!8593 add all 144 kernels for cast gpu op

From: @jonwe
Reviewed-by: @tom__chen,@robingrosman
Signed-off-by: @robingrosman

mindspore/ccsrc/backend/kernel_compiler/gpu/arrays/cast_gpu_kernel.cc

@@ -1,296 +0,0 @@
-/**
- * Copyright 2020 Huawei Technologies Co., Ltd
- *
- * 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.
- */
-
-#include "backend/kernel_compiler/gpu/arrays/cast_gpu_kernel.h"
-
-namespace mindspore {
-namespace kernel {
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt8).AddOutputAttr(kNumberTypeInt8), CastGpuKernel,
-                      int8_t, int8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt8).AddOutputAttr(kNumberTypeInt16), CastGpuKernel,
-                      int8_t, int16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt8).AddOutputAttr(kNumberTypeInt32), CastGpuKernel,
-                      int8_t, int32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt8).AddOutputAttr(kNumberTypeInt64), CastGpuKernel,
-                      int8_t, int64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt8).AddOutputAttr(kNumberTypeUInt8), CastGpuKernel,
-                      int8_t, uint8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt8).AddOutputAttr(kNumberTypeUInt16), CastGpuKernel,
-                      int8_t, uint16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt8).AddOutputAttr(kNumberTypeUInt32), CastGpuKernel,
-                      int8_t, uint32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt8).AddOutputAttr(kNumberTypeUInt64), CastGpuKernel,
-                      int8_t, uint64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt8).AddOutputAttr(kNumberTypeFloat32), CastGpuKernel,
-                      int8_t, float)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt8).AddOutputAttr(kNumberTypeFloat64), CastGpuKernel,
-                      int8_t, double)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt8).AddOutputAttr(kNumberTypeFloat16), CastGpuKernel,
-                      int8_t, half)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt8).AddOutputAttr(kNumberTypeBool), CastGpuKernel,
-                      int8_t, bool)
-
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt16).AddOutputAttr(kNumberTypeInt8), CastGpuKernel,
-                      int16_t, int8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt16).AddOutputAttr(kNumberTypeInt16), CastGpuKernel,
-                      int16_t, int16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt16).AddOutputAttr(kNumberTypeInt32), CastGpuKernel,
-                      int16_t, int32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt16).AddOutputAttr(kNumberTypeInt64), CastGpuKernel,
-                      int16_t, int64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt16).AddOutputAttr(kNumberTypeUInt8), CastGpuKernel,
-                      int16_t, uint8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt16).AddOutputAttr(kNumberTypeUInt16), CastGpuKernel,
-                      int16_t, uint16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt16).AddOutputAttr(kNumberTypeUInt32), CastGpuKernel,
-                      int16_t, uint32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt16).AddOutputAttr(kNumberTypeUInt64), CastGpuKernel,
-                      int16_t, uint64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt16).AddOutputAttr(kNumberTypeFloat32),
-                      CastGpuKernel, int16_t, float)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt16).AddOutputAttr(kNumberTypeFloat64),
-                      CastGpuKernel, int16_t, double)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt16).AddOutputAttr(kNumberTypeFloat16),
-                      CastGpuKernel, int16_t, half)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt16).AddOutputAttr(kNumberTypeBool), CastGpuKernel,
-                      int16_t, bool)
-
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt32).AddOutputAttr(kNumberTypeInt8), CastGpuKernel,
-                      int32_t, int8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt32).AddOutputAttr(kNumberTypeInt16), CastGpuKernel,
-                      int32_t, int16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt32).AddOutputAttr(kNumberTypeInt32), CastGpuKernel,
-                      int32_t, int32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt32).AddOutputAttr(kNumberTypeInt64), CastGpuKernel,
-                      int32_t, int64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt32).AddOutputAttr(kNumberTypeUInt8), CastGpuKernel,
-                      int32_t, uint8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt32).AddOutputAttr(kNumberTypeUInt16), CastGpuKernel,
-                      int32_t, uint16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt32).AddOutputAttr(kNumberTypeUInt32), CastGpuKernel,
-                      int32_t, uint32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt32).AddOutputAttr(kNumberTypeUInt64), CastGpuKernel,
-                      int32_t, uint64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt32).AddOutputAttr(kNumberTypeFloat32),
-                      CastGpuKernel, int32_t, float)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt32).AddOutputAttr(kNumberTypeFloat64),
-                      CastGpuKernel, int32_t, double)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt32).AddOutputAttr(kNumberTypeFloat16),
-                      CastGpuKernel, int32_t, half)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt32).AddOutputAttr(kNumberTypeBool), CastGpuKernel,
-                      int32_t, bool)
-
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt64).AddOutputAttr(kNumberTypeInt8), CastGpuKernel,
-                      int64_t, int8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt64).AddOutputAttr(kNumberTypeInt16), CastGpuKernel,
-                      int64_t, int16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt64).AddOutputAttr(kNumberTypeInt32), CastGpuKernel,
-                      int64_t, int32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt64).AddOutputAttr(kNumberTypeInt64), CastGpuKernel,
-                      int64_t, int64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt64).AddOutputAttr(kNumberTypeUInt8), CastGpuKernel,
-                      int64_t, uint8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt64).AddOutputAttr(kNumberTypeUInt16), CastGpuKernel,
-                      int64_t, uint16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt64).AddOutputAttr(kNumberTypeUInt32), CastGpuKernel,
