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Commit f1c7d8d8 authored by Martin Reinecke's avatar Martin Reinecke
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Merge branch 'mav_rewrite' into 'master' 

Mav rewrite

See merge request mtr/cxxbase!1
parents 0d8a2890 43f38678
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Healpix_cxx/healpix_base.cc
View file @ f1c7d8d8
......@@ -498,9 +498,9 @@ template<typename I> template<typename I2>
double dr=base[o].max_pixrad(); // safety distance
for (size_t i=0; i<nv; ++i)
{
crlimit(o,i,0) = (rad[i]+dr>pi) ? -1. : cos(rad[i]+dr);
crlimit(o,i,1) = (o==0) ? cos(rad[i]) : crlimit(0,i,1);
crlimit(o,i,2) = (rad[i]-dr<0.) ? 1. : cos(rad[i]-dr);
crlimit.v(o,i,0) = (rad[i]+dr>pi) ? -1. : cos(rad[i]+dr);
crlimit.v(o,i,1) = (o==0) ? cos(rad[i]) : crlimit(0,i,1);
crlimit.v(o,i,2) = (rad[i]-dr<0.) ? 1. : cos(rad[i]-dr);
}
}
......@@ -563,9 +563,9 @@ template<typename I> void T_Healpix_Base<I>::query_multidisc_general
double dr=base[o].max_pixrad(); // safety distance
for (size_t i=0; i<nv; ++i)
{
crlimit(o,i,0) = (rad[i]+dr>pi) ? -1. : cos(rad[i]+dr);
crlimit(o,i,1) = (o==0) ? cos(rad[i]) : crlimit(0,i,1);
crlimit(o,i,2) = (rad[i]-dr<0.) ? 1. : cos(rad[i]-dr);
crlimit.v(o,i,0) = (rad[i]+dr>pi) ? -1. : cos(rad[i]+dr);
crlimit.v(o,i,1) = (o==0) ? cos(rad[i]) : crlimit(0,i,1);
crlimit.v(o,i,2) = (rad[i]-dr<0.) ? 1. : cos(rad[i]-dr);
}
}
......
mr_util/error_handling.h
View file @ f1c7d8d8
......@@ -25,6 +25,8 @@
#include <sstream>
#include <exception>
#include "mr_util/useful_macros.h"
namespace mr {
namespace detail_error_handling {
......@@ -35,19 +37,6 @@ namespace detail_error_handling {
#define MRUTIL_ERROR_HANDLING_LOC_ ::mr::detail_error_handling::CodeLocation(__FILE__, __LINE__)
#endif
#define MR_fail(...) \
do { \
::std::ostringstream msg; \
::mr::detail_error_handling::streamDump__(msg, MRUTIL_ERROR_HANDLING_LOC_, "\n", ##__VA_ARGS__, "\n"); \
throw ::std::runtime_error(msg.str()); \
} while(0)
#define MR_assert(cond,...) \
do { \
if (cond); \
else { MR_fail("Assertion failure\n", ##__VA_ARGS__); } \
} while(0)
// to be replaced with std::source_location once generally available
class CodeLocation
{
......@@ -73,21 +62,39 @@ inline ::std::ostream &operator<<(::std::ostream &os, const CodeLocation &loc)
#if (__cplusplus>=201703L) // hyper-elegant C++2017 version
template<typename ...Args>
inline void streamDump__(::std::ostream &os, Args&&... args)
void streamDump__(::std::ostream &os, Args&&... args)
{ (os << ... << args); }
#else
template<typename T>
inline void streamDump__(::std::ostream &os, const T& value)
void streamDump__(::std::ostream &os, const T& value)
{ os << value; }
template<typename T, typename ... Args>
inline void streamDump__(::std::ostream &os, const T& value,
void streamDump__(::std::ostream &os, const T& value,
const Args& ... args)
{
os << value;
streamDump__(os, args...);
}
#endif
template<typename ...Args>
[[noreturn]] void MRUTIL_NOINLINE fail__(Args&&... args)
{
::std::ostringstream msg; \
::mr::detail_error_handling::streamDump__(msg, args...); \
throw ::std::runtime_error(msg.str()); \
}
#define MR_fail(...) \
do { \
::mr::detail_error_handling::fail__(MRUTIL_ERROR_HANDLING_LOC_, "\n", ##__VA_ARGS__, "\n"); \
} while(0)
#define MR_assert(cond,...) \
do { \
if (cond); \
else { MR_fail("Assertion failure\n", ##__VA_ARGS__); } \
} while(0)
}}
......
