FutilityValue formula tweak

Passed STC: LLR: 2.95 (-2.94,2.94) <0.00,2.00> Total: 29600 W: 7979 L: 7662 D: 13959 Ptnml(0-2): 138, 3446, 7324, 3745, 147 https://tests.stockfishchess.org/tests/view/67ac7dff52879dfd14d7e7da Passed LTC: LLR: 2.95 (-2.94,2.94) <0.50,2.50> Total: 49662 W: 12850 L: 12502 D: 24310 Ptnml(0-2): 41, 5354, 13689, 5710, 37 https://tests.stockfishchess.org/tests/view/67acc1b252879dfd14d7e81d closes https://github.com/official-stockfish/Stockfish/pull/5879 Bench: 2581469
Decrease lmr depth if static eval decreases a lot
2026-05-20 06:17:49 +00:00 · 2025-02-13 20:18:35 +01:00 · 2025-02-13 20:17:26 +01:00 · 2025-02-13 19:52:06 +01:00 · 2025-02-13 19:49:54 +01:00 · 2025-02-13 19:46:53 +01:00
78 changed files with 3610 additions and 1840 deletions
@@ -1,8 +1,8 @@
 {
  "config": [
    {
-      "name": "Ubuntu 20.04 GCC",
-      "os": "ubuntu-20.04",
+      "name": "Ubuntu 22.04 GCC",
+      "os": "ubuntu-22.04",
      "simple_name": "ubuntu",
      "compiler": "g++",
      "comp": "gcc",
@@ -111,7 +111,7 @@
    {
      "binaries": "x86-64-avxvnni",
      "config": {
-        "ubuntu-20.04": null
+        "ubuntu-22.04": null
      }
    },
    {
@@ -153,7 +153,7 @@
    {
      "binaries": "apple-silicon",
      "config": {
-        "os": "ubuntu-20.04"
+        "os": "ubuntu-22.04"
      }
    }
  ]
@@ -18,7 +18,7 @@ permissions:
 jobs:
  Clang-Format:
    name: Clang-Format
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-22.04
    steps:
      - uses: actions/checkout@v4
        with:
@@ -19,22 +19,22 @@ jobs:
        working-directory: Stockfish/src
        run: make -j build debug=yes

-      - name: Checkout fast-chess repo
+      - name: Checkout fastchess repo
        uses: actions/checkout@v4
        with:
-          repository: Disservin/fast-chess
-          path: fast-chess
-          ref: d54af1910d5479c669dc731f1f54f9108a251951
+          repository: Disservin/fastchess
+          path: fastchess
+          ref: 894616028492ae6114835195f14a899f6fa237d3
          persist-credentials: false

-      - name: fast-chess build
-        working-directory: fast-chess
+      - name: fastchess build
+        working-directory: fastchess
        run: make -j

      - name: Run games
-        working-directory: fast-chess
+        working-directory: fastchess
        run: |
-          ./fast-chess  -rounds 4 -games 2 -repeat -concurrency 4 -openings file=app/tests/data/openings.epd format=epd order=random -srand $RANDOM\
+          ./fastchess -rounds 4 -games 2 -repeat -concurrency 4 -openings file=app/tests/data/openings.epd format=epd order=random -srand $RANDOM\
               -engine name=sf1 cmd=/home/runner/work/Stockfish/Stockfish/Stockfish/src/stockfish\
               -engine name=sf2 cmd=/home/runner/work/Stockfish/Stockfish/Stockfish/src/stockfish\
               -ratinginterval 1 -report penta=true -each proto=uci tc=4+0.04 -log file=fast.log | tee fast.out
@@ -24,7 +24,7 @@ jobs:
        with:
          repository: vondele/matetrack
          path: matetrack
-          ref: 814160f82e6428ed2f6522dc06c2a6fa539cd413
+          ref: 4f8a80860ed8f3607f05a9195df8b40203bdc360
          persist-credentials: false