-                      int64_t, uint32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt64).AddOutputAttr(kNumberTypeUInt64), CastGpuKernel,
-                      int64_t, uint64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt64).AddOutputAttr(kNumberTypeFloat32),
-                      CastGpuKernel, int64_t, float)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt64).AddOutputAttr(kNumberTypeFloat64),
-                      CastGpuKernel, int64_t, double)
-// MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt64).AddOutputAttr(kNumberTypeFloat16),
-// CastGpuKernel, int64_t, half)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeInt64).AddOutputAttr(kNumberTypeBool), CastGpuKernel,
-                      int64_t, bool)
-
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt8).AddOutputAttr(kNumberTypeInt8), CastGpuKernel,
-                      uint8_t, int8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt8).AddOutputAttr(kNumberTypeInt16), CastGpuKernel,
-                      uint8_t, int16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt8).AddOutputAttr(kNumberTypeInt32), CastGpuKernel,
-                      uint8_t, int32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt8).AddOutputAttr(kNumberTypeInt64), CastGpuKernel,
-                      uint8_t, int64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt8).AddOutputAttr(kNumberTypeUInt8), CastGpuKernel,
-                      uint8_t, uint8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt8).AddOutputAttr(kNumberTypeUInt16), CastGpuKernel,
-                      uint8_t, uint16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt8).AddOutputAttr(kNumberTypeUInt32), CastGpuKernel,
-                      uint8_t, uint32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt8).AddOutputAttr(kNumberTypeUInt64), CastGpuKernel,
-                      uint8_t, uint64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt8).AddOutputAttr(kNumberTypeFloat32),
-                      CastGpuKernel, uint8_t, float)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt8).AddOutputAttr(kNumberTypeFloat64),
-                      CastGpuKernel, uint8_t, double)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt8).AddOutputAttr(kNumberTypeFloat16),
-                      CastGpuKernel, uint8_t, half)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt8).AddOutputAttr(kNumberTypeBool), CastGpuKernel,
-                      uint8_t, bool)
-
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt16).AddOutputAttr(kNumberTypeInt8), CastGpuKernel,
-                      uint16_t, int8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt16).AddOutputAttr(kNumberTypeInt16), CastGpuKernel,
-                      uint16_t, int16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt16).AddOutputAttr(kNumberTypeInt32), CastGpuKernel,
-                      uint16_t, int32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt16).AddOutputAttr(kNumberTypeInt64), CastGpuKernel,
-                      uint16_t, int64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt16).AddOutputAttr(kNumberTypeUInt8), CastGpuKernel,
-                      uint16_t, uint8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt16).AddOutputAttr(kNumberTypeUInt16),
-                      CastGpuKernel, uint16_t, uint16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt16).AddOutputAttr(kNumberTypeUInt32),
-                      CastGpuKernel, uint16_t, uint32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt16).AddOutputAttr(kNumberTypeUInt64),
-                      CastGpuKernel, uint16_t, uint64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt16).AddOutputAttr(kNumberTypeFloat32),
-                      CastGpuKernel, uint16_t, float)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt16).AddOutputAttr(kNumberTypeFloat64),
-                      CastGpuKernel, uint16_t, double)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt16).AddOutputAttr(kNumberTypeFloat16),
-                      CastGpuKernel, uint16_t, half)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt16).AddOutputAttr(kNumberTypeBool), CastGpuKernel,
-                      uint16_t, bool)
-
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt32).AddOutputAttr(kNumberTypeInt8), CastGpuKernel,
-                      uint32_t, int8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt32).AddOutputAttr(kNumberTypeInt16), CastGpuKernel,
-                      uint32_t, int16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt32).AddOutputAttr(kNumberTypeInt32), CastGpuKernel,
-                      uint32_t, int32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt32).AddOutputAttr(kNumberTypeInt64), CastGpuKernel,
-                      uint32_t, int64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt32).AddOutputAttr(kNumberTypeUInt8), CastGpuKernel,
-                      uint32_t, uint8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt32).AddOutputAttr(kNumberTypeUInt16),
-                      CastGpuKernel, uint32_t, uint16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt32).AddOutputAttr(kNumberTypeUInt32),
-                      CastGpuKernel, uint32_t, uint32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt32).AddOutputAttr(kNumberTypeUInt64),
-                      CastGpuKernel, uint32_t, uint64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt32).AddOutputAttr(kNumberTypeFloat32),
-                      CastGpuKernel, uint32_t, float)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt32).AddOutputAttr(kNumberTypeFloat64),
-                      CastGpuKernel, uint32_t, double)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt32).AddOutputAttr(kNumberTypeFloat16),
-                      CastGpuKernel, uint32_t, half)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt32).AddOutputAttr(kNumberTypeBool), CastGpuKernel,
-                      uint32_t, bool)
-
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt64).AddOutputAttr(kNumberTypeInt8), CastGpuKernel,
-                      uint64_t, int8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt64).AddOutputAttr(kNumberTypeInt16), CastGpuKernel,
-                      uint64_t, int16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt64).AddOutputAttr(kNumberTypeInt32), CastGpuKernel,
-                      uint64_t, int32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt64).AddOutputAttr(kNumberTypeInt64), CastGpuKernel,
