MLBEDSW-6710: Revert Tensorflow 2.9

Tensorflow 2.9 contains a bug for int16x8 without biases.

Revert "MLBEDSW-6635: Update to TensorFlow 2.9"

This reverts commit 93f492bae9c4dd16a1f64b851b237263695ee03e.

Signed-off-by: Johan Alfven <johan.alfven@arm.com>
Change-Id: I366d201ce4134a877d333be2aade546dfcb5d6d7

139 files changed, 3672 insertions, 685 deletions

diff --git a/README.md b/README.md
index 3bd92c8d..9ed36028 100644
--- a/README.md
+++ b/README.md
@@ -29,8 +29,7 @@ The tool has limited functionality for compiling a
 
 ## TensorFlow Support
 
-* Vela 3.5.0 to current supports TensorFlow 2.9
-* Vela 3.4.0 supports TensorFlow 2.8
+* Vela 3.4.0 to current supports TensorFlow 2.8
 * Vela 3.3.0 supports TensorFlow 2.7
 * Vela 3.1.0 to 3.2.0 supports TensorFlow 2.5
 * Vela 2.1.0 to 3.0.0 supports TensorFlow 2.4
diff --git a/ethosu/vela/operation.py b/ethosu/vela/operation.py
index db1c6f18..f3eace7e 100644
--- a/ethosu/vela/operation.py
+++ b/ethosu/vela/operation.py
@@ -241,7 +241,6 @@ class Op(Enum):
     Rank = OperatorInfo()
     ReduceSum = OperatorInfo(block_type=NpuBlockType.ReduceSum, indices=NNG_IFM_INDICES)
     Relu = OperatorInfo(indices=NNG_IFM_INDICES)
-    Relu0To1 = OperatorInfo(indices=NNG_IFM_INDICES)
     Relu6 = OperatorInfo(indices=NNG_IFM_INDICES)
     ReluN1To1 = OperatorInfo(indices=NNG_IFM_INDICES)
     ReluN = OperatorInfo(indices=NNG_IFM_INDICES)  # TOSA specific
@@ -320,7 +319,6 @@ class Op(Enum):
     Multinomial = OperatorInfo()
     Gelu = OperatorInfo()
     DynamicUpdateSlice = OperatorInfo()
-    UnsortedSegmentProd = OperatorInfo()
 
     @property
     def info(self):
diff --git a/ethosu/vela/tflite/AbsOptions.py b/ethosu/vela/tflite/AbsOptions.py
index 0cbfb8c0..4c259ac8 100644
--- a/ethosu/vela/tflite/AbsOptions.py
+++ b/ethosu/vela/tflite/AbsOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class AbsOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsAbsOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = AbsOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsAbsOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def AbsOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # AbsOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def AbsOptionsStart(builder): builder.StartObject(0)
-def AbsOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def AbsOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def AbsOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/AddNOptions.py b/ethosu/vela/tflite/AddNOptions.py
index b5c2ddb7..8d1381f7 100644
--- a/ethosu/vela/tflite/AddNOptions.py
+++ b/ethosu/vela/tflite/AddNOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class AddNOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsAddNOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = AddNOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsAddNOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def AddNOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # AddNOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def AddNOptionsStart(builder): builder.StartObject(0)
-def AddNOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def AddNOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def AddNOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/AddOptions.py b/ethosu/vela/tflite/AddOptions.py
index 154e6d18..dfb12b3e 100644
--- a/ethosu/vela/tflite/AddOptions.py
+++ b/ethosu/vela/tflite/AddOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class AddOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsAddOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = AddOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsAddOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def AddOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # AddOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class AddOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return True
 
-def AddOptionsStart(builder): builder.StartObject(2)
-def AddOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
-def AddOptionsAddPotScaleInt16(builder, potScaleInt16): builder.PrependBoolSlot(1, potScaleInt16, 1)
-def AddOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def AddOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
+def AddOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def AddPotScaleInt16(builder, potScaleInt16): builder.PrependBoolSlot(1, potScaleInt16, 1)
+def AddOptionsAddPotScaleInt16(builder, potScaleInt16):
+    """This method is deprecated. Please switch to AddPotScaleInt16."""
+    return AddPotScaleInt16(builder, potScaleInt16)
+def End(builder): return builder.EndObject()
+def AddOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ArgMaxOptions.py b/ethosu/vela/tflite/ArgMaxOptions.py
index fbf1415e..e2f02667 100644
--- a/ethosu/vela/tflite/ArgMaxOptions.py
+++ b/ethosu/vela/tflite/ArgMaxOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ArgMaxOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsArgMaxOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ArgMaxOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsArgMaxOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ArgMaxOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ArgMaxOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class ArgMaxOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
         return 0
 
-def ArgMaxOptionsStart(builder): builder.StartObject(1)
-def ArgMaxOptionsAddOutputType(builder, outputType): builder.PrependInt8Slot(0, outputType, 0)
-def ArgMaxOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def ArgMaxOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddOutputType(builder, outputType): builder.PrependInt8Slot(0, outputType, 0)
+def ArgMaxOptionsAddOutputType(builder, outputType):
+    """This method is deprecated. Please switch to AddOutputType."""
+    return AddOutputType(builder, outputType)
+def End(builder): return builder.EndObject()
+def ArgMaxOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ArgMinOptions.py b/ethosu/vela/tflite/ArgMinOptions.py
index 120fdca2..ffe6c982 100644
--- a/ethosu/vela/tflite/ArgMinOptions.py
+++ b/ethosu/vela/tflite/ArgMinOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ArgMinOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsArgMinOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ArgMinOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsArgMinOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ArgMinOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ArgMinOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class ArgMinOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
         return 0
 
-def ArgMinOptionsStart(builder): builder.StartObject(1)
-def ArgMinOptionsAddOutputType(builder, outputType): builder.PrependInt8Slot(0, outputType, 0)
-def ArgMinOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def ArgMinOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddOutputType(builder, outputType): builder.PrependInt8Slot(0, outputType, 0)
+def ArgMinOptionsAddOutputType(builder, outputType):
+    """This method is deprecated. Please switch to AddOutputType."""
+    return AddOutputType(builder, outputType)
+def End(builder): return builder.EndObject()
+def ArgMinOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/AssignVariableOptions.py b/ethosu/vela/tflite/AssignVariableOptions.py
index f214bcb6..813ff5e6 100644
--- a/ethosu/vela/tflite/AssignVariableOptions.py
+++ b/ethosu/vela/tflite/AssignVariableOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class AssignVariableOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsAssignVariableOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = AssignVariableOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsAssignVariableOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def AssignVariableOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # AssignVariableOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def AssignVariableOptionsStart(builder): builder.StartObject(0)
-def AssignVariableOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def AssignVariableOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def AssignVariableOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/BatchMatMulOptions.py b/ethosu/vela/tflite/BatchMatMulOptions.py
index c0f755bd..a093ee5e 100644
--- a/ethosu/vela/tflite/BatchMatMulOptions.py
+++ b/ethosu/vela/tflite/BatchMatMulOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class BatchMatMulOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsBatchMatMulOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = BatchMatMulOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsBatchMatMulOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def BatchMatMulOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # BatchMatMulOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -39,8 +49,23 @@ class BatchMatMulOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def BatchMatMulOptionsStart(builder): builder.StartObject(3)
-def BatchMatMulOptionsAddAdjX(builder, adjX): builder.PrependBoolSlot(0, adjX, 0)
-def BatchMatMulOptionsAddAdjY(builder, adjY): builder.PrependBoolSlot(1, adjY, 0)
-def BatchMatMulOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(2, asymmetricQuantizeInputs, 0)
-def BatchMatMulOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(3)
+def BatchMatMulOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddAdjX(builder, adjX): builder.PrependBoolSlot(0, adjX, 0)
+def BatchMatMulOptionsAddAdjX(builder, adjX):
+    """This method is deprecated. Please switch to AddAdjX."""
+    return AddAdjX(builder, adjX)
+def AddAdjY(builder, adjY): builder.PrependBoolSlot(1, adjY, 0)
+def BatchMatMulOptionsAddAdjY(builder, adjY):
+    """This method is deprecated. Please switch to AddAdjY."""
+    return AddAdjY(builder, adjY)
+def AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(2, asymmetricQuantizeInputs, 0)
+def BatchMatMulOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs):
+    """This method is deprecated. Please switch to AddAsymmetricQuantizeInputs."""
+    return AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs)
+def End(builder): return builder.EndObject()
+def BatchMatMulOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/BatchToSpaceNDOptions.py b/ethosu/vela/tflite/BatchToSpaceNDOptions.py
index 3ddcfd3f..c6df0350 100644
--- a/ethosu/vela/tflite/BatchToSpaceNDOptions.py
+++ b/ethosu/vela/tflite/BatchToSpaceNDOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class BatchToSpaceNDOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsBatchToSpaceNDOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = BatchToSpaceNDOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsBatchToSpaceNDOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def BatchToSpaceNDOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # BatchToSpaceNDOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def BatchToSpaceNDOptionsStart(builder): builder.StartObject(0)
-def BatchToSpaceNDOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def BatchToSpaceNDOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def BatchToSpaceNDOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/BidirectionalSequenceLSTMOptions.py b/ethosu/vela/tflite/BidirectionalSequenceLSTMOptions.py
index 0a0a83b7..f24b311e 100644
--- a/ethosu/vela/tflite/BidirectionalSequenceLSTMOptions.py
+++ b/ethosu/vela/tflite/BidirectionalSequenceLSTMOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class BidirectionalSequenceLSTMOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsBidirectionalSequenceLSTMOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = BidirectionalSequenceLSTMOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsBidirectionalSequenceLSTMOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def BidirectionalSequenceLSTMOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # BidirectionalSequenceLSTMOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -60,11 +70,35 @@ class BidirectionalSequenceLSTMOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def BidirectionalSequenceLSTMOptionsStart(builder): builder.StartObject(6)
-def BidirectionalSequenceLSTMOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
-def BidirectionalSequenceLSTMOptionsAddCellClip(builder, cellClip): builder.PrependFloat32Slot(1, cellClip, 0.0)
-def BidirectionalSequenceLSTMOptionsAddProjClip(builder, projClip): builder.PrependFloat32Slot(2, projClip, 0.0)
-def BidirectionalSequenceLSTMOptionsAddMergeOutputs(builder, mergeOutputs): builder.PrependBoolSlot(3, mergeOutputs, 0)
-def BidirectionalSequenceLSTMOptionsAddTimeMajor(builder, timeMajor): builder.PrependBoolSlot(4, timeMajor, 1)
-def BidirectionalSequenceLSTMOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(5, asymmetricQuantizeInputs, 0)
-def BidirectionalSequenceLSTMOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(6)
+def BidirectionalSequenceLSTMOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
+def BidirectionalSequenceLSTMOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def AddCellClip(builder, cellClip): builder.PrependFloat32Slot(1, cellClip, 0.0)
+def BidirectionalSequenceLSTMOptionsAddCellClip(builder, cellClip):
+    """This method is deprecated. Please switch to AddCellClip."""
+    return AddCellClip(builder, cellClip)
+def AddProjClip(builder, projClip): builder.PrependFloat32Slot(2, projClip, 0.0)
+def BidirectionalSequenceLSTMOptionsAddProjClip(builder, projClip):
+    """This method is deprecated. Please switch to AddProjClip."""
+    return AddProjClip(builder, projClip)
+def AddMergeOutputs(builder, mergeOutputs): builder.PrependBoolSlot(3, mergeOutputs, 0)
+def BidirectionalSequenceLSTMOptionsAddMergeOutputs(builder, mergeOutputs):
+    """This method is deprecated. Please switch to AddMergeOutputs."""
+    return AddMergeOutputs(builder, mergeOutputs)
+def AddTimeMajor(builder, timeMajor): builder.PrependBoolSlot(4, timeMajor, 1)
+def BidirectionalSequenceLSTMOptionsAddTimeMajor(builder, timeMajor):
+    """This method is deprecated. Please switch to AddTimeMajor."""
+    return AddTimeMajor(builder, timeMajor)
+def AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(5, asymmetricQuantizeInputs, 0)
+def BidirectionalSequenceLSTMOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs):
+    """This method is deprecated. Please switch to AddAsymmetricQuantizeInputs."""
+    return AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs)
+def End(builder): return builder.EndObject()
+def BidirectionalSequenceLSTMOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/BidirectionalSequenceRNNOptions.py b/ethosu/vela/tflite/BidirectionalSequenceRNNOptions.py
index e1f66ce2..9e15c4b9 100644
--- a/ethosu/vela/tflite/BidirectionalSequenceRNNOptions.py
+++ b/ethosu/vela/tflite/BidirectionalSequenceRNNOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class BidirectionalSequenceRNNOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsBidirectionalSequenceRNNOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = BidirectionalSequenceRNNOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsBidirectionalSequenceRNNOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def BidirectionalSequenceRNNOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # BidirectionalSequenceRNNOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -46,9 +56,27 @@ class BidirectionalSequenceRNNOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def BidirectionalSequenceRNNOptionsStart(builder): builder.StartObject(4)
-def BidirectionalSequenceRNNOptionsAddTimeMajor(builder, timeMajor): builder.PrependBoolSlot(0, timeMajor, 0)
-def BidirectionalSequenceRNNOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(1, fusedActivationFunction, 0)
-def BidirectionalSequenceRNNOptionsAddMergeOutputs(builder, mergeOutputs): builder.PrependBoolSlot(2, mergeOutputs, 0)
-def BidirectionalSequenceRNNOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(3, asymmetricQuantizeInputs, 0)
-def BidirectionalSequenceRNNOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(4)
+def BidirectionalSequenceRNNOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddTimeMajor(builder, timeMajor): builder.PrependBoolSlot(0, timeMajor, 0)
+def BidirectionalSequenceRNNOptionsAddTimeMajor(builder, timeMajor):
+    """This method is deprecated. Please switch to AddTimeMajor."""
+    return AddTimeMajor(builder, timeMajor)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(1, fusedActivationFunction, 0)
+def BidirectionalSequenceRNNOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def AddMergeOutputs(builder, mergeOutputs): builder.PrependBoolSlot(2, mergeOutputs, 0)
+def BidirectionalSequenceRNNOptionsAddMergeOutputs(builder, mergeOutputs):
+    """This method is deprecated. Please switch to AddMergeOutputs."""
+    return AddMergeOutputs(builder, mergeOutputs)
+def AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(3, asymmetricQuantizeInputs, 0)
+def BidirectionalSequenceRNNOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs):
+    """This method is deprecated. Please switch to AddAsymmetricQuantizeInputs."""
+    return AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs)
+def End(builder): return builder.EndObject()
+def BidirectionalSequenceRNNOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/BroadcastToOptions.py b/ethosu/vela/tflite/BroadcastToOptions.py
index 3b3dce85..55afcfac 100644
--- a/ethosu/vela/tflite/BroadcastToOptions.py
+++ b/ethosu/vela/tflite/BroadcastToOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class BroadcastToOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsBroadcastToOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = BroadcastToOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsBroadcastToOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def BroadcastToOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # BroadcastToOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def BroadcastToOptionsStart(builder): builder.StartObject(0)
-def BroadcastToOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def BroadcastToOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def BroadcastToOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/BucketizeOptions.py b/ethosu/vela/tflite/BucketizeOptions.py
index d4a87015..e54d8294 100644
--- a/ethosu/vela/tflite/BucketizeOptions.py
+++ b/ethosu/vela/tflite/BucketizeOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class BucketizeOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsBucketizeOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = BucketizeOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsBucketizeOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def BucketizeOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # BucketizeOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -40,7 +50,24 @@ class BucketizeOptions(object):
             return self._tab.VectorLen(o)
         return 0
 
-def BucketizeOptionsStart(builder): builder.StartObject(1)
-def BucketizeOptionsAddBoundaries(builder, boundaries): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(boundaries), 0)
-def BucketizeOptionsStartBoundariesVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def BucketizeOptionsEnd(builder): return builder.EndObject()
+    # BucketizeOptions
+    def BoundariesIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
+        return o == 0
+
+def Start(builder): builder.StartObject(1)
+def BucketizeOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddBoundaries(builder, boundaries): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(boundaries), 0)
+def BucketizeOptionsAddBoundaries(builder, boundaries):
+    """This method is deprecated. Please switch to AddBoundaries."""
+    return AddBoundaries(builder, boundaries)
+def StartBoundariesVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def BucketizeOptionsStartBoundariesVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartBoundariesVector(builder, numElems)
+def End(builder): return builder.EndObject()
+def BucketizeOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/Buffer.py b/ethosu/vela/tflite/Buffer.py
index 754dee3b..ea2abede 100644
--- a/ethosu/vela/tflite/Buffer.py
+++ b/ethosu/vela/tflite/Buffer.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class Buffer(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsBuffer(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = Buffer()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsBuffer(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def BufferBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # Buffer
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -40,7 +50,24 @@ class Buffer(object):
             return self._tab.VectorLen(o)
         return 0
 
-def BufferStart(builder): builder.StartObject(1)
-def BufferAddData(builder, data): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(data), 0)
-def BufferStartDataVector(builder, numElems): return builder.StartVector(1, numElems, 1)
-def BufferEnd(builder): return builder.EndObject()
+    # Buffer
+    def DataIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
+        return o == 0
+
+def Start(builder): builder.StartObject(1)
+def BufferStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddData(builder, data): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(data), 0)
+def BufferAddData(builder, data):
+    """This method is deprecated. Please switch to AddData."""
+    return AddData(builder, data)
+def StartDataVector(builder, numElems): return builder.StartVector(1, numElems, 1)
+def BufferStartDataVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartDataVector(builder, numElems)
+def End(builder): return builder.EndObject()
+def BufferEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/BuiltinOperator.py b/ethosu/vela/tflite/BuiltinOperator.py
index 4004a3b0..5ddcf202 100644
--- a/ethosu/vela/tflite/BuiltinOperator.py
+++ b/ethosu/vela/tflite/BuiltinOperator.py
@@ -155,6 +155,4 @@ class BuiltinOperator(object):
     MULTINOMIAL = 149
     GELU = 150
     DYNAMIC_UPDATE_SLICE = 151
-    RELU_0_TO_1 = 152
-    UNSORTED_SEGMENT_PROD = 153
 
diff --git a/ethosu/vela/tflite/BuiltinOptions.py b/ethosu/vela/tflite/BuiltinOptions.py
index 2ab36db6..4358605c 100644
--- a/ethosu/vela/tflite/BuiltinOptions.py
+++ b/ethosu/vela/tflite/BuiltinOptions.py
@@ -121,5 +121,4 @@ class BuiltinOptions(object):
     BucketizeOptions = 115
     GeluOptions = 116
     DynamicUpdateSliceOptions = 117
-    UnsortedSegmentProdOptions = 118
 
diff --git a/ethosu/vela/tflite/CallOnceOptions.py b/ethosu/vela/tflite/CallOnceOptions.py
index 6a687913..f43715fa 100644
--- a/ethosu/vela/tflite/CallOnceOptions.py
+++ b/ethosu/vela/tflite/CallOnceOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class CallOnceOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsCallOnceOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = CallOnceOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsCallOnceOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def CallOnceOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # CallOnceOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class CallOnceOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def CallOnceOptionsStart(builder): builder.StartObject(1)
-def CallOnceOptionsAddInitSubgraphIndex(builder, initSubgraphIndex): builder.PrependInt32Slot(0, initSubgraphIndex, 0)
-def CallOnceOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def CallOnceOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddInitSubgraphIndex(builder, initSubgraphIndex): builder.PrependInt32Slot(0, initSubgraphIndex, 0)
+def CallOnceOptionsAddInitSubgraphIndex(builder, initSubgraphIndex):
+    """This method is deprecated. Please switch to AddInitSubgraphIndex."""
+    return AddInitSubgraphIndex(builder, initSubgraphIndex)
+def End(builder): return builder.EndObject()
+def CallOnceOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/CallOptions.py b/ethosu/vela/tflite/CallOptions.py
index 5ae2eeae..c3b2eec4 100644
--- a/ethosu/vela/tflite/CallOptions.py
+++ b/ethosu/vela/tflite/CallOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class CallOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsCallOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = CallOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsCallOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def CallOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # CallOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class CallOptions(object):
             return self._tab.Get(flatbuffers.number_types.Uint32Flags, o + self._tab.Pos)
         return 0
 
-def CallOptionsStart(builder): builder.StartObject(1)
-def CallOptionsAddSubgraph(builder, subgraph): builder.PrependUint32Slot(0, subgraph, 0)
-def CallOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def CallOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddSubgraph(builder, subgraph): builder.PrependUint32Slot(0, subgraph, 0)
+def CallOptionsAddSubgraph(builder, subgraph):
+    """This method is deprecated. Please switch to AddSubgraph."""
+    return AddSubgraph(builder, subgraph)
+def End(builder): return builder.EndObject()
+def CallOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/CastOptions.py b/ethosu/vela/tflite/CastOptions.py
index 70ae2e37..9060b51f 100644
--- a/ethosu/vela/tflite/CastOptions.py
+++ b/ethosu/vela/tflite/CastOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class CastOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsCastOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = CastOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsCastOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def CastOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # CastOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class CastOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
         return 0
 
-def CastOptionsStart(builder): builder.StartObject(2)
-def CastOptionsAddInDataType(builder, inDataType): builder.PrependInt8Slot(0, inDataType, 0)
-def CastOptionsAddOutDataType(builder, outDataType): builder.PrependInt8Slot(1, outDataType, 0)
-def CastOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def CastOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddInDataType(builder, inDataType): builder.PrependInt8Slot(0, inDataType, 0)
+def CastOptionsAddInDataType(builder, inDataType):
+    """This method is deprecated. Please switch to AddInDataType."""
+    return AddInDataType(builder, inDataType)
+def AddOutDataType(builder, outDataType): builder.PrependInt8Slot(1, outDataType, 0)
+def CastOptionsAddOutDataType(builder, outDataType):
+    """This method is deprecated. Please switch to AddOutDataType."""
+    return AddOutDataType(builder, outDataType)
+def End(builder): return builder.EndObject()
+def CastOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ConcatEmbeddingsOptions.py b/ethosu/vela/tflite/ConcatEmbeddingsOptions.py
index 9d26c510..250f7544 100644
--- a/ethosu/vela/tflite/ConcatEmbeddingsOptions.py
+++ b/ethosu/vela/tflite/ConcatEmbeddingsOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ConcatEmbeddingsOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsConcatEmbeddingsOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ConcatEmbeddingsOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsConcatEmbeddingsOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ConcatEmbeddingsOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ConcatEmbeddingsOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -48,6 +58,11 @@ class ConcatEmbeddingsOptions(object):
         return 0
 