mr_util/fft.h
View file @ f1c7d8d8
......@@ -621,7 +621,7 @@ template<typename T, typename T0> aligned_array<T> alloc_tmp
}
template <typename T, size_t vlen> void copy_input(const multi_iter<vlen> &it,
const cfmav<Cmplx<T>> &src, Cmplx<native_simd<T>> *MRUTIL_RESTRICT dst)
const fmav<Cmplx<T>> &src, Cmplx<native_simd<T>> *MRUTIL_RESTRICT dst)
{
for (size_t i=0; i<it.length_in(); ++i)
for (size_t j=0; j<vlen; ++j)
......@@ -632,7 +632,7 @@ template <typename T, size_t vlen> void copy_input(const multi_iter<vlen> &it,
}
template <typename T, size_t vlen> void copy_input(const multi_iter<vlen> &it,
const cfmav<T> &src, native_simd<T> *MRUTIL_RESTRICT dst)
const fmav<T> &src, native_simd<T> *MRUTIL_RESTRICT dst)
{
for (size_t i=0; i<it.length_in(); ++i)
for (size_t j=0; j<vlen; ++j)
......@@ -640,7 +640,7 @@ template <typename T, size_t vlen> void copy_input(const multi_iter<vlen> &it,
}
template <typename T, size_t vlen> void copy_input(const multi_iter<vlen> &it,
const cfmav<T> &src, T *MRUTIL_RESTRICT dst)
const fmav<T> &src, T *MRUTIL_RESTRICT dst)
{
if (dst == &src[it.iofs(0)]) return; // in-place
for (size_t i=0; i<it.length_in(); ++i)
......@@ -648,27 +648,30 @@ template <typename T, size_t vlen> void copy_input(const multi_iter<vlen> &it,
}
template<typename T, size_t vlen> void copy_output(const multi_iter<vlen> &it,
const Cmplx<native_simd<T>> *MRUTIL_RESTRICT src, const fmav<Cmplx<T>> &dst)
const Cmplx<native_simd<T>> *MRUTIL_RESTRICT src, fmav<Cmplx<T>> &dst)
{
auto ptr=dst.vdata();
for (size_t i=0; i<it.length_out(); ++i)
for (size_t j=0; j<vlen; ++j)
dst[it.oofs(j,i)].Set(src[i].r[j],src[i].i[j]);
ptr[it.oofs(j,i)].Set(src[i].r[j],src[i].i[j]);
}
template<typename T, size_t vlen> void copy_output(const multi_iter<vlen> &it,
const native_simd<T> *MRUTIL_RESTRICT src, const fmav<T> &dst)
const native_simd<T> *MRUTIL_RESTRICT src, fmav<T> &dst)
{
auto ptr=dst.vdata();
for (size_t i=0; i<it.length_out(); ++i)
for (size_t j=0; j<vlen; ++j)
dst[it.oofs(j,i)] = src[i][j];
ptr[it.oofs(j,i)] = src[i][j];
}
template<typename T, size_t vlen> void copy_output(const multi_iter<vlen> &it,
const T *MRUTIL_RESTRICT src, const fmav<T> &dst)
const T *MRUTIL_RESTRICT src, fmav<T> &dst)
{
auto ptr=dst.vdata();
if (src == &dst[it.oofs(0)]) return; // in-place
for (size_t i=0; i<it.length_out(); ++i)
dst[it.oofs(i)] = src[i];
ptr[it.oofs(i)] = src[i];
}
template <typename T> struct add_vec { using type = native_simd<T>; };
......@@ -677,7 +680,7 @@ template <typename T> struct add_vec<Cmplx<T>>
template <typename T> using add_vec_t = typename add_vec<T>::type;
template<typename Tplan, typename T, typename T0, typename Exec>
MRUTIL_NOINLINE void general_nd(const cfmav<T> &in, const fmav<T> &out,
MRUTIL_NOINLINE void general_nd(const fmav<T> &in, fmav<T> &out,
const shape_t &axes, T0 fct, size_t nthreads, const Exec & exec,
const bool allow_inplace=true)
{
......@@ -709,7 +712,7 @@ MRUTIL_NOINLINE void general_nd(const cfmav<T> &in, const fmav<T> &out,
{
it.advance(1);
auto buf = allow_inplace && it.stride_out() == 1 ?
