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clip layer support arm neon #606

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5 changes: 5 additions & 0 deletions src/allocator.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,11 @@
#include <stdio.h>

namespace ncnn {

Allocator::~Allocator()
{

}

PoolAllocator::PoolAllocator()
{
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1 change: 1 addition & 0 deletions src/allocator.h
Original file line number Diff line number Diff line change
Expand Up @@ -121,6 +121,7 @@ class Mutex
class Allocator
{
public:
virtual ~Allocator();
virtual void* fastMalloc(size_t size) = 0;
virtual void fastFree(void* ptr) = 0;
};
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111 changes: 111 additions & 0 deletions src/layer/arm/clip_arm.cpp
Original file line number Diff line number Diff line change
@@ -0,0 +1,111 @@
// Tencent is pleased to support the open source community by making ncnn available.
//
// Copyright (C) 2017 THL A29 Limited, a Tencent company. All rights reserved.
//
// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
// in compliance with the License. You may obtain a copy of the License at
//
// https://opensource.org/licenses/BSD-3-Clause
//
// 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 "clip_arm.h"



#ifdef __ARM_NEON

#include <arm_neon.h>

#endif // __ARM_NEON


namespace ncnn
{
DEFINE_LAYER_CREATOR(Clip_arm)

int Clip_arm::forward_inplace(Mat &bottom_top_blob, const Option &opt) const
{
int w = bottom_top_blob.w;
int h = bottom_top_blob.h;
int channels = bottom_top_blob.c;
int size = w * h;

#ifdef __ARM_NEON
int nn = size >> 2;
int remain = size - (nn << 2);
#else
int remian = size;
#endif

#ifdef __ARM_NEON
float32x4_t maxf32 = vmovq_n_f32(max);
float32x4_t minf32 = vmovq_n_f32(min);
#endif

#pragma omp parallel for num_threads(opt.num_threads)
for (int i = 0; i < channels; ++i)
{
float *channel_ptr = bottom_top_blob.channel(i);
#ifdef __ARM_NEON
#ifdef __aarch64__
for (; nn > 0; --nn)
{
float32x4_t clip_f32 = vld1q_f32(channel_ptr);
float32x4_t clip_min_f32 = vmaxq_f32(minf32, clip_f32);
float32x4_t clip_max_f32 = vminq_f32(maxf32, clip_min_f32);
vst1q_f32(channel_ptr, clip_max_f32);
channel_ptr += 4;
}
#else
if (nn > 0)
{
asm volatile(
"0:"
"pld [%1, #128] \n"
"vld1.f32 {d0-d1}, [%1:128] \n"

"vmax.f32 q1, %q4, q0 \n"
"vmin.f32 q2, %q5, q1 \n"

"subs %0, #1 \n"
"vst1.f32 {d4-d5}, [%1:128]! \n"

"bne 0b \n"

:"=r"(nn), //%0
"=r"(channel_ptr) //%1
:"0"(nn),
"1"(channel_ptr),
"w"(minf32), //%q4
"w"(maxf32) //%q5
:"cc", "memory", "q0", "q1", "q2"
);

}
#endif // __aarch64__
#endif // __ARM_NEON

for (; remain > 0; --remain)
{

if (*channel_ptr < min)
{
*channel_ptr = min;
}

if (*channel_ptr > max)
{
*channel_ptr = max;
}

++channel_ptr;
}

}

return 0;
}
}
29 changes: 29 additions & 0 deletions src/layer/arm/clip_arm.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,29 @@
// Tencent is pleased to support the open source community by making ncnn available.
//
// Copyright (C) 2017 THL A29 Limited, a Tencent company. All rights reserved.
//
// Licensed under the BSD 3-Clause License (the "License"); you may not use this file except
// in compliance with the License. You may obtain a copy of the License at
//
// https://opensource.org/licenses/BSD-3-Clause
//
// 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 LAYER_CLIP_ARM_H
#define LAYER_CLIP_ARM_H

#include "layer.h"
#include "clip.h"

namespace ncnn
{
class Clip_arm : public Clip
{
virtual int forward_inplace(Mat &bottom_top_blob, const Option &opt) const;

};
}
#endif //LAYER_CLIP_ARM_H