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-rw-r--r--compiler/mio-circle05/src/Helper.cpp110
-rw-r--r--compiler/mio-circle05/src/Helper.test.cpp153
-rw-r--r--compiler/mio-circle05/src/Reader.cpp147
-rw-r--r--compiler/mio-circle05/src/Reader.test.cpp60
4 files changed, 470 insertions, 0 deletions
diff --git a/compiler/mio-circle05/src/Helper.cpp b/compiler/mio-circle05/src/Helper.cpp
new file mode 100644
index 000000000..bbfa2041a
--- /dev/null
+++ b/compiler/mio-circle05/src/Helper.cpp
@@ -0,0 +1,110 @@
+/*
+ * Copyright (c) 2023 Samsung Electronics Co., Ltd. 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 "mio_circle/Helper.h"
+
+#include <algorithm>
+#include <sstream>
+
+namespace mio
+{
+namespace circle
+{
+
+/**
+ * This will provide v3/v3a/v3b format neutral BuiltinOperator
+ * NOTE circle has minus value opcode (252~254 as uint8_t)
+ * we cannot use std::max() like tflite as deprecated_builtin_code can be
+ * minus and builtin_code being 0 for v0.3 files.
+ */
+::circle::BuiltinOperator builtin_code_neutral(const ::circle::OperatorCode *opcode)
+{
+ assert(opcode != nullptr);
+ if (opcode->deprecated_builtin_code() == 127)
+ {
+ assert(opcode->builtin_code() >= 127);
+ return opcode->builtin_code();
+ }
+ // There was no 255(-1) value in v0.3
+ assert(opcode->deprecated_builtin_code() != -1);
+ return static_cast<::circle::BuiltinOperator>(opcode->deprecated_builtin_code());
+}
+
+bool is_valid(const ::circle::OperatorCode *opcode)
+{
+ // Valid Range : BuiltinOperator_MIN <= deprecated_builtin_code <= 127
+ const int8_t deprecated_builtin_code = opcode->deprecated_builtin_code();
+ if (deprecated_builtin_code < ::circle::BuiltinOperator_MIN)
+ return false;
+ // There was no 255(-1) value in v0.3
+ if (deprecated_builtin_code == -1)
+ return false;
+
+ const ::circle::BuiltinOperator builtin_code = opcode->builtin_code();
+ if (!(::circle::BuiltinOperator_MIN <= builtin_code &&
+ builtin_code <= ::circle::BuiltinOperator_MAX))
+ return false;
+
+ return true;
+}
+
+bool is_custom(const ::circle::OperatorCode *opcode)
+{
+ ::circle::BuiltinOperator code = builtin_code_neutral(opcode);
+ return (code == ::circle::BuiltinOperator_CUSTOM);
+}
+
+std::string opcode_name(const ::circle::OperatorCode *opcode)
+{
+ assert(opcode);
+
+ if (!is_valid(opcode))
+ {
+ std::ostringstream oss;
+ oss << "(invalid)";
+ return oss.str();
+ }
+
+ if (is_custom(opcode))
+ {
+ if (!opcode->custom_code())
+ return "(invalid custom)";
+
+ std::string custom_op = "CUSTOM(";
+ custom_op += opcode->custom_code()->c_str();
+ custom_op += ")";
+ return custom_op;
+ }
+
+ ::circle::BuiltinOperator code = builtin_code_neutral(opcode);
+ return ::circle::EnumNameBuiltinOperator(code);
+}
+
+const char *tensor_type(const ::circle::Tensor *tensor)
+{
+ return ::circle::EnumNameTensorType(tensor->type());
+}
+
+const char *tensor_name(const ::circle::Tensor *tensor)
+{
+ if (tensor->name() == nullptr || std::string(tensor->name()->c_str()).empty())
+ return "(noname)";
+
