bmp|gif|jpeg|jpg|png|tiff|webp)|video\\/(?:mpeg|mp4|ogg|webm)|audio\\/(?:mp3|oga|ogg|opus));base64,[a-z0-9+/]+=*$/i\n\nfunction allowedAttribute(attr, allowedAttributeList) {\n  const attrName = attr.nodeName.toLowerCase()\n\n  if (allowedAttributeList.indexOf(attrName) !== -1) {\n    if (uriAttrs.indexOf(attrName) !== -1) {\n      return Boolean(attr.nodeValue.match(SAFE_URL_PATTERN) || attr.nodeValue.match(DATA_URL_PATTERN))\n    }\n\n    return true\n  }\n\n  const regExp = allowedAttributeLi...

bmp|gif|jpeg|jpg|png|tiff|webp)|video\\/(?:mpeg|mp4|ogg|webm)|audio\\/(?:mp3|oga|ogg|opus));base64,[a-z0-9+/]+=*$/i\n\nfunction allowedAttribute(attr, allowedAttributeList) {\n  const attrName = attr.nodeName.toLowerCase()\n\n  if (allowedAttributeList.indexOf(attrName) !== -1) {\n    if (uriAttrs.indexOf(attrName) !== -1) {\n      return Boolean(attr.nodeValue.match(SAFE_URL_PATTERN) || attr.nodeValue.match(DATA_URL_PATTERN))\n    }\n\n    return true\n  }\n\n  const regExp = allowedAttributeLi...

    }
    desc->node_builder.Attr(attr_name, v);
  }
}

void TF_SetAttrInt(TF_OperationDescription* desc, const char* attr_name,
                   int64_t value) {
  desc->node_builder.Attr(attr_name, static_cast<int64_t>(value));
}

void TF_SetAttrIntList(TF_OperationDescription* desc, const char* attr_name,
                       const int64_t* values, int num_values) {

tObservedNodes=[],e.forEach(function(e){this.removeListeners_(e);for(var t=w.get(e),n=0;n<t.length;n++)if(t[n]===this){t.splice(n,1);break}},this)},handleEvent:function(e){switch(e.stopImmediatePropagation(),e.type){case"DOMAttrModified":var t=e.attrName,n=e.relatedNode.namespaceURI,r=e.target,o=new l("attributes",r);o.attributeName=t,o.attributeNamespace=n;var a=e.attrChange===MutationEvent.ADDITION?null:e.prevValue;i(r,function(e){if(e.attributes&&(!e.attributeFilter||!e.attributeFilter.length...

      }
    }

    auto check_i64_attr =
        [&](const std::string& attr_name) -> mlir::LogicalResult {
      if (!backend_config.contains(attr_name)) {
        return op.emitOpError()
               << "Missing " << attr_name << " attribute in backend_config";
      }
      auto attr = backend_config.getAs<IntegerAttr>(attr_name);
      if (!attr || !attr.getType().isInteger(64)) {
        return op.emitOpError()

    } else if (n->IsIfNode()) {
      for (const string& attr_name :
           std::vector<string>{"then_branch", "else_branch"}) {
        NameAttrList branch_func;
        TF_RETURN_IF_ERROR(GetNodeAttr(n->attrs(), attr_name, &branch_func));
        (*branch_func.mutable_attr())["_device_ordinal"] = device_ordinal_value;
        n->ClearAttr(attr_name);
        n->AddAttr(attr_name, branch_func);
      }
    } else if (n->IsWhileNode()) {

                             llvm::StringRef attr_name) {
  return attr_name.compare(kOutputShapesAttrName) == 0 &&
         attr_value.value_case() == AttrValue::kList;
}

bool IsResourceOutputShapesAttribute(const AttrValue& attr_value,
                                     llvm::StringRef attr_name) {
  if (attr_name == "_handle_dtypes" || attr_name == "_handle_shapes")

    # Convolution ouside the while op is quantized.
    self.assertTrue(
        self._contains_op(
            output_graphdef,
            op_name='XlaConvV2',
            attr_name='RhsT',
            attr_val=attr_value_pb2.AttrValue(type=types_pb2.DT_INT8),
        )
    )
    # TODO: b/294783597 - [Converter][TF-Quantizer] Support quantization for the

  auto check = [&](mlir::Value val, std::string attr_name) -> LogicalResult {
    ElementsAttr attr;
    if (matchPattern(val, m_Constant(&attr))) {
      if (attr.getShapedType().getRank() != 1) {
        return op.emitOpError()
               << "expects the rank of " << attr_name << "to be 1, got "
               << attr.getShapedType().getRank();
      }

  }
  return result;
}

// Helper method that return list of string for all the StringAttr in the
// Attribute identified by 'attr_name'.
std::vector<std::string> GetStringsFromDictionaryAttr(
    const llvm::SmallVector<mlir::DictionaryAttr, 4>& dict_attrs,
    const StringRef attr_name) {
  std::vector<std::string> result;
  for (const auto& arg_attr : dict_attrs) {
    if (!arg_attr) continue;