Loading docs/coding.rst +3 −2 Original line number Diff line number Diff line Loading @@ -73,9 +73,10 @@ add at least a few basic types of unit tests: - Overfitting test: Create a small synthetic dataset and test that your model can learn this datasest with high accuracy. For regression and classification task, this should correspond to low training error on the dataset. For generative tasks, this should correspond to low loss on the dataset. generative tasks, this should correspond to low training loss on the dataset. - Reloading test: Check that a trained model can be saved to disk and reloaded correctly. This should involve predictions from the saved and reloaded models correctly. This should involve checking that predictions from the saved and reloaded models matching exactly. Note that unit tests are not sufficient to gauge the real performance of a Loading Loading
docs/coding.rst +3 −2 Original line number Diff line number Diff line Loading @@ -73,9 +73,10 @@ add at least a few basic types of unit tests: - Overfitting test: Create a small synthetic dataset and test that your model can learn this datasest with high accuracy. For regression and classification task, this should correspond to low training error on the dataset. For generative tasks, this should correspond to low loss on the dataset. generative tasks, this should correspond to low training loss on the dataset. - Reloading test: Check that a trained model can be saved to disk and reloaded correctly. This should involve predictions from the saved and reloaded models correctly. This should involve checking that predictions from the saved and reloaded models matching exactly. Note that unit tests are not sufficient to gauge the real performance of a Loading
