FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1426.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.8189         	|500            	|  1409.5         	|  98.804         	|
run_training_batch                 	|  0.38248        	|1000           	|  382.48         	|  26.812         	|
optimizer_step_with_closure_0      	|  0.37912        	|1000           	|  379.12         	|  26.576         	|
training_step_and_backward         	|  0.27506        	|1000           	|  275.06         	|  19.282         	|
get_train_batch                    	|  0.10845        	|1500           	|  162.68         	|  11.404         	|
fetch_next_train_batch             	|  0.10841        	|1500           	|  162.62         	|  11.4           	|
model_forward                      	|  0.14608        	|1000           	|  146.08         	|  10.24          	|
training_step                      	|  0.14585        	|1000           	|  145.85         	|  10.224         	|
backward                           	|  0.12746        	|1000           	|  127.46         	|  8.9352         	|
on_train_batch_end                 	|  0.0023022      	|1000           	|  2.3022         	|  0.16139        	|
zero_grad                          	|  0.0014805      	|1000           	|  1.4805         	|  0.10379        	|
training_batch_to_device           	|  0.00060515     	|1000           	|  0.60515        	|  0.042421       	|
on_train_epoch_end                 	|  0.00036532     	|500            	|  0.18266        	|  0.012805       	|
on_train_epoch_start               	|  0.00033092     	|500            	|  0.16546        	|  0.011599       	|
on_train_batch_start               	|  0.00011312     	|1000           	|  0.11312        	|  0.0079301      	|
on_batch_start                     	|  4.2486e-05     	|1000           	|  0.042486       	|  0.0029783      	|
on_train_end                       	|  0.042094       	|1              	|  0.042094       	|  0.0029508      	|
on_after_backward                  	|  2.3655e-05     	|1000           	|  0.023655       	|  0.0016583      	|
on_before_zero_grad                	|  2.2291e-05     	|1000           	|  0.022291       	|  0.0015626      	|
on_pretrain_routine_start          	|  0.021735       	|1              	|  0.021735       	|  0.0015236      	|
on_before_backward                 	|  1.7806e-05     	|1000           	|  0.017806       	|  0.0012482      	|
on_batch_end                       	|  1.718e-05      	|1000           	|  0.01718        	|  0.0012043      	|
on_before_optimizer_step           	|  1.6369e-05     	|1000           	|  0.016369       	|  0.0011475      	|
configure_optimizers               	|  0.0087643      	|1              	|  0.0087643      	|  0.00061438     	|
training_step_end                  	|  8.4073e-06     	|1000           	|  0.0084073      	|  0.00058936     	|
on_epoch_start                     	|  1.1872e-05     	|500            	|  0.0059361      	|  0.00041612     	|
on_epoch_end                       	|  1.146e-05      	|500            	|  0.0057298      	|  0.00040166     	|
on_train_start                     	|  0.0021635      	|1              	|  0.0021635      	|  0.00015166     	|
on_fit_end                         	|  6.0042e-05     	|1              	|  6.0042e-05     	|  4.209e-06      	|
setup                              	|  3.1285e-05     	|1              	|  3.1285e-05     	|  2.1931e-06     	|
on_before_accelerator_backend_setup	|  2.8955e-05     	|1              	|  2.8955e-05     	|  2.0297e-06     	|
on_configure_sharded_model         	|  2.5373e-05     	|1              	|  2.5373e-05     	|  1.7787e-06     	|
on_fit_start                       	|  2.3393e-05     	|1              	|  2.3393e-05     	|  1.6399e-06     	|
teardown                           	|  1.5838e-05     	|1              	|  1.5838e-05     	|  1.1103e-06     	|
on_pretrain_routine_end            	|  1.2306e-05     	|1              	|  1.2306e-05     	|  8.6269e-07     	|
configure_callbacks                	|  1.1906e-05     	|1              	|  1.1906e-05     	|  8.3462e-07     	|
prepare_data                       	|  9.5963e-06     	|1              	|  9.5963e-06     	|  6.7271e-07     	|
configure_sharded_model            	|  8.8047e-06     	|1              	|  8.8047e-06     	|  6.1722e-07     	|
on_val_dataloader                  	|  6.5286e-06     	|1              	|  6.5286e-06     	|  4.5766e-07     	|
on_train_dataloader                	|  6.238e-06      	|1              	|  6.238e-06      	|  4.3729e-07     	|
