FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  501.86         	|  100 %          	|
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run_training_epoch                 	|  0.95757        	|500            	|  478.78         	|  95.401         	|
run_training_batch                 	|  0.32502        	|1000           	|  325.02         	|  64.763         	|
optimizer_step_with_closure_0      	|  0.32231        	|1000           	|  322.31         	|  64.223         	|
training_step_and_backward         	|  0.24106        	|1000           	|  241.06         	|  48.032         	|
model_forward                      	|  0.14902        	|1000           	|  149.02         	|  29.694         	|
training_step                      	|  0.14885        	|1000           	|  148.85         	|  29.659         	|
backward                           	|  0.090622       	|1000           	|  90.622         	|  18.057         	|
get_train_batch                    	|  0.02959        	|1500           	|  44.385         	|  8.8441         	|
fetch_next_train_batch             	|  0.029557       	|1500           	|  44.335         	|  8.8341         	|
zero_grad                          	|  0.0013807      	|1000           	|  1.3807         	|  0.27511        	|
on_train_batch_end                 	|  0.0013268      	|1000           	|  1.3268         	|  0.26437        	|
training_batch_to_device           	|  0.00059454     	|1000           	|  0.59454        	|  0.11847        	|
on_train_epoch_end                 	|  0.00027165     	|500            	|  0.13582        	|  0.027064       	|
on_train_epoch_start               	|  0.00026813     	|500            	|  0.13407        	|  0.026713       	|
on_train_batch_start               	|  0.00010931     	|1000           	|  0.10931        	|  0.02178        	|
on_batch_start                     	|  3.5005e-05     	|1000           	|  0.035005       	|  0.0069749      	|
on_train_end                       	|  0.023696       	|1              	|  0.023696       	|  0.0047216      	|
on_pretrain_routine_start          	|  0.022333       	|1              	|  0.022333       	|  0.00445        	|
on_before_zero_grad                	|  2.0152e-05     	|1000           	|  0.020152       	|  0.0040154      	|
on_batch_end                       	|  1.3482e-05     	|1000           	|  0.013482       	|  0.0026864      	|
on_before_optimizer_step           	|  1.2023e-05     	|1000           	|  0.012023       	|  0.0023956      	|
on_after_backward                  	|  1.0976e-05     	|1000           	|  0.010976       	|  0.0021871      	|
on_before_backward                 	|  1.0851e-05     	|1000           	|  0.010851       	|  0.0021621      	|
configure_optimizers               	|  0.008669       	|1              	|  0.008669       	|  0.0017274      	|
training_step_end                  	|  7.3887e-06     	|1000           	|  0.0073887      	|  0.0014723      	|
on_epoch_start                     	|  1.0799e-05     	|500            	|  0.0053996      	|  0.0010759      	|
on_epoch_end                       	|  1.0209e-05     	|500            	|  0.0051045      	|  0.0010171      	|
on_train_start                     	|  0.00068884     	|1              	|  0.00068884     	|  0.00013726     	|
on_fit_end                         	|  2.4336e-05     	|1              	|  2.4336e-05     	|  4.8491e-06     	|
on_before_accelerator_backend_setup	|  2.0018e-05     	|1              	|  2.0018e-05     	|  3.9887e-06     	|
on_fit_start                       	|  1.58e-05       	|1              	|  1.58e-05       	|  3.1482e-06     	|
setup                              	|  1.3445e-05     	|1              	|  1.3445e-05     	|  2.679e-06      	|
on_configure_sharded_model         	|  1.3425e-05     	|1              	|  1.3425e-05     	|  2.675e-06      	|
on_pretrain_routine_end            	|  1.0229e-05     	|1              	|  1.0229e-05     	|  2.0382e-06     	|
teardown                           	|  1.0209e-05     	|1              	|  1.0209e-05     	|  2.0342e-06     	|
prepare_data                       	|  7.674e-06      	|1              	|  7.674e-06      	|  1.5291e-06     	|
configure_callbacks                	|  5.069e-06      	|1              	|  5.069e-06      	|  1.01e-06       	|
on_val_dataloader                  	|  5.019e-06      	|1              	|  5.019e-06      	|  1.0001e-06     	|
configure_sharded_model            	|  4.409e-06      	|1              	|  4.409e-06      	|  8.7853e-07     	|
on_train_dataloader                	|  4.217e-06      	|1              	|  4.217e-06      	|  8.4028e-07     	|
