add some op to xpu2 op list && format xpu op list (#37832)

* format xpu op list

* format xpu op list

* update xpu1 op list

paddle/fluid/platform/device/xpu/xpu1_op_list.h

@@ -29,40 +29,35 @@ using XPUOpMap = std::unordered_map<std::string, XPUKernelSet>;
 XPUOpMap& get_kl1_ops() {
   // KL1支持的op，通过op_name, data_type, place来索引
   static XPUOpMap s_xpu1_kernels{
-      {"relu", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"relu_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"tanh", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"tanh_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"sigmoid", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"sigmoid_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"gelu", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"gelu_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"sqrt", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"sqrt_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"square", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"square_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"hard_switch", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"hard_switch_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"leaky_relu", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"leaky_relu_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"log", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"pow", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"abs", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"affine_channel",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"accuracy", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"adam", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"adamw", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"affine_channel_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"affine_channel",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"arg_max", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"assign", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                                pOpKernelType(vartype::FP64, XPUPlace()),
                                pOpKernelType(vartype::INT32, XPUPlace()),
                                pOpKernelType(vartype::INT64, XPUPlace()),
                                pOpKernelType(vartype::BOOL, XPUPlace())})},
-      {"batch_norm", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"batch_norm_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"batch_norm", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"bilinear_interp",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"bilinear_interp_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"bilinear_interp_v2",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"bilinear_interp_v2_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"broadcast", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                                  pOpKernelType(vartype::FP64, XPUPlace()),
+                                  pOpKernelType(vartype::INT32, XPUPlace()),
+                                  pOpKernelType(vartype::INT64, XPUPlace())})},
       {"cast", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                              pOpKernelType(vartype::INT64, XPUPlace()),
                              pOpKernelType(vartype::INT32, XPUPlace())})},
@@ -72,188 +67,197 @@ XPUOpMap& get_kl1_ops() {
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP64, XPUPlace()),
                      pOpKernelType(vartype::INT32, XPUPlace())})},
-      {"c_reduce_sum",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"c_allreduce_sum",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"broadcast", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                                  pOpKernelType(vartype::FP64, XPUPlace()),
-                                  pOpKernelType(vartype::INT32, XPUPlace()),
-                                  pOpKernelType(vartype::INT64, XPUPlace())})},
       {"concat", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"concat_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"logicalor", XPUKernelSet({pOpKernelType(vartype::BOOL, XPUPlace()),
-                                  pOpKernelType(vartype::INT8, XPUPlace()),
-                                  pOpKernelType(vartype::INT16, XPUPlace()),
-                                  pOpKernelType(vartype::INT32, XPUPlace()),
-                                  pOpKernelType(vartype::INT64, XPUPlace()),
-                                  pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"logicaland", XPUKernelSet({pOpKernelType(vartype::BOOL, XPUPlace()),
-                                   pOpKernelType(vartype::INT8, XPUPlace()),
-                                   pOpKernelType(vartype::INT16, XPUPlace()),
-                                   pOpKernelType(vartype::INT32, XPUPlace()),
-                                   pOpKernelType(vartype::INT64, XPUPlace()),
-                                   pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"logicalnot", XPUKernelSet({pOpKernelType(vartype::BOOL, XPUPlace()),
-                                   pOpKernelType(vartype::INT8, XPUPlace()),
-                                   pOpKernelType(vartype::INT16, XPUPlace()),
-                                   pOpKernelType(vartype::INT32, XPUPlace()),
-                                   pOpKernelType(vartype::INT64, XPUPlace()),
-                                   pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"depthwise_conv2d",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"depthwise_conv2d_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"conv2d", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"conv2d_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"deformable_conv",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"deformable_conv_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"depthwise_conv2d",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"depthwise_conv2d_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"dropout", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"dropout_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"elementwise_sub",
+      {"c_allreduce_sum",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"elementwise_sub_grad",
+      {"c_reduce_sum",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"elementwise_add",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"elementwise_add_grad",
+      {"elementwise_div_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"elementwise_div",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"elementwise_div_grad",
+      {"elementwise_floordiv",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"elementwise_pow",
+      {"elementwise_max_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"elementwise_floordiv",
+      {"elementwise_max",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"elementwise_mul",
+      {"elementwise_min_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"elementwise_min",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"elementwise_mul_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"elementwise_max",
+      {"elementwise_mul",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"elementwise_max_grad",
+      {"elementwise_pow",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"elementwise_min",
