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authorRickard Bolin <rickard.bolin@arm.com>2023-04-24 10:39:41 +0000
committerRickard Bolin <rickard.bolin@arm.com>2023-04-25 11:32:40 +0000
commit3fd5d839a29e8f0a00638e1c6f86695a5d30d41a (patch)
tree16fb2f818073b09b16c8ec610dc072b856f1fdd0
parentc4268bf407048c7899c8501dd1223a777f8c4963 (diff)
downloadethos-u-vela-3fd5d839a29e8f0a00638e1c6f86695a5d30d41a.tar.gz
MLBEDSW-6954: Update to TensorFlow 2.11
Updated FlatBuffers autogenerated files to TensorFlow 2.11 Change-Id: Ia39d30b06e9a37c9ab119d501ebf442f32167afe Signed-off-by: Rickard Bolin <rickard.bolin@arm.com>
-rw-r--r--README.md4
-rw-r--r--ethosu/vela/tflite/TensorType.py1
-rw-r--r--ethosu/vela/tflite/TransposeConvOptions.py12
-rw-r--r--ethosu/vela/tflite_mapping.py2
4 files changed, 16 insertions, 3 deletions
diff --git a/README.md b/README.md
index e31294fa..8cabe119 100644
--- a/README.md
+++ b/README.md
@@ -28,8 +28,8 @@ The tool has limited functionality for compiling a
(EXPERIMENTAL).
## TensorFlow Support
-
-* Vela 3.6.0 to current supports TensorFlow 2.10
+* Vela 3.8.0 to current supports TensorFlow 2.11
+* Vela 3.6.0 to 3.7.0 supports TensorFlow 2.10
* Vela 3.5.0 supports TensorFlow 2.9
* Vela 3.4.0 supports TensorFlow 2.8
* Vela 3.3.0 supports TensorFlow 2.7
diff --git a/ethosu/vela/tflite/TensorType.py b/ethosu/vela/tflite/TensorType.py
index 621d0c54..604d4362 100644
--- a/ethosu/vela/tflite/TensorType.py
+++ b/ethosu/vela/tflite/TensorType.py
@@ -20,3 +20,4 @@ class TensorType(object):
VARIANT = 14
UINT32 = 15
UINT16 = 16
+ INT4 = 17
diff --git a/ethosu/vela/tflite/TransposeConvOptions.py b/ethosu/vela/tflite/TransposeConvOptions.py
index a11a79e9..af9159c2 100644
--- a/ethosu/vela/tflite/TransposeConvOptions.py
+++ b/ethosu/vela/tflite/TransposeConvOptions.py
@@ -49,7 +49,14 @@ class TransposeConvOptions(object):
return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
return 0
-def TransposeConvOptionsStart(builder): builder.StartObject(3)
+ # TransposeConvOptions
+ def FusedActivationFunction(self):
+ o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(10))
+ if o != 0:
+ return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
+ return 0
+
+def TransposeConvOptionsStart(builder): builder.StartObject(4)
def Start(builder):
return TransposeConvOptionsStart(builder)
def TransposeConvOptionsAddPadding(builder, padding): builder.PrependInt8Slot(0, padding, 0)
@@ -61,6 +68,9 @@ def AddStrideW(builder, strideW):
def TransposeConvOptionsAddStrideH(builder, strideH): builder.PrependInt32Slot(2, strideH, 0)
def AddStrideH(builder, strideH):
return TransposeConvOptionsAddStrideH(builder, strideH)
+def TransposeConvOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(3, fusedActivationFunction, 0)
+def AddFusedActivationFunction(builder, fusedActivationFunction):
+ return TransposeConvOptionsAddFusedActivationFunction(builder, fusedActivationFunction)
def TransposeConvOptionsEnd(builder): return builder.EndObject()
def End(builder):
return TransposeConvOptionsEnd(builder) \ No newline at end of file
diff --git a/ethosu/vela/tflite_mapping.py b/ethosu/vela/tflite_mapping.py
index 14052ce5..bb45a7f2 100644
--- a/ethosu/vela/tflite_mapping.py
+++ b/ethosu/vela/tflite_mapping.py
@@ -162,6 +162,7 @@ def inverse_map(map):
datatype_map = {
+ TensorType.INT4: DataType.int4,
TensorType.UINT8: DataType.uint8,
TensorType.INT8: DataType.int8,
TensorType.INT16: DataType.int16,
@@ -184,6 +185,7 @@ datatype_map = {
datatype_inv_map = inverse_map(datatype_map)
datatype_inv_map[DataType.quint8] = TensorType.UINT8
+datatype_inv_map[DataType.qint4] = TensorType.INT4
datatype_inv_map[DataType.qint8] = TensorType.INT8
datatype_inv_map[DataType.qint16] = TensorType.INT16
datatype_inv_map[DataType.qint32] = TensorType.INT32