&out[it.oofs(0)] : reinterpret_cast<T *>(storage.data());
&out.vraw(it.oofs(0)) : reinterpret_cast<T *>(storage.data());
exec(it, tin, out, buf, *plan, fct);
}
}); // end of parallel region
......@@ -721,9 +724,9 @@ struct ExecC2C
{
bool forward;
template <typename T0, typename T, size_t vlen> void operator () (
const multi_iter<vlen> &it, const cfmav<Cmplx<T0>> &in,
const fmav<Cmplx<T0>> &out, T * buf, const pocketfft_c<T0> &plan, T0 fct) const
template <typename T0, typename T, size_t vlen> void operator() (
const multi_iter<vlen> &it, const fmav<Cmplx<T0>> &in,
fmav<Cmplx<T0>> &out, T *buf, const pocketfft_c<T0> &plan, T0 fct) const
{
copy_input(it, in, buf);
plan.exec(buf, fct, forward);
......@@ -732,40 +735,42 @@ struct ExecC2C
};
template <typename T, size_t vlen> void copy_hartley(const multi_iter<vlen> &it,
const native_simd<T> *MRUTIL_RESTRICT src, const fmav<T> &dst)
const native_simd<T> *MRUTIL_RESTRICT src, fmav<T> &dst)
{
auto ptr = dst.vdata();
for (size_t j=0; j<vlen; ++j)
dst[it.oofs(j,0)] = src[0][j];
ptr[it.oofs(j,0)] = src[0][j];
size_t i=1, i1=1, i2=it.length_out()-1;
for (i=1; i<it.length_out()-1; i+=2, ++i1, --i2)
for (size_t j=0; j<vlen; ++j)
{
dst[it.oofs(j,i1)] = src[i][j]+src[i+1][j];
dst[it.oofs(j,i2)] = src[i][j]-src[i+1][j];
ptr[it.oofs(j,i1)] = src[i][j]+src[i+1][j];
ptr[it.oofs(j,i2)] = src[i][j]-src[i+1][j];
}
if (i<it.length_out())
for (size_t j=0; j<vlen; ++j)
dst[it.oofs(j,i1)] = src[i][j];
ptr[it.oofs(j,i1)] = src[i][j];
}
template <typename T, size_t vlen> void copy_hartley(const multi_iter<vlen> &it,
const T *MRUTIL_RESTRICT src, const fmav<T> &dst)
const T *MRUTIL_RESTRICT src, fmav<T> &dst)
{
dst[it.oofs(0)] = src[0];
auto ptr = dst.vdata();
ptr[it.oofs(0)] = src[0];
size_t i=1, i1=1, i2=it.length_out()-1;
for (i=1; i<it.length_out()-1; i+=2, ++i1, --i2)
{
dst[it.oofs(i1)] = src[i]+src[i+1];
dst[it.oofs(i2)] = src[i]-src[i+1];
ptr[it.oofs(i1)] = src[i]+src[i+1];
ptr[it.oofs(i2)] = src[i]-src[i+1];
}
if (i<it.length_out())
dst[it.oofs(i1)] = src[i];
ptr[it.oofs(i1)] = src[i];
}
struct ExecHartley
{
template <typename T0, typename T, size_t vlen> void operator () (
const multi_iter<vlen> &it, const cfmav<T0> &in, const fmav<T0> &out,
const multi_iter<vlen> &it, const fmav<T0> &in, fmav<T0> &out,
T * buf, const pocketfft_r<T0> &plan, T0 fct) const
{
copy_input(it, in, buf);
......@@ -781,8 +786,8 @@ struct ExecDcst
bool cosine;
template <typename T0, typename T, typename Tplan, size_t vlen>
void operator () (const multi_iter<vlen> &it, const cfmav<T0> &in,
const fmav <T0> &out, T * buf, const Tplan &plan, T0 fct) const
void operator () (const multi_iter<vlen> &it, const fmav<T0> &in,