+      {"elementwise_sub_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"elementwise_min_grad",
+      {"elementwise_sub",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"expand_as_v2",
+       XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
+                     pOpKernelType(vartype::INT64, XPUPlace()),
+                     pOpKernelType(vartype::BOOL, XPUPlace()),
+                     pOpKernelType(vartype::FP16, XPUPlace()),
+                     pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"expand_v2", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
+                                  pOpKernelType(vartype::INT64, XPUPlace()),
+                                  pOpKernelType(vartype::BOOL, XPUPlace()),
+                                  pOpKernelType(vartype::FP16, XPUPlace()),
+                                  pOpKernelType(vartype::FP32, XPUPlace())})},
       {"fill_constant",
        XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
                      pOpKernelType(vartype::INT64, XPUPlace()),
                      pOpKernelType(vartype::FP64, XPUPlace()),
                      pOpKernelType(vartype::BOOL, XPUPlace()),
                      pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"gather", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"gather_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"gather", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"gaussian_random",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"bilinear_interp",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"bilinear_interp_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"nearest_interp",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"nearest_interp_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"bilinear_interp_v2",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"bilinear_interp_v2_grad",
+      {"gelu_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"gelu", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"hard_switch_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"nearest_interp_v2",
+      {"hard_switch", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"iou_similarity",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"nearest_interp_v2_grad",
+      {"lamb", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"layer_norm_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"layer_norm", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"layer_norm_grad",
+      {"leaky_relu_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"leaky_relu", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"load", XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
                              pOpKernelType(vartype::INT8, XPUPlace()),
                              pOpKernelType(vartype::INT32, XPUPlace()),
                              pOpKernelType(vartype::INT64, XPUPlace()),
                              pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"log_loss", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"logicaland", XPUKernelSet({pOpKernelType(vartype::BOOL, XPUPlace()),
+                                   pOpKernelType(vartype::INT8, XPUPlace()),
+                                   pOpKernelType(vartype::INT16, XPUPlace()),
+                                   pOpKernelType(vartype::INT32, XPUPlace()),
+                                   pOpKernelType(vartype::INT64, XPUPlace()),
+                                   pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"logicalnot", XPUKernelSet({pOpKernelType(vartype::BOOL, XPUPlace()),
+                                   pOpKernelType(vartype::INT8, XPUPlace()),
+                                   pOpKernelType(vartype::INT16, XPUPlace()),
+                                   pOpKernelType(vartype::INT32, XPUPlace()),
+                                   pOpKernelType(vartype::INT64, XPUPlace()),
+                                   pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"logicalor", XPUKernelSet({pOpKernelType(vartype::BOOL, XPUPlace()),
+                                  pOpKernelType(vartype::INT8, XPUPlace()),
+                                  pOpKernelType(vartype::INT16, XPUPlace()),
+                                  pOpKernelType(vartype::INT32, XPUPlace()),
+                                  pOpKernelType(vartype::INT64, XPUPlace()),
+                                  pOpKernelType(vartype::FP32, XPUPlace())})},
       {"log_loss_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"lookup_table_v2",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"log_loss", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"logsumexp", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"log", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"lookup_table_v2_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"matmul", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"lookup_table_v2",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"matmul_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"matmul_v2", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"matmul_v2_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"mean", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"matmul_v2", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"matmul", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"mean_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"accuracy", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"mul", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"mean", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"momuntem", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"mul_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"one_hot", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
-                                pOpKernelType(vartype::INT64, XPUPlace())})},
+      {"mul", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"nearest_interp_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"nearest_interp_v2_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"nearest_interp_v2",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"nearest_interp",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"one_hot_v2", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
                                    pOpKernelType(vartype::INT64, XPUPlace())})},
-      {"sgd", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"adam", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"adamw", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"rmsprop", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"lamb", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"pool2d", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"one_hot", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
+                                pOpKernelType(vartype::INT64, XPUPlace())})},
       {"pool2d_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"pool2d", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"pow", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"range", XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
                               pOpKernelType(vartype::INT64, XPUPlace()),
                               pOpKernelType(vartype::INT32, XPUPlace()),
                               pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"reduce_sum", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"reduce_sum_grad",
