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Diffstat (limited to 'src/core/NEON/kernels/NEGEMMLowpMatrixMultiplyKernel.cpp')
-rw-r--r--src/core/NEON/kernels/NEGEMMLowpMatrixMultiplyKernel.cpp130
1 files changed, 65 insertions, 65 deletions
diff --git a/src/core/NEON/kernels/NEGEMMLowpMatrixMultiplyKernel.cpp b/src/core/NEON/kernels/NEGEMMLowpMatrixMultiplyKernel.cpp
index 3e614a8bfc..4b9c9f3e64 100644
--- a/src/core/NEON/kernels/NEGEMMLowpMatrixMultiplyKernel.cpp
+++ b/src/core/NEON/kernels/NEGEMMLowpMatrixMultiplyKernel.cpp
@@ -52,7 +52,7 @@ NEGEMMLowpMatrixMultiplyKernel::NEGEMMLowpMatrixMultiplyKernel()
void NEGEMMLowpMatrixMultiplyKernel::configure(const ITensor *input0, const ITensor *input1, ITensor *output)
{
- ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input0, 1, DataType::U8);
+ ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input0, 1, DataType::S8);
ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input0, input1);
ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::S32);
@@ -127,115 +127,115 @@ void NEGEMMLowpMatrixMultiplyKernel::run(const Window &window, const ThreadInfo
// All the values needed for computing a single 4x4 block will be read from consecutive memory positions
execute_window_loop(window, [&](const Coordinates & id)
{
- const uint8_t *mtx_a0 = ina.ptr();
- const uint8_t *mtx_b0 = inb.ptr();
+ auto *mtx_a0 = reinterpret_cast<const int8_t *>(ina.ptr());
+ auto *mtx_b0 = reinterpret_cast<const int8_t *>(inb.ptr());
// Note: Since the input are all positives, we can use uint32_t
// Accumulators for the block 0
- uint32x4x4_t c0 =
+ int32x4x4_t c0 =
{
{
- vdupq_n_u32(0),
- vdupq_n_u32(0),
- vdupq_n_u32(0),
- vdupq_n_u32(0)
+ vdupq_n_s32(0),
+ vdupq_n_s32(0),
+ vdupq_n_s32(0),
+ vdupq_n_s32(0)
}
};
// Accumulators for the block 1
- uint32x4x4_t c1 =
+ int32x4x4_t c1 =
{
{
- vdupq_n_u32(0),
- vdupq_n_u32(0),
- vdupq_n_u32(0),
- vdupq_n_u32(0)
+ vdupq_n_s32(0),
+ vdupq_n_s32(0),
+ vdupq_n_s32(0),
+ vdupq_n_s32(0)
}
};
// Accumulators for the block 2
- uint32x4x4_t c2 =
+ int32x4x4_t c2 =
{
{
- vdupq_n_u32(0),
- vdupq_n_u32(0),
- vdupq_n_u32(0),
- vdupq_n_u32(0)
+ vdupq_n_s32(0),
+ vdupq_n_s32(0),
+ vdupq_n_s32(0),
+ vdupq_n_s32(0)
}
};
// Accumulators for the block 3
- uint32x4x4_t c3 =
+ int32x4x4_t c3 =
{
{
- vdupq_n_u32(0),
- vdupq_n_u32(0),
- vdupq_n_u32(0),
- vdupq_n_u32(0)
+ vdupq_n_s32(0),
+ vdupq_n_s32(0),
+ vdupq_n_s32(0),
+ vdupq_n_s32(0)
}
};
for(int k = 0; k < width_b; k += 16, mtx_a0 += 4, mtx_b0 += 16)
{
- const uint8x8_t a00_u8 = vld1_u8(mtx_a0);
- const uint8x16_t b00_u8 = vld1q_u8(mtx_b0);
+ const int8x8_t a00_s8 = vld1_s8(mtx_a0);