     # ConcatEmbeddingsOptions
+    def NumColumnsPerChannelIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(6))
+        return o == 0
+
+    # ConcatEmbeddingsOptions
     def EmbeddingDimPerChannel(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(8))
         if o != 0:
@@ -69,10 +84,36 @@ class ConcatEmbeddingsOptions(object):
             return self._tab.VectorLen(o)
         return 0
 
-def ConcatEmbeddingsOptionsStart(builder): builder.StartObject(3)
-def ConcatEmbeddingsOptionsAddNumChannels(builder, numChannels): builder.PrependInt32Slot(0, numChannels, 0)
-def ConcatEmbeddingsOptionsAddNumColumnsPerChannel(builder, numColumnsPerChannel): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(numColumnsPerChannel), 0)
-def ConcatEmbeddingsOptionsStartNumColumnsPerChannelVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def ConcatEmbeddingsOptionsAddEmbeddingDimPerChannel(builder, embeddingDimPerChannel): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(embeddingDimPerChannel), 0)
-def ConcatEmbeddingsOptionsStartEmbeddingDimPerChannelVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def ConcatEmbeddingsOptionsEnd(builder): return builder.EndObject()
+    # ConcatEmbeddingsOptions
+    def EmbeddingDimPerChannelIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(8))
+        return o == 0
+
+def Start(builder): builder.StartObject(3)
+def ConcatEmbeddingsOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddNumChannels(builder, numChannels): builder.PrependInt32Slot(0, numChannels, 0)
+def ConcatEmbeddingsOptionsAddNumChannels(builder, numChannels):
+    """This method is deprecated. Please switch to AddNumChannels."""
+    return AddNumChannels(builder, numChannels)
+def AddNumColumnsPerChannel(builder, numColumnsPerChannel): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(numColumnsPerChannel), 0)
+def ConcatEmbeddingsOptionsAddNumColumnsPerChannel(builder, numColumnsPerChannel):
+    """This method is deprecated. Please switch to AddNumColumnsPerChannel."""
+    return AddNumColumnsPerChannel(builder, numColumnsPerChannel)
+def StartNumColumnsPerChannelVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def ConcatEmbeddingsOptionsStartNumColumnsPerChannelVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartNumColumnsPerChannelVector(builder, numElems)
+def AddEmbeddingDimPerChannel(builder, embeddingDimPerChannel): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(embeddingDimPerChannel), 0)
+def ConcatEmbeddingsOptionsAddEmbeddingDimPerChannel(builder, embeddingDimPerChannel):
+    """This method is deprecated. Please switch to AddEmbeddingDimPerChannel."""
+    return AddEmbeddingDimPerChannel(builder, embeddingDimPerChannel)
+def StartEmbeddingDimPerChannelVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def ConcatEmbeddingsOptionsStartEmbeddingDimPerChannelVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartEmbeddingDimPerChannelVector(builder, numElems)
+def End(builder): return builder.EndObject()
+def ConcatEmbeddingsOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ConcatenationOptions.py b/ethosu/vela/tflite/ConcatenationOptions.py
index c8e0b6ab..19f76800 100644
--- a/ethosu/vela/tflite/ConcatenationOptions.py
+++ b/ethosu/vela/tflite/ConcatenationOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ConcatenationOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsConcatenationOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ConcatenationOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsConcatenationOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ConcatenationOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ConcatenationOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class ConcatenationOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
         return 0
 
-def ConcatenationOptionsStart(builder): builder.StartObject(2)
-def ConcatenationOptionsAddAxis(builder, axis): builder.PrependInt32Slot(0, axis, 0)
-def ConcatenationOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(1, fusedActivationFunction, 0)
-def ConcatenationOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def ConcatenationOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddAxis(builder, axis): builder.PrependInt32Slot(0, axis, 0)
+def ConcatenationOptionsAddAxis(builder, axis):
+    """This method is deprecated. Please switch to AddAxis."""
+    return AddAxis(builder, axis)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(1, fusedActivationFunction, 0)
+def ConcatenationOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def End(builder): return builder.EndObject()
+def ConcatenationOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/Conv2DOptions.py b/ethosu/vela/tflite/Conv2DOptions.py
index ef49f751..33a8569d 100644
--- a/ethosu/vela/tflite/Conv2DOptions.py
+++ b/ethosu/vela/tflite/Conv2DOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class Conv2DOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsConv2DOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = Conv2DOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsConv2DOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def Conv2DOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # Conv2DOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -60,11 +70,35 @@ class Conv2DOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 1
 
-def Conv2DOptionsStart(builder): builder.StartObject(6)
-def Conv2DOptionsAddPadding(builder, padding): builder.PrependInt8Slot(0, padding, 0)
-def Conv2DOptionsAddStrideW(builder, strideW): builder.PrependInt32Slot(1, strideW, 0)
-def Conv2DOptionsAddStrideH(builder, strideH): builder.PrependInt32Slot(2, strideH, 0)
-def Conv2DOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(3, fusedActivationFunction, 0)
-def Conv2DOptionsAddDilationWFactor(builder, dilationWFactor): builder.PrependInt32Slot(4, dilationWFactor, 1)
-def Conv2DOptionsAddDilationHFactor(builder, dilationHFactor): builder.PrependInt32Slot(5, dilationHFactor, 1)
-def Conv2DOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(6)
+def Conv2DOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddPadding(builder, padding): builder.PrependInt8Slot(0, padding, 0)
+def Conv2DOptionsAddPadding(builder, padding):
+    """This method is deprecated. Please switch to AddPadding."""
+    return AddPadding(builder, padding)
+def AddStrideW(builder, strideW): builder.PrependInt32Slot(1, strideW, 0)
+def Conv2DOptionsAddStrideW(builder, strideW):
+    """This method is deprecated. Please switch to AddStrideW."""
+    return AddStrideW(builder, strideW)
+def AddStrideH(builder, strideH): builder.PrependInt32Slot(2, strideH, 0)
+def Conv2DOptionsAddStrideH(builder, strideH):
+    """This method is deprecated. Please switch to AddStrideH."""
+    return AddStrideH(builder, strideH)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(3, fusedActivationFunction, 0)
+def Conv2DOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def AddDilationWFactor(builder, dilationWFactor): builder.PrependInt32Slot(4, dilationWFactor, 1)
+def Conv2DOptionsAddDilationWFactor(builder, dilationWFactor):
+    """This method is deprecated. Please switch to AddDilationWFactor."""
+    return AddDilationWFactor(builder, dilationWFactor)
+def AddDilationHFactor(builder, dilationHFactor): builder.PrependInt32Slot(5, dilationHFactor, 1)
+def Conv2DOptionsAddDilationHFactor(builder, dilationHFactor):
+    """This method is deprecated. Please switch to AddDilationHFactor."""
+    return AddDilationHFactor(builder, dilationHFactor)
+def End(builder): return builder.EndObject()
+def Conv2DOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/Conv3DOptions.py b/ethosu/vela/tflite/Conv3DOptions.py
index e8f4ab2d..849df22e 100644
--- a/ethosu/vela/tflite/Conv3DOptions.py
+++ b/ethosu/vela/tflite/Conv3DOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class Conv3DOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsConv3DOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = Conv3DOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsConv3DOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def Conv3DOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # Conv3DOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -74,13 +84,43 @@ class Conv3DOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 1
 
-def Conv3DOptionsStart(builder): builder.StartObject(8)
-def Conv3DOptionsAddPadding(builder, padding): builder.PrependInt8Slot(0, padding, 0)
-def Conv3DOptionsAddStrideD(builder, strideD): builder.PrependInt32Slot(1, strideD, 0)
-def Conv3DOptionsAddStrideW(builder, strideW): builder.PrependInt32Slot(2, strideW, 0)
-def Conv3DOptionsAddStrideH(builder, strideH): builder.PrependInt32Slot(3, strideH, 0)
-def Conv3DOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(4, fusedActivationFunction, 0)
-def Conv3DOptionsAddDilationDFactor(builder, dilationDFactor): builder.PrependInt32Slot(5, dilationDFactor, 1)
-def Conv3DOptionsAddDilationWFactor(builder, dilationWFactor): builder.PrependInt32Slot(6, dilationWFactor, 1)
-def Conv3DOptionsAddDilationHFactor(builder, dilationHFactor): builder.PrependInt32Slot(7, dilationHFactor, 1)
-def Conv3DOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(8)
+def Conv3DOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddPadding(builder, padding): builder.PrependInt8Slot(0, padding, 0)
+def Conv3DOptionsAddPadding(builder, padding):
+    """This method is deprecated. Please switch to AddPadding."""
+    return AddPadding(builder, padding)
+def AddStrideD(builder, strideD): builder.PrependInt32Slot(1, strideD, 0)
+def Conv3DOptionsAddStrideD(builder, strideD):
+    """This method is deprecated. Please switch to AddStrideD."""
+    return AddStrideD(builder, strideD)
+def AddStrideW(builder, strideW): builder.PrependInt32Slot(2, strideW, 0)
+def Conv3DOptionsAddStrideW(builder, strideW):
+    """This method is deprecated. Please switch to AddStrideW."""
+    return AddStrideW(builder, strideW)
+def AddStrideH(builder, strideH): builder.PrependInt32Slot(3, strideH, 0)
+def Conv3DOptionsAddStrideH(builder, strideH):
+    """This method is deprecated. Please switch to AddStrideH."""
+    return AddStrideH(builder, strideH)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(4, fusedActivationFunction, 0)
+def Conv3DOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def AddDilationDFactor(builder, dilationDFactor): builder.PrependInt32Slot(5, dilationDFactor, 1)
+def Conv3DOptionsAddDilationDFactor(builder, dilationDFactor):
+    """This method is deprecated. Please switch to AddDilationDFactor."""
+    return AddDilationDFactor(builder, dilationDFactor)
+def AddDilationWFactor(builder, dilationWFactor): builder.PrependInt32Slot(6, dilationWFactor, 1)
+def Conv3DOptionsAddDilationWFactor(builder, dilationWFactor):
+    """This method is deprecated. Please switch to AddDilationWFactor."""
+    return AddDilationWFactor(builder, dilationWFactor)
+def AddDilationHFactor(builder, dilationHFactor): builder.PrependInt32Slot(7, dilationHFactor, 1)
+def Conv3DOptionsAddDilationHFactor(builder, dilationHFactor):
+    """This method is deprecated. Please switch to AddDilationHFactor."""
+    return AddDilationHFactor(builder, dilationHFactor)
+def End(builder): return builder.EndObject()
+def Conv3DOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/CosOptions.py b/ethosu/vela/tflite/CosOptions.py
index 7fbf8487..6f03822a 100644
--- a/ethosu/vela/tflite/CosOptions.py
+++ b/ethosu/vela/tflite/CosOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class CosOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsCosOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = CosOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsCosOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def CosOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # CosOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def CosOptionsStart(builder): builder.StartObject(0)
-def CosOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def CosOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def CosOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/CumsumOptions.py b/ethosu/vela/tflite/CumsumOptions.py
index 33e086ef..66410f16 100644
--- a/ethosu/vela/tflite/CumsumOptions.py
+++ b/ethosu/vela/tflite/CumsumOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class CumsumOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsCumsumOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = CumsumOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsCumsumOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def CumsumOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # CumsumOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class CumsumOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def CumsumOptionsStart(builder): builder.StartObject(2)
-def CumsumOptionsAddExclusive(builder, exclusive): builder.PrependBoolSlot(0, exclusive, 0)
-def CumsumOptionsAddReverse(builder, reverse): builder.PrependBoolSlot(1, reverse, 0)
-def CumsumOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def CumsumOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddExclusive(builder, exclusive): builder.PrependBoolSlot(0, exclusive, 0)
+def CumsumOptionsAddExclusive(builder, exclusive):
+    """This method is deprecated. Please switch to AddExclusive."""
+    return AddExclusive(builder, exclusive)
+def AddReverse(builder, reverse): builder.PrependBoolSlot(1, reverse, 0)
+def CumsumOptionsAddReverse(builder, reverse):
+    """This method is deprecated. Please switch to AddReverse."""
+    return AddReverse(builder, reverse)
+def End(builder): return builder.EndObject()
+def CumsumOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/CustomQuantization.py b/ethosu/vela/tflite/CustomQuantization.py
index 21ec0da4..c04c280e 100644
--- a/ethosu/vela/tflite/CustomQuantization.py
+++ b/ethosu/vela/tflite/CustomQuantization.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class CustomQuantization(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsCustomQuantization(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = CustomQuantization()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsCustomQuantization(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def CustomQuantizationBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # CustomQuantization
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -40,7 +50,24 @@ class CustomQuantization(object):
             return self._tab.VectorLen(o)
         return 0
 
-def CustomQuantizationStart(builder): builder.StartObject(1)
-def CustomQuantizationAddCustom(builder, custom): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(custom), 0)
-def CustomQuantizationStartCustomVector(builder, numElems): return builder.StartVector(1, numElems, 1)
-def CustomQuantizationEnd(builder): return builder.EndObject()
+    # CustomQuantization
+    def CustomIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
+        return o == 0
+
+def Start(builder): builder.StartObject(1)
+def CustomQuantizationStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddCustom(builder, custom): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(custom), 0)
+def CustomQuantizationAddCustom(builder, custom):
+    """This method is deprecated. Please switch to AddCustom."""
+    return AddCustom(builder, custom)
+def StartCustomVector(builder, numElems): return builder.StartVector(1, numElems, 1)
+def CustomQuantizationStartCustomVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartCustomVector(builder, numElems)
+def End(builder): return builder.EndObject()
+def CustomQuantizationEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/DensifyOptions.py b/ethosu/vela/tflite/DensifyOptions.py
index 12cbfb29..aa8ff7f3 100644
--- a/ethosu/vela/tflite/DensifyOptions.py
+++ b/ethosu/vela/tflite/DensifyOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class DensifyOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsDensifyOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = DensifyOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsDensifyOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def DensifyOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # DensifyOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def DensifyOptionsStart(builder): builder.StartObject(0)
-def DensifyOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def DensifyOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def DensifyOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/DepthToSpaceOptions.py b/ethosu/vela/tflite/DepthToSpaceOptions.py
index 97b93aa7..46a46e8c 100644
--- a/ethosu/vela/tflite/DepthToSpaceOptions.py
+++ b/ethosu/vela/tflite/DepthToSpaceOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class DepthToSpaceOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsDepthToSpaceOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = DepthToSpaceOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsDepthToSpaceOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def DepthToSpaceOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # DepthToSpaceOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class DepthToSpaceOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def DepthToSpaceOptionsStart(builder): builder.StartObject(1)
-def DepthToSpaceOptionsAddBlockSize(builder, blockSize): builder.PrependInt32Slot(0, blockSize, 0)
-def DepthToSpaceOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def DepthToSpaceOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddBlockSize(builder, blockSize): builder.PrependInt32Slot(0, blockSize, 0)
+def DepthToSpaceOptionsAddBlockSize(builder, blockSize):
+    """This method is deprecated. Please switch to AddBlockSize."""
+    return AddBlockSize(builder, blockSize)
+def End(builder): return builder.EndObject()
+def DepthToSpaceOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/DepthwiseConv2DOptions.py b/ethosu/vela/tflite/DepthwiseConv2DOptions.py
index 9689383b..9a07d1a8 100644
--- a/ethosu/vela/tflite/DepthwiseConv2DOptions.py
+++ b/ethosu/vela/tflite/DepthwiseConv2DOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class DepthwiseConv2DOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsDepthwiseConv2DOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = DepthwiseConv2DOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsDepthwiseConv2DOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def DepthwiseConv2DOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # DepthwiseConv2DOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -67,12 +77,39 @@ class DepthwiseConv2DOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 1
 
-def DepthwiseConv2DOptionsStart(builder): builder.StartObject(7)
-def DepthwiseConv2DOptionsAddPadding(builder, padding): builder.PrependInt8Slot(0, padding, 0)
-def DepthwiseConv2DOptionsAddStrideW(builder, strideW): builder.PrependInt32Slot(1, strideW, 0)
-def DepthwiseConv2DOptionsAddStrideH(builder, strideH): builder.PrependInt32Slot(2, strideH, 0)
-def DepthwiseConv2DOptionsAddDepthMultiplier(builder, depthMultiplier): builder.PrependInt32Slot(3, depthMultiplier, 0)
-def DepthwiseConv2DOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(4, fusedActivationFunction, 0)
-def DepthwiseConv2DOptionsAddDilationWFactor(builder, dilationWFactor): builder.PrependInt32Slot(5, dilationWFactor, 1)
-def DepthwiseConv2DOptionsAddDilationHFactor(builder, dilationHFactor): builder.PrependInt32Slot(6, dilationHFactor, 1)
-def DepthwiseConv2DOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(7)
+def DepthwiseConv2DOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddPadding(builder, padding): builder.PrependInt8Slot(0, padding, 0)
+def DepthwiseConv2DOptionsAddPadding(builder, padding):
+    """This method is deprecated. Please switch to AddPadding."""
+    return AddPadding(builder, padding)
+def AddStrideW(builder, strideW): builder.PrependInt32Slot(1, strideW, 0)
+def DepthwiseConv2DOptionsAddStrideW(builder, strideW):
+    """This method is deprecated. Please switch to AddStrideW."""
+    return AddStrideW(builder, strideW)
+def AddStrideH(builder, strideH): builder.PrependInt32Slot(2, strideH, 0)
+def DepthwiseConv2DOptionsAddStrideH(builder, strideH):
+    """This method is deprecated. Please switch to AddStrideH."""
+    return AddStrideH(builder, strideH)
+def AddDepthMultiplier(builder, depthMultiplier): builder.PrependInt32Slot(3, depthMultiplier, 0)
+def DepthwiseConv2DOptionsAddDepthMultiplier(builder, depthMultiplier):
+    """This method is deprecated. Please switch to AddDepthMultiplier."""
+    return AddDepthMultiplier(builder, depthMultiplier)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(4, fusedActivationFunction, 0)
+def DepthwiseConv2DOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def AddDilationWFactor(builder, dilationWFactor): builder.PrependInt32Slot(5, dilationWFactor, 1)
+def DepthwiseConv2DOptionsAddDilationWFactor(builder, dilationWFactor):
+    """This method is deprecated. Please switch to AddDilationWFactor."""
+    return AddDilationWFactor(builder, dilationWFactor)
+def AddDilationHFactor(builder, dilationHFactor): builder.PrependInt32Slot(6, dilationHFactor, 1)
+def DepthwiseConv2DOptionsAddDilationHFactor(builder, dilationHFactor):
+    """This method is deprecated. Please switch to AddDilationHFactor."""
+    return AddDilationHFactor(builder, dilationHFactor)
+def End(builder): return builder.EndObject()
+def DepthwiseConv2DOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/DequantizeOptions.py b/ethosu/vela/tflite/DequantizeOptions.py
index 5ef8b8dd..1eb6842a 100644
--- a/ethosu/vela/tflite/DequantizeOptions.py
+++ b/ethosu/vela/tflite/DequantizeOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class DequantizeOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsDequantizeOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = DequantizeOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsDequantizeOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def DequantizeOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # DequantizeOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def DequantizeOptionsStart(builder): builder.StartObject(0)
-def DequantizeOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def DequantizeOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def DequantizeOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/DimensionMetadata.py b/ethosu/vela/tflite/DimensionMetadata.py
index c9fe7cd6..86a3cc6b 100644
--- a/ethosu/vela/tflite/DimensionMetadata.py
+++ b/ethosu/vela/tflite/DimensionMetadata.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class DimensionMetadata(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsDimensionMetadata(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = DimensionMetadata()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsDimensionMetadata(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def DimensionMetadataBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # DimensionMetadata
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -66,11 +76,35 @@ class DimensionMetadata(object):
             return obj
         return None
 
-def DimensionMetadataStart(builder): builder.StartObject(6)
-def DimensionMetadataAddFormat(builder, format): builder.PrependInt8Slot(0, format, 0)
-def DimensionMetadataAddDenseSize(builder, denseSize): builder.PrependInt32Slot(1, denseSize, 0)
-def DimensionMetadataAddArraySegmentsType(builder, arraySegmentsType): builder.PrependUint8Slot(2, arraySegmentsType, 0)
-def DimensionMetadataAddArraySegments(builder, arraySegments): builder.PrependUOffsetTRelativeSlot(3, flatbuffers.number_types.UOffsetTFlags.py_type(arraySegments), 0)
-def DimensionMetadataAddArrayIndicesType(builder, arrayIndicesType): builder.PrependUint8Slot(4, arrayIndicesType, 0)
-def DimensionMetadataAddArrayIndices(builder, arrayIndices): builder.PrependUOffsetTRelativeSlot(5, flatbuffers.number_types.UOffsetTFlags.py_type(arrayIndices), 0)
-def DimensionMetadataEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(6)
+def DimensionMetadataStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddFormat(builder, format): builder.PrependInt8Slot(0, format, 0)
+def DimensionMetadataAddFormat(builder, format):
+    """This method is deprecated. Please switch to AddFormat."""
+    return AddFormat(builder, format)
+def AddDenseSize(builder, denseSize): builder.PrependInt32Slot(1, denseSize, 0)
+def DimensionMetadataAddDenseSize(builder, denseSize):
+    """This method is deprecated. Please switch to AddDenseSize."""
+    return AddDenseSize(builder, denseSize)
+def AddArraySegmentsType(builder, arraySegmentsType): builder.PrependUint8Slot(2, arraySegmentsType, 0)
+def DimensionMetadataAddArraySegmentsType(builder, arraySegmentsType):
+    """This method is deprecated. Please switch to AddArraySegmentsType."""
+    return AddArraySegmentsType(builder, arraySegmentsType)
+def AddArraySegments(builder, arraySegments): builder.PrependUOffsetTRelativeSlot(3, flatbuffers.number_types.UOffsetTFlags.py_type(arraySegments), 0)
+def DimensionMetadataAddArraySegments(builder, arraySegments):
+    """This method is deprecated. Please switch to AddArraySegments."""
+    return AddArraySegments(builder, arraySegments)
+def AddArrayIndicesType(builder, arrayIndicesType): builder.PrependUint8Slot(4, arrayIndicesType, 0)
+def DimensionMetadataAddArrayIndicesType(builder, arrayIndicesType):
+    """This method is deprecated. Please switch to AddArrayIndicesType."""
+    return AddArrayIndicesType(builder, arrayIndicesType)
+def AddArrayIndices(builder, arrayIndices): builder.PrependUOffsetTRelativeSlot(5, flatbuffers.number_types.UOffsetTFlags.py_type(arrayIndices), 0)
+def DimensionMetadataAddArrayIndices(builder, arrayIndices):
+    """This method is deprecated. Please switch to AddArrayIndices."""
+    return AddArrayIndices(builder, arrayIndices)
+def End(builder): return builder.EndObject()
+def DimensionMetadataEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/DivOptions.py b/ethosu/vela/tflite/DivOptions.py
index 905a3be0..d05746ef 100644
--- a/ethosu/vela/tflite/DivOptions.py
+++ b/ethosu/vela/tflite/DivOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class DivOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsDivOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = DivOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsDivOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def DivOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # DivOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class DivOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
         return 0
 
