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-rw-r--r--runtime/neurun/core/include/exec/Execution.h144
-rw-r--r--runtime/neurun/core/include/exec/ExecutionObservers.h83
-rw-r--r--runtime/neurun/core/include/exec/IExecutor.h72
-rw-r--r--runtime/neurun/core/include/exec/IFunction.h37
-rw-r--r--runtime/neurun/core/include/exec/IODescription.h66
-rw-r--r--runtime/neurun/core/include/exec/NopFunction.h54
6 files changed, 456 insertions, 0 deletions
diff --git a/runtime/neurun/core/include/exec/Execution.h b/runtime/neurun/core/include/exec/Execution.h
new file mode 100644
index 000000000..7304f8aab
--- /dev/null
+++ b/runtime/neurun/core/include/exec/Execution.h
@@ -0,0 +1,144 @@
+/*
+ * Copyright (c) 2019 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.
+ */
+
+/**
+ * @file Execution.h
+ * @brief This file defines execution
+ */
+#ifndef __NEURUN_EXEC_EXECUTION_H__
+#define __NEURUN_EXEC_EXECUTION_H__
+
+#include "ir/Layout.h"
+#include "exec/IExecutor.h"
+#include "IODescription.h"
+
+#include <thread>
+
+namespace neurun
+{
+namespace exec
+{
+
+/**
+ * @brief Class to define execution instance to collect input/output information for inference
+ * and prepare executor run (TODO)
+ */
+class Execution
+{
+
+public:
+ /**
+ * @brief Construct a new Execution object
+ * @param[in] executor Model executor
+ */
+ Execution(const std::shared_ptr<IExecutor> &executor);
+
+public:
+ /**
+ * @brief Returns graph object
+ * @return Graph object
+ */
+ const ir::Graph &graph() const { return _executor->graph(); }
+ /**
+ * @brief Set input data's information
+ * @param[in] index Input index
+ * @param[in] buffer Input data's buffer pointer
+ * @param[in] length Input data's length
+ * @param[in] layout Input data's data format
+ */
+ void setInput(const ir::IOIndex &index, const void *buffer, size_t length,
+ ir::Layout layout = ir::Layout::NHWC);
+ /**
+ * @brief Set input data's information, especially to specify unknown dimensions on model
+ * build time.
+ * @param[in] index Input index
+ * @param[in] type Input data's type info
+ * @param[in] shape Input data's shape
+ * @param[in] buffer Input data's buffer pointer
+ * @param[in] length Input data's length
+ * @param[in] layout Input data's data format
+ */
+ void setInput(const ir::IOIndex &index, const ir::TypeInfo &type, const ir::Shape &shape,
+ const void *buffer, size_t length, ir::Layout layout = ir::Layout::NHWC);
+ /**
+ * @brief Set output data's information
+ * @param[in] index Output index
+ * @param[in] buffer Output data's buffer pointer
+ * @param[in] length Output data's length
+ * @param[in] layout Output data's data format
+ */
+ void setOutput(const ir::IOIndex &index, void *buffer, size_t length,
+ ir::Layout layout = ir::Layout::NHWC);
+ /**
+ * @brief Set output data's information, especially to specify unknown dimensions on model
+ * build time.
+ * @param[in] index Output index
+ * @param[in] type Output data's type info
+ * @param[in] shape Output data's shape
+ * @param[in] buffer Output data's buffer pointer
+ * @param[in] length Output data's length
+ * @param[in] layout Output data's data format
+ */
+ void setOutput(const ir::IOIndex &index, const ir::TypeInfo &type, const ir::Shape &shape,
+ void *buffer, size_t length, ir::Layout layout = ir::Layout::NHWC);
+ /**
+ * @brief Set input data's data format
+ * @param[in] index Input index
+ * @param[in] layout Input data's data format
+ */
+ void setInputLayout(const ir::IOIndex &index, ir::Layout layout);
+ /**
+ * @brief Set output data's data format
+ * @param[in] index Output index
+ * @param[in] layout Output data's data format
+ */
+ void setOutputLayout(const ir::IOIndex &index, ir::Layout layout);
+ /**
+ * @brief Execution
+ * @note It should be called after setting input and output buffer
+ */
+ void execute();
+
+ /**
+ * @brief Start asynchronous execution
+ * @note It returns after execution thread is started
+ * It should be called after setting input and output buffer
+ */
+ void startExecute(void);
+
+ /**
+ * @brief Return when execution is finished
+ * @note It waits until execution is finished
+ */
+ void waitFinish(void);
+
+ /**
+ * @brief Check execution is finished
+ * @return @c true if execution is finished, otherwise @c false
+ */
+ bool isFinished(void) const;
+
+private:
+ const std::shared_ptr<IExecutor> _executor;
+ IODescription _io_desc;
+ std::unique_ptr<std::thread> _exec_thread;
+ bool finished{false};
+};
+
+} // namespace exec
+} // namespace neurun
+
+#endif // __NEURUN_EXEC_EXECUTION_H__
diff --git a/runtime/neurun/core/include/exec/ExecutionObservers.h b/runtime/neurun/core/include/exec/ExecutionObservers.h
new file mode 100644
index 000000000..ca658c706
--- /dev/null
+++ b/runtime/neurun/core/include/exec/ExecutionObservers.h
@@ -0,0 +1,83 @@
+/*
+ * Copyright (c) 2019 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.
