FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  464.42         	|  100 %          	|
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run_training_epoch                 	|  2.2037         	|200            	|  440.75         	|  94.903         	|
run_training_batch                 	|  0.36808        	|1000           	|  368.08         	|  79.256         	|
optimizer_step_with_closure_0      	|  0.36538        	|1000           	|  365.38         	|  78.674         	|
training_step_and_backward         	|  0.28525        	|1000           	|  285.25         	|  61.421         	|
model_forward                      	|  0.16769        	|1000           	|  167.69         	|  36.107         	|
training_step                      	|  0.16754        	|1000           	|  167.54         	|  36.075         	|
backward                           	|  0.11622        	|1000           	|  116.22         	|  25.025         	|
get_train_batch                    	|  0.016571       	|1200           	|  19.886         	|  4.2819         	|
fetch_next_train_batch             	|  0.016546       	|1200           	|  19.855         	|  4.2753         	|
zero_grad                          	|  0.0013125      	|1000           	|  1.3125         	|  0.28262        	|
on_train_batch_end                 	|  0.0012661      	|1000           	|  1.2661         	|  0.27263        	|
training_batch_to_device           	|  0.00034015     	|1000           	|  0.34015        	|  0.073243       	|
on_train_batch_start               	|  9.6187e-05     	|1000           	|  0.096187       	|  0.020711       	|
on_train_epoch_start               	|  0.00027332     	|200            	|  0.054664       	|  0.011771       	|
on_train_epoch_end                 	|  0.00024714     	|200            	|  0.049429       	|  0.010643       	|
on_train_end                       	|  0.02402        	|1              	|  0.02402        	|  0.0051721      	|
on_batch_start                     	|  2.354e-05      	|1000           	|  0.02354        	|  0.0050687      	|
on_pretrain_routine_start          	|  0.022714       	|1              	|  0.022714       	|  0.0048909      	|
on_before_zero_grad                	|  1.5896e-05     	|1000           	|  0.015896       	|  0.0034227      	|
on_batch_end                       	|  1.377e-05      	|1000           	|  0.01377        	|  0.0029649      	|
on_before_optimizer_step           	|  1.2512e-05     	|1000           	|  0.012512       	|  0.0026941      	|
on_after_backward                  	|  1.2398e-05     	|1000           	|  0.012398       	|  0.0026696      	|
on_before_backward                 	|  1.1146e-05     	|1000           	|  0.011146       	|  0.0024         	|
configure_optimizers               	|  0.0086691      	|1              	|  0.0086691      	|  0.0018667      	|
training_step_end                  	|  6.3176e-06     	|1000           	|  0.0063176      	|  0.0013603      	|
on_epoch_end                       	|  1.0902e-05     	|200            	|  0.0021803      	|  0.00046947     	|
on_epoch_start                     	|  1.0869e-05     	|200            	|  0.0021738      	|  0.00046808     	|
on_train_start                     	|  0.00080282     	|1              	|  0.00080282     	|  0.00017287     	|
on_fit_end                         	|  2.1851e-05     	|1              	|  2.1851e-05     	|  4.7051e-06     	|
on_before_accelerator_backend_setup	|  2.135e-05      	|1              	|  2.135e-05      	|  4.5972e-06     	|
on_fit_start                       	|  1.7413e-05     	|1              	|  1.7413e-05     	|  3.7494e-06     	|
setup                              	|  1.5469e-05     	|1              	|  1.5469e-05     	|  3.3309e-06     	|
on_configure_sharded_model         	|  1.4488e-05     	|1              	|  1.4488e-05     	|  3.1196e-06     	|
on_pretrain_routine_end            	|  1.3756e-05     	|1              	|  1.3756e-05     	|  2.962e-06      	|
teardown                           	|  1.0199e-05     	|1              	|  1.0199e-05     	|  2.1961e-06     	|
prepare_data                       	|  7.1439e-06     	|1              	|  7.1439e-06     	|  1.5383e-06     	|
configure_callbacks                	|  6.5221e-06     	|1              	|  6.5221e-06     	|  1.4044e-06     	|
on_val_dataloader                  	|  4.5081e-06     	|1              	|  4.5081e-06     	|  9.707e-07      	|
configure_sharded_model            	|  4.429e-06      	|1              	|  4.429e-06      	|  9.5368e-07     	|
on_train_dataloader                	|  4.0381e-06     	|1              	|  4.0381e-06     	|  8.695e-07      	|
