blob: 361ac8b3f6e07fb24c4beee10570cf78cf2e23df (
plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
|
<!---
SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
SPDX-License-Identifier: Apache-2.0
--->
# TOSA Checker
## Overview
The TOSA Checker is a tool that provides an easy way to ensure that a TensorFlow™ Lite model is compatible with the [TOSA specification](https://www.mlplatform.org/tosa).
The project is currently in alpha, some stability issues may still be found.
## Prerequisites
To build the TOSA Checker the following are required:
* Ubuntu® 20.04.03 LTS (the TOSA Checker has been tested on this OS, but should work on other Linux® OS)
* Bazel™ (Bazelisk is an easy way to install the correct version of Bazel™)
* Git™
* Python® >=3.7 (python, python-dev and python-pip)
## Building and installation
pip install -U pip setuptools wheel
pip install -U numpy
python setup.py bdist_wheel
pip install dist/tosa_checker-0.1.0-cp38-cp38-linux_x86_64.whl
## Docker™ image
A Docker™ image to build the TOSA Checker is also provided. More information can be found on [docker/README.md](docker/README.md).
## Usage
```python
>>> import tosa_checker as tc
>>> checker = tc.TOSAChecker(model_path="model.tflite")
>>> checker.is_tosa_compatible()
True
```
## License
TOSA Checker is licensed under [Apache License 2.0].
## Trademarks and Copyrights
Bazel™ is a trademark of Google® LLC.
Git™ is a trademark of Software Freedom Conservancy.
Linux® is the registered trademark of Linus Torvalds in the U.S. and elsewhere.
Python® is a registered trademark of the PSF.
Ubuntu® is a registered trademark of Canonical.
Tensorflow™ is a trademark of Google® LLC.
Docker™ is a trademark of Docker, Inc.
|