fmav <T0> &out, T * buf, const Tplan &plan, T0 fct) const
{
copy_input(it, in, buf);
plan.exec(buf, fct, ortho, type, cosine);
......@@ -791,7 +796,7 @@ struct ExecDcst
};
template<typename T> MRUTIL_NOINLINE void general_r2c(
const cfmav<T> &in, const fmav<Cmplx<T>> &out, size_t axis, bool forward, T fct,
const fmav<T> &in, fmav<Cmplx<T>> &out, size_t axis, bool forward, T fct,
size_t nthreads)
{
auto plan = get_plan<pocketfft_r<T>>(in.shape(axis));
......@@ -810,20 +815,21 @@ template<typename T> MRUTIL_NOINLINE void general_r2c(
auto tdatav = reinterpret_cast<native_simd<T> *>(storage.data());
copy_input(it, in, tdatav);
plan->exec(tdatav, fct, true);
auto vout = out.vdata();
for (size_t j=0; j<vlen; ++j)
out[it.oofs(j,0)].Set(tdatav[0][j]);
vout[it.oofs(j,0)].Set(tdatav[0][j]);
size_t i=1, ii=1;
if (forward)
for (; i<len-1; i+=2, ++ii)
for (size_t j=0; j<vlen; ++j)
out[it.oofs(j,ii)].Set(tdatav[i][j], tdatav[i+1][j]);
vout[it.oofs(j,ii)].Set(tdatav[i][j], tdatav[i+1][j]);
else
for (; i<len-1; i+=2, ++ii)
for (size_t j=0; j<vlen; ++j)
out[it.oofs(j,ii)].Set(tdatav[i][j], -tdatav[i+1][j]);
vout[it.oofs(j,ii)].Set(tdatav[i][j], -tdatav[i+1][j]);
if (i<len)
for (size_t j=0; j<vlen; ++j)
out[it.oofs(j,ii)].Set(tdatav[i][j]);
vout[it.oofs(j,ii)].Set(tdatav[i][j]);
}
#endif
while (it.remaining()>0)
......@@ -832,21 +838,22 @@ template<typename T> MRUTIL_NOINLINE void general_r2c(
auto tdata = reinterpret_cast<T *>(storage.data());
copy_input(it, in, tdata);
plan->exec(tdata, fct, true);
out[it.oofs(0)].Set(tdata[0]);
auto vout = out.vdata();
vout[it.oofs(0)].Set(tdata[0]);
size_t i=1, ii=1;
if (forward)
for (; i<len-1; i+=2, ++ii)
out[it.oofs(ii)].Set(tdata[i], tdata[i+1]);
vout[it.oofs(ii)].Set(tdata[i], tdata[i+1]);
else
for (; i<len-1; i+=2, ++ii)
out[it.oofs(ii)].Set(tdata[i], -tdata[i+1]);
vout[it.oofs(ii)].Set(tdata[i], -tdata[i+1]);
if (i<len)
out[it.oofs(ii)].Set(tdata[i]);
vout[it.oofs(ii)].Set(tdata[i]);
}
}); // end of parallel region
}
template<typename T> MRUTIL_NOINLINE void general_c2r(
const cfmav<Cmplx<T>> &in, const fmav<T> &out, size_t axis, bool forward, T fct,
const fmav<Cmplx<T>> &in, fmav<T> &out, size_t axis, bool forward, T fct,
size_t nthreads)
{
auto plan = get_plan<pocketfft_r<T>>(out.shape(axis));
......@@ -922,7 +929,7 @@ struct ExecR2R
bool r2c, forward;
template <typename T0, typename T, size_t vlen> void operator () (
const multi_iter<vlen> &it, const cfmav<T0> &in, const fmav<T0> &out, T * buf,
const multi_iter<vlen> &it, const fmav<T0> &in, fmav<T0> &out, T * buf,
const pocketfft_r<T0> &plan, T0 fct) const
{
copy_input(it, in, buf);
......@@ -937,18 +944,18 @@ struct ExecR2R
