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-rw-r--r--docs/quick_start.md5
-rw-r--r--docs/sections/building.md6
-rw-r--r--docs/sections/faq.md8
3 files changed, 18 insertions, 1 deletions
diff --git a/docs/quick_start.md b/docs/quick_start.md
index 93e7943..2af0c8e 100644
--- a/docs/quick_start.md
+++ b/docs/quick_start.md
@@ -303,3 +303,8 @@ cmake .. \
> **Note:** If you want to change the application, then, instead of using the `build_default` Python script, follow the
> approach defined in [documentation.md](./documentation.md#arm_ml-embedded-evaluation-kit). For example, if you wanted to modify the number of
> MACs units of the Ethos-U, or running a custom neural network.
+
+> **Note:** The performance summary produced by Vela compiler for any model are **estimates only**. Vela computes
+> these figures from a very simplistic approximation. To get accurate performance numbers for the Arm Ethos-U NPU,
+> please use the FVP or the FPGA platforms.
+
diff --git a/docs/sections/building.md b/docs/sections/building.md
index 4750e3e..973b644 100644
--- a/docs/sections/building.md
+++ b/docs/sections/building.md
@@ -708,7 +708,7 @@ After compiling, your custom model has now replaced the default one in the appli
> The source code is hosted on <https://review.mlplatform.org/plugins/gitiles/ml/ethos-u/ethos-u-vela/>.
> **Note:** Using the 22.05 versions of software dependencies will require Vela to be at least version 3.4.0
-> or you may encounter issues when trying to run applications on different variants of Ethos-U.
+> or you may encounter issues when trying to run applications on different variants of Ethos-U NPUs.
The Vela compiler is a tool that can optimize a neural network model into a version that can run on an embedded system
containing an *Ethos-U* NPU.
@@ -758,6 +758,10 @@ To see Vela helper for all the parameters use: `vela --help`.
> **Note:** By default, use of the *Ethos-U* NPU is enabled in the CMake configuration. This can be changed by passing
> `-DETHOS_U_NPU_ENABLED`.
+> **Note:** The performance summary produced by Vela compiler for any model are **estimates only**. Vela computes
+> these figures from a very simplistic approximation. To get accurate performance numbers for the Arm Ethos-U NPU, use
+> of FVP or FPGA platforms is recommended.
+
## Building for different Ethos-U NPU variants
The building process described in the previous paragraphs assumes building for the default *Ethos-U55* NPU with 128 MACs,
diff --git a/docs/sections/faq.md b/docs/sections/faq.md
index 0ffd0bd..887249c 100644
--- a/docs/sections/faq.md
+++ b/docs/sections/faq.md
@@ -13,6 +13,14 @@ A good starting point to explore the repository is the
----
+**Q: What is an FVP or AVH?**
+
+**A:** FVP stands for Fixed Virtual Platform and AVH is Arm Virtual Hardware. More details for these can be found under:
+* https://developer.arm.com/Tools%20and%20Software/Fixed%20Virtual%20Platforms
+* https://www.arm.com/products/development-tools/simulation/virtual-hardware
+
+----
+
**Q: I’m running through the quick-start guide and I’m running into an error with pip. When I run `./build_default.py`,
I get an error `ImportError: No module named pip`, but pip is installed on my machine.**