-                      uint64_t, int64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt64).AddOutputAttr(kNumberTypeUInt8), CastGpuKernel,
-                      uint64_t, uint8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt64).AddOutputAttr(kNumberTypeUInt16),
-                      CastGpuKernel, uint64_t, uint16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt64).AddOutputAttr(kNumberTypeUInt32),
-                      CastGpuKernel, uint64_t, uint32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt64).AddOutputAttr(kNumberTypeUInt64),
-                      CastGpuKernel, uint64_t, uint64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt64).AddOutputAttr(kNumberTypeFloat32),
-                      CastGpuKernel, uint64_t, float)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt64).AddOutputAttr(kNumberTypeFloat64),
-                      CastGpuKernel, uint64_t, double)
-// MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt64).AddOutputAttr(kNumberTypeFloat16),
-// CastGpuKernel, uint64_t, half)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeUInt64).AddOutputAttr(kNumberTypeBool), CastGpuKernel,
-                      uint64_t, bool)
-
-// MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat16).AddOutputAttr(kNumberTypeInt8),
-// CastGpuKernel, half, int8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat16).AddOutputAttr(kNumberTypeInt16),
-                      CastGpuKernel, half, int16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat16).AddOutputAttr(kNumberTypeInt32),
-                      CastGpuKernel, half, int32_t)
-// MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat16).AddOutputAttr(kNumberTypeInt64),
-// CastGpuKernel, half, int64_t) MS_REG_GPU_KERNEL_TWO(Cast,
-// KernelAttr().AddInputAttr(kNumberTypeFloat16).AddOutputAttr(kNumberTypeUInt8), CastGpuKernel, half, uint8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat16).AddOutputAttr(kNumberTypeUInt16),
-                      CastGpuKernel, half, uint16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat16).AddOutputAttr(kNumberTypeUInt32),
-                      CastGpuKernel, half, uint32_t)
-// MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat16).AddOutputAttr(kNumberTypeUInt64),
-// CastGpuKernel, half, uint64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat16).AddOutputAttr(kNumberTypeFloat32),
-                      CastGpuKernel, half, float)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat16).AddOutputAttr(kNumberTypeFloat64),
-                      CastGpuKernel, half, double)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat16).AddOutputAttr(kNumberTypeFloat16),
-                      CastGpuKernel, half, half)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat16).AddOutputAttr(kNumberTypeBool), CastGpuKernel,
-                      half, bool)
-
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat32).AddOutputAttr(kNumberTypeInt8), CastGpuKernel,
-                      float, int8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat32).AddOutputAttr(kNumberTypeInt16),
-                      CastGpuKernel, float, int16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat32).AddOutputAttr(kNumberTypeInt32),
-                      CastGpuKernel, float, int32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat32).AddOutputAttr(kNumberTypeInt64),
-                      CastGpuKernel, float, int64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat32).AddOutputAttr(kNumberTypeUInt8),
-                      CastGpuKernel, float, uint8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat32).AddOutputAttr(kNumberTypeUInt16),
-                      CastGpuKernel, float, uint16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat32).AddOutputAttr(kNumberTypeUInt32),
-                      CastGpuKernel, float, uint32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat32).AddOutputAttr(kNumberTypeUInt64),
-                      CastGpuKernel, float, uint64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat32).AddOutputAttr(kNumberTypeFloat32),
-                      CastGpuKernel, float, float)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat32).AddOutputAttr(kNumberTypeFloat64),
-                      CastGpuKernel, float, double)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat32).AddOutputAttr(kNumberTypeFloat16),
-                      CastGpuKernel, float, half)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat32).AddOutputAttr(kNumberTypeBool), CastGpuKernel,
-                      float, bool)
-
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat64).AddOutputAttr(kNumberTypeInt8), CastGpuKernel,
-                      double, int8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat64).AddOutputAttr(kNumberTypeInt16),
-                      CastGpuKernel, double, int16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat64).AddOutputAttr(kNumberTypeInt32),
-                      CastGpuKernel, double, int32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat64).AddOutputAttr(kNumberTypeInt64),
-                      CastGpuKernel, double, int64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat64).AddOutputAttr(kNumberTypeUInt8),
-                      CastGpuKernel, double, uint8_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat64).AddOutputAttr(kNumberTypeUInt16),
-                      CastGpuKernel, double, uint16_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat64).AddOutputAttr(kNumberTypeUInt32),
-                      CastGpuKernel, double, uint32_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat64).AddOutputAttr(kNumberTypeUInt64),
-                      CastGpuKernel, double, uint64_t)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat64).AddOutputAttr(kNumberTypeFloat32),
-                      CastGpuKernel, double, float)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat64).AddOutputAttr(kNumberTypeFloat64),
-                      CastGpuKernel, double, double)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat64).AddOutputAttr(kNumberTypeFloat16),
-                      CastGpuKernel, double, half)
-MS_REG_GPU_KERNEL_TWO(Cast, KernelAttr().AddInputAttr(kNumberTypeFloat64).AddOutputAttr(kNumberTypeBool), CastGpuKernel,
-                      double, bool)
-
-}  // namespace kernel
-}  // namespace mindspore

mindspore/ccsrc/backend/kernel_compiler/gpu/arrays/cast_gpu_kernel.h

@@ -1,82 +0,0 @@
-/**
- * Copyright 2020 Huawei Technologies Co., Ltd
- *
- * 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.
