FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  528.46         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  1.0104         	|500            	|  505.21         	|  95.601         	|
run_training_batch                 	|  0.35154        	|1000           	|  351.54         	|  66.523         	|
optimizer_step_with_closure_0      	|  0.34884        	|1000           	|  348.84         	|  66.01          	|
training_step_and_backward         	|  0.26095        	|1000           	|  260.95         	|  49.38          	|
model_forward                      	|  0.16197        	|1000           	|  161.97         	|  30.65          	|
training_step                      	|  0.1618         	|1000           	|  161.8          	|  30.617         	|
backward                           	|  0.097567       	|1000           	|  97.567         	|  18.463         	|
get_train_batch                    	|  0.029585       	|1500           	|  44.377         	|  8.3976         	|
fetch_next_train_batch             	|  0.029552       	|1500           	|  44.327         	|  8.3881         	|
zero_grad                          	|  0.0013838      	|1000           	|  1.3838         	|  0.26186        	|
on_train_batch_end                 	|  0.0013413      	|1000           	|  1.3413         	|  0.25382        	|
training_batch_to_device           	|  0.00061642     	|1000           	|  0.61642        	|  0.11665        	|
on_train_epoch_start               	|  0.00028033     	|500            	|  0.14016        	|  0.026523       	|
on_train_epoch_end                 	|  0.00026947     	|500            	|  0.13473        	|  0.025496       	|
on_train_batch_start               	|  0.00010733     	|1000           	|  0.10733        	|  0.020311       	|
on_batch_start                     	|  3.4307e-05     	|1000           	|  0.034307       	|  0.006492       	|
on_train_end                       	|  0.024388       	|1              	|  0.024388       	|  0.0046149      	|
on_pretrain_routine_start          	|  0.023001       	|1              	|  0.023001       	|  0.0043525      	|
on_before_zero_grad                	|  1.9746e-05     	|1000           	|  0.019746       	|  0.0037366      	|
on_batch_end                       	|  1.4062e-05     	|1000           	|  0.014062       	|  0.0026609      	|
on_before_optimizer_step           	|  1.2e-05        	|1000           	|  0.012          	|  0.0022707      	|
on_after_backward                  	|  1.1404e-05     	|1000           	|  0.011404       	|  0.0021581      	|
on_before_backward                 	|  1.0446e-05     	|1000           	|  0.010446       	|  0.0019766      	|
configure_optimizers               	|  0.0087449      	|1              	|  0.0087449      	|  0.0016548      	|
training_step_end                  	|  7.8452e-06     	|1000           	|  0.0078452      	|  0.0014846      	|
on_epoch_start                     	|  1.0488e-05     	|500            	|  0.005244       	|  0.00099232     	|
on_epoch_end                       	|  1.0331e-05     	|500            	|  0.0051656      	|  0.00097749     	|
on_train_start                     	|  0.00071411     	|1              	|  0.00071411     	|  0.00013513     	|
on_fit_end                         	|  2.5007e-05     	|1              	|  2.5007e-05     	|  4.7321e-06     	|
on_before_accelerator_backend_setup	|  2.3273e-05     	|1              	|  2.3273e-05     	|  4.4039e-06     	|
on_fit_start                       	|  1.7403e-05     	|1              	|  1.7403e-05     	|  3.2932e-06     	|
on_configure_sharded_model         	|  1.3786e-05     	|1              	|  1.3786e-05     	|  2.6087e-06     	|
setup                              	|  1.3735e-05     	|1              	|  1.3735e-05     	|  2.5991e-06     	|
teardown                           	|  1.1281e-05     	|1              	|  1.1281e-05     	|  2.1347e-06     	|
on_pretrain_routine_end            	|  1.03e-05       	|1              	|  1.03e-05       	|  1.9491e-06     	|
prepare_data                       	|  7.5239e-06     	|1              	|  7.5239e-06     	|  1.4238e-06     	|
configure_callbacks                	|  4.839e-06      	|1              	|  4.839e-06      	|  9.1569e-07     	|
on_val_dataloader                  	|  4.599e-06      	|1              	|  4.599e-06      	|  8.7027e-07     	|
on_train_dataloader                	|  4.388e-06      	|1              	|  4.388e-06      	|  8.3035e-07     	|
configure_sharded_model            	|  4.297e-06      	|1              	|  4.297e-06      	|  8.1312e-07     	|
