FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1536.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.082         	|21             	|  1513.7         	|  98.49          	|
run_training_batch                 	|  0.18548        	|8000           	|  1483.8         	|  96.544         	|
training_step_and_backward         	|  0.17553        	|8000           	|  1404.2         	|  91.364         	|
model_forward                      	|  0.093438       	|8000           	|  747.51         	|  48.637         	|
training_step                      	|  0.093305       	|8000           	|  746.44         	|  48.567         	|
backward                           	|  0.081906       	|8000           	|  655.25         	|  42.634         	|
optimizer_step_with_closure_0      	|  0.23409        	|1000           	|  234.09         	|  15.231         	|
get_train_batch                    	|  0.0018144      	|8021           	|  14.554         	|  0.94693        	|
fetch_next_train_batch             	|  0.0017985      	|8021           	|  14.426         	|  0.93863        	|
on_train_batch_end                 	|  0.0010566      	|8000           	|  8.4531         	|  0.55           	|
training_batch_to_device           	|  0.0002106      	|8000           	|  1.6848         	|  0.10962        	|
zero_grad                          	|  0.0013072      	|1000           	|  1.3072         	|  0.085055       	|
on_train_batch_start               	|  8.9234e-05     	|8000           	|  0.71387        	|  0.046448       	|
on_batch_start                     	|  1.5128e-05     	|8000           	|  0.12102        	|  0.0078745      	|
on_batch_end                       	|  1.2946e-05     	|8000           	|  0.10357        	|  0.0067385      	|
on_before_backward                 	|  1.2391e-05     	|8000           	|  0.09913        	|  0.0064499      	|
on_after_backward                  	|  1.2149e-05     	|8000           	|  0.097189       	|  0.0063236      	|
training_step_end                  	|  5.4422e-06     	|8000           	|  0.043538       	|  0.0028328      	|
on_train_end                       	|  0.025617       	|1              	|  0.025617       	|  0.0016668      	|
on_pretrain_routine_start          	|  0.022841       	|1              	|  0.022841       	|  0.0014861      	|
on_before_zero_grad                	|  1.333e-05      	|1000           	|  0.01333        	|  0.00086729     	|
on_before_optimizer_step           	|  1.0926e-05     	|1000           	|  0.010926       	|  0.0007109      	|
configure_optimizers               	|  0.0083333      	|1              	|  0.0083333      	|  0.00054221     	|
on_train_epoch_end                 	|  0.00029523     	|21             	|  0.0061999      	|  0.00040339     	|
on_train_epoch_start               	|  0.00029119     	|21             	|  0.0061149      	|  0.00039787     	|
on_train_start                     	|  0.00068056     	|1              	|  0.00068056     	|  4.4281e-05     	|
on_epoch_start                     	|  1.0557e-05     	|21             	|  0.00022171     	|  1.4425e-05     	|
on_epoch_end                       	|  1.0491e-05     	|21             	|  0.00022032     	|  1.4335e-05     	|
on_fit_end                         	|  2.115e-05      	|1              	|  2.115e-05      	|  1.3761e-06     	|
on_before_accelerator_backend_setup	|  2.0909e-05     	|1              	|  2.0909e-05     	|  1.3604e-06     	|
on_fit_start                       	|  1.629e-05      	|1              	|  1.629e-05      	|  1.0599e-06     	|
on_configure_sharded_model         	|  1.3466e-05     	|1              	|  1.3466e-05     	|  8.7616e-07     	|
setup                              	|  1.3154e-05     	|1              	|  1.3154e-05     	|  8.5586e-07     	|
teardown                           	|  1.0711e-05     	|1              	|  1.0711e-05     	|  6.969e-07      	|
on_pretrain_routine_end            	|  9.988e-06      	|1              	|  9.988e-06      	|  6.4987e-07     	|
configure_callbacks                	|  8.7658e-06     	|1              	|  8.7658e-06     	|  5.7035e-07     	|
prepare_data                       	|  8.1949e-06     	|1              	|  8.1949e-06     	|  5.332e-07      	|
on_val_dataloader                  	|  4.688e-06      	|1              	|  4.688e-06      	|  3.0503e-07     	|
configure_sharded_model            	|  4.679e-06      	|1              	|  4.679e-06      	|  3.0444e-07     	|
on_train_dataloader                	|  4.078e-06      	|1              	|  4.078e-06      	|  2.6534e-07     	|
