Palette

Installation Options

To install the SDK, follow the instructions below for Ubuntu 22.04 Linux desktop, or download the SDK package and follow the step-by-step installation guide.

sima-user@sima-user-machine:~$ python3 -m venv .venv && source .venv/bin/activate
sima-user@sima-user-machine:~$ pip3 install sima-cli
sima-user@sima-user-machine:~$ sima-cli install -v 1.7.0 sdk

Software Overview

Brief description of the Palette software and how to use it.

Software Installation

Step-by-step installation of the Palette software.

Get Model FPS

How to get frames-per-second throughput numbers for your models.

MPK Tool

How to use the MPK tool using commands available in the Palette software.

System Requirements

Requirements for a successful installation and use of the software.

ModelSDK

How to calibrate, quantize, and compile your model.

Get Model Accuracy

How to get metrics for your model using your board as an accelerator.

MLPerf Benchmark

How to reproduce the MLPerf benchmark numbers.