#include "cast_riscv.h"
#if __riscv_vector
#include <riscv_vector.h>
#endif
namespace ncnn {
Cast_riscv::Cast_riscv()
{
#if __riscv_vector
support_packing = true;
#if __riscv_zfh
support_fp16_storage = true;
#endif
#endif
}
int Cast_riscv::forward(const Mat& bottom_blob, Mat& top_blob, const Option& opt) const
{
if (type_from == type_to)
{
top_blob = bottom_blob;
return 0;
}
int w = bottom_blob.w;
int h = bottom_blob.h;
int d = bottom_blob.d;
int channels = bottom_blob.c;
int dims = bottom_blob.dims;
size_t elemsize = bottom_blob.elemsize;
int elempack = bottom_blob.elempack;
size_t out_elemsize = elemsize;
if (type_to == 1)
{
out_elemsize = 4 * elempack;
}
else if (type_to == 2)
{
out_elemsize = 2 * elempack;
}
else if (type_to == 3)
{
out_elemsize = elempack;
}
else if (type_to == 4)
{
out_elemsize = 2 * elempack;
}
if (dims == 1)
{
top_blob.create(w, out_elemsize, elempack, opt.blob_allocator);
}
else if (dims == 2)
{
top_blob.create(w, h, out_elemsize, elempack, opt.blob_allocator);
}
else if (dims == 3)
{
top_blob.create(w, h, channels, out_elemsize, elempack, opt.blob_allocator);
}
else if (dims == 4)
{
top_blob.create(w, h, d, channels, out_elemsize, elempack, opt.blob_allocator);
}
if (top_blob.empty())
return -100;
int size = w * h * d * elempack;
#if __riscv_vector && __riscv_zfh
if (type_from == 1 && type_to == 2)
{
#pragma omp parallel for num_threads(opt.num_threads)
for (int q = 0; q < channels; q++)
{
const float* ptr = bottom_blob.channel(q);
__fp16* outptr = top_blob.channel(q);
int n = size;
while (n > 0)
{
size_t vl = vsetvl_e32m8(n);
vfloat32m8_t _p = vle32_v_f32m8(ptr, vl);
vfloat16m4_t _outp = vfncvt_f_f_w_f16m4(_p, vl);
vse16_v_f16m4(outptr, _outp, vl);
ptr += vl;
outptr += vl;
n -= vl;
}
}
}
if (type_from == 2 && type_to == 1)
{
#pragma omp parallel for num_threads(opt.num_threads)
for (int q = 0; q < channels; q++)
{
const __fp16* ptr = bottom_blob.channel(q);
float* outptr = top_blob.channel(q);
int n = size;
while (n > 0)
{
size_t vl = vsetvl_e16m4(n);
vfloat16m4_t _p = vle16_v_f16m4(ptr, vl);
vfloat32m8_t _outp = vfwcvt_f_f_v_f32m8(_p, vl);
vse32_v_f32m8(outptr, _outp, vl);
ptr += vl;
outptr += vl;
n -= vl;
}
}
}
#endif
if (type_from == 3 && type_to == 1)
{
#pragma omp parallel for num_threads(opt.num_threads)
for (int q = 0; q < channels; q++)
{
const signed char* ptr = bottom_blob.channel(q);
float* outptr = top_blob.channel(q);
for (int i = 0; i < size; i++)
{
outptr[i] = (float)ptr[i];
}
}
}
return Cast::forward(bottom_blob, top_blob, opt);
}
}