InfiniTensor/include/core/runtime.h

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#pragma once
#include "core/common.h"
#include "core/ref.h"
#include <memory>
namespace infini {
/***************** Forward declaration begin *****************/
class TensorBaseObj;
class TensorObj;
class OperatorObj;
class GraphObj;
class RuntimeObj;
class BlobObj;
using TensorBase = Ref<TensorBaseObj>;
using Tensor = Ref<TensorObj>;
using Operator = Ref<OperatorObj>;
using Graph = Ref<GraphObj>;
using Runtime = Ref<RuntimeObj>;
using Blob = Ref<BlobObj>;
enum class OpType;
using TensorVec = vector<Tensor>;
using OpVec = vector<Operator>;
using VType = uint32_t;
enum class Device { CPU = 1, CUDA, BANG };
/***************** Forward declaration end *****************/
class RuntimeObj : public std::enable_shared_from_this<RuntimeObj> {
protected:
Device device;
public:
RuntimeObj(Device device) : device(device) {}
RuntimeObj(RuntimeObj &other) = delete;
RuntimeObj &operator=(RuntimeObj const &) = delete;
virtual ~RuntimeObj() {}
/**
* @brief Execute a graph.
*
* @param graph
* @param tune If there is no performance record, whether to tune it. These
* can be independent method.
* @param profiling Whether to print breakdown of time
*/
virtual void run(const Graph &graph, bool tune = false,
bool profiling = false) const = 0;
virtual void *alloc(size_t size) = 0;
virtual void dealloc(void *ptr) = 0;
/**
* @brief Get the execution time of each operator in performance record. No
* execution happens.
*
* @param graph
* @param profiling Whether to print breakdown of time
* @return double Return the sum of perf time for each operator
*/
double getPerfTime(const Graph &graph, bool profiling = false) const;
Blob allocBlob(size_t size);
bool isCpu() const { return device == Device::CPU; }
bool isCuda() const { return device == Device::CUDA; }
bool isBang() const { return device == Device::BANG; }
void copyBlob(const TensorObj *dst, const TensorObj *src) const;
// TODO: unify these copy APIs
virtual void copyBlobFromCPU(void *dst, const void *src,
size_t bytes) const = 0;
virtual void copyBlobToCPU(void *dst, const void *src,
size_t bytes) const = 0;
virtual string toString() const = 0;
protected:
void printProfilingData(double totTime,
const std::map<OpType, double> &opTime,
const std::map<OpType, int> &opCnt) const;
virtual void copyBlobInsideRuntime(void *dst, const void *src,
size_t bytes) const = 0;
};
class CpuRuntimeObj : public RuntimeObj {
public:
CpuRuntimeObj() : RuntimeObj(Device::CPU) {}
static Ref<CpuRuntimeObj> &getInstance() {
static Ref<CpuRuntimeObj> instance = make_ref<CpuRuntimeObj>();
return instance;
}
void run(const Graph &graph, bool tune = false,
bool profiling = false) const override;
void dealloc(void *ptr) override { return free(ptr); };
void *alloc(size_t size) override {
return calloc((size + sizeof(uint64_t) - 1) / sizeof(uint64_t),
sizeof(uint64_t));
};
void copyBlobFromCPU(void *dst, const void *src,
size_t bytes) const override;
void copyBlobToCPU(void *dst, const void *src, size_t bytes) const override;
void copyBlobInsideRuntime(void *dst, const void *src,
size_t bytes) const override;
string toString() const override;
};
} // namespace infini