additional plot, and short script to do a nonvectorized benchmark (like they...
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salijagic
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#!/bin/bash
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# milestone 10: find the best NON-vectorized scalar variant.
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# we compile each scalar (double, no-intrinsics) variant with vectorization
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# turned off (-fno-tree-vectorize -fno-tree-slp-vectorize) so -march=native
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# can't sneak SIMD in, then time them on a small input.
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#
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# small on purpose: N=500, 200 iters -> each build+run is a couple seconds.
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# compare T(n) [cycles] to pick the fastest. flops/cycle is printed too but
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# don't rank by it: the symmetry variants do half the work, so their
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# flops/cycle looks low even when the runtime is good.
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#
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# run from the repo root: bash scripts/test_novec.sh
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set -e
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CXX="${CXX:-$(command -v g++ || command -v clang++)}"
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N=500
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ITER=200
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NOVEC="-fno-tree-vectorize -fno-tree-slp-vectorize"
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FLAGS="-O3 -march=native -std=c++23 -flto $NOVEC -DBENCHMARK=1 -DFLOPCOUNT=0 -DRANDOM_SEED=0 -DROOFLINE=0"
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# variant:main_file . symmetry variants need main-symmetry.cpp (halved flop formula),
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# everything else uses main.cpp. only double, no-AVX variants here.
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CANDIDATES=(
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"baseline:main.cpp"
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"inlining_7:main.cpp"
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"inlining_8:main.cpp"
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"cutoff:main.cpp"
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"cutoff_callsite:main.cpp"
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"branchless:main.cpp"
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"branchless_sqrtfree:main.cpp"
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"lut_exp:main.cpp"
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"inlining_7_SoA:main.cpp"
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"inlining_7_symmetry_2:main-symmetry.cpp"
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"inlining_7_symmetry_2_ilp_2:main-symmetry.cpp"
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)
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echo "compiler: $CXX"
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echo "flags: $FLAGS"
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echo "input: N=$N ITER=$ITER"
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echo ""
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printf "%-34s %18s %14s\n" "variant" "cycles" "flops/cycle"
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printf "%-34s %18s %14s\n" "-------" "------" "-----------"
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for entry in "${CANDIDATES[@]}"; do
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v="${entry%%:*}"
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main="${entry##*:}"
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src="variants/variant_${v}.cpp"
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if [ ! -f "$src" ]; then
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printf "%-34s %18s\n" "$v" "(no source, skipped)"
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continue
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fi
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bin="novec_${v}"
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$CXX "$main" "$src" -o "$bin" $FLAGS 2>/dev/null
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out="$(./"$bin" "$N" "$ITER")"
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cyc="$(echo "$out" | grep 'T(n):' | grep -oE '[0-9.]+')"
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fpc="$(echo "$out" | grep 'P(n):' | grep -oE '[0-9.]+')"
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printf "%-34s %18s %14s\n" "$v" "$cyc" "$fpc"
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rm -f "$bin"
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done
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echo ""
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echo "lowest cycles = best non-vectorized variant. report that number for milestone 10."
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