- */
-
-#ifndef MINDSPORE_CCSRC_BACKEND_KERNEL_COMPILER_GPU_CAST_GPU_KERNEL_H_
-#define MINDSPORE_CCSRC_BACKEND_KERNEL_COMPILER_GPU_CAST_GPU_KERNEL_H_
-
-#include <vector>
-#include "backend/kernel_compiler/gpu/gpu_kernel.h"
-#include "backend/kernel_compiler/gpu/gpu_kernel_factory.h"
-#include "backend/kernel_compiler/gpu/cuda_impl/cast_impl.cuh"
-
-namespace mindspore {
-namespace kernel {
-template <typename S, typename T>
-class CastGpuKernel : public GpuKernel {
- public:
-  CastGpuKernel() : input_size_(1), output_size_(1) {}
-  ~CastGpuKernel() = default;
-
-  const std::vector<size_t> &GetInputSizeList() const override { return input_size_list_; }
-  const std::vector<size_t> &GetOutputSizeList() const override { return output_size_list_; }
-  const std::vector<size_t> &GetWorkspaceSizeList() const override { return workspace_size_list_; }
-
-  bool Launch(const std::vector<AddressPtr> &inputs, const std::vector<AddressPtr> &,
-              const std::vector<AddressPtr> &outputs, void *stream_ptr) override {
-    S *input_addr = GetDeviceAddress<S>(inputs, 0);
-    T *output_addr = GetDeviceAddress<T>(outputs, 0);
-
-    Cast(input_size_, input_addr, output_addr, reinterpret_cast<cudaStream_t>(stream_ptr));
-    return true;
-  }
-  bool Init(const CNodePtr &kernel_node) override {
-    auto input_shapes = AnfAlgo::GetPrevNodeOutputInferShape(kernel_node, 0);
-    auto output_shapes = AnfAlgo::GetOutputInferShape(kernel_node, 0);
-    input_size_ = 1;
-    for (size_t i = 0; i < input_shapes.size(); i++) {
-      input_size_ *= input_shapes[i];
-    }
-
-    output_size_ = 1;
-    for (size_t j = 0; j < output_shapes.size(); j++) {
-      output_size_ *= output_shapes[j];
-    }
-
-    if (input_size_ != output_size_) {
-      MS_LOG(EXCEPTION) << "Input size is not equal to output size.";
-    }
-    InitSizeLists();
-    return true;
-  }
-
- protected:
-  void InitSizeLists() override {
-    input_size_list_.push_back(input_size_ * sizeof(T));
-    output_size_list_.push_back(output_size_ * sizeof(T));
-  }
-
- private:
-  int input_size_;
-  int output_size_;
-
-  std::vector<size_t> input_size_list_;
-  std::vector<size_t> output_size_list_;
-  std::vector<size_t> workspace_size_list_;
-};
-}  // namespace kernel
-}  // namespace mindspore
-
-#endif  // MINDSPORE_CCSRC_BACKEND_KERNEL_COMPILER_GPU_CAST_GPU_KERNEL_H_

mindspore/ccsrc/backend/kernel_compiler/gpu/cuda_impl/cast_impl.cu

@@ -1,177 +0,0 @@
-/**
- * Copyright 2020 Huawei Technologies Co., Ltd
- *
- * 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.