+ return tensor->name()->c_str();
+}
+
+} // namespace circle
+} // namespace mio
diff --git a/compiler/mio-circle05/src/Helper.test.cpp b/compiler/mio-circle05/src/Helper.test.cpp
new file mode 100644
index 000000000..be63688df
--- /dev/null
+++ b/compiler/mio-circle05/src/Helper.test.cpp
@@ -0,0 +1,153 @@
+/*
+ * Copyright (c) 2023 Samsung Electronics Co., Ltd. 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 "mio_circle/Helper.h"
+
+#include <flatbuffers/flatbuffers.h>
+#include <gtest/gtest.h>
+
+#include <vector>
+
+class mio_circle05_helper_test : public ::testing::Test
+{
+protected:
+ void initialization_finish(void)
+ {
+ _fbb.Finish(circle::CreateModelDirect(_fbb, 0, &_opcodes_vec));
+ }
+
+protected:
+ void add_operator_code(int8_t deprecated_builtin_code, const char *custom_code,
+ circle::BuiltinOperator builtin_code)
+ {
+ _opcodes_vec.push_back(circle::CreateOperatorCodeDirect(
+ _fbb, deprecated_builtin_code, custom_code, 1 /* version */, builtin_code));
+ }
+
+ const circle::OperatorCode *get_operator_code(uint8_t idx)
+ {
+ return circle::GetModel(_fbb.GetBufferPointer())->operator_codes()->Get(idx);
+ }
+
+private:
+ flatbuffers::FlatBufferBuilder _fbb;
+ std::vector<flatbuffers::Offset<circle::OperatorCode>> _opcodes_vec;
+};
+
+TEST_F(mio_circle05_helper_test, v05)
+{
+ // BuiltinOperator_ADD = 0
+ // BuiltinOperator_CONV_2D = 3
+ add_operator_code(3, "", circle::BuiltinOperator_ADD);
+ initialization_finish();
+
+ ASSERT_TRUE(mio::circle::is_valid(get_operator_code(0)));
+ ASSERT_EQ(mio::circle::builtin_code_neutral(get_operator_code(0)),
+ circle::BuiltinOperator_CONV_2D);
+ ASSERT_FALSE(mio::circle::is_custom(get_operator_code(0)));
+}
+
+TEST_F(mio_circle05_helper_test, v05_custom_old)
+{
+ // BuiltinOperator_ADD = 0
+ // BuiltinOperator_CUSTOM = 32
+ add_operator_code(32, "custom", circle::BuiltinOperator_ADD);
+ initialization_finish();
+
+ ASSERT_TRUE(mio::circle::is_valid(get_operator_code(0)));
+ ASSERT_EQ(mio::circle::builtin_code_neutral(get_operator_code(0)),
+ circle::BuiltinOperator_CUSTOM);
+ ASSERT_TRUE(mio::circle::is_custom(get_operator_code(0)));
+}
+
+TEST_F(mio_circle05_helper_test, v05_NEG)
+{
+ // BuiltinOperator_ADD = 0
+ // BuiltinOperator_CUMSUM = 128
+ // deprecated_builtin_code cannot be negative value
+ add_operator_code(128, "", circle::BuiltinOperator_ADD);
+ initialization_finish();
+
+ ASSERT_FALSE(mio::circle::is_valid(get_operator_code(0)));
+}
+
+TEST_F(mio_circle05_helper_test, v05_under127)
+{
+ // BuiltinOperator_CONV_2D = 3
+ add_operator_code(3, "", circle::BuiltinOperator_CONV_2D);
+ initialization_finish();
+
+ ASSERT_TRUE(mio::circle::is_valid(get_operator_code(0)));
+ ASSERT_EQ(mio::circle::builtin_code_neutral(get_operator_code(0)),
+ circle::BuiltinOperator_CONV_2D);
+ ASSERT_FALSE(mio::circle::is_custom(get_operator_code(0)));
+}
+
+TEST_F(mio_circle05_helper_test, v05_under127_NEG)
+{
+ // BuiltinOperator_CONV_2D = 3
+ // BuiltinOperator_CUMSUM = 128
+ // deprecated_builtin_code cannot be negative value
