FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  352.23         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.2246         	|63             	|  329.15         	|  93.449         	|
run_training_batch                 	|  0.30588        	|1000           	|  305.88         	|  86.842         	|
optimizer_step_with_closure_0      	|  0.3032         	|1000           	|  303.2          	|  86.08          	|
training_step_and_backward         	|  0.22705        	|1000           	|  227.05         	|  64.461         	|
model_forward                      	|  0.14097        	|1000           	|  140.97         	|  40.022         	|
training_step                      	|  0.14083        	|1000           	|  140.83         	|  39.983         	|
backward                           	|  0.08476        	|1000           	|  84.76          	|  24.064         	|
get_train_batch                    	|  0.0074305      	|1063           	|  7.8986         	|  2.2425         	|
fetch_next_train_batch             	|  0.0074115      	|1063           	|  7.8785         	|  2.2368         	|
zero_grad                          	|  0.0012975      	|1000           	|  1.2975         	|  0.36837        	|
on_train_batch_end                 	|  0.0011928      	|1000           	|  1.1928         	|  0.33866        	|
training_batch_to_device           	|  0.0002167      	|1000           	|  0.2167         	|  0.061522       	|
on_train_batch_start               	|  9.0406e-05     	|1000           	|  0.090406       	|  0.025667       	|
on_train_end                       	|  0.025057       	|1              	|  0.025057       	|  0.007114       	|
on_pretrain_routine_start          	|  0.022744       	|1              	|  0.022744       	|  0.0064573      	|
on_train_epoch_end                 	|  0.00030901     	|63             	|  0.019468       	|  0.0055271      	|
on_train_epoch_start               	|  0.00029294     	|63             	|  0.018456       	|  0.0052397      	|
on_batch_start                     	|  1.5828e-05     	|1000           	|  0.015828       	|  0.0044937      	|
on_batch_end                       	|  1.3873e-05     	|1000           	|  0.013873       	|  0.0039388      	|
on_before_zero_grad                	|  1.3858e-05     	|1000           	|  0.013858       	|  0.0039343      	|
on_after_backward                  	|  1.1818e-05     	|1000           	|  0.011818       	|  0.0033551      	|
on_before_backward                 	|  1.055e-05      	|1000           	|  0.01055        	|  0.0029952      	|
on_before_optimizer_step           	|  1.008e-05      	|1000           	|  0.01008        	|  0.0028618      	|
configure_optimizers               	|  0.0087869      	|1              	|  0.0087869      	|  0.0024947      	|
training_step_end                  	|  6.4453e-06     	|1000           	|  0.0064453      	|  0.0018299      	|
on_train_start                     	|  0.00074765     	|1              	|  0.00074765     	|  0.00021227     	|
on_epoch_start                     	|  1.0899e-05     	|63             	|  0.00068661     	|  0.00019493     	|
on_epoch_end                       	|  1.0559e-05     	|63             	|  0.00066521     	|  0.00018886     	|
on_fit_end                         	|  2.3504e-05     	|1              	|  2.3504e-05     	|  6.673e-06      	|
on_before_accelerator_backend_setup	|  1.9517e-05     	|1              	|  1.9517e-05     	|  5.5411e-06     	|
on_fit_start                       	|  1.7162e-05     	|1              	|  1.7162e-05     	|  4.8725e-06     	|
setup                              	|  1.5338e-05     	|1              	|  1.5338e-05     	|  4.3546e-06     	|
on_configure_sharded_model         	|  1.3586e-05     	|1              	|  1.3586e-05     	|  3.8572e-06     	|
teardown                           	|  1.084e-05      	|1              	|  1.084e-05      	|  3.0776e-06     	|
on_pretrain_routine_end            	|  1.035e-05      	|1              	|  1.035e-05      	|  2.9385e-06     	|
prepare_data                       	|  9.718e-06      	|1              	|  9.718e-06      	|  2.759e-06      	|
configure_callbacks                	|  5.4999e-06     	|1              	|  5.4999e-06     	|  1.5615e-06     	|
configure_sharded_model            	|  5.05e-06       	|1              	|  5.05e-06       	|  1.4337e-06     	|
on_val_dataloader                  	|  4.739e-06      	|1              	|  4.739e-06      	|  1.3455e-06     	|
on_train_dataloader                	|  4.729e-06      	|1              	|  4.729e-06      	|  1.3426e-06     	|
