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composable_kernel/include/ck/utility/sequence.hpp
John Shumway 15ed65db35 Improve sequence sorting and add unit tests (#3376)
Old sequence sort code was showing up on build profiles. Convert it to constexpr functions for much more efficient build-time execution. The sorting is still O(N^2), but our sequences are small enough it executes quickly. This reduced compilation time of a small convolution by more than 10% and time overall time spent in the compiler on a narrow build by %6.
2025-12-10 12:25:23 -08:00

851 lines
24 KiB
C++

// Copyright (c) Advanced Micro Devices, Inc., or its affiliates.
// SPDX-License-Identifier: MIT
#pragma once
#if !defined(__HIPCC_RTC__) || !defined(CK_CODE_GEN_RTC)
#include <ostream>
#endif
#include "ck/utility/integral_constant.hpp"
#include "ck/utility/type.hpp"
#include "ck/utility/functional.hpp"
#include "ck/utility/math.hpp"
namespace ck {
template <index_t, index_t, index_t>
struct static_for;
template <index_t...>
struct Sequence;
template <typename Seq, index_t I>
struct sequence_split;
template <typename>
struct sequence_reverse;
template <typename>
struct sequence_map_inverse;
template <typename>
struct is_valid_sequence_map;
template <index_t I, index_t... Is>
__host__ __device__ constexpr auto sequence_pop_front(Sequence<I, Is...>);
template <typename Seq>
__host__ __device__ constexpr auto sequence_pop_back(Seq);
template <index_t... Is>
struct Sequence
{
using Type = Sequence;
using data_type = index_t;
static constexpr index_t mSize = sizeof...(Is);
__host__ __device__ static constexpr auto Size() { return Number<mSize>{}; }
__host__ __device__ static constexpr auto GetSize() { return Size(); }
__host__ __device__ static constexpr index_t At(index_t I)
{
// the last dummy element is to prevent compiler complain about empty array, when mSize = 0
const index_t mData[mSize + 1] = {Is..., 0};
return mData[I];
}
template <index_t I>
__host__ __device__ static constexpr auto At(Number<I>)
{
static_assert(I < mSize, "wrong! I too large");
return Number<At(I)>{};
}
template <index_t I>
__host__ __device__ static constexpr auto Get(Number<I>)
{
return At(Number<I>{});
}
template <typename I>
__host__ __device__ constexpr auto operator[](I i) const
{
return At(i);
}
template <index_t... IRs>
__host__ __device__ static constexpr auto ReorderGivenNew2Old(Sequence<IRs...> /*new2old*/)
{
static_assert(sizeof...(Is) == sizeof...(IRs),
"wrong! reorder map should have the same size as Sequence to be rerodered");
static_assert(is_valid_sequence_map<Sequence<IRs...>>::value, "wrong! invalid reorder map");
return Sequence<Type::At(Number<IRs>{})...>{};
}
// MapOld2New is Sequence<...>
template <typename MapOld2New>
__host__ __device__ static constexpr auto ReorderGivenOld2New(MapOld2New)
{
static_assert(MapOld2New::Size() == Size(),
"wrong! reorder map should have the same size as Sequence to be rerodered");
static_assert(is_valid_sequence_map<MapOld2New>::value, "wrong! invalid reorder map");
return ReorderGivenNew2Old(typename sequence_map_inverse<MapOld2New>::type{});
}
__host__ __device__ static constexpr auto Reverse()
{
return typename sequence_reverse<Type>::type{};
}
__host__ __device__ static constexpr auto Front()
{
static_assert(mSize > 0, "wrong!");
return At(Number<0>{});
}
__host__ __device__ static constexpr auto Back()
{
static_assert(mSize > 0, "wrong!");
return At(Number<mSize - 1>{});
}
__host__ __device__ static constexpr auto PopFront() { return sequence_pop_front(Type{}); }
__host__ __device__ static constexpr auto PopBack() { return sequence_pop_back(Type{}); }
template <index_t... Xs>
__host__ __device__ static constexpr auto PushFront(Sequence<Xs...>)
{
return Sequence<Xs..., Is...>{};
