cast 144 kernel

This commit is contained in:
Jonathan Yan 2020-11-13 12:56:25 -05:00
parent 90aaf8a58c
commit e055522b05
5 changed files with 125 additions and 620 deletions

View File

@ -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

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@ -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_

View File

@ -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);

View File

@ -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_

View File

@ -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()