FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1218.4         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.4008         	|500            	|  1200.4         	|  98.518         	|
run_training_batch                 	|  0.26808        	|1000           	|  268.08         	|  22.002         	|
optimizer_step_with_closure_0      	|  0.26462        	|1000           	|  264.62         	|  21.718         	|
training_step_and_backward         	|  0.20109        	|1000           	|  201.09         	|  16.504         	|
get_train_batch                    	|  0.11916        	|1500           	|  178.74         	|  14.669         	|
fetch_next_train_batch             	|  0.11912        	|1500           	|  178.68         	|  14.664         	|
model_forward                      	|  0.10439        	|1000           	|  104.39         	|  8.5676         	|
training_step                      	|  0.10416        	|1000           	|  104.16         	|  8.5484         	|
backward                           	|  0.095193       	|1000           	|  95.193         	|  7.8127         	|
on_train_batch_end                 	|  0.0023245      	|1000           	|  2.3245         	|  0.19078        	|
zero_grad                          	|  0.0014673      	|1000           	|  1.4673         	|  0.12043        	|
training_batch_to_device           	|  0.00068214     	|1000           	|  0.68214        	|  0.055985       	|
on_train_epoch_start               	|  0.00032638     	|500            	|  0.16319        	|  0.013394       	|
on_train_epoch_end                 	|  0.00031375     	|500            	|  0.15687        	|  0.012875       	|
on_train_batch_start               	|  0.00010948     	|1000           	|  0.10948        	|  0.0089854      	|
on_train_end                       	|  0.055753       	|1              	|  0.055753       	|  0.0045758      	|
on_batch_start                     	|  5.1486e-05     	|1000           	|  0.051486       	|  0.0042256      	|
on_after_backward                  	|  2.6599e-05     	|1000           	|  0.026599       	|  0.0021831      	|
on_before_zero_grad                	|  2.4444e-05     	|1000           	|  0.024444       	|  0.0020062      	|
on_pretrain_routine_start          	|  0.022658       	|1              	|  0.022658       	|  0.0018596      	|
on_batch_end                       	|  1.6714e-05     	|1000           	|  0.016714       	|  0.0013718      	|
on_before_optimizer_step           	|  1.6591e-05     	|1000           	|  0.016591       	|  0.0013617      	|
on_before_backward                 	|  1.6121e-05     	|1000           	|  0.016121       	|  0.0013231      	|
configure_optimizers               	|  0.011044       	|1              	|  0.011044       	|  0.0009064      	|
training_step_end                  	|  1.0137e-05     	|1000           	|  0.010137       	|  0.00083197     	|
on_epoch_start                     	|  1.1443e-05     	|500            	|  0.0057215      	|  0.00046958     	|
on_epoch_end                       	|  1.0925e-05     	|500            	|  0.0054624      	|  0.00044831     	|
on_train_start                     	|  0.0010835      	|1              	|  0.0010835      	|  8.8922e-05     	|
on_fit_end                         	|  5.8046e-05     	|1              	|  5.8046e-05     	|  4.7639e-06     	|
on_fit_start                       	|  4.4735e-05     	|1              	|  4.4735e-05     	|  3.6715e-06     	|
on_before_accelerator_backend_setup	|  2.3453e-05     	|1              	|  2.3453e-05     	|  1.9248e-06     	|
setup                              	|  2.2946e-05     	|1              	|  2.2946e-05     	|  1.8832e-06     	|
on_configure_sharded_model         	|  2.183e-05      	|1              	|  2.183e-05      	|  1.7917e-06     	|
teardown                           	|  1.6669e-05     	|1              	|  1.6669e-05     	|  1.3681e-06     	|
on_pretrain_routine_end            	|  1.35e-05       	|1              	|  1.35e-05       	|  1.108e-06      	|
prepare_data                       	|  9.397e-06      	|1              	|  9.397e-06      	|  7.7124e-07     	|
on_train_dataloader                	|  8.3223e-06     	|1              	|  8.3223e-06     	|  6.8303e-07     	|
on_val_dataloader                  	|  8.1956e-06     	|1              	|  8.1956e-06     	|  6.7264e-07     	|
configure_callbacks                	|  7.2494e-06     	|1              	|  7.2494e-06     	|  5.9498e-07     	|
configure_sharded_model            	|  6.6478e-06     	|1              	|  6.6478e-06     	|  5.456e-07      	|
