FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  727.84         	|  100 %          	|
--------------------------------------------------------------------------------------------------------------------------------------
run_training_epoch                 	|  3.5376         	|200            	|  707.53         	|  97.21          	|
run_training_batch                 	|  0.31433        	|1000           	|  314.33         	|  43.187         	|
optimizer_step_with_closure_0      	|  0.30978        	|1000           	|  309.78         	|  42.562         	|
training_step_and_backward         	|  0.24151        	|1000           	|  241.51         	|  33.183         	|
backward                           	|  0.1222         	|1000           	|  122.2          	|  16.789         	|
model_forward                      	|  0.11762        	|1000           	|  117.62         	|  16.161         	|
training_step                      	|  0.1174         	|1000           	|  117.4          	|  16.13          	|
get_train_batch                    	|  0.060333       	|1200           	|  72.399         	|  9.9472         	|
fetch_next_train_batch             	|  0.060299       	|1200           	|  72.359         	|  9.9417         	|
on_train_batch_end                 	|  0.002469       	|1000           	|  2.469          	|  0.33922        	|
zero_grad                          	|  0.0016482      	|1000           	|  1.6482         	|  0.22645        	|
training_batch_to_device           	|  0.00051767     	|1000           	|  0.51767        	|  0.071124       	|
configure_optimizers               	|  0.26062        	|1              	|  0.26062        	|  0.035807       	|
on_train_batch_start               	|  0.00010937     	|1000           	|  0.10937        	|  0.015027       	|
on_train_epoch_end                 	|  0.00033894     	|200            	|  0.067788       	|  0.0093136      	|
on_train_epoch_start               	|  0.00033667     	|200            	|  0.067335       	|  0.0092513      	|
on_train_end                       	|  0.062695       	|1              	|  0.062695       	|  0.0086139      	|
on_batch_start                     	|  3.5963e-05     	|1000           	|  0.035963       	|  0.0049411      	|
on_after_backward                  	|  3.3968e-05     	|1000           	|  0.033968       	|  0.004667       	|
on_pretrain_routine_start          	|  0.027127       	|1              	|  0.027127       	|  0.0037271      	|
on_before_zero_grad                	|  2.1558e-05     	|1000           	|  0.021558       	|  0.002962       	|
on_batch_end                       	|  1.673e-05      	|1000           	|  0.01673        	|  0.0022986      	|
on_before_optimizer_step           	|  1.6134e-05     	|1000           	|  0.016134       	|  0.0022167      	|
on_before_backward                 	|  1.3959e-05     	|1000           	|  0.013959       	|  0.0019179      	|
training_step_end                  	|  9.1674e-06     	|1000           	|  0.0091674      	|  0.0012595      	|
on_epoch_end                       	|  1.2233e-05     	|200            	|  0.0024465      	|  0.00033613     	|
on_epoch_start                     	|  1.1787e-05     	|200            	|  0.0023574      	|  0.00032389     	|
on_train_start                     	|  0.0016478      	|1              	|  0.0016478      	|  0.0002264      	|
on_fit_end                         	|  4.4342e-05     	|1              	|  4.4342e-05     	|  6.0923e-06     	|
on_fit_start                       	|  4.0997e-05     	|1              	|  4.0997e-05     	|  5.6327e-06     	|
on_configure_sharded_model         	|  2.4276e-05     	|1              	|  2.4276e-05     	|  3.3353e-06     	|
on_pretrain_routine_end            	|  2.1944e-05     	|1              	|  2.1944e-05     	|  3.0149e-06     	|
setup                              	|  2.1651e-05     	|1              	|  2.1651e-05     	|  2.9748e-06     	|
on_before_accelerator_backend_setup	|  2.1245e-05     	|1              	|  2.1245e-05     	|  2.919e-06      	|
teardown                           	|  1.9584e-05     	|1              	|  1.9584e-05     	|  2.6907e-06     	|
on_train_dataloader                	|  1.0712e-05     	|1              	|  1.0712e-05     	|  1.4718e-06     	|
configure_sharded_model            	|  8.747e-06      	|1              	|  8.747e-06      	|  1.2018e-06     	|
configure_callbacks                	|  8.6538e-06     	|1              	|  8.6538e-06     	|  1.189e-06      	|
on_val_dataloader                  	|  7.974e-06      	|1              	|  7.974e-06      	|  1.0956e-06     	|
prepare_data                       	|  7.8361e-06     	|1              	|  7.8361e-06     	|  1.0766e-06     	|