-def DivOptionsStart(builder): builder.StartObject(1)
-def DivOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
-def DivOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def DivOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
+def DivOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def End(builder): return builder.EndObject()
+def DivOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/DynamicUpdateSliceOptions.py b/ethosu/vela/tflite/DynamicUpdateSliceOptions.py
index 80d55398..232b55d8 100644
--- a/ethosu/vela/tflite/DynamicUpdateSliceOptions.py
+++ b/ethosu/vela/tflite/DynamicUpdateSliceOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class DynamicUpdateSliceOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsDynamicUpdateSliceOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = DynamicUpdateSliceOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsDynamicUpdateSliceOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def DynamicUpdateSliceOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # DynamicUpdateSliceOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def DynamicUpdateSliceOptionsStart(builder): builder.StartObject(0)
-def DynamicUpdateSliceOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def DynamicUpdateSliceOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def DynamicUpdateSliceOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/EmbeddingLookupSparseOptions.py b/ethosu/vela/tflite/EmbeddingLookupSparseOptions.py
index 7d9c1442..9ee57a1f 100644
--- a/ethosu/vela/tflite/EmbeddingLookupSparseOptions.py
+++ b/ethosu/vela/tflite/EmbeddingLookupSparseOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class EmbeddingLookupSparseOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsEmbeddingLookupSparseOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = EmbeddingLookupSparseOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsEmbeddingLookupSparseOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def EmbeddingLookupSparseOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # EmbeddingLookupSparseOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class EmbeddingLookupSparseOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
         return 0
 
-def EmbeddingLookupSparseOptionsStart(builder): builder.StartObject(1)
-def EmbeddingLookupSparseOptionsAddCombiner(builder, combiner): builder.PrependInt8Slot(0, combiner, 0)
-def EmbeddingLookupSparseOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def EmbeddingLookupSparseOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddCombiner(builder, combiner): builder.PrependInt8Slot(0, combiner, 0)
+def EmbeddingLookupSparseOptionsAddCombiner(builder, combiner):
+    """This method is deprecated. Please switch to AddCombiner."""
+    return AddCombiner(builder, combiner)
+def End(builder): return builder.EndObject()
+def EmbeddingLookupSparseOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/EqualOptions.py b/ethosu/vela/tflite/EqualOptions.py
index f787ef85..c616d258 100644
--- a/ethosu/vela/tflite/EqualOptions.py
+++ b/ethosu/vela/tflite/EqualOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class EqualOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsEqualOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = EqualOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsEqualOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def EqualOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # EqualOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def EqualOptionsStart(builder): builder.StartObject(0)
-def EqualOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def EqualOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def EqualOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ExpOptions.py b/ethosu/vela/tflite/ExpOptions.py
index eac1456e..ca17de00 100644
--- a/ethosu/vela/tflite/ExpOptions.py
+++ b/ethosu/vela/tflite/ExpOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ExpOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsExpOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ExpOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsExpOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ExpOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ExpOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def ExpOptionsStart(builder): builder.StartObject(0)
-def ExpOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def ExpOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def ExpOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ExpandDimsOptions.py b/ethosu/vela/tflite/ExpandDimsOptions.py
index 69d63665..5e38a0d3 100644
--- a/ethosu/vela/tflite/ExpandDimsOptions.py
+++ b/ethosu/vela/tflite/ExpandDimsOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ExpandDimsOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsExpandDimsOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ExpandDimsOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsExpandDimsOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ExpandDimsOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ExpandDimsOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def ExpandDimsOptionsStart(builder): builder.StartObject(0)
-def ExpandDimsOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def ExpandDimsOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def ExpandDimsOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/FakeQuantOptions.py b/ethosu/vela/tflite/FakeQuantOptions.py
index 46c371c3..43d5a780 100644
--- a/ethosu/vela/tflite/FakeQuantOptions.py
+++ b/ethosu/vela/tflite/FakeQuantOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class FakeQuantOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsFakeQuantOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = FakeQuantOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsFakeQuantOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def FakeQuantOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # FakeQuantOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -46,9 +56,27 @@ class FakeQuantOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def FakeQuantOptionsStart(builder): builder.StartObject(4)
-def FakeQuantOptionsAddMin(builder, min): builder.PrependFloat32Slot(0, min, 0.0)
-def FakeQuantOptionsAddMax(builder, max): builder.PrependFloat32Slot(1, max, 0.0)
-def FakeQuantOptionsAddNumBits(builder, numBits): builder.PrependInt32Slot(2, numBits, 0)
-def FakeQuantOptionsAddNarrowRange(builder, narrowRange): builder.PrependBoolSlot(3, narrowRange, 0)
-def FakeQuantOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(4)
+def FakeQuantOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddMin(builder, min): builder.PrependFloat32Slot(0, min, 0.0)
+def FakeQuantOptionsAddMin(builder, min):
+    """This method is deprecated. Please switch to AddMin."""
+    return AddMin(builder, min)
+def AddMax(builder, max): builder.PrependFloat32Slot(1, max, 0.0)
+def FakeQuantOptionsAddMax(builder, max):
+    """This method is deprecated. Please switch to AddMax."""
+    return AddMax(builder, max)
+def AddNumBits(builder, numBits): builder.PrependInt32Slot(2, numBits, 0)
+def FakeQuantOptionsAddNumBits(builder, numBits):
+    """This method is deprecated. Please switch to AddNumBits."""
+    return AddNumBits(builder, numBits)
+def AddNarrowRange(builder, narrowRange): builder.PrependBoolSlot(3, narrowRange, 0)
+def FakeQuantOptionsAddNarrowRange(builder, narrowRange):
+    """This method is deprecated. Please switch to AddNarrowRange."""
+    return AddNarrowRange(builder, narrowRange)
+def End(builder): return builder.EndObject()
+def FakeQuantOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/FillOptions.py b/ethosu/vela/tflite/FillOptions.py
index 5a1e651a..bc2bcd28 100644
--- a/ethosu/vela/tflite/FillOptions.py
+++ b/ethosu/vela/tflite/FillOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class FillOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsFillOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = FillOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsFillOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def FillOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # FillOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def FillOptionsStart(builder): builder.StartObject(0)
-def FillOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def FillOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def FillOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/FloorDivOptions.py b/ethosu/vela/tflite/FloorDivOptions.py
index 64b474fb..3fed6755 100644
--- a/ethosu/vela/tflite/FloorDivOptions.py
+++ b/ethosu/vela/tflite/FloorDivOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class FloorDivOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsFloorDivOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = FloorDivOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsFloorDivOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def FloorDivOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # FloorDivOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def FloorDivOptionsStart(builder): builder.StartObject(0)
-def FloorDivOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def FloorDivOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def FloorDivOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/FloorModOptions.py b/ethosu/vela/tflite/FloorModOptions.py
index 37c8e5a5..df3b2c3d 100644
--- a/ethosu/vela/tflite/FloorModOptions.py
+++ b/ethosu/vela/tflite/FloorModOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class FloorModOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsFloorModOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = FloorModOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsFloorModOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def FloorModOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # FloorModOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def FloorModOptionsStart(builder): builder.StartObject(0)
-def FloorModOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def FloorModOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def FloorModOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/FullyConnectedOptions.py b/ethosu/vela/tflite/FullyConnectedOptions.py
index 5475e3d9..72ae00ba 100644
--- a/ethosu/vela/tflite/FullyConnectedOptions.py
+++ b/ethosu/vela/tflite/FullyConnectedOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class FullyConnectedOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsFullyConnectedOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = FullyConnectedOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsFullyConnectedOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def FullyConnectedOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # FullyConnectedOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -46,9 +56,27 @@ class FullyConnectedOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def FullyConnectedOptionsStart(builder): builder.StartObject(4)
-def FullyConnectedOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
-def FullyConnectedOptionsAddWeightsFormat(builder, weightsFormat): builder.PrependInt8Slot(1, weightsFormat, 0)
-def FullyConnectedOptionsAddKeepNumDims(builder, keepNumDims): builder.PrependBoolSlot(2, keepNumDims, 0)
-def FullyConnectedOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(3, asymmetricQuantizeInputs, 0)
-def FullyConnectedOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(4)
+def FullyConnectedOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
+def FullyConnectedOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def AddWeightsFormat(builder, weightsFormat): builder.PrependInt8Slot(1, weightsFormat, 0)
+def FullyConnectedOptionsAddWeightsFormat(builder, weightsFormat):
+    """This method is deprecated. Please switch to AddWeightsFormat."""
+    return AddWeightsFormat(builder, weightsFormat)
+def AddKeepNumDims(builder, keepNumDims): builder.PrependBoolSlot(2, keepNumDims, 0)
+def FullyConnectedOptionsAddKeepNumDims(builder, keepNumDims):
+    """This method is deprecated. Please switch to AddKeepNumDims."""
+    return AddKeepNumDims(builder, keepNumDims)
+def AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(3, asymmetricQuantizeInputs, 0)
+def FullyConnectedOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs):
+    """This method is deprecated. Please switch to AddAsymmetricQuantizeInputs."""
+    return AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs)
+def End(builder): return builder.EndObject()
+def FullyConnectedOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/GatherNdOptions.py b/ethosu/vela/tflite/GatherNdOptions.py
index f515eb5c..8d76f402 100644
--- a/ethosu/vela/tflite/GatherNdOptions.py
+++ b/ethosu/vela/tflite/GatherNdOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class GatherNdOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsGatherNdOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = GatherNdOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsGatherNdOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def GatherNdOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # GatherNdOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def GatherNdOptionsStart(builder): builder.StartObject(0)
-def GatherNdOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def GatherNdOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def GatherNdOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/GatherOptions.py b/ethosu/vela/tflite/GatherOptions.py
index fd933219..2235e07c 100644
--- a/ethosu/vela/tflite/GatherOptions.py
+++ b/ethosu/vela/tflite/GatherOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class GatherOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsGatherOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = GatherOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsGatherOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def GatherOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # GatherOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class GatherOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def GatherOptionsStart(builder): builder.StartObject(2)
-def GatherOptionsAddAxis(builder, axis): builder.PrependInt32Slot(0, axis, 0)
-def GatherOptionsAddBatchDims(builder, batchDims): builder.PrependInt32Slot(1, batchDims, 0)
-def GatherOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def GatherOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddAxis(builder, axis): builder.PrependInt32Slot(0, axis, 0)
+def GatherOptionsAddAxis(builder, axis):
+    """This method is deprecated. Please switch to AddAxis."""
+    return AddAxis(builder, axis)
+def AddBatchDims(builder, batchDims): builder.PrependInt32Slot(1, batchDims, 0)
+def GatherOptionsAddBatchDims(builder, batchDims):
+    """This method is deprecated. Please switch to AddBatchDims."""
+    return AddBatchDims(builder, batchDims)
+def End(builder): return builder.EndObject()
+def GatherOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/GeluOptions.py b/ethosu/vela/tflite/GeluOptions.py
index 3705084d..71b9a32b 100644
--- a/ethosu/vela/tflite/GeluOptions.py
+++ b/ethosu/vela/tflite/GeluOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class GeluOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsGeluOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = GeluOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsGeluOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def GeluOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # GeluOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class GeluOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def GeluOptionsStart(builder): builder.StartObject(1)
-def GeluOptionsAddApproximate(builder, approximate): builder.PrependBoolSlot(0, approximate, 0)
-def GeluOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def GeluOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddApproximate(builder, approximate): builder.PrependBoolSlot(0, approximate, 0)
+def GeluOptionsAddApproximate(builder, approximate):
+    """This method is deprecated. Please switch to AddApproximate."""
+    return AddApproximate(builder, approximate)
+def End(builder): return builder.EndObject()
+def GeluOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/GreaterEqualOptions.py b/ethosu/vela/tflite/GreaterEqualOptions.py
index a29e200a..c1606565 100644
--- a/ethosu/vela/tflite/GreaterEqualOptions.py
+++ b/ethosu/vela/tflite/GreaterEqualOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class GreaterEqualOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsGreaterEqualOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = GreaterEqualOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsGreaterEqualOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def GreaterEqualOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # GreaterEqualOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def GreaterEqualOptionsStart(builder): builder.StartObject(0)
-def GreaterEqualOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def GreaterEqualOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def GreaterEqualOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/GreaterOptions.py b/ethosu/vela/tflite/GreaterOptions.py
index 59d63501..6904bb92 100644
--- a/ethosu/vela/tflite/GreaterOptions.py
+++ b/ethosu/vela/tflite/GreaterOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class GreaterOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsGreaterOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = GreaterOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsGreaterOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def GreaterOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # GreaterOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def GreaterOptionsStart(builder): builder.StartObject(0)
-def GreaterOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def GreaterOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def GreaterOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/HardSwishOptions.py b/ethosu/vela/tflite/HardSwishOptions.py
index 4f6a5200..6903501c 100644
--- a/ethosu/vela/tflite/HardSwishOptions.py
+++ b/ethosu/vela/tflite/HardSwishOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class HardSwishOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsHardSwishOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = HardSwishOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsHardSwishOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def HardSwishOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # HardSwishOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def HardSwishOptionsStart(builder): builder.StartObject(0)
-def HardSwishOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def HardSwishOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def HardSwishOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/HashtableFindOptions.py b/ethosu/vela/tflite/HashtableFindOptions.py
index fa9d31d1..5dcb5339 100644
--- a/ethosu/vela/tflite/HashtableFindOptions.py
+++ b/ethosu/vela/tflite/HashtableFindOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class HashtableFindOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsHashtableFindOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = HashtableFindOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsHashtableFindOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def HashtableFindOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # HashtableFindOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def HashtableFindOptionsStart(builder): builder.StartObject(0)
-def HashtableFindOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def HashtableFindOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def HashtableFindOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/HashtableImportOptions.py b/ethosu/vela/tflite/HashtableImportOptions.py
index cd72df49..846f76ec 100644
--- a/ethosu/vela/tflite/HashtableImportOptions.py
+++ b/ethosu/vela/tflite/HashtableImportOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class HashtableImportOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsHashtableImportOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = HashtableImportOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsHashtableImportOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def HashtableImportOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # HashtableImportOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def HashtableImportOptionsStart(builder): builder.StartObject(0)
-def HashtableImportOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def HashtableImportOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def HashtableImportOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/HashtableOptions.py b/ethosu/vela/tflite/HashtableOptions.py
index acdd9daa..2bc1a877 100644
--- a/ethosu/vela/tflite/HashtableOptions.py
+++ b/ethosu/vela/tflite/HashtableOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class HashtableOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsHashtableOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = HashtableOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsHashtableOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def HashtableOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # HashtableOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -39,8 +49,23 @@ class HashtableOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
         return 0
 
-def HashtableOptionsStart(builder): builder.StartObject(3)
-def HashtableOptionsAddTableId(builder, tableId): builder.PrependInt32Slot(0, tableId, 0)
-def HashtableOptionsAddKeyDtype(builder, keyDtype): builder.PrependInt8Slot(1, keyDtype, 0)
-def HashtableOptionsAddValueDtype(builder, valueDtype): builder.PrependInt8Slot(2, valueDtype, 0)
-def HashtableOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(3)
+def HashtableOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddTableId(builder, tableId): builder.PrependInt32Slot(0, tableId, 0)
+def HashtableOptionsAddTableId(builder, tableId):
+    """This method is deprecated. Please switch to AddTableId."""
+    return AddTableId(builder, tableId)
+def AddKeyDtype(builder, keyDtype): builder.PrependInt8Slot(1, keyDtype, 0)
+def HashtableOptionsAddKeyDtype(builder, keyDtype):
+    """This method is deprecated. Please switch to AddKeyDtype."""
+    return AddKeyDtype(builder, keyDtype)
+def AddValueDtype(builder, valueDtype): builder.PrependInt8Slot(2, valueDtype, 0)
+def HashtableOptionsAddValueDtype(builder, valueDtype):
+    """This method is deprecated. Please switch to AddValueDtype."""
+    return AddValueDtype(builder, valueDtype)
+def End(builder): return builder.EndObject()
+def HashtableOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/HashtableSizeOptions.py b/ethosu/vela/tflite/HashtableSizeOptions.py
index b69650d1..5e71aa8e 100644
--- a/ethosu/vela/tflite/HashtableSizeOptions.py
+++ b/ethosu/vela/tflite/HashtableSizeOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class HashtableSizeOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsHashtableSizeOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = HashtableSizeOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsHashtableSizeOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def HashtableSizeOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # HashtableSizeOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def HashtableSizeOptionsStart(builder): builder.StartObject(0)
-def HashtableSizeOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def HashtableSizeOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def HashtableSizeOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/IfOptions.py b/ethosu/vela/tflite/IfOptions.py
index 13f4e697..bdc56b2f 100644
--- a/ethosu/vela/tflite/IfOptions.py
+++ b/ethosu/vela/tflite/IfOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class IfOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsIfOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = IfOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsIfOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def IfOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # IfOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class IfOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def IfOptionsStart(builder): builder.StartObject(2)
-def IfOptionsAddThenSubgraphIndex(builder, thenSubgraphIndex): builder.PrependInt32Slot(0, thenSubgraphIndex, 0)
-def IfOptionsAddElseSubgraphIndex(builder, elseSubgraphIndex): builder.PrependInt32Slot(1, elseSubgraphIndex, 0)
-def IfOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def IfOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddThenSubgraphIndex(builder, thenSubgraphIndex): builder.PrependInt32Slot(0, thenSubgraphIndex, 0)
+def IfOptionsAddThenSubgraphIndex(builder, thenSubgraphIndex):
+    """This method is deprecated. Please switch to AddThenSubgraphIndex."""
+    return AddThenSubgraphIndex(builder, thenSubgraphIndex)
+def AddElseSubgraphIndex(builder, elseSubgraphIndex): builder.PrependInt32Slot(1, elseSubgraphIndex, 0)
+def IfOptionsAddElseSubgraphIndex(builder, elseSubgraphIndex):
+    """This method is deprecated. Please switch to AddElseSubgraphIndex."""
+    return AddElseSubgraphIndex(builder, elseSubgraphIndex)
+def End(builder): return builder.EndObject()
+def IfOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/Int32Vector.py b/ethosu/vela/tflite/Int32Vector.py
index e70851b2..bfa5b3a2 100644
--- a/ethosu/vela/tflite/Int32Vector.py
+++ b/ethosu/vela/tflite/Int32Vector.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class Int32Vector(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsInt32Vector(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = Int32Vector()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsInt32Vector(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def Int32VectorBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # Int32Vector
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -40,7 +50,24 @@ class Int32Vector(object):
             return self._tab.VectorLen(o)
         return 0
 
-def Int32VectorStart(builder): builder.StartObject(1)
-def Int32VectorAddValues(builder, values): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(values), 0)
-def Int32VectorStartValuesVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def Int32VectorEnd(builder): return builder.EndObject()
+    # Int32Vector
+    def ValuesIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
+        return o == 0
+
+def Start(builder): builder.StartObject(1)
+def Int32VectorStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddValues(builder, values): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(values), 0)
+def Int32VectorAddValues(builder, values):
+    """This method is deprecated. Please switch to AddValues."""
+    return AddValues(builder, values)
+def StartValuesVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def Int32VectorStartValuesVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartValuesVector(builder, numElems)
+def End(builder): return builder.EndObject()
+def Int32VectorEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/L2NormOptions.py b/ethosu/vela/tflite/L2NormOptions.py
index 38bdf573..6e033ca1 100644
--- a/ethosu/vela/tflite/L2NormOptions.py
+++ b/ethosu/vela/tflite/L2NormOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class L2NormOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsL2NormOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = L2NormOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsL2NormOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def L2NormOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # L2NormOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class L2NormOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
         return 0
 
-def L2NormOptionsStart(builder): builder.StartObject(1)
-def L2NormOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
-def L2NormOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def L2NormOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
+def L2NormOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def End(builder): return builder.EndObject()
+def L2NormOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/LSHProjectionOptions.py b/ethosu/vela/tflite/LSHProjectionOptions.py
index ad550be2..569d1135 100644
--- a/ethosu/vela/tflite/LSHProjectionOptions.py
+++ b/ethosu/vela/tflite/LSHProjectionOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class LSHProjectionOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsLSHProjectionOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = LSHProjectionOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsLSHProjectionOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def LSHProjectionOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # LSHProjectionOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class LSHProjectionOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
         return 0
 
