FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1761.4         	|  100 %          	|
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run_training_epoch                 	|  3.4756         	|500            	|  1737.8         	|  98.66          	|
run_training_batch                 	|  0.20627        	|8000           	|  1650.1         	|  93.685         	|
training_step_and_backward         	|  0.1946         	|8000           	|  1556.8         	|  88.387         	|
model_forward                      	|  0.10936        	|8000           	|  874.88         	|  49.67          	|
training_step                      	|  0.10922        	|8000           	|  873.78         	|  49.608         	|
backward                           	|  0.085053       	|8000           	|  680.42         	|  38.63          	|
optimizer_step_with_closure_0      	|  0.25407        	|1000           	|  254.07         	|  14.424         	|
get_train_batch                    	|  0.0067877      	|8500           	|  57.695         	|  3.2756         	|
fetch_next_train_batch             	|  0.0067685      	|8500           	|  57.532         	|  3.2663         	|
on_train_batch_end                 	|  0.001106       	|8000           	|  8.8481         	|  0.50234        	|
training_batch_to_device           	|  0.00023726     	|8000           	|  1.8981         	|  0.10776        	|
zero_grad                          	|  0.0013713      	|1000           	|  1.3713         	|  0.077856       	|
on_train_batch_start               	|  9.4307e-05     	|8000           	|  0.75445        	|  0.042833       	|
on_train_epoch_start               	|  0.00028844     	|500            	|  0.14422        	|  0.0081879      	|
on_train_epoch_end                 	|  0.00027674     	|500            	|  0.13837        	|  0.0078557      	|
on_batch_start                     	|  1.7247e-05     	|8000           	|  0.13797        	|  0.0078332      	|
on_batch_end                       	|  1.3329e-05     	|8000           	|  0.10663        	|  0.006054       	|
on_before_backward                 	|  1.2808e-05     	|8000           	|  0.10246        	|  0.0058171      	|
on_after_backward                  	|  1.1643e-05     	|8000           	|  0.093146       	|  0.0052882      	|
training_step_end                  	|  6.1174e-06     	|8000           	|  0.048939       	|  0.0027785      	|
on_train_end                       	|  0.024271       	|1              	|  0.024271       	|  0.0013779      	|
on_pretrain_routine_start          	|  0.022496       	|1              	|  0.022496       	|  0.0012772      	|
on_before_zero_grad                	|  2.0488e-05     	|1000           	|  0.020488       	|  0.0011632      	|
on_before_optimizer_step           	|  1.7386e-05     	|1000           	|  0.017386       	|  0.00098707     	|
configure_optimizers               	|  0.0083083      	|1              	|  0.0083083      	|  0.00047169     	|
on_epoch_start                     	|  1.0743e-05     	|500            	|  0.0053717      	|  0.00030497     	|
on_epoch_end                       	|  1.0395e-05     	|500            	|  0.0051974      	|  0.00029508     	|
on_train_start                     	|  0.00072048     	|1              	|  0.00072048     	|  4.0904e-05     	|
on_fit_end                         	|  2.3163e-05     	|1              	|  2.3163e-05     	|  1.3151e-06     	|
on_before_accelerator_backend_setup	|  2.2832e-05     	|1              	|  2.2832e-05     	|  1.2963e-06     	|
setup                              	|  2.2011e-05     	|1              	|  2.2011e-05     	|  1.2496e-06     	|
on_configure_sharded_model         	|  1.9607e-05     	|1              	|  1.9607e-05     	|  1.1132e-06     	|
on_fit_start                       	|  1.7443e-05     	|1              	|  1.7443e-05     	|  9.903e-07      	|
on_pretrain_routine_end            	|  1.084e-05      	|1              	|  1.084e-05      	|  6.1544e-07     	|
teardown                           	|  1.0209e-05     	|1              	|  1.0209e-05     	|  5.796e-07      	|
prepare_data                       	|  8.255e-06      	|1              	|  8.255e-06      	|  4.6867e-07     	|
configure_callbacks                	|  6.743e-06      	|1              	|  6.743e-06      	|  3.8283e-07     	|
configure_sharded_model            	|  4.8291e-06     	|1              	|  4.8291e-06     	|  2.7417e-07     	|
on_val_dataloader                  	|  4.4981e-06     	|1              	|  4.4981e-06     	|  2.5537e-07     	|
on_train_dataloader                	|  4.3781e-06     	|1              	|  4.3781e-06     	|  2.4856e-07     	|