}
template <index_t... Xs>
__host__ __device__ static constexpr auto PushFront(Number<Xs>...)
{
return Sequence<Xs..., Is...>{};
}
template <index_t... Xs>
__host__ __device__ static constexpr auto PushBack(Sequence<Xs...>)
{
return Sequence<Is..., Xs...>{};
}
template <index_t... Xs>
__host__ __device__ static constexpr auto PushBack(Number<Xs>...)
{
return Sequence<Is..., Xs...>{};
}
template <index_t... Ns>
__host__ __device__ static constexpr auto Extract(Number<Ns>...)
{
return Sequence<Type::At(Number<Ns>{})...>{};
}
template <index_t... Ns>
__host__ __device__ static constexpr auto Extract(Sequence<Ns...>)
{
return Sequence<Type::At(Number<Ns>{})...>{};
}
template <index_t I, index_t X>
__host__ __device__ static constexpr auto Modify(Number<I>, Number<X>)
{
static_assert(I < Size(), "wrong!");
using seq_split = sequence_split<Type, I>;
constexpr auto seq_left = typename seq_split::left_type{};
constexpr auto seq_right = typename seq_split::right_type{}.PopFront();
return seq_left.PushBack(Number<X>{}).PushBack(seq_right);
}
template <typename F>
__host__ __device__ static constexpr auto Transform(F f)
{
return Sequence<f(Is)...>{};
}
__host__ __device__ static void Print()
{
printf("{");
printf("size %d, ", index_t{Size()});
static_for<0, Size(), 1>{}([&](auto i) { printf("%d ", At(i).value); });
printf("}");
}
};
namespace impl {
template <typename T, T... Ints>
struct __integer_sequence;
template <index_t... Ints>
struct __integer_sequence<index_t, Ints...>
{
using seq_type = Sequence<Ints...>;
};
} // namespace impl
template <index_t N>
using make_index_sequence =
typename __make_integer_seq<impl::__integer_sequence, index_t, N>::seq_type;
// merge sequence
template <typename Seq, typename... Seqs>
struct sequence_merge
{
using type = typename sequence_merge<Seq, typename sequence_merge<Seqs...>::type>::type;
};
template <index_t... Xs, index_t... Ys>
struct sequence_merge<Sequence<Xs...>, Sequence<Ys...>>
{
using type = Sequence<Xs..., Ys...>;
};
template <typename Seq>
struct sequence_merge<Seq>
{
using type = Seq;
};
// generate sequence
template <index_t NSize, typename F>
struct sequence_gen
{
template <index_t IBegin, index_t NRemain, typename G>
struct sequence_gen_impl
{
static constexpr index_t NRemainLeft = NRemain / 2;
static constexpr index_t NRemainRight = NRemain - NRemainLeft;
static constexpr index_t IMiddle = IBegin + NRemainLeft;
using type = typename sequence_merge<
typename sequence_gen_impl<IBegin, NRemainLeft, G>::type,
typename sequence_gen_impl<IMiddle, NRemainRight, G>::type>::type;
};
template <index_t I, typename G>
struct sequence_gen_impl<I, 1, G>
{
static constexpr index_t Is = G{}(Number<I>{});
using type = Sequence<Is>;
};
template <index_t I, typename G>
struct sequence_gen_impl<I, 0, G>
{
using type = Sequence<>;
};
using type = typename sequence_gen_impl<0, NSize, F>::type;
};
// arithmetic sequence
template <index_t IBegin, index_t IEnd, index_t Increment>
struct arithmetic_sequence_gen
{
struct F
{
__host__ __device__ constexpr index_t operator()(index_t i) const
{
return i * Increment + IBegin;
}
};
using type0 = typename sequence_gen<(IEnd - IBegin) / Increment, F>::type;
