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-rw-r--r--tensorflow_lite_support/java/src/native/task/core/BUILD12
-rw-r--r--tensorflow_lite_support/java/src/native/task/core/rbtml_op_resolver.cc40
2 files changed, 51 insertions, 1 deletions
diff --git a/tensorflow_lite_support/java/src/native/task/core/BUILD b/tensorflow_lite_support/java/src/native/task/core/BUILD
index d4dd7ab3..65e9e30c 100644
--- a/tensorflow_lite_support/java/src/native/task/core/BUILD
+++ b/tensorflow_lite_support/java/src/native/task/core/BUILD
@@ -3,7 +3,7 @@ package(
licenses = ["notice"], # Apache 2.0
)
-# Default provider for BuiltInOpResover. Create your own target, overwrite the
+# Default provider for BuiltInOpResolver. Create your own target, overwrite the
# function to provide a MutableOpResolver for customized OPs and/or a subset of
# builtin OPs.
cc_library(
@@ -14,3 +14,13 @@ cc_library(
"@org_tensorflow//tensorflow/lite/kernels:builtin_ops",
],
)
+
+cc_library(
+ name = "rbtml_op_resolver",
+ srcs = ["rbtml_op_resolver.cc"],
+ deps = [
+ "//tensorflow_lite_support/custom_ops/kernel:unsorted_segment",
+ "@org_tensorflow//tensorflow/lite:framework",
+ "@org_tensorflow//tensorflow/lite/kernels:builtin_ops",
+ ],
+)
diff --git a/tensorflow_lite_support/java/src/native/task/core/rbtml_op_resolver.cc b/tensorflow_lite_support/java/src/native/task/core/rbtml_op_resolver.cc
new file mode 100644
index 00000000..c35501cb
--- /dev/null
+++ b/tensorflow_lite_support/java/src/native/task/core/rbtml_op_resolver.cc
@@ -0,0 +1,40 @@
+/* Copyright 2022 The TensorFlow Authors. All Rights Reserved.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+==============================================================================*/
+#include <memory>
+
+#include "tensorflow/lite/kernels/register.h"
+
+#include "tensorflow_lite_support/custom_ops/kernel/unsorted_segment.h"
+
+namespace tflite {
+namespace task {
+// Create a custom op resolver to provide the unsorted_segment_prod op
+// required by the bert_nl_classifier and rb_model for BertNLClassifier.
+std::unique_ptr<tflite::OpResolver> CreateOpResolver() { // NOLINT
+ std::unique_ptr<tflite::ops::builtin::BuiltinOpResolver> resolver(
+ new tflite::ops::builtin::BuiltinOpResolver);
+ // "UnsortedSegmentProd" is the name used by unsorted_segment_prod op when
+ // when converting SavedModel to tflite using the size optimization approach.
+ resolver->AddCustom("UnsortedSegmentProd",
+ tflite::ops::custom::Register_UNSORTED_SEGMENT_PROD());
+ // "FlexUnsortedSegmentProd" is the name used by unsorted_segment_prod op when
+ // when converting SavedModel to tflite using the the other approaches.
+ resolver->AddCustom("FlexUnsortedSegmentProd",
+ tflite::ops::custom::Register_UNSORTED_SEGMENT_PROD());
+ return std::unique_ptr<tflite::OpResolver>(std::move(resolver));
+}
+
+} // namespace task
+} // namespace tflite \ No newline at end of file