FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1760.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.4735         	|500            	|  1736.7         	|  98.666         	|
run_training_batch                 	|  0.20615        	|8000           	|  1649.2         	|  93.69          	|
training_step_and_backward         	|  0.19462        	|8000           	|  1556.9         	|  88.451         	|
model_forward                      	|  0.10947        	|8000           	|  875.79         	|  49.754         	|
training_step                      	|  0.10933        	|8000           	|  874.67         	|  49.691         	|
backward                           	|  0.084956       	|8000           	|  679.65         	|  38.611         	|
optimizer_step_with_closure_0      	|  0.2537         	|1000           	|  253.7          	|  14.413         	|
get_train_batch                    	|  0.0067901      	|8500           	|  57.716         	|  3.2789         	|
fetch_next_train_batch             	|  0.0067707      	|8500           	|  57.551         	|  3.2695         	|
on_train_batch_end                 	|  0.001105       	|8000           	|  8.8402         	|  0.50222        	|
training_batch_to_device           	|  0.0002376      	|8000           	|  1.9008         	|  0.10798        	|
zero_grad                          	|  0.0013512      	|1000           	|  1.3512         	|  0.076765       	|
on_train_batch_start               	|  9.2409e-05     	|8000           	|  0.73927        	|  0.041999       	|
on_train_epoch_start               	|  0.00028346     	|500            	|  0.14173        	|  0.0080519      	|
on_batch_start                     	|  1.7551e-05     	|8000           	|  0.14041        	|  0.0079767      	|
on_train_epoch_end                 	|  0.00025833     	|500            	|  0.12917        	|  0.007338       	|
on_batch_end                       	|  1.3327e-05     	|8000           	|  0.10662        	|  0.0060571      	|
on_before_backward                 	|  1.2975e-05     	|8000           	|  0.1038         	|  0.0058967      	|
on_after_backward                  	|  1.155e-05      	|8000           	|  0.092401       	|  0.0052494      	|
training_step_end                  	|  5.9169e-06     	|8000           	|  0.047335       	|  0.0026891      	|
on_train_end                       	|  0.024215       	|1              	|  0.024215       	|  0.0013757      	|
on_pretrain_routine_start          	|  0.022738       	|1              	|  0.022738       	|  0.0012918      	|
on_before_zero_grad                	|  2.0447e-05     	|1000           	|  0.020447       	|  0.0011616      	|
on_before_optimizer_step           	|  1.5812e-05     	|1000           	|  0.015812       	|  0.00089831     	|
configure_optimizers               	|  0.0084861      	|1              	|  0.0084861      	|  0.0004821      	|
on_epoch_start                     	|  1.0664e-05     	|500            	|  0.0053322      	|  0.00030292     	|
on_epoch_end                       	|  1.0576e-05     	|500            	|  0.0052882      	|  0.00030043     	|
on_train_start                     	|  0.00069574     	|1              	|  0.00069574     	|  3.9526e-05     	|
setup                              	|  2.2071e-05     	|1              	|  2.2071e-05     	|  1.2539e-06     	|
on_before_accelerator_backend_setup	|  2.153e-05      	|1              	|  2.153e-05      	|  1.2231e-06     	|
on_fit_end                         	|  2.0929e-05     	|1              	|  2.0929e-05     	|  1.189e-06      	|
on_configure_sharded_model         	|  1.8655e-05     	|1              	|  1.8655e-05     	|  1.0598e-06     	|
on_fit_start                       	|  1.8645e-05     	|1              	|  1.8645e-05     	|  1.0592e-06     	|
teardown                           	|  1.058e-05      	|1              	|  1.058e-05      	|  6.0106e-07     	|
on_pretrain_routine_end            	|  9.8881e-06     	|1              	|  9.8881e-06     	|  5.6175e-07     	|
prepare_data                       	|  7.674e-06      	|1              	|  7.674e-06      	|  4.3596e-07     	|
configure_callbacks                	|  6.302e-06      	|1              	|  6.302e-06      	|  3.5802e-07     	|
configure_sharded_model            	|  4.599e-06      	|1              	|  4.599e-06      	|  2.6127e-07     	|
on_val_dataloader                  	|  4.5879e-06     	|1              	|  4.5879e-06     	|  2.6064e-07     	|
on_train_dataloader                	|  3.887e-06      	|1              	|  3.887e-06      	|  2.2082e-07     	|