      - name: matetrack install deps
@@ -50,5 +50,22 @@ jobs:
      - name: Run matetrack
        working-directory: matetrack
        run: |
-          python matecheck.py  --syzygyPath 3-4-5-wdl/:3-4-5-dtz/ --engine /home/runner/work/Stockfish/Stockfish/Stockfish/src/stockfish --epdFile mates2000.epd --nodes 100000 | tee matecheckout.out
+          python matecheck.py --syzygyPath 3-4-5-wdl/:3-4-5-dtz/ --engine /home/runner/work/Stockfish/Stockfish/Stockfish/src/stockfish --epdFile mates2000.epd --nodes 100000 | tee matecheckout.out
          ! grep "issues were detected" matecheckout.out > /dev/null
+
+      - name: Run matetrack with --syzygy50MoveRule false
+        working-directory: matetrack
+        run: |
+          grep 5men cursed.epd > cursed5.epd
+          python matecheck.py --syzygyPath 3-4-5-wdl/:3-4-5-dtz/ --engine /home/runner/work/Stockfish/Stockfish/Stockfish/src/stockfish --epdFile cursed5.epd --nodes 100000 --syzygy50MoveRule false | tee matecheckcursed.out
+          ! grep "issues were detected" matecheckcursed.out > /dev/null
+
+      - name: Verify mate and TB win count for matecheckcursed.out
+        working-directory: matetrack
+        run: |
+          mates=$(grep "Found mates:" matecheckcursed.out | awk '{print $3}')
+          tbwins=$(grep "Found TB wins:" matecheckcursed.out | awk '{print $4}')
+          if [ $(($mates + $tbwins)) -ne 32 ]; then
+            echo "Sum of mates and TB wins is not 32 in matecheckcursed.out" >&2
+            exit 1
+          fi
@@ -21,19 +21,28 @@ jobs:
        sanitizers:
          - name: Run with thread sanitizer
            make_option: sanitize=thread
+            cxx_extra_flags: ""
            instrumented_option: sanitizer-thread
          - name: Run with UB sanitizer
            make_option: sanitize=undefined
+            cxx_extra_flags: ""
            instrumented_option: sanitizer-undefined
          - name: Run under valgrind
            make_option: ""
+            cxx_extra_flags: ""
            instrumented_option: valgrind
          - name: Run under valgrind-thread
            make_option: ""
+            cxx_extra_flags: ""
            instrumented_option: valgrind-thread
          - name: Run non-instrumented
            make_option: ""
+            cxx_extra_flags: ""
            instrumented_option: none
+          - name: Run with glibcxx assertions
+            make_option: ""
+            cxx_extra_flags: -D_GLIBCXX_ASSERTIONS
+            instrumented_option: non
    defaults:
      run:
        working-directory: src
@@ -72,7 +81,7 @@ jobs:

      - name: ${{ matrix.sanitizers.name }}
        run: |
-          export CXXFLAGS="-O1 -fno-inline"
+          export CXXFLAGS="-O1 -fno-inline ${{ matrix.sanitizers.cxx_extra_flags }}"
          make clean
          make -j4 ARCH=x86-64-sse41-popcnt ${{ matrix.sanitizers.make_option }} debug=yes optimize=no build > /dev/null
-          ../tests/instrumented.sh --${{ matrix.sanitizers.instrumented_option }}
+          python3 ../tests/instrumented.py --${{ matrix.sanitizers.instrumented_option }} ./stockfish
@@ -13,15 +13,15 @@ jobs:
      fail-fast: false
      matrix:
        config:
-          - name: Ubuntu 20.04 GCC
-            os: ubuntu-20.04
+          - name: Ubuntu 22.04 GCC
+            os: ubuntu-22.04
            compiler: g++
            comp: gcc
            run_32bit_tests: true
            run_64bit_tests: true
            shell: bash
-          - name: Ubuntu 20.04 Clang
-            os: ubuntu-20.04
+          - name: Ubuntu 22.04 Clang
+            os: ubuntu-22.04
            compiler: clang++
            comp: clang
            run_32bit_tests: true
@@ -139,11 +139,11 @@ jobs:
      - name: Build Docker container
        if: matrix.config.base_image
        run: |
-          docker buildx build --load -t sf_builder - << EOF
+          docker buildx build --platform ${{ matrix.config.platform }} --load -t sf_builder - << EOF
          FROM ${{ matrix.config.base_image }}
          WORKDIR /app
          RUN apk update && apk add make g++
-          CMD ["sh", "script.sh"]
+          CMD ["sh", "src/script.sh"]
          EOF

      - name: Download required macOS packages
@@ -176,7 +176,7 @@ jobs:
            $COMPCXX -v
          else
            echo "$COMPCXX -v" > script.sh
-            docker run --rm --platform ${{ matrix.config.platform }} -v ${{ github.workspace }}/src:/app sf_builder
+            docker run --rm --platform ${{ matrix.config.platform }} -v ${{ github.workspace }}:/app sf_builder
          fi

      - name: Test help target
@@ -342,8 +342,8 @@ jobs:
      - name: Test riscv64 build
        if: matrix.config.run_riscv64_tests
        run: |
-          echo "export LDFLAGS='-static' && make clean && make -j4 ARCH=riscv64 build" > script.sh
-          docker run --rm --platform ${{ matrix.config.platform }} -v ${{ github.workspace }}/src:/app sf_builder
+          echo "cd src && export LDFLAGS='-static' && make clean && make -j4 ARCH=riscv64 build" > script.sh
+          docker run --rm --platform ${{ matrix.config.platform }} -v ${{ github.workspace }}:/app sf_builder
          ../tests/signature.sh $benchref

