FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  351.09         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  5.207          	|63             	|  328.04         	|  93.437         	|
run_training_batch                 	|  0.30477        	|1000           	|  304.77         	|  86.808         	|
optimizer_step_with_closure_0      	|  0.30205        	|1000           	|  302.05         	|  86.033         	|
training_step_and_backward         	|  0.22657        	|1000           	|  226.57         	|  64.534         	|
model_forward                      	|  0.14015        	|1000           	|  140.15         	|  39.918         	|
training_step                      	|  0.14001        	|1000           	|  140.01         	|  39.879         	|
backward                           	|  0.085106       	|1000           	|  85.106         	|  24.241         	|
get_train_batch                    	|  0.0074304      	|1063           	|  7.8985         	|  2.2497         	|
fetch_next_train_batch             	|  0.0074115      	|1063           	|  7.8784         	|  2.244          	|
zero_grad                          	|  0.001291       	|1000           	|  1.291          	|  0.36771        	|
on_train_batch_end                 	|  0.0011921      	|1000           	|  1.1921         	|  0.33953        	|
training_batch_to_device           	|  0.00022114     	|1000           	|  0.22114        	|  0.062988       	|
on_train_batch_start               	|  9.2338e-05     	|1000           	|  0.092338       	|  0.026301       	|
on_train_end                       	|  0.024971       	|1              	|  0.024971       	|  0.0071125      	|
on_pretrain_routine_start          	|  0.022577       	|1              	|  0.022577       	|  0.0064307      	|
on_train_epoch_end                 	|  0.00029343     	|63             	|  0.018486       	|  0.0052653      	|
on_train_epoch_start               	|  0.00028618     	|63             	|  0.018029       	|  0.0051353      	|
on_batch_start                     	|  1.6666e-05     	|1000           	|  0.016666       	|  0.0047471      	|
on_before_zero_grad                	|  1.4183e-05     	|1000           	|  0.014183       	|  0.0040397      	|
on_batch_end                       	|  1.3252e-05     	|1000           	|  0.013252       	|  0.0037746      	|
on_after_backward                  	|  1.0966e-05     	|1000           	|  0.010966       	|  0.0031234      	|
on_before_backward                 	|  1.0335e-05     	|1000           	|  0.010335       	|  0.0029438      	|
on_before_optimizer_step           	|  1.0259e-05     	|1000           	|  0.010259       	|  0.002922       	|
configure_optimizers               	|  0.0082509      	|1              	|  0.0082509      	|  0.0023501      	|
training_step_end                  	|  5.8556e-06     	|1000           	|  0.0058556      	|  0.0016679      	|
on_train_start                     	|  0.00073252     	|1              	|  0.00073252     	|  0.00020864     	|
on_epoch_end                       	|  1.0763e-05     	|63             	|  0.00067806     	|  0.00019313     	|
on_epoch_start                     	|  1.0552e-05     	|63             	|  0.00066478     	|  0.00018935     	|
on_fit_end                         	|  2.128e-05      	|1              	|  2.128e-05      	|  6.0612e-06     	|
on_before_accelerator_backend_setup	|  1.8194e-05     	|1              	|  1.8194e-05     	|  5.1822e-06     	|
on_fit_start                       	|  1.6601e-05     	|1              	|  1.6601e-05     	|  4.7285e-06     	|
on_configure_sharded_model         	|  1.4878e-05     	|1              	|  1.4878e-05     	|  4.2377e-06     	|
setup                              	|  1.3265e-05     	|1              	|  1.3265e-05     	|  3.7783e-06     	|
teardown                           	|  1.068e-05      	|1              	|  1.068e-05      	|  3.042e-06      	|
on_pretrain_routine_end            	|  1.049e-05      	|1              	|  1.049e-05      	|  2.9879e-06     	|
prepare_data                       	|  7.274e-06      	|1              	|  7.274e-06      	|  2.0719e-06     	|
configure_callbacks                	|  5.1201e-06     	|1              	|  5.1201e-06     	|  1.4584e-06     	|
on_train_dataloader                	|  4.488e-06      	|1              	|  4.488e-06      	|  1.2783e-06     	|
on_val_dataloader                  	|  4.3981e-06     	|1              	|  4.3981e-06     	|  1.2527e-06     	|
configure_sharded_model            	|  4.277e-06      	|1              	|  4.277e-06      	|  1.2182e-06     	|