+ add_operator_code(128, "", circle::BuiltinOperator_CONV_2D);
+ initialization_finish();
+
+ ASSERT_FALSE(mio::circle::is_valid(get_operator_code(0)));
+}
+
+TEST_F(mio_circle05_helper_test, v05_custom)
+{
+ // BuiltinOperator_CUSTOM = 32
+ add_operator_code(32, "custom", circle::BuiltinOperator_CUSTOM);
+ initialization_finish();
+
+ ASSERT_TRUE(mio::circle::is_valid(get_operator_code(0)));
+ ASSERT_EQ(mio::circle::builtin_code_neutral(get_operator_code(0)),
+ circle::BuiltinOperator_CUSTOM);
+ ASSERT_TRUE(mio::circle::is_custom(get_operator_code(0)));
+}
+
+TEST_F(mio_circle05_helper_test, v05_custom_NEG)
+{
+ // BuiltinOperator_CUMSUM = 128
+ // deprecated_builtin_code cannot be negative value
+ add_operator_code(128, "custom", circle::BuiltinOperator_CUSTOM);
+ initialization_finish();
+
+ ASSERT_FALSE(mio::circle::is_valid(get_operator_code(0)));
+}
+
+TEST_F(mio_circle05_helper_test, v05_over127)
+{
+ // BuiltinOperator_PLACEHOLDER_FOR_GREATER_OP_CODES = 127
+ // BuiltinOperator_CUMSUM = 128
+ add_operator_code(127, "", circle::BuiltinOperator_CUMSUM);
+ initialization_finish();
+
+ ASSERT_TRUE(mio::circle::is_valid(get_operator_code(0)));
+ ASSERT_EQ(mio::circle::builtin_code_neutral(get_operator_code(0)),
+ circle::BuiltinOperator_CUMSUM);
+ ASSERT_FALSE(mio::circle::is_custom(get_operator_code(0)));
+}
+
+TEST_F(mio_circle05_helper_test, v05_over127_NEG)
+{
+ // BuiltinOperator_CUMSUM = 128
+ // deprecated_builtin_code cannot be negative value
+ add_operator_code(128, "", circle::BuiltinOperator_CUMSUM);
+ initialization_finish();
+
+ ASSERT_FALSE(mio::circle::is_valid(get_operator_code(0)));
+}
diff --git a/compiler/mio-circle05/src/Reader.cpp b/compiler/mio-circle05/src/Reader.cpp
new file mode 100644
index 000000000..0ee22db14
--- /dev/null
+++ b/compiler/mio-circle05/src/Reader.cpp
@@ -0,0 +1,147 @@
+/*
+ * Copyright (c) 2023 Samsung Electronics Co., Ltd. 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 "mio_circle/Reader.h"
+#include "mio_circle/Helper.h"
+
+#include <sstream>
+#include <string>
+
+namespace mio
+{
+namespace circle
+{
+
+Reader::Reader(const ::circle::Model *model)
+{
+ if (model == nullptr)
+ {
+ throw std::runtime_error("Invalid model");
+ }
+
+ _version = model->version();
+ _subgraphs = model->subgraphs();
+ _buffers = model->buffers();
+ _metadata = model->metadata();
+ _signature_defs = model->signature_defs();
+
+ auto opcodes = model->operator_codes();
+ for (const ::circle::OperatorCode *opcode : *opcodes)
+ {
+ _op_codes.push_back(opcode);
+ }
+}
+
+size_t Reader::buffer_info(uint32_t buf_idx, const uint8_t **buff_data)
+{
+ if (buff_data != nullptr)
+ {
+ *buff_data = nullptr;
+ }
+
+ if (buf_idx == 0)
+ return 0;
+
+ if (auto *buffer = (*_buffers)[buf_idx])
+ {
+ if (auto *array = buffer->data())
+ {
+ if (size_t size = array->size())
+ {
+ if (buff_data != nullptr)
+ {
+ *buff_data = reinterpret_cast<const uint8_t *>(array->data());
+ }
+ return size;
+ }
+ }
+ }
+
+ return 0;
+}
+
