FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1515.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.9989         	|500            	|  1499.5         	|  98.913         	|
run_training_batch                 	|  0.2908         	|1000           	|  290.8          	|  19.183         	|
optimizer_step_with_closure_0      	|  0.28724        	|1000           	|  287.24         	|  18.948         	|
training_step_and_backward         	|  0.22215        	|1000           	|  222.15         	|  14.655         	|
get_train_batch                    	|  0.12742        	|1500           	|  191.13         	|  12.608         	|
fetch_next_train_batch             	|  0.12738        	|1500           	|  191.06         	|  12.604         	|
model_forward                      	|  0.11451        	|1000           	|  114.51         	|  7.554          	|
training_step                      	|  0.11424        	|1000           	|  114.24         	|  7.5362         	|
backward                           	|  0.10612        	|1000           	|  106.12         	|  7.0006         	|
on_train_batch_end                 	|  0.0027582      	|1000           	|  2.7582         	|  0.18195        	|
zero_grad                          	|  0.0014687      	|1000           	|  1.4687         	|  0.096884       	|
training_batch_to_device           	|  0.00076054     	|1000           	|  0.76054        	|  0.05017        	|
on_train_epoch_end                 	|  0.00044138     	|500            	|  0.22069        	|  0.014558       	|
on_train_epoch_start               	|  0.00037424     	|500            	|  0.18712        	|  0.012344       	|
on_train_batch_start               	|  0.00011292     	|1000           	|  0.11292        	|  0.0074487      	|
on_train_end                       	|  0.089558       	|1              	|  0.089558       	|  0.0059078      	|
on_batch_start                     	|  4.8463e-05     	|1000           	|  0.048463       	|  0.0031969      	|
on_after_backward                  	|  2.601e-05      	|1000           	|  0.02601        	|  0.0017158      	|
on_pretrain_routine_start          	|  0.023972       	|1              	|  0.023972       	|  0.0015813      	|
on_before_zero_grad                	|  2.3351e-05     	|1000           	|  0.023351       	|  0.0015404      	|
on_batch_end                       	|  1.8302e-05     	|1000           	|  0.018302       	|  0.0012073      	|
on_before_optimizer_step           	|  1.7221e-05     	|1000           	|  0.017221       	|  0.001136       	|
on_before_backward                 	|  1.5955e-05     	|1000           	|  0.015955       	|  0.0010525      	|
configure_optimizers               	|  0.013626       	|1              	|  0.013626       	|  0.00089884     	|
training_step_end                  	|  1.0882e-05     	|1000           	|  0.010882       	|  0.00071784     	|
on_epoch_end                       	|  1.1905e-05     	|500            	|  0.0059526      	|  0.00039267     	|
on_epoch_start                     	|  1.1592e-05     	|500            	|  0.0057961      	|  0.00038234     	|
on_train_start                     	|  0.00070236     	|1              	|  0.00070236     	|  4.6332e-05     	|
on_fit_end                         	|  0.00014882     	|1              	|  0.00014882     	|  9.8168e-06     	|
setup                              	|  2.7852e-05     	|1              	|  2.7852e-05     	|  1.8373e-06     	|
on_before_accelerator_backend_setup	|  2.7176e-05     	|1              	|  2.7176e-05     	|  1.7927e-06     	|
teardown                           	|  2.6848e-05     	|1              	|  2.6848e-05     	|  1.7711e-06     	|
on_configure_sharded_model         	|  2.6094e-05     	|1              	|  2.6094e-05     	|  1.7213e-06     	|
on_fit_start                       	|  2.428e-05      	|1              	|  2.428e-05      	|  1.6016e-06     	|
on_pretrain_routine_end            	|  1.3549e-05     	|1              	|  1.3549e-05     	|  8.9377e-07     	|
prepare_data                       	|  1.2677e-05     	|1              	|  1.2677e-05     	|  8.3626e-07     	|
configure_sharded_model            	|  1.0552e-05     	|1              	|  1.0552e-05     	|  6.9607e-07     	|
configure_callbacks                	|  7.8063e-06     	|1              	|  7.8063e-06     	|  5.1495e-07     	|
on_train_dataloader                	|  7.0035e-06     	|1              	|  7.0035e-06     	|  4.62e-07       	|
on_val_dataloader                  	|  6.8508e-06     	|1              	|  6.8508e-06     	|  4.5192e-07     	|