-def LSHProjectionOptionsStart(builder): builder.StartObject(1)
-def LSHProjectionOptionsAddType(builder, type): builder.PrependInt8Slot(0, type, 0)
-def LSHProjectionOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def LSHProjectionOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddType(builder, type): builder.PrependInt8Slot(0, type, 0)
+def LSHProjectionOptionsAddType(builder, type):
+    """This method is deprecated. Please switch to AddType."""
+    return AddType(builder, type)
+def End(builder): return builder.EndObject()
+def LSHProjectionOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/LSTMOptions.py b/ethosu/vela/tflite/LSTMOptions.py
index 2f519bc2..04e2ac92 100644
--- a/ethosu/vela/tflite/LSTMOptions.py
+++ b/ethosu/vela/tflite/LSTMOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class LSTMOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsLSTMOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = LSTMOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsLSTMOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def LSTMOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # LSTMOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -53,10 +63,31 @@ class LSTMOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def LSTMOptionsStart(builder): builder.StartObject(5)
-def LSTMOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
-def LSTMOptionsAddCellClip(builder, cellClip): builder.PrependFloat32Slot(1, cellClip, 0.0)
-def LSTMOptionsAddProjClip(builder, projClip): builder.PrependFloat32Slot(2, projClip, 0.0)
-def LSTMOptionsAddKernelType(builder, kernelType): builder.PrependInt8Slot(3, kernelType, 0)
-def LSTMOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(4, asymmetricQuantizeInputs, 0)
-def LSTMOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(5)
+def LSTMOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
+def LSTMOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def AddCellClip(builder, cellClip): builder.PrependFloat32Slot(1, cellClip, 0.0)
+def LSTMOptionsAddCellClip(builder, cellClip):
+    """This method is deprecated. Please switch to AddCellClip."""
+    return AddCellClip(builder, cellClip)
+def AddProjClip(builder, projClip): builder.PrependFloat32Slot(2, projClip, 0.0)
+def LSTMOptionsAddProjClip(builder, projClip):
+    """This method is deprecated. Please switch to AddProjClip."""
+    return AddProjClip(builder, projClip)
+def AddKernelType(builder, kernelType): builder.PrependInt8Slot(3, kernelType, 0)
+def LSTMOptionsAddKernelType(builder, kernelType):
+    """This method is deprecated. Please switch to AddKernelType."""
+    return AddKernelType(builder, kernelType)
+def AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(4, asymmetricQuantizeInputs, 0)
+def LSTMOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs):
+    """This method is deprecated. Please switch to AddAsymmetricQuantizeInputs."""
+    return AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs)
+def End(builder): return builder.EndObject()
+def LSTMOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/LeakyReluOptions.py b/ethosu/vela/tflite/LeakyReluOptions.py
index b61b21d5..ab4bfc24 100644
--- a/ethosu/vela/tflite/LeakyReluOptions.py
+++ b/ethosu/vela/tflite/LeakyReluOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class LeakyReluOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsLeakyReluOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = LeakyReluOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsLeakyReluOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def LeakyReluOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # LeakyReluOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class LeakyReluOptions(object):
             return self._tab.Get(flatbuffers.number_types.Float32Flags, o + self._tab.Pos)
         return 0.0
 
-def LeakyReluOptionsStart(builder): builder.StartObject(1)
-def LeakyReluOptionsAddAlpha(builder, alpha): builder.PrependFloat32Slot(0, alpha, 0.0)
-def LeakyReluOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def LeakyReluOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddAlpha(builder, alpha): builder.PrependFloat32Slot(0, alpha, 0.0)
+def LeakyReluOptionsAddAlpha(builder, alpha):
+    """This method is deprecated. Please switch to AddAlpha."""
+    return AddAlpha(builder, alpha)
+def End(builder): return builder.EndObject()
+def LeakyReluOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/LessEqualOptions.py b/ethosu/vela/tflite/LessEqualOptions.py
index d49b7289..8861b8cf 100644
--- a/ethosu/vela/tflite/LessEqualOptions.py
+++ b/ethosu/vela/tflite/LessEqualOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class LessEqualOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsLessEqualOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = LessEqualOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsLessEqualOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def LessEqualOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # LessEqualOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def LessEqualOptionsStart(builder): builder.StartObject(0)
-def LessEqualOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def LessEqualOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def LessEqualOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/LessOptions.py b/ethosu/vela/tflite/LessOptions.py
index 469cb0b0..a207b775 100644
--- a/ethosu/vela/tflite/LessOptions.py
+++ b/ethosu/vela/tflite/LessOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class LessOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsLessOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = LessOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsLessOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def LessOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # LessOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def LessOptionsStart(builder): builder.StartObject(0)
-def LessOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def LessOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def LessOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/LocalResponseNormalizationOptions.py b/ethosu/vela/tflite/LocalResponseNormalizationOptions.py
index db875603..3831c873 100644
--- a/ethosu/vela/tflite/LocalResponseNormalizationOptions.py
+++ b/ethosu/vela/tflite/LocalResponseNormalizationOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class LocalResponseNormalizationOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsLocalResponseNormalizationOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = LocalResponseNormalizationOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsLocalResponseNormalizationOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def LocalResponseNormalizationOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # LocalResponseNormalizationOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -46,9 +56,27 @@ class LocalResponseNormalizationOptions(object):
             return self._tab.Get(flatbuffers.number_types.Float32Flags, o + self._tab.Pos)
         return 0.0
 
-def LocalResponseNormalizationOptionsStart(builder): builder.StartObject(4)
-def LocalResponseNormalizationOptionsAddRadius(builder, radius): builder.PrependInt32Slot(0, radius, 0)
-def LocalResponseNormalizationOptionsAddBias(builder, bias): builder.PrependFloat32Slot(1, bias, 0.0)
-def LocalResponseNormalizationOptionsAddAlpha(builder, alpha): builder.PrependFloat32Slot(2, alpha, 0.0)
-def LocalResponseNormalizationOptionsAddBeta(builder, beta): builder.PrependFloat32Slot(3, beta, 0.0)
-def LocalResponseNormalizationOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(4)
+def LocalResponseNormalizationOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddRadius(builder, radius): builder.PrependInt32Slot(0, radius, 0)
+def LocalResponseNormalizationOptionsAddRadius(builder, radius):
+    """This method is deprecated. Please switch to AddRadius."""
+    return AddRadius(builder, radius)
+def AddBias(builder, bias): builder.PrependFloat32Slot(1, bias, 0.0)
+def LocalResponseNormalizationOptionsAddBias(builder, bias):
+    """This method is deprecated. Please switch to AddBias."""
+    return AddBias(builder, bias)
+def AddAlpha(builder, alpha): builder.PrependFloat32Slot(2, alpha, 0.0)
+def LocalResponseNormalizationOptionsAddAlpha(builder, alpha):
+    """This method is deprecated. Please switch to AddAlpha."""
+    return AddAlpha(builder, alpha)
+def AddBeta(builder, beta): builder.PrependFloat32Slot(3, beta, 0.0)
+def LocalResponseNormalizationOptionsAddBeta(builder, beta):
+    """This method is deprecated. Please switch to AddBeta."""
+    return AddBeta(builder, beta)
+def End(builder): return builder.EndObject()
+def LocalResponseNormalizationOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/LogSoftmaxOptions.py b/ethosu/vela/tflite/LogSoftmaxOptions.py
index 47893855..9c88b4c7 100644
--- a/ethosu/vela/tflite/LogSoftmaxOptions.py
+++ b/ethosu/vela/tflite/LogSoftmaxOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class LogSoftmaxOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsLogSoftmaxOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = LogSoftmaxOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsLogSoftmaxOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def LogSoftmaxOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # LogSoftmaxOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def LogSoftmaxOptionsStart(builder): builder.StartObject(0)
-def LogSoftmaxOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def LogSoftmaxOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def LogSoftmaxOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/LogicalAndOptions.py b/ethosu/vela/tflite/LogicalAndOptions.py
index cee1cdb4..62d3025e 100644
--- a/ethosu/vela/tflite/LogicalAndOptions.py
+++ b/ethosu/vela/tflite/LogicalAndOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class LogicalAndOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsLogicalAndOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = LogicalAndOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsLogicalAndOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def LogicalAndOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # LogicalAndOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def LogicalAndOptionsStart(builder): builder.StartObject(0)
-def LogicalAndOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def LogicalAndOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def LogicalAndOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/LogicalNotOptions.py b/ethosu/vela/tflite/LogicalNotOptions.py
index 9971450c..2a793ccb 100644
--- a/ethosu/vela/tflite/LogicalNotOptions.py
+++ b/ethosu/vela/tflite/LogicalNotOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class LogicalNotOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsLogicalNotOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = LogicalNotOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsLogicalNotOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def LogicalNotOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # LogicalNotOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def LogicalNotOptionsStart(builder): builder.StartObject(0)
-def LogicalNotOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def LogicalNotOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def LogicalNotOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/LogicalOrOptions.py b/ethosu/vela/tflite/LogicalOrOptions.py
index e94a5dec..6e9ec5b2 100644
--- a/ethosu/vela/tflite/LogicalOrOptions.py
+++ b/ethosu/vela/tflite/LogicalOrOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class LogicalOrOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsLogicalOrOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = LogicalOrOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsLogicalOrOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def LogicalOrOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # LogicalOrOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def LogicalOrOptionsStart(builder): builder.StartObject(0)
-def LogicalOrOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def LogicalOrOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def LogicalOrOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/MatrixDiagOptions.py b/ethosu/vela/tflite/MatrixDiagOptions.py
index 0f64e657..f4a4a669 100644
--- a/ethosu/vela/tflite/MatrixDiagOptions.py
+++ b/ethosu/vela/tflite/MatrixDiagOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class MatrixDiagOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsMatrixDiagOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = MatrixDiagOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsMatrixDiagOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def MatrixDiagOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # MatrixDiagOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def MatrixDiagOptionsStart(builder): builder.StartObject(0)
-def MatrixDiagOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def MatrixDiagOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def MatrixDiagOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/MatrixSetDiagOptions.py b/ethosu/vela/tflite/MatrixSetDiagOptions.py
index 14178cf8..d0a93159 100644
--- a/ethosu/vela/tflite/MatrixSetDiagOptions.py
+++ b/ethosu/vela/tflite/MatrixSetDiagOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class MatrixSetDiagOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsMatrixSetDiagOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = MatrixSetDiagOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsMatrixSetDiagOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def MatrixSetDiagOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # MatrixSetDiagOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def MatrixSetDiagOptionsStart(builder): builder.StartObject(0)
-def MatrixSetDiagOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def MatrixSetDiagOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def MatrixSetDiagOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/MaximumMinimumOptions.py b/ethosu/vela/tflite/MaximumMinimumOptions.py
index f0806e2d..f5b91f8d 100644
--- a/ethosu/vela/tflite/MaximumMinimumOptions.py
+++ b/ethosu/vela/tflite/MaximumMinimumOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class MaximumMinimumOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsMaximumMinimumOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = MaximumMinimumOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsMaximumMinimumOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def MaximumMinimumOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # MaximumMinimumOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def MaximumMinimumOptionsStart(builder): builder.StartObject(0)
-def MaximumMinimumOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def MaximumMinimumOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def MaximumMinimumOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/Metadata.py b/ethosu/vela/tflite/Metadata.py
index 273e51ee..c0a83917 100644
--- a/ethosu/vela/tflite/Metadata.py
+++ b/ethosu/vela/tflite/Metadata.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class Metadata(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsMetadata(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = Metadata()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsMetadata(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def MetadataBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # Metadata
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class Metadata(object):
             return self._tab.Get(flatbuffers.number_types.Uint32Flags, o + self._tab.Pos)
         return 0
 
-def MetadataStart(builder): builder.StartObject(2)
-def MetadataAddName(builder, name): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(name), 0)
-def MetadataAddBuffer(builder, buffer): builder.PrependUint32Slot(1, buffer, 0)
-def MetadataEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def MetadataStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddName(builder, name): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(name), 0)
+def MetadataAddName(builder, name):
+    """This method is deprecated. Please switch to AddName."""
+    return AddName(builder, name)
+def AddBuffer(builder, buffer): builder.PrependUint32Slot(1, buffer, 0)
+def MetadataAddBuffer(builder, buffer):
+    """This method is deprecated. Please switch to AddBuffer."""
+    return AddBuffer(builder, buffer)
+def End(builder): return builder.EndObject()
+def MetadataEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/MirrorPadOptions.py b/ethosu/vela/tflite/MirrorPadOptions.py
index 254ae217..76a0076a 100644
--- a/ethosu/vela/tflite/MirrorPadOptions.py
+++ b/ethosu/vela/tflite/MirrorPadOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class MirrorPadOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsMirrorPadOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = MirrorPadOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsMirrorPadOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def MirrorPadOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # MirrorPadOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class MirrorPadOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
         return 0
 
-def MirrorPadOptionsStart(builder): builder.StartObject(1)
-def MirrorPadOptionsAddMode(builder, mode): builder.PrependInt8Slot(0, mode, 0)
-def MirrorPadOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def MirrorPadOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddMode(builder, mode): builder.PrependInt8Slot(0, mode, 0)
+def MirrorPadOptionsAddMode(builder, mode):
+    """This method is deprecated. Please switch to AddMode."""
+    return AddMode(builder, mode)
+def End(builder): return builder.EndObject()
+def MirrorPadOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/Model.py b/ethosu/vela/tflite/Model.py
index 52aac021..8a12d103 100644
--- a/ethosu/vela/tflite/Model.py
+++ b/ethosu/vela/tflite/Model.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class Model(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsModel(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = Model()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsModel(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ModelBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # Model
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -46,6 +56,11 @@ class Model(object):
         return 0
 
     # Model
+    def OperatorCodesIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(6))
+        return o == 0
+
+    # Model
     def Subgraphs(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(8))
         if o != 0:
@@ -66,6 +81,11 @@ class Model(object):
         return 0
 
     # Model
+    def SubgraphsIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(8))
+        return o == 0
+
+    # Model
     def Description(self):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(10))
         if o != 0:
@@ -93,6 +113,11 @@ class Model(object):
         return 0
 
     # Model
+    def BuffersIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(12))
+        return o == 0
+
+    # Model
     def MetadataBuffer(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(14))
         if o != 0:
@@ -115,6 +140,11 @@ class Model(object):
         return 0
 
     # Model
+    def MetadataBufferIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(14))
+        return o == 0
+
+    # Model
     def Metadata(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(16))
         if o != 0:
@@ -135,6 +165,11 @@ class Model(object):
         return 0
 
     # Model
+    def MetadataIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(16))
+        return o == 0
+
+    # Model
     def SignatureDefs(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(18))
         if o != 0:
@@ -154,19 +189,72 @@ class Model(object):
             return self._tab.VectorLen(o)
         return 0
 
-def ModelStart(builder): builder.StartObject(8)
-def ModelAddVersion(builder, version): builder.PrependUint32Slot(0, version, 0)
-def ModelAddOperatorCodes(builder, operatorCodes): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(operatorCodes), 0)
-def ModelStartOperatorCodesVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def ModelAddSubgraphs(builder, subgraphs): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(subgraphs), 0)
-def ModelStartSubgraphsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def ModelAddDescription(builder, description): builder.PrependUOffsetTRelativeSlot(3, flatbuffers.number_types.UOffsetTFlags.py_type(description), 0)
-def ModelAddBuffers(builder, buffers): builder.PrependUOffsetTRelativeSlot(4, flatbuffers.number_types.UOffsetTFlags.py_type(buffers), 0)
-def ModelStartBuffersVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def ModelAddMetadataBuffer(builder, metadataBuffer): builder.PrependUOffsetTRelativeSlot(5, flatbuffers.number_types.UOffsetTFlags.py_type(metadataBuffer), 0)
-def ModelStartMetadataBufferVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def ModelAddMetadata(builder, metadata): builder.PrependUOffsetTRelativeSlot(6, flatbuffers.number_types.UOffsetTFlags.py_type(metadata), 0)
-def ModelStartMetadataVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def ModelAddSignatureDefs(builder, signatureDefs): builder.PrependUOffsetTRelativeSlot(7, flatbuffers.number_types.UOffsetTFlags.py_type(signatureDefs), 0)
-def ModelStartSignatureDefsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def ModelEnd(builder): return builder.EndObject()
+    # Model
+    def SignatureDefsIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(18))
+        return o == 0
+
+def Start(builder): builder.StartObject(8)
+def ModelStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddVersion(builder, version): builder.PrependUint32Slot(0, version, 0)
+def ModelAddVersion(builder, version):
+    """This method is deprecated. Please switch to AddVersion."""
+    return AddVersion(builder, version)
+def AddOperatorCodes(builder, operatorCodes): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(operatorCodes), 0)
+def ModelAddOperatorCodes(builder, operatorCodes):
+    """This method is deprecated. Please switch to AddOperatorCodes."""
+    return AddOperatorCodes(builder, operatorCodes)
+def StartOperatorCodesVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def ModelStartOperatorCodesVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartOperatorCodesVector(builder, numElems)
+def AddSubgraphs(builder, subgraphs): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(subgraphs), 0)
+def ModelAddSubgraphs(builder, subgraphs):
+    """This method is deprecated. Please switch to AddSubgraphs."""
+    return AddSubgraphs(builder, subgraphs)
+def StartSubgraphsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def ModelStartSubgraphsVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartSubgraphsVector(builder, numElems)
+def AddDescription(builder, description): builder.PrependUOffsetTRelativeSlot(3, flatbuffers.number_types.UOffsetTFlags.py_type(description), 0)
+def ModelAddDescription(builder, description):
+    """This method is deprecated. Please switch to AddDescription."""
+    return AddDescription(builder, description)
+def AddBuffers(builder, buffers): builder.PrependUOffsetTRelativeSlot(4, flatbuffers.number_types.UOffsetTFlags.py_type(buffers), 0)
+def ModelAddBuffers(builder, buffers):
+    """This method is deprecated. Please switch to AddBuffers."""
+    return AddBuffers(builder, buffers)
+def StartBuffersVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def ModelStartBuffersVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartBuffersVector(builder, numElems)
+def AddMetadataBuffer(builder, metadataBuffer): builder.PrependUOffsetTRelativeSlot(5, flatbuffers.number_types.UOffsetTFlags.py_type(metadataBuffer), 0)
+def ModelAddMetadataBuffer(builder, metadataBuffer):
+    """This method is deprecated. Please switch to AddMetadataBuffer."""
+    return AddMetadataBuffer(builder, metadataBuffer)
+def StartMetadataBufferVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def ModelStartMetadataBufferVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartMetadataBufferVector(builder, numElems)
+def AddMetadata(builder, metadata): builder.PrependUOffsetTRelativeSlot(6, flatbuffers.number_types.UOffsetTFlags.py_type(metadata), 0)
+def ModelAddMetadata(builder, metadata):
+    """This method is deprecated. Please switch to AddMetadata."""
+    return AddMetadata(builder, metadata)
+def StartMetadataVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def ModelStartMetadataVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartMetadataVector(builder, numElems)
+def AddSignatureDefs(builder, signatureDefs): builder.PrependUOffsetTRelativeSlot(7, flatbuffers.number_types.UOffsetTFlags.py_type(signatureDefs), 0)
+def ModelAddSignatureDefs(builder, signatureDefs):
+    """This method is deprecated. Please switch to AddSignatureDefs."""
+    return AddSignatureDefs(builder, signatureDefs)
+def StartSignatureDefsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def ModelStartSignatureDefsVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartSignatureDefsVector(builder, numElems)
+def End(builder): return builder.EndObject()
+def ModelEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/MulOptions.py b/ethosu/vela/tflite/MulOptions.py
index 55b9506f..9ef9eb36 100644
--- a/ethosu/vela/tflite/MulOptions.py
+++ b/ethosu/vela/tflite/MulOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class MulOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsMulOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = MulOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsMulOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def MulOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # MulOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class MulOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
         return 0
 
-def MulOptionsStart(builder): builder.StartObject(1)
-def MulOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
-def MulOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def MulOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
+def MulOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def End(builder): return builder.EndObject()
+def MulOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/NegOptions.py b/ethosu/vela/tflite/NegOptions.py
index 05d55c26..62a544c0 100644
--- a/ethosu/vela/tflite/NegOptions.py
+++ b/ethosu/vela/tflite/NegOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class NegOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsNegOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = NegOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsNegOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def NegOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # NegOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def NegOptionsStart(builder): builder.StartObject(0)
-def NegOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def NegOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def NegOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/NonMaxSuppressionV4Options.py b/ethosu/vela/tflite/NonMaxSuppressionV4Options.py
index 6ad10a2e..beb361da 100644
--- a/ethosu/vela/tflite/NonMaxSuppressionV4Options.py
+++ b/ethosu/vela/tflite/NonMaxSuppressionV4Options.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class NonMaxSuppressionV4Options(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsNonMaxSuppressionV4Options(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = NonMaxSuppressionV4Options()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsNonMaxSuppressionV4Options(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def NonMaxSuppressionV4OptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # NonMaxSuppressionV4Options
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def NonMaxSuppressionV4OptionsStart(builder): builder.StartObject(0)
-def NonMaxSuppressionV4OptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def NonMaxSuppressionV4OptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def NonMaxSuppressionV4OptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/NonMaxSuppressionV5Options.py b/ethosu/vela/tflite/NonMaxSuppressionV5Options.py
index 99cbdbbf..1c87108d 100644
--- a/ethosu/vela/tflite/NonMaxSuppressionV5Options.py
+++ b/ethosu/vela/tflite/NonMaxSuppressionV5Options.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class NonMaxSuppressionV5Options(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsNonMaxSuppressionV5Options(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = NonMaxSuppressionV5Options()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsNonMaxSuppressionV5Options(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def NonMaxSuppressionV5OptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # NonMaxSuppressionV5Options
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def NonMaxSuppressionV5OptionsStart(builder): builder.StartObject(0)
-def NonMaxSuppressionV5OptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def NonMaxSuppressionV5OptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def NonMaxSuppressionV5OptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/NotEqualOptions.py b/ethosu/vela/tflite/NotEqualOptions.py
index 4c511e93..54652705 100644
--- a/ethosu/vela/tflite/NotEqualOptions.py
+++ b/ethosu/vela/tflite/NotEqualOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class NotEqualOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsNotEqualOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = NotEqualOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsNotEqualOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def NotEqualOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # NotEqualOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def NotEqualOptionsStart(builder): builder.StartObject(0)
-def NotEqualOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def NotEqualOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def NotEqualOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/OneHotOptions.py b/ethosu/vela/tflite/OneHotOptions.py
index 793a3e75..a4de3e4b 100644
--- a/ethosu/vela/tflite/OneHotOptions.py
+++ b/ethosu/vela/tflite/OneHotOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class OneHotOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsOneHotOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = OneHotOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsOneHotOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def OneHotOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # OneHotOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class OneHotOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def OneHotOptionsStart(builder): builder.StartObject(1)
-def OneHotOptionsAddAxis(builder, axis): builder.PrependInt32Slot(0, axis, 0)
-def OneHotOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def OneHotOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddAxis(builder, axis): builder.PrependInt32Slot(0, axis, 0)
+def OneHotOptionsAddAxis(builder, axis):
+    """This method is deprecated. Please switch to AddAxis."""
+    return AddAxis(builder, axis)
+def End(builder): return builder.EndObject()
+def OneHotOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/Operator.py b/ethosu/vela/tflite/Operator.py
index cbae3dab..ce23bedc 100644
--- a/ethosu/vela/tflite/Operator.py
+++ b/ethosu/vela/tflite/Operator.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class Operator(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsOperator(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = Operator()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsOperator(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def OperatorBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # Operator
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -48,6 +58,11 @@ class Operator(object):
         return 0
 
