FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1771.1         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.495          	|500            	|  1747.5         	|  98.668         	|
run_training_batch                 	|  0.2075         	|8000           	|  1660.0         	|  93.729         	|
training_step_and_backward         	|  0.19608        	|8000           	|  1568.6         	|  88.569         	|
model_forward                      	|  0.11124        	|8000           	|  889.91         	|  50.247         	|
training_step                      	|  0.1111         	|8000           	|  888.82         	|  50.185         	|
backward                           	|  0.08465        	|8000           	|  677.2          	|  38.236         	|
optimizer_step_with_closure_0      	|  0.25413        	|1000           	|  254.13         	|  14.349         	|
get_train_batch                    	|  0.006787       	|8500           	|  57.689         	|  3.2573         	|
fetch_next_train_batch             	|  0.0067675      	|8500           	|  57.524         	|  3.2479         	|
on_train_batch_end                 	|  0.0011033      	|8000           	|  8.8261         	|  0.49835        	|
training_batch_to_device           	|  0.00023431     	|8000           	|  1.8745         	|  0.10584        	|
zero_grad                          	|  0.0013794      	|1000           	|  1.3794         	|  0.077883       	|
on_train_batch_start               	|  9.21e-05       	|8000           	|  0.7368         	|  0.041602       	|
on_train_epoch_start               	|  0.00029362     	|500            	|  0.14681        	|  0.0082893      	|
on_batch_start                     	|  1.7267e-05     	|8000           	|  0.13813        	|  0.0077993      	|
on_train_epoch_end                 	|  0.00026797     	|500            	|  0.13399        	|  0.0075652      	|
on_before_backward                 	|  1.3228e-05     	|8000           	|  0.10583        	|  0.0059752      	|
on_batch_end                       	|  1.3105e-05     	|8000           	|  0.10484        	|  0.0059196      	|
on_after_backward                  	|  1.1647e-05     	|8000           	|  0.093179       	|  0.0052611      	|
training_step_end                  	|  6.0165e-06     	|8000           	|  0.048132       	|  0.0027176      	|
on_train_end                       	|  0.024115       	|1              	|  0.024115       	|  0.0013616      	|
on_pretrain_routine_start          	|  0.023021       	|1              	|  0.023021       	|  0.0012998      	|
on_before_zero_grad                	|  2.0038e-05     	|1000           	|  0.020038       	|  0.0011314      	|
on_before_optimizer_step           	|  1.9013e-05     	|1000           	|  0.019013       	|  0.0010735      	|
configure_optimizers               	|  0.0081942      	|1              	|  0.0081942      	|  0.00046267     	|
on_epoch_start                     	|  1.0898e-05     	|500            	|  0.005449       	|  0.00030766     	|
on_epoch_end                       	|  1.0247e-05     	|500            	|  0.0051237      	|  0.0002893      	|
on_train_start                     	|  0.00072315     	|1              	|  0.00072315     	|  4.0831e-05     	|
on_fit_end                         	|  2.2782e-05     	|1              	|  2.2782e-05     	|  1.2863e-06     	|
on_before_accelerator_backend_setup	|  2.143e-05      	|1              	|  2.143e-05      	|  1.21e-06       	|
setup                              	|  2.0488e-05     	|1              	|  2.0488e-05     	|  1.1568e-06     	|
on_configure_sharded_model         	|  1.7974e-05     	|1              	|  1.7974e-05     	|  1.0149e-06     	|
on_fit_start                       	|  1.6752e-05     	|1              	|  1.6752e-05     	|  9.4586e-07     	|
teardown                           	|  1.0399e-05     	|1              	|  1.0399e-05     	|  5.8715e-07     	|
on_pretrain_routine_end            	|  9.7489e-06     	|1              	|  9.7489e-06     	|  5.5045e-07     	|
configure_callbacks                	|  8.5961e-06     	|1              	|  8.5961e-06     	|  4.8536e-07     	|
prepare_data                       	|  7.174e-06      	|1              	|  7.174e-06      	|  4.0506e-07     	|
configure_sharded_model            	|  4.8592e-06     	|1              	|  4.8592e-06     	|  2.7436e-07     	|
on_val_dataloader                  	|  4.6589e-06     	|1              	|  4.6589e-06     	|  2.6306e-07     	|
on_train_dataloader                	|  4.1081e-06     	|1              	|  4.1081e-06     	|  2.3195e-07     	|
