FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  447.12         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  6.756          	|63             	|  425.63         	|  95.195         	|
run_training_batch                 	|  0.31518        	|1000           	|  315.18         	|  70.492         	|
optimizer_step_with_closure_0      	|  0.31095        	|1000           	|  310.95         	|  69.546         	|
training_step_and_backward         	|  0.2387         	|1000           	|  238.7          	|  53.387         	|
model_forward                      	|  0.12003        	|1000           	|  120.03         	|  26.846         	|
training_step                      	|  0.11979        	|1000           	|  119.79         	|  26.791         	|
backward                           	|  0.11686        	|1000           	|  116.86         	|  26.137         	|
get_train_batch                    	|  0.021826       	|1063           	|  23.201         	|  5.1892         	|
fetch_next_train_batch             	|  0.021799       	|1063           	|  23.172         	|  5.1826         	|
on_train_batch_end                 	|  0.002783       	|1000           	|  2.783          	|  0.62244        	|
zero_grad                          	|  0.0017672      	|1000           	|  1.7672         	|  0.39524        	|
training_batch_to_device           	|  0.00030054     	|1000           	|  0.30054        	|  0.067218       	|
on_train_batch_start               	|  0.00011289     	|1000           	|  0.11289        	|  0.025249       	|
on_train_end                       	|  0.0918         	|1              	|  0.0918         	|  0.020532       	|
on_after_backward                  	|  3.274e-05      	|1000           	|  0.03274        	|  0.0073225      	|
on_train_epoch_end                 	|  0.00041937     	|63             	|  0.02642        	|  0.005909       	|
on_batch_start                     	|  2.5748e-05     	|1000           	|  0.025748       	|  0.0057587      	|
on_train_epoch_start               	|  0.00039954     	|63             	|  0.025171       	|  0.0056297      	|
on_pretrain_routine_start          	|  0.024585       	|1              	|  0.024585       	|  0.0054986      	|
on_before_zero_grad                	|  2.3784e-05     	|1000           	|  0.023784       	|  0.0053195      	|
on_batch_end                       	|  1.8014e-05     	|1000           	|  0.018014       	|  0.0040289      	|
on_before_optimizer_step           	|  1.6771e-05     	|1000           	|  0.016771       	|  0.0037509      	|
configure_optimizers               	|  0.01657        	|1              	|  0.01657        	|  0.0037061      	|
on_before_backward                 	|  1.635e-05      	|1000           	|  0.01635        	|  0.0036567      	|
training_step_end                  	|  8.7508e-06     	|1000           	|  0.0087508      	|  0.0019572      	|
on_train_start                     	|  0.001121       	|1              	|  0.001121       	|  0.00025071     	|
on_epoch_start                     	|  1.3601e-05     	|63             	|  0.00085684     	|  0.00019164     	|
on_epoch_end                       	|  1.2914e-05     	|63             	|  0.00081356     	|  0.00018196     	|
on_fit_end                         	|  6.2076e-05     	|1              	|  6.2076e-05     	|  1.3884e-05     	|
on_before_accelerator_backend_setup	|  5.6855e-05     	|1              	|  5.6855e-05     	|  1.2716e-05     	|
on_fit_start                       	|  4.4469e-05     	|1              	|  4.4469e-05     	|  9.9457e-06     	|
on_configure_sharded_model         	|  2.452e-05      	|1              	|  2.452e-05      	|  5.484e-06      	|
setup                              	|  2.4227e-05     	|1              	|  2.4227e-05     	|  5.4186e-06     	|
teardown                           	|  1.4853e-05     	|1              	|  1.4853e-05     	|  3.3219e-06     	|
on_pretrain_routine_end            	|  1.2103e-05     	|1              	|  1.2103e-05     	|  2.707e-06      	|
prepare_data                       	|  1.096e-05      	|1              	|  1.096e-05      	|  2.4512e-06     	|
configure_callbacks                	|  1.0375e-05     	|1              	|  1.0375e-05     	|  2.3204e-06     	|
configure_sharded_model            	|  8.7172e-06     	|1              	|  8.7172e-06     	|  1.9496e-06     	|
on_val_dataloader                  	|  8.4732e-06     	|1              	|  8.4732e-06     	|  1.8951e-06     	|
on_train_dataloader                	|  5.6997e-06     	|1              	|  5.6997e-06     	|  1.2748e-06     	|