using type1 = Sequence<>;
static constexpr bool kHasContent =
(Increment > 0 && IBegin < IEnd) || (Increment < 0 && IBegin > IEnd);
using type = typename conditional<kHasContent, type0, type1>::type;
};
template <index_t IEnd>
struct arithmetic_sequence_gen<0, IEnd, 1>
{
template <typename T, T... Ints>
struct WrapSequence
{
using type = Sequence<Ints...>;
};
// https://reviews.llvm.org/D13786
using type = typename __make_integer_seq<WrapSequence, index_t, IEnd>::type;
};
// uniform sequence
template <index_t NSize, index_t I>
struct uniform_sequence_gen
{
struct F
{
__host__ __device__ constexpr index_t operator()(index_t) const { return I; }
};
using type = typename sequence_gen<NSize, F>::type;
};
// reverse inclusive scan (with init) sequence
template <typename, typename, index_t>
struct sequence_reverse_inclusive_scan;
template <index_t I, index_t... Is, typename Reduce, index_t Init>
struct sequence_reverse_inclusive_scan<Sequence<I, Is...>, Reduce, Init>
{
using old_scan = typename sequence_reverse_inclusive_scan<Sequence<Is...>, Reduce, Init>::type;
static constexpr index_t new_reduce = Reduce{}(I, old_scan{}.Front());
using type = typename sequence_merge<Sequence<new_reduce>, old_scan>::type;
};
template <index_t I, typename Reduce, index_t Init>
struct sequence_reverse_inclusive_scan<Sequence<I>, Reduce, Init>
{
using type = Sequence<Reduce{}(I, Init)>;
};
template <typename Reduce, index_t Init>
struct sequence_reverse_inclusive_scan<Sequence<>, Reduce, Init>
{
using type = Sequence<>;
};
// split sequence
template <typename Seq, index_t I>
struct sequence_split
{
static constexpr index_t NSize = Seq{}.Size();
using range0 = typename arithmetic_sequence_gen<0, I, 1>::type;
using range1 = typename arithmetic_sequence_gen<I, NSize, 1>::type;
using left_type = decltype(Seq::Extract(range0{}));
using right_type = decltype(Seq::Extract(range1{}));
};
// reverse sequence
template <typename Seq>
struct sequence_reverse
{
static constexpr index_t NSize = Seq{}.Size();
using seq_split = sequence_split<Seq, NSize / 2>;
using type = typename sequence_merge<
typename sequence_reverse<typename seq_split::right_type>::type,
typename sequence_reverse<typename seq_split::left_type>::type>::type;
};
template <index_t I>
struct sequence_reverse<Sequence<I>>
{
using type = Sequence<I>;
};
template <index_t I0, index_t I1>
struct sequence_reverse<Sequence<I0, I1>>
{
using type = Sequence<I1, I0>;
};
#if 1
template <typename Reduce, typename Seq, typename... Seqs>
struct sequence_reduce
{
using type = typename sequence_reduce<Reduce,
Seq,
typename sequence_reduce<Reduce, Seqs...>::type>::type;
};
template <typename Reduce, index_t... Xs, index_t... Ys>
struct sequence_reduce<Reduce, Sequence<Xs...>, Sequence<Ys...>>
{
using type = Sequence<Reduce{}(Xs, Ys)...>;
};
template <typename Reduce, typename Seq>
struct sequence_reduce<Reduce, Seq>
{
using type = Seq;
};
#endif
// Implement sequence_sort and sequence_unique_sort using constexpr functions (C++17)
namespace sort_impl {
// Temporary arrays to hold values during operations with capacity N and mutable size.
