FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1687.9         	|  100 %          	|
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run_training_epoch                 	|  26.419         	|63             	|  1664.4         	|  98.605         	|
run_training_batch                 	|  0.20366        	|8000           	|  1629.3         	|  96.526         	|
training_step_and_backward         	|  0.19272        	|8000           	|  1541.8         	|  91.339         	|
model_forward                      	|  0.10829        	|8000           	|  866.32         	|  51.324         	|
training_step                      	|  0.10816        	|8000           	|  865.27         	|  51.262         	|
backward                           	|  0.084251       	|8000           	|  674.01         	|  39.931         	|
optimizer_step_with_closure_0      	|  0.24966        	|1000           	|  249.66         	|  14.79          	|
get_train_batch                    	|  0.0022805      	|8063           	|  18.387         	|  1.0893         	|
fetch_next_train_batch             	|  0.0022641      	|8063           	|  18.255         	|  1.0815         	|
on_train_batch_end                 	|  0.0010729      	|8000           	|  8.5833         	|  0.5085         	|
training_batch_to_device           	|  0.0002127      	|8000           	|  1.7016         	|  0.10081        	|
zero_grad                          	|  0.001285       	|1000           	|  1.285          	|  0.076126       	|
on_train_batch_start               	|  9.0185e-05     	|8000           	|  0.72148        	|  0.042743       	|
on_batch_start                     	|  1.4838e-05     	|8000           	|  0.11871        	|  0.0070326      	|
on_before_backward                 	|  1.3327e-05     	|8000           	|  0.10662        	|  0.0063163      	|
on_batch_end                       	|  1.3286e-05     	|8000           	|  0.10629        	|  0.0062967      	|
on_after_backward                  	|  1.2276e-05     	|8000           	|  0.098206       	|  0.0058181      	|
training_step_end                  	|  5.5741e-06     	|8000           	|  0.044593       	|  0.0026418      	|
on_train_end                       	|  0.024853       	|1              	|  0.024853       	|  0.0014724      	|
on_pretrain_routine_start          	|  0.022085       	|1              	|  0.022085       	|  0.0013084      	|
on_train_epoch_start               	|  0.00030161     	|63             	|  0.019001       	|  0.0011257      	|
on_train_epoch_end                 	|  0.00026761     	|63             	|  0.01686        	|  0.00099883     	|
on_before_zero_grad                	|  1.4768e-05     	|1000           	|  0.014768       	|  0.00087489     	|
on_before_optimizer_step           	|  1.2013e-05     	|1000           	|  0.012013       	|  0.00071167     	|
configure_optimizers               	|  0.0081567      	|1              	|  0.0081567      	|  0.00048323     	|
on_train_start                     	|  0.00077021     	|1              	|  0.00077021     	|  4.563e-05      	|
on_epoch_start                     	|  1.1064e-05     	|63             	|  0.000697       	|  4.1293e-05     	|
on_epoch_end                       	|  1.0381e-05     	|63             	|  0.000654       	|  3.8745e-05     	|
on_before_accelerator_backend_setup	|  2.2732e-05     	|1              	|  2.2732e-05     	|  1.3467e-06     	|
on_fit_end                         	|  2.1861e-05     	|1              	|  2.1861e-05     	|  1.2951e-06     	|
setup                              	|  2.1812e-05     	|1              	|  2.1812e-05     	|  1.2922e-06     	|
on_fit_start                       	|  1.7382e-05     	|1              	|  1.7382e-05     	|  1.0298e-06     	|
on_configure_sharded_model         	|  1.5308e-05     	|1              	|  1.5308e-05     	|  9.0691e-07     	|
teardown                           	|  1.4437e-05     	|1              	|  1.4437e-05     	|  8.5531e-07     	|
on_pretrain_routine_end            	|  1.0229e-05     	|1              	|  1.0229e-05     	|  6.0601e-07     	|
prepare_data                       	|  8.0639e-06     	|1              	|  8.0639e-06     	|  4.7773e-07     	|
configure_callbacks                	|  6.6729e-06     	|1              	|  6.6729e-06     	|  3.9533e-07     	|
on_val_dataloader                  	|  4.5078e-06     	|1              	|  4.5078e-06     	|  2.6706e-07     	|
on_train_dataloader                	|  4.288e-06      	|1              	|  4.288e-06      	|  2.5404e-07     	|
configure_sharded_model            	|  4.0981e-06     	|1              	|  4.0981e-06     	|  2.4278e-07     	|
