FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  500.14         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.95276        	|500            	|  476.38         	|  95.249         	|
run_training_batch                 	|  0.32616        	|1000           	|  326.16         	|  65.214         	|
optimizer_step_with_closure_0      	|  0.32349        	|1000           	|  323.49         	|  64.68          	|
training_step_and_backward         	|  0.2419         	|1000           	|  241.9          	|  48.367         	|
model_forward                      	|  0.15029        	|1000           	|  150.29         	|  30.05          	|
training_step                      	|  0.15012        	|1000           	|  150.12         	|  30.016         	|
backward                           	|  0.090207       	|1000           	|  90.207         	|  18.036         	|
get_train_batch                    	|  0.029702       	|1500           	|  44.553         	|  8.9081         	|
fetch_next_train_batch             	|  0.02967        	|1500           	|  44.504         	|  8.8983         	|
zero_grad                          	|  0.0013749      	|1000           	|  1.3749         	|  0.27489        	|
on_train_batch_end                 	|  0.0013457      	|1000           	|  1.3457         	|  0.26906        	|
training_batch_to_device           	|  0.0005983      	|1000           	|  0.5983         	|  0.11963        	|
on_train_epoch_start               	|  0.00028791     	|500            	|  0.14395        	|  0.028782       	|
on_train_epoch_end                 	|  0.00027502     	|500            	|  0.13751        	|  0.027494       	|
on_train_batch_start               	|  0.00010755     	|1000           	|  0.10755        	|  0.021503       	|
on_batch_start                     	|  3.6085e-05     	|1000           	|  0.036085       	|  0.0072148      	|
on_train_end                       	|  0.024041       	|1              	|  0.024041       	|  0.0048069      	|
on_pretrain_routine_start          	|  0.022621       	|1              	|  0.022621       	|  0.0045229      	|
on_before_zero_grad                	|  2.1027e-05     	|1000           	|  0.021027       	|  0.0042041      	|
on_batch_end                       	|  1.4357e-05     	|1000           	|  0.014357       	|  0.0028706      	|
on_after_backward                  	|  1.2745e-05     	|1000           	|  0.012745       	|  0.0025483      	|
on_before_backward                 	|  1.2633e-05     	|1000           	|  0.012633       	|  0.0025259      	|
on_before_optimizer_step           	|  1.2279e-05     	|1000           	|  0.012279       	|  0.002455       	|
training_step_end                  	|  8.0942e-06     	|1000           	|  0.0080942      	|  0.0016184      	|
configure_optimizers               	|  0.0077642      	|1              	|  0.0077642      	|  0.0015524      	|
on_epoch_end                       	|  1.0855e-05     	|500            	|  0.0054276      	|  0.0010852      	|
on_epoch_start                     	|  1.0778e-05     	|500            	|  0.0053889      	|  0.0010775      	|
on_train_start                     	|  0.00072565     	|1              	|  0.00072565     	|  0.00014509     	|
on_fit_end                         	|  2.4756e-05     	|1              	|  2.4756e-05     	|  4.9498e-06     	|
on_before_accelerator_backend_setup	|  2.3593e-05     	|1              	|  2.3593e-05     	|  4.7173e-06     	|
on_configure_sharded_model         	|  2.129e-05      	|1              	|  2.129e-05      	|  4.2568e-06     	|
setup                              	|  2.1049e-05     	|1              	|  2.1049e-05     	|  4.2086e-06     	|
on_fit_start                       	|  1.7242e-05     	|1              	|  1.7242e-05     	|  3.4474e-06     	|
teardown                           	|  1.1192e-05     	|1              	|  1.1192e-05     	|  2.2378e-06     	|
on_pretrain_routine_end            	|  1.0269e-05     	|1              	|  1.0269e-05     	|  2.0532e-06     	|
prepare_data                       	|  8.445e-06      	|1              	|  8.445e-06      	|  1.6885e-06     	|
configure_sharded_model            	|  6.602e-06      	|1              	|  6.602e-06      	|  1.32e-06       	|
configure_callbacks                	|  4.9301e-06     	|1              	|  4.9301e-06     	|  9.8573e-07     	|
on_val_dataloader                  	|  4.639e-06      	|1              	|  4.639e-06      	|  9.2754e-07     	|
on_train_dataloader                	|  4.489e-06      	|1              	|  4.489e-06      	|  8.9754e-07     	|
