teflon: Add table with known supported models to docs

Hopefully it is just start, though in time this should probably move
to some kind of  model repository.

Part-of: <https://gitlab.freedesktop.org/mesa/mesa/-/merge_requests/27241>
This commit is contained in:
Tomeu Vizoso
2024-01-24 16:29:49 +01:00
committed by Marge Bot
parent 4c74077b62
commit 7adc7678a8

View File

@@ -13,6 +13,30 @@ Mesa contains a TensorFlow Lite delegate that can make use of NPUs to accelerate
- ``VeriSilicon VIPNano-QI.7120``
- ``Amlogic A311D on Libre Computer AML-A311D-CC Alta and Khadas VIM3``
.. list-table:: Tested models
:header-rows: 1
* - Model name
- Data type
- Link (may be outdated)
- Status
- Inference speed on AML-A311D-CC Alta
* - MobileNet V1
- UINT8
- http://download.tensorflow.org/models/mobilenet_v1_2018_08_02/mobilenet_v1_1.0_224_quant.tgz
- Fully supported
- ~15 ms
* - MobileNet V2
- UINT8
- https://storage.googleapis.com/mobilenet_v2/checkpoints/quantized_v2_224_100.tgz
- Fully supported
- ~15.5 ms
* - SSDLite MobileDet
- UINT8
- https://raw.githubusercontent.com/google-coral/test_data/master/ssdlite_mobiledet_coco_qat_postprocess.tflite
- Fully supported
- ~53 ms
Build
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