FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1548.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  72.646         	|21             	|  1525.6         	|  98.495         	|
run_training_batch                 	|  0.18691        	|8000           	|  1495.3         	|  96.542         	|
training_step_and_backward         	|  0.17651        	|8000           	|  1412.1         	|  91.17          	|
model_forward                      	|  0.0938         	|8000           	|  750.4          	|  48.448         	|
training_step                      	|  0.093665       	|8000           	|  749.32         	|  48.378         	|
backward                           	|  0.08253        	|8000           	|  660.24         	|  42.627         	|
optimizer_step_with_closure_0      	|  0.2369         	|1000           	|  236.9          	|  15.295         	|
get_train_batch                    	|  0.0018418      	|8021           	|  14.773         	|  0.9538         	|
fetch_next_train_batch             	|  0.0018259      	|8021           	|  14.645         	|  0.94555        	|
on_train_batch_end                 	|  0.0010699      	|8000           	|  8.5594         	|  0.55262        	|
training_batch_to_device           	|  0.00021498     	|8000           	|  1.7198         	|  0.11104        	|
zero_grad                          	|  0.0013239      	|1000           	|  1.3239         	|  0.085476       	|
on_train_batch_start               	|  8.9082e-05     	|8000           	|  0.71265        	|  0.046011       	|
on_batch_start                     	|  1.431e-05      	|8000           	|  0.11448        	|  0.0073912      	|
on_batch_end                       	|  1.2801e-05     	|8000           	|  0.10241        	|  0.0066119      	|
on_before_backward                 	|  1.2662e-05     	|8000           	|  0.10129        	|  0.0065399      	|
on_after_backward                  	|  1.1519e-05     	|8000           	|  0.092155       	|  0.0059498      	|
training_step_end                  	|  6.02e-06       	|8000           	|  0.04816        	|  0.0031093      	|
on_train_end                       	|  0.0261         	|1              	|  0.0261         	|  0.0016851      	|
on_pretrain_routine_start          	|  0.024972       	|1              	|  0.024972       	|  0.0016123      	|
on_before_zero_grad                	|  1.3844e-05     	|1000           	|  0.013844       	|  0.00089383     	|
on_before_optimizer_step           	|  1.1527e-05     	|1000           	|  0.011527       	|  0.00074425     	|
configure_optimizers               	|  0.0093183      	|1              	|  0.0093183      	|  0.00060162     	|
on_train_epoch_start               	|  0.00028332     	|21             	|  0.0059496      	|  0.00038413     	|
on_train_epoch_end                 	|  0.00027306     	|21             	|  0.0057342      	|  0.00037022     	|
on_train_start                     	|  0.00072589     	|1              	|  0.00072589     	|  4.6866e-05     	|
on_epoch_start                     	|  1.0459e-05     	|21             	|  0.00021964     	|  1.4181e-05     	|
on_epoch_end                       	|  9.9753e-06     	|21             	|  0.00020948     	|  1.3525e-05     	|
on_fit_end                         	|  2.5107e-05     	|1              	|  2.5107e-05     	|  1.621e-06      	|
on_before_accelerator_backend_setup	|  2.3043e-05     	|1              	|  2.3043e-05     	|  1.4877e-06     	|
on_fit_start                       	|  1.9406e-05     	|1              	|  1.9406e-05     	|  1.2529e-06     	|
setup                              	|  1.6651e-05     	|1              	|  1.6651e-05     	|  1.075e-06      	|
on_configure_sharded_model         	|  1.5038e-05     	|1              	|  1.5038e-05     	|  9.709e-07      	|
on_pretrain_routine_end            	|  1.081e-05      	|1              	|  1.081e-05      	|  6.9793e-07     	|
teardown                           	|  1.08e-05       	|1              	|  1.08e-05       	|  6.9729e-07     	|
prepare_data                       	|  8.896e-06      	|1              	|  8.896e-06      	|  5.7435e-07     	|
configure_callbacks                	|  7.1828e-06     	|1              	|  7.1828e-06     	|  4.6375e-07     	|
configure_sharded_model            	|  4.9891e-06     	|1              	|  4.9891e-06     	|  3.2211e-07     	|
on_val_dataloader                  	|  4.8392e-06     	|1              	|  4.8392e-06     	|  3.1243e-07     	|
on_train_dataloader                	|  4.1178e-06     	|1              	|  4.1178e-06     	|  2.6586e-07     	|
