From 0c41950ba5b8ea7029f7dc9dfa941f7edf1fdd3c Mon Sep 17 00:00:00 2001
From: Shvetank Prakash <46943363+ShvetankPrakash@users.noreply.github.com>
Date: Sun, 8 Oct 2023 04:49:35 -0400
Subject: [PATCH] CFU Playground documentation outline

---
 docs/source/cfu.rst | 33 +++++++++++++++++++++++++++++++--
 1 file changed, 31 insertions(+), 2 deletions(-)

diff --git a/docs/source/cfu.rst b/docs/source/cfu.rst
index 0ae106b6..113160f2 100644
--- a/docs/source/cfu.rst
+++ b/docs/source/cfu.rst
@@ -1,2 +1,31 @@
-CFU
-===
\ No newline at end of file
+CFU Playground
+===
+
+CFU Playground is a full-stack open-source framework for TinyML Acceleration. The tool enables users to rapidly design and prototype tightly coupled accelerators and explore novel design space tradeoffs between CPU and accelerator. 
+
+## Installing CFU Playground
+
+In order to install CFU Playground, run the following script from the `oss-arch-gym` repository root:
+```
+
+```
+
+## Run Training Scripts
+
+Inside sims/CFU-Playground:
+
+* **Random Walker**: ```python trainrandomwalker.py```
+
+* **Other Algos Here**: ```python train....py```
+
+
+To update the workload for the training scripts, follow these steps:
+...
+
+```
+```
+
+## Parameter Space
+| System Parameter      | Values        |
+| ----------------      | ------------- |
+|                       |               |