FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  448.35         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.1224         	|200            	|  424.48         	|  94.676         	|
run_training_batch                 	|  0.35144        	|1000           	|  351.44         	|  78.385         	|
optimizer_step_with_closure_0      	|  0.34879        	|1000           	|  348.79         	|  77.793         	|
training_step_and_backward         	|  0.27179        	|1000           	|  271.79         	|  60.619         	|
model_forward                      	|  0.16096        	|1000           	|  160.96         	|  35.901         	|
training_step                      	|  0.16082        	|1000           	|  160.82         	|  35.868         	|
backward                           	|  0.10947        	|1000           	|  109.47         	|  24.417         	|
get_train_batch                    	|  0.016572       	|1200           	|  19.887         	|  4.4355         	|
fetch_next_train_batch             	|  0.016546       	|1200           	|  19.855         	|  4.4286         	|
zero_grad                          	|  0.0013202      	|1000           	|  1.3202         	|  0.29446        	|
on_train_batch_end                 	|  0.0012572      	|1000           	|  1.2572         	|  0.28041        	|
training_batch_to_device           	|  0.00034949     	|1000           	|  0.34949        	|  0.07795        	|
on_train_batch_start               	|  9.7602e-05     	|1000           	|  0.097602       	|  0.021769       	|
on_train_epoch_start               	|  0.00027529     	|200            	|  0.055057       	|  0.01228        	|
on_train_epoch_end                 	|  0.00025101     	|200            	|  0.050202       	|  0.011197       	|
on_train_end                       	|  0.023664       	|1              	|  0.023664       	|  0.005278       	|
on_batch_start                     	|  2.3424e-05     	|1000           	|  0.023424       	|  0.0052246      	|
on_pretrain_routine_start          	|  0.022529       	|1              	|  0.022529       	|  0.0050249      	|
on_before_zero_grad                	|  1.6738e-05     	|1000           	|  0.016738       	|  0.0037332      	|
on_batch_end                       	|  1.4164e-05     	|1000           	|  0.014164       	|  0.0031592      	|
on_before_backward                 	|  1.1587e-05     	|1000           	|  0.011587       	|  0.0025844      	|
on_before_optimizer_step           	|  1.1404e-05     	|1000           	|  0.011404       	|  0.0025436      	|
on_after_backward                  	|  1.1245e-05     	|1000           	|  0.011245       	|  0.0025081      	|
configure_optimizers               	|  0.008487       	|1              	|  0.008487       	|  0.0018929      	|
training_step_end                  	|  6.6687e-06     	|1000           	|  0.0066687      	|  0.0014874      	|
on_epoch_start                     	|  1.1089e-05     	|200            	|  0.0022178      	|  0.00049466     	|
on_epoch_end                       	|  1.0065e-05     	|200            	|  0.002013       	|  0.00044899     	|
on_train_start                     	|  0.00078528     	|1              	|  0.00078528     	|  0.00017515     	|
on_fit_end                         	|  2.1991e-05     	|1              	|  2.1991e-05     	|  4.9049e-06     	|
on_before_accelerator_backend_setup	|  1.7843e-05     	|1              	|  1.7843e-05     	|  3.9797e-06     	|
on_fit_start                       	|  1.6882e-05     	|1              	|  1.6882e-05     	|  3.7653e-06     	|
on_configure_sharded_model         	|  1.4056e-05     	|1              	|  1.4056e-05     	|  3.135e-06      	|
setup                              	|  1.3645e-05     	|1              	|  1.3645e-05     	|  3.0434e-06     	|
on_pretrain_routine_end            	|  1.3365e-05     	|1              	|  1.3365e-05     	|  2.9809e-06     	|
teardown                           	|  9.969e-06      	|1              	|  9.969e-06      	|  2.2235e-06     	|
prepare_data                       	|  7.5341e-06     	|1              	|  7.5341e-06     	|  1.6804e-06     	|
configure_callbacks                	|  6.4621e-06     	|1              	|  6.4621e-06     	|  1.4413e-06     	|
on_val_dataloader                  	|  4.909e-06      	|1              	|  4.909e-06      	|  1.0949e-06     	|
configure_sharded_model            	|  4.1081e-06     	|1              	|  4.1081e-06     	|  9.1626e-07     	|
on_train_dataloader                	|  4.018e-06      	|1              	|  4.018e-06      	|  8.9616e-07     	|