+      {"reduce_max_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"reduce_mean", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"logsumexp", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"reduce_max", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"reduce_max_grad",
+      {"reduce_mean", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"reduce_sum_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"reshape2", XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
-                                 pOpKernelType(vartype::INT64, XPUPlace()),
-                                 pOpKernelType(vartype::INT32, XPUPlace()),
-                                 pOpKernelType(vartype::BOOL, XPUPlace()),
-                                 pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"reduce_sum", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"relu_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"relu", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"reshape2_grad",
        XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
                      pOpKernelType(vartype::INT64, XPUPlace()),
                      pOpKernelType(vartype::INT32, XPUPlace()),
                      pOpKernelType(vartype::BOOL, XPUPlace()),
                      pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"rnn", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"reshape2", XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
+                                 pOpKernelType(vartype::INT64, XPUPlace()),
+                                 pOpKernelType(vartype::INT32, XPUPlace()),
+                                 pOpKernelType(vartype::BOOL, XPUPlace()),
+                                 pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"rmsprop", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"rnn_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"roi_align", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"rnn", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"roi_align_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"roi_align", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"scale", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"sgd", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"shape", XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
                               pOpKernelType(vartype::INT64, XPUPlace()),
                               pOpKernelType(vartype::INT32, XPUPlace()),
                               pOpKernelType(vartype::BOOL, XPUPlace()),
                               pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"sigmoid_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"sigmoid", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"sign", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"slice_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"slice", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                               pOpKernelType(vartype::INT32, XPUPlace())})},
-      {"slice_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"softmax", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"softmax_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"softmax_with_cross_entropy",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"squeeze", XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
-                                pOpKernelType(vartype::INT64, XPUPlace()),
-                                pOpKernelType(vartype::INT32, XPUPlace()),
-                                pOpKernelType(vartype::BOOL, XPUPlace()),
-                                pOpKernelType(vartype::INT8, XPUPlace()),
-                                pOpKernelType(vartype::UINT8, XPUPlace()),
-                                pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"squeeze_grad",
+      {"softmax", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"sqrt_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"sqrt", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"square_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"square", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"squeeze2_grad",
        XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
                      pOpKernelType(vartype::INT64, XPUPlace()),
                      pOpKernelType(vartype::INT32, XPUPlace()),
@@ -268,7 +272,7 @@ XPUOpMap& get_kl1_ops() {
                                  pOpKernelType(vartype::INT8, XPUPlace()),
                                  pOpKernelType(vartype::UINT8, XPUPlace()),
                                  pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"squeeze2_grad",
+      {"squeeze_grad",
        XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
                      pOpKernelType(vartype::INT64, XPUPlace()),
                      pOpKernelType(vartype::INT32, XPUPlace()),
@@ -276,27 +280,29 @@ XPUOpMap& get_kl1_ops() {
                      pOpKernelType(vartype::INT8, XPUPlace()),
                      pOpKernelType(vartype::UINT8, XPUPlace()),
                      pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"squeeze", XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
+                                pOpKernelType(vartype::INT64, XPUPlace()),
+                                pOpKernelType(vartype::INT32, XPUPlace()),
+                                pOpKernelType(vartype::BOOL, XPUPlace()),
+                                pOpKernelType(vartype::INT8, XPUPlace()),
+                                pOpKernelType(vartype::UINT8, XPUPlace()),
+                                pOpKernelType(vartype::FP32, XPUPlace())})},
       {"stack", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"sum", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"tanh_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"tanh", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"top_k", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"transpose", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"transpose_grad",
+      {"transpose2_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"transpose2", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"transpose2_grad",
+      {"transpose_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"transpose", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"truncated_gaussian_random",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"uniform_random",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"unsqueeze", XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
-                                  pOpKernelType(vartype::INT64, XPUPlace()),
-                                  pOpKernelType(vartype::INT32, XPUPlace()),
-                                  pOpKernelType(vartype::BOOL, XPUPlace()),
-                                  pOpKernelType(vartype::INT8, XPUPlace()),
-                                  pOpKernelType(vartype::UINT8, XPUPlace()),
-                                  pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"unsqueeze_grad",
+      {"unsqueeze2_grad",
        XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
                      pOpKernelType(vartype::INT64, XPUPlace()),
                      pOpKernelType(vartype::INT32, XPUPlace()),
@@ -311,7 +317,7 @@ XPUOpMap& get_kl1_ops() {
                                    pOpKernelType(vartype::INT8, XPUPlace()),
                                    pOpKernelType(vartype::UINT8, XPUPlace()),
