FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1311.7         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5877         	|500            	|  1293.9         	|  98.643         	|
run_training_batch                 	|  0.28133        	|1000           	|  281.33         	|  21.448         	|
optimizer_step_with_closure_0      	|  0.27776        	|1000           	|  277.76         	|  21.176         	|
training_step_and_backward         	|  0.21101        	|1000           	|  211.01         	|  16.087         	|
get_train_batch                    	|  0.13694        	|1500           	|  205.41         	|  15.66          	|
fetch_next_train_batch             	|  0.13689        	|1500           	|  205.34         	|  15.655         	|
model_forward                      	|  0.11168        	|1000           	|  111.68         	|  8.5146         	|
training_step                      	|  0.11144        	|1000           	|  111.44         	|  8.496          	|
backward                           	|  0.097736       	|1000           	|  97.736         	|  7.4512         	|
on_train_batch_end                 	|  0.0023041      	|1000           	|  2.3041         	|  0.17566        	|
zero_grad                          	|  0.0015409      	|1000           	|  1.5409         	|  0.11748        	|
training_batch_to_device           	|  0.00076487     	|1000           	|  0.76487        	|  0.058313       	|
on_train_epoch_end                 	|  0.0003239      	|500            	|  0.16195        	|  0.012347       	|
on_train_epoch_start               	|  0.00032316     	|500            	|  0.16158        	|  0.012319       	|
on_train_batch_start               	|  0.00011367     	|1000           	|  0.11367        	|  0.0086657      	|
on_batch_start                     	|  5.4662e-05     	|1000           	|  0.054662       	|  0.0041674      	|
on_train_end                       	|  0.050294       	|1              	|  0.050294       	|  0.0038343      	|
on_after_backward                  	|  2.6654e-05     	|1000           	|  0.026654       	|  0.0020321      	|
configure_optimizers               	|  0.025454       	|1              	|  0.025454       	|  0.0019406      	|
on_before_zero_grad                	|  2.5016e-05     	|1000           	|  0.025016       	|  0.0019072      	|
on_pretrain_routine_start          	|  0.022668       	|1              	|  0.022668       	|  0.0017282      	|
on_before_backward                 	|  1.7406e-05     	|1000           	|  0.017406       	|  0.001327       	|
on_batch_end                       	|  1.7149e-05     	|1000           	|  0.017149       	|  0.0013074      	|
on_before_optimizer_step           	|  1.6692e-05     	|1000           	|  0.016692       	|  0.0012726      	|
training_step_end                  	|  1.2941e-05     	|1000           	|  0.012941       	|  0.00098659     	|
on_epoch_end                       	|  1.1876e-05     	|500            	|  0.0059382      	|  0.00045272     	|
on_epoch_start                     	|  1.1482e-05     	|500            	|  0.0057412      	|  0.0004377      	|
on_train_start                     	|  0.001059       	|1              	|  0.001059       	|  8.0735e-05     	|
on_fit_end                         	|  6.0169e-05     	|1              	|  6.0169e-05     	|  4.5872e-06     	|
on_fit_start                       	|  4.2133e-05     	|1              	|  4.2133e-05     	|  3.2122e-06     	|
on_before_accelerator_backend_setup	|  2.4293e-05     	|1              	|  2.4293e-05     	|  1.852e-06      	|
on_configure_sharded_model         	|  2.3944e-05     	|1              	|  2.3944e-05     	|  1.8255e-06     	|
setup                              	|  2.2732e-05     	|1              	|  2.2732e-05     	|  1.733e-06      	|
teardown                           	|  1.5e-05        	|1              	|  1.5e-05        	|  1.1436e-06     	|
on_pretrain_routine_end            	|  1.2852e-05     	|1              	|  1.2852e-05     	|  9.7983e-07     	|
on_val_dataloader                  	|  8.8196e-06     	|1              	|  8.8196e-06     	|  6.7239e-07     	|
configure_sharded_model            	|  8.57e-06       	|1              	|  8.57e-06       	|  6.5336e-07     	|
on_train_dataloader                	|  8.123e-06      	|1              	|  8.123e-06      	|  6.1928e-07     	|
prepare_data                       	|  7.9889e-06     	|1              	|  7.9889e-06     	|  6.0906e-07     	|
configure_callbacks                	|  7.9423e-06     	|1              	|  7.9423e-06     	|  6.0551e-07     	|
