FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  390.88         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.665         	|25             	|  366.64         	|  93.799         	|
run_training_batch                 	|  0.35408        	|1000           	|  354.08         	|  90.587         	|
optimizer_step_with_closure_0      	|  0.35136        	|1000           	|  351.36         	|  89.89          	|
training_step_and_backward         	|  0.27259        	|1000           	|  272.59         	|  69.739         	|
model_forward                      	|  0.1612         	|1000           	|  161.2          	|  41.242         	|
training_step                      	|  0.16107        	|1000           	|  161.07         	|  41.207         	|
backward                           	|  0.11005        	|1000           	|  110.05         	|  28.155         	|
get_train_batch                    	|  0.004226       	|1025           	|  4.3317         	|  1.1082         	|
fetch_next_train_batch             	|  0.0042081      	|1025           	|  4.3133         	|  1.1035         	|
zero_grad                          	|  0.0013152      	|1000           	|  1.3152         	|  0.33648        	|
on_train_batch_end                 	|  0.0012055      	|1000           	|  1.2055         	|  0.30841        	|
training_batch_to_device           	|  0.00023813     	|1000           	|  0.23813        	|  0.060921       	|
on_train_batch_start               	|  9.1277e-05     	|1000           	|  0.091277       	|  0.023352       	|
on_train_end                       	|  0.023872       	|1              	|  0.023872       	|  0.0061072      	|
on_pretrain_routine_start          	|  0.022631       	|1              	|  0.022631       	|  0.0057898      	|
on_batch_start                     	|  1.4846e-05     	|1000           	|  0.014846       	|  0.003798       	|
on_before_zero_grad                	|  1.3831e-05     	|1000           	|  0.013831       	|  0.0035385      	|
on_batch_end                       	|  1.3532e-05     	|1000           	|  0.013532       	|  0.0034619      	|
on_after_backward                  	|  1.2869e-05     	|1000           	|  0.012869       	|  0.0032925      	|
on_before_optimizer_step           	|  1.0594e-05     	|1000           	|  0.010594       	|  0.0027103      	|
on_before_backward                 	|  1.0539e-05     	|1000           	|  0.010539       	|  0.0026962      	|
configure_optimizers               	|  0.0083775      	|1              	|  0.0083775      	|  0.0021433      	|
on_train_epoch_start               	|  0.00030692     	|25             	|  0.007673       	|  0.001963       	|
on_train_epoch_end                 	|  0.00030014     	|25             	|  0.0075036      	|  0.0019197      	|
training_step_end                  	|  6.0234e-06     	|1000           	|  0.0060234      	|  0.001541       	|
on_train_start                     	|  0.00066975     	|1              	|  0.00066975     	|  0.00017135     	|
on_epoch_end                       	|  1.0895e-05     	|25             	|  0.00027238     	|  6.9685e-05     	|
on_epoch_start                     	|  1.0537e-05     	|25             	|  0.00026343     	|  6.7396e-05     	|
on_fit_end                         	|  2.3233e-05     	|1              	|  2.3233e-05     	|  5.9438e-06     	|
on_before_accelerator_backend_setup	|  2.0849e-05     	|1              	|  2.0849e-05     	|  5.3339e-06     	|
on_fit_start                       	|  1.8465e-05     	|1              	|  1.8465e-05     	|  4.724e-06      	|
on_configure_sharded_model         	|  1.3897e-05     	|1              	|  1.3897e-05     	|  3.5553e-06     	|
setup                              	|  1.2893e-05     	|1              	|  1.2893e-05     	|  3.2985e-06     	|
teardown                           	|  1.1762e-05     	|1              	|  1.1762e-05     	|  3.0091e-06     	|
on_pretrain_routine_end            	|  9.719e-06      	|1              	|  9.719e-06      	|  2.4865e-06     	|
prepare_data                       	|  8.105e-06      	|1              	|  8.105e-06      	|  2.0735e-06     	|
configure_callbacks                	|  7.7339e-06     	|1              	|  7.7339e-06     	|  1.9786e-06     	|
configure_sharded_model            	|  4.4079e-06     	|1              	|  4.4079e-06     	|  1.1277e-06     	|
on_train_dataloader                	|  4.1979e-06     	|1              	|  4.1979e-06     	|  1.074e-06      	|
on_val_dataloader                  	|  4.1979e-06     	|1              	|  4.1979e-06     	|  1.074e-06      	|