     # Operator
+    def InputsIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(6))
+        return o == 0
+
+    # Operator
     def Outputs(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(8))
         if o != 0:
@@ -70,6 +85,11 @@ class Operator(object):
         return 0
 
     # Operator
+    def OutputsIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(8))
+        return o == 0
+
+    # Operator
     def BuiltinOptionsType(self):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(10))
         if o != 0:
@@ -109,6 +129,11 @@ class Operator(object):
         return 0
 
     # Operator
+    def CustomOptionsIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(14))
+        return o == 0
+
+    # Operator
     def CustomOptionsFormat(self):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(16))
         if o != 0:
@@ -138,6 +163,11 @@ class Operator(object):
         return 0
 
     # Operator
+    def MutatingVariableInputsIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(18))
+        return o == 0
+
+    # Operator
     def Intermediates(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(20))
         if o != 0:
@@ -159,19 +189,72 @@ class Operator(object):
             return self._tab.VectorLen(o)
         return 0
 
-def OperatorStart(builder): builder.StartObject(9)
-def OperatorAddOpcodeIndex(builder, opcodeIndex): builder.PrependUint32Slot(0, opcodeIndex, 0)
-def OperatorAddInputs(builder, inputs): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(inputs), 0)
-def OperatorStartInputsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def OperatorAddOutputs(builder, outputs): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(outputs), 0)
-def OperatorStartOutputsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def OperatorAddBuiltinOptionsType(builder, builtinOptionsType): builder.PrependUint8Slot(3, builtinOptionsType, 0)
-def OperatorAddBuiltinOptions(builder, builtinOptions): builder.PrependUOffsetTRelativeSlot(4, flatbuffers.number_types.UOffsetTFlags.py_type(builtinOptions), 0)
-def OperatorAddCustomOptions(builder, customOptions): builder.PrependUOffsetTRelativeSlot(5, flatbuffers.number_types.UOffsetTFlags.py_type(customOptions), 0)
-def OperatorStartCustomOptionsVector(builder, numElems): return builder.StartVector(1, numElems, 1)
-def OperatorAddCustomOptionsFormat(builder, customOptionsFormat): builder.PrependInt8Slot(6, customOptionsFormat, 0)
-def OperatorAddMutatingVariableInputs(builder, mutatingVariableInputs): builder.PrependUOffsetTRelativeSlot(7, flatbuffers.number_types.UOffsetTFlags.py_type(mutatingVariableInputs), 0)
-def OperatorStartMutatingVariableInputsVector(builder, numElems): return builder.StartVector(1, numElems, 1)
-def OperatorAddIntermediates(builder, intermediates): builder.PrependUOffsetTRelativeSlot(8, flatbuffers.number_types.UOffsetTFlags.py_type(intermediates), 0)
-def OperatorStartIntermediatesVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def OperatorEnd(builder): return builder.EndObject()
+    # Operator
+    def IntermediatesIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(20))
+        return o == 0
+
+def Start(builder): builder.StartObject(9)
+def OperatorStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddOpcodeIndex(builder, opcodeIndex): builder.PrependUint32Slot(0, opcodeIndex, 0)
+def OperatorAddOpcodeIndex(builder, opcodeIndex):
+    """This method is deprecated. Please switch to AddOpcodeIndex."""
+    return AddOpcodeIndex(builder, opcodeIndex)
+def AddInputs(builder, inputs): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(inputs), 0)
+def OperatorAddInputs(builder, inputs):
+    """This method is deprecated. Please switch to AddInputs."""
+    return AddInputs(builder, inputs)
+def StartInputsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def OperatorStartInputsVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartInputsVector(builder, numElems)
+def AddOutputs(builder, outputs): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(outputs), 0)
+def OperatorAddOutputs(builder, outputs):
+    """This method is deprecated. Please switch to AddOutputs."""
+    return AddOutputs(builder, outputs)
+def StartOutputsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def OperatorStartOutputsVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartOutputsVector(builder, numElems)
+def AddBuiltinOptionsType(builder, builtinOptionsType): builder.PrependUint8Slot(3, builtinOptionsType, 0)
+def OperatorAddBuiltinOptionsType(builder, builtinOptionsType):
+    """This method is deprecated. Please switch to AddBuiltinOptionsType."""
+    return AddBuiltinOptionsType(builder, builtinOptionsType)
+def AddBuiltinOptions(builder, builtinOptions): builder.PrependUOffsetTRelativeSlot(4, flatbuffers.number_types.UOffsetTFlags.py_type(builtinOptions), 0)
+def OperatorAddBuiltinOptions(builder, builtinOptions):
+    """This method is deprecated. Please switch to AddBuiltinOptions."""
+    return AddBuiltinOptions(builder, builtinOptions)
+def AddCustomOptions(builder, customOptions): builder.PrependUOffsetTRelativeSlot(5, flatbuffers.number_types.UOffsetTFlags.py_type(customOptions), 0)
+def OperatorAddCustomOptions(builder, customOptions):
+    """This method is deprecated. Please switch to AddCustomOptions."""
+    return AddCustomOptions(builder, customOptions)
+def StartCustomOptionsVector(builder, numElems): return builder.StartVector(1, numElems, 1)
+def OperatorStartCustomOptionsVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartCustomOptionsVector(builder, numElems)
+def AddCustomOptionsFormat(builder, customOptionsFormat): builder.PrependInt8Slot(6, customOptionsFormat, 0)
+def OperatorAddCustomOptionsFormat(builder, customOptionsFormat):
+    """This method is deprecated. Please switch to AddCustomOptionsFormat."""
+    return AddCustomOptionsFormat(builder, customOptionsFormat)
+def AddMutatingVariableInputs(builder, mutatingVariableInputs): builder.PrependUOffsetTRelativeSlot(7, flatbuffers.number_types.UOffsetTFlags.py_type(mutatingVariableInputs), 0)
+def OperatorAddMutatingVariableInputs(builder, mutatingVariableInputs):
+    """This method is deprecated. Please switch to AddMutatingVariableInputs."""
+    return AddMutatingVariableInputs(builder, mutatingVariableInputs)
+def StartMutatingVariableInputsVector(builder, numElems): return builder.StartVector(1, numElems, 1)
+def OperatorStartMutatingVariableInputsVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartMutatingVariableInputsVector(builder, numElems)
+def AddIntermediates(builder, intermediates): builder.PrependUOffsetTRelativeSlot(8, flatbuffers.number_types.UOffsetTFlags.py_type(intermediates), 0)
+def OperatorAddIntermediates(builder, intermediates):
+    """This method is deprecated. Please switch to AddIntermediates."""
+    return AddIntermediates(builder, intermediates)
+def StartIntermediatesVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def OperatorStartIntermediatesVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartIntermediatesVector(builder, numElems)
+def End(builder): return builder.EndObject()
+def OperatorEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/OperatorCode.py b/ethosu/vela/tflite/OperatorCode.py
index 5a0ba2a4..1b95a23d 100644
--- a/ethosu/vela/tflite/OperatorCode.py
+++ b/ethosu/vela/tflite/OperatorCode.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class OperatorCode(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsOperatorCode(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = OperatorCode()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsOperatorCode(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def OperatorCodeBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # OperatorCode
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -46,9 +56,27 @@ class OperatorCode(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def OperatorCodeStart(builder): builder.StartObject(4)
-def OperatorCodeAddDeprecatedBuiltinCode(builder, deprecatedBuiltinCode): builder.PrependInt8Slot(0, deprecatedBuiltinCode, 0)
-def OperatorCodeAddCustomCode(builder, customCode): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(customCode), 0)
-def OperatorCodeAddVersion(builder, version): builder.PrependInt32Slot(2, version, 1)
-def OperatorCodeAddBuiltinCode(builder, builtinCode): builder.PrependInt32Slot(3, builtinCode, 0)
-def OperatorCodeEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(4)
+def OperatorCodeStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddDeprecatedBuiltinCode(builder, deprecatedBuiltinCode): builder.PrependInt8Slot(0, deprecatedBuiltinCode, 0)
+def OperatorCodeAddDeprecatedBuiltinCode(builder, deprecatedBuiltinCode):
+    """This method is deprecated. Please switch to AddDeprecatedBuiltinCode."""
+    return AddDeprecatedBuiltinCode(builder, deprecatedBuiltinCode)
+def AddCustomCode(builder, customCode): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(customCode), 0)
+def OperatorCodeAddCustomCode(builder, customCode):
+    """This method is deprecated. Please switch to AddCustomCode."""
+    return AddCustomCode(builder, customCode)
+def AddVersion(builder, version): builder.PrependInt32Slot(2, version, 1)
+def OperatorCodeAddVersion(builder, version):
+    """This method is deprecated. Please switch to AddVersion."""
+    return AddVersion(builder, version)
+def AddBuiltinCode(builder, builtinCode): builder.PrependInt32Slot(3, builtinCode, 0)
+def OperatorCodeAddBuiltinCode(builder, builtinCode):
+    """This method is deprecated. Please switch to AddBuiltinCode."""
+    return AddBuiltinCode(builder, builtinCode)
+def End(builder): return builder.EndObject()
+def OperatorCodeEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/PackOptions.py b/ethosu/vela/tflite/PackOptions.py
index 6a8ee2bb..89bf80aa 100644
--- a/ethosu/vela/tflite/PackOptions.py
+++ b/ethosu/vela/tflite/PackOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class PackOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsPackOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = PackOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsPackOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def PackOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # PackOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class PackOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def PackOptionsStart(builder): builder.StartObject(2)
-def PackOptionsAddValuesCount(builder, valuesCount): builder.PrependInt32Slot(0, valuesCount, 0)
-def PackOptionsAddAxis(builder, axis): builder.PrependInt32Slot(1, axis, 0)
-def PackOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def PackOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddValuesCount(builder, valuesCount): builder.PrependInt32Slot(0, valuesCount, 0)
+def PackOptionsAddValuesCount(builder, valuesCount):
+    """This method is deprecated. Please switch to AddValuesCount."""
+    return AddValuesCount(builder, valuesCount)
+def AddAxis(builder, axis): builder.PrependInt32Slot(1, axis, 0)
+def PackOptionsAddAxis(builder, axis):
+    """This method is deprecated. Please switch to AddAxis."""
+    return AddAxis(builder, axis)
+def End(builder): return builder.EndObject()
+def PackOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/PadOptions.py b/ethosu/vela/tflite/PadOptions.py
index d0833c68..5a336bf1 100644
--- a/ethosu/vela/tflite/PadOptions.py
+++ b/ethosu/vela/tflite/PadOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class PadOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsPadOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = PadOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsPadOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def PadOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # PadOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def PadOptionsStart(builder): builder.StartObject(0)
-def PadOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def PadOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def PadOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/PadV2Options.py b/ethosu/vela/tflite/PadV2Options.py
index 5ea0d70c..62bfbc78 100644
--- a/ethosu/vela/tflite/PadV2Options.py
+++ b/ethosu/vela/tflite/PadV2Options.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class PadV2Options(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsPadV2Options(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = PadV2Options()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsPadV2Options(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def PadV2OptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # PadV2Options
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def PadV2OptionsStart(builder): builder.StartObject(0)
-def PadV2OptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def PadV2OptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def PadV2OptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/Pool2DOptions.py b/ethosu/vela/tflite/Pool2DOptions.py
index b8b9f178..e7e16237 100644
--- a/ethosu/vela/tflite/Pool2DOptions.py
+++ b/ethosu/vela/tflite/Pool2DOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class Pool2DOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsPool2DOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = Pool2DOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsPool2DOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def Pool2DOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # Pool2DOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -60,11 +70,35 @@ class Pool2DOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
         return 0
 
-def Pool2DOptionsStart(builder): builder.StartObject(6)
-def Pool2DOptionsAddPadding(builder, padding): builder.PrependInt8Slot(0, padding, 0)
-def Pool2DOptionsAddStrideW(builder, strideW): builder.PrependInt32Slot(1, strideW, 0)
-def Pool2DOptionsAddStrideH(builder, strideH): builder.PrependInt32Slot(2, strideH, 0)
-def Pool2DOptionsAddFilterWidth(builder, filterWidth): builder.PrependInt32Slot(3, filterWidth, 0)
-def Pool2DOptionsAddFilterHeight(builder, filterHeight): builder.PrependInt32Slot(4, filterHeight, 0)
-def Pool2DOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(5, fusedActivationFunction, 0)
-def Pool2DOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(6)
+def Pool2DOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddPadding(builder, padding): builder.PrependInt8Slot(0, padding, 0)
+def Pool2DOptionsAddPadding(builder, padding):
+    """This method is deprecated. Please switch to AddPadding."""
+    return AddPadding(builder, padding)
+def AddStrideW(builder, strideW): builder.PrependInt32Slot(1, strideW, 0)
+def Pool2DOptionsAddStrideW(builder, strideW):
+    """This method is deprecated. Please switch to AddStrideW."""
+    return AddStrideW(builder, strideW)
+def AddStrideH(builder, strideH): builder.PrependInt32Slot(2, strideH, 0)
+def Pool2DOptionsAddStrideH(builder, strideH):
+    """This method is deprecated. Please switch to AddStrideH."""
+    return AddStrideH(builder, strideH)
+def AddFilterWidth(builder, filterWidth): builder.PrependInt32Slot(3, filterWidth, 0)
+def Pool2DOptionsAddFilterWidth(builder, filterWidth):
+    """This method is deprecated. Please switch to AddFilterWidth."""
+    return AddFilterWidth(builder, filterWidth)
+def AddFilterHeight(builder, filterHeight): builder.PrependInt32Slot(4, filterHeight, 0)
+def Pool2DOptionsAddFilterHeight(builder, filterHeight):
+    """This method is deprecated. Please switch to AddFilterHeight."""
+    return AddFilterHeight(builder, filterHeight)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(5, fusedActivationFunction, 0)
+def Pool2DOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def End(builder): return builder.EndObject()
+def Pool2DOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/PowOptions.py b/ethosu/vela/tflite/PowOptions.py
index 666ca488..0ce6adec 100644
--- a/ethosu/vela/tflite/PowOptions.py
+++ b/ethosu/vela/tflite/PowOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class PowOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsPowOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = PowOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsPowOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def PowOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # PowOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def PowOptionsStart(builder): builder.StartObject(0)
-def PowOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def PowOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def PowOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/QuantizationParameters.py b/ethosu/vela/tflite/QuantizationParameters.py
index fcd686cf..8b6a35e5 100644
--- a/ethosu/vela/tflite/QuantizationParameters.py
+++ b/ethosu/vela/tflite/QuantizationParameters.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class QuantizationParameters(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsQuantizationParameters(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = QuantizationParameters()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsQuantizationParameters(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def QuantizationParametersBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # QuantizationParameters
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -41,6 +51,11 @@ class QuantizationParameters(object):
         return 0
 
     # QuantizationParameters
+    def MinIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
+        return o == 0
+
+    # QuantizationParameters
     def Max(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(6))
         if o != 0:
@@ -63,6 +78,11 @@ class QuantizationParameters(object):
         return 0
 
     # QuantizationParameters
+    def MaxIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(6))
+        return o == 0
+
+    # QuantizationParameters
     def Scale(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(8))
         if o != 0:
@@ -85,6 +105,11 @@ class QuantizationParameters(object):
         return 0
 
     # QuantizationParameters
+    def ScaleIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(8))
+        return o == 0
+
+    # QuantizationParameters
     def ZeroPoint(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(10))
         if o != 0:
@@ -107,6 +132,11 @@ class QuantizationParameters(object):
         return 0
 
     # QuantizationParameters
+    def ZeroPointIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(10))
+        return o == 0
+
+    # QuantizationParameters
     def DetailsType(self):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(12))
         if o != 0:
@@ -130,16 +160,55 @@ class QuantizationParameters(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def QuantizationParametersStart(builder): builder.StartObject(7)
-def QuantizationParametersAddMin(builder, min): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(min), 0)
-def QuantizationParametersStartMinVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def QuantizationParametersAddMax(builder, max): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(max), 0)
-def QuantizationParametersStartMaxVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def QuantizationParametersAddScale(builder, scale): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(scale), 0)
-def QuantizationParametersStartScaleVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def QuantizationParametersAddZeroPoint(builder, zeroPoint): builder.PrependUOffsetTRelativeSlot(3, flatbuffers.number_types.UOffsetTFlags.py_type(zeroPoint), 0)
-def QuantizationParametersStartZeroPointVector(builder, numElems): return builder.StartVector(8, numElems, 8)
-def QuantizationParametersAddDetailsType(builder, detailsType): builder.PrependUint8Slot(4, detailsType, 0)
-def QuantizationParametersAddDetails(builder, details): builder.PrependUOffsetTRelativeSlot(5, flatbuffers.number_types.UOffsetTFlags.py_type(details), 0)
-def QuantizationParametersAddQuantizedDimension(builder, quantizedDimension): builder.PrependInt32Slot(6, quantizedDimension, 0)
-def QuantizationParametersEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(7)
+def QuantizationParametersStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddMin(builder, min): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(min), 0)
+def QuantizationParametersAddMin(builder, min):
+    """This method is deprecated. Please switch to AddMin."""
+    return AddMin(builder, min)
+def StartMinVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def QuantizationParametersStartMinVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartMinVector(builder, numElems)
+def AddMax(builder, max): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(max), 0)
+def QuantizationParametersAddMax(builder, max):
+    """This method is deprecated. Please switch to AddMax."""
+    return AddMax(builder, max)
+def StartMaxVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def QuantizationParametersStartMaxVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartMaxVector(builder, numElems)
+def AddScale(builder, scale): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(scale), 0)
+def QuantizationParametersAddScale(builder, scale):
+    """This method is deprecated. Please switch to AddScale."""
+    return AddScale(builder, scale)
+def StartScaleVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def QuantizationParametersStartScaleVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartScaleVector(builder, numElems)
+def AddZeroPoint(builder, zeroPoint): builder.PrependUOffsetTRelativeSlot(3, flatbuffers.number_types.UOffsetTFlags.py_type(zeroPoint), 0)
+def QuantizationParametersAddZeroPoint(builder, zeroPoint):
+    """This method is deprecated. Please switch to AddZeroPoint."""
+    return AddZeroPoint(builder, zeroPoint)
+def StartZeroPointVector(builder, numElems): return builder.StartVector(8, numElems, 8)
+def QuantizationParametersStartZeroPointVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartZeroPointVector(builder, numElems)
+def AddDetailsType(builder, detailsType): builder.PrependUint8Slot(4, detailsType, 0)
+def QuantizationParametersAddDetailsType(builder, detailsType):
+    """This method is deprecated. Please switch to AddDetailsType."""
+    return AddDetailsType(builder, detailsType)
+def AddDetails(builder, details): builder.PrependUOffsetTRelativeSlot(5, flatbuffers.number_types.UOffsetTFlags.py_type(details), 0)
+def QuantizationParametersAddDetails(builder, details):
+    """This method is deprecated. Please switch to AddDetails."""
+    return AddDetails(builder, details)
+def AddQuantizedDimension(builder, quantizedDimension): builder.PrependInt32Slot(6, quantizedDimension, 0)
+def QuantizationParametersAddQuantizedDimension(builder, quantizedDimension):
+    """This method is deprecated. Please switch to AddQuantizedDimension."""
+    return AddQuantizedDimension(builder, quantizedDimension)
+def End(builder): return builder.EndObject()
+def QuantizationParametersEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/QuantizeOptions.py b/ethosu/vela/tflite/QuantizeOptions.py
index 28af8cc9..404a2cfc 100644
--- a/ethosu/vela/tflite/QuantizeOptions.py
+++ b/ethosu/vela/tflite/QuantizeOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class QuantizeOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsQuantizeOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = QuantizeOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsQuantizeOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def QuantizeOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # QuantizeOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def QuantizeOptionsStart(builder): builder.StartObject(0)
-def QuantizeOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def QuantizeOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def QuantizeOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/RNNOptions.py b/ethosu/vela/tflite/RNNOptions.py
index 397d716f..67c48011 100644
--- a/ethosu/vela/tflite/RNNOptions.py
+++ b/ethosu/vela/tflite/RNNOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class RNNOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsRNNOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = RNNOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsRNNOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def RNNOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # RNNOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class RNNOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def RNNOptionsStart(builder): builder.StartObject(2)
-def RNNOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
-def RNNOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(1, asymmetricQuantizeInputs, 0)
-def RNNOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def RNNOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
+def RNNOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(1, asymmetricQuantizeInputs, 0)
+def RNNOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs):
+    """This method is deprecated. Please switch to AddAsymmetricQuantizeInputs."""
+    return AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs)
+def End(builder): return builder.EndObject()
+def RNNOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/RandomOptions.py b/ethosu/vela/tflite/RandomOptions.py
index 18ffc5fb..e9411ffd 100644
--- a/ethosu/vela/tflite/RandomOptions.py
+++ b/ethosu/vela/tflite/RandomOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class RandomOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsRandomOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = RandomOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsRandomOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def RandomOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # RandomOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class RandomOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int64Flags, o + self._tab.Pos)
         return 0
 
