【CUDA Kernel No.74、75】lookup_table、lookup_table_grad算子Kernel修复 -part

paddle/phi/kernels/cpu/lookup_table_grad_kernel.cc

@@ -11,7 +11,7 @@
 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 // See the License for the specific language governing permissions and
 // limitations under the License.
-
+#include "paddle/phi/kernels/lookup_table_grad_kernel.h"
 #include <string>
 #include <vector>
 
@@ -25,8 +25,6 @@
 
 namespace phi {
 
-constexpr int64_t kNoPadding = -1;
-
 template <typename T, typename Context>
 void LookupTableGradKernel(const Context &dev_ctx,
                            const DenseTensor &w,

paddle/phi/kernels/cpu/lookup_table_kernel.cc

@@ -12,9 +12,9 @@
 // See the License for the specific language governing permissions and
 // limitations under the License.
 
+#include "paddle/phi/kernels/lookup_table_kernel.h"
 #include <string>
 #include <vector>
-
 #include "paddle/phi/core/dense_tensor.h"
 #include "paddle/phi/core/enforce.h"
 #include "paddle/phi/kernels/funcs/blas/blas.h"

paddle/phi/kernels/gpu/lookup_table_grad_kernel.cu

@@ -11,7 +11,7 @@
 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 // See the License for the specific language governing permissions and
 // limitations under the License.
-
+#include "paddle/phi/kernels/lookup_table_grad_kernel.h"
 #include "paddle/phi/backends/gpu/gpu_primitives.h"
 #include "paddle/phi/common/memory_utils.h"
 #include "paddle/phi/core/kernel_registry.h"

paddle/phi/kernels/gpu/lookup_table_kernel.cu

@@ -11,7 +11,7 @@
 // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 // See the License for the specific language governing permissions and
 // limitations under the License.
-
+#include "paddle/phi/kernels/lookup_table_kernel.h"
 #include "paddle/phi/backends/gpu/gpu_primitives.h"
 #include "paddle/phi/common/memory_utils.h"
 #include "paddle/phi/core/kernel_registry.h"

paddle/phi/kernels/lookup_table_grad_kernel.h

@@ -0,0 +1,109 @@
+// Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+#pragma once
+
+#include <string>
+#include <vector>
+
+#include "paddle/phi/core/dense_tensor.h"
+#include "paddle/phi/core/enforce.h"
+#include "paddle/phi/core/selected_rows.h"
+
+namespace phi {
+
+constexpr int64_t kNoPadding = -1;
+
+template <typename T, typename Context>
+void LookupTableGradCUDAKernel(const Context &dev_ctx,
+                               const DenseTensor &w,
+                               const DenseTensor &ids_in,
+                               const DenseTensor &out_grad,
+                               bool is_sparse,
+                               bool is_distributed,
+                               int64_t padding_idx,
+                               bool remote_prefetch,
+                               const std::string &entry_config,
+                               bool is_test,
+                               const std::string &entry,
+                               const std::string &table_class,
+                               const std::vector<std::string> &table_names,
+                               int trainer_id,
+                               bool grad_inplace,
+                               const std::vector<std::string> &epmap,
+                               const std::vector<int64_t> &height_sections,
+                               DenseTensor *w_grad);
+
+template <typename T, typename Context>
+void LookupTableSparseGradCUDAKernel(
+    const Context &dev_ctx,
+    const DenseTensor &w,
+    const DenseTensor &ids_in,
+    const DenseTensor &out_grad,
+    bool is_sparse,
+    bool is_distributed,
+    int64_t padding_idx,
+    bool remote_prefetch,
+    const std::string &entry_config,
+    bool is_test,
+    const std::string &entry,
+    const std::string &table_class,
+    const std::vector<std::string> &table_names,
+    int trainer_id,
+    bool grad_inplace,
+    const std::vector<std::string> &epmap,
+    const std::vector<int64_t> &height_sections,
+    SelectedRows *w_grad);
+
+template <typename T, typename Context>
+void LookupTableGradKernel(const Context &dev_ctx,
+                           const DenseTensor &w,
+                           const DenseTensor &ids_in,
+                           const DenseTensor &out_grad,
+                           bool is_sparse,
+                           bool is_distributed,
+                           int64_t padding_idx,
+                           bool remote_prefetch,
+                           const std::string &entry_config,
+                           bool is_test,
+                           const std::string &entry,
+                           const std::string &table_class,
+                           const std::vector<std::string> &table_names,
+                           int trainer_id,
+                           bool grad_inplace,
+                           const std::vector<std::string> &epmap,
+                           const std::vector<int64_t> &height_sections,
+                           DenseTensor *w_grad);
+
+template <typename T, typename Context>
+void LookupTableSparseGradKernel(const Context &dev_ctx,
+                                 const DenseTensor &w,
+                                 const DenseTensor &ids_in,
+                                 const DenseTensor &out_grad,
+                                 bool is_sparse,
+                                 bool is_distributed,
+                                 int64_t padding_idx,
+                                 bool remote_prefetch,
+                                 const std::string &entry_config,
+                                 bool is_test,
+                                 const std::string &entry,
+                                 const std::string &table_class,
+                                 const std::vector<std::string> &table_names,
+                                 int trainer_id,
+                                 bool grad_inplace,
+                                 const std::vector<std::string> &epmap,
+                                 const std::vector<int64_t> &height_sections,
+                                 SelectedRows *w_grad);
+
+}  // namespace phi

paddle/phi/kernels/lookup_table_kernel.h

@@ -0,0 +1,65 @@
+// Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+#pragma once
+
+#include <string>
+#include <vector>
+
+#include "paddle/phi/core/dense_tensor.h"
+#include "paddle/phi/core/enforce.h"
+
+namespace phi {
+
+constexpr int64_t kNoPadding = -1;
+
+template <typename T, typename Context>
+void LookupTableCUDAKernel(const Context &dev_ctx,
+                           const DenseTensor &w,
+                           const DenseTensor &ids_in,
+                           bool is_sparse,
+                           bool is_distributed,
+                           int64_t padding_idx,
+                           bool remote_prefetch,
+                           const std::string &entry_config,
+                           bool is_test,
+                           const std::string &entry,
+                           const std::string &table_class,
+                           const std::vector<std::string> &table_names,
+                           int trainer_id,
+                           bool grad_inplace,
+                           const std::vector<std::string> &epmap,
+                           const std::vector<int64_t> &height_sections,
+                           DenseTensor *out);
+
+template <typename T, typename Context>
+void LookupTableKernel(const Context &dev_ctx,
+                       const DenseTensor &w,
+                       const DenseTensor &ids_in,
+                       bool is_sparse,
+                       bool is_distributed,
+                       int64_t padding_idx,
+                       bool remote_prefetch,
+                       const std::string &entry_config,
+                       bool is_test,
+                       const std::string &entry,
+                       const std::string &table_class,
+                       const std::vector<std::string> &table_names,
+                       int trainer_id,
+                       bool grad_inplace,
+                       const std::vector<std::string> &epmap,
+                       const std::vector<int64_t> &height_sections,
+                       DenseTensor *out);
+
+}  // namespace phi