Sync from upstream TF.

Author: TFLM-bot

tensorflow/lite/builtin_ops.h

@@ -230,6 +230,7 @@ typedef enum {
   kTfLiteBuiltinStablehloWhile = 200,
   kTfLiteBuiltinStablehloGather = 201,
   kTfLiteBuiltinStablehloTranspose = 202,
+  kTfLiteBuiltinDilate = 203,
 } TfLiteBuiltinOperator;
 
 #ifdef __cplusplus

tensorflow/lite/core/api/flatbuffer_conversions.cc

@@ -983,6 +983,7 @@ TfLiteStatus ParseOpDataTfLite(const Operator* op, BuiltinOperator op_type,
     case BuiltinOperator_SIGN:
     case BuiltinOperator_BITCAST:
     case BuiltinOperator_WHERE:
+    case BuiltinOperator_DILATE:
       return kTfLiteOk;
     case BuiltinOperator_PLACEHOLDER_FOR_GREATER_OP_CODES:
       return kTfLiteError;

tensorflow/lite/python/schema_py_generated.py

@@ -1592,6 +1592,7 @@ class BuiltinOperator(object):
     STABLEHLO_WHILE = 200
     STABLEHLO_GATHER = 201
     STABLEHLO_TRANSPOSE = 202
+    DILATE = 203
 # automatically generated by the FlatBuffers compiler, do not modify
 
 # namespace: tflite
@@ -2005,6 +2006,7 @@ class BuiltinOptions2(object):
     StablehloWhileOptions = 15
     StablehloGatherOptions = 16
     StablehloTransposeOptions = 17
+    DilateOptions = 18
 
 def BuiltinOptions2Creator(unionType, table):
     from flatbuffers.table import Table
@@ -2044,6 +2046,8 @@ def BuiltinOptions2Creator(unionType, table):
         return StablehloGatherOptionsT.InitFromBuf(table.Bytes, table.Pos)
     if unionType == BuiltinOptions2().StablehloTransposeOptions:
         return StablehloTransposeOptionsT.InitFromBuf(table.Bytes, table.Pos)
+    if unionType == BuiltinOptions2().DilateOptions:
+        return DilateOptionsT.InitFromBuf(table.Bytes, table.Pos)
     return None
 # automatically generated by the FlatBuffers compiler, do not modify
 
@@ -3515,6 +3519,70 @@ def Pack(self, builder):
 from flatbuffers.compat import import_numpy
 np = import_numpy()
 
+class DilateOptions(object):
+    __slots__ = ['_tab']
+
+    @classmethod
+    def GetRootAs(cls, buf, offset=0):
+        n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
+        x = DilateOptions()
+        x.Init(buf, n + offset)
+        return x
+
+    @classmethod
+    def GetRootAsDilateOptions(cls, buf, offset=0):
+        """This method is deprecated. Please switch to GetRootAs."""
+        return cls.GetRootAs(buf, offset)
+    @classmethod
+    def DilateOptionsBufferHasIdentifier(cls, buf, offset, size_prefixed=False):
+        return flatbuffers.util.BufferHasIdentifier(buf, offset, b"\x54\x46\x4C\x33", size_prefixed=size_prefixed)
+
+    # DilateOptions
+    def Init(self, buf, pos):
+        self._tab = flatbuffers.table.Table(buf, pos)
+
+def DilateOptionsStart(builder): builder.StartObject(0)
+def Start(builder):
+    return DilateOptionsStart(builder)
+def DilateOptionsEnd(builder): return builder.EndObject()
+def End(builder):
+    return DilateOptionsEnd(builder)
+
+class DilateOptionsT(object):
+
+    # DilateOptionsT
+    def __init__(self):
+        pass
+
+    @classmethod
+    def InitFromBuf(cls, buf, pos):
+        dilateOptions = DilateOptions()
+        dilateOptions.Init(buf, pos)
+        return cls.InitFromObj(dilateOptions)
+
+    @classmethod
+    def InitFromObj(cls, dilateOptions):
+        x = DilateOptionsT()
+        x._UnPack(dilateOptions)
+        return x
+
+    # DilateOptionsT
+    def _UnPack(self, dilateOptions):
+        if dilateOptions is None:
+            return
+
+    # DilateOptionsT
+    def Pack(self, builder):
+        DilateOptionsStart(builder)
+        dilateOptions = DilateOptionsEnd(builder)
+        return dilateOptions
+# automatically generated by the FlatBuffers compiler, do not modify
+
+# namespace: tflite
+
+from flatbuffers.compat import import_numpy
+np = import_numpy()
+
 class DimensionMetadata(object):
     __slots__ = ['_tab']
 
@@ -7775,7 +7843,7 @@ def __init__(self):
         self.largeCustomOptionsOffset = 0  # type: int
         self.largeCustomOptionsSize = 0  # type: int
         self.builtinOptions2Type = 0  # type: int
-        self.builtinOptions2 = None  # type: Union[None, StablehloConcatenateOptionsT, StablehloBroadcastInDimOptionsT, StablehloSliceOptionsT, StablehloConvolutionOptionsT, StablehloCustomCallOptionsT, StablehloReduceOptionsT, StablehloScatterOptionsT, StablehloCompareOptionsT, StablehloDynamicSliceOptionsT, StablehloPadOptionsT, StablehloIotaOptionsT, StablehloDotGeneralOptionsT, StablehloReduceWindowOptionsT, StablehloSortOptionsT, StablehloWhileOptionsT, StablehloGatherOptionsT, StablehloTransposeOptionsT]
+        self.builtinOptions2 = None  # type: Union[None, StablehloConcatenateOptionsT, StablehloBroadcastInDimOptionsT, StablehloSliceOptionsT, StablehloConvolutionOptionsT, StablehloCustomCallOptionsT, StablehloReduceOptionsT, StablehloScatterOptionsT, StablehloCompareOptionsT, StablehloDynamicSliceOptionsT, StablehloPadOptionsT, StablehloIotaOptionsT, StablehloDotGeneralOptionsT, StablehloReduceWindowOptionsT, StablehloSortOptionsT, StablehloWhileOptionsT, StablehloGatherOptionsT, StablehloTransposeOptionsT, DilateOptionsT]
 
     @classmethod
     def InitFromBuf(cls, buf, pos):

tensorflow/lite/schema/schema.fbs

@@ -467,6 +467,7 @@ enum BuiltinOperator : int32 {
   STABLEHLO_WHILE = 200, // WARNING: No runtime support
   STABLEHLO_GATHER = 201, // WARNING: No runtime support
   STABLEHLO_TRANSPOSE = 202, // WARNING: No runtime support
+  DILATE = 203,
 }
 // LINT.ThenChange(nnapi_linter/linter.proto)
 
@@ -621,6 +622,7 @@ union BuiltinOptions2{
   StablehloWhileOptions,
   StablehloGatherOptions,
   StablehloTransposeOptions,
+  DilateOptions,
 }
 
 table StablehloGatherOptions{
@@ -1410,6 +1412,9 @@ table BitwiseXorOptions {
 table RightShiftOptions {
 }
 
+table DilateOptions {
+}
+
 // An OperatorCode can be an enum value (BuiltinOperator) if the operator is a
 // builtin, or a string if the operator is custom.
 table OperatorCode {