Fix formatting issues of table in `research/optimization`.
@@ -60,16 +60,15 @@ communication rounds.
Below we give a summary of the datasets, tasks, and models used in this
directory.
+<!-- mdformat off(This table is sensitive to automatic formatting changes) -->
+
| Directory | Dataset | Model | Task Summary |
-| ---------------- | -------------- | ------------------ | ----------------- |
-| cifar100 | CIFAR-100 | ResNet-18 (with | Image |
-: : : GroupNorm layers) : classification :
+|------------------|----------------|-----------------------------------|---------------------------|
+| cifar100 | CIFAR-100 | ResNet-18 (with GroupNorm layers) | Image classification |
| emnist | EMNIST | CNN (with dropout) | Digit recognition |
| emnist_ae | EMNIST | Bottleneck network | Autoencoder |
-| shakespeare | Shakespeare | RNN with 2 LSTM | Next-character |
-: : : layers : prediction :
-| stackoverflow | Stack Overflow | RNN with 1 LSTM | Next-word |
-: : : layer : prediction :
-| stackoverflow_lr | Stack Overflow | Logistic | Tag prediction |
-: : : regression : :
-: : : classifier : :
+| shakespeare | Shakespeare | RNN with 2 LSTM layers | Next-character prediction |
+| stackoverflow | Stack Overflow | RNN with 1 LSTM layer | Next-word prediction |
+| stackoverflow_lr | Stack Overflow | Logistic regression classifier | Tag prediction |
+
+<!-- mdformat on -->
