forked from mindspore-Ecosystem/mindspore
use context memeory variable in ascend memroy allocate
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6b2724286b
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d2d4fdeb04
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@ -13,7 +13,7 @@
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#include <string>
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#include "device/ascend/ascend_memory_manager.h"
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#include "device/ascend/ascend_memory_pool.h"
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#include "utils/context/ms_context.h"
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@ -21,25 +21,52 @@
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namespace mindspore {
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namespace device {
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namespace ascend {
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const uint64_t kAscendDeviceMemGB = 26;
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const uint64_t kAscendMemPoolGB = 4;
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const uint64_t kAscendDeviceMemSize = (kAscendDeviceMemGB << 30);
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const uint64_t kAscendMemPoolSize = (kAscendMemPoolGB << 30);
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constexpr uint64_t kAscendDeviceMemGB = 26;
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constexpr uint64_t kAscendMemPoolGB = 4;
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constexpr uint64_t kMemSizeGB = 30;
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constexpr uint64_t kMaxMemSizeGB = 30;
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constexpr uint64_t kAscendDeviceMemSize = (kAscendDeviceMemGB << kMemSizeGB);
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constexpr uint64_t kAscendMemPoolSize = (kAscendMemPoolGB << kMemSizeGB);
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void AscendMemoryManager::MallocDeviceMemory() {
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device_mem_size_ = kAscendDeviceMemSize;
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auto context_mem = GetDeviceMemSizeFromContext();
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device_mem_size_ = context_mem == 0 ? kAscendDeviceMemSize : context_mem;
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static_mem_offset_ = device_mem_size_;
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auto ret = rtMalloc(reinterpret_cast<void **>(&device_mem_base_), static_mem_offset_, RT_MEMORY_HBM);
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if (ret != RT_ERROR_NONE) {
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MS_EXCEPTION(DeviceProcessError) << "rtMalloc mem size[" << static_mem_offset_ << "] fail, ret[" << ret << "]";
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}
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device_mem_pool_size_ = kAscendMemPoolSize;
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ret = rtMalloc(reinterpret_cast<void **>(&device_mem_pool_base_), device_mem_pool_size_, RT_MEMORY_HBM);
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if (ret != RT_ERROR_NONE) {
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MS_EXCEPTION(DeviceProcessError) << "rtMalloc mem size[" << device_mem_pool_size_ << "] fail, ret[" << ret << "]";
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if (context_mem == 0) {
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device_mem_pool_size_ = kAscendMemPoolSize;
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ret = rtMalloc(reinterpret_cast<void **>(&device_mem_pool_base_), device_mem_pool_size_, RT_MEMORY_HBM);
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if (ret != RT_ERROR_NONE) {
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MS_EXCEPTION(DeviceProcessError) << "rtMalloc mem size[" << device_mem_pool_size_ << "] fail, ret[" << ret << "]";
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}
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AscendMemoryPool::GetInstance().set_device_mem_pool_base(device_mem_pool_base_);
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AscendMemoryPool::GetInstance().set_device_mem_pool_size(device_mem_pool_size_);
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}
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AscendMemoryPool::GetInstance().set_device_mem_pool_base(device_mem_pool_base_);
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AscendMemoryPool::GetInstance().set_device_mem_pool_size(device_mem_pool_size_);
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}
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uint64_t AscendMemoryManager::GetDeviceMemSizeFromContext() {
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auto context = MsContext::GetInstance();
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MS_EXCEPTION_IF_NULL(context);
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auto variable_memory_max_size = context->variable_memory_max_size();
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if (variable_memory_max_size == "0") {
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return 0;
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}
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MS_LOG(INFO) << "context variable_memory_max_size:" << variable_memory_max_size;
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auto pos = variable_memory_max_size.find('*');
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if (pos == std::string::npos) {
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MS_LOG(EXCEPTION) << "Invalid variable_memory_max_size";
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}
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auto gb_str = variable_memory_max_size.substr(0, pos);
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auto gb_var = std::stoull(gb_str);
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MS_LOG(INFO) << "variable_memory_max_size(GB):" << gb_var;
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if (gb_var > kMaxMemSizeGB || gb_var == 0) {
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MS_LOG(EXCEPTION) << "Invalid allocate memory size:" << gb_var << " which should be in (0-30]GB";
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}
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return gb_var << kMemSizeGB;
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}
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void AscendMemoryManager::FreeDeviceMemory() {
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@ -32,6 +32,8 @@ class AscendMemoryManager : public MemoryManager {
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private:
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uint8_t *device_mem_pool_base_{nullptr};
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uint64_t device_mem_pool_size_{0};
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uint64_t GetDeviceMemSizeFromContext();
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};
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} // namespace ascend
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} // namespace device
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@ -140,6 +140,10 @@ class MsContext {
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variable_memory_max_size_ = variable_memory_max_size;
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}
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const std::string &variable_memory_max_size() const { return variable_memory_max_size_; }
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const std::string &graph_memory_max_size() const { return graph_memory_max_size_; }
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void set_enable_profiling(bool flag) { profiling_mode_ = flag; }
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bool enable_profiling() const { return profiling_mode_; }
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