FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1301.3         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.561          	|500            	|  1280.5         	|  98.401         	|
run_training_batch                 	|  0.2866         	|1000           	|  286.6          	|  22.024         	|
optimizer_step_with_closure_0      	|  0.28291        	|1000           	|  282.91         	|  21.74          	|
training_step_and_backward         	|  0.21409        	|1000           	|  214.09         	|  16.452         	|
get_train_batch                    	|  0.13019        	|1500           	|  195.28         	|  15.006         	|
fetch_next_train_batch             	|  0.13014        	|1500           	|  195.21         	|  15.001         	|
model_forward                      	|  0.11156        	|1000           	|  111.56         	|  8.5728         	|
training_step                      	|  0.11132        	|1000           	|  111.32         	|  8.5542         	|
backward                           	|  0.10085        	|1000           	|  100.85         	|  7.75           	|
on_train_batch_end                 	|  0.0024554      	|1000           	|  2.4554         	|  0.18869        	|
zero_grad                          	|  0.0016395      	|1000           	|  1.6395         	|  0.12599        	|
training_batch_to_device           	|  0.00072318     	|1000           	|  0.72318        	|  0.055573       	|
on_train_epoch_start               	|  0.00034444     	|500            	|  0.17222        	|  0.013234       	|
on_train_epoch_end                 	|  0.00033487     	|500            	|  0.16743        	|  0.012867       	|
on_train_batch_start               	|  0.00011629     	|1000           	|  0.11629        	|  0.0089363      	|
on_batch_start                     	|  5.3778e-05     	|1000           	|  0.053778       	|  0.0041326      	|
on_train_end                       	|  0.044307       	|1              	|  0.044307       	|  0.0034048      	|
on_before_zero_grad                	|  3.9386e-05     	|1000           	|  0.039386       	|  0.0030266      	|
on_after_backward                  	|  3.5655e-05     	|1000           	|  0.035655       	|  0.0027399      	|
on_pretrain_routine_start          	|  0.023411       	|1              	|  0.023411       	|  0.001799       	|
on_batch_end                       	|  1.7889e-05     	|1000           	|  0.017889       	|  0.0013747      	|
on_before_optimizer_step           	|  1.7531e-05     	|1000           	|  0.017531       	|  0.0013472      	|
on_before_backward                 	|  1.6137e-05     	|1000           	|  0.016137       	|  0.00124        	|
configure_optimizers               	|  0.014409       	|1              	|  0.014409       	|  0.0011073      	|
training_step_end                  	|  1.0456e-05     	|1000           	|  0.010456       	|  0.00080351     	|
on_epoch_end                       	|  1.2044e-05     	|500            	|  0.0060222      	|  0.00046278     	|
on_epoch_start                     	|  1.1296e-05     	|500            	|  0.0056482      	|  0.00043404     	|
on_train_start                     	|  0.0020638      	|1              	|  0.0020638      	|  0.00015859     	|
on_fit_start                       	|  0.00012431     	|1              	|  0.00012431     	|  9.553e-06      	|
on_fit_end                         	|  5.9914e-05     	|1              	|  5.9914e-05     	|  4.6041e-06     	|
setup                              	|  2.7707e-05     	|1              	|  2.7707e-05     	|  2.1291e-06     	|
on_before_accelerator_backend_setup	|  2.7291e-05     	|1              	|  2.7291e-05     	|  2.0972e-06     	|
on_configure_sharded_model         	|  2.21e-05       	|1              	|  2.21e-05       	|  1.6983e-06     	|
teardown                           	|  1.5471e-05     	|1              	|  1.5471e-05     	|  1.1889e-06     	|
on_pretrain_routine_end            	|  1.2679e-05     	|1              	|  1.2679e-05     	|  9.7432e-07     	|
on_val_dataloader                  	|  1.0913e-05     	|1              	|  1.0913e-05     	|  8.3863e-07     	|
prepare_data                       	|  1.0235e-05     	|1              	|  1.0235e-05     	|  7.8653e-07     	|
configure_callbacks                	|  8.9686e-06     	|1              	|  8.9686e-06     	|  6.892e-07      	|
on_train_dataloader                	|  8.5235e-06     	|1              	|  8.5235e-06     	|  6.5499e-07     	|
configure_sharded_model            	|  8.5197e-06     	|1              	|  8.5197e-06     	|  6.547e-07      	|
