FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1776.2         	|  100 %          	|
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run_training_epoch                 	|  3.5055         	|500            	|  1752.7         	|  98.679         	|
run_training_batch                 	|  0.20814        	|8000           	|  1665.2         	|  93.748         	|
training_step_and_backward         	|  0.19677        	|8000           	|  1574.2         	|  88.626         	|
model_forward                      	|  0.11083        	|8000           	|  886.67         	|  49.919         	|
training_step                      	|  0.1107         	|8000           	|  885.57         	|  49.858         	|
backward                           	|  0.085747       	|8000           	|  685.97         	|  38.62          	|
optimizer_step_with_closure_0      	|  0.25579        	|1000           	|  255.79         	|  14.401         	|
get_train_batch                    	|  0.0068261      	|8500           	|  58.022         	|  3.2666         	|
fetch_next_train_batch             	|  0.0068072      	|8500           	|  57.861         	|  3.2576         	|
on_train_batch_end                 	|  0.0010945      	|8000           	|  8.7563         	|  0.49298        	|
training_batch_to_device           	|  0.00023518     	|8000           	|  1.8814         	|  0.10592        	|
zero_grad                          	|  0.0013775      	|1000           	|  1.3775         	|  0.077554       	|
on_train_batch_start               	|  9.2346e-05     	|8000           	|  0.73877        	|  0.041593       	|
on_batch_start                     	|  1.7846e-05     	|8000           	|  0.14276        	|  0.0080376      	|
on_train_epoch_start               	|  0.00028178     	|500            	|  0.14089        	|  0.0079321      	|
on_train_epoch_end                 	|  0.00026432     	|500            	|  0.13216        	|  0.0074405      	|
on_batch_end                       	|  1.3186e-05     	|8000           	|  0.10549        	|  0.0059392      	|
on_before_backward                 	|  1.3143e-05     	|8000           	|  0.10514        	|  0.0059195      	|
on_after_backward                  	|  1.1717e-05     	|8000           	|  0.093736       	|  0.0052773      	|
training_step_end                  	|  5.8527e-06     	|8000           	|  0.046821       	|  0.002636       	|
on_train_end                       	|  0.02407        	|1              	|  0.02407        	|  0.0013551      	|
on_pretrain_routine_start          	|  0.022207       	|1              	|  0.022207       	|  0.0012503      	|
on_before_zero_grad                	|  2.0685e-05     	|1000           	|  0.020685       	|  0.0011645      	|
on_before_optimizer_step           	|  1.6719e-05     	|1000           	|  0.016719       	|  0.00094129     	|
configure_optimizers               	|  0.007745       	|1              	|  0.007745       	|  0.00043604     	|
on_epoch_start                     	|  1.058e-05      	|500            	|  0.0052901      	|  0.00029783     	|
on_epoch_end                       	|  1.0267e-05     	|500            	|  0.0051334      	|  0.00028901     	|
on_train_start                     	|  0.00072591     	|1              	|  0.00072591     	|  4.0869e-05     	|
setup                              	|  2.0569e-05     	|1              	|  2.0569e-05     	|  1.158e-06      	|
on_before_accelerator_backend_setup	|  2.0459e-05     	|1              	|  2.0459e-05     	|  1.1518e-06     	|
on_fit_end                         	|  2.0438e-05     	|1              	|  2.0438e-05     	|  1.1507e-06     	|
on_configure_sharded_model         	|  1.8044e-05     	|1              	|  1.8044e-05     	|  1.0159e-06     	|
on_fit_start                       	|  1.581e-05      	|1              	|  1.581e-05      	|  8.901e-07      	|
teardown                           	|  1.0469e-05     	|1              	|  1.0469e-05     	|  5.894e-07      	|
on_pretrain_routine_end            	|  1.0099e-05     	|1              	|  1.0099e-05     	|  5.6858e-07     	|
prepare_data                       	|  6.8231e-06     	|1              	|  6.8231e-06     	|  3.8414e-07     	|
configure_callbacks                	|  5.8201e-06     	|1              	|  5.8201e-06     	|  3.2767e-07     	|
on_val_dataloader                  	|  4.699e-06      	|1              	|  4.699e-06      	|  2.6455e-07     	|
configure_sharded_model            	|  4.458e-06      	|1              	|  4.458e-06      	|  2.5099e-07     	|
on_train_dataloader                	|  4.0978e-06     	|1              	|  4.0978e-06     	|  2.3071e-07     	|
