diff --git a/paddle/phi/api/yaml/ops.yaml b/paddle/phi/api/yaml/ops.yaml
index 8e3a6c2f2040cebf6e49021bf909c4b20f979488..38aca867e277eaeabdaf3db312f7e9142167744b 100644
--- a/paddle/phi/api/yaml/ops.yaml
+++ b/paddle/phi/api/yaml/ops.yaml
@@ -877,6 +877,7 @@
     func : IndexPutInferMeta
   kernel :
     func : index_put
+    data_type : x
   inplace : (x -> out)
   backward : index_put_grad
 
diff --git a/paddle/phi/kernels/cpu/index_put_grad_kernel.cc b/paddle/phi/kernels/cpu/index_put_grad_kernel.cc
index 7374bcd403d12f100b6af69ae1bf909cc38a28b8..7c8ac0624e2d80dec7894e14130b3344eba2849c 100644
--- a/paddle/phi/kernels/cpu/index_put_grad_kernel.cc
+++ b/paddle/phi/kernels/cpu/index_put_grad_kernel.cc
@@ -183,7 +183,7 @@ void IndexPutGradKernel(const Context& dev_ctx,
       x.dtype(),
       value.dtype(),
       phi::errors::InvalidArgument(
-          "The data type of tensor in indices must be same to the data type "
+          "The data type of tensor value must be same to the data type "
           "of tensor x."));
   std::vector<DenseTensor> tmp_args;
   std::vector<const phi::DenseTensor*> int_indices_v =
diff --git a/paddle/phi/kernels/cpu/index_put_kernel.cc b/paddle/phi/kernels/cpu/index_put_kernel.cc
index da3e37ac2423649ea63ce5402c0edc934de28881..b35f2e1982ec33a0f1f8cf693a700264ae26ffe1 100644
--- a/paddle/phi/kernels/cpu/index_put_kernel.cc
+++ b/paddle/phi/kernels/cpu/index_put_kernel.cc
@@ -102,7 +102,7 @@ void IndexPutKernel(const Context& dev_ctx,
       x.dtype(),
       value.dtype(),
       phi::errors::InvalidArgument(
-          "The data type of tensor in indices must be same to the data type "
+          "The data type of tensor value must be same to the data type "
           "of tensor x."));
   PADDLE_ENFORCE_EQ(indices.empty(),
                     false,
diff --git a/paddle/phi/kernels/gpu/index_put_grad_kernel.cu b/paddle/phi/kernels/gpu/index_put_grad_kernel.cu
index 7ae1e42c067cbd6f9400d3d3a138b660e53ee3eb..9dca49ee7ff0fd869780067ef9732f889fd52c36 100644
--- a/paddle/phi/kernels/gpu/index_put_grad_kernel.cu
+++ b/paddle/phi/kernels/gpu/index_put_grad_kernel.cu
@@ -214,7 +214,7 @@ void IndexPutGradKernel(const Context& dev_ctx,
       x.dtype(),
       value.dtype(),
       phi::errors::InvalidArgument(
-          "The data type of tensor in indices must be same to the data type "
+          "The data type of tensor value must be same to the data type "
           "of tensor x."));
   std::vector<DenseTensor> tmp_args;
   std::vector<const phi::DenseTensor*> int_indices_v =
diff --git a/paddle/phi/kernels/gpu/index_put_kernel.cu b/paddle/phi/kernels/gpu/index_put_kernel.cu
index ad27993c35244cad0f2327696e060a632bcba744..fd4476fe11d98bee67dcb73a4486749f5cfd0826 100644
--- a/paddle/phi/kernels/gpu/index_put_kernel.cu
+++ b/paddle/phi/kernels/gpu/index_put_kernel.cu
@@ -110,7 +110,7 @@ void IndexPutKernel(const Context& dev_ctx,
       x.dtype(),
       value.dtype(),
       phi::errors::InvalidArgument(
-          "The data type of tensor in indices must be same to the data type "
+          "The data type of tensor value must be same to the data type "
           "of tensor x."));
   PADDLE_ENFORCE_EQ(indices.empty(),
                     false,