template <index_t N>
struct IndexedValueArray
{
index_t values[N > 0 ? N : 1];
index_t ids[N > 0 ? N : 1];
index_t size = 0;
};
template <index_t... Is>
constexpr auto make_indexed_value_array(Sequence<Is...>)
{
constexpr index_t N = sizeof...(Is);
IndexedValueArray<N> result = {{Is...}, {}, N};
for(index_t i = 0; i < N; ++i)
{
result.ids[i] = i;
}
return result;
}
enum class SortField
{
Values,
Ids
};
// Perform an insertion sort on an IndexedValueArray.
template <index_t N, typename Compare>
constexpr auto insertion_sort(IndexedValueArray<N> arr, Compare comp)
{
for(index_t i = 1; i < arr.size; ++i)
{
index_t key_val = arr.values[i];
index_t key_id = arr.ids[i];
index_t j = i - 1;
while(j >= 0 && comp(key_val, arr.values[j]))
{
arr.values[j + 1] = arr.values[j];
arr.ids[j + 1] = arr.ids[j];
--j;
}
arr.values[j + 1] = key_val;
arr.ids[j + 1] = key_id;
}
return arr;
}
// Remove duplicates from a sorted IndexedValueArray.
template <index_t N, typename Equal>
constexpr auto unique(const IndexedValueArray<N>& sorted, Equal eq)
{
IndexedValueArray<N> result{};
if constexpr(N == 0)
{
return result;
}
result.size = 1;
result.values[0] = sorted.values[0];
result.ids[0] = sorted.ids[0];
for(index_t i = 1; i < sorted.size; ++i)
{
if(!eq(sorted.values[i], sorted.values[i - 1]))
{
result.values[result.size] = sorted.values[i];
result.ids[result.size] = sorted.ids[i];
++result.size;
}
}
return result;
}
// Compute sorted (and optionally unique) IndexedValueArray from input Sequence.
template <bool Unique, typename Compare, typename Equal, index_t... Is>
constexpr auto compute_sorted(Sequence<Is...> seq, Compare comp, Equal eq)
{
auto sorted = insertion_sort(make_indexed_value_array(seq), comp);
return Unique ? unique(sorted, eq) : sorted;
}
// Cache the sorted results to avoid recomputation.
template <bool Unique, typename Seq, typename Compare, typename Equal>
struct SortedCache
{
static constexpr auto data = compute_sorted<Unique>(Seq{}, Compare{}, Equal{});
};
// Build sorted value and ID sequences from cached sorted data
template <SortField Field, bool Unique, typename Seq, typename Compare, typename Equal, index_t I>
constexpr index_t get_sorted_field()
{
constexpr auto& data = SortedCache<Unique, Seq, Compare, Equal>::data;
return (Field == SortField::Values) ? data.values[I] : data.ids[I];
}
template <bool Unique, typename Seq, typename Compare, typename Equal, typename IndexSeq>
struct SortedSequences;
template <bool Unique, typename Seq, typename Compare, typename Equal, index_t... Is>
struct SortedSequences<Unique, Seq, Compare, Equal, Sequence<Is...>>
{
using values_type =
Sequence<get_sorted_field<SortField::Values, Unique, Seq, Compare, Equal, Is>()...>;
using ids_type =
Sequence<get_sorted_field<SortField::Ids, Unique, Seq, Compare, Equal, Is>()...>;
};
template <bool Unique, typename Seq, typename Compare, typename Equal>
using sorted_sequences_t = SortedSequences<
Unique,
Seq,
Compare,
Equal,
typename arithmetic_sequence_gen<0, SortedCache<Unique, Seq, Compare, Equal>::data.size, 1>::
type>;
using Equal = ck::math::equal<index_t>;
} // namespace sort_impl
