FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  617.93         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5819         	|167            	|  598.17         	|  96.803         	|
run_training_batch                 	|  0.27355        	|1000           	|  273.55         	|  44.269         	|
optimizer_step_with_closure_0      	|  0.2696         	|1000           	|  269.6          	|  43.63          	|
training_step_and_backward         	|  0.20526        	|1000           	|  205.26         	|  33.218         	|
model_forward                      	|  0.108          	|1000           	|  108.0          	|  17.478         	|
training_step                      	|  0.10781        	|1000           	|  107.81         	|  17.447         	|
backward                           	|  0.095796       	|1000           	|  95.796         	|  15.503         	|
get_train_batch                    	|  0.060059       	|1167           	|  70.089         	|  11.343         	|
fetch_next_train_batch             	|  0.060033       	|1167           	|  70.058         	|  11.338         	|
on_train_batch_end                 	|  0.0019914      	|1000           	|  1.9914         	|  0.32227        	|
zero_grad                          	|  0.0014328      	|1000           	|  1.4328         	|  0.23188        	|
training_batch_to_device           	|  0.00034729     	|1000           	|  0.34729        	|  0.056203       	|
on_train_batch_start               	|  9.9388e-05     	|1000           	|  0.099388       	|  0.016084       	|
on_train_end                       	|  0.091797       	|1              	|  0.091797       	|  0.014856       	|
on_train_epoch_end                 	|  0.00033735     	|167            	|  0.056337       	|  0.0091172      	|
on_train_epoch_start               	|  0.00033354     	|167            	|  0.0557         	|  0.0090141      	|
on_batch_start                     	|  2.8518e-05     	|1000           	|  0.028518       	|  0.004615       	|
on_pretrain_routine_start          	|  0.021656       	|1              	|  0.021656       	|  0.0035046      	|
on_after_backward                  	|  2.0894e-05     	|1000           	|  0.020894       	|  0.0033813      	|
on_before_zero_grad                	|  1.7378e-05     	|1000           	|  0.017378       	|  0.0028123      	|
on_batch_end                       	|  1.531e-05      	|1000           	|  0.01531        	|  0.0024776      	|
on_before_optimizer_step           	|  1.2797e-05     	|1000           	|  0.012797       	|  0.002071       	|
on_before_backward                 	|  1.2129e-05     	|1000           	|  0.012129       	|  0.0019628      	|
configure_optimizers               	|  0.01122        	|1              	|  0.01122        	|  0.0018157      	|
training_step_end                  	|  7.0595e-06     	|1000           	|  0.0070595      	|  0.0011424      	|
on_epoch_start                     	|  1.1557e-05     	|167            	|  0.0019299      	|  0.00031233     	|
on_epoch_end                       	|  1.1011e-05     	|167            	|  0.0018388      	|  0.00029758     	|
on_train_start                     	|  0.00164        	|1              	|  0.00164        	|  0.00026541     	|
on_fit_start                       	|  4.2476e-05     	|1              	|  4.2476e-05     	|  6.8739e-06     	|
on_before_accelerator_backend_setup	|  2.8517e-05     	|1              	|  2.8517e-05     	|  4.615e-06      	|
on_pretrain_routine_end            	|  2.851e-05      	|1              	|  2.851e-05      	|  4.6138e-06     	|
on_fit_end                         	|  2.5436e-05     	|1              	|  2.5436e-05     	|  4.1164e-06     	|
setup                              	|  2.4714e-05     	|1              	|  2.4714e-05     	|  3.9994e-06     	|
on_configure_sharded_model         	|  2.1871e-05     	|1              	|  2.1871e-05     	|  3.5394e-06     	|
teardown                           	|  1.6844e-05     	|1              	|  1.6844e-05     	|  2.7259e-06     	|
prepare_data                       	|  1.142e-05      	|1              	|  1.142e-05      	|  1.8481e-06     	|
configure_callbacks                	|  1.0179e-05     	|1              	|  1.0179e-05     	|  1.6473e-06     	|
on_train_dataloader                	|  6.4839e-06     	|1              	|  6.4839e-06     	|  1.0493e-06     	|
configure_sharded_model            	|  6.4038e-06     	|1              	|  6.4038e-06     	|  1.0363e-06     	|
on_val_dataloader                  	|  6.251e-06      	|1              	|  6.251e-06      	|  1.0116e-06     	|
