FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1744.0         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.44           	|500            	|  1720.0         	|  98.625         	|
run_training_batch                 	|  0.20407        	|8000           	|  1632.5         	|  93.611         	|
training_step_and_backward         	|  0.19273        	|8000           	|  1541.8         	|  88.408         	|
model_forward                      	|  0.10779        	|8000           	|  862.32         	|  49.446         	|
training_step                      	|  0.10765        	|8000           	|  861.21         	|  49.382         	|
backward                           	|  0.084746       	|8000           	|  677.97         	|  38.875         	|
optimizer_step_with_closure_0      	|  0.25262        	|1000           	|  252.62         	|  14.486         	|
get_train_batch                    	|  0.0067913      	|8500           	|  57.726         	|  3.31           	|
fetch_next_train_batch             	|  0.006772       	|8500           	|  57.562         	|  3.3006         	|
on_train_batch_end                 	|  0.0010967      	|8000           	|  8.774          	|  0.5031         	|
training_batch_to_device           	|  0.00023821     	|8000           	|  1.9057         	|  0.10927        	|
zero_grad                          	|  0.0013793      	|1000           	|  1.3793         	|  0.079091       	|
on_train_batch_start               	|  9.1806e-05     	|8000           	|  0.73445        	|  0.042113       	|
on_batch_start                     	|  1.8106e-05     	|8000           	|  0.14485        	|  0.0083058      	|
on_train_epoch_start               	|  0.00028164     	|500            	|  0.14082        	|  0.0080748      	|
on_train_epoch_end                 	|  0.00026391     	|500            	|  0.13195        	|  0.0075663      	|
on_batch_end                       	|  1.3498e-05     	|8000           	|  0.10798        	|  0.0061916      	|
on_before_backward                 	|  1.2951e-05     	|8000           	|  0.10361        	|  0.005941       	|
on_after_backward                  	|  1.1602e-05     	|8000           	|  0.092815       	|  0.005322       	|
training_step_end                  	|  6.2808e-06     	|8000           	|  0.050246       	|  0.0028811      	|
on_train_end                       	|  0.025043       	|1              	|  0.025043       	|  0.001436       	|
on_pretrain_routine_start          	|  0.022619       	|1              	|  0.022619       	|  0.001297       	|
on_before_zero_grad                	|  2.2208e-05     	|1000           	|  0.022208       	|  0.0012734      	|
on_before_optimizer_step           	|  1.7098e-05     	|1000           	|  0.017098       	|  0.00098042     	|
configure_optimizers               	|  0.0080867      	|1              	|  0.0080867      	|  0.00046369     	|
on_epoch_end                       	|  1.1221e-05     	|500            	|  0.0056107      	|  0.00032172     	|
on_epoch_start                     	|  1.0889e-05     	|500            	|  0.0054443      	|  0.00031218     	|
on_train_start                     	|  0.0006813      	|1              	|  0.0006813      	|  3.9066e-05     	|
on_fit_end                         	|  2.7171e-05     	|1              	|  2.7171e-05     	|  1.558e-06      	|
on_before_accelerator_backend_setup	|  2.4366e-05     	|1              	|  2.4366e-05     	|  1.3972e-06     	|
setup                              	|  2.0699e-05     	|1              	|  2.0699e-05     	|  1.1869e-06     	|
on_configure_sharded_model         	|  1.7622e-05     	|1              	|  1.7622e-05     	|  1.0105e-06     	|
on_fit_start                       	|  1.7342e-05     	|1              	|  1.7342e-05     	|  9.9439e-07     	|
teardown                           	|  1.079e-05      	|1              	|  1.079e-05      	|  6.1871e-07     	|
on_pretrain_routine_end            	|  9.7579e-06     	|1              	|  9.7579e-06     	|  5.5952e-07     	|
prepare_data                       	|  8.035e-06      	|1              	|  8.035e-06      	|  4.6073e-07     	|
configure_callbacks                	|  6.7232e-06     	|1              	|  6.7232e-06     	|  3.8551e-07     	|
configure_sharded_model            	|  5.089e-06      	|1              	|  5.089e-06      	|  2.918e-07      	|
on_val_dataloader                  	|  4.3078e-06     	|1              	|  4.3078e-06     	|  2.4701e-07     	|
on_train_dataloader                	|  3.7372e-06     	|1              	|  3.7372e-06     	|  2.1429e-07     	|
