FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  495.79         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  0.9458         	|500            	|  472.9          	|  95.383         	|
run_training_batch                 	|  0.30351        	|1000           	|  303.51         	|  61.217         	|
optimizer_step_with_closure_0      	|  0.30084        	|1000           	|  300.84         	|  60.679         	|
training_step_and_backward         	|  0.22681        	|1000           	|  226.81         	|  45.747         	|
model_forward                      	|  0.13845        	|1000           	|  138.45         	|  27.926         	|
training_step                      	|  0.13828        	|1000           	|  138.28         	|  27.891         	|
backward                           	|  0.086938       	|1000           	|  86.938         	|  17.535         	|
get_train_batch                    	|  0.030579       	|1500           	|  45.869         	|  9.2516         	|
fetch_next_train_batch             	|  0.030545       	|1500           	|  45.818         	|  9.2414         	|
zero_grad                          	|  0.0013867      	|1000           	|  1.3867         	|  0.27969        	|
on_train_batch_end                 	|  0.0013203      	|1000           	|  1.3203         	|  0.2663         	|
training_batch_to_device           	|  0.0006165      	|1000           	|  0.6165         	|  0.12435        	|
on_train_epoch_start               	|  0.00028174     	|500            	|  0.14087        	|  0.028413       	|
on_train_epoch_end                 	|  0.00026653     	|500            	|  0.13326        	|  0.026879       	|
on_train_batch_start               	|  0.00010696     	|1000           	|  0.10696        	|  0.021573       	|
on_batch_start                     	|  3.5089e-05     	|1000           	|  0.035089       	|  0.0070774      	|
on_train_end                       	|  0.024118       	|1              	|  0.024118       	|  0.0048646      	|
on_pretrain_routine_start          	|  0.02241        	|1              	|  0.02241        	|  0.0045199      	|
on_before_zero_grad                	|  2.1247e-05     	|1000           	|  0.021247       	|  0.0042854      	|
on_batch_end                       	|  1.4234e-05     	|1000           	|  0.014234       	|  0.0028711      	|
on_before_optimizer_step           	|  1.2459e-05     	|1000           	|  0.012459       	|  0.002513       	|
on_after_backward                  	|  1.1229e-05     	|1000           	|  0.011229       	|  0.0022648      	|
on_before_backward                 	|  1.102e-05      	|1000           	|  0.01102        	|  0.0022226      	|
configure_optimizers               	|  0.0084367      	|1              	|  0.0084367      	|  0.0017017      	|
training_step_end                  	|  8.1346e-06     	|1000           	|  0.0081346      	|  0.0016407      	|
on_epoch_end                       	|  1.0594e-05     	|500            	|  0.005297       	|  0.0010684      	|
on_epoch_start                     	|  1.0547e-05     	|500            	|  0.0052733      	|  0.0010636      	|
on_train_start                     	|  0.00074538     	|1              	|  0.00074538     	|  0.00015034     	|
on_fit_end                         	|  2.2712e-05     	|1              	|  2.2712e-05     	|  4.5809e-06     	|
on_before_accelerator_backend_setup	|  2.161e-05      	|1              	|  2.161e-05      	|  4.3587e-06     	|
on_fit_start                       	|  1.8335e-05     	|1              	|  1.8335e-05     	|  3.6981e-06     	|
setup                              	|  1.4918e-05     	|1              	|  1.4918e-05     	|  3.0089e-06     	|
on_configure_sharded_model         	|  1.4427e-05     	|1              	|  1.4427e-05     	|  2.9099e-06     	|
teardown                           	|  1.058e-05      	|1              	|  1.058e-05      	|  2.1339e-06     	|
on_pretrain_routine_end            	|  1.0099e-05     	|1              	|  1.0099e-05     	|  2.0369e-06     	|
prepare_data                       	|  8.396e-06      	|1              	|  8.396e-06      	|  1.6934e-06     	|
configure_callbacks                	|  5.1199e-06     	|1              	|  5.1199e-06     	|  1.0327e-06     	|
configure_sharded_model            	|  4.929e-06      	|1              	|  4.929e-06      	|  9.9417e-07     	|
on_val_dataloader                  	|  4.5489e-06     	|1              	|  4.5489e-06     	|  9.1751e-07     	|
on_train_dataloader                	|  4.148e-06      	|1              	|  4.148e-06      	|  8.3664e-07     	|
