FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1575.4         	|  100 %          	|
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run_training_epoch                 	|  9.2959         	|167            	|  1552.4         	|  98.54          	|
run_training_batch                 	|  0.18818        	|8000           	|  1505.5         	|  95.559         	|
training_step_and_backward         	|  0.17784        	|8000           	|  1422.8         	|  90.31          	|
model_forward                      	|  0.093491       	|8000           	|  747.92         	|  47.475         	|
training_step                      	|  0.093356       	|8000           	|  746.84         	|  47.406         	|
backward                           	|  0.084168       	|8000           	|  673.34         	|  42.741         	|
optimizer_step_with_closure_0      	|  0.23774        	|1000           	|  237.74         	|  15.091         	|
get_train_batch                    	|  0.0033423      	|8167           	|  27.296         	|  1.7326         	|
fetch_next_train_batch             	|  0.0033248      	|8167           	|  27.154         	|  1.7236         	|
on_train_batch_end                 	|  0.0010793      	|8000           	|  8.6345         	|  0.54808        	|
training_batch_to_device           	|  0.00022142     	|8000           	|  1.7713         	|  0.11244        	|
zero_grad                          	|  0.0013369      	|1000           	|  1.3369         	|  0.084859       	|
on_train_batch_start               	|  9.1375e-05     	|8000           	|  0.731          	|  0.046401       	|
on_batch_start                     	|  1.504e-05      	|8000           	|  0.12032        	|  0.0076374      	|
on_batch_end                       	|  1.2908e-05     	|8000           	|  0.10326        	|  0.0065547      	|
on_before_backward                 	|  1.2589e-05     	|8000           	|  0.10071        	|  0.0063928      	|
on_after_backward                  	|  1.1738e-05     	|8000           	|  0.093906       	|  0.0059607      	|
on_train_epoch_start               	|  0.0002764      	|167            	|  0.046159       	|  0.00293        	|
training_step_end                  	|  5.6444e-06     	|8000           	|  0.045155       	|  0.0028662      	|
on_train_epoch_end                 	|  0.00025679     	|167            	|  0.042884       	|  0.0027221      	|
on_train_end                       	|  0.025534       	|1              	|  0.025534       	|  0.0016208      	|
on_pretrain_routine_start          	|  0.022883       	|1              	|  0.022883       	|  0.0014525      	|
on_before_zero_grad                	|  1.5797e-05     	|1000           	|  0.015797       	|  0.0010027      	|
on_before_optimizer_step           	|  1.245e-05      	|1000           	|  0.01245        	|  0.00079026     	|
configure_optimizers               	|  0.0088755      	|1              	|  0.0088755      	|  0.00056337     	|
on_epoch_end                       	|  1.0485e-05     	|167            	|  0.0017509      	|  0.00011114     	|
on_epoch_start                     	|  1.0287e-05     	|167            	|  0.0017179      	|  0.00010904     	|
on_train_start                     	|  0.00074616     	|1              	|  0.00074616     	|  4.7362e-05     	|
on_fit_end                         	|  2.1571e-05     	|1              	|  2.1571e-05     	|  1.3692e-06     	|
on_before_accelerator_backend_setup	|  2.0027e-05     	|1              	|  2.0027e-05     	|  1.2712e-06     	|
on_fit_start                       	|  1.7924e-05     	|1              	|  1.7924e-05     	|  1.1377e-06     	|
setup                              	|  1.3855e-05     	|1              	|  1.3855e-05     	|  8.7945e-07     	|
on_configure_sharded_model         	|  1.3696e-05     	|1              	|  1.3696e-05     	|  8.6936e-07     	|
teardown                           	|  1.0099e-05     	|1              	|  1.0099e-05     	|  6.4104e-07     	|
on_pretrain_routine_end            	|  9.638e-06      	|1              	|  9.638e-06      	|  6.1178e-07     	|
prepare_data                       	|  8.3761e-06     	|1              	|  8.3761e-06     	|  5.3167e-07     	|
configure_callbacks                	|  6.8231e-06     	|1              	|  6.8231e-06     	|  4.331e-07      	|
on_val_dataloader                  	|  4.668e-06      	|1              	|  4.668e-06      	|  2.963e-07      	|
configure_sharded_model            	|  4.529e-06      	|1              	|  4.529e-06      	|  2.8748e-07     	|
on_train_dataloader                	|  4.3178e-06     	|1              	|  4.3178e-06     	|  2.7408e-07     	|
