FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1284.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5265         	|500            	|  1263.3         	|  98.362         	|
run_training_batch                 	|  0.37516        	|1000           	|  375.16         	|  29.212         	|
optimizer_step_with_closure_0      	|  0.3715         	|1000           	|  371.5          	|  28.926         	|
training_step_and_backward         	|  0.26564        	|1000           	|  265.64         	|  20.684         	|
get_train_batch                    	|  0.094078       	|1500           	|  141.12         	|  10.988         	|
fetch_next_train_batch             	|  0.094037       	|1500           	|  141.06         	|  10.983         	|
model_forward                      	|  0.13642        	|1000           	|  136.42         	|  10.622         	|
training_step                      	|  0.13618        	|1000           	|  136.18         	|  10.604         	|
backward                           	|  0.1276         	|1000           	|  127.6          	|  9.9355         	|
on_train_batch_end                 	|  0.0023051      	|1000           	|  2.3051         	|  0.17948        	|
zero_grad                          	|  0.001581       	|1000           	|  1.581          	|  0.1231         	|
training_batch_to_device           	|  0.00064363     	|1000           	|  0.64363        	|  0.050115       	|
on_train_epoch_end                 	|  0.00038326     	|500            	|  0.19163        	|  0.014921       	|
on_train_epoch_start               	|  0.00034967     	|500            	|  0.17483        	|  0.013613       	|
on_train_batch_start               	|  0.00011159     	|1000           	|  0.11159        	|  0.0086884      	|
on_train_end                       	|  0.047685       	|1              	|  0.047685       	|  0.0037129      	|
on_batch_start                     	|  4.4759e-05     	|1000           	|  0.044759       	|  0.0034851      	|
on_after_backward                  	|  2.4319e-05     	|1000           	|  0.024319       	|  0.0018935      	|
on_before_zero_grad                	|  2.3987e-05     	|1000           	|  0.023987       	|  0.0018677      	|
on_pretrain_routine_start          	|  0.021583       	|1              	|  0.021583       	|  0.0016806      	|
on_batch_end                       	|  1.8013e-05     	|1000           	|  0.018013       	|  0.0014026      	|
on_before_optimizer_step           	|  1.7017e-05     	|1000           	|  0.017017       	|  0.001325       	|
on_before_backward                 	|  1.6314e-05     	|1000           	|  0.016314       	|  0.0012703      	|
configure_optimizers               	|  0.010736       	|1              	|  0.010736       	|  0.00083597     	|
training_step_end                  	|  8.7623e-06     	|1000           	|  0.0087623      	|  0.00068226     	|
on_epoch_end                       	|  1.1359e-05     	|500            	|  0.0056796      	|  0.00044223     	|
on_epoch_start                     	|  1.1024e-05     	|500            	|  0.0055118      	|  0.00042917     	|
on_train_start                     	|  0.0023997      	|1              	|  0.0023997      	|  0.00018685     	|
on_fit_end                         	|  6.9069e-05     	|1              	|  6.9069e-05     	|  5.3779e-06     	|
on_fit_start                       	|  3.941e-05      	|1              	|  3.941e-05      	|  3.0686e-06     	|
on_before_accelerator_backend_setup	|  3.9138e-05     	|1              	|  3.9138e-05     	|  3.0474e-06     	|
setup                              	|  3.2231e-05     	|1              	|  3.2231e-05     	|  2.5096e-06     	|
on_configure_sharded_model         	|  2.3426e-05     	|1              	|  2.3426e-05     	|  1.8241e-06     	|
teardown                           	|  1.7548e-05     	|1              	|  1.7548e-05     	|  1.3663e-06     	|
prepare_data                       	|  1.5257e-05     	|1              	|  1.5257e-05     	|  1.188e-06      	|
on_pretrain_routine_end            	|  1.462e-05      	|1              	|  1.462e-05      	|  1.1384e-06     	|
configure_callbacks                	|  7.607e-06      	|1              	|  7.607e-06      	|  5.9231e-07     	|
configure_sharded_model            	|  7.1656e-06     	|1              	|  7.1656e-06     	|  5.5794e-07     	|
on_val_dataloader                  	|  6.6496e-06     	|1              	|  6.6496e-06     	|  5.1776e-07     	|
on_train_dataloader                	|  6.5509e-06     	|1              	|  6.5509e-06     	|  5.1008e-07     	|