+ const int8x16_t b00_s8 = vld1q_s8(mtx_b0);
- // Convert a00_u8 to uint16_t and get the lower part
- const uint16x4_t a00_u16 = vget_low_u16(vmovl_u8(a00_u8));
+ // Convert a00_s8 to uint16_t and get the lower part
+ const int16x4_t a00_s16 = vget_low_s16(vmovl_s8(a00_s8));
- // Convert b00_u8 to int16_t
- const uint16x4x4_t b00_u16 =
+ // Convert b00_s8 to int16_t
+ const int16x4x4_t b00_s16 =
{
{
- vget_low_u16(vmovl_u8(vget_low_u8(b00_u8))),
- vget_high_u16(vmovl_u8(vget_low_u8(b00_u8))),
- vget_low_u16(vmovl_u8(vget_high_u8(b00_u8))),
- vget_high_u16(vmovl_u8(vget_high_u8(b00_u8)))
+ vget_low_s16(vmovl_s8(vget_low_s8(b00_s8))),
+ vget_high_s16(vmovl_s8(vget_low_s8(b00_s8))),
+ vget_low_s16(vmovl_s8(vget_high_s8(b00_s8))),
+ vget_high_s16(vmovl_s8(vget_high_s8(b00_s8)))
}
};
// 4x4 block 0
- c0.val[0] = vmlal_lane_u16(c0.val[0], b00_u16.val[0], a00_u16, 0);
- c0.val[1] = vmlal_lane_u16(c0.val[1], b00_u16.val[1], a00_u16, 0);
- c0.val[2] = vmlal_lane_u16(c0.val[2], b00_u16.val[2], a00_u16, 0);
- c0.val[3] = vmlal_lane_u16(c0.val[3], b00_u16.val[3], a00_u16, 0);
+ c0.val[0] = vmlal_lane_s16(c0.val[0], b00_s16.val[0], a00_s16, 0);
+ c0.val[1] = vmlal_lane_s16(c0.val[1], b00_s16.val[1], a00_s16, 0);
+ c0.val[2] = vmlal_lane_s16(c0.val[2], b00_s16.val[2], a00_s16, 0);
+ c0.val[3] = vmlal_lane_s16(c0.val[3], b00_s16.val[3], a00_s16, 0);
// 4x4 block 1
- c1.val[0] = vmlal_lane_u16(c1.val[0], b00_u16.val[0], a00_u16, 1);
- c1.val[1] = vmlal_lane_u16(c1.val[1], b00_u16.val[1], a00_u16, 1);
- c1.val[2] = vmlal_lane_u16(c1.val[2], b00_u16.val[2], a00_u16, 1);
- c1.val[3] = vmlal_lane_u16(c1.val[3], b00_u16.val[3], a00_u16, 1);
+ c1.val[0] = vmlal_lane_s16(c1.val[0], b00_s16.val[0], a00_s16, 1);
+ c1.val[1] = vmlal_lane_s16(c1.val[1], b00_s16.val[1], a00_s16, 1);
+ c1.val[2] = vmlal_lane_s16(c1.val[2], b00_s16.val[2], a00_s16, 1);
+ c1.val[3] = vmlal_lane_s16(c1.val[3], b00_s16.val[3], a00_s16, 1);
// 4x4 block 2
- c2.val[0] = vmlal_lane_u16(c2.val[0], b00_u16.val[0], a00_u16, 2);
- c2.val[1] = vmlal_lane_u16(c2.val[1], b00_u16.val[1], a00_u16, 2);
- c2.val[2] = vmlal_lane_u16(c2.val[2], b00_u16.val[2], a00_u16, 2);
- c2.val[3] = vmlal_lane_u16(c2.val[3], b00_u16.val[3], a00_u16, 2);
+ c2.val[0] = vmlal_lane_s16(c2.val[0], b00_s16.val[0], a00_s16, 2);
+ c2.val[1] = vmlal_lane_s16(c2.val[1], b00_s16.val[1], a00_s16, 2);
+ c2.val[2] = vmlal_lane_s16(c2.val[2], b00_s16.val[2], a00_s16, 2);
+ c2.val[3] = vmlal_lane_s16(c2.val[3], b00_s16.val[3], a00_s16, 2);
// 4x4 block 3
- c3.val[0] = vmlal_lane_u16(c3.val[0], b00_u16.val[0], a00_u16, 3);
- c3.val[1] = vmlal_lane_u16(c3.val[1], b00_u16.val[1], a00_u16, 3);
