FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  543.09         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  1.0393         	|500            	|  519.63         	|  95.681         	|
run_training_batch                 	|  0.36147        	|1000           	|  361.47         	|  66.558         	|
optimizer_step_with_closure_0      	|  0.35874        	|1000           	|  358.74         	|  66.056         	|
training_step_and_backward         	|  0.26902        	|1000           	|  269.02         	|  49.535         	|
model_forward                      	|  0.16632        	|1000           	|  166.32         	|  30.625         	|
training_step                      	|  0.16615        	|1000           	|  166.15         	|  30.594         	|
backward                           	|  0.10128        	|1000           	|  101.28         	|  18.648         	|
get_train_batch                    	|  0.030215       	|1500           	|  45.323         	|  8.3454         	|
fetch_next_train_batch             	|  0.030182       	|1500           	|  45.273         	|  8.3363         	|
zero_grad                          	|  0.001389       	|1000           	|  1.389          	|  0.25575        	|
on_train_batch_end                 	|  0.0013264      	|1000           	|  1.3264         	|  0.24423        	|
training_batch_to_device           	|  0.00060174     	|1000           	|  0.60174        	|  0.1108         	|
on_train_epoch_start               	|  0.00027576     	|500            	|  0.13788        	|  0.025388       	|
on_train_epoch_end                 	|  0.00026525     	|500            	|  0.13263        	|  0.024421       	|
on_train_batch_start               	|  0.00010665     	|1000           	|  0.10665        	|  0.019638       	|
on_batch_start                     	|  3.5194e-05     	|1000           	|  0.035194       	|  0.0064802      	|
on_pretrain_routine_start          	|  0.025662       	|1              	|  0.025662       	|  0.0047252      	|
on_train_end                       	|  0.024189       	|1              	|  0.024189       	|  0.004454       	|
on_before_zero_grad                	|  2.3084e-05     	|1000           	|  0.023084       	|  0.0042506      	|
on_batch_end                       	|  1.3633e-05     	|1000           	|  0.013633       	|  0.0025103      	|
on_before_optimizer_step           	|  1.2211e-05     	|1000           	|  0.012211       	|  0.0022485      	|
on_before_backward                 	|  1.1862e-05     	|1000           	|  0.011862       	|  0.0021841      	|
on_after_backward                  	|  1.1085e-05     	|1000           	|  0.011085       	|  0.0020412      	|
configure_optimizers               	|  0.0079141      	|1              	|  0.0079141      	|  0.0014572      	|
training_step_end                  	|  7.3888e-06     	|1000           	|  0.0073888      	|  0.0013605      	|
on_epoch_start                     	|  1.0367e-05     	|500            	|  0.0051836      	|  0.00095447     	|
on_epoch_end                       	|  1.0271e-05     	|500            	|  0.0051356      	|  0.00094564     	|
on_train_start                     	|  0.0008016      	|1              	|  0.0008016      	|  0.0001476      	|
on_fit_end                         	|  2.15e-05       	|1              	|  2.15e-05       	|  3.9588e-06     	|
on_before_accelerator_backend_setup	|  1.9216e-05     	|1              	|  1.9216e-05     	|  3.5383e-06     	|
on_fit_start                       	|  1.602e-05      	|1              	|  1.602e-05      	|  2.9498e-06     	|
on_configure_sharded_model         	|  1.3265e-05     	|1              	|  1.3265e-05     	|  2.4425e-06     	|
setup                              	|  1.2012e-05     	|1              	|  1.2012e-05     	|  2.2118e-06     	|
on_pretrain_routine_end            	|  1.1722e-05     	|1              	|  1.1722e-05     	|  2.1584e-06     	|
teardown                           	|  9.9291e-06     	|1              	|  9.9291e-06     	|  1.8283e-06     	|
prepare_data                       	|  7.3441e-06     	|1              	|  7.3441e-06     	|  1.3523e-06     	|
on_train_dataloader                	|  6.5931e-06     	|1              	|  6.5931e-06     	|  1.214e-06      	|
on_val_dataloader                  	|  5.269e-06      	|1              	|  5.269e-06      	|  9.7018e-07     	|
configure_sharded_model            	|  4.869e-06      	|1              	|  4.869e-06      	|  8.9653e-07     	|
configure_callbacks                	|  4.6589e-06     	|1              	|  4.6589e-06     	|  8.5786e-07     	|
