Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (c) 2016-2021 Arm Limited. |
| 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #ifndef ARM_COMPUTE_CPU_CAST_KERNEL_H |
| 25 | #define ARM_COMPUTE_CPU_CAST_KERNEL_H |
| 26 | |
| 27 | #include "src/core/common/Macros.h" |
Georgios Pinitas | 7891a73 | 2021-08-20 21:39:25 +0100 | [diff] [blame] | 28 | #include "src/cpu/ICpuKernel.h" |
Georgios Pinitas | 11d8415 | 2021-04-28 10:20:18 +0100 | [diff] [blame] | 29 | |
| 30 | namespace arm_compute |
| 31 | { |
| 32 | namespace cpu |
| 33 | { |
| 34 | namespace kernels |
| 35 | { |
| 36 | /** Casts a given tensor to a new type |
| 37 | * |
| 38 | * @note When casting between quantized types the scale and zeroPoint are ignored |
| 39 | */ |
| 40 | class CpuCastKernel : public ICpuKernel |
| 41 | { |
| 42 | public: |
| 43 | CpuCastKernel() = default; |
| 44 | ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(CpuCastKernel); |
| 45 | /** Set the src and dst of the kernel |
| 46 | * |
| 47 | * Valid conversions src -> dst : |
| 48 | * |
| 49 | * - QASYMM8_SIGNED -> S16, S32, F32, F16 |
| 50 | * - QASYMM8 -> U16, S16, S32, F32, F16 |
| 51 | * - U8 -> U16, S16, S32, F32, F16 |
| 52 | * - U16 -> U8, U32 |
| 53 | * - S16 -> QASYMM8_SIGNED, U8, S32 |
| 54 | * - BFLOAT16 -> F32 |
| 55 | * - F16 -> QASYMM8_SIGNED, QASYMM8, F32, S32, U8 |
| 56 | * - S32 -> QASYMM8_SIGNED, QASYMM8, F16, F32, U8 |
| 57 | * - F32 -> QASYMM8_SIGNED, QASYMM8, BFLOAT16, F16, S32, U8 |
| 58 | * |
| 59 | * @param[in] src The src tensor to convert. Data types supported: QASYMM8_SIGNED/QASYMM8/U8/U16/S16/BFLOAT16/F16/F32. |
| 60 | * @param[out] dst The dst tensor. Data types supported: QASYMM8_SIGNED/QASYMM8/U8/U16/S16/U32/S32/BFLOAT16/F16/F32. |
| 61 | * @param[in] policy Conversion policy. |
| 62 | */ |
| 63 | void configure(const ITensorInfo *src, ITensorInfo *dst, ConvertPolicy policy); |
| 64 | /** Static function to check if given info will lead to a valid configuration |
| 65 | * |
| 66 | * Similar to @ref CpuCastKernel::configure() |
| 67 | * |
| 68 | * @return a status |
| 69 | */ |
| 70 | static Status validate(const ITensorInfo *src, const ITensorInfo *dst, ConvertPolicy policy); |
| 71 | |
| 72 | // Inherited methods overridden: |
| 73 | void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override; |
| 74 | const char *name() const override; |
| 75 | |
| 76 | private: |
| 77 | ConvertPolicy _policy{ ConvertPolicy::SATURATE }; |
| 78 | }; |
| 79 | } // namespace kernels |
| 80 | } // namespace cpu |
| 81 | } // namespace arm_compute |
| 82 | #endif /* ARM_COMPUTE_CPU_CAST_KERNEL_H */ |