FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1595.9         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  74.884         	|21             	|  1572.6         	|  98.539         	|
run_training_batch                 	|  0.19279        	|8000           	|  1542.4         	|  96.646         	|
training_step_and_backward         	|  0.18188        	|8000           	|  1455.1         	|  91.177         	|
model_forward                      	|  0.099592       	|8000           	|  796.74         	|  49.925         	|
training_step                      	|  0.09946        	|8000           	|  795.68         	|  49.858         	|
backward                           	|  0.08211        	|8000           	|  656.88         	|  41.161         	|
optimizer_step_with_closure_0      	|  0.24324        	|1000           	|  243.24         	|  15.242         	|
get_train_batch                    	|  0.0018256      	|8021           	|  14.643         	|  0.91754        	|
fetch_next_train_batch             	|  0.0018095      	|8021           	|  14.514         	|  0.90945        	|
on_train_batch_end                 	|  0.001083       	|8000           	|  8.6639         	|  0.54289        	|
training_batch_to_device           	|  0.00021305     	|8000           	|  1.7044         	|  0.1068         	|
zero_grad                          	|  0.0013113      	|1000           	|  1.3113         	|  0.082166       	|
on_train_batch_start               	|  9.1127e-05     	|8000           	|  0.72902        	|  0.045681       	|
on_batch_start                     	|  1.4904e-05     	|8000           	|  0.11923        	|  0.0074712      	|
on_batch_end                       	|  1.2937e-05     	|8000           	|  0.1035         	|  0.0064854      	|
on_before_backward                 	|  1.2615e-05     	|8000           	|  0.10092        	|  0.006324       	|
on_after_backward                  	|  1.1815e-05     	|8000           	|  0.09452        	|  0.0059227      	|
training_step_end                  	|  5.5372e-06     	|8000           	|  0.044298       	|  0.0027757      	|
on_train_end                       	|  0.025915       	|1              	|  0.025915       	|  0.0016239      	|
on_pretrain_routine_start          	|  0.022661       	|1              	|  0.022661       	|  0.0014199      	|
on_before_zero_grad                	|  1.6518e-05     	|1000           	|  0.016518       	|  0.001035       	|
on_before_optimizer_step           	|  1.1577e-05     	|1000           	|  0.011577       	|  0.00072543     	|
configure_optimizers               	|  0.008619       	|1              	|  0.008619       	|  0.00054007     	|
on_train_epoch_start               	|  0.00030474     	|21             	|  0.0063995      	|  0.000401       	|
on_train_epoch_end                 	|  0.00028029     	|21             	|  0.0058861      	|  0.00036883     	|
on_train_start                     	|  0.00068721     	|1              	|  0.00068721     	|  4.3061e-05     	|
on_epoch_start                     	|  1.0659e-05     	|21             	|  0.00022384     	|  1.4026e-05     	|
on_epoch_end                       	|  1.0084e-05     	|21             	|  0.00021177     	|  1.327e-05      	|
on_fit_end                         	|  2.3985e-05     	|1              	|  2.3985e-05     	|  1.5029e-06     	|
on_before_accelerator_backend_setup	|  2.2632e-05     	|1              	|  2.2632e-05     	|  1.4182e-06     	|
on_fit_start                       	|  1.8414e-05     	|1              	|  1.8414e-05     	|  1.1539e-06     	|
setup                              	|  1.3766e-05     	|1              	|  1.3766e-05     	|  8.6259e-07     	|
on_configure_sharded_model         	|  1.3525e-05     	|1              	|  1.3525e-05     	|  8.4749e-07     	|
on_pretrain_routine_end            	|  1.0038e-05     	|1              	|  1.0038e-05     	|  6.29e-07       	|
teardown                           	|  9.9081e-06     	|1              	|  9.9081e-06     	|  6.2085e-07     	|
prepare_data                       	|  8.475e-06      	|1              	|  8.475e-06      	|  5.3106e-07     	|
configure_callbacks                	|  7.123e-06      	|1              	|  7.123e-06      	|  4.4634e-07     	|
configure_sharded_model            	|  4.9889e-06     	|1              	|  4.9889e-06     	|  3.1261e-07     	|
on_val_dataloader                  	|  4.689e-06      	|1              	|  4.689e-06      	|  2.9382e-07     	|
on_train_dataloader                	|  3.9672e-06     	|1              	|  3.9672e-06     	|  2.4859e-07     	|