template <typename Values, typename Compare>
struct sequence_sort
{
using sorted_seqs = sort_impl::sorted_sequences_t<false, Values, Compare, sort_impl::Equal>;
using type = typename sorted_seqs::values_type;
using sorted2unsorted_map = typename sorted_seqs::ids_type;
};
template <typename Values, typename Less, typename Equal>
struct sequence_unique_sort
{
using sorted_seqs = sort_impl::sorted_sequences_t<true, Values, Less, Equal>;
using type = typename sorted_seqs::values_type;
using sorted2unsorted_map = typename sorted_seqs::ids_type;
};
template <typename SeqMap>
struct is_valid_sequence_map : is_same<typename arithmetic_sequence_gen<0, SeqMap::Size(), 1>::type,
typename sequence_sort<SeqMap, math::less<index_t>>::type>
{
};
template <typename SeqMap>
struct sequence_map_inverse
{
template <typename X2Y, typename WorkingY2X, index_t XBegin, index_t XRemain>
struct sequence_map_inverse_impl
{
static constexpr auto new_y2x =
WorkingY2X::Modify(X2Y::At(Number<XBegin>{}), Number<XBegin>{});
using type =
typename sequence_map_inverse_impl<X2Y, decltype(new_y2x), XBegin + 1, XRemain - 1>::
type;
};
template <typename X2Y, typename WorkingY2X, index_t XBegin>
struct sequence_map_inverse_impl<X2Y, WorkingY2X, XBegin, 0>
{
using type = WorkingY2X;
};
using type =
typename sequence_map_inverse_impl<SeqMap,
typename uniform_sequence_gen<SeqMap::Size(), 0>::type,
0,
SeqMap::Size()>::type;
};
template <index_t... Xs, index_t... Ys>
__host__ __device__ constexpr bool operator==(Sequence<Xs...>, Sequence<Ys...>)
{
return ((Xs == Ys) && ...);
}
template <index_t... Xs, index_t... Ys>
__host__ __device__ constexpr auto operator+(Sequence<Xs...>, Sequence<Ys...>)
{
static_assert(sizeof...(Xs) == sizeof...(Ys), "wrong! inconsistent size");
return Sequence<(Xs + Ys)...>{};
}
template <index_t... Xs, index_t... Ys>
__host__ __device__ constexpr auto operator-(Sequence<Xs...>, Sequence<Ys...>)
{
static_assert(sizeof...(Xs) == sizeof...(Ys), "wrong! inconsistent size");
return Sequence<(Xs - Ys)...>{};
}
template <index_t... Xs, index_t... Ys>
__host__ __device__ constexpr auto operator*(Sequence<Xs...>, Sequence<Ys...>)
{
static_assert(sizeof...(Xs) == sizeof...(Ys), "wrong! inconsistent size");
return Sequence<(Xs * Ys)...>{};
}
template <index_t... Xs, index_t... Ys>
__host__ __device__ constexpr auto operator/(Sequence<Xs...>, Sequence<Ys...>)
{
static_assert(sizeof...(Xs) == sizeof...(Ys), "wrong! inconsistent size");
return Sequence<(Xs / Ys)...>{};
}
template <index_t... Xs, index_t... Ys>
__host__ __device__ constexpr auto operator%(Sequence<Xs...>, Sequence<Ys...>)
{
static_assert(sizeof...(Xs) == sizeof...(Ys), "wrong! inconsistent size");
return Sequence<(Xs % Ys)...>{};
}
template <index_t... Xs, index_t Y>
__host__ __device__ constexpr auto operator+(Sequence<Xs...>, Number<Y>)
{
return Sequence<(Xs + Y)...>{};
}
template <index_t... Xs, index_t Y>
__host__ __device__ constexpr auto operator-(Sequence<Xs...>, Number<Y>)
{
return Sequence<(Xs - Y)...>{};
}
template <index_t... Xs, index_t Y>
__host__ __device__ constexpr auto operator*(Sequence<Xs...>, Number<Y>)
{
return Sequence<(Xs * Y)...>{};
}
