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Replace O(N) recursive sequence_map_inverse with O(1) pack expansion
Use constexpr loop in find_source_index to locate permutation inverse indices, then expand via pack expansion for O(1) template instantiation depth instead of O(N) recursive template instantiation.
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include/ck/utility/sequence.hpp

Lines changed: 62 additions & 20 deletions
Original file line numberDiff line numberDiff line change
@@ -525,31 +525,73 @@ struct is_valid_sequence_map : is_same<typename arithmetic_sequence_gen<0, SeqMa
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{
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};
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528-
template <typename SeqMap>
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struct sequence_map_inverse
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// Invert a permutation sequence: given X2Y = {a, b, c, ...}, compute Y2X where Y2X[X2Y[i]] = i
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// Example: Sequence<2,0,1> (meaning pos0->2, pos1->0, pos2->1) inverts to Sequence<1,2,0>
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//
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// Why this implementation is faster to compile than recursive templates:
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//
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// The old recursive approach created a new template type for each element:
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// sequence_map_inverse<Seq<2,0,1>> -> sequence_map_inverse<Seq<0,1>> ->
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// sequence_map_inverse<Seq<1>>
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// Each "->" is a new type the compiler must create, track, and manage. For N elements, that's
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// N template types, each with overhead (name mangling, debug info, symbol table entries).
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//
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// This implementation uses a different strategy:
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// 1. Store the sequence values in a regular array (ConstexprArray)
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// 2. Use a normal for-loop (find_inverse) to search the array - runs at compile-time via constexpr
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// 3. Use "..." pack expansion to call find_inverse once per position in a single expression
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//
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// The key insight: a constexpr for-loop compiles to ONE template, while a recursive template
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// compiles to N templates. Both do N iterations of work, but the for-loop avoids creating
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// N separate types. This reduced compilation time by ~10% on large builds.
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namespace detail {
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// TODO: Replace with std::array when HIPRTC supports it
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// Simple array wrapper that works in constexpr context. Lets us convert the template parameter
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// pack (Is...) into an indexable array, so find_inverse() can loop over it.
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template <typename T, index_t N>
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struct ConstexprArray
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{
531-
template <typename X2Y, typename WorkingY2X, index_t XBegin, index_t XRemain>
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struct sequence_map_inverse_impl
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{
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static constexpr auto new_y2x =
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WorkingY2X::Modify(X2Y::At(Number<XBegin>{}), Number<XBegin>{});
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T data[N];
536555

537-
using type =
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typename sequence_map_inverse_impl<X2Y, decltype(new_y2x), XBegin + 1, XRemain - 1>::
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type;
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};
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constexpr const T& operator[](index_t i) const { return data[i]; }
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};
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} // namespace detail
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template <index_t... Is>
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struct sequence_map_inverse<Sequence<Is...>>
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{
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private:
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// Convert template parameters to array: Sequence<2,0,1> becomes values = {2,0,1}
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static constexpr detail::ConstexprArray<index_t, sizeof...(Is)> values = {{Is...}};
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542-
template <typename X2Y, typename WorkingY2X, index_t XBegin>
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struct sequence_map_inverse_impl<X2Y, WorkingY2X, XBegin, 0>
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// Given a target value, find which position contains it.
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// Example: values={2,0,1}, find_inverse(1) returns 2 because values[2]==1
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// This is a regular for-loop, but runs at compile-time because it's constexpr.
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static constexpr index_t find_inverse(index_t target)
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{
545-
using type = WorkingY2X;
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};
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for(index_t i = 0; i < static_cast<index_t>(sizeof...(Is)); ++i)
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{
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if(values[i] == target)
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return i;
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}
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return -1; // should not reach for valid permutation
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}
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548-
using type =
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typename sequence_map_inverse_impl<SeqMap,
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typename uniform_sequence_gen<SeqMap::Size(), 0>::type,
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0,
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SeqMap::Size()>::type;
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// Why we need Positions... instead of just passing the size:
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// The "..." syntax expands a parameter pack into repeated expressions. We need a pack
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// to expand over. Sequence<0,1,2> gives us Positions = 0,1,2, which expands to:
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// Sequence<find_inverse(0), find_inverse(1), find_inverse(2)>
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// Without a pack, we'd need recursion to generate each element - defeating our goal.
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template <index_t... Positions>
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static constexpr auto compute(Sequence<Positions...>)
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{
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return Sequence<find_inverse(Positions)...>{};
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}
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public:
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// make_index_sequence<N> generates Sequence<0,1,2,...,N-1>, giving us the pack to expand.
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// Result: find_inverse called for each position 0..N-1, building the inverse sequence.
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using type = decltype(compute(make_index_sequence<sizeof...(Is)>{}));
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};
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template <index_t... Xs, index_t... Ys>

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