FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1734.7         	|  100 %          	|
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run_training_epoch                 	|  3.4222         	|500            	|  1711.1         	|  98.643         	|
run_training_batch                 	|  0.203          	|8000           	|  1624.0         	|  93.619         	|
training_step_and_backward         	|  0.19204        	|8000           	|  1536.3         	|  88.567         	|
model_forward                      	|  0.10664        	|8000           	|  853.09         	|  49.179         	|
training_step                      	|  0.1065         	|8000           	|  851.99         	|  49.116         	|
backward                           	|  0.085216       	|8000           	|  681.73         	|  39.3           	|
optimizer_step_with_closure_0      	|  0.25081        	|1000           	|  250.81         	|  14.459         	|
get_train_batch                    	|  0.006752       	|8500           	|  57.392         	|  3.3085         	|
fetch_next_train_batch             	|  0.006733       	|8500           	|  57.23          	|  3.2992         	|
on_train_batch_end                 	|  0.0011077      	|8000           	|  8.8616         	|  0.51085        	|
training_batch_to_device           	|  0.00023706     	|8000           	|  1.8965         	|  0.10933        	|
zero_grad                          	|  0.001383       	|1000           	|  1.383          	|  0.079728       	|
on_train_batch_start               	|  9.3052e-05     	|8000           	|  0.74441        	|  0.042914       	|
on_train_epoch_start               	|  0.00029246     	|500            	|  0.14623        	|  0.0084299      	|
on_batch_start                     	|  1.6998e-05     	|8000           	|  0.13598        	|  0.0078391      	|
on_train_epoch_end                 	|  0.00026212     	|500            	|  0.13106        	|  0.0075553      	|
on_batch_end                       	|  1.3887e-05     	|8000           	|  0.11109        	|  0.0064043      	|
on_before_backward                 	|  1.3191e-05     	|8000           	|  0.10553        	|  0.0060834      	|
on_after_backward                  	|  1.1793e-05     	|8000           	|  0.094344       	|  0.0054388      	|
training_step_end                  	|  6.0815e-06     	|8000           	|  0.048652       	|  0.0028047      	|
on_train_end                       	|  0.024627       	|1              	|  0.024627       	|  0.0014197      	|
on_pretrain_routine_start          	|  0.022815       	|1              	|  0.022815       	|  0.0013153      	|
on_before_zero_grad                	|  2.0613e-05     	|1000           	|  0.020613       	|  0.0011883      	|
on_before_optimizer_step           	|  1.594e-05      	|1000           	|  0.01594        	|  0.00091892     	|
configure_optimizers               	|  0.0081558      	|1              	|  0.0081558      	|  0.00047017     	|
on_epoch_end                       	|  1.0798e-05     	|500            	|  0.0053992      	|  0.00031125     	|
on_epoch_start                     	|  1.0685e-05     	|500            	|  0.0053423      	|  0.00030798     	|
on_train_start                     	|  0.00069037     	|1              	|  0.00069037     	|  3.9798e-05     	|
on_before_accelerator_backend_setup	|  2.3504e-05     	|1              	|  2.3504e-05     	|  1.355e-06      	|
on_fit_end                         	|  2.3053e-05     	|1              	|  2.3053e-05     	|  1.329e-06      	|
setup                              	|  2.172e-05      	|1              	|  2.172e-05      	|  1.2521e-06     	|
on_configure_sharded_model         	|  1.6972e-05     	|1              	|  1.6972e-05     	|  9.7841e-07     	|
on_fit_start                       	|  1.6812e-05     	|1              	|  1.6812e-05     	|  9.6918e-07     	|
teardown                           	|  1.068e-05      	|1              	|  1.068e-05      	|  6.1568e-07     	|
on_pretrain_routine_end            	|  9.909e-06      	|1              	|  9.909e-06      	|  5.7123e-07     	|
prepare_data                       	|  8.967e-06      	|1              	|  8.967e-06      	|  5.1693e-07     	|
configure_callbacks                	|  5.9609e-06     	|1              	|  5.9609e-06     	|  3.4363e-07     	|
configure_sharded_model            	|  4.5481e-06     	|1              	|  4.5481e-06     	|  2.6219e-07     	|
on_val_dataloader                  	|  4.488e-06      	|1              	|  4.488e-06      	|  2.5873e-07     	|
on_train_dataloader                	|  4.3982e-06     	|1              	|  4.3982e-06     	|  2.5355e-07     	|
