              	|  9.2648e-06     	|  7.3076e-07     	|
on_train_dataloader                	|  8.4154e-06     	|1              	|  8.4154e-06     	|  6.6376e-07     	|
configure_sharded_model            	|  7.553e-06      	|1              	|  7.553e-06      	|  5.9574e-07     	|
on_val_dataloader                  	|  7.0427e-06     	|1              	|  7.0427e-06     	|  5.5549e-07     	|
configure_callbacks                	|  6.8694e-06     	|1              	|  6.8694e-06     	|  5.4182e-07     	|
