FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  396.35         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  14.871         	|25             	|  371.77         	|  93.798         	|
run_training_batch                 	|  0.35919        	|1000           	|  359.19         	|  90.625         	|
optimizer_step_with_closure_0      	|  0.35654        	|1000           	|  356.54         	|  89.955         	|
training_step_and_backward         	|  0.27659        	|1000           	|  276.59         	|  69.785         	|
model_forward                      	|  0.16351        	|1000           	|  163.51         	|  41.253         	|
training_step                      	|  0.16337        	|1000           	|  163.37         	|  41.218         	|
backward                           	|  0.11176        	|1000           	|  111.76         	|  28.197         	|
get_train_batch                    	|  0.0042644      	|1025           	|  4.371          	|  1.1028         	|
fetch_next_train_batch             	|  0.0042469      	|1025           	|  4.3531         	|  1.0983         	|
zero_grad                          	|  0.0013001      	|1000           	|  1.3001         	|  0.32803        	|
on_train_batch_end                 	|  0.0012009      	|1000           	|  1.2009         	|  0.30299        	|
training_batch_to_device           	|  0.00023603     	|1000           	|  0.23603        	|  0.059551       	|
on_train_batch_start               	|  9.0731e-05     	|1000           	|  0.090731       	|  0.022891       	|
on_train_end                       	|  0.024081       	|1              	|  0.024081       	|  0.0060756      	|
on_pretrain_routine_start          	|  0.022344       	|1              	|  0.022344       	|  0.0056375      	|
on_batch_start                     	|  1.5305e-05     	|1000           	|  0.015305       	|  0.0038615      	|
on_before_zero_grad                	|  1.3945e-05     	|1000           	|  0.013945       	|  0.0035183      	|
on_batch_end                       	|  1.3511e-05     	|1000           	|  0.013511       	|  0.0034089      	|
on_after_backward                  	|  1.1383e-05     	|1000           	|  0.011383       	|  0.0028721      	|
on_before_backward                 	|  1.1019e-05     	|1000           	|  0.011019       	|  0.00278        	|
on_before_optimizer_step           	|  1.0792e-05     	|1000           	|  0.010792       	|  0.0027228      	|
configure_optimizers               	|  0.0084096      	|1              	|  0.0084096      	|  0.0021217      	|
on_train_epoch_start               	|  0.00029564     	|25             	|  0.007391       	|  0.0018648      	|
on_train_epoch_end                 	|  0.00029239     	|25             	|  0.0073098      	|  0.0018443      	|
training_step_end                  	|  6.0918e-06     	|1000           	|  0.0060918      	|  0.001537       	|
on_train_start                     	|  0.00068922     	|1              	|  0.00068922     	|  0.00017389     	|
on_epoch_start                     	|  1.0654e-05     	|25             	|  0.00026636     	|  6.7203e-05     	|
on_epoch_end                       	|  1.0632e-05     	|25             	|  0.0002658      	|  6.7061e-05     	|
on_fit_end                         	|  2.3374e-05     	|1              	|  2.3374e-05     	|  5.8973e-06     	|
on_configure_sharded_model         	|  1.8835e-05     	|1              	|  1.8835e-05     	|  4.7521e-06     	|
on_before_accelerator_backend_setup	|  1.8224e-05     	|1              	|  1.8224e-05     	|  4.5979e-06     	|
on_fit_start                       	|  1.6661e-05     	|1              	|  1.6661e-05     	|  4.2036e-06     	|
setup                              	|  1.3095e-05     	|1              	|  1.3095e-05     	|  3.3039e-06     	|
teardown                           	|  1.102e-05      	|1              	|  1.102e-05      	|  2.7804e-06     	|
on_pretrain_routine_end            	|  1.043e-05      	|1              	|  1.043e-05      	|  2.6315e-06     	|
configure_callbacks                	|  6.7119e-06     	|1              	|  6.7119e-06     	|  1.6934e-06     	|
prepare_data                       	|  6.0911e-06     	|1              	|  6.0911e-06     	|  1.5368e-06     	|
on_val_dataloader                  	|  4.87e-06       	|1              	|  4.87e-06       	|  1.2287e-06     	|
on_train_dataloader                	|  4.558e-06      	|1              	|  4.558e-06      	|  1.15e-06       	|
configure_sharded_model            	|  4.328e-06      	|1              	|  4.328e-06      	|  1.092e-06      	|
