FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  514.89         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.98132        	|500            	|  490.66         	|  95.295         	|
run_training_batch                 	|  0.3159         	|1000           	|  315.9          	|  61.352         	|
optimizer_step_with_closure_0      	|  0.31256        	|1000           	|  312.56         	|  60.704         	|
training_step_and_backward         	|  0.23695        	|1000           	|  236.95         	|  46.019         	|
model_forward                      	|  0.13964        	|1000           	|  139.64         	|  27.121         	|
training_step                      	|  0.13945        	|1000           	|  139.45         	|  27.084         	|
backward                           	|  0.095737       	|1000           	|  95.737         	|  18.594         	|
get_train_batch                    	|  0.033509       	|1500           	|  50.263         	|  9.7619         	|
fetch_next_train_batch             	|  0.03347        	|1500           	|  50.205         	|  9.7507         	|
on_train_batch_end                 	|  0.002112       	|1000           	|  2.112          	|  0.41019        	|
zero_grad                          	|  0.0015281      	|1000           	|  1.5281         	|  0.29678        	|
training_batch_to_device           	|  0.00062117     	|1000           	|  0.62117        	|  0.12064        	|
on_train_epoch_end                 	|  0.00037525     	|500            	|  0.18762        	|  0.03644        	|
on_train_epoch_start               	|  0.00035629     	|500            	|  0.17814        	|  0.034599       	|
on_train_batch_start               	|  0.00011757     	|1000           	|  0.11757        	|  0.022835       	|
on_batch_start                     	|  3.9843e-05     	|1000           	|  0.039843       	|  0.0077381      	|
on_train_end                       	|  0.026434       	|1              	|  0.026434       	|  0.0051339      	|
on_before_zero_grad                	|  2.3419e-05     	|1000           	|  0.023419       	|  0.0045483      	|
on_pretrain_routine_start          	|  0.022857       	|1              	|  0.022857       	|  0.0044392      	|
on_after_backward                  	|  1.983e-05      	|1000           	|  0.01983        	|  0.0038514      	|
on_before_optimizer_step           	|  1.8038e-05     	|1000           	|  0.018038       	|  0.0035033      	|
on_batch_end                       	|  1.7484e-05     	|1000           	|  0.017484       	|  0.0033956      	|
on_before_backward                 	|  1.3013e-05     	|1000           	|  0.013013       	|  0.0025274      	|
configure_optimizers               	|  0.0087929      	|1              	|  0.0087929      	|  0.0017077      	|
training_step_end                  	|  8.6297e-06     	|1000           	|  0.0086297      	|  0.001676       	|
on_epoch_end                       	|  1.2932e-05     	|500            	|  0.0064658      	|  0.0012558      	|
on_epoch_start                     	|  1.2323e-05     	|500            	|  0.0061617      	|  0.0011967      	|
on_train_start                     	|  0.00071887     	|1              	|  0.00071887     	|  0.00013962     	|
on_fit_end                         	|  2.5388e-05     	|1              	|  2.5388e-05     	|  4.9308e-06     	|
on_before_accelerator_backend_setup	|  2.2763e-05     	|1              	|  2.2763e-05     	|  4.421e-06      	|
on_fit_start                       	|  1.7422e-05     	|1              	|  1.7422e-05     	|  3.3836e-06     	|
on_configure_sharded_model         	|  1.4468e-05     	|1              	|  1.4468e-05     	|  2.8099e-06     	|
setup                              	|  1.4126e-05     	|1              	|  1.4126e-05     	|  2.7435e-06     	|
teardown                           	|  1.1121e-05     	|1              	|  1.1121e-05     	|  2.1599e-06     	|
on_pretrain_routine_end            	|  1.0209e-05     	|1              	|  1.0209e-05     	|  1.9828e-06     	|
prepare_data                       	|  8.8169e-06     	|1              	|  8.8169e-06     	|  1.7124e-06     	|
configure_sharded_model            	|  5.521e-06      	|1              	|  5.521e-06      	|  1.0723e-06     	|
configure_callbacks                	|  4.8591e-06     	|1              	|  4.8591e-06     	|  9.4371e-07     	|
on_val_dataloader                  	|  4.6791e-06     	|1              	|  4.6791e-06     	|  9.0875e-07     	|
on_train_dataloader                	|  4.529e-06      	|1              	|  4.529e-06      	|  8.7961e-07     	|