- */
-
-#include <vector>
-#include <iostream>
-
-#include "backend/kernel_compiler/gpu/cuda_impl/cast_impl.cuh"
-#include "runtime/device/gpu/cuda_common.h"
-
-// Cast
-template <typename S, typename T>
-__global__ void CastKernel(const int input_size, const S *input_addr, T *output_addr) {
-  for (size_t pos = blockIdx.x * blockDim.x + threadIdx.x; pos < input_size; pos += blockDim.x * gridDim.x) {
-    output_addr[pos] = static_cast<T>(input_addr[pos]);
-  }
-}
-
-template <typename S, typename T>
-void Cast(const int input_size, const S *input_addr, T *output_addr, cudaStream_t stream) {
-  CastKernel<<<GET_BLOCKS(input_size), GET_THREADS, 0, stream>>>(input_size, input_addr, output_addr);
-}
-
-template void Cast(const int input_size, const int8_t *input_addr, int8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int8_t *input_addr, int16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int8_t *input_addr, int32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int8_t *input_addr, int64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int8_t *input_addr, uint8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int8_t *input_addr, uint16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int8_t *input_addr, uint32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int8_t *input_addr, uint64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int8_t *input_addr, float *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int8_t *input_addr, double *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int8_t *input_addr, half *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int8_t *input_addr, bool *output_addr, cudaStream_t stream);
-
-template void Cast(const int input_size, const int16_t *input_addr, int8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int16_t *input_addr, int16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int16_t *input_addr, int32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int16_t *input_addr, int64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int16_t *input_addr, uint8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int16_t *input_addr, uint16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int16_t *input_addr, uint32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int16_t *input_addr, uint64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int16_t *input_addr, float *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int16_t *input_addr, double *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int16_t *input_addr, half *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int16_t *input_addr, bool *output_addr, cudaStream_t stream);
-
-template void Cast(const int input_size, const int32_t *input_addr, int8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int32_t *input_addr, int16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int32_t *input_addr, int32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int32_t *input_addr, int64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int32_t *input_addr, uint8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int32_t *input_addr, uint16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int32_t *input_addr, uint32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int32_t *input_addr, uint64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int32_t *input_addr, float *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int32_t *input_addr, double *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int32_t *input_addr, half *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int32_t *input_addr, bool *output_addr, cudaStream_t stream);
-
-template void Cast(const int input_size, const int64_t *input_addr, int8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int64_t *input_addr, int16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int64_t *input_addr, int32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int64_t *input_addr, int64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int64_t *input_addr, uint8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int64_t *input_addr, uint16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int64_t *input_addr, uint32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int64_t *input_addr, uint64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int64_t *input_addr, float *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int64_t *input_addr, double *output_addr, cudaStream_t stream);
-// template void Cast(const int input_size, const int64_t *input_addr, half *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const int64_t *input_addr, bool *output_addr, cudaStream_t stream);
-
-template void Cast(const int input_size, const uint8_t *input_addr, int8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint8_t *input_addr, int16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint8_t *input_addr, int32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint8_t *input_addr, int64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint8_t *input_addr, uint8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint8_t *input_addr, uint16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint8_t *input_addr, uint32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint8_t *input_addr, uint64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint8_t *input_addr, float *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint8_t *input_addr, double *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint8_t *input_addr, half *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint8_t *input_addr, bool *output_addr, cudaStream_t stream);
-
-template void Cast(const int input_size, const uint16_t *input_addr, int8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint16_t *input_addr, int16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint16_t *input_addr, int32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint16_t *input_addr, int64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint16_t *input_addr, uint8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint16_t *input_addr, uint16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint16_t *input_addr, uint32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint16_t *input_addr, uint64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint16_t *input_addr, float *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint16_t *input_addr, double *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint16_t *input_addr, half *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint16_t *input_addr, bool *output_addr, cudaStream_t stream);
-
-template void Cast(const int input_size, const uint32_t *input_addr, int8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint32_t *input_addr, int16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint32_t *input_addr, int32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint32_t *input_addr, int64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint32_t *input_addr, uint8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint32_t *input_addr, uint16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint32_t *input_addr, uint32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint32_t *input_addr, uint64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint32_t *input_addr, float *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint32_t *input_addr, double *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint32_t *input_addr, half *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint32_t *input_addr, bool *output_addr, cudaStream_t stream);
-
-template void Cast(const int input_size, const uint64_t *input_addr, int8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint64_t *input_addr, int16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint64_t *input_addr, int32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint64_t *input_addr, int64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint64_t *input_addr, uint8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint64_t *input_addr, uint16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint64_t *input_addr, uint32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint64_t *input_addr, uint64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint64_t *input_addr, float *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint64_t *input_addr, double *output_addr, cudaStream_t stream);
-// template void Cast(const int input_size, const uint64_t *input_addr, half *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const uint64_t *input_addr, bool *output_addr, cudaStream_t stream);
-
-// template void Cast(const int input_size, const half *input_addr, int8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const half *input_addr, int16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const half *input_addr, int32_t *output_addr, cudaStream_t stream);
-// template void Cast(const int input_size, const half *input_addr, int64_t *output_addr, cudaStream_t stream);
-// template void Cast(const int input_size, const half *input_addr, uint8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const half *input_addr, uint16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const half *input_addr, uint32_t *output_addr, cudaStream_t stream);
-// template void Cast(const int input_size, const half *input_addr, uint64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const half *input_addr, float *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const half *input_addr, double *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const half *input_addr, half *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const half *input_addr, bool *output_addr, cudaStream_t stream);
-
-template void Cast(const int input_size, const float *input_addr, int8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const float *input_addr, int16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const float *input_addr, int32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const float *input_addr, int64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const float *input_addr, uint8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const float *input_addr, uint16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const float *input_addr, uint32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const float *input_addr, uint64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const float *input_addr, float *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const float *input_addr, double *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const float *input_addr, half *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const float *input_addr, bool *output_addr, cudaStream_t stream);
-
-template void Cast(const int input_size, const double *input_addr, int8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const double *input_addr, int16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const double *input_addr, int32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const double *input_addr, int64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const double *input_addr, uint8_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const double *input_addr, uint16_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const double *input_addr, uint32_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const double *input_addr, uint64_t *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const double *input_addr, float *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const double *input_addr, double *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const double *input_addr, half *output_addr, cudaStream_t stream);
-template void Cast(const int input_size, const double *input_addr, bool *output_addr, cudaStream_t stream);

mindspore/ccsrc/backend/kernel_compiler/gpu/cuda_impl/cast_impl.cuh

@@ -1,25 +0,0 @@
-/**
- * Copyright 2020 Huawei Technologies Co., Ltd
- *
- * 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.