+ */
+
+#ifndef __NEURUN_EXEC_OBSREVERS_H__
+#define __NEURUN_EXEC_OBSREVERS_H__
+
+#include "exec/IFunction.h"
+#include "ir/OpSequence.h"
+#include "backend/ExecTime.h"
+#include "util/ITimer.h"
+#include "IExecutor.h"
+#include "misc/EventCollector.h"
+#include "misc/EventRecorder.h"
+
+namespace neurun
+{
+namespace exec
+{
+class IExecutionObserver
+{
+public:
+ /// @brief Invoked just before model (not individual operation) execution begins
+ virtual void handleBegin(IExecutor *) { return; }
+
+ virtual void handleBegin(IExecutor *, const ir::OpSequence *, const backend::Backend *) = 0;
+ virtual void handleEnd(IExecutor *, const ir::OpSequence *, const backend::Backend *) = 0;
+
+ /// @brief Invoked just after model (not individual operation) execution ends
+ virtual void handleEnd(IExecutor *) { return; }
+
+ virtual ~IExecutionObserver() = default;
+};
+
+class ProfileObserver : public IExecutionObserver
+{
+public:
+ explicit ProfileObserver(std::shared_ptr<backend::ExecTime> et) : _et(std::move(et)) {}
+ void handleBegin(IExecutor *, const ir::OpSequence *, const backend::Backend *) override;
+ void handleEnd(IExecutor *, const ir::OpSequence *, const backend::Backend *) override;
+
+ void handleEnd(IExecutor *) override { _et->uploadOperationsExecTime(); }
+
+private:
+ std::unique_ptr<util::ITimer> _timer;
+ std::shared_ptr<backend::ExecTime> _et;
+};
+
+class ChromeTracingObserver : public IExecutionObserver
+{
+public:
+ ChromeTracingObserver(const std::string &filepath);
+ ~ChromeTracingObserver();
+ void handleBegin(IExecutor *) override;
+ void handleBegin(IExecutor *, const ir::OpSequence *, const backend::Backend *) override;
+ void handleEnd(IExecutor *, const ir::OpSequence *, const backend::Backend *) override;
+ void handleEnd(IExecutor *) override;
+
+private:
+ static std::string subgraphTag(const ir::OpSequence *op_seq);
+
+private:
+ std::ofstream _ofs;
+ EventRecorder _recorder;
+ EventCollector _collector;
+};
+
+} // namespace exec
+} // namespace neurun
+
+#endif // __NEURUN_EXEC_OBSREVERS_H__
diff --git a/runtime/neurun/core/include/exec/IExecutor.h b/runtime/neurun/core/include/exec/IExecutor.h
new file mode 100644
index 000000000..de3291388
--- /dev/null
+++ b/runtime/neurun/core/include/exec/IExecutor.h
@@ -0,0 +1,72 @@
+/*
+ * Copyright (c) 2019 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.