}
};
template<typename T> void c2c(const cfmav<std::complex<T>> &in,
const fmav<std::complex<T>> &out, const shape_t &axes, bool forward,
template<typename T> void c2c(const fmav<std::complex<T>> &in,
fmav<std::complex<T>> &out, const shape_t &axes, bool forward,
T fct, size_t nthreads=1)
{
util::sanity_check_onetype(in, out, in.data()==out.data(), axes);
if (in.size()==0) return;
cfmav<Cmplx<T>> in2(reinterpret_cast<const Cmplx<T> *>(in.data()), in);
fmav<Cmplx<T>> out2(reinterpret_cast<Cmplx<T> *>(out.data()), out);
fmav<Cmplx<T>> in2(reinterpret_cast<const Cmplx<T> *>(in.data()), in);
fmav<Cmplx<T>> out2(reinterpret_cast<Cmplx<T> *>(out.vdata()), out, out.writable());
general_nd<pocketfft_c<T>>(in2, out2, axes, fct, nthreads, ExecC2C{forward});
}
template<typename T> void dct(const cfmav<T> &in, const fmav<T> &out,
template<typename T> void dct(const fmav<T> &in, fmav<T> &out,
const shape_t &axes, int type, T fct, bool ortho, size_t nthreads=1)
{
if ((type<1) || (type>4)) throw std::invalid_argument("invalid DCT type");
......@@ -963,7 +970,7 @@ template<typename T> void dct(const cfmav<T> &in, const fmav<T> &out,
general_nd<T_dcst23<T>>(in, out, axes, fct, nthreads, exec);
}
template<typename T> void dst(const cfmav<T> &in, const fmav<T> &out,
template<typename T> void dst(const fmav<T> &in, fmav<T> &out,
const shape_t &axes, int type, T fct, bool ortho, size_t nthreads=1)
{
if ((type<1) || (type>4)) throw std::invalid_argument("invalid DST type");
......@@ -977,18 +984,18 @@ template<typename T> void dst(const cfmav<T> &in, const fmav<T> &out,
general_nd<T_dcst23<T>>(in, out, axes, fct, nthreads, exec);
}
template<typename T> void r2c(const cfmav<T> &in,
const fmav<std::complex<T>> &out, size_t axis, bool forward, T fct,
template<typename T> void r2c(const fmav<T> &in,
fmav<std::complex<T>> &out, size_t axis, bool forward, T fct,
size_t nthreads=1)
{
util::sanity_check_cr(out, in, axis);
if (in.size()==0) return;
fmav<Cmplx<T>> out2(reinterpret_cast<Cmplx<T> *>(out.data()), out);
fmav<Cmplx<T>> out2(reinterpret_cast<Cmplx<T> *>(out.vdata()), out, out.writable());
general_r2c(in, out2, axis, forward, fct, nthreads);
}
template<typename T> void r2c(const cfmav<T> &in,
const fmav<std::complex<T>> &out, const shape_t &axes,
template<typename T> void r2c(const fmav<T> &in,
fmav<std::complex<T>> &out, const shape_t &axes,
bool forward, T fct, size_t nthreads=1)
{
util::sanity_check_cr(out, in, axes);
......@@ -1000,17 +1007,17 @@ template<typename T> void r2c(const cfmav<T> &in,
c2c(out, out, newaxes, forward, T(1), nthreads);
}
template<typename T> void c2r(const cfmav<std::complex<T>> &in,
