FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
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Total                              	|  -              	|_              	|  1693.4         	|  100 %          	|
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run_training_epoch                 	|  26.514         	|63             	|  1670.4         	|  98.644         	|
run_training_batch                 	|  0.20439        	|8000           	|  1635.1         	|  96.562         	|
training_step_and_backward         	|  0.19299        	|8000           	|  1543.9         	|  91.175         	|
model_forward                      	|  0.10839        	|8000           	|  867.13         	|  51.208         	|
training_step                      	|  0.10826        	|8000           	|  866.07         	|  51.145         	|
backward                           	|  0.084414       	|8000           	|  675.31         	|  39.88          	|
optimizer_step_with_closure_0      	|  0.25233        	|1000           	|  252.33         	|  14.901         	|
get_train_batch                    	|  0.0022718      	|8063           	|  18.317         	|  1.0817         	|
fetch_next_train_batch             	|  0.0022553      	|8063           	|  18.185         	|  1.0739         	|
on_train_batch_end                 	|  0.0010971      	|8000           	|  8.7765         	|  0.51829        	|
training_batch_to_device           	|  0.00021802     	|8000           	|  1.7442         	|  0.103          	|
zero_grad                          	|  0.0013274      	|1000           	|  1.3274         	|  0.078389       	|
on_train_batch_start               	|  8.9694e-05     	|8000           	|  0.71755        	|  0.042375       	|
on_batch_start                     	|  1.4671e-05     	|8000           	|  0.11737        	|  0.006931       	|
on_batch_end                       	|  1.3166e-05     	|8000           	|  0.10532        	|  0.0062199      	|
on_before_backward                 	|  1.2667e-05     	|8000           	|  0.10134        	|  0.0059844      	|
on_after_backward                  	|  1.1768e-05     	|8000           	|  0.094142       	|  0.0055595      	|
training_step_end                  	|  5.6788e-06     	|8000           	|  0.04543        	|  0.0026828      	|
on_train_end                       	|  0.026395       	|1              	|  0.026395       	|  0.0015588      	|
on_pretrain_routine_start          	|  0.022724       	|1              	|  0.022724       	|  0.001342       	|
on_train_epoch_start               	|  0.00029724     	|63             	|  0.018726       	|  0.0011059      	|
on_train_epoch_end                 	|  0.00027853     	|63             	|  0.017548       	|  0.0010363      	|
on_before_zero_grad                	|  1.4756e-05     	|1000           	|  0.014756       	|  0.00087142     	|
on_before_optimizer_step           	|  1.1909e-05     	|1000           	|  0.011909       	|  0.00070331     	|
configure_optimizers               	|  0.0082262      	|1              	|  0.0082262      	|  0.00048579     	|
on_train_start                     	|  0.00077162     	|1              	|  0.00077162     	|  4.5568e-05     	|
on_epoch_start                     	|  1.0901e-05     	|63             	|  0.00068678     	|  4.0557e-05     	|
on_epoch_end                       	|  1.0058e-05     	|63             	|  0.00063366     	|  3.742e-05      	|
setup                              	|  2.2332e-05     	|1              	|  2.2332e-05     	|  1.3188e-06     	|
on_before_accelerator_backend_setup	|  2.2172e-05     	|1              	|  2.2172e-05     	|  1.3094e-06     	|
on_fit_end                         	|  2.0839e-05     	|1              	|  2.0839e-05     	|  1.2306e-06     	|
on_configure_sharded_model         	|  1.7933e-05     	|1              	|  1.7933e-05     	|  1.059e-06      	|
on_fit_start                       	|  1.6711e-05     	|1              	|  1.6711e-05     	|  9.8686e-07     	|
on_pretrain_routine_end            	|  1.0149e-05     	|1              	|  1.0149e-05     	|  5.9935e-07     	|
teardown                           	|  9.9579e-06     	|1              	|  9.9579e-06     	|  5.8806e-07     	|
prepare_data                       	|  7.825e-06      	|1              	|  7.825e-06      	|  4.621e-07      	|
configure_callbacks                	|  6.252e-06      	|1              	|  6.252e-06      	|  3.6921e-07     	|
configure_sharded_model            	|  4.9989e-06     	|1              	|  4.9989e-06     	|  2.9521e-07     	|
on_val_dataloader                  	|  4.4082e-06     	|1              	|  4.4082e-06     	|  2.6032e-07     	|
on_train_dataloader                	|  4.248e-06      	|1              	|  4.248e-06      	|  2.5086e-07     	|
