FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1567.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  9.2429         	|167            	|  1543.6         	|  98.506         	|
run_training_batch                 	|  0.18705        	|8000           	|  1496.4         	|  95.495         	|
training_step_and_backward         	|  0.17688        	|8000           	|  1415.0         	|  90.304         	|
model_forward                      	|  0.093783       	|8000           	|  750.27         	|  47.88          	|
training_step                      	|  0.093649       	|8000           	|  749.19         	|  47.811         	|
backward                           	|  0.082909       	|8000           	|  663.27         	|  42.328         	|
optimizer_step_with_closure_0      	|  0.2355         	|1000           	|  235.5          	|  15.029         	|
get_train_batch                    	|  0.0033528      	|8167           	|  27.382         	|  1.7474         	|
fetch_next_train_batch             	|  0.0033353      	|8167           	|  27.239         	|  1.7383         	|
on_train_batch_end                 	|  0.0010707      	|8000           	|  8.5656         	|  0.54663        	|
training_batch_to_device           	|  0.00021962     	|8000           	|  1.7569         	|  0.11212        	|
zero_grad                          	|  0.0013571      	|1000           	|  1.3571         	|  0.086605       	|
on_train_batch_start               	|  9.0532e-05     	|8000           	|  0.72426        	|  0.04622        	|
on_batch_start                     	|  1.5351e-05     	|8000           	|  0.12281        	|  0.0078372      	|
on_batch_end                       	|  1.3195e-05     	|8000           	|  0.10556        	|  0.0067363      	|
on_before_backward                 	|  1.3161e-05     	|8000           	|  0.10529        	|  0.0067193      	|
on_after_backward                  	|  1.194e-05      	|8000           	|  0.095517       	|  0.0060956      	|
on_train_epoch_start               	|  0.00028764     	|167            	|  0.048035       	|  0.0030655      	|
training_step_end                  	|  5.978e-06      	|8000           	|  0.047824       	|  0.003052       	|
on_train_epoch_end                 	|  0.0002577      	|167            	|  0.043036       	|  0.0027464      	|
on_train_end                       	|  0.026286       	|1              	|  0.026286       	|  0.0016775      	|
on_pretrain_routine_start          	|  0.022833       	|1              	|  0.022833       	|  0.0014571      	|
on_before_zero_grad                	|  1.6166e-05     	|1000           	|  0.016166       	|  0.0010317      	|
on_before_optimizer_step           	|  1.3028e-05     	|1000           	|  0.013028       	|  0.0008314      	|
configure_optimizers               	|  0.0089357      	|1              	|  0.0089357      	|  0.00057025     	|
on_epoch_start                     	|  1.115e-05      	|167            	|  0.0018621      	|  0.00011883     	|
on_epoch_end                       	|  1.0431e-05     	|167            	|  0.0017419      	|  0.00011116     	|
on_train_start                     	|  0.00074149     	|1              	|  0.00074149     	|  4.732e-05      	|
on_before_accelerator_backend_setup	|  2.2923e-05     	|1              	|  2.2923e-05     	|  1.4629e-06     	|
on_fit_end                         	|  1.9997e-05     	|1              	|  1.9997e-05     	|  1.2761e-06     	|
on_fit_start                       	|  1.8906e-05     	|1              	|  1.8906e-05     	|  1.2065e-06     	|
setup                              	|  1.4857e-05     	|1              	|  1.4857e-05     	|  9.4812e-07     	|
on_configure_sharded_model         	|  1.3325e-05     	|1              	|  1.3325e-05     	|  8.5037e-07     	|
on_pretrain_routine_end            	|  1.2875e-05     	|1              	|  1.2875e-05     	|  8.2163e-07     	|
teardown                           	|  1.1912e-05     	|1              	|  1.1912e-05     	|  7.6019e-07     	|
prepare_data                       	|  8.6261e-06     	|1              	|  8.6261e-06     	|  5.5049e-07     	|
configure_callbacks                	|  6.5321e-06     	|1              	|  6.5321e-06     	|  4.1685e-07     	|
on_val_dataloader                  	|  4.719e-06      	|1              	|  4.719e-06      	|  3.0115e-07     	|
on_train_dataloader                	|  4.5691e-06     	|1              	|  4.5691e-06     	|  2.9158e-07     	|
configure_sharded_model            	|  4.499e-06      	|1              	|  4.499e-06      	|  2.8711e-07     	|