const fmav<T> &out, size_t axis, bool forward, T fct, size_t nthreads=1)
template<typename T> void c2r(const fmav<std::complex<T>> &in,
fmav<T> &out, size_t axis, bool forward, T fct, size_t nthreads=1)
{
util::sanity_check_cr(in, out, axis);
if (in.size()==0) return;
cfmav<Cmplx<T>> in2(reinterpret_cast<const Cmplx<T> *>(in.data()), in);
fmav<Cmplx<T>> in2(reinterpret_cast<const Cmplx<T> *>(in.data()), in);
general_c2r(in2, out, axis, forward, fct, nthreads);
}
template<typename T> void c2r(const cfmav<std::complex<T>> &in,
const fmav<T> &out, const shape_t &axes, bool forward, T fct,
template<typename T> void c2r(const fmav<std::complex<T>> &in,
fmav<T> &out, const shape_t &axes, bool forward, T fct,
size_t nthreads=1)
{
if (axes.size()==1)
......@@ -1023,8 +1030,8 @@ template<typename T> void c2r(const cfmav<std::complex<T>> &in,
c2r(atmp, out, axes.back(), forward, fct, nthreads);
}
template<typename T> void r2r_fftpack(const cfmav<T> &in,
const fmav<T> &out, const shape_t &axes, bool real2hermitian, bool forward,
template<typename T> void r2r_fftpack(const fmav<T> &in,
fmav<T> &out, const shape_t &axes, bool real2hermitian, bool forward,
T fct, size_t nthreads=1)
{
util::sanity_check_onetype(in, out, in.data()==out.data(), axes);
......@@ -1033,8 +1040,8 @@ template<typename T> void r2r_fftpack(const cfmav<T> &in,
ExecR2R{real2hermitian, forward});
}
template<typename T> void r2r_separable_hartley(const cfmav<T> &in,
const fmav<T> &out, const shape_t &axes, T fct, size_t nthreads=1)
template<typename T> void r2r_separable_hartley(const fmav<T> &in,
fmav<T> &out, const shape_t &axes, T fct, size_t nthreads=1)
{
util::sanity_check_onetype(in, out, in.data()==out.data(), axes);
if (in.size()==0) return;
......@@ -1042,8 +1049,8 @@ template<typename T> void r2r_separable_hartley(const cfmav<T> &in,
false);
}
template<typename T> void r2r_genuine_hartley(const cfmav<T> &in,
const fmav<T> &out, const shape_t &axes, T fct, size_t nthreads=1)
template<typename T> void r2r_genuine_hartley(const fmav<T> &in,
fmav<T> &out, const shape_t &axes, T fct, size_t nthreads=1)
{
if (axes.size()==1)
return r2r_separable_hartley(in, out, axes, fct, nthreads);
......@@ -1055,11 +1062,12 @@ template<typename T> void r2r_genuine_hartley(const cfmav<T> &in,
r2c(in, atmp, axes, true, fct, nthreads);
simple_iter iin(atmp);
rev_iter iout(out, axes);
auto vout = out.vdata();
while(iin.remaining()>0)
{
auto v = atmp[iin.ofs()];
out[iout.ofs()] = v.real()+v.imag();
out[iout.rev_ofs()] = v.real()-v.imag();
vout[iout.ofs()] = v.real()+v.imag();
vout[iout.rev_ofs()] = v.real()-v.imag();
iin.advance(); iout.advance();
}
}
......