- */
-
-#ifndef MINDSPORE_CCSRC_KERNEL_GPU_CUDA_IMPL_CAST_H_
-#define MINDSPORE_CCSRC_KERNEL_GPU_CUDA_IMPL_CAST_H_
-
-#include <vector>
-#include "runtime/device/gpu/cuda_common.h"
-
-template <typename S, typename T>
-void Cast(const int input_size, const S *input_addr, T *output_addr, cudaStream_t stream);
-#endif  // MINDSPORE_CCSRC_KERNEL_GPU_CUDA_IMPL_CAST_H_

mindspore/ops/_op_impl/akg/gpu/cast.py

@@ -20,65 +20,150 @@ cast_op_info = AkgGpuRegOp("Cast") \
     .input(0, "x") \
     .output(0, "output") \
     .attr("dst_type", "required", "str") \
-    .dtype_format(DataType.F16_Default, DataType.F32_Default) \
-    .dtype_format(DataType.F16_Default, DataType.I32_Default) \
-    .dtype_format(DataType.F16_Default, DataType.F64_Default) \
-    .dtype_format(DataType.F16_Default, DataType.BOOL_Default) \
-    .dtype_format(DataType.I32_Default, DataType.F16_Default) \
-    .dtype_format(DataType.I32_Default, DataType.F32_Default) \
-    .dtype_format(DataType.I32_Default, DataType.F64_Default) \
-    .dtype_format(DataType.I32_Default, DataType.I64_Default) \
-    .dtype_format(DataType.I32_Default, DataType.I8_Default) \
-    .dtype_format(DataType.I32_Default, DataType.U8_Default) \
-    .dtype_format(DataType.I32_Default, DataType.BOOL_Default) \
-    .dtype_format(DataType.I8_Default, DataType.F64_Default) \
-    .dtype_format(DataType.I8_Default, DataType.F32_Default) \
-    .dtype_format(DataType.I8_Default, DataType.F16_Default) \
+    .dtype_format(DataType.I8_Default, DataType.I8_Default) \
     .dtype_format(DataType.I8_Default, DataType.I32_Default) \
     .dtype_format(DataType.I8_Default, DataType.I16_Default) \
     .dtype_format(DataType.I8_Default, DataType.I64_Default) \
+    .dtype_format(DataType.I8_Default, DataType.U8_Default) \
+    .dtype_format(DataType.I8_Default, DataType.U16_Default) \
+    .dtype_format(DataType.I8_Default, DataType.U32_Default) \
+    .dtype_format(DataType.I8_Default, DataType.U64_Default) \
+    .dtype_format(DataType.I8_Default, DataType.F16_Default) \
+    .dtype_format(DataType.I8_Default, DataType.F32_Default) \
+    .dtype_format(DataType.I8_Default, DataType.F64_Default) \
     .dtype_format(DataType.I8_Default, DataType.BOOL_Default) \
-    .dtype_format(DataType.BOOL_Default, DataType.F32_Default) \
-    .dtype_format(DataType.BOOL_Default, DataType.F16_Default) \
-    .dtype_format(DataType.BOOL_Default, DataType.F64_Default) \
-    .dtype_format(DataType.BOOL_Default, DataType.I8_Default) \
-    .dtype_format(DataType.BOOL_Default, DataType.I16_Default) \
-    .dtype_format(DataType.BOOL_Default, DataType.I32_Default) \
-    .dtype_format(DataType.BOOL_Default, DataType.I64_Default) \
-    .dtype_format(DataType.U8_Default, DataType.F32_Default) \
-    .dtype_format(DataType.U8_Default, DataType.F16_Default) \
-    .dtype_format(DataType.U8_Default, DataType.I32_Default) \
-    .dtype_format(DataType.U8_Default, DataType.BOOL_Default) \
-    .dtype_format(DataType.I16_Default, DataType.F64_Default) \
-    .dtype_format(DataType.I16_Default, DataType.F32_Default) \
-    .dtype_format(DataType.I16_Default, DataType.F16_Default) \
+    .dtype_format(DataType.I16_Default, DataType.I8_Default) \
     .dtype_format(DataType.I16_Default, DataType.I32_Default) \
+    .dtype_format(DataType.I16_Default, DataType.I16_Default) \
     .dtype_format(DataType.I16_Default, DataType.I64_Default) \
+    .dtype_format(DataType.I16_Default, DataType.U8_Default) \
+    .dtype_format(DataType.I16_Default, DataType.U16_Default) \
+    .dtype_format(DataType.I16_Default, DataType.U32_Default) \
+    .dtype_format(DataType.I16_Default, DataType.U64_Default) \
+    .dtype_format(DataType.I16_Default, DataType.F16_Default) \
     .dtype_format(DataType.I16_Default, DataType.F32_Default) \
+    .dtype_format(DataType.I16_Default, DataType.F64_Default) \
     .dtype_format(DataType.I16_Default, DataType.BOOL_Default) \
-    .dtype_format(DataType.I64_Default, DataType.F64_Default) \
-    .dtype_format(DataType.I64_Default, DataType.F32_Default) \
-    .dtype_format(DataType.I64_Default, DataType.F16_Default) \
+    .dtype_format(DataType.I32_Default, DataType.I8_Default) \