-def RandomOptionsStart(builder): builder.StartObject(2)
-def RandomOptionsAddSeed(builder, seed): builder.PrependInt64Slot(0, seed, 0)
-def RandomOptionsAddSeed2(builder, seed2): builder.PrependInt64Slot(1, seed2, 0)
-def RandomOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def RandomOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddSeed(builder, seed): builder.PrependInt64Slot(0, seed, 0)
+def RandomOptionsAddSeed(builder, seed):
+    """This method is deprecated. Please switch to AddSeed."""
+    return AddSeed(builder, seed)
+def AddSeed2(builder, seed2): builder.PrependInt64Slot(1, seed2, 0)
+def RandomOptionsAddSeed2(builder, seed2):
+    """This method is deprecated. Please switch to AddSeed2."""
+    return AddSeed2(builder, seed2)
+def End(builder): return builder.EndObject()
+def RandomOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/RangeOptions.py b/ethosu/vela/tflite/RangeOptions.py
index cb705b57..fdc73176 100644
--- a/ethosu/vela/tflite/RangeOptions.py
+++ b/ethosu/vela/tflite/RangeOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class RangeOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsRangeOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = RangeOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsRangeOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def RangeOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # RangeOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def RangeOptionsStart(builder): builder.StartObject(0)
-def RangeOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def RangeOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def RangeOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/RankOptions.py b/ethosu/vela/tflite/RankOptions.py
index 4e4a5ecd..64ea9979 100644
--- a/ethosu/vela/tflite/RankOptions.py
+++ b/ethosu/vela/tflite/RankOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class RankOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsRankOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = RankOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsRankOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def RankOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # RankOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def RankOptionsStart(builder): builder.StartObject(0)
-def RankOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def RankOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def RankOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ReadVariableOptions.py b/ethosu/vela/tflite/ReadVariableOptions.py
index 6484ef2f..468ad27a 100644
--- a/ethosu/vela/tflite/ReadVariableOptions.py
+++ b/ethosu/vela/tflite/ReadVariableOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ReadVariableOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsReadVariableOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ReadVariableOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsReadVariableOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ReadVariableOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ReadVariableOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def ReadVariableOptionsStart(builder): builder.StartObject(0)
-def ReadVariableOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def ReadVariableOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def ReadVariableOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ReducerOptions.py b/ethosu/vela/tflite/ReducerOptions.py
index 93bbde17..45318056 100644
--- a/ethosu/vela/tflite/ReducerOptions.py
+++ b/ethosu/vela/tflite/ReducerOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ReducerOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsReducerOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ReducerOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsReducerOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ReducerOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ReducerOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class ReducerOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def ReducerOptionsStart(builder): builder.StartObject(1)
-def ReducerOptionsAddKeepDims(builder, keepDims): builder.PrependBoolSlot(0, keepDims, 0)
-def ReducerOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def ReducerOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddKeepDims(builder, keepDims): builder.PrependBoolSlot(0, keepDims, 0)
+def ReducerOptionsAddKeepDims(builder, keepDims):
+    """This method is deprecated. Please switch to AddKeepDims."""
+    return AddKeepDims(builder, keepDims)
+def End(builder): return builder.EndObject()
+def ReducerOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ReshapeOptions.py b/ethosu/vela/tflite/ReshapeOptions.py
index 157d45d9..204fa69b 100644
--- a/ethosu/vela/tflite/ReshapeOptions.py
+++ b/ethosu/vela/tflite/ReshapeOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ReshapeOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsReshapeOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ReshapeOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsReshapeOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ReshapeOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ReshapeOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -40,7 +50,24 @@ class ReshapeOptions(object):
             return self._tab.VectorLen(o)
         return 0
 
-def ReshapeOptionsStart(builder): builder.StartObject(1)
-def ReshapeOptionsAddNewShape(builder, newShape): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(newShape), 0)
-def ReshapeOptionsStartNewShapeVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def ReshapeOptionsEnd(builder): return builder.EndObject()
+    # ReshapeOptions
+    def NewShapeIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
+        return o == 0
+
+def Start(builder): builder.StartObject(1)
+def ReshapeOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddNewShape(builder, newShape): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(newShape), 0)
+def ReshapeOptionsAddNewShape(builder, newShape):
+    """This method is deprecated. Please switch to AddNewShape."""
+    return AddNewShape(builder, newShape)
+def StartNewShapeVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def ReshapeOptionsStartNewShapeVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartNewShapeVector(builder, numElems)
+def End(builder): return builder.EndObject()
+def ReshapeOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ResizeBilinearOptions.py b/ethosu/vela/tflite/ResizeBilinearOptions.py
index fb05ca4b..ce7fe451 100644
--- a/ethosu/vela/tflite/ResizeBilinearOptions.py
+++ b/ethosu/vela/tflite/ResizeBilinearOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ResizeBilinearOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsResizeBilinearOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ResizeBilinearOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsResizeBilinearOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ResizeBilinearOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ResizeBilinearOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class ResizeBilinearOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def ResizeBilinearOptionsStart(builder): builder.StartObject(4)
-def ResizeBilinearOptionsAddAlignCorners(builder, alignCorners): builder.PrependBoolSlot(2, alignCorners, 0)
-def ResizeBilinearOptionsAddHalfPixelCenters(builder, halfPixelCenters): builder.PrependBoolSlot(3, halfPixelCenters, 0)
-def ResizeBilinearOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(4)
+def ResizeBilinearOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddAlignCorners(builder, alignCorners): builder.PrependBoolSlot(2, alignCorners, 0)
+def ResizeBilinearOptionsAddAlignCorners(builder, alignCorners):
+    """This method is deprecated. Please switch to AddAlignCorners."""
+    return AddAlignCorners(builder, alignCorners)
+def AddHalfPixelCenters(builder, halfPixelCenters): builder.PrependBoolSlot(3, halfPixelCenters, 0)
+def ResizeBilinearOptionsAddHalfPixelCenters(builder, halfPixelCenters):
+    """This method is deprecated. Please switch to AddHalfPixelCenters."""
+    return AddHalfPixelCenters(builder, halfPixelCenters)
+def End(builder): return builder.EndObject()
+def ResizeBilinearOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ResizeNearestNeighborOptions.py b/ethosu/vela/tflite/ResizeNearestNeighborOptions.py
index e2642cef..4eeba35a 100644
--- a/ethosu/vela/tflite/ResizeNearestNeighborOptions.py
+++ b/ethosu/vela/tflite/ResizeNearestNeighborOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ResizeNearestNeighborOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsResizeNearestNeighborOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ResizeNearestNeighborOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsResizeNearestNeighborOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ResizeNearestNeighborOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ResizeNearestNeighborOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class ResizeNearestNeighborOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def ResizeNearestNeighborOptionsStart(builder): builder.StartObject(2)
-def ResizeNearestNeighborOptionsAddAlignCorners(builder, alignCorners): builder.PrependBoolSlot(0, alignCorners, 0)
-def ResizeNearestNeighborOptionsAddHalfPixelCenters(builder, halfPixelCenters): builder.PrependBoolSlot(1, halfPixelCenters, 0)
-def ResizeNearestNeighborOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def ResizeNearestNeighborOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddAlignCorners(builder, alignCorners): builder.PrependBoolSlot(0, alignCorners, 0)
+def ResizeNearestNeighborOptionsAddAlignCorners(builder, alignCorners):
+    """This method is deprecated. Please switch to AddAlignCorners."""
+    return AddAlignCorners(builder, alignCorners)
+def AddHalfPixelCenters(builder, halfPixelCenters): builder.PrependBoolSlot(1, halfPixelCenters, 0)
+def ResizeNearestNeighborOptionsAddHalfPixelCenters(builder, halfPixelCenters):
+    """This method is deprecated. Please switch to AddHalfPixelCenters."""
+    return AddHalfPixelCenters(builder, halfPixelCenters)
+def End(builder): return builder.EndObject()
+def ResizeNearestNeighborOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ReverseSequenceOptions.py b/ethosu/vela/tflite/ReverseSequenceOptions.py
index cbaf96db..e4b00288 100644
--- a/ethosu/vela/tflite/ReverseSequenceOptions.py
+++ b/ethosu/vela/tflite/ReverseSequenceOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ReverseSequenceOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsReverseSequenceOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ReverseSequenceOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsReverseSequenceOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ReverseSequenceOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ReverseSequenceOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class ReverseSequenceOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def ReverseSequenceOptionsStart(builder): builder.StartObject(2)
-def ReverseSequenceOptionsAddSeqDim(builder, seqDim): builder.PrependInt32Slot(0, seqDim, 0)
-def ReverseSequenceOptionsAddBatchDim(builder, batchDim): builder.PrependInt32Slot(1, batchDim, 0)
-def ReverseSequenceOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def ReverseSequenceOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddSeqDim(builder, seqDim): builder.PrependInt32Slot(0, seqDim, 0)
+def ReverseSequenceOptionsAddSeqDim(builder, seqDim):
+    """This method is deprecated. Please switch to AddSeqDim."""
+    return AddSeqDim(builder, seqDim)
+def AddBatchDim(builder, batchDim): builder.PrependInt32Slot(1, batchDim, 0)
+def ReverseSequenceOptionsAddBatchDim(builder, batchDim):
+    """This method is deprecated. Please switch to AddBatchDim."""
+    return AddBatchDim(builder, batchDim)
+def End(builder): return builder.EndObject()
+def ReverseSequenceOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ReverseV2Options.py b/ethosu/vela/tflite/ReverseV2Options.py
index dbac9362..9dae7acf 100644
--- a/ethosu/vela/tflite/ReverseV2Options.py
+++ b/ethosu/vela/tflite/ReverseV2Options.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ReverseV2Options(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsReverseV2Options(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ReverseV2Options()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsReverseV2Options(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ReverseV2OptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ReverseV2Options
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def ReverseV2OptionsStart(builder): builder.StartObject(0)
-def ReverseV2OptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def ReverseV2OptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def ReverseV2OptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/Rfft2dOptions.py b/ethosu/vela/tflite/Rfft2dOptions.py
index f4f2bf3f..ab91a882 100644
--- a/ethosu/vela/tflite/Rfft2dOptions.py
+++ b/ethosu/vela/tflite/Rfft2dOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class Rfft2dOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsRfft2dOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = Rfft2dOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsRfft2dOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def Rfft2dOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # Rfft2dOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def Rfft2dOptionsStart(builder): builder.StartObject(0)
-def Rfft2dOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def Rfft2dOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def Rfft2dOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SVDFOptions.py b/ethosu/vela/tflite/SVDFOptions.py
index e4b34611..3b45b6af 100644
--- a/ethosu/vela/tflite/SVDFOptions.py
+++ b/ethosu/vela/tflite/SVDFOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SVDFOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSVDFOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SVDFOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSVDFOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SVDFOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SVDFOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -39,8 +49,23 @@ class SVDFOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def SVDFOptionsStart(builder): builder.StartObject(3)
-def SVDFOptionsAddRank(builder, rank): builder.PrependInt32Slot(0, rank, 0)
-def SVDFOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(1, fusedActivationFunction, 0)
-def SVDFOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(2, asymmetricQuantizeInputs, 0)
-def SVDFOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(3)
+def SVDFOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddRank(builder, rank): builder.PrependInt32Slot(0, rank, 0)
+def SVDFOptionsAddRank(builder, rank):
+    """This method is deprecated. Please switch to AddRank."""
+    return AddRank(builder, rank)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(1, fusedActivationFunction, 0)
+def SVDFOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(2, asymmetricQuantizeInputs, 0)
+def SVDFOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs):
+    """This method is deprecated. Please switch to AddAsymmetricQuantizeInputs."""
+    return AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs)
+def End(builder): return builder.EndObject()
+def SVDFOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ScatterNdOptions.py b/ethosu/vela/tflite/ScatterNdOptions.py
index e6bf3a11..93affc9f 100644
--- a/ethosu/vela/tflite/ScatterNdOptions.py
+++ b/ethosu/vela/tflite/ScatterNdOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ScatterNdOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsScatterNdOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ScatterNdOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsScatterNdOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ScatterNdOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ScatterNdOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def ScatterNdOptionsStart(builder): builder.StartObject(0)
-def ScatterNdOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def ScatterNdOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def ScatterNdOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SegmentSumOptions.py b/ethosu/vela/tflite/SegmentSumOptions.py
index d1c32133..482a35a0 100644
--- a/ethosu/vela/tflite/SegmentSumOptions.py
+++ b/ethosu/vela/tflite/SegmentSumOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SegmentSumOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSegmentSumOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SegmentSumOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSegmentSumOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SegmentSumOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SegmentSumOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def SegmentSumOptionsStart(builder): builder.StartObject(0)
-def SegmentSumOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def SegmentSumOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def SegmentSumOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SelectOptions.py b/ethosu/vela/tflite/SelectOptions.py
index d67daf36..039a5189 100644
--- a/ethosu/vela/tflite/SelectOptions.py
+++ b/ethosu/vela/tflite/SelectOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SelectOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSelectOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SelectOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSelectOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SelectOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SelectOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def SelectOptionsStart(builder): builder.StartObject(0)
-def SelectOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def SelectOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def SelectOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SelectV2Options.py b/ethosu/vela/tflite/SelectV2Options.py
index 5d03fc2d..b123872c 100644
--- a/ethosu/vela/tflite/SelectV2Options.py
+++ b/ethosu/vela/tflite/SelectV2Options.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SelectV2Options(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSelectV2Options(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SelectV2Options()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSelectV2Options(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SelectV2OptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SelectV2Options
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def SelectV2OptionsStart(builder): builder.StartObject(0)
-def SelectV2OptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def SelectV2OptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def SelectV2OptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SequenceRNNOptions.py b/ethosu/vela/tflite/SequenceRNNOptions.py
index 16eaf090..668acca6 100644
--- a/ethosu/vela/tflite/SequenceRNNOptions.py
+++ b/ethosu/vela/tflite/SequenceRNNOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SequenceRNNOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSequenceRNNOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SequenceRNNOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSequenceRNNOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SequenceRNNOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SequenceRNNOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -39,8 +49,23 @@ class SequenceRNNOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def SequenceRNNOptionsStart(builder): builder.StartObject(3)
-def SequenceRNNOptionsAddTimeMajor(builder, timeMajor): builder.PrependBoolSlot(0, timeMajor, 0)
-def SequenceRNNOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(1, fusedActivationFunction, 0)
-def SequenceRNNOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(2, asymmetricQuantizeInputs, 0)
-def SequenceRNNOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(3)
+def SequenceRNNOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddTimeMajor(builder, timeMajor): builder.PrependBoolSlot(0, timeMajor, 0)
+def SequenceRNNOptionsAddTimeMajor(builder, timeMajor):
+    """This method is deprecated. Please switch to AddTimeMajor."""
+    return AddTimeMajor(builder, timeMajor)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(1, fusedActivationFunction, 0)
+def SequenceRNNOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(2, asymmetricQuantizeInputs, 0)
+def SequenceRNNOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs):
+    """This method is deprecated. Please switch to AddAsymmetricQuantizeInputs."""
+    return AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs)
+def End(builder): return builder.EndObject()
+def SequenceRNNOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ShapeOptions.py b/ethosu/vela/tflite/ShapeOptions.py
index 2d24c05f..92079352 100644
--- a/ethosu/vela/tflite/ShapeOptions.py
+++ b/ethosu/vela/tflite/ShapeOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ShapeOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsShapeOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ShapeOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsShapeOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ShapeOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ShapeOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class ShapeOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
         return 0
 
-def ShapeOptionsStart(builder): builder.StartObject(1)
-def ShapeOptionsAddOutType(builder, outType): builder.PrependInt8Slot(0, outType, 0)
-def ShapeOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def ShapeOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddOutType(builder, outType): builder.PrependInt8Slot(0, outType, 0)
+def ShapeOptionsAddOutType(builder, outType):
+    """This method is deprecated. Please switch to AddOutType."""
+    return AddOutType(builder, outType)
+def End(builder): return builder.EndObject()
+def ShapeOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SignatureDef.py b/ethosu/vela/tflite/SignatureDef.py
index b9394a46..f75494b5 100644
--- a/ethosu/vela/tflite/SignatureDef.py
+++ b/ethosu/vela/tflite/SignatureDef.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SignatureDef(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSignatureDef(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SignatureDef()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSignatureDef(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SignatureDefBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SignatureDef
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -39,6 +49,11 @@ class SignatureDef(object):
         return 0
 
     # SignatureDef
+    def InputsIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
+        return o == 0
+
+    # SignatureDef
     def Outputs(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(6))
         if o != 0:
@@ -59,6 +74,11 @@ class SignatureDef(object):
         return 0
 
     # SignatureDef
+    def OutputsIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(6))
+        return o == 0
+
+    # SignatureDef
     def SignatureKey(self):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(8))
         if o != 0:
@@ -72,11 +92,35 @@ class SignatureDef(object):
             return self._tab.Get(flatbuffers.number_types.Uint32Flags, o + self._tab.Pos)
         return 0
 
-def SignatureDefStart(builder): builder.StartObject(5)
-def SignatureDefAddInputs(builder, inputs): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(inputs), 0)
-def SignatureDefStartInputsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def SignatureDefAddOutputs(builder, outputs): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(outputs), 0)
-def SignatureDefStartOutputsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def SignatureDefAddSignatureKey(builder, signatureKey): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(signatureKey), 0)
-def SignatureDefAddSubgraphIndex(builder, subgraphIndex): builder.PrependUint32Slot(4, subgraphIndex, 0)
-def SignatureDefEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(5)
+def SignatureDefStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddInputs(builder, inputs): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(inputs), 0)
+def SignatureDefAddInputs(builder, inputs):
+    """This method is deprecated. Please switch to AddInputs."""
+    return AddInputs(builder, inputs)
+def StartInputsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def SignatureDefStartInputsVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartInputsVector(builder, numElems)
+def AddOutputs(builder, outputs): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(outputs), 0)
+def SignatureDefAddOutputs(builder, outputs):
+    """This method is deprecated. Please switch to AddOutputs."""
+    return AddOutputs(builder, outputs)
+def StartOutputsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def SignatureDefStartOutputsVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartOutputsVector(builder, numElems)
+def AddSignatureKey(builder, signatureKey): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(signatureKey), 0)
+def SignatureDefAddSignatureKey(builder, signatureKey):
+    """This method is deprecated. Please switch to AddSignatureKey."""
+    return AddSignatureKey(builder, signatureKey)
+def AddSubgraphIndex(builder, subgraphIndex): builder.PrependUint32Slot(4, subgraphIndex, 0)
+def SignatureDefAddSubgraphIndex(builder, subgraphIndex):
+    """This method is deprecated. Please switch to AddSubgraphIndex."""
+    return AddSubgraphIndex(builder, subgraphIndex)
+def End(builder): return builder.EndObject()
+def SignatureDefEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SkipGramOptions.py b/ethosu/vela/tflite/SkipGramOptions.py
index 0e8bdc1d..c1173a58 100644
--- a/ethosu/vela/tflite/SkipGramOptions.py
+++ b/ethosu/vela/tflite/SkipGramOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SkipGramOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSkipGramOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SkipGramOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSkipGramOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SkipGramOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SkipGramOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -39,8 +49,23 @@ class SkipGramOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def SkipGramOptionsStart(builder): builder.StartObject(3)
-def SkipGramOptionsAddNgramSize(builder, ngramSize): builder.PrependInt32Slot(0, ngramSize, 0)
-def SkipGramOptionsAddMaxSkipSize(builder, maxSkipSize): builder.PrependInt32Slot(1, maxSkipSize, 0)
-def SkipGramOptionsAddIncludeAllNgrams(builder, includeAllNgrams): builder.PrependBoolSlot(2, includeAllNgrams, 0)
-def SkipGramOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(3)
+def SkipGramOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddNgramSize(builder, ngramSize): builder.PrependInt32Slot(0, ngramSize, 0)
+def SkipGramOptionsAddNgramSize(builder, ngramSize):
+    """This method is deprecated. Please switch to AddNgramSize."""
+    return AddNgramSize(builder, ngramSize)
+def AddMaxSkipSize(builder, maxSkipSize): builder.PrependInt32Slot(1, maxSkipSize, 0)
+def SkipGramOptionsAddMaxSkipSize(builder, maxSkipSize):
+    """This method is deprecated. Please switch to AddMaxSkipSize."""
+    return AddMaxSkipSize(builder, maxSkipSize)
+def AddIncludeAllNgrams(builder, includeAllNgrams): builder.PrependBoolSlot(2, includeAllNgrams, 0)
+def SkipGramOptionsAddIncludeAllNgrams(builder, includeAllNgrams):
+    """This method is deprecated. Please switch to AddIncludeAllNgrams."""
+    return AddIncludeAllNgrams(builder, includeAllNgrams)
+def End(builder): return builder.EndObject()
+def SkipGramOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SliceOptions.py b/ethosu/vela/tflite/SliceOptions.py
index 4b41568d..83a57106 100644
--- a/ethosu/vela/tflite/SliceOptions.py
+++ b/ethosu/vela/tflite/SliceOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SliceOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSliceOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SliceOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSliceOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SliceOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SliceOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def SliceOptionsStart(builder): builder.StartObject(0)
-def SliceOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def SliceOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def SliceOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SoftmaxOptions.py b/ethosu/vela/tflite/SoftmaxOptions.py
index a7168534..43dd7e62 100644
--- a/ethosu/vela/tflite/SoftmaxOptions.py
+++ b/ethosu/vela/tflite/SoftmaxOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SoftmaxOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSoftmaxOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SoftmaxOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSoftmaxOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SoftmaxOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SoftmaxOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class SoftmaxOptions(object):
             return self._tab.Get(flatbuffers.number_types.Float32Flags, o + self._tab.Pos)
         return 0.0
 
