FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  525.02         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  7.9989         	|63             	|  503.93         	|  95.983         	|
run_training_batch                 	|  0.38162        	|1000           	|  381.62         	|  72.686         	|
optimizer_step_with_closure_0      	|  0.37777        	|1000           	|  377.77         	|  71.953         	|
training_step_and_backward         	|  0.27313        	|1000           	|  273.13         	|  52.023         	|
model_forward                      	|  0.13641        	|1000           	|  136.41         	|  25.983         	|
training_step                      	|  0.13624        	|1000           	|  136.24         	|  25.95          	|
backward                           	|  0.1352         	|1000           	|  135.2          	|  25.752         	|
get_train_batch                    	|  0.025493       	|1063           	|  27.099         	|  5.1615         	|
fetch_next_train_batch             	|  0.02547        	|1063           	|  27.075         	|  5.1569         	|
on_train_batch_end                 	|  0.0020313      	|1000           	|  2.0313         	|  0.38691        	|
zero_grad                          	|  0.0014814      	|1000           	|  1.4814         	|  0.28217        	|
training_batch_to_device           	|  0.00025259     	|1000           	|  0.25259        	|  0.048111       	|
on_train_batch_start               	|  9.5211e-05     	|1000           	|  0.095211       	|  0.018135       	|
on_train_end                       	|  0.044519       	|1              	|  0.044519       	|  0.0084795      	|
on_train_epoch_end                 	|  0.00037014     	|63             	|  0.023319       	|  0.0044415      	|
on_train_epoch_start               	|  0.00036937     	|63             	|  0.02327        	|  0.0044323      	|
on_after_backward                  	|  2.2132e-05     	|1000           	|  0.022132       	|  0.0042155      	|
on_pretrain_routine_start          	|  0.021855       	|1              	|  0.021855       	|  0.0041626      	|
on_batch_start                     	|  2.029e-05      	|1000           	|  0.02029        	|  0.0038646      	|
on_before_zero_grad                	|  1.694e-05      	|1000           	|  0.01694        	|  0.0032266      	|
on_batch_end                       	|  1.6199e-05     	|1000           	|  0.016199       	|  0.0030853      	|
on_before_optimizer_step           	|  1.2622e-05     	|1000           	|  0.012622       	|  0.0024041      	|
on_before_backward                 	|  1.2447e-05     	|1000           	|  0.012447       	|  0.0023708      	|
configure_optimizers               	|  0.01022        	|1              	|  0.01022        	|  0.0019466      	|
training_step_end                  	|  6.8081e-06     	|1000           	|  0.0068081      	|  0.0012967      	|
on_train_start                     	|  0.0015823      	|1              	|  0.0015823      	|  0.00030137     	|
on_epoch_end                       	|  1.2409e-05     	|63             	|  0.0007818      	|  0.00014891     	|
on_epoch_start                     	|  1.1378e-05     	|63             	|  0.00071682     	|  0.00013653     	|
on_before_accelerator_backend_setup	|  4.5478e-05     	|1              	|  4.5478e-05     	|  8.6622e-06     	|
on_fit_start                       	|  3.9881e-05     	|1              	|  3.9881e-05     	|  7.5961e-06     	|
setup                              	|  3.2566e-05     	|1              	|  3.2566e-05     	|  6.2029e-06     	|
on_fit_end                         	|  2.4641e-05     	|1              	|  2.4641e-05     	|  4.6933e-06     	|
on_configure_sharded_model         	|  2.4563e-05     	|1              	|  2.4563e-05     	|  4.6784e-06     	|
prepare_data                       	|  1.6421e-05     	|1              	|  1.6421e-05     	|  3.1277e-06     	|
teardown                           	|  1.5406e-05     	|1              	|  1.5406e-05     	|  2.9343e-06     	|
on_pretrain_routine_end            	|  1.3445e-05     	|1              	|  1.3445e-05     	|  2.5608e-06     	|
configure_callbacks                	|  7.4934e-06     	|1              	|  7.4934e-06     	|  1.4273e-06     	|
on_val_dataloader                  	|  7.4301e-06     	|1              	|  7.4301e-06     	|  1.4152e-06     	|
configure_sharded_model            	|  6.4503e-06     	|1              	|  6.4503e-06     	|  1.2286e-06     	|
on_train_dataloader                	|  5.6345e-06     	|1              	|  5.6345e-06     	|  1.0732e-06     	|
