FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  393.69         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.814         	|25             	|  370.34         	|  94.068         	|
run_training_batch                 	|  0.35785        	|1000           	|  357.85         	|  90.896         	|
optimizer_step_with_closure_0      	|  0.35532        	|1000           	|  355.32         	|  90.254         	|
training_step_and_backward         	|  0.27662        	|1000           	|  276.62         	|  70.263         	|
model_forward                      	|  0.16339        	|1000           	|  163.39         	|  41.502         	|
training_step                      	|  0.16325        	|1000           	|  163.25         	|  41.467         	|
backward                           	|  0.11192        	|1000           	|  111.92         	|  28.429         	|
get_train_batch                    	|  0.0041596      	|1025           	|  4.2635         	|  1.083          	|
fetch_next_train_batch             	|  0.0041424      	|1025           	|  4.246          	|  1.0785         	|
zero_grad                          	|  0.0012831      	|1000           	|  1.2831         	|  0.32592        	|
on_train_batch_end                 	|  0.0011931      	|1000           	|  1.1931         	|  0.30306        	|
training_batch_to_device           	|  0.00023522     	|1000           	|  0.23522        	|  0.059748       	|
on_train_batch_start               	|  9.1159e-05     	|1000           	|  0.091159       	|  0.023155       	|
on_train_end                       	|  0.023626       	|1              	|  0.023626       	|  0.0060013      	|
on_pretrain_routine_start          	|  0.022239       	|1              	|  0.022239       	|  0.0056489      	|
on_batch_start                     	|  1.6208e-05     	|1000           	|  0.016208       	|  0.0041168      	|
on_before_zero_grad                	|  1.3966e-05     	|1000           	|  0.013966       	|  0.0035473      	|
on_batch_end                       	|  1.3949e-05     	|1000           	|  0.013949       	|  0.0035432      	|
on_after_backward                  	|  1.1918e-05     	|1000           	|  0.011918       	|  0.0030273      	|
on_before_optimizer_step           	|  1.1031e-05     	|1000           	|  0.011031       	|  0.0028021      	|
on_before_backward                 	|  1.0927e-05     	|1000           	|  0.010927       	|  0.0027756      	|
configure_optimizers               	|  0.0084179      	|1              	|  0.0084179      	|  0.0021382      	|
on_train_epoch_start               	|  0.00029811     	|25             	|  0.0074526      	|  0.001893       	|
on_train_epoch_end                 	|  0.0002881      	|25             	|  0.0072026      	|  0.0018295      	|
training_step_end                  	|  5.8975e-06     	|1000           	|  0.0058975      	|  0.001498       	|
on_train_start                     	|  0.00067762     	|1              	|  0.00067762     	|  0.00017212     	|
on_epoch_end                       	|  1.0658e-05     	|25             	|  0.00026645     	|  6.7681e-05     	|
on_epoch_start                     	|  1.0605e-05     	|25             	|  0.00026513     	|  6.7344e-05     	|
on_fit_end                         	|  2.2301e-05     	|1              	|  2.2301e-05     	|  5.6646e-06     	|
on_before_accelerator_backend_setup	|  2.1179e-05     	|1              	|  2.1179e-05     	|  5.3796e-06     	|
on_fit_start                       	|  1.8114e-05     	|1              	|  1.8114e-05     	|  4.6011e-06     	|
setup                              	|  1.4577e-05     	|1              	|  1.4577e-05     	|  3.7027e-06     	|
on_configure_sharded_model         	|  1.3315e-05     	|1              	|  1.3315e-05     	|  3.3821e-06     	|
teardown                           	|  1.0279e-05     	|1              	|  1.0279e-05     	|  2.6109e-06     	|
on_pretrain_routine_end            	|  9.638e-06      	|1              	|  9.638e-06      	|  2.4481e-06     	|
prepare_data                       	|  8.105e-06      	|1              	|  8.105e-06      	|  2.0587e-06     	|
configure_callbacks                	|  6.041e-06      	|1              	|  6.041e-06      	|  1.5345e-06     	|
on_train_dataloader                	|  4.608e-06      	|1              	|  4.608e-06      	|  1.1704e-06     	|
on_val_dataloader                  	|  4.448e-06      	|1              	|  4.448e-06      	|  1.1298e-06     	|
configure_sharded_model            	|  4.318e-06      	|1              	|  4.318e-06      	|  1.0968e-06     	|
