FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  747.38         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.6333         	|200            	|  726.66         	|  97.227         	|
run_training_batch                 	|  0.28939        	|1000           	|  289.39         	|  38.72          	|
optimizer_step_with_closure_0      	|  0.28607        	|1000           	|  286.07         	|  38.276         	|
training_step_and_backward         	|  0.22067        	|1000           	|  220.67         	|  29.525         	|
model_forward                      	|  0.11326        	|1000           	|  113.26         	|  15.154         	|
training_step                      	|  0.11304        	|1000           	|  113.04         	|  15.125         	|
backward                           	|  0.10584        	|1000           	|  105.84         	|  14.162         	|
get_train_batch                    	|  0.067023       	|1200           	|  80.427         	|  10.761         	|
fetch_next_train_batch             	|  0.066991       	|1200           	|  80.389         	|  10.756         	|
on_train_batch_end                 	|  0.0022053      	|1000           	|  2.2053         	|  0.29507        	|
zero_grad                          	|  0.0015261      	|1000           	|  1.5261         	|  0.20419        	|
training_batch_to_device           	|  0.00042517     	|1000           	|  0.42517        	|  0.056888       	|
on_train_batch_start               	|  0.00010805     	|1000           	|  0.10805        	|  0.014457       	|
on_train_epoch_start               	|  0.00033852     	|200            	|  0.067705       	|  0.0090589      	|
on_train_epoch_end                 	|  0.00032579     	|200            	|  0.065159       	|  0.0087183      	|
on_train_end                       	|  0.045129       	|1              	|  0.045129       	|  0.0060383      	|
on_batch_start                     	|  3.144e-05      	|1000           	|  0.03144        	|  0.0042067      	|
on_after_backward                  	|  2.7091e-05     	|1000           	|  0.027091       	|  0.0036248      	|
on_pretrain_routine_start          	|  0.021686       	|1              	|  0.021686       	|  0.0029016      	|
on_before_zero_grad                	|  1.9984e-05     	|1000           	|  0.019984       	|  0.0026739      	|
on_batch_end                       	|  1.7998e-05     	|1000           	|  0.017998       	|  0.0024082      	|
on_before_optimizer_step           	|  1.6269e-05     	|1000           	|  0.016269       	|  0.0021767      	|
on_before_backward                 	|  1.3588e-05     	|1000           	|  0.013588       	|  0.0018181      	|
configure_optimizers               	|  0.0098045      	|1              	|  0.0098045      	|  0.0013118      	|
training_step_end                  	|  7.5449e-06     	|1000           	|  0.0075449      	|  0.0010095      	|
on_epoch_end                       	|  1.2327e-05     	|200            	|  0.0024654      	|  0.00032988     	|
on_epoch_start                     	|  1.1629e-05     	|200            	|  0.0023258      	|  0.00031119     	|
on_train_start                     	|  0.0011405      	|1              	|  0.0011405      	|  0.0001526      	|
on_fit_start                       	|  4.2608e-05     	|1              	|  4.2608e-05     	|  5.7009e-06     	|
on_fit_end                         	|  3.9211e-05     	|1              	|  3.9211e-05     	|  5.2464e-06     	|
on_before_accelerator_backend_setup	|  3.1898e-05     	|1              	|  3.1898e-05     	|  4.2679e-06     	|
setup                              	|  2.3691e-05     	|1              	|  2.3691e-05     	|  3.1699e-06     	|
on_configure_sharded_model         	|  2.0232e-05     	|1              	|  2.0232e-05     	|  2.707e-06      	|
teardown                           	|  1.8818e-05     	|1              	|  1.8818e-05     	|  2.5179e-06     	|
on_pretrain_routine_end            	|  1.6043e-05     	|1              	|  1.6043e-05     	|  2.1465e-06     	|
configure_sharded_model            	|  1.5093e-05     	|1              	|  1.5093e-05     	|  2.0194e-06     	|
prepare_data                       	|  1.0617e-05     	|1              	|  1.0617e-05     	|  1.4206e-06     	|
on_train_dataloader                	|  5.9959e-06     	|1              	|  5.9959e-06     	|  8.0224e-07     	|
configure_callbacks                	|  5.6867e-06     	|1              	|  5.6867e-06     	|  7.6087e-07     	|
on_val_dataloader                  	|  4.8187e-06     	|1              	|  4.8187e-06     	|  6.4474e-07     	|