mr_util/mav.h
View file @ f1c7d8d8
......@@ -16,7 +16,7 @@
* Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA
*/
/* Copyright (C) 2019 Max-Planck-Society
/* Copyright (C) 2019-2020 Max-Planck-Society
Author: Martin Reinecke */
#ifndef MRUTIL_MAV_H
......@@ -42,6 +42,7 @@ class fmav_info
protected:
shape_t shp;
stride_t str;
size_t sz;
static size_t prod(const shape_t &shape)
{
......@@ -53,18 +54,22 @@ class fmav_info
public:
fmav_info(const shape_t &shape_, const stride_t &stride_)
: shp(shape_), str(stride_)
{ MR_assert(shp.size()==str.size(), "dimensions mismatch"); }
: shp(shape_), str(stride_), sz(prod(shp))
{
MR_assert(shp.size()>0, "at least 1D required");
MR_assert(shp.size()==str.size(), "dimensions mismatch");
}
fmav_info(const shape_t &shape_)
: shp(shape_), str(shape_.size())
: shp(shape_), str(shape_.size()), sz(prod(shp))
{
auto ndim = shp.size();
MR_assert(ndim>0, "at least 1D required");
str[ndim-1]=1;
for (size_t i=2; i<=ndim; ++i)
str[ndim-i] = str[ndim-i+1]*ptrdiff_t(shp[ndim-i+1]);
}
size_t ndim() const { return shp.size(); }
size_t size() const { return prod(shp); }
size_t size() const { return sz; }
const shape_t &shape() const { return shp; }
size_t shape(size_t i) const { return shp[i]; }
const stride_t &stride() const { return str; }
......@@ -86,215 +91,284 @@ class fmav_info
{ return shp==other.shp; }
};
template<typename T, size_t ndim> class cmav;
// "mav" stands for "multidimensional array view"
template<typename T> class cfmav: public fmav_info
template<typename T> class membuf
{
protected:
using Tsp = shared_ptr<vector<T>>;
Tsp ptr;
T *d;
const T *d;
bool rw;
public:
cfmav(const T *d_, const shape_t &shp_, const stride_t &str_)
: fmav_info(shp_, str_), d(const_cast<T *>(d_)) {}
cfmav(const T *d_, const shape_t &shp_)
: fmav_info(shp_), d(const_cast<T *>(d_)) {}
cfmav(const shape_t &shp_)
: fmav_info(shp_), ptr(make_unique<vector<T>>(size())),
d(const_cast<T *>(ptr->data())) {}
cfmav(const T* d_, const fmav_info &info)
: fmav_info(info), d(const_cast<T *>(d_)) {}
cfmav(const cfmav &other) = default;
cfmav(cfmav &&other) = default;
membuf(T *d_, bool rw_=false)
: d(d_), rw(rw_) {}
membuf(const T *d_)
: d(d_), rw(false) {}
membuf(size_t sz)
: ptr(make_unique<vector<T>>(sz)), d(ptr->data()), rw(true) {}
membuf(const membuf &other)
: ptr(other.ptr), d(other.d), rw(false) {}
membuf(membuf &other) = default;
membuf(membuf &&other) = default;
// Not for public use!
cfmav(const T *d_, const Tsp &p, const shape_t &shp_, const stride_t &str_)
: fmav_info(shp_, str_), ptr(p), d(const_cast<T *>(d_)) {}
membuf(T *d_, const Tsp &p, bool rw_)
: ptr(p), d(d_), rw(rw_) {}
template<typename I> T &vraw(I i)
{
MR_assert(rw, "array is not writable");
return const_cast<T *>(d)[i];
}
template<typename I> const T &operator[](I i) const
{ return d[i]; }
const T *data() const
{ return d; }
T *vdata()
{
MR_assert(rw, "array is not writable");
return const_cast<T *>(d);
}
bool writable() { return rw; }
};
template<typename T> class fmav: public cfmav<T>
// "mav" stands for "multidimensional array view"
template<typename T> class fmav: public fmav_info, public membuf<T>
{
protected:
using Tsp = shared_ptr<vector<T>>;
using parent = cfmav<T>;
using parent::d;
using parent::shp;
using parent::str;
using typename membuf<T>::Tsp;
public:
fmav(T *d_, const shape_t &shp_, const stride_t &str_)
: parent(d_, shp_, str_) {}
fmav(T *d_, const shape_t &shp_)
: parent(d_, shp_) {}
fmav(const T *d_, const shape_t &shp_, const stride_t &str_)
: fmav_info(shp_, str_), membuf<T>(d_) {}
fmav(const T *d_, const shape_t &shp_)
: fmav_info(shp_), membuf<T>(d_) {}
fmav(T *d_, const shape_t &shp_, const stride_t &str_, bool rw_)
: fmav_info(shp_, str_), membuf<T>(d_,rw_) {}
fmav(T *d_, const shape_t &shp_, bool rw_)
: fmav_info(shp_), membuf<T>(d_,rw_) {}
fmav(cons