FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1553.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  9.1624         	|167            	|  1530.1         	|  98.498         	|
run_training_batch                 	|  0.18536        	|8000           	|  1482.9         	|  95.456         	|
training_step_and_backward         	|  0.17533        	|8000           	|  1402.7         	|  90.292         	|
model_forward                      	|  0.094228       	|8000           	|  753.83         	|  48.526         	|
training_step                      	|  0.094093       	|8000           	|  752.74         	|  48.456         	|
backward                           	|  0.08092        	|8000           	|  647.36         	|  41.672         	|
optimizer_step_with_closure_0      	|  0.23246        	|1000           	|  232.46         	|  14.964         	|
get_train_batch                    	|  0.0033522      	|8167           	|  27.378         	|  1.7624         	|
fetch_next_train_batch             	|  0.0033348      	|8167           	|  27.235         	|  1.7532         	|
on_train_batch_end                 	|  0.0010824      	|8000           	|  8.6593         	|  0.55742        	|
training_batch_to_device           	|  0.00021739     	|8000           	|  1.7392         	|  0.11195        	|
zero_grad                          	|  0.0013207      	|1000           	|  1.3207         	|  0.085014       	|
on_train_batch_start               	|  9.2972e-05     	|8000           	|  0.74378        	|  0.047879       	|
on_batch_start                     	|  1.5206e-05     	|8000           	|  0.12165        	|  0.0078309      	|
on_batch_end                       	|  1.3379e-05     	|8000           	|  0.10703        	|  0.0068897      	|
on_before_backward                 	|  1.3305e-05     	|8000           	|  0.10644        	|  0.0068519      	|
on_after_backward                  	|  1.1803e-05     	|8000           	|  0.094423       	|  0.0060782      	|
training_step_end                  	|  6.3905e-06     	|8000           	|  0.051124       	|  0.003291       	|
on_train_epoch_start               	|  0.00028976     	|167            	|  0.048389       	|  0.0031149      	|
on_train_epoch_end                 	|  0.00026178     	|167            	|  0.043717       	|  0.0028141      	|
on_train_end                       	|  0.02589        	|1              	|  0.02589        	|  0.0016666      	|
on_pretrain_routine_start          	|  0.02294        	|1              	|  0.02294        	|  0.0014767      	|
on_before_zero_grad                	|  1.5669e-05     	|1000           	|  0.015669       	|  0.0010086      	|
on_before_optimizer_step           	|  1.2764e-05     	|1000           	|  0.012764       	|  0.00082166     	|
configure_optimizers               	|  0.0076949      	|1              	|  0.0076949      	|  0.00049534     	|
on_epoch_end                       	|  1.1621e-05     	|167            	|  0.0019407      	|  0.00012492     	|
on_epoch_start                     	|  1.0551e-05     	|167            	|  0.0017621      	|  0.00011343     	|
on_train_start                     	|  0.0007144      	|1              	|  0.0007144      	|  4.5988e-05     	|
on_fit_end                         	|  2.2512e-05     	|1              	|  2.2512e-05     	|  1.4491e-06     	|
on_before_accelerator_backend_setup	|  1.9646e-05     	|1              	|  1.9646e-05     	|  1.2647e-06     	|
on_fit_start                       	|  1.6681e-05     	|1              	|  1.6681e-05     	|  1.0738e-06     	|
on_configure_sharded_model         	|  1.3135e-05     	|1              	|  1.3135e-05     	|  8.4552e-07     	|
setup                              	|  1.3035e-05     	|1              	|  1.3035e-05     	|  8.3909e-07     	|
on_pretrain_routine_end            	|  1.2033e-05     	|1              	|  1.2033e-05     	|  7.7459e-07     	|
teardown                           	|  1.056e-05      	|1              	|  1.056e-05      	|  6.7977e-07     	|
prepare_data                       	|  7.4839e-06     	|1              	|  7.4839e-06     	|  4.8175e-07     	|
configure_callbacks                	|  6.5421e-06     	|1              	|  6.5421e-06     	|  4.2113e-07     	|
on_val_dataloader                  	|  5.3199e-06     	|1              	|  5.3199e-06     	|  3.4246e-07     	|
configure_sharded_model            	|  4.478e-06      	|1              	|  4.478e-06      	|  2.8826e-07     	|
on_train_dataloader                	|  4.4291e-06     	|1              	|  4.4291e-06     	|  2.8511e-07     	|