                                    pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"unsqueeze2_grad",
+      {"unsqueeze_grad",
        XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
                      pOpKernelType(vartype::INT64, XPUPlace()),
                      pOpKernelType(vartype::INT32, XPUPlace()),
@@ -319,21 +325,13 @@ XPUOpMap& get_kl1_ops() {
                      pOpKernelType(vartype::INT8, XPUPlace()),
                      pOpKernelType(vartype::UINT8, XPUPlace()),
                      pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"momuntem", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"iou_similarity",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"arg_max", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"expand_v2", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
+      {"unsqueeze", XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
                                   pOpKernelType(vartype::INT64, XPUPlace()),
+                                  pOpKernelType(vartype::INT32, XPUPlace()),
                                   pOpKernelType(vartype::BOOL, XPUPlace()),
-                                  pOpKernelType(vartype::FP16, XPUPlace()),
+                                  pOpKernelType(vartype::INT8, XPUPlace()),
+                                  pOpKernelType(vartype::UINT8, XPUPlace()),
                                   pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"expand_as_v2",
-       XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
-                     pOpKernelType(vartype::INT64, XPUPlace()),
-                     pOpKernelType(vartype::BOOL, XPUPlace()),
-                     pOpKernelType(vartype::FP16, XPUPlace()),
-                     pOpKernelType(vartype::FP32, XPUPlace())})},
       // AddMore
   };
 

paddle/fluid/platform/device/xpu/xpu2_op_list.h

@@ -29,141 +29,109 @@ using XPUOpMap = std::unordered_map<std::string, XPUKernelSet>;
 XPUOpMap& get_kl2_ops() {
   // KL1支持的op，通过op_name, data_type, place来索引
   static XPUOpMap s_xpu2_kernels{
-      {"label_smooth",
+      {"adamw", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"adam", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"arg_max", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"assign_value",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"mul", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                            pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"elementwise_sub",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                     pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"elementwise_sub_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                     pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"elementwise_add",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                     pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"batch_norm_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"batch_norm", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"cast", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                             pOpKernelType(vartype::FP16, XPUPlace()),
+                             pOpKernelType(vartype::BOOL, XPUPlace()),
+                             pOpKernelType(vartype::INT64, XPUPlace()),
+                             pOpKernelType(vartype::INT32, XPUPlace())})},
+      {"clip", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"concat_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"concat", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"conv2d_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"conv2d", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"depthwise_conv2d_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"depthwise_conv2d",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"dropout_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"dropout", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"elementwise_add_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"elementwise_div",
+      {"elementwise_add",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"elementwise_div_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"elementwise_div_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"elementwise_pow",
+      {"elementwise_div",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"elementwise_div",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
       {"elementwise_floordiv",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"elementwise_mul",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                     pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"elementwise_mul_grad",
+      {"elementwise_max_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
       {"elementwise_max",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"elementwise_max_grad",
+      {"elementwise_min_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
       {"elementwise_min",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"elementwise_min_grad",
+      {"elementwise_mul_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"momentum", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"batch_norm", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"batch_norm_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"layer_norm", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                                   pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"layer_norm_grad",
+      {"elementwise_mul",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"mean", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                             pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"mean_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                                  pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"adam", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"adamw", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"reduce_sum", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"reduce_sum_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"softmax", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"softmax_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"softmax_with_cross_entropy",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"softmax_with_cross_entropy_grad",
+      {"elementwise_pow",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"sum", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                            pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"transpose", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                                  pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"transpose_grad",
+      {"elementwise_sub_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"transpose2", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                                   pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"transpose2_grad",
+      {"elementwise_sub",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"iou_similarity",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"arg_max", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"reduce_mean", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"reduce_mean_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"slice", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                              pOpKernelType(vartype::FP16, XPUPlace()),