+    .dtype_format(DataType.I32_Default, DataType.I32_Default) \
+    .dtype_format(DataType.I32_Default, DataType.I16_Default) \
+    .dtype_format(DataType.I32_Default, DataType.I64_Default) \
+    .dtype_format(DataType.I32_Default, DataType.U8_Default) \
+    .dtype_format(DataType.I32_Default, DataType.U16_Default) \
+    .dtype_format(DataType.I32_Default, DataType.U32_Default) \
+    .dtype_format(DataType.I32_Default, DataType.U64_Default) \
+    .dtype_format(DataType.I32_Default, DataType.F16_Default) \
+    .dtype_format(DataType.I32_Default, DataType.F32_Default) \
+    .dtype_format(DataType.I32_Default, DataType.F64_Default) \
+    .dtype_format(DataType.I32_Default, DataType.BOOL_Default) \
+    .dtype_format(DataType.I64_Default, DataType.I8_Default) \
     .dtype_format(DataType.I64_Default, DataType.I32_Default) \
+    .dtype_format(DataType.I64_Default, DataType.I16_Default) \
+    .dtype_format(DataType.I64_Default, DataType.I64_Default) \
+    .dtype_format(DataType.I64_Default, DataType.U8_Default) \
+    .dtype_format(DataType.I64_Default, DataType.U16_Default) \
+    .dtype_format(DataType.I64_Default, DataType.U32_Default) \
+    .dtype_format(DataType.I64_Default, DataType.U64_Default) \
+    .dtype_format(DataType.I64_Default, DataType.F16_Default) \
+    .dtype_format(DataType.I64_Default, DataType.F32_Default) \
+    .dtype_format(DataType.I64_Default, DataType.F64_Default) \
     .dtype_format(DataType.I64_Default, DataType.BOOL_Default) \
-    .dtype_format(DataType.F32_Default, DataType.I32_Default) \
-    .dtype_format(DataType.F32_Default, DataType.F16_Default) \
-    .dtype_format(DataType.F32_Default, DataType.F64_Default) \
-    .dtype_format(DataType.F32_Default, DataType.BOOL_Default) \
+    .dtype_format(DataType.U8_Default, DataType.I8_Default) \
+    .dtype_format(DataType.U8_Default, DataType.I32_Default) \
+    .dtype_format(DataType.U8_Default, DataType.I16_Default) \
+    .dtype_format(DataType.U8_Default, DataType.I64_Default) \
+    .dtype_format(DataType.U8_Default, DataType.U8_Default) \
+    .dtype_format(DataType.U8_Default, DataType.U16_Default) \
+    .dtype_format(DataType.U8_Default, DataType.U32_Default) \
+    .dtype_format(DataType.U8_Default, DataType.U64_Default) \
+    .dtype_format(DataType.U8_Default, DataType.F16_Default) \
+    .dtype_format(DataType.U8_Default, DataType.F32_Default) \
+    .dtype_format(DataType.U8_Default, DataType.F64_Default) \
+    .dtype_format(DataType.U8_Default, DataType.BOOL_Default) \
+    .dtype_format(DataType.U16_Default, DataType.I8_Default) \
+    .dtype_format(DataType.U16_Default, DataType.I32_Default) \
+    .dtype_format(DataType.U16_Default, DataType.I16_Default) \
+    .dtype_format(DataType.U16_Default, DataType.I64_Default) \
+    .dtype_format(DataType.U16_Default, DataType.U8_Default) \
+    .dtype_format(DataType.U16_Default, DataType.U16_Default) \
+    .dtype_format(DataType.U16_Default, DataType.U32_Default) \
+    .dtype_format(DataType.U16_Default, DataType.U64_Default) \
+    .dtype_format(DataType.U16_Default, DataType.F16_Default) \
+    .dtype_format(DataType.U16_Default, DataType.F32_Default) \
+    .dtype_format(DataType.U16_Default, DataType.F64_Default) \
+    .dtype_format(DataType.U16_Default, DataType.BOOL_Default) \
+    .dtype_format(DataType.U32_Default, DataType.I8_Default) \
+    .dtype_format(DataType.U32_Default, DataType.I32_Default) \
+    .dtype_format(DataType.U32_Default, DataType.I16_Default) \
+    .dtype_format(DataType.U32_Default, DataType.I64_Default) \
+    .dtype_format(DataType.U32_Default, DataType.U8_Default) \
+    .dtype_format(DataType.U32_Default, DataType.U16_Default) \
+    .dtype_format(DataType.U32_Default, DataType.U32_Default) \
+    .dtype_format(DataType.U32_Default, DataType.U64_Default) \
+    .dtype_format(DataType.U32_Default, DataType.F16_Default) \
+    .dtype_format(DataType.U32_Default, DataType.F32_Default) \
+    .dtype_format(DataType.U32_Default, DataType.F64_Default) \
+    .dtype_format(DataType.U32_Default, DataType.BOOL_Default) \
+    .dtype_format(DataType.U64_Default, DataType.I8_Default) \