-def SoftmaxOptionsStart(builder): builder.StartObject(1)
-def SoftmaxOptionsAddBeta(builder, beta): builder.PrependFloat32Slot(0, beta, 0.0)
-def SoftmaxOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def SoftmaxOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddBeta(builder, beta): builder.PrependFloat32Slot(0, beta, 0.0)
+def SoftmaxOptionsAddBeta(builder, beta):
+    """This method is deprecated. Please switch to AddBeta."""
+    return AddBeta(builder, beta)
+def End(builder): return builder.EndObject()
+def SoftmaxOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SpaceToBatchNDOptions.py b/ethosu/vela/tflite/SpaceToBatchNDOptions.py
index b61ef96f..02ede8a8 100644
--- a/ethosu/vela/tflite/SpaceToBatchNDOptions.py
+++ b/ethosu/vela/tflite/SpaceToBatchNDOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SpaceToBatchNDOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSpaceToBatchNDOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SpaceToBatchNDOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSpaceToBatchNDOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SpaceToBatchNDOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SpaceToBatchNDOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def SpaceToBatchNDOptionsStart(builder): builder.StartObject(0)
-def SpaceToBatchNDOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def SpaceToBatchNDOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def SpaceToBatchNDOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SpaceToDepthOptions.py b/ethosu/vela/tflite/SpaceToDepthOptions.py
index d571174a..49756cda 100644
--- a/ethosu/vela/tflite/SpaceToDepthOptions.py
+++ b/ethosu/vela/tflite/SpaceToDepthOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SpaceToDepthOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSpaceToDepthOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SpaceToDepthOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSpaceToDepthOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SpaceToDepthOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SpaceToDepthOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class SpaceToDepthOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def SpaceToDepthOptionsStart(builder): builder.StartObject(1)
-def SpaceToDepthOptionsAddBlockSize(builder, blockSize): builder.PrependInt32Slot(0, blockSize, 0)
-def SpaceToDepthOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def SpaceToDepthOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddBlockSize(builder, blockSize): builder.PrependInt32Slot(0, blockSize, 0)
+def SpaceToDepthOptionsAddBlockSize(builder, blockSize):
+    """This method is deprecated. Please switch to AddBlockSize."""
+    return AddBlockSize(builder, blockSize)
+def End(builder): return builder.EndObject()
+def SpaceToDepthOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SparseToDenseOptions.py b/ethosu/vela/tflite/SparseToDenseOptions.py
index 826eee08..0cf22b45 100644
--- a/ethosu/vela/tflite/SparseToDenseOptions.py
+++ b/ethosu/vela/tflite/SparseToDenseOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SparseToDenseOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSparseToDenseOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SparseToDenseOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSparseToDenseOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SparseToDenseOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SparseToDenseOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class SparseToDenseOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def SparseToDenseOptionsStart(builder): builder.StartObject(1)
-def SparseToDenseOptionsAddValidateIndices(builder, validateIndices): builder.PrependBoolSlot(0, validateIndices, 0)
-def SparseToDenseOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def SparseToDenseOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddValidateIndices(builder, validateIndices): builder.PrependBoolSlot(0, validateIndices, 0)
+def SparseToDenseOptionsAddValidateIndices(builder, validateIndices):
+    """This method is deprecated. Please switch to AddValidateIndices."""
+    return AddValidateIndices(builder, validateIndices)
+def End(builder): return builder.EndObject()
+def SparseToDenseOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SparsityParameters.py b/ethosu/vela/tflite/SparsityParameters.py
index de550a67..5da46927 100644
--- a/ethosu/vela/tflite/SparsityParameters.py
+++ b/ethosu/vela/tflite/SparsityParameters.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SparsityParameters(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSparsityParameters(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SparsityParameters()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSparsityParameters(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SparsityParametersBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SparsityParameters
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -41,6 +51,11 @@ class SparsityParameters(object):
         return 0
 
     # SparsityParameters
+    def TraversalOrderIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
+        return o == 0
+
+    # SparsityParameters
     def BlockMap(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(6))
         if o != 0:
@@ -63,6 +78,11 @@ class SparsityParameters(object):
         return 0
 
     # SparsityParameters
+    def BlockMapIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(6))
+        return o == 0
+
+    # SparsityParameters
     def DimMetadata(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(8))
         if o != 0:
@@ -82,11 +102,40 @@ class SparsityParameters(object):
             return self._tab.VectorLen(o)
         return 0
 
-def SparsityParametersStart(builder): builder.StartObject(3)
-def SparsityParametersAddTraversalOrder(builder, traversalOrder): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(traversalOrder), 0)
-def SparsityParametersStartTraversalOrderVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def SparsityParametersAddBlockMap(builder, blockMap): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(blockMap), 0)
-def SparsityParametersStartBlockMapVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def SparsityParametersAddDimMetadata(builder, dimMetadata): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(dimMetadata), 0)
-def SparsityParametersStartDimMetadataVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def SparsityParametersEnd(builder): return builder.EndObject()
+    # SparsityParameters
+    def DimMetadataIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(8))
+        return o == 0
+
+def Start(builder): builder.StartObject(3)
+def SparsityParametersStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddTraversalOrder(builder, traversalOrder): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(traversalOrder), 0)
+def SparsityParametersAddTraversalOrder(builder, traversalOrder):
+    """This method is deprecated. Please switch to AddTraversalOrder."""
+    return AddTraversalOrder(builder, traversalOrder)
+def StartTraversalOrderVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def SparsityParametersStartTraversalOrderVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartTraversalOrderVector(builder, numElems)
+def AddBlockMap(builder, blockMap): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(blockMap), 0)
+def SparsityParametersAddBlockMap(builder, blockMap):
+    """This method is deprecated. Please switch to AddBlockMap."""
+    return AddBlockMap(builder, blockMap)
+def StartBlockMapVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def SparsityParametersStartBlockMapVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartBlockMapVector(builder, numElems)
+def AddDimMetadata(builder, dimMetadata): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(dimMetadata), 0)
+def SparsityParametersAddDimMetadata(builder, dimMetadata):
+    """This method is deprecated. Please switch to AddDimMetadata."""
+    return AddDimMetadata(builder, dimMetadata)
+def StartDimMetadataVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def SparsityParametersStartDimMetadataVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartDimMetadataVector(builder, numElems)
+def End(builder): return builder.EndObject()
+def SparsityParametersEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SplitOptions.py b/ethosu/vela/tflite/SplitOptions.py
index 3207525b..b5ed2a43 100644
--- a/ethosu/vela/tflite/SplitOptions.py
+++ b/ethosu/vela/tflite/SplitOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SplitOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSplitOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SplitOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSplitOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SplitOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SplitOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class SplitOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def SplitOptionsStart(builder): builder.StartObject(1)
-def SplitOptionsAddNumSplits(builder, numSplits): builder.PrependInt32Slot(0, numSplits, 0)
-def SplitOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def SplitOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddNumSplits(builder, numSplits): builder.PrependInt32Slot(0, numSplits, 0)
+def SplitOptionsAddNumSplits(builder, numSplits):
+    """This method is deprecated. Please switch to AddNumSplits."""
+    return AddNumSplits(builder, numSplits)
+def End(builder): return builder.EndObject()
+def SplitOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SplitVOptions.py b/ethosu/vela/tflite/SplitVOptions.py
index 418959de..393b4ab2 100644
--- a/ethosu/vela/tflite/SplitVOptions.py
+++ b/ethosu/vela/tflite/SplitVOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SplitVOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSplitVOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SplitVOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSplitVOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SplitVOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SplitVOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class SplitVOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def SplitVOptionsStart(builder): builder.StartObject(1)
-def SplitVOptionsAddNumSplits(builder, numSplits): builder.PrependInt32Slot(0, numSplits, 0)
-def SplitVOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def SplitVOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddNumSplits(builder, numSplits): builder.PrependInt32Slot(0, numSplits, 0)
+def SplitVOptionsAddNumSplits(builder, numSplits):
+    """This method is deprecated. Please switch to AddNumSplits."""
+    return AddNumSplits(builder, numSplits)
+def End(builder): return builder.EndObject()
+def SplitVOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SquareOptions.py b/ethosu/vela/tflite/SquareOptions.py
index 56633f6a..e1b40f47 100644
--- a/ethosu/vela/tflite/SquareOptions.py
+++ b/ethosu/vela/tflite/SquareOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SquareOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSquareOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SquareOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSquareOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SquareOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SquareOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def SquareOptionsStart(builder): builder.StartObject(0)
-def SquareOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def SquareOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def SquareOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SquaredDifferenceOptions.py b/ethosu/vela/tflite/SquaredDifferenceOptions.py
index 906855d1..3b5bedf1 100644
--- a/ethosu/vela/tflite/SquaredDifferenceOptions.py
+++ b/ethosu/vela/tflite/SquaredDifferenceOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SquaredDifferenceOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSquaredDifferenceOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SquaredDifferenceOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSquaredDifferenceOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SquaredDifferenceOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SquaredDifferenceOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def SquaredDifferenceOptionsStart(builder): builder.StartObject(0)
-def SquaredDifferenceOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def SquaredDifferenceOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def SquaredDifferenceOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SqueezeOptions.py b/ethosu/vela/tflite/SqueezeOptions.py
index 25b294dc..c0840d29 100644
--- a/ethosu/vela/tflite/SqueezeOptions.py
+++ b/ethosu/vela/tflite/SqueezeOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SqueezeOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSqueezeOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SqueezeOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSqueezeOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SqueezeOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SqueezeOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -40,7 +50,24 @@ class SqueezeOptions(object):
             return self._tab.VectorLen(o)
         return 0
 
-def SqueezeOptionsStart(builder): builder.StartObject(1)
-def SqueezeOptionsAddSqueezeDims(builder, squeezeDims): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(squeezeDims), 0)
-def SqueezeOptionsStartSqueezeDimsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def SqueezeOptionsEnd(builder): return builder.EndObject()
+    # SqueezeOptions
+    def SqueezeDimsIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
+        return o == 0
+
+def Start(builder): builder.StartObject(1)
+def SqueezeOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddSqueezeDims(builder, squeezeDims): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(squeezeDims), 0)
+def SqueezeOptionsAddSqueezeDims(builder, squeezeDims):
+    """This method is deprecated. Please switch to AddSqueezeDims."""
+    return AddSqueezeDims(builder, squeezeDims)
+def StartSqueezeDimsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def SqueezeOptionsStartSqueezeDimsVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartSqueezeDimsVector(builder, numElems)
+def End(builder): return builder.EndObject()
+def SqueezeOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/StridedSliceOptions.py b/ethosu/vela/tflite/StridedSliceOptions.py
index 3bbb36b8..6e34fe57 100644
--- a/ethosu/vela/tflite/StridedSliceOptions.py
+++ b/ethosu/vela/tflite/StridedSliceOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class StridedSliceOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsStridedSliceOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = StridedSliceOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsStridedSliceOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def StridedSliceOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # StridedSliceOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -53,10 +63,31 @@ class StridedSliceOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def StridedSliceOptionsStart(builder): builder.StartObject(5)
-def StridedSliceOptionsAddBeginMask(builder, beginMask): builder.PrependInt32Slot(0, beginMask, 0)
-def StridedSliceOptionsAddEndMask(builder, endMask): builder.PrependInt32Slot(1, endMask, 0)
-def StridedSliceOptionsAddEllipsisMask(builder, ellipsisMask): builder.PrependInt32Slot(2, ellipsisMask, 0)
-def StridedSliceOptionsAddNewAxisMask(builder, newAxisMask): builder.PrependInt32Slot(3, newAxisMask, 0)
-def StridedSliceOptionsAddShrinkAxisMask(builder, shrinkAxisMask): builder.PrependInt32Slot(4, shrinkAxisMask, 0)
-def StridedSliceOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(5)
+def StridedSliceOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddBeginMask(builder, beginMask): builder.PrependInt32Slot(0, beginMask, 0)
+def StridedSliceOptionsAddBeginMask(builder, beginMask):
+    """This method is deprecated. Please switch to AddBeginMask."""
+    return AddBeginMask(builder, beginMask)
+def AddEndMask(builder, endMask): builder.PrependInt32Slot(1, endMask, 0)
+def StridedSliceOptionsAddEndMask(builder, endMask):
+    """This method is deprecated. Please switch to AddEndMask."""
+    return AddEndMask(builder, endMask)
+def AddEllipsisMask(builder, ellipsisMask): builder.PrependInt32Slot(2, ellipsisMask, 0)
+def StridedSliceOptionsAddEllipsisMask(builder, ellipsisMask):
+    """This method is deprecated. Please switch to AddEllipsisMask."""
+    return AddEllipsisMask(builder, ellipsisMask)
+def AddNewAxisMask(builder, newAxisMask): builder.PrependInt32Slot(3, newAxisMask, 0)
+def StridedSliceOptionsAddNewAxisMask(builder, newAxisMask):
+    """This method is deprecated. Please switch to AddNewAxisMask."""
+    return AddNewAxisMask(builder, newAxisMask)
+def AddShrinkAxisMask(builder, shrinkAxisMask): builder.PrependInt32Slot(4, shrinkAxisMask, 0)
+def StridedSliceOptionsAddShrinkAxisMask(builder, shrinkAxisMask):
+    """This method is deprecated. Please switch to AddShrinkAxisMask."""
+    return AddShrinkAxisMask(builder, shrinkAxisMask)
+def End(builder): return builder.EndObject()
+def StridedSliceOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SubGraph.py b/ethosu/vela/tflite/SubGraph.py
index eaa42fac..7cd97f26 100644
--- a/ethosu/vela/tflite/SubGraph.py
+++ b/ethosu/vela/tflite/SubGraph.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SubGraph(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSubGraph(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SubGraph()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSubGraph(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SubGraphBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SubGraph
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -39,6 +49,11 @@ class SubGraph(object):
         return 0
 
     # SubGraph
+    def TensorsIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
+        return o == 0
+
+    # SubGraph
     def Inputs(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(6))
         if o != 0:
@@ -61,6 +76,11 @@ class SubGraph(object):
         return 0
 
     # SubGraph
+    def InputsIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(6))
+        return o == 0
+
+    # SubGraph
     def Outputs(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(8))
         if o != 0:
@@ -83,6 +103,11 @@ class SubGraph(object):
         return 0
 
     # SubGraph
+    def OutputsIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(8))
+        return o == 0
+
+    # SubGraph
     def Operators(self, j):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(10))
         if o != 0:
@@ -103,20 +128,58 @@ class SubGraph(object):
         return 0
 
     # SubGraph
+    def OperatorsIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(10))
+        return o == 0
+
+    # SubGraph
     def Name(self):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(12))
         if o != 0:
             return self._tab.String(o + self._tab.Pos)
         return None
 
-def SubGraphStart(builder): builder.StartObject(5)
-def SubGraphAddTensors(builder, tensors): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(tensors), 0)
-def SubGraphStartTensorsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def SubGraphAddInputs(builder, inputs): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(inputs), 0)
-def SubGraphStartInputsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def SubGraphAddOutputs(builder, outputs): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(outputs), 0)
-def SubGraphStartOutputsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def SubGraphAddOperators(builder, operators): builder.PrependUOffsetTRelativeSlot(3, flatbuffers.number_types.UOffsetTFlags.py_type(operators), 0)
-def SubGraphStartOperatorsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def SubGraphAddName(builder, name): builder.PrependUOffsetTRelativeSlot(4, flatbuffers.number_types.UOffsetTFlags.py_type(name), 0)
-def SubGraphEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(5)
+def SubGraphStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddTensors(builder, tensors): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(tensors), 0)
+def SubGraphAddTensors(builder, tensors):
+    """This method is deprecated. Please switch to AddTensors."""
+    return AddTensors(builder, tensors)
+def StartTensorsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def SubGraphStartTensorsVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartTensorsVector(builder, numElems)
+def AddInputs(builder, inputs): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(inputs), 0)
+def SubGraphAddInputs(builder, inputs):
+    """This method is deprecated. Please switch to AddInputs."""
+    return AddInputs(builder, inputs)
+def StartInputsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def SubGraphStartInputsVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartInputsVector(builder, numElems)
+def AddOutputs(builder, outputs): builder.PrependUOffsetTRelativeSlot(2, flatbuffers.number_types.UOffsetTFlags.py_type(outputs), 0)
+def SubGraphAddOutputs(builder, outputs):
+    """This method is deprecated. Please switch to AddOutputs."""
+    return AddOutputs(builder, outputs)
+def StartOutputsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def SubGraphStartOutputsVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartOutputsVector(builder, numElems)
+def AddOperators(builder, operators): builder.PrependUOffsetTRelativeSlot(3, flatbuffers.number_types.UOffsetTFlags.py_type(operators), 0)
+def SubGraphAddOperators(builder, operators):
+    """This method is deprecated. Please switch to AddOperators."""
+    return AddOperators(builder, operators)
+def StartOperatorsVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def SubGraphStartOperatorsVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartOperatorsVector(builder, numElems)
+def AddName(builder, name): builder.PrependUOffsetTRelativeSlot(4, flatbuffers.number_types.UOffsetTFlags.py_type(name), 0)
+def SubGraphAddName(builder, name):
+    """This method is deprecated. Please switch to AddName."""
+    return AddName(builder, name)
+def End(builder): return builder.EndObject()
+def SubGraphEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/SubOptions.py b/ethosu/vela/tflite/SubOptions.py
index c3ed40e1..de2df8a1 100644
--- a/ethosu/vela/tflite/SubOptions.py
+++ b/ethosu/vela/tflite/SubOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class SubOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsSubOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = SubOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsSubOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def SubOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # SubOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class SubOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return True
 
-def SubOptionsStart(builder): builder.StartObject(2)
-def SubOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
-def SubOptionsAddPotScaleInt16(builder, potScaleInt16): builder.PrependBoolSlot(1, potScaleInt16, 1)
-def SubOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def SubOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
+def SubOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def AddPotScaleInt16(builder, potScaleInt16): builder.PrependBoolSlot(1, potScaleInt16, 1)
+def SubOptionsAddPotScaleInt16(builder, potScaleInt16):
+    """This method is deprecated. Please switch to AddPotScaleInt16."""
+    return AddPotScaleInt16(builder, potScaleInt16)
+def End(builder): return builder.EndObject()
+def SubOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/Tensor.py b/ethosu/vela/tflite/Tensor.py
index 4c39b7cb..2d7f9b6c 100644
--- a/ethosu/vela/tflite/Tensor.py
+++ b/ethosu/vela/tflite/Tensor.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class Tensor(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsTensor(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = Tensor()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsTensor(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def TensorBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # Tensor
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -41,6 +51,11 @@ class Tensor(object):
         return 0
 
     # Tensor
+    def ShapeIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
+        return o == 0
+
+    # Tensor
     def Type(self):
         o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(6))
         if o != 0:
@@ -112,15 +127,56 @@ class Tensor(object):
             return self._tab.VectorLen(o)
         return 0
 
-def TensorStart(builder): builder.StartObject(8)
-def TensorAddShape(builder, shape): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(shape), 0)
-def TensorStartShapeVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def TensorAddType(builder, type): builder.PrependInt8Slot(1, type, 0)
-def TensorAddBuffer(builder, buffer): builder.PrependUint32Slot(2, buffer, 0)
-def TensorAddName(builder, name): builder.PrependUOffsetTRelativeSlot(3, flatbuffers.number_types.UOffsetTFlags.py_type(name), 0)
-def TensorAddQuantization(builder, quantization): builder.PrependUOffsetTRelativeSlot(4, flatbuffers.number_types.UOffsetTFlags.py_type(quantization), 0)
-def TensorAddIsVariable(builder, isVariable): builder.PrependBoolSlot(5, isVariable, 0)
-def TensorAddSparsity(builder, sparsity): builder.PrependUOffsetTRelativeSlot(6, flatbuffers.number_types.UOffsetTFlags.py_type(sparsity), 0)
-def TensorAddShapeSignature(builder, shapeSignature): builder.PrependUOffsetTRelativeSlot(7, flatbuffers.number_types.UOffsetTFlags.py_type(shapeSignature), 0)
-def TensorStartShapeSignatureVector(builder, numElems): return builder.StartVector(4, numElems, 4)
-def TensorEnd(builder): return builder.EndObject()
+    # Tensor
+    def ShapeSignatureIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(18))
+        return o == 0
+
+def Start(builder): builder.StartObject(8)
+def TensorStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddShape(builder, shape): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(shape), 0)
+def TensorAddShape(builder, shape):
+    """This method is deprecated. Please switch to AddShape."""
+    return AddShape(builder, shape)
+def StartShapeVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def TensorStartShapeVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartShapeVector(builder, numElems)
+def AddType(builder, type): builder.PrependInt8Slot(1, type, 0)
+def TensorAddType(builder, type):
+    """This method is deprecated. Please switch to AddType."""
+    return AddType(builder, type)
+def AddBuffer(builder, buffer): builder.PrependUint32Slot(2, buffer, 0)
+def TensorAddBuffer(builder, buffer):
+    """This method is deprecated. Please switch to AddBuffer."""
+    return AddBuffer(builder, buffer)
+def AddName(builder, name): builder.PrependUOffsetTRelativeSlot(3, flatbuffers.number_types.UOffsetTFlags.py_type(name), 0)
+def TensorAddName(builder, name):
+    """This method is deprecated. Please switch to AddName."""
+    return AddName(builder, name)
+def AddQuantization(builder, quantization): builder.PrependUOffsetTRelativeSlot(4, flatbuffers.number_types.UOffsetTFlags.py_type(quantization), 0)
+def TensorAddQuantization(builder, quantization):
+    """This method is deprecated. Please switch to AddQuantization."""
+    return AddQuantization(builder, quantization)
+def AddIsVariable(builder, isVariable): builder.PrependBoolSlot(5, isVariable, 0)
+def TensorAddIsVariable(builder, isVariable):
+    """This method is deprecated. Please switch to AddIsVariable."""
+    return AddIsVariable(builder, isVariable)
+def AddSparsity(builder, sparsity): builder.PrependUOffsetTRelativeSlot(6, flatbuffers.number_types.UOffsetTFlags.py_type(sparsity), 0)
+def TensorAddSparsity(builder, sparsity):
+    """This method is deprecated. Please switch to AddSparsity."""
+    return AddSparsity(builder, sparsity)
+def AddShapeSignature(builder, shapeSignature): builder.PrependUOffsetTRelativeSlot(7, flatbuffers.number_types.UOffsetTFlags.py_type(shapeSignature), 0)
+def TensorAddShapeSignature(builder, shapeSignature):
+    """This method is deprecated. Please switch to AddShapeSignature."""
+    return AddShapeSignature(builder, shapeSignature)
+def StartShapeSignatureVector(builder, numElems): return builder.StartVector(4, numElems, 4)
+def TensorStartShapeSignatureVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartShapeSignatureVector(builder, numElems)
+def End(builder): return builder.EndObject()
+def TensorEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/TensorMap.py b/ethosu/vela/tflite/TensorMap.py
index e9b036d9..b3572f8b 100644
--- a/ethosu/vela/tflite/TensorMap.py
+++ b/ethosu/vela/tflite/TensorMap.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class TensorMap(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsTensorMap(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = TensorMap()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsTensorMap(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def TensorMapBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # TensorMap
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class TensorMap(object):
             return self._tab.Get(flatbuffers.number_types.Uint32Flags, o + self._tab.Pos)
         return 0
 
