add xpu and npu support for animegan_v2_hayao_64. (#1648)

modules/image/Image_gan/style_transfer/animegan_v2_hayao_64/model.py

@@ -8,9 +8,9 @@ __all__ = ['Model']
 
 class Model():
     # 初始化函数
-    def __init__(self, modelpath, use_gpu=False, use_mkldnn=True, combined=True):
+    def __init__(self, modelpath, use_gpu=False, use_mkldnn=True, combined=True, use_device=None):
         # 加载模型预测器
-        self.predictor = self.load_model(modelpath, use_gpu, use_mkldnn, combined)
+        self.predictor = self.load_model(modelpath, use_gpu, use_mkldnn, combined, use_device)
 
         # 获取模型的输入输出
         self.input_names = self.predictor.get_input_names()
@@ -18,18 +18,16 @@ class Model():
         self.input_handle = self.predictor.get_input_handle(self.input_names[0])
         self.output_handle = self.predictor.get_output_handle(self.output_names[0])
 
-    # 模型加载函数
-    def load_model(self, modelpath, use_gpu, use_mkldnn, combined):
-        # 对运行位置进行配置
-        if use_gpu:
-            try:
-                int(os.environ.get('CUDA_VISIBLE_DEVICES'))
-            except Exception:
-                print(
-                    'Error! Unable to use GPU. Please set the environment variables "CUDA_VISIBLE_DEVICES=GPU_id" to use GPU.'
-                )
-                use_gpu = False
+    def _get_device_id(self, places):
+        try:
+            places = os.environ[places]
+            id = int(places)
+        except:
+            id = -1
+        return id
 
+    # 模型加载函数
+    def load_model(self, modelpath, use_gpu, use_mkldnn, combined, use_device):
         # 加载模型参数
         if combined:
             model = os.path.join(modelpath, "__model__")
@@ -38,13 +36,50 @@ class Model():
         else:
             config = Config(modelpath)
 
-        # 设置参数
-        if use_gpu:
-            config.enable_use_gpu(100, 0)
+        # 对运行位置进行配置
+        if use_device is not None:
+            if use_device == "cpu":
+                if use_mkldnn:
+                    config.enable_mkldnn()
+            elif use_device == "xpu":
+                xpu_id = self._get_device_id("XPU_VISIBLE_DEVICES")
+                if xpu_id != -1:
+                    config.enable_xpu(100)
+                else:
+                    print(
+                        'Error! Unable to use XPU. Please set the environment variables "XPU_VISIBLE_DEVICES=XPU_id" to use XPU.'
+                    )
+            elif use_device == "npu":
+                npu_id = self._get_device_id("FLAGS_selected_npus")
+                if npu_id != -1:
+                    config.enable_npu(device_id=npu_id)
+                else:
+                    print(
+                        'Error! Unable to use NPU. Please set the environment variables "FLAGS_selected_npus=NPU_id" to use NPU.'
+                    )
+            elif use_device == "gpu":
+                gpu_id = self._get_device_id("CUDA_VISIBLE_DEVICES")
+                if gpu_id != -1:
+                    config.enable_use_gpu(100, gpu_id)
+                else:
+                    print(
+                        'Error! Unable to use GPU. Please set the environment variables "CUDA_VISIBLE_DEVICES=GPU_id" to use GPU.'
+                    )
+            else:
+                raise Exception("Unsupported device: " + use_device)
         else:
-            config.disable_gpu()
-            if use_mkldnn:
-                config.enable_mkldnn()
+            if use_gpu:
+                gpu_id = self._get_device_id("CUDA_VISIBLE_DEVICES")
+                if gpu_id != -1:
+                    config.enable_use_gpu(100, gpu_id)
+                else:
+                    print(
+                        'Error! Unable to use GPU. Please set the environment variables "CUDA_VISIBLE_DEVICES=GPU_id" to use GPU.'
+                    )
+            else:
+                if use_mkldnn:
+                    config.enable_mkldnn()
+
         config.disable_glog_info()
         config.switch_ir_optim(True)
         config.enable_memory_optim()

modules/image/Image_gan/style_transfer/animegan_v2_hayao_64/module.py

@@ -17,14 +17,15 @@ from animegan_v2_hayao_64.processor import base64_to_cv2, cv2_to_base64, Process
 )
 class Animegan_V2_Hayao_64(Module):
     # 初始化函数
-    def __init__(self, name=None, use_gpu=False):
+    def __init__(self, name=None, use_gpu=False, use_device=None):
         # 设置模型路径
         self.model_path = os.path.join(self.directory, "animegan_v2_hayao_64")
 
         # 加载模型
-        self.model = Model(modelpath=self.model_path, use_gpu=use_gpu, use_mkldnn=False, combined=False)
+        self.model = Model(
+            modelpath=self.model_path, use_gpu=use_gpu, use_mkldnn=False, combined=False, use_device=use_device)
 
-    # 关键点检测函数
+    # 风格转换函数
     def style_transfer(self,
                        images=None,
                        paths=None,