FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1277.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5178         	|500            	|  1258.9         	|  98.563         	|
run_training_batch                 	|  0.36997        	|1000           	|  369.97         	|  28.967         	|
optimizer_step_with_closure_0      	|  0.36654        	|1000           	|  366.54         	|  28.698         	|
training_step_and_backward         	|  0.26295        	|1000           	|  262.95         	|  20.587         	|
get_train_batch                    	|  0.095163       	|1500           	|  142.74         	|  11.176         	|
fetch_next_train_batch             	|  0.095121       	|1500           	|  142.68         	|  11.171         	|
model_forward                      	|  0.13573        	|1000           	|  135.73         	|  10.627         	|
training_step                      	|  0.13551        	|1000           	|  135.51         	|  10.61          	|
backward                           	|  0.12569        	|1000           	|  125.69         	|  9.8409         	|
on_train_batch_end                 	|  0.0022207      	|1000           	|  2.2207         	|  0.17387        	|
zero_grad                          	|  0.0014864      	|1000           	|  1.4864         	|  0.11638        	|
training_batch_to_device           	|  0.00063203     	|1000           	|  0.63203        	|  0.049484       	|
on_train_epoch_start               	|  0.00036138     	|500            	|  0.18069        	|  0.014147       	|
on_train_epoch_end                 	|  0.0003549      	|500            	|  0.17745        	|  0.013893       	|
on_train_batch_start               	|  0.00011898     	|1000           	|  0.11898        	|  0.0093155      	|
on_train_end                       	|  0.044688       	|1              	|  0.044688       	|  0.0034988      	|
on_batch_start                     	|  4.4197e-05     	|1000           	|  0.044197       	|  0.0034604      	|
on_after_backward                  	|  2.373e-05      	|1000           	|  0.02373        	|  0.0018579      	|
on_before_zero_grad                	|  2.3309e-05     	|1000           	|  0.023309       	|  0.001825       	|
on_pretrain_routine_start          	|  0.021895       	|1              	|  0.021895       	|  0.0017142      	|
on_before_optimizer_step           	|  1.6785e-05     	|1000           	|  0.016785       	|  0.0013142      	|
on_batch_end                       	|  1.5926e-05     	|1000           	|  0.015926       	|  0.0012469      	|
on_before_backward                 	|  1.4718e-05     	|1000           	|  0.014718       	|  0.0011523      	|
configure_optimizers               	|  0.0096148      	|1              	|  0.0096148      	|  0.00075278     	|
training_step_end                  	|  8.7018e-06     	|1000           	|  0.0087018      	|  0.0006813      	|
on_epoch_end                       	|  1.1543e-05     	|500            	|  0.0057717      	|  0.00045189     	|
on_epoch_start                     	|  1.0773e-05     	|500            	|  0.0053867      	|  0.00042175     	|
on_train_start                     	|  0.0026324      	|1              	|  0.0026324      	|  0.0002061      	|
on_fit_start                       	|  4.2278e-05     	|1              	|  4.2278e-05     	|  3.3101e-06     	|
on_fit_end                         	|  2.9944e-05     	|1              	|  2.9944e-05     	|  2.3444e-06     	|
on_before_accelerator_backend_setup	|  2.6014e-05     	|1              	|  2.6014e-05     	|  2.0367e-06     	|
on_configure_sharded_model         	|  2.5425e-05     	|1              	|  2.5425e-05     	|  1.9906e-06     	|
setup                              	|  2.5272e-05     	|1              	|  2.5272e-05     	|  1.9787e-06     	|
teardown                           	|  1.4104e-05     	|1              	|  1.4104e-05     	|  1.1043e-06     	|
on_pretrain_routine_end            	|  1.3048e-05     	|1              	|  1.3048e-05     	|  1.0216e-06     	|
prepare_data                       	|  9.1307e-06     	|1              	|  9.1307e-06     	|  7.1488e-07     	|
configure_callbacks                	|  8.0168e-06     	|1              	|  8.0168e-06     	|  6.2767e-07     	|
configure_sharded_model            	|  7.8734e-06     	|1              	|  7.8734e-06     	|  6.1644e-07     	|
on_train_dataloader                	|  7.1749e-06     	|1              	|  7.1749e-06     	|  5.6175e-07     	|
on_val_dataloader                  	|  6.78e-06       	|1              	|  6.78e-06       	|  5.3083e-07     	|