-def TensorMapStart(builder): builder.StartObject(2)
-def TensorMapAddName(builder, name): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(name), 0)
-def TensorMapAddTensorIndex(builder, tensorIndex): builder.PrependUint32Slot(1, tensorIndex, 0)
-def TensorMapEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def TensorMapStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddName(builder, name): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(name), 0)
+def TensorMapAddName(builder, name):
+    """This method is deprecated. Please switch to AddName."""
+    return AddName(builder, name)
+def AddTensorIndex(builder, tensorIndex): builder.PrependUint32Slot(1, tensorIndex, 0)
+def TensorMapAddTensorIndex(builder, tensorIndex):
+    """This method is deprecated. Please switch to AddTensorIndex."""
+    return AddTensorIndex(builder, tensorIndex)
+def End(builder): return builder.EndObject()
+def TensorMapEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/TileOptions.py b/ethosu/vela/tflite/TileOptions.py
index ec8396dc..926585a9 100644
--- a/ethosu/vela/tflite/TileOptions.py
+++ b/ethosu/vela/tflite/TileOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class TileOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsTileOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = TileOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsTileOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def TileOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # TileOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def TileOptionsStart(builder): builder.StartObject(0)
-def TileOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def TileOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def TileOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/TopKV2Options.py b/ethosu/vela/tflite/TopKV2Options.py
index ccd51033..849ab528 100644
--- a/ethosu/vela/tflite/TopKV2Options.py
+++ b/ethosu/vela/tflite/TopKV2Options.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class TopKV2Options(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsTopKV2Options(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = TopKV2Options()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsTopKV2Options(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def TopKV2OptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # TopKV2Options
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def TopKV2OptionsStart(builder): builder.StartObject(0)
-def TopKV2OptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def TopKV2OptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def TopKV2OptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/TransposeConvOptions.py b/ethosu/vela/tflite/TransposeConvOptions.py
index 423571c8..09153b03 100644
--- a/ethosu/vela/tflite/TransposeConvOptions.py
+++ b/ethosu/vela/tflite/TransposeConvOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class TransposeConvOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsTransposeConvOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = TransposeConvOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsTransposeConvOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def TransposeConvOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # TransposeConvOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -39,8 +49,23 @@ class TransposeConvOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def TransposeConvOptionsStart(builder): builder.StartObject(3)
-def TransposeConvOptionsAddPadding(builder, padding): builder.PrependInt8Slot(0, padding, 0)
-def TransposeConvOptionsAddStrideW(builder, strideW): builder.PrependInt32Slot(1, strideW, 0)
-def TransposeConvOptionsAddStrideH(builder, strideH): builder.PrependInt32Slot(2, strideH, 0)
-def TransposeConvOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(3)
+def TransposeConvOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddPadding(builder, padding): builder.PrependInt8Slot(0, padding, 0)
+def TransposeConvOptionsAddPadding(builder, padding):
+    """This method is deprecated. Please switch to AddPadding."""
+    return AddPadding(builder, padding)
+def AddStrideW(builder, strideW): builder.PrependInt32Slot(1, strideW, 0)
+def TransposeConvOptionsAddStrideW(builder, strideW):
+    """This method is deprecated. Please switch to AddStrideW."""
+    return AddStrideW(builder, strideW)
+def AddStrideH(builder, strideH): builder.PrependInt32Slot(2, strideH, 0)
+def TransposeConvOptionsAddStrideH(builder, strideH):
+    """This method is deprecated. Please switch to AddStrideH."""
+    return AddStrideH(builder, strideH)
+def End(builder): return builder.EndObject()
+def TransposeConvOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/TransposeOptions.py b/ethosu/vela/tflite/TransposeOptions.py
index 42c596d9..662c5420 100644
--- a/ethosu/vela/tflite/TransposeOptions.py
+++ b/ethosu/vela/tflite/TransposeOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class TransposeOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsTransposeOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = TransposeOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsTransposeOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def TransposeOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # TransposeOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def TransposeOptionsStart(builder): builder.StartObject(0)
-def TransposeOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def TransposeOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def TransposeOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/Uint16Vector.py b/ethosu/vela/tflite/Uint16Vector.py
index 750e52a4..55d49f57 100644
--- a/ethosu/vela/tflite/Uint16Vector.py
+++ b/ethosu/vela/tflite/Uint16Vector.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class Uint16Vector(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsUint16Vector(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = Uint16Vector()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsUint16Vector(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def Uint16VectorBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # Uint16Vector
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -40,7 +50,24 @@ class Uint16Vector(object):
             return self._tab.VectorLen(o)
         return 0
 
-def Uint16VectorStart(builder): builder.StartObject(1)
-def Uint16VectorAddValues(builder, values): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(values), 0)
-def Uint16VectorStartValuesVector(builder, numElems): return builder.StartVector(2, numElems, 2)
-def Uint16VectorEnd(builder): return builder.EndObject()
+    # Uint16Vector
+    def ValuesIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
+        return o == 0
+
+def Start(builder): builder.StartObject(1)
+def Uint16VectorStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddValues(builder, values): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(values), 0)
+def Uint16VectorAddValues(builder, values):
+    """This method is deprecated. Please switch to AddValues."""
+    return AddValues(builder, values)
+def StartValuesVector(builder, numElems): return builder.StartVector(2, numElems, 2)
+def Uint16VectorStartValuesVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartValuesVector(builder, numElems)
+def End(builder): return builder.EndObject()
+def Uint16VectorEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/Uint8Vector.py b/ethosu/vela/tflite/Uint8Vector.py
index dc475f9f..9f078378 100644
--- a/ethosu/vela/tflite/Uint8Vector.py
+++ b/ethosu/vela/tflite/Uint8Vector.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class Uint8Vector(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsUint8Vector(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = Uint8Vector()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsUint8Vector(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def Uint8VectorBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # Uint8Vector
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -40,7 +50,24 @@ class Uint8Vector(object):
             return self._tab.VectorLen(o)
         return 0
 
-def Uint8VectorStart(builder): builder.StartObject(1)
-def Uint8VectorAddValues(builder, values): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(values), 0)
-def Uint8VectorStartValuesVector(builder, numElems): return builder.StartVector(1, numElems, 1)
-def Uint8VectorEnd(builder): return builder.EndObject()
+    # Uint8Vector
+    def ValuesIsNone(self):
+        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
+        return o == 0
+
+def Start(builder): builder.StartObject(1)
+def Uint8VectorStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddValues(builder, values): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(values), 0)
+def Uint8VectorAddValues(builder, values):
+    """This method is deprecated. Please switch to AddValues."""
+    return AddValues(builder, values)
+def StartValuesVector(builder, numElems): return builder.StartVector(1, numElems, 1)
+def Uint8VectorStartValuesVector(builder, numElems):
+    """This method is deprecated. Please switch to Start."""
+    return StartValuesVector(builder, numElems)
+def End(builder): return builder.EndObject()
+def Uint8VectorEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/UnidirectionalSequenceLSTMOptions.py b/ethosu/vela/tflite/UnidirectionalSequenceLSTMOptions.py
index b734f3ff..374a33ac 100644
--- a/ethosu/vela/tflite/UnidirectionalSequenceLSTMOptions.py
+++ b/ethosu/vela/tflite/UnidirectionalSequenceLSTMOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class UnidirectionalSequenceLSTMOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsUnidirectionalSequenceLSTMOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = UnidirectionalSequenceLSTMOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsUnidirectionalSequenceLSTMOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def UnidirectionalSequenceLSTMOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # UnidirectionalSequenceLSTMOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -53,10 +63,31 @@ class UnidirectionalSequenceLSTMOptions(object):
             return bool(self._tab.Get(flatbuffers.number_types.BoolFlags, o + self._tab.Pos))
         return False
 
-def UnidirectionalSequenceLSTMOptionsStart(builder): builder.StartObject(5)
-def UnidirectionalSequenceLSTMOptionsAddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
-def UnidirectionalSequenceLSTMOptionsAddCellClip(builder, cellClip): builder.PrependFloat32Slot(1, cellClip, 0.0)
-def UnidirectionalSequenceLSTMOptionsAddProjClip(builder, projClip): builder.PrependFloat32Slot(2, projClip, 0.0)
-def UnidirectionalSequenceLSTMOptionsAddTimeMajor(builder, timeMajor): builder.PrependBoolSlot(3, timeMajor, 0)
-def UnidirectionalSequenceLSTMOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(4, asymmetricQuantizeInputs, 0)
-def UnidirectionalSequenceLSTMOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(5)
+def UnidirectionalSequenceLSTMOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddFusedActivationFunction(builder, fusedActivationFunction): builder.PrependInt8Slot(0, fusedActivationFunction, 0)
+def UnidirectionalSequenceLSTMOptionsAddFusedActivationFunction(builder, fusedActivationFunction):
+    """This method is deprecated. Please switch to AddFusedActivationFunction."""
+    return AddFusedActivationFunction(builder, fusedActivationFunction)
+def AddCellClip(builder, cellClip): builder.PrependFloat32Slot(1, cellClip, 0.0)
+def UnidirectionalSequenceLSTMOptionsAddCellClip(builder, cellClip):
+    """This method is deprecated. Please switch to AddCellClip."""
+    return AddCellClip(builder, cellClip)
+def AddProjClip(builder, projClip): builder.PrependFloat32Slot(2, projClip, 0.0)
+def UnidirectionalSequenceLSTMOptionsAddProjClip(builder, projClip):
+    """This method is deprecated. Please switch to AddProjClip."""
+    return AddProjClip(builder, projClip)
+def AddTimeMajor(builder, timeMajor): builder.PrependBoolSlot(3, timeMajor, 0)
+def UnidirectionalSequenceLSTMOptionsAddTimeMajor(builder, timeMajor):
+    """This method is deprecated. Please switch to AddTimeMajor."""
+    return AddTimeMajor(builder, timeMajor)
+def AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs): builder.PrependBoolSlot(4, asymmetricQuantizeInputs, 0)
+def UnidirectionalSequenceLSTMOptionsAddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs):
+    """This method is deprecated. Please switch to AddAsymmetricQuantizeInputs."""
+    return AddAsymmetricQuantizeInputs(builder, asymmetricQuantizeInputs)
+def End(builder): return builder.EndObject()
+def UnidirectionalSequenceLSTMOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/UniqueOptions.py b/ethosu/vela/tflite/UniqueOptions.py
index 841c6977..3d0612f9 100644
--- a/ethosu/vela/tflite/UniqueOptions.py
+++ b/ethosu/vela/tflite/UniqueOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class UniqueOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsUniqueOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = UniqueOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsUniqueOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def UniqueOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # UniqueOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -25,6 +35,15 @@ class UniqueOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int8Flags, o + self._tab.Pos)
         return 2
 
-def UniqueOptionsStart(builder): builder.StartObject(1)
-def UniqueOptionsAddIdxOutType(builder, idxOutType): builder.PrependInt8Slot(0, idxOutType, 2)
-def UniqueOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(1)
+def UniqueOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddIdxOutType(builder, idxOutType): builder.PrependInt8Slot(0, idxOutType, 2)
+def UniqueOptionsAddIdxOutType(builder, idxOutType):
+    """This method is deprecated. Please switch to AddIdxOutType."""
+    return AddIdxOutType(builder, idxOutType)
+def End(builder): return builder.EndObject()
+def UniqueOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/UnpackOptions.py b/ethosu/vela/tflite/UnpackOptions.py
index eed40193..b70b0409 100644
--- a/ethosu/vela/tflite/UnpackOptions.py
+++ b/ethosu/vela/tflite/UnpackOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class UnpackOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsUnpackOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = UnpackOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsUnpackOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def UnpackOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # UnpackOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class UnpackOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def UnpackOptionsStart(builder): builder.StartObject(2)
-def UnpackOptionsAddNum(builder, num): builder.PrependInt32Slot(0, num, 0)
-def UnpackOptionsAddAxis(builder, axis): builder.PrependInt32Slot(1, axis, 0)
-def UnpackOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def UnpackOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddNum(builder, num): builder.PrependInt32Slot(0, num, 0)
+def UnpackOptionsAddNum(builder, num):
+    """This method is deprecated. Please switch to AddNum."""
+    return AddNum(builder, num)
+def AddAxis(builder, axis): builder.PrependInt32Slot(1, axis, 0)
+def UnpackOptionsAddAxis(builder, axis):
+    """This method is deprecated. Please switch to AddAxis."""
+    return AddAxis(builder, axis)
+def End(builder): return builder.EndObject()
+def UnpackOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/UnsortedSegmentProdOptions.py b/ethosu/vela/tflite/UnsortedSegmentProdOptions.py
deleted file mode 100644
index 46650192..00000000
--- a/ethosu/vela/tflite/UnsortedSegmentProdOptions.py
+++ /dev/null
@@ -1,30 +0,0 @@
-# automatically generated by the FlatBuffers compiler, do not modify
-
-# namespace: tflite
-
-import flatbuffers
-
-class UnsortedSegmentProdOptions(object):
-    __slots__ = ['_tab']
-
-    @classmethod
-    def GetRootAsUnsortedSegmentProdOptions(cls, buf, offset):
-        n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
-        x = UnsortedSegmentProdOptions()
-        x.Init(buf, n + offset)
-        return x
-
-    # UnsortedSegmentProdOptions
-    def Init(self, buf, pos):
-        self._tab = flatbuffers.table.Table(buf, pos)
-
-    # UnsortedSegmentProdOptions
-    def NumSegments(self):
-        o = flatbuffers.number_types.UOffsetTFlags.py_type(self._tab.Offset(4))
-        if o != 0:
-            return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
-        return 0
-
-def UnsortedSegmentProdOptionsStart(builder): builder.StartObject(1)
-def UnsortedSegmentProdOptionsAddNumSegments(builder, numSegments): builder.PrependInt32Slot(0, numSegments, 0)
-def UnsortedSegmentProdOptionsEnd(builder): return builder.EndObject()
diff --git a/ethosu/vela/tflite/VarHandleOptions.py b/ethosu/vela/tflite/VarHandleOptions.py
index ff05e77f..97164109 100644
--- a/ethosu/vela/tflite/VarHandleOptions.py
+++ b/ethosu/vela/tflite/VarHandleOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class VarHandleOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsVarHandleOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = VarHandleOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsVarHandleOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def VarHandleOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # VarHandleOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class VarHandleOptions(object):
             return self._tab.String(o + self._tab.Pos)
         return None
 
-def VarHandleOptionsStart(builder): builder.StartObject(2)
-def VarHandleOptionsAddContainer(builder, container): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(container), 0)
-def VarHandleOptionsAddSharedName(builder, sharedName): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(sharedName), 0)
-def VarHandleOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def VarHandleOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddContainer(builder, container): builder.PrependUOffsetTRelativeSlot(0, flatbuffers.number_types.UOffsetTFlags.py_type(container), 0)
+def VarHandleOptionsAddContainer(builder, container):
+    """This method is deprecated. Please switch to AddContainer."""
+    return AddContainer(builder, container)
+def AddSharedName(builder, sharedName): builder.PrependUOffsetTRelativeSlot(1, flatbuffers.number_types.UOffsetTFlags.py_type(sharedName), 0)
+def VarHandleOptionsAddSharedName(builder, sharedName):
+    """This method is deprecated. Please switch to AddSharedName."""
+    return AddSharedName(builder, sharedName)
+def End(builder): return builder.EndObject()
+def VarHandleOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/WhereOptions.py b/ethosu/vela/tflite/WhereOptions.py
index ab69f6aa..c0083a5a 100644
--- a/ethosu/vela/tflite/WhereOptions.py
+++ b/ethosu/vela/tflite/WhereOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class WhereOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsWhereOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = WhereOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsWhereOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def WhereOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # WhereOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def WhereOptionsStart(builder): builder.StartObject(0)
-def WhereOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def WhereOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def WhereOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/WhileOptions.py b/ethosu/vela/tflite/WhileOptions.py
index 7d5a6dfa..eca73e5e 100644
--- a/ethosu/vela/tflite/WhileOptions.py
+++ b/ethosu/vela/tflite/WhileOptions.py
@@ -3,17 +3,27 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class WhileOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsWhileOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = WhileOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsWhileOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def WhileOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # WhileOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
@@ -32,7 +42,19 @@ class WhileOptions(object):
             return self._tab.Get(flatbuffers.number_types.Int32Flags, o + self._tab.Pos)
         return 0
 
-def WhileOptionsStart(builder): builder.StartObject(2)
-def WhileOptionsAddCondSubgraphIndex(builder, condSubgraphIndex): builder.PrependInt32Slot(0, condSubgraphIndex, 0)
-def WhileOptionsAddBodySubgraphIndex(builder, bodySubgraphIndex): builder.PrependInt32Slot(1, bodySubgraphIndex, 0)
-def WhileOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(2)
+def WhileOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def AddCondSubgraphIndex(builder, condSubgraphIndex): builder.PrependInt32Slot(0, condSubgraphIndex, 0)
+def WhileOptionsAddCondSubgraphIndex(builder, condSubgraphIndex):
+    """This method is deprecated. Please switch to AddCondSubgraphIndex."""
+    return AddCondSubgraphIndex(builder, condSubgraphIndex)
+def AddBodySubgraphIndex(builder, bodySubgraphIndex): builder.PrependInt32Slot(1, bodySubgraphIndex, 0)
+def WhileOptionsAddBodySubgraphIndex(builder, bodySubgraphIndex):
+    """This method is deprecated. Please switch to AddBodySubgraphIndex."""
+    return AddBodySubgraphIndex(builder, bodySubgraphIndex)
+def End(builder): return builder.EndObject()
+def WhileOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite/ZerosLikeOptions.py b/ethosu/vela/tflite/ZerosLikeOptions.py
index e6aa9639..2b32f87c 100644
--- a/ethosu/vela/tflite/ZerosLikeOptions.py
+++ b/ethosu/vela/tflite/ZerosLikeOptions.py
@@ -3,20 +3,36 @@
 # namespace: tflite
 
 import flatbuffers
+from flatbuffers.compat import import_numpy
+np = import_numpy()
 
 class ZerosLikeOptions(object):
     __slots__ = ['_tab']
 
     @classmethod
-    def GetRootAsZerosLikeOptions(cls, buf, offset):
+    def GetRootAs(cls, buf, offset=0):
         n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
         x = ZerosLikeOptions()
         x.Init(buf, n + offset)
         return x
 
+    @classmethod
+    def GetRootAsZerosLikeOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def ZerosLikeOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
     # ZerosLikeOptions
     def Init(self, buf, pos):
         self._tab = flatbuffers.table.Table(buf, pos)
 
-def ZerosLikeOptionsStart(builder): builder.StartObject(0)
-def ZerosLikeOptionsEnd(builder): return builder.EndObject()
+def Start(builder): builder.StartObject(0)
+def ZerosLikeOptionsStart(builder):
+    """This method is deprecated. Please switch to Start."""
+    return Start(builder)
+def End(builder): return builder.EndObject()
+def ZerosLikeOptionsEnd(builder):
+    """This method is deprecated. Please switch to End."""
+    return End(builder)
\ No newline at end of file
diff --git a/ethosu/vela/tflite_mapping.py b/ethosu/vela/tflite_mapping.py
index ae9bdf05..bf155b9c 100644
--- a/ethosu/vela/tflite_mapping.py
+++ b/ethosu/vela/tflite_mapping.py
@@ -139,7 +139,6 @@ from .tflite import TransposeOptions
 from .tflite import UnidirectionalSequenceLSTMOptions
 from .tflite import UniqueOptions
 from .tflite import UnpackOptions
-from .tflite import UnsortedSegmentProdOptions
 from .tflite import VarHandleOptions
 from .tflite import WhereOptions
 from .tflite import WhileOptions
@@ -322,7 +321,6 @@ builtin_options_map = {
     BuiltinOptions.BucketizeOptions: BucketizeOptions.BucketizeOptions,
     BuiltinOptions.DynamicUpdateSliceOptions: DynamicUpdateSliceOptions.DynamicUpdateSliceOptions,
     BuiltinOptions.GeluOptions: GeluOptions.GeluOptions,
-    BuiltinOptions.UnsortedSegmentProdOptions: UnsortedSegmentProdOptions.UnsortedSegmentProdOptions,
 }
 
 
@@ -590,7 +588,6 @@ builtin_operator_map = {
     ),
     BuiltinOperator.MUL: (Op.Mul, OptionsSerializer("MulOptions", (fused_act,)), TFLITE_IFM_IFM2_INDICES),
     BuiltinOperator.RELU: (Op.Relu, None, TFLITE_IFM_INDICES),
-    BuiltinOperator.RELU_0_TO_1: (Op.Relu0To1, None, TFLITE_IFM_INDICES),
     BuiltinOperator.RELU_N1_TO_1: (Op.ReluN1To1, None, TFLITE_IFM_INDICES),
     BuiltinOperator.RELU6: (Op.Relu6, None, TFLITE_IFM_INDICES),
     BuiltinOperator.RESHAPE: (
@@ -968,11 +965,6 @@ builtin_operator_map = {
         OptionsSerializer("DynamicUpdateSliceOptions"),
         TFLITE_NO_INDICES,
     ),
-    BuiltinOperator.UNSORTED_SEGMENT_PROD: (
-        Op.UnsortedSegmentProd,
-        OptionsSerializer("UnsortedSegmentProdOptions", ("numsegments",)),
-        TFLITE_NO_INDICES,
-    ),
     BuiltinOperator.CUSTOM: (Op.Custom, CustomOptionsSerializer(), TFLITE_NO_INDICES),
 }