FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1369.2         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.7007         	|500            	|  1350.4         	|  98.626         	|
run_training_batch                 	|  0.3827         	|1000           	|  382.7          	|  27.951         	|
optimizer_step_with_closure_0      	|  0.37934        	|1000           	|  379.34         	|  27.706         	|
training_step_and_backward         	|  0.27453        	|1000           	|  274.53         	|  20.051         	|
get_train_batch                    	|  0.10313        	|1500           	|  154.69         	|  11.298         	|
fetch_next_train_batch             	|  0.10309        	|1500           	|  154.63         	|  11.294         	|
model_forward                      	|  0.1445         	|1000           	|  144.5          	|  10.554         	|
training_step                      	|  0.14428        	|1000           	|  144.28         	|  10.537         	|
backward                           	|  0.1285         	|1000           	|  128.5          	|  9.3853         	|
on_train_batch_end                 	|  0.0022372      	|1000           	|  2.2372         	|  0.1634         	|
zero_grad                          	|  0.001486       	|1000           	|  1.486          	|  0.10853        	|
training_batch_to_device           	|  0.00061388     	|1000           	|  0.61388        	|  0.044836       	|
on_train_epoch_end                 	|  0.00035836     	|500            	|  0.17918        	|  0.013087       	|
on_train_epoch_start               	|  0.00035675     	|500            	|  0.17837        	|  0.013028       	|
on_train_batch_start               	|  0.00011066     	|1000           	|  0.11066        	|  0.0080819      	|
on_train_end                       	|  0.044187       	|1              	|  0.044187       	|  0.0032272      	|
on_batch_start                     	|  4.4004e-05     	|1000           	|  0.044004       	|  0.0032139      	|
on_after_backward                  	|  2.4215e-05     	|1000           	|  0.024215       	|  0.0017686      	|
on_pretrain_routine_start          	|  0.022101       	|1              	|  0.022101       	|  0.0016142      	|
on_before_zero_grad                	|  2.1402e-05     	|1000           	|  0.021402       	|  0.0015631      	|
on_before_optimizer_step           	|  1.6926e-05     	|1000           	|  0.016926       	|  0.0012362      	|
on_batch_end                       	|  1.583e-05      	|1000           	|  0.01583        	|  0.0011562      	|
on_before_backward                 	|  1.3052e-05     	|1000           	|  0.013052       	|  0.00095329     	|
configure_optimizers               	|  0.0096333      	|1              	|  0.0096333      	|  0.00070358     	|
training_step_end                  	|  8.8034e-06     	|1000           	|  0.0088034      	|  0.00064297     	|
on_epoch_end                       	|  1.1476e-05     	|500            	|  0.0057381      	|  0.00041909     	|
on_epoch_start                     	|  1.074e-05      	|500            	|  0.0053699      	|  0.0003922      	|
on_train_start                     	|  0.0025847      	|1              	|  0.0025847      	|  0.00018878     	|
on_fit_end                         	|  6.6144e-05     	|1              	|  6.6144e-05     	|  4.831e-06      	|
on_fit_start                       	|  4.6784e-05     	|1              	|  4.6784e-05     	|  3.4169e-06     	|
on_before_accelerator_backend_setup	|  4.4543e-05     	|1              	|  4.4543e-05     	|  3.2533e-06     	|
on_configure_sharded_model         	|  3.3159e-05     	|1              	|  3.3159e-05     	|  2.4218e-06     	|
prepare_data                       	|  3.0028e-05     	|1              	|  3.0028e-05     	|  2.1931e-06     	|
setup                              	|  2.557e-05      	|1              	|  2.557e-05      	|  1.8676e-06     	|
teardown                           	|  1.6704e-05     	|1              	|  1.6704e-05     	|  1.22e-06       	|
configure_callbacks                	|  1.6378e-05     	|1              	|  1.6378e-05     	|  1.1962e-06     	|
on_pretrain_routine_end            	|  1.2461e-05     	|1              	|  1.2461e-05     	|  9.1012e-07     	|
on_train_dataloader                	|  7.1917e-06     	|1              	|  7.1917e-06     	|  5.2525e-07     	|
configure_sharded_model            	|  6.9235e-06     	|1              	|  6.9235e-06     	|  5.0567e-07     	|
on_val_dataloader                  	|  6.6496e-06     	|1              	|  6.6496e-06     	|  4.8567e-07     	|
