FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1170.6         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.3059         	|500            	|  1153.0         	|  98.491         	|
run_training_batch                 	|  0.26651        	|1000           	|  266.51         	|  22.766         	|
optimizer_step_with_closure_0      	|  0.26288        	|1000           	|  262.88         	|  22.457         	|
training_step_and_backward         	|  0.20198        	|1000           	|  201.98         	|  17.254         	|
get_train_batch                    	|  0.1133         	|1500           	|  169.95         	|  14.518         	|
fetch_next_train_batch             	|  0.11326        	|1500           	|  169.9          	|  14.513         	|
backward                           	|  0.10345        	|1000           	|  103.45         	|  8.8374         	|
model_forward                      	|  0.097156       	|1000           	|  97.156         	|  8.2995         	|
training_step                      	|  0.096949       	|1000           	|  96.949         	|  8.2818         	|
on_train_batch_end                 	|  0.0019489      	|1000           	|  1.9489         	|  0.16648        	|
zero_grad                          	|  0.0013348      	|1000           	|  1.3348         	|  0.11402        	|
training_batch_to_device           	|  0.00066324     	|1000           	|  0.66324        	|  0.056657       	|
on_train_epoch_end                 	|  0.00031277     	|500            	|  0.15639        	|  0.013359       	|
on_train_epoch_start               	|  0.00029415     	|500            	|  0.14708        	|  0.012564       	|
on_train_batch_start               	|  0.00012723     	|1000           	|  0.12723        	|  0.010869       	|
on_batch_start                     	|  4.4913e-05     	|1000           	|  0.044913       	|  0.0038366      	|
on_train_end                       	|  0.044155       	|1              	|  0.044155       	|  0.0037719      	|
on_pretrain_routine_start          	|  0.021908       	|1              	|  0.021908       	|  0.0018715      	|
on_before_zero_grad                	|  2.0528e-05     	|1000           	|  0.020528       	|  0.0017536      	|
on_after_backward                  	|  1.8509e-05     	|1000           	|  0.018509       	|  0.0015811      	|
on_batch_end                       	|  1.6722e-05     	|1000           	|  0.016722       	|  0.0014284      	|
on_before_backward                 	|  1.2687e-05     	|1000           	|  0.012687       	|  0.0010838      	|
on_before_optimizer_step           	|  1.2573e-05     	|1000           	|  0.012573       	|  0.001074       	|
configure_optimizers               	|  0.010009       	|1              	|  0.010009       	|  0.00085502     	|
training_step_end                  	|  7.898e-06      	|1000           	|  0.007898       	|  0.00067468     	|
on_epoch_end                       	|  1.1025e-05     	|500            	|  0.0055123      	|  0.00047088     	|
on_epoch_start                     	|  1.074e-05      	|500            	|  0.0053701      	|  0.00045873     	|
on_train_start                     	|  0.0010772      	|1              	|  0.0010772      	|  9.2021e-05     	|
on_fit_start                       	|  4.5208e-05     	|1              	|  4.5208e-05     	|  3.8619e-06     	|
on_fit_end                         	|  2.9521e-05     	|1              	|  2.9521e-05     	|  2.5218e-06     	|
setup                              	|  2.2627e-05     	|1              	|  2.2627e-05     	|  1.9329e-06     	|
on_before_accelerator_backend_setup	|  2.1784e-05     	|1              	|  2.1784e-05     	|  1.8608e-06     	|
on_configure_sharded_model         	|  2.0826e-05     	|1              	|  2.0826e-05     	|  1.7791e-06     	|
teardown                           	|  1.6304e-05     	|1              	|  1.6304e-05     	|  1.3927e-06     	|
on_pretrain_routine_end            	|  1.3895e-05     	|1              	|  1.3895e-05     	|  1.187e-06      	|
configure_callbacks                	|  8.6799e-06     	|1              	|  8.6799e-06     	|  7.4148e-07     	|
on_val_dataloader                  	|  8.4694e-06     	|1              	|  8.4694e-06     	|  7.235e-07      	|
prepare_data                       	|  8.2217e-06     	|1              	|  8.2217e-06     	|  7.0233e-07     	|
configure_sharded_model            	|  7.9647e-06     	|1              	|  7.9647e-06     	|  6.8038e-07     	|
on_train_dataloader                	|  6.1598e-06     	|1              	|  6.1598e-06     	|  5.2619e-07     	|
