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tenpercentclaude
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Optimize sequence_merge using direct concatenation for small cases
Replace linear recursive instantiation with direct pack expansion for 1-4 sequences, and binary tree reduction for larger cases. Before: O(N) depth for merging N sequences After: O(log N) depth with O(1) for up to 4 sequences This further reduces maximum nesting depth from 26 to 22 levels when combined with the previous sequence_gen optimization. Co-Authored-By: Claude <noreply@anthropic.com>
1 parent 94b9e4b commit 3d46680

2 files changed

Lines changed: 53 additions & 11 deletions

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include/ck/utility/sequence.hpp

Lines changed: 52 additions & 11 deletions
Original file line numberDiff line numberDiff line change
@@ -199,30 +199,71 @@ template <index_t N>
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using make_index_sequence =
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typename __make_integer_seq<impl::__integer_sequence, index_t, N>::seq_type;
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// merge sequence
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template <typename Seq, typename... Seqs>
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struct sequence_merge
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// merge sequence - optimized to avoid recursive instantiation
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namespace detail {
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// Helper to concatenate multiple sequences in one step using fold expression
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template <typename... Seqs>
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struct sequence_merge_impl;
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// Base case: single sequence
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template <index_t... Is>
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struct sequence_merge_impl<Sequence<Is...>>
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{
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using type = typename sequence_merge<Seq, typename sequence_merge<Seqs...>::type>::type;
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using type = Sequence<Is...>;
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};
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// Two sequences: direct concatenation
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template <index_t... Xs, index_t... Ys>
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struct sequence_merge<Sequence<Xs...>, Sequence<Ys...>>
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struct sequence_merge_impl<Sequence<Xs...>, Sequence<Ys...>>
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{
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using type = Sequence<Xs..., Ys...>;
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};
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template <typename Seq>
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struct sequence_merge<Seq>
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// Three sequences: direct concatenation (avoids one level of recursion)
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template <index_t... Xs, index_t... Ys, index_t... Zs>
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struct sequence_merge_impl<Sequence<Xs...>, Sequence<Ys...>, Sequence<Zs...>>
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{
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using type = Seq;
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using type = Sequence<Xs..., Ys..., Zs...>;
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};
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// Four sequences: direct concatenation
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template <index_t... As, index_t... Bs, index_t... Cs, index_t... Ds>
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struct sequence_merge_impl<Sequence<As...>, Sequence<Bs...>, Sequence<Cs...>, Sequence<Ds...>>
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{
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using type = Sequence<As..., Bs..., Cs..., Ds...>;
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};
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// General case: binary tree reduction (O(log N) depth instead of O(N))
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template <typename S1, typename S2, typename S3, typename S4, typename... Rest>
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struct sequence_merge_impl<S1, S2, S3, S4, Rest...>
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{
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// Merge pairs first, then recurse
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using left = typename sequence_merge_impl<S1, S2>::type;
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using right = typename sequence_merge_impl<S3, S4, Rest...>::type;
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using type = typename sequence_merge_impl<left, right>::type;
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};
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} // namespace detail
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template <typename... Seqs>
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struct sequence_merge
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{
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using type = typename detail::sequence_merge_impl<Seqs...>::type;
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};
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template <>
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struct sequence_merge<>
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{
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using type = Sequence<>;
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};
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// generate sequence - optimized using __make_integer_seq to avoid recursive instantiation
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namespace detail {
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// Helper that applies functor F to indices and produces a Sequence
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// __make_integer_seq<sequence_gen_helper, index_t, N> produces sequence_gen_helper<index_t, 0, 1, ..., N-1>
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// __make_integer_seq<sequence_gen_helper, index_t, N> produces sequence_gen_helper<index_t, 0, 1,
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// ..., N-1>
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template <typename T, T... Is>
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struct sequence_gen_helper
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{
@@ -236,8 +277,8 @@ struct sequence_gen_helper
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template <index_t NSize, typename F>
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struct sequence_gen
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{
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using type = typename __make_integer_seq<detail::sequence_gen_helper, index_t, NSize>::
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template apply<F>;
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using type =
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typename __make_integer_seq<detail::sequence_gen_helper, index_t, NSize>::template apply<F>;
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};
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template <typename F>

include/ck/utility/statically_indexed_array.hpp

Lines changed: 1 addition & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -20,6 +20,7 @@ struct tuple_concat<Tuple<Xs...>, Tuple<Ys...>>
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using type = Tuple<Xs..., Ys...>;
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};
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// StaticallyIndexedArrayImpl uses binary split for O(log N) depth
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template <typename T, index_t N>
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struct StaticallyIndexedArrayImpl
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{

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