-                              pOpKernelType(vartype::INT32, XPUPlace())})},
-      {"slice_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                                   pOpKernelType(vartype::FP16, XPUPlace()),
-                                   pOpKernelType(vartype::INT32, XPUPlace())})},
       {"equal", XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
                               pOpKernelType(vartype::INT32, XPUPlace()),
                               pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"not_equal", XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
-                                  pOpKernelType(vartype::INT32, XPUPlace()),
-                                  pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"less_than", XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
-                                  pOpKernelType(vartype::INT32, XPUPlace()),
-                                  pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"less_equal", XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
-                                   pOpKernelType(vartype::INT32, XPUPlace()),
-                                   pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"greater_than",
-       XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
-                     pOpKernelType(vartype::INT32, XPUPlace()),
+      {"expand_as_v2",
+       XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
+                     pOpKernelType(vartype::INT64, XPUPlace()),
+                     pOpKernelType(vartype::BOOL, XPUPlace()),
+                     pOpKernelType(vartype::FP16, XPUPlace()),
                      pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"greater_equal",
+      {"expand_v2", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
+                                  pOpKernelType(vartype::INT64, XPUPlace()),
+                                  pOpKernelType(vartype::BOOL, XPUPlace()),
+                                  pOpKernelType(vartype::FP16, XPUPlace()),
+                                  pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"fill_any_like",
        XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
                      pOpKernelType(vartype::INT32, XPUPlace()),
+                     pOpKernelType(vartype::FP16, XPUPlace()),
                      pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"clip", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"stack", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                              pOpKernelType(vartype::INT64, XPUPlace()),
-                              pOpKernelType(vartype::INT32, XPUPlace())})},
-      {"cast", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                             pOpKernelType(vartype::FP16, XPUPlace()),
-                             pOpKernelType(vartype::BOOL, XPUPlace()),
-                             pOpKernelType(vartype::INT64, XPUPlace()),
-                             pOpKernelType(vartype::INT32, XPUPlace())})},
-      {"fill_any_like",
+      {"fill_constant",
        XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
                      pOpKernelType(vartype::INT32, XPUPlace()),
+                     pOpKernelType(vartype::INT16, XPUPlace()),
+                     pOpKernelType(vartype::INT8, XPUPlace()),
+                     pOpKernelType(vartype::BOOL, XPUPlace()),
+                     pOpKernelType(vartype::FP64, XPUPlace()),
+                     pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace()),
-                     pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"flatten", XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
-                                pOpKernelType(vartype::INT32, XPUPlace()),
-                                pOpKernelType(vartype::INT8, XPUPlace()),
-                                pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"flatten_grad",
+                     pOpKernelType(vartype::BF16, XPUPlace()),
+                     pOpKernelType(vartype::COMPLEX64, XPUPlace()),
+                     pOpKernelType(vartype::COMPLEX128, XPUPlace())})},
+      {"flatten2_grad",
        XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
                      pOpKernelType(vartype::INT32, XPUPlace()),
                      pOpKernelType(vartype::INT8, XPUPlace()),
@@ -172,124 +140,205 @@ XPUOpMap& get_kl2_ops() {
                                  pOpKernelType(vartype::INT32, XPUPlace()),
                                  pOpKernelType(vartype::INT8, XPUPlace()),
                                  pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"flatten2_grad",
+      {"flatten_contiguous_range_grad",
        XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
                      pOpKernelType(vartype::INT32, XPUPlace()),
                      pOpKernelType(vartype::INT8, XPUPlace()),
+                     pOpKernelType(vartype::FP16, XPUPlace()),
                      pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"matmul_v2", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"matmul_v2_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"matmul", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"matmul_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"relu", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"relu_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"assign_value",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"dropout", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"dropout_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"elementwise_div",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"elementwise_div_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"range", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                              pOpKernelType(vartype::INT64, XPUPlace())})},
-      {"reshape2", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"reshape2_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"shape", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                              pOpKernelType(vartype::INT64, XPUPlace())})},
-      {"one_hot_v2", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                                   pOpKernelType(vartype::INT64, XPUPlace())})},
-      {"layer_norm", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"layer_norm_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"lookup_table_v2",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"lookup_table_v2_grad",
-       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"scale", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-
       {"flatten_contiguous_range",
        XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
                      pOpKernelType(vartype::INT32, XPUPlace()),
                      pOpKernelType(vartype::INT8, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace()),
                      pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"flatten_contiguous_range_grad",
+      {"flatten_grad",
        XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
                      pOpKernelType(vartype::INT32, XPUPlace()),
                      pOpKernelType(vartype::INT8, XPUPlace()),
-                     pOpKernelType(vartype::FP16, XPUPlace()),