+ */
+
+/**
+ * @file IExecutor.h
+ * @brief This file defines interface of Executor
+ */
+#ifndef __NEURUN_EXEC_I_EXECUTOR_H_
+#define __NEURUN_EXEC_I_EXECUTOR_H_
+
+#include "ir/Graph.h"
+#include "IFunction.h"
+#include "IODescription.h"
+#include "ir/OperationIndexMap.h"
+
+namespace neurun
+{
+namespace exec
+{
+class IExecutionObserver;
+/**
+ * @brief Struct to define interface of Executor
+ */
+struct IExecutor
+{
+ /**
+ * @brief Construct a new IExecutor object
+ */
+ IExecutor() = default;
+ /**
+ * @brief Destroy the IExecutor object
+ */
+ virtual ~IExecutor() = default;
+
+ /**
+ * @brief Returns graph object
+ *
+ * @return Graph object
+ */
+ virtual const ir::Graph &graph() = 0;
+
+ /**
+ * @brief Set an ordering on operations
+ * @param[in] ranks The table encoding the ordering
+ */
+ virtual void setIndexedRanks(std::shared_ptr<ir::OperationIndexMap<int64_t>>) = 0;
+
+ /**
+ * @brief Start execution
+ * @param[in] desc Input and output description
+ * @note This method should be thread-safe
+ */
+ virtual void execute(const IODescription &desc) = 0;
+};
+
+} // namespace exec
+} // namespace neurun
+
+#endif // __NEURUN_EXEC_I_EXECUTOR_H_
diff --git a/runtime/neurun/core/include/exec/IFunction.h b/runtime/neurun/core/include/exec/IFunction.h
new file mode 100644
index 000000000..5cc29ea75
--- /dev/null
+++ b/runtime/neurun/core/include/exec/IFunction.h
@@ -0,0 +1,37 @@
+/*
+ * 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.
+ */
+
+#ifndef __NEURUN_EXEC_I_FUNCTION_H__
+#define __NEURUN_EXEC_I_FUNCTION_H__
+
+namespace neurun
+{
+namespace exec
+{
+
+class IFunction
+{
+public:
+ virtual ~IFunction() = default;
+ virtual void run() = 0;
+ virtual void runSync() = 0;
+ virtual void prepare() {}
+};
+
+} // namespace exec
+} // namespace neurun
+
+#endif // __NEURUN_EXEC_I_FUNCTION_H__
diff --git a/runtime/neurun/core/include/exec/IODescription.h b/runtime/neurun/core/include/exec/IODescription.h
new file mode 100644
index 000000000..bdcc78176
--- /dev/null
+++ b/runtime/neurun/core/include/exec/IODescription.h
@@ -0,0 +1,66 @@
+/*
+ * Copyright (c) 2019 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.
+ */
+
+#ifndef __NEURUN_EXEC_IO_DESCRIPTION_H__
+#define __NEURUN_EXEC_IO_DESCRIPTION_H__
+
+#include <vector>
+
+#include "ir/OperandInfo.h"
+
+namespace neurun
+{
+namespace exec
+{
+
+struct InputDesc
+{
+ const ir::OperandInfo info;
+ const void *buffer;
+ const size_t size;
+ const ir::Layout layout;
+
+ InputDesc(void) = delete;
+ InputDesc(const ir::OperandInfo &info, const void *buffer, const size_t size, ir::Layout layout)
+ : info(info), buffer(buffer), size(size), layout(layout)
+ {
+ }
+};
+
+struct OutputDesc
+{
+ const ir::OperandInfo info;
+ void *buffer;
+ const size_t size;
+ const ir::Layout layout;
+
+ OutputDesc(void) = delete;
+ OutputDesc(const ir::OperandInfo &info, void *buffer, const size_t size, ir::Layout layout)
+ : info(info), buffer(buffer), size(size), layout(layout)
+ {
+ }
+};
+
+struct IODescription
+{
+ std::vector<std::unique_ptr<InputDesc>> inputs;
+ std::vector<std::unique_ptr<OutputDesc>> outputs;
+};
+
+} // namespace exec
+} // namespace neurun
+
+#endif // __NEURUN_EXEC_IO_DESCRIPTION_H__
diff --git a/runtime/neurun/core/include/exec/NopFunction.h b/runtime/neurun/core/include/exec/NopFunction.h
new file mode 100644
index 000000000..5cbd7e5ce
--- /dev/null
+++ b/runtime/neurun/core/include/exec/NopFunction.h
@@ -0,0 +1,54 @@
+/*
+ * Copyright (c) 2019 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.
+ */
+
+/**
+ * @file NopFunction.h
+ * @brief This file defines NopFunction
+ */
+#ifndef __NEURUN_EXEC_NOP_FUNCTION_H_
+#define __NEURUN_EXEC_NOP_FUNCTION_H_
+
+#include "IFunction.h"
+
+namespace neurun
+{
+namespace exec
+{
+
+/**
+ * @brief A derivative of IFunction tha does nothing
+ *
+ */
+class NopFunction : public IFunction
+{
+public:
+ NopFunction() = default;
+ void run() override
+ {
+ // DO NOTHING
+ }
+ void runSync() override
+ {
+ // this abstract method is used just for profiling and called for
+ // backend::acl_common::AclFunction
+ run();
+ }
+};
+
+} // namespace exec
+} // namespace neurun
+
+#endif // __NEURUN_EXEC_NOP_FUNCTION_H_