From: Aaron J Arthurs <aajarthurs@gmail.com>
Date: Mon, 17 Feb 2020 16:18:38 +0000 (-0600)
Subject: Support models with signed 8-bit integer I/O
X-Git-Tag: accepted/tizen/unified/20200228.123757~2
X-Git-Url: http://review.tizen.org/git/?a=commitdiff_plain;h=83bdf3f28b18cf86651ead48df42a030f2277ab2;p=platform%2Fupstream%2Fnnstreamer.git

Support models with signed 8-bit integer I/O

TensorFlow Lite models whose I/O is of type `kTfLiteInt8` are rejected,
requiring an I/O wrapper (`Quantize` operators). As signed 8-bit
integers are preferred in TensorFlow's quantization specifications [1],
this patch alleviates the need for an I/O wrapper to run strictly
`kTfLiteInt8`-type models.

[1] https://www.tensorflow.org/lite/performance/quantization_spec

Signed-off-by: Aaron J Arthurs <aajarthurs@gmail.com>
---

diff --git a/ext/nnstreamer/tensor_filter/tensor_filter_tensorflow_lite.cc b/ext/nnstreamer/tensor_filter/tensor_filter_tensorflow_lite.cc
index 7dd088d..65e64a9 100644
--- a/ext/nnstreamer/tensor_filter/tensor_filter_tensorflow_lite.cc
+++ b/ext/nnstreamer/tensor_filter/tensor_filter_tensorflow_lite.cc
@@ -320,6 +320,7 @@ TFLiteInterpreter::getTensorType (TfLiteType tfType)
     case kTfLiteInt32:
       return _NNS_INT32;
     case kTfLiteBool:
+    case kTfLiteInt8:
       return _NNS_INT8;
     case kTfLiteInt64:
       return _NNS_INT64;