- c3.val[2] = vmlal_lane_u16(c3.val[2], b00_u16.val[2], a00_u16, 3);
- c3.val[3] = vmlal_lane_u16(c3.val[3], b00_u16.val[3], a00_u16, 3);
+ c3.val[0] = vmlal_lane_s16(c3.val[0], b00_s16.val[0], a00_s16, 3);
+ c3.val[1] = vmlal_lane_s16(c3.val[1], b00_s16.val[1], a00_s16, 3);
+ c3.val[2] = vmlal_lane_s16(c3.val[2], b00_s16.val[2], a00_s16, 3);
+ c3.val[3] = vmlal_lane_s16(c3.val[3], b00_s16.val[3], a00_s16, 3);
}
auto mtx_out = reinterpret_cast<int32_t *>(out.ptr());
- vst1q_s32(mtx_out + 0 * out_stride + 0, vreinterpretq_s32_u32(c0.val[0]));
- vst1q_s32(mtx_out + 0 * out_stride + 4, vreinterpretq_s32_u32(c0.val[1]));
- vst1q_s32(mtx_out + 0 * out_stride + 8, vreinterpretq_s32_u32(c0.val[2]));
- vst1q_s32(mtx_out + 0 * out_stride + 12, vreinterpretq_s32_u32(c0.val[3]));
- vst1q_s32(mtx_out + 1 * out_stride + 0, vreinterpretq_s32_u32(c1.val[0]));
- vst1q_s32(mtx_out + 1 * out_stride + 4, vreinterpretq_s32_u32(c1.val[1]));
- vst1q_s32(mtx_out + 1 * out_stride + 8, vreinterpretq_s32_u32(c1.val[2]));
- vst1q_s32(mtx_out + 1 * out_stride + 12, vreinterpretq_s32_u32(c1.val[3]));
- vst1q_s32(mtx_out + 2 * out_stride + 0, vreinterpretq_s32_u32(c2.val[0]));
- vst1q_s32(mtx_out + 2 * out_stride + 4, vreinterpretq_s32_u32(c2.val[1]));
- vst1q_s32(mtx_out + 2 * out_stride + 8, vreinterpretq_s32_u32(c2.val[2]));
- vst1q_s32(mtx_out + 2 * out_stride + 12, vreinterpretq_s32_u32(c2.val[3]));
- vst1q_s32(mtx_out + 3 * out_stride + 0, vreinterpretq_s32_u32(c3.val[0]));
- vst1q_s32(mtx_out + 3 * out_stride + 4, vreinterpretq_s32_u32(c3.val[1]));
- vst1q_s32(mtx_out + 3 * out_stride + 8, vreinterpretq_s32_u32(c3.val[2]));
- vst1q_s32(mtx_out + 3 * out_stride + 12, vreinterpretq_s32_u32(c3.val[3]));
+ vst1q_s32(mtx_out + 0 * out_stride + 0, c0.val[0]);
+ vst1q_s32(mtx_out + 0 * out_stride + 4, c0.val[1]);
+ vst1q_s32(mtx_out + 0 * out_stride + 8, c0.val[2]);
+ vst1q_s32(mtx_out + 0 * out_stride + 12, c0.val[3]);
+ vst1q_s32(mtx_out + 1 * out_stride + 0, c1.val[0]);
+ vst1q_s32(mtx_out + 1 * out_stride + 4, c1.val[1]);
+ vst1q_s32(mtx_out + 1 * out_stride + 8, c1.val[2]);
+ vst1q_s32(mtx_out + 1 * out_stride + 12, c1.val[3]);
+ vst1q_s32(mtx_out + 2 * out_stride + 0, c2.val[0]);
+ vst1q_s32(mtx_out + 2 * out_stride + 4, c2.val[1]);
+ vst1q_s32(mtx_out + 2 * out_stride + 8, c2.val[2]);
+ vst1q_s32(mtx_out + 2 * out_stride + 12, c2.val[3]);
+ vst1q_s32(mtx_out + 3 * out_stride + 0, c3.val[0]);
+ vst1q_s32(mtx_out + 3 * out_stride + 4, c3.val[1]);
+ vst1q_s32(mtx_out + 3 * out_stride + 8, c3.val[2]);
+ vst1q_s32(mtx_out + 3 * out_stride + 12, c3.val[3]);
},
ina, inb, out);
}
generated by cgit v1.2.1 (git 2.23.0) at 2024-05-19 21:45:39 +0000