From: 박세희/동작제어Lab(SR)/Principal Engineer/삼성전자 <saehie.park@samsung.com>
Date: Mon, 3 Dec 2018 07:25:21 +0000 (+0900)
Subject: [tfldump] Load tflite file (#2465)
X-Git-Tag: nncc_backup~1219
X-Git-Url: http://review.tizen.org/git/?a=commitdiff_plain;h=f4eddcb1614725b5ead6a9f801cc91c87da54ae2;p=platform%2Fcore%2Fml%2Fnnfw.git

[tfldump] Load tflite file (#2465)

This will add tflite loader part of tfldump

Signed-off-by: SaeHie Park <saehie.park@samsung.com>
---

diff --git a/contrib/tfldump/CMakeLists.txt b/contrib/tfldump/CMakeLists.txt
index 231d776..731acd2 100644
--- a/contrib/tfldump/CMakeLists.txt
+++ b/contrib/tfldump/CMakeLists.txt
@@ -11,7 +11,9 @@ FlatBuffers_Target(tfldump_flatbuffer
 
 set(DRIVER "driver/Driver.cpp")
 
-add_executable(tfldump ${DRIVER})
+file(GLOB_RECURSE SOURCES "src/*.cpp")
+
+add_executable(tfldump ${DRIVER} ${SOURCES})
 target_include_directories(tfldump PRIVATE include)
 target_link_libraries(tfldump tfldump_flatbuffer)
 target_link_libraries(tfldump safemain)
diff --git a/contrib/tfldump/driver/Driver.cpp b/contrib/tfldump/driver/Driver.cpp
index bd022b6..2b95520 100644
--- a/contrib/tfldump/driver/Driver.cpp
+++ b/contrib/tfldump/driver/Driver.cpp
@@ -28,7 +28,20 @@ int entry(int argc, char **argv)
     return 255;
   }
 
-  // TODO load TFlite file
+  // Load TF lite model from a tflite file
+  std::unique_ptr<tflread::Model> model = tflread::load_tflite(argv[1]);
+  if (model == nullptr)
+  {
+    std::cerr << "ERROR: Failed to load tflite '" << argv[1] << "'" << std::endl;
+    return 255;
+  }
+
+  const tflite::Model *tflmodel = model->model();
+  if (tflmodel == nullptr)
+  {
+    std::cerr << "ERROR: Failed to load tflite '" << argv[1] << "'" << std::endl;
+    return 255;
+  }
 
   // TODO dump TFlite model
 
diff --git a/contrib/tfldump/include/tflread/Model.h b/contrib/tfldump/include/tflread/Model.h
index 3cf59c4..267e724 100644
--- a/contrib/tfldump/include/tflread/Model.h
+++ b/contrib/tfldump/include/tflread/Model.h
@@ -19,4 +19,25 @@
 
 #include <schema_generated.h>
 
+#include <memory>
+
+namespace tflread
+{
+
+struct Model
+{
+  virtual ~Model() = default;
+
+  virtual const ::tflite::Model *model(void) const = 0;
+};
+
+/**
+ * @brief Load TensorFlow Lite model (as a raw Model) from a given path
+ *
+ * @note May return a nullptr
+ */
+std::unique_ptr<Model> load_tflite(const std::string &path);
+
+} // namespace tflread
+
 #endif // __TFLREAD_MODEL_H__
diff --git a/contrib/tfldump/src/Load.cpp b/contrib/tfldump/src/Load.cpp
new file mode 100644
index 0000000..fe04a5d
--- /dev/null
+++ b/contrib/tfldump/src/Load.cpp
@@ -0,0 +1,133 @@
+/*
+ * Copyright (c) 2018 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 <tflread/Model.h>
+
+#include <fcntl.h>
+#include <unistd.h>
+#include <sys/stat.h>
+#include <sys/mman.h>
+
+namespace
+{
+
+class MemoryMappedModel final : public tflread::Model
+{
+public:
+  /**
+   * @require fd and data SHOULD be valid
+   */
+  explicit MemoryMappedModel(int fd, void *data, size_t size) : _fd{fd}, _data{data}, _size{size}
+  {
+    // DO NOTHING
+  }
+
+public:
+  ~MemoryMappedModel()
+  {
+    munmap(_data, _size);
+    close(_fd);
+  }
+
+public:
+  MemoryMappedModel(const MemoryMappedModel &) = delete;
+  MemoryMappedModel(MemoryMappedModel &&) = delete;
+
+public:
+  const ::tflite::Model *model(void) const override { return ::tflite::GetModel(_data); }
+
+private:
+  int _fd = -1;
+  void *_data = nullptr;
+  size_t _size = 0;
+};
+
+class FileDescriptor final
+{
+public:
+  FileDescriptor(int value) : _value{value}
+  {
+    // DO NOTHING
+  }
+
+public:
+  // NOTE Copy is not allowed
+  FileDescriptor(const FileDescriptor &) = delete;
+
+public:
+  // NOTE Move is allowed
+  FileDescriptor(FileDescriptor &&fd) { _value = fd.release(); }
+
+public:
+  ~FileDescriptor()
+  {
+    if (_value != -1)
+    {
+      // Close on descturction
+      close(_value);
+    }
+  }
+
+public:
+  int value(void) const { return _value; }
+
+public:
+  int release(void)
+  {
+    auto res = _value;
+    _value = -1;
+    return res;
+  }
+
+private:
+  int _value = -1;
+};
+
+} // namespace
+
+namespace tflread
+{
+
+std::unique_ptr<Model> load_tflite(const std::string &path)
+{
+  FileDescriptor fd = open(path.c_str(), O_RDONLY);
+
+  if (fd.value() == -1)
+  {
+    // Return nullptr on open failure
+    return nullptr;
+  }
+
+  struct stat st;
+  if (fstat(fd.value(), &st) == -1)
+  {
+    // Return nullptr on fstat failure
+    return nullptr;
+  }
+
+  auto size = st.st_size;
+  auto data = mmap(nullptr, size, PROT_READ, MAP_SHARED, fd.value(), 0);
+
+  if (data == MAP_FAILED)
+  {
+    // Return nullptr on mmap failure
+    return nullptr;
+  }
+
+  return std::unique_ptr<tflread::Model>{new MemoryMappedModel(fd.release(), data, size)};
+}
+
+} // namespace tflread