                      pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"scale", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                              pOpKernelType(vartype::FP16, XPUPlace()),
-                              pOpKernelType(vartype::INT64, XPUPlace())})},
-      {"tanh", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                             pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"tanh_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+      {"flatten", XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
+                                pOpKernelType(vartype::INT32, XPUPlace()),
+                                pOpKernelType(vartype::INT8, XPUPlace()),
+                                pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"gather_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                                    pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"gather_nd", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
+                                  pOpKernelType(vartype::INT64, XPUPlace()),
+                                  pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"gather", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                               pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"gaussian_random",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"gelu_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                                   pOpKernelType(vartype::FP16, XPUPlace())})},
       {"gelu", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                              pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"gelu_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                                  pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"gather", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                               pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"gather_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                                    pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"fill_constant",
+      {"greater_equal",
        XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
                      pOpKernelType(vartype::INT32, XPUPlace()),
-                     pOpKernelType(vartype::INT16, XPUPlace()),
-                     pOpKernelType(vartype::INT8, XPUPlace()),
-                     pOpKernelType(vartype::BOOL, XPUPlace()),
-                     pOpKernelType(vartype::FP64, XPUPlace()),
-                     pOpKernelType(vartype::FP32, XPUPlace()),
-                     pOpKernelType(vartype::FP16, XPUPlace()),
-                     pOpKernelType(vartype::BF16, XPUPlace()),
-                     pOpKernelType(vartype::COMPLEX64, XPUPlace()),
-                     pOpKernelType(vartype::COMPLEX128, XPUPlace())})},
-      {"softmax", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
-                                pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"softmax_grad",
+                     pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"greater_than",
+       XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
+                     pOpKernelType(vartype::INT32, XPUPlace()),
+                     pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"iou_similarity",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"label_smooth",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"layer_norm_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"layer_norm_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
                      pOpKernelType(vartype::FP16, XPUPlace())})},
-      {"gather_nd", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
-                                  pOpKernelType(vartype::INT64, XPUPlace()),
+      {"layer_norm", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"layer_norm", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                                   pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"less_equal", XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
+                                   pOpKernelType(vartype::INT32, XPUPlace()),
+                                   pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"less_than", XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
+                                  pOpKernelType(vartype::INT32, XPUPlace()),
                                   pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"tile", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
-                             pOpKernelType(vartype::INT64, XPUPlace()),
-                             pOpKernelType(vartype::BOOL, XPUPlace()),
-                             pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"where", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
-                              pOpKernelType(vartype::INT64, XPUPlace()),
-                              pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"where_index", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
-                                    pOpKernelType(vartype::BOOL, XPUPlace()),
-                                    pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"log", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"lookup_table_v2_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"lookup_table_v2",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
       {"masked_select",
        XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
                      pOpKernelType(vartype::INT64, XPUPlace()),
                      pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"expand_v2", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
-                                  pOpKernelType(vartype::INT64, XPUPlace()),
-                                  pOpKernelType(vartype::BOOL, XPUPlace()),
-                                  pOpKernelType(vartype::FP16, XPUPlace()),
+      {"matmul_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"matmul_v2_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"matmul_v2", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"matmul", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"mean_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                                  pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"mean", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                             pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"momentum", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"mul", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                            pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"not_equal", XPUKernelSet({pOpKernelType(vartype::INT64, XPUPlace()),
+                                  pOpKernelType(vartype::INT32, XPUPlace()),
                                   pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"expand_as_v2",
-       XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
+      {"one_hot_v2", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                                   pOpKernelType(vartype::INT64, XPUPlace())})},