template <index_t... Xs, index_t Y>
__host__ __device__ constexpr auto operator/(Sequence<Xs...>, Number<Y>)
{
return Sequence<(Xs / Y)...>{};
}
template <index_t... Xs, index_t Y>
__host__ __device__ constexpr auto operator%(Sequence<Xs...>, Number<Y>)
{
return Sequence<(Xs % Y)...>{};
}
template <index_t Y, index_t... Xs>
__host__ __device__ constexpr auto operator+(Number<Y>, Sequence<Xs...>)
{
return Sequence<(Y + Xs)...>{};
}
template <index_t Y, index_t... Xs>
__host__ __device__ constexpr auto operator-(Number<Y>, Sequence<Xs...>)
{
return Sequence<(Y - Xs)...>{};
}
template <index_t Y, index_t... Xs>
__host__ __device__ constexpr auto operator*(Number<Y>, Sequence<Xs...>)
{
return Sequence<(Y * Xs)...>{};
}
template <index_t Y, index_t... Xs>
__host__ __device__ constexpr auto operator/(Number<Y>, Sequence<Xs...>)
{
return Sequence<(Y / Xs)...>{};
}
template <index_t Y, index_t... Xs>
__host__ __device__ constexpr auto operator%(Number<Y>, Sequence<Xs...>)
{
return Sequence<(Y % Xs)...>{};
}
template <index_t I, index_t... Is>
__host__ __device__ constexpr auto sequence_pop_front(Sequence<I, Is...>)
{
return Sequence<Is...>{};
}
template <typename Seq>
__host__ __device__ constexpr auto sequence_pop_back(Seq)
{
static_assert(Seq::Size() > 0, "wrong! cannot pop an empty Sequence!");
return sequence_pop_front(Seq::Reverse()).Reverse();
}
template <typename... Seqs>
__host__ __device__ constexpr auto merge_sequences(Seqs...)
{
return typename sequence_merge<Seqs...>::type{};
}
template <typename F, index_t... Xs>
__host__ __device__ constexpr auto transform_sequences(F f, Sequence<Xs...>)
{
return Sequence<f(Xs)...>{};
}
template <typename F, index_t... Xs, index_t... Ys>
__host__ __device__ constexpr auto transform_sequences(F f, Sequence<Xs...>, Sequence<Ys...>)
{
static_assert(Sequence<Xs...>::mSize == Sequence<Ys...>::mSize, "Dim not the same");
return Sequence<f(Xs, Ys)...>{};
}
template <typename F, index_t... Xs, index_t... Ys, index_t... Zs>
__host__ __device__ constexpr auto
transform_sequences(F f, Sequence<Xs...>, Sequence<Ys...>, Sequence<Zs...>)
{
static_assert(Sequence<Xs...>::mSize == Sequence<Ys...>::mSize &&
Sequence<Xs...>::mSize == Sequence<Zs...>::mSize,
"Dim not the same");
return Sequence<f(Xs, Ys, Zs)...>{};
}
template <typename Seq, typename Reduce, index_t Init>
__host__ __device__ constexpr auto reverse_inclusive_scan_sequence(Seq, Reduce, Number<Init>)
{
return typename sequence_reverse_inclusive_scan<Seq, Reduce, Init>::type{};
}
template <typename Seq, typename Reduce, index_t Init>
__host__ __device__ constexpr auto reverse_exclusive_scan_sequence(Seq, Reduce, Number<Init>)
{
return reverse_inclusive_scan_sequence(Seq::PopFront(), Reduce{}, Number<Init>{})
.PushBack(Number<Init>{});
}
template <typename Seq, typename Reduce, index_t Init>
__host__ __device__ constexpr auto inclusive_scan_sequence(Seq, Reduce, Number<Init>)
{
return reverse_inclusive_scan_sequence(Seq{}.Reverse(), Reduce{}, Number<Init>{}).Reverse();
}
template <typename Seq, index_t... Is>
__host__ __device__ constexpr auto pick_sequence_elements_by_ids(Seq, Sequence<Is...> /* ids */)
{