+    .dtype_format(DataType.U64_Default, DataType.I32_Default) \
+    .dtype_format(DataType.U64_Default, DataType.I16_Default) \
+    .dtype_format(DataType.U64_Default, DataType.I64_Default) \
+    .dtype_format(DataType.U64_Default, DataType.U8_Default) \
+    .dtype_format(DataType.U64_Default, DataType.U16_Default) \
+    .dtype_format(DataType.U64_Default, DataType.U32_Default) \
+    .dtype_format(DataType.U64_Default, DataType.U64_Default) \
+    .dtype_format(DataType.U64_Default, DataType.F16_Default) \
+    .dtype_format(DataType.U64_Default, DataType.F32_Default) \
+    .dtype_format(DataType.U64_Default, DataType.F64_Default) \
+    .dtype_format(DataType.U64_Default, DataType.BOOL_Default) \
+    .dtype_format(DataType.F16_Default, DataType.I8_Default) \
+    .dtype_format(DataType.F16_Default, DataType.I32_Default) \
+    .dtype_format(DataType.F16_Default, DataType.I16_Default) \
+    .dtype_format(DataType.F16_Default, DataType.I64_Default) \
+    .dtype_format(DataType.F16_Default, DataType.U8_Default) \
+    .dtype_format(DataType.F16_Default, DataType.U16_Default) \
+    .dtype_format(DataType.F16_Default, DataType.U32_Default) \
+    .dtype_format(DataType.F16_Default, DataType.U64_Default) \
+    .dtype_format(DataType.F16_Default, DataType.F16_Default) \
+    .dtype_format(DataType.F16_Default, DataType.F32_Default) \
+    .dtype_format(DataType.F16_Default, DataType.F64_Default) \
+    .dtype_format(DataType.F16_Default, DataType.BOOL_Default) \
     .dtype_format(DataType.F32_Default, DataType.I8_Default) \
+    .dtype_format(DataType.F32_Default, DataType.I32_Default) \
     .dtype_format(DataType.F32_Default, DataType.I16_Default) \
     .dtype_format(DataType.F32_Default, DataType.I64_Default) \
     .dtype_format(DataType.F32_Default, DataType.U8_Default) \
     .dtype_format(DataType.F32_Default, DataType.U16_Default) \
     .dtype_format(DataType.F32_Default, DataType.U32_Default) \
     .dtype_format(DataType.F32_Default, DataType.U64_Default) \
-    .dtype_format(DataType.F64_Default, DataType.BOOL_Default) \
-    .dtype_format(DataType.F64_Default, DataType.F32_Default) \
-    .dtype_format(DataType.F64_Default, DataType.F16_Default) \
-    .dtype_format(DataType.F64_Default, DataType.I64_Default) \
+    .dtype_format(DataType.F32_Default, DataType.F16_Default) \
+    .dtype_format(DataType.F32_Default, DataType.F32_Default) \
+    .dtype_format(DataType.F32_Default, DataType.F64_Default) \
+    .dtype_format(DataType.F32_Default, DataType.BOOL_Default) \
+    .dtype_format(DataType.F64_Default, DataType.I8_Default) \
     .dtype_format(DataType.F64_Default, DataType.I32_Default) \
     .dtype_format(DataType.F64_Default, DataType.I16_Default) \
-    .dtype_format(DataType.F64_Default, DataType.I8_Default) \
+    .dtype_format(DataType.F64_Default, DataType.I64_Default) \
+    .dtype_format(DataType.F64_Default, DataType.U8_Default) \
+    .dtype_format(DataType.F64_Default, DataType.U16_Default) \
+    .dtype_format(DataType.F64_Default, DataType.U32_Default) \
+    .dtype_format(DataType.F64_Default, DataType.U64_Default) \
+    .dtype_format(DataType.F64_Default, DataType.F16_Default) \
+    .dtype_format(DataType.F64_Default, DataType.F32_Default) \
+    .dtype_format(DataType.F64_Default, DataType.F64_Default) \
+    .dtype_format(DataType.F64_Default, DataType.BOOL_Default) \
+    .dtype_format(DataType.BOOL_Default, DataType.I8_Default) \
+    .dtype_format(DataType.BOOL_Default, DataType.I32_Default) \
+    .dtype_format(DataType.BOOL_Default, DataType.I16_Default) \
+    .dtype_format(DataType.BOOL_Default, DataType.I64_Default) \
+    .dtype_format(DataType.BOOL_Default, DataType.U8_Default) \
+    .dtype_format(DataType.BOOL_Default, DataType.U16_Default) \
+    .dtype_format(DataType.BOOL_Default, DataType.U32_Default) \
+    .dtype_format(DataType.BOOL_Default, DataType.U64_Default) \
+    .dtype_format(DataType.BOOL_Default, DataType.F16_Default) \
+    .dtype_format(DataType.BOOL_Default, DataType.F32_Default) \
+    .dtype_format(DataType.BOOL_Default, DataType.F64_Default) \
+    .dtype_format(DataType.BOOL_Default, DataType.BOOL_Default) \
     .get_op_info()