FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  333.04         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  15.256         	|21             	|  320.38         	|  96.197         	|
run_training_batch                 	|  0.30681        	|1000           	|  306.81         	|  92.122         	|
optimizer_step_with_closure_0      	|  0.30476        	|1000           	|  304.76         	|  91.508         	|
training_step_and_backward         	|  0.23316        	|1000           	|  233.16         	|  70.009         	|
backward                           	|  0.11679        	|1000           	|  116.79         	|  35.067         	|
model_forward                      	|  0.1149         	|1000           	|  114.9          	|  34.499         	|
training_step                      	|  0.11471        	|1000           	|  114.71         	|  34.443         	|
get_train_batch                    	|  0.0045736      	|1021           	|  4.6696         	|  1.4021         	|
fetch_next_train_batch             	|  0.004554       	|1021           	|  4.6496         	|  1.3961         	|
on_train_batch_end                 	|  0.0015247      	|1000           	|  1.5247         	|  0.45781        	|
zero_grad                          	|  0.001452       	|1000           	|  1.452          	|  0.43599        	|
training_batch_to_device           	|  0.00027414     	|1000           	|  0.27414        	|  0.082314       	|
on_train_batch_start               	|  0.00010754     	|1000           	|  0.10754        	|  0.032289       	|
on_train_end                       	|  0.025072       	|1              	|  0.025072       	|  0.0075281      	|
on_pretrain_routine_start          	|  0.022292       	|1              	|  0.022292       	|  0.0066935      	|
on_batch_start                     	|  1.8481e-05     	|1000           	|  0.018481       	|  0.005549       	|
on_after_backward                  	|  1.7079e-05     	|1000           	|  0.017079       	|  0.0051283      	|
on_batch_end                       	|  1.5615e-05     	|1000           	|  0.015615       	|  0.0046885      	|
on_before_zero_grad                	|  1.2963e-05     	|1000           	|  0.012963       	|  0.0038924      	|
on_before_backward                 	|  1.2532e-05     	|1000           	|  0.012532       	|  0.0037629      	|
on_before_optimizer_step           	|  1.1312e-05     	|1000           	|  0.011312       	|  0.0033967      	|
on_train_epoch_end                 	|  0.00044997     	|21             	|  0.0094493      	|  0.0028373      	|
on_train_epoch_start               	|  0.00041143     	|21             	|  0.00864        	|  0.0025942      	|
configure_optimizers               	|  0.0078191      	|1              	|  0.0078191      	|  0.0023478      	|
training_step_end                  	|  5.9163e-06     	|1000           	|  0.0059163      	|  0.0017764      	|
on_train_start                     	|  0.0017382      	|1              	|  0.0017382      	|  0.0005219      	|
on_epoch_end                       	|  1.1922e-05     	|21             	|  0.00025035     	|  7.5171e-05     	|
on_epoch_start                     	|  1.0831e-05     	|21             	|  0.00022745     	|  6.8294e-05     	|
on_fit_end                         	|  2.8877e-05     	|1              	|  2.8877e-05     	|  8.6707e-06     	|
setup                              	|  2.8618e-05     	|1              	|  2.8618e-05     	|  8.5929e-06     	|
on_before_accelerator_backend_setup	|  2.3618e-05     	|1              	|  2.3618e-05     	|  7.0916e-06     	|
on_configure_sharded_model         	|  1.9983e-05     	|1              	|  1.9983e-05     	|  6.0001e-06     	|
on_pretrain_routine_end            	|  1.9158e-05     	|1              	|  1.9158e-05     	|  5.7524e-06     	|
on_fit_start                       	|  1.7628e-05     	|1              	|  1.7628e-05     	|  5.293e-06      	|
configure_sharded_model            	|  1.3094e-05     	|1              	|  1.3094e-05     	|  3.9316e-06     	|
teardown                           	|  1.2874e-05     	|1              	|  1.2874e-05     	|  3.8655e-06     	|
prepare_data                       	|  1.0187e-05     	|1              	|  1.0187e-05     	|  3.0588e-06     	|
on_val_dataloader                  	|  7.468e-06      	|1              	|  7.468e-06      	|  2.2423e-06     	|
on_train_dataloader                	|  7.404e-06      	|1              	|  7.404e-06      	|  2.2231e-06     	|
configure_callbacks                	|  6.474e-06      	|1              	|  6.474e-06      	|  1.9439e-06     	|
