FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  1314.5         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  2.5882         	|500            	|  1294.1         	|  98.451         	|
run_training_batch                 	|  0.30669        	|1000           	|  306.69         	|  23.332         	|
optimizer_step_with_closure_0      	|  0.30208        	|1000           	|  302.08         	|  22.981         	|
training_step_and_backward         	|  0.23181        	|1000           	|  231.81         	|  17.635         	|
get_train_batch                    	|  0.11583        	|1500           	|  173.75         	|  13.218         	|
fetch_next_train_batch             	|  0.11579        	|1500           	|  173.68         	|  13.213         	|
model_forward                      	|  0.11757        	|1000           	|  117.57         	|  8.9444         	|
training_step                      	|  0.11732        	|1000           	|  117.32         	|  8.9251         	|
backward                           	|  0.11257        	|1000           	|  112.57         	|  8.5643         	|
on_train_batch_end                 	|  0.0025167      	|1000           	|  2.5167         	|  0.19146        	|
zero_grad                          	|  0.0016228      	|1000           	|  1.6228         	|  0.12346        	|
training_batch_to_device           	|  0.00077822     	|1000           	|  0.77822        	|  0.059204       	|
on_train_epoch_end                 	|  0.00038473     	|500            	|  0.19236        	|  0.014634       	|
on_train_epoch_start               	|  0.00034822     	|500            	|  0.17411        	|  0.013246       	|
on_train_batch_start               	|  0.00011431     	|1000           	|  0.11431        	|  0.0086963      	|
on_batch_start                     	|  5.4342e-05     	|1000           	|  0.054342       	|  0.0041342      	|
on_train_end                       	|  0.044093       	|1              	|  0.044093       	|  0.0033544      	|
on_after_backward                  	|  2.6688e-05     	|1000           	|  0.026688       	|  0.0020303      	|
on_before_zero_grad                	|  2.5664e-05     	|1000           	|  0.025664       	|  0.0019524      	|
on_pretrain_routine_start          	|  0.025061       	|1              	|  0.025061       	|  0.0019066      	|
on_before_optimizer_step           	|  1.7601e-05     	|1000           	|  0.017601       	|  0.001339       	|
on_batch_end                       	|  1.695e-05      	|1000           	|  0.01695        	|  0.0012895      	|
on_before_backward                 	|  1.657e-05      	|1000           	|  0.01657        	|  0.0012606      	|
configure_optimizers               	|  0.011662       	|1              	|  0.011662       	|  0.00088719     	|
training_step_end                  	|  1.1204e-05     	|1000           	|  0.011204       	|  0.00085237     	|
on_epoch_end                       	|  1.1813e-05     	|500            	|  0.0059065      	|  0.00044934     	|
on_epoch_start                     	|  1.1629e-05     	|500            	|  0.0058145      	|  0.00044234     	|
on_train_start                     	|  0.001323       	|1              	|  0.001323       	|  0.00010065     	|
on_fit_start                       	|  4.7237e-05     	|1              	|  4.7237e-05     	|  3.5936e-06     	|
on_fit_end                         	|  3.0933e-05     	|1              	|  3.0933e-05     	|  2.3533e-06     	|
setup                              	|  2.9007e-05     	|1              	|  2.9007e-05     	|  2.2067e-06     	|
on_configure_sharded_model         	|  2.4313e-05     	|1              	|  2.4313e-05     	|  1.8497e-06     	|
on_before_accelerator_backend_setup	|  2.3767e-05     	|1              	|  2.3767e-05     	|  1.8081e-06     	|
on_pretrain_routine_end            	|  1.9869e-05     	|1              	|  1.9869e-05     	|  1.5115e-06     	|
teardown                           	|  1.5443e-05     	|1              	|  1.5443e-05     	|  1.1749e-06     	|
on_train_dataloader                	|  1.1511e-05     	|1              	|  1.1511e-05     	|  8.7573e-07     	|
prepare_data                       	|  1.1079e-05     	|1              	|  1.1079e-05     	|  8.4285e-07     	|
configure_callbacks                	|  1.02e-05       	|1              	|  1.02e-05       	|  7.7597e-07     	|
on_val_dataloader                  	|  9.9652e-06     	|1              	|  9.9652e-06     	|  7.5811e-07     	|
configure_sharded_model            	|  8.1286e-06     	|1              	|  8.1286e-06     	|  6.1839e-07     	|
