FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  447.94         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1189         	|200            	|  423.79         	|  94.607         	|
run_training_batch                 	|  0.35117        	|1000           	|  351.17         	|  78.396         	|
optimizer_step_with_closure_0      	|  0.34853        	|1000           	|  348.53         	|  77.807         	|
training_step_and_backward         	|  0.27127        	|1000           	|  271.27         	|  60.56          	|
model_forward                      	|  0.16086        	|1000           	|  160.86         	|  35.912         	|
training_step                      	|  0.16072        	|1000           	|  160.72         	|  35.879         	|
backward                           	|  0.10904        	|1000           	|  109.04         	|  24.342         	|
get_train_batch                    	|  0.016685       	|1200           	|  20.023         	|  4.4699         	|
fetch_next_train_batch             	|  0.01666        	|1200           	|  19.992         	|  4.4631         	|
zero_grad                          	|  0.0013435      	|1000           	|  1.3435         	|  0.29994        	|
on_train_batch_end                 	|  0.0012515      	|1000           	|  1.2515         	|  0.27939        	|
training_batch_to_device           	|  0.00033711     	|1000           	|  0.33711        	|  0.075258       	|
on_train_batch_start               	|  9.7207e-05     	|1000           	|  0.097207       	|  0.021701       	|
on_train_epoch_start               	|  0.00027552     	|200            	|  0.055105       	|  0.012302       	|
on_train_epoch_end                 	|  0.00025013     	|200            	|  0.050025       	|  0.011168       	|
on_train_end                       	|  0.023415       	|1              	|  0.023415       	|  0.0052272      	|
on_batch_start                     	|  2.3289e-05     	|1000           	|  0.023289       	|  0.0051991      	|
on_pretrain_routine_start          	|  0.022529       	|1              	|  0.022529       	|  0.0050295      	|
on_before_zero_grad                	|  1.7277e-05     	|1000           	|  0.017277       	|  0.003857       	|
on_batch_end                       	|  1.3876e-05     	|1000           	|  0.013876       	|  0.0030978      	|
on_after_backward                  	|  1.1332e-05     	|1000           	|  0.011332       	|  0.0025297      	|
on_before_optimizer_step           	|  1.119e-05      	|1000           	|  0.01119        	|  0.0024982      	|
on_before_backward                 	|  1.1012e-05     	|1000           	|  0.011012       	|  0.0024583      	|
configure_optimizers               	|  0.008386       	|1              	|  0.008386       	|  0.0018721      	|
training_step_end                  	|  6.5345e-06     	|1000           	|  0.0065345      	|  0.0014588      	|
on_epoch_start                     	|  1.0903e-05     	|200            	|  0.0021807      	|  0.00048682     	|
on_epoch_end                       	|  1.0405e-05     	|200            	|  0.0020809      	|  0.00046455     	|
on_train_start                     	|  0.00078789     	|1              	|  0.00078789     	|  0.00017589     	|
on_before_accelerator_backend_setup	|  1.9617e-05     	|1              	|  1.9617e-05     	|  4.3794e-06     	|
on_fit_end                         	|  1.9146e-05     	|1              	|  1.9146e-05     	|  4.2742e-06     	|
on_fit_start                       	|  1.6842e-05     	|1              	|  1.6842e-05     	|  3.7598e-06     	|
setup                              	|  1.559e-05      	|1              	|  1.559e-05      	|  3.4804e-06     	|
on_configure_sharded_model         	|  1.4257e-05     	|1              	|  1.4257e-05     	|  3.1828e-06     	|
on_pretrain_routine_end            	|  1.2724e-05     	|1              	|  1.2724e-05     	|  2.8406e-06     	|
teardown                           	|  1.0189e-05     	|1              	|  1.0189e-05     	|  2.2746e-06     	|
prepare_data                       	|  7.8051e-06     	|1              	|  7.8051e-06     	|  1.7424e-06     	|
configure_callbacks                	|  6.6931e-06     	|1              	|  6.6931e-06     	|  1.4942e-06     	|
configure_sharded_model            	|  4.438e-06      	|1              	|  4.438e-06      	|  9.9075e-07     	|
on_val_dataloader                  	|  4.409e-06      	|1              	|  4.409e-06      	|  9.8428e-07     	|
on_train_dataloader                	|  3.858e-06      	|1              	|  3.858e-06      	|  8.6127e-07     	|
