From 7adc7678a88edccfbd20af2307e7f50e9ed48e47 Mon Sep 17 00:00:00 2001 From: Tomeu Vizoso Date: Wed, 24 Jan 2024 16:29:49 +0100 Subject: [PATCH] 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: --- docs/teflon.rst | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/docs/teflon.rst b/docs/teflon.rst index 9b5599e577c..ee5b449a706 100644 --- a/docs/teflon.rst +++ b/docs/teflon.rst @@ -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 list-table:: Tested models + :header-rows: 1 + + * - Model name + - Data type + - Link (may be outdated) + - Status + - Inference speed on AML-A311D-CC Alta + * - MobileNet V1 + - UINT8 + -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 -----