return Sequence<Seq::At(Number<Is>{})...>{};
}
#if 1
namespace detail {
template <typename WorkSeq, typename RemainSeq, typename RemainMask>
struct pick_sequence_elements_by_mask_impl
{
using new_work_seq = typename conditional<RemainMask::Front(),
decltype(WorkSeq::PushBack(RemainSeq::Front())),
WorkSeq>::type;
using type =
typename pick_sequence_elements_by_mask_impl<new_work_seq,
decltype(RemainSeq::PopFront()),
decltype(RemainMask::PopFront())>::type;
};
template <typename WorkSeq>
struct pick_sequence_elements_by_mask_impl<WorkSeq, Sequence<>, Sequence<>>
{
using type = WorkSeq;
};
} // namespace detail
template <typename Seq, typename Mask>
__host__ __device__ constexpr auto pick_sequence_elements_by_mask(Seq, Mask)
{
static_assert(Seq::Size() == Mask::Size(), "wrong!");
return typename detail::pick_sequence_elements_by_mask_impl<Sequence<>, Seq, Mask>::type{};
}
namespace detail {
template <typename WorkSeq, typename RemainValues, typename RemainIds>
struct modify_sequence_elements_by_ids_impl
{
using new_work_seq = decltype(WorkSeq::Modify(RemainIds::Front(), RemainValues::Front()));
using type =
typename modify_sequence_elements_by_ids_impl<new_work_seq,
decltype(RemainValues::PopFront()),
decltype(RemainIds::PopFront())>::type;
};
template <typename WorkSeq>
struct modify_sequence_elements_by_ids_impl<WorkSeq, Sequence<>, Sequence<>>
{
using type = WorkSeq;
};
} // namespace detail
template <typename Seq, typename Values, typename Ids>
__host__ __device__ constexpr auto modify_sequence_elements_by_ids(Seq, Values, Ids)
{
static_assert(Values::Size() == Ids::Size() && Seq::Size() >= Values::Size(), "wrong!");
return typename detail::modify_sequence_elements_by_ids_impl<Seq, Values, Ids>::type{};
}
#endif
template <typename Seq, typename Reduce, index_t Init>
__host__ __device__ constexpr index_t
reduce_on_sequence(Seq, Reduce f, Number<Init> /*initial_value*/)
{
index_t result = Init;
for(index_t i = 0; i < Seq::Size(); ++i)
{
result = f(result, Seq::At(i));
}
return result;
}
// TODO: a generic any_of for any container
template <typename Seq, typename F>
__host__ __device__ constexpr bool sequence_any_of(Seq, F f)
{
bool flag = false;
for(index_t i = 0; i < Seq::Size(); ++i)
{
flag = flag || f(Seq::At(i));
}
return flag;
}
// TODO: a generic all_of for any container
template <typename Seq, typename F>
__host__ __device__ constexpr bool sequence_all_of(Seq, F f)
{
bool flag = true;
for(index_t i = 0; i < Seq::Size(); ++i)
{
flag = flag && f(Seq::At(i));
}
return flag;
}
template <typename Sx, typename Sy>
using sequence_merge_t = typename sequence_merge<Sx, Sy>::type;
template <index_t NSize, index_t I>
using uniform_sequence_gen_t = typename uniform_sequence_gen<NSize, I>::type;
} // namespace ck
#if !defined(__HIPCC_RTC__) || !defined(CK_CODE_GEN_RTC)
template <ck::index_t... Is>
std::ostream& operator<<(std::ostream& os, const ck::Sequence<Is...>)
{
using S = ck::Sequence<Is...>;
os << "{";
ck::static_for<0, S::Size() - ck::Number<1>{}, 1>{}(
[&](auto i) { os << S::At(i).value << ", "; });
os << S::At(S::Size() - ck::Number<1>{}).value << "}";
return os;
}
#endif