FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  449.64         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.85366        	|500            	|  426.83         	|  94.927         	|
run_training_batch                 	|  0.27607        	|1000           	|  276.07         	|  61.397         	|
optimizer_step_with_closure_0      	|  0.27342        	|1000           	|  273.42         	|  60.808         	|
training_step_and_backward         	|  0.20966        	|1000           	|  209.66         	|  46.628         	|
model_forward                      	|  0.12591        	|1000           	|  125.91         	|  28.003         	|
training_step                      	|  0.12575        	|1000           	|  125.75         	|  27.967         	|
backward                           	|  0.082364       	|1000           	|  82.364         	|  18.318         	|
get_train_batch                    	|  0.028598       	|1500           	|  42.897         	|  9.5402         	|
fetch_next_train_batch             	|  0.028565       	|1500           	|  42.848         	|  9.5294         	|
zero_grad                          	|  0.0013514      	|1000           	|  1.3514         	|  0.30056        	|
on_train_batch_end                 	|  0.0013437      	|1000           	|  1.3437         	|  0.29884        	|
training_batch_to_device           	|  0.00060052     	|1000           	|  0.60052        	|  0.13355        	|
on_train_epoch_start               	|  0.00027421     	|500            	|  0.13711        	|  0.030492       	|
on_train_epoch_end                 	|  0.00026562     	|500            	|  0.13281        	|  0.029537       	|
on_train_batch_start               	|  0.00010788     	|1000           	|  0.10788        	|  0.023992       	|
on_batch_start                     	|  3.685e-05      	|1000           	|  0.03685        	|  0.0081955      	|
on_train_end                       	|  0.024143       	|1              	|  0.024143       	|  0.0053693      	|
on_pretrain_routine_start          	|  0.023326       	|1              	|  0.023326       	|  0.0051877      	|
on_before_zero_grad                	|  2.0391e-05     	|1000           	|  0.020391       	|  0.004535       	|
on_batch_end                       	|  1.3519e-05     	|1000           	|  0.013519       	|  0.0030067      	|
on_before_optimizer_step           	|  1.2649e-05     	|1000           	|  0.012649       	|  0.0028131      	|
on_after_backward                  	|  1.1108e-05     	|1000           	|  0.011108       	|  0.0024704      	|
on_before_backward                 	|  1.0646e-05     	|1000           	|  0.010646       	|  0.0023676      	|
configure_optimizers               	|  0.0089109      	|1              	|  0.0089109      	|  0.0019818      	|
training_step_end                  	|  7.4767e-06     	|1000           	|  0.0074767      	|  0.0016628      	|
on_epoch_start                     	|  1.1057e-05     	|500            	|  0.0055284      	|  0.0012295      	|
on_epoch_end                       	|  9.9854e-06     	|500            	|  0.0049927      	|  0.0011104      	|
on_train_start                     	|  0.00073514     	|1              	|  0.00073514     	|  0.00016349     	|
on_before_accelerator_backend_setup	|  2.2702e-05     	|1              	|  2.2702e-05     	|  5.0489e-06     	|
on_fit_end                         	|  2.137e-05      	|1              	|  2.137e-05      	|  4.7527e-06     	|
on_fit_start                       	|  1.6862e-05     	|1              	|  1.6862e-05     	|  3.7501e-06     	|
setup                              	|  1.5609e-05     	|1              	|  1.5609e-05     	|  3.4714e-06     	|
on_configure_sharded_model         	|  1.4747e-05     	|1              	|  1.4747e-05     	|  3.2797e-06     	|
on_pretrain_routine_end            	|  9.9191e-06     	|1              	|  9.9191e-06     	|  2.206e-06      	|
teardown                           	|  9.618e-06      	|1              	|  9.618e-06      	|  2.139e-06      	|
prepare_data                       	|  7.604e-06      	|1              	|  7.604e-06      	|  1.6911e-06     	|
configure_sharded_model            	|  4.809e-06      	|1              	|  4.809e-06      	|  1.0695e-06     	|
on_val_dataloader                  	|  4.789e-06      	|1              	|  4.789e-06      	|  1.0651e-06     	|
configure_callbacks                	|  4.719e-06      	|1              	|  4.719e-06      	|  1.0495e-06     	|
on_train_dataloader                	|  4.558e-06      	|1              	|  4.558e-06      	|  1.0137e-06     	|
