FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1759.3         	|  100 %          	|
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run_training_epoch                 	|  3.4717         	|500            	|  1735.9         	|  98.668         	|
run_training_batch                 	|  0.20602        	|8000           	|  1648.1         	|  93.681         	|
training_step_and_backward         	|  0.19428        	|8000           	|  1554.2         	|  88.344         	|
model_forward                      	|  0.11112        	|8000           	|  888.93         	|  50.527         	|
training_step                      	|  0.11098        	|8000           	|  887.84         	|  50.466         	|
backward                           	|  0.082971       	|8000           	|  663.77         	|  37.729         	|
optimizer_step_with_closure_0      	|  0.25153        	|1000           	|  251.53         	|  14.297         	|
get_train_batch                    	|  0.006806       	|8500           	|  57.851         	|  3.2883         	|
fetch_next_train_batch             	|  0.006787       	|8500           	|  57.689         	|  3.2791         	|
on_train_batch_end                 	|  0.0011103      	|8000           	|  8.8821         	|  0.50487        	|
training_batch_to_device           	|  0.0002336      	|8000           	|  1.8688         	|  0.10622        	|
zero_grad                          	|  0.0013853      	|1000           	|  1.3853         	|  0.078744       	|
on_train_batch_start               	|  9.188e-05      	|8000           	|  0.73504        	|  0.04178        	|
on_train_epoch_start               	|  0.00029247     	|500            	|  0.14623        	|  0.008312       	|
on_batch_start                     	|  1.7682e-05     	|8000           	|  0.14146        	|  0.0080405      	|
on_train_epoch_end                 	|  0.00026491     	|500            	|  0.13245        	|  0.0075287      	|
on_batch_end                       	|  1.3291e-05     	|8000           	|  0.10633        	|  0.0060439      	|
on_before_backward                 	|  1.2842e-05     	|8000           	|  0.10273        	|  0.0058394      	|
on_after_backward                  	|  1.1353e-05     	|8000           	|  0.090828       	|  0.0051627      	|
training_step_end                  	|  6.4173e-06     	|8000           	|  0.051338       	|  0.0029181      	|
on_train_end                       	|  0.024552       	|1              	|  0.024552       	|  0.0013956      	|
on_pretrain_routine_start          	|  0.023021       	|1              	|  0.023021       	|  0.0013085      	|
on_before_zero_grad                	|  2.0637e-05     	|1000           	|  0.020637       	|  0.001173       	|
on_before_optimizer_step           	|  1.6153e-05     	|1000           	|  0.016153       	|  0.00091814     	|
configure_optimizers               	|  0.0076132      	|1              	|  0.0076132      	|  0.00043274     	|
on_epoch_start                     	|  1.0771e-05     	|500            	|  0.0053855      	|  0.00030612     	|
on_epoch_end                       	|  1.0362e-05     	|500            	|  0.0051808      	|  0.00029448     	|
on_train_start                     	|  0.0007423      	|1              	|  0.0007423      	|  4.2193e-05     	|
on_fit_end                         	|  2.5017e-05     	|1              	|  2.5017e-05     	|  1.422e-06      	|
on_before_accelerator_backend_setup	|  2.0248e-05     	|1              	|  2.0248e-05     	|  1.1509e-06     	|
setup                              	|  2.0167e-05     	|1              	|  2.0167e-05     	|  1.1463e-06     	|
on_configure_sharded_model         	|  1.6922e-05     	|1              	|  1.6922e-05     	|  9.6185e-07     	|
on_fit_start                       	|  1.6721e-05     	|1              	|  1.6721e-05     	|  9.5043e-07     	|
teardown                           	|  1.068e-05      	|1              	|  1.068e-05      	|  6.0705e-07     	|
on_pretrain_routine_end            	|  9.087e-06      	|1              	|  9.087e-06      	|  5.1651e-07     	|
prepare_data                       	|  7.755e-06      	|1              	|  7.755e-06      	|  4.408e-07      	|
configure_callbacks                	|  5.76e-06       	|1              	|  5.76e-06       	|  3.274e-07      	|
configure_sharded_model            	|  5.4199e-06     	|1              	|  5.4199e-06     	|  3.0807e-07     	|
on_val_dataloader                  	|  4.258e-06      	|1              	|  4.258e-06      	|  2.4203e-07     	|
on_train_dataloader                	|  3.937e-06      	|1              	|  3.937e-06      	|  2.2378e-07     	|