+::circle::BuiltinOperator Reader::builtin_code(const ::circle::Operator *op) const
+{
+ uint32_t index = op->opcode_index();
+ assert(index < _op_codes.size());
+ const ::circle::OperatorCode *opcode = _op_codes.at(index);
+
+ return mio::circle::builtin_code_neutral(opcode);
+}
+
+std::string Reader::opcode_name(const ::circle::Operator *op) const
+{
+ uint32_t index = op->opcode_index();
+ assert(index < _op_codes.size());
+ const ::circle::OperatorCode *opcode = _op_codes.at(index);
+
+ if (!mio::circle::is_valid(opcode))
+ {
+ std::ostringstream oss;
+ oss << "(invalid: " << index << ")";
+ return oss.str();
+ }
+
+ return mio::circle::opcode_name(opcode);
+}
+
+std::vector<int32_t> Reader::outputs(const ::circle::Operator *op) const
+{
+ return as_index_vector(op->outputs());
+}
+
+std::string Reader::tensor_name(const ::circle::Tensor *tensor) const
+{
+ return mio::circle::tensor_name(tensor);
+}
+
+std::string Reader::tensor_dtype(const ::circle::Tensor *tensor) const
+{
+ return mio::circle::tensor_type(tensor);
+}
+
+bool Reader::select_subgraph(uint32_t sgindex)
+{
+ _subgraph_index = sgindex;
+ _tensors = nullptr;
+ _operators = nullptr;
+
+ _inputs.clear();
+ _outputs.clear();
+
+ if (_subgraphs->Length() <= sgindex)
+ {
+ assert(false);
+ return false;
+ }
+
+ const ::circle::SubGraph *subgraph = (*_subgraphs)[sgindex];
+
+ auto name = subgraph->name();
+ _subgraph_name = name ? name->c_str() : "(noname)";
+
+ _tensors = subgraph->tensors();
+ _operators = subgraph->operators();
+ _data_format = subgraph->data_format();
+
+ _inputs = as_index_vector(subgraph->inputs());
+ _outputs = as_index_vector(subgraph->outputs());
+
+ return true;
+}
+
+} // namespace circle
+} // namespace mio
diff --git a/compiler/mio-circle05/src/Reader.test.cpp b/compiler/mio-circle05/src/Reader.test.cpp
new file mode 100644
index 000000000..0c60999f4
--- /dev/null
+++ b/compiler/mio-circle05/src/Reader.test.cpp
@@ -0,0 +1,60 @@
+/*
+ * Copyright (c) 2023 Samsung Electronics Co., Ltd. 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 "mio_circle/Reader.h"
+
+#include <flatbuffers/flatbuffers.h>
+#include <gtest/gtest.h>
+
+class mio_circle05_reader_test : public ::testing::Test
+{
+protected:
+ void initialization_emty(void)
+ {
+ _model = circle::CreateModelDirect(_fbb, 0, &_opcodes_vec);
+ circle::FinishModelBuffer(_fbb, _model);
+ }
+
+ const circle::Model *circleModel(void)
+ {
+ auto ptr = _fbb.GetBufferPointer();
+ return circle::GetModel(ptr);
+ }
+
+private:
+ flatbuffers::FlatBufferBuilder _fbb;
+ flatbuffers::Offset<circle::Model> _model;
+ std::vector<flatbuffers::Offset<circle::OperatorCode>> _opcodes_vec;
+};
+
+TEST_F(mio_circle05_reader_test, null_Model_NEG)
+{
+ EXPECT_THROW(mio::circle::Reader reader(nullptr), std::runtime_error);
+}
+
+TEST_F(mio_circle05_reader_test, empty_Model)
+{
+ initialization_emty();
+
+ const circle::Model *model = circleModel();
+ EXPECT_NE(nullptr, model);
+
+ mio::circle::Reader reader(model);
+
+ SUCCEED();
+}
+
+// TODO add more tests