+      {"pool2d_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                                    pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"pool2d", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                               pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"prior_box", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"range", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                              pOpKernelType(vartype::INT64, XPUPlace())})},
+      {"reduce_max_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"reduce_max", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"reduce_mean_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"reduce_mean", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"reduce_sum_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"reduce_sum", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"relu_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"relu", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"reshape2_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
                      pOpKernelType(vartype::INT64, XPUPlace()),
+                     pOpKernelType(vartype::INT32, XPUPlace()),
                      pOpKernelType(vartype::BOOL, XPUPlace()),
-                     pOpKernelType(vartype::FP16, XPUPlace()),
                      pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"depthwise_conv2d",
+      {"reshape2", XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
+                                 pOpKernelType(vartype::INT64, XPUPlace()),
+                                 pOpKernelType(vartype::INT32, XPUPlace()),
+                                 pOpKernelType(vartype::BOOL, XPUPlace()),
+                                 pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"scale", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"scale", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                              pOpKernelType(vartype::FP16, XPUPlace()),
+                              pOpKernelType(vartype::INT64, XPUPlace())})},
+      {"shape", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                              pOpKernelType(vartype::INT64, XPUPlace())})},
+      {"slice_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                                   pOpKernelType(vartype::FP16, XPUPlace()),
+                                   pOpKernelType(vartype::INT32, XPUPlace())})},
+      {"slice", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                              pOpKernelType(vartype::FP16, XPUPlace()),
+                              pOpKernelType(vartype::INT32, XPUPlace())})},
+      {"softmax_grad",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"depthwise_conv2d_grad",
+      {"softmax_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                     pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"softmax_with_cross_entropy_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                     pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"softmax_with_cross_entropy",
        XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"conv2d", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"conv2d_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
-      {"prior_box", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"softmax", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"softmax", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                                pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"squeeze2_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
+                     pOpKernelType(vartype::INT64, XPUPlace()),
+                     pOpKernelType(vartype::INT32, XPUPlace()),
+                     pOpKernelType(vartype::BOOL, XPUPlace()),
+                     pOpKernelType(vartype::INT8, XPUPlace()),
+                     pOpKernelType(vartype::UINT8, XPUPlace()),
+                     pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"squeeze2", XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
+                                 pOpKernelType(vartype::INT64, XPUPlace()),
+                                 pOpKernelType(vartype::INT32, XPUPlace()),
+                                 pOpKernelType(vartype::BOOL, XPUPlace()),
+                                 pOpKernelType(vartype::INT8, XPUPlace()),
+                                 pOpKernelType(vartype::UINT8, XPUPlace()),
+                                 pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"stack", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                              pOpKernelType(vartype::INT64, XPUPlace()),
+                              pOpKernelType(vartype::INT32, XPUPlace())})},
+      {"sum", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                            pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"tanh_grad", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                                  pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"tanh", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                             pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"tile", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
+                             pOpKernelType(vartype::INT64, XPUPlace()),
+                             pOpKernelType(vartype::BOOL, XPUPlace()),
+                             pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"transpose2_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                     pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"transpose2", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                                   pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"transpose_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                     pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"transpose", XPUKernelSet({pOpKernelType(vartype::FP32, XPUPlace()),
+                                  pOpKernelType(vartype::FP16, XPUPlace())})},
+      {"unsqueeze2_grad",
+       XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
+                     pOpKernelType(vartype::INT64, XPUPlace()),
+                     pOpKernelType(vartype::INT32, XPUPlace()),
+                     pOpKernelType(vartype::BOOL, XPUPlace()),
+                     pOpKernelType(vartype::INT8, XPUPlace()),
+                     pOpKernelType(vartype::UINT8, XPUPlace()),
+                     pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"unsqueeze2", XPUKernelSet({pOpKernelType(vartype::FP64, XPUPlace()),
+                                   pOpKernelType(vartype::INT64, XPUPlace()),
+                                   pOpKernelType(vartype::INT32, XPUPlace()),
+                                   pOpKernelType(vartype::BOOL, XPUPlace()),
+                                   pOpKernelType(vartype::INT8, XPUPlace()),
+                                   pOpKernelType(vartype::UINT8, XPUPlace()),
+                                   pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"where_index", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
+                                    pOpKernelType(vartype::BOOL, XPUPlace()),
+                                    pOpKernelType(vartype::FP32, XPUPlace())})},
+      {"where", XPUKernelSet({pOpKernelType(vartype::INT32, XPUPlace()),
+                              pOpKernelType(vartype::INT64, XPUPlace()),
+                              pOpKernelType(vartype::FP32, XPUPlace())})},
       // AddMore
   };