      # ppc64 tests
@@ -351,8 +351,8 @@ jobs:
      - name: Test ppc64 build
        if: matrix.config.run_ppc64_tests
        run: |
-          echo "export LDFLAGS='-static' && make clean && make -j4 ARCH=ppc-64 build" > script.sh
-          docker run --rm --platform ${{ matrix.config.platform }} -v ${{ github.workspace }}/src:/app sf_builder
+          echo "cd src && export LDFLAGS='-static' && make clean && make -j4 ARCH=ppc-64 build" > script.sh
+          docker run --rm --platform ${{ matrix.config.platform }} -v ${{ github.workspace }}:/app sf_builder
          ../tests/signature.sh $benchref

      # Other tests
@@ -59,6 +59,7 @@ jobs:
          mv "${{ matrix.config.simple_name }} ${{ matrix.binaries }}" stockfish-workflow
          cd stockfish-workflow
          cp -r src ../stockfish/
+          cp -r scripts ../stockfish/
          cp stockfish-$NAME-$BINARY$EXT ../stockfish/
          cp "Top CPU Contributors.txt" ../stockfish/
          cp Copying.txt ../stockfish/
@@ -10,3 +10,8 @@ src/-lstdc++.res
 # Neural network for the NNUE evaluation
 **/*.nnue

+# Files generated by the instrumented tests
+tsan.supp
+__pycache__/
+tests/syzygy
+tests/bench_tmp.epd
@@ -45,7 +45,9 @@ Bruno de Melo Costa (BM123499)
 Bruno Pellanda (pellanda)
 Bryan Cross (crossbr)
 candirufish
+Carlos Esparza Sánchez (ces42)
 Chess13234
+Chris Bao (sscg13)
 Chris Cain (ceebo)
 Ciekce
 clefrks
@@ -123,10 +125,12 @@ jundery
 Justin Blanchard (UncombedCoconut)
 Kelly Wilson
 Ken Takusagawa
+Kenneth Lee (kennethlee33)
 Kian E (KJE-98)
 kinderchocolate
 Kiran Panditrao (Krgp)
 Kojirion
+Krisztián Peőcz
 Krystian Kuzniarek (kuzkry)
 Leonardo Ljubičić (ICCF World Champion)
 Leonid Pechenik (lp--)
@@ -143,6 +147,7 @@ Maciej Żenczykowski (zenczykowski)
 Malcolm Campbell (xoto10)
 Mark Tenzer (31m059)
 marotear
+Mathias Parnaudeau (mparnaudeau)
 Matt Ginsberg (mattginsberg)
 Matthew Lai (matthewlai)
 Matthew Sullivan (Matt14916)
@@ -176,6 +181,7 @@ Ofek Shochat (OfekShochat, ghostway)
 Ondrej Mosnáček (WOnder93)
 Ondřej Mišina (AndrovT)
 Oskar Werkelin Ahlin
+Ömer Faruk Tutkun (OmerFarukTutkun)
 Pablo Vazquez
 Panthee
 Pascal Romaret
@@ -237,6 +243,7 @@ Unai Corzo (unaiic)
 Uri Blass (uriblass)
 Vince Negri (cuddlestmonkey)
 Viren
+Wencey Wang
 windfishballad
 xefoci7612
 Xiang Wang (KatyushaScarlet)
@@ -49,7 +49,7 @@ further discussion._
 - Provide a clear and concise description of the changes in the pull request
  description.

-_First time contributors should add their name to [AUTHORS](../AUTHORS)._
+_First time contributors should add their name to [AUTHORS](./AUTHORS)._

 _Stockfish's development is not focused on adding new features. Thus any pull
 request introducing new features will potentially be closed without further
@@ -86,7 +86,6 @@ more details.

 Thank you for contributing to Stockfish and helping us make it even better!

-
 [copying-link]:           https://github.com/official-stockfish/Stockfish/blob/master/Copying.txt
 [discord-link]:           https://discord.gg/GWDRS3kU6R
 [discussions-link]:       https://github.com/official-stockfish/Stockfish/discussions/new
@@ -97,7 +97,7 @@ descriptions. An example suitable for most Intel and AMD chips:

 ```
 cd src
-make -j profile-build ARCH=x86-64-avx2
+make -j profile-build
 ```

 Detailed compilation instructions for all platforms can be found in our
@@ -120,6 +120,11 @@ where the source code can be found) to generate the exact binary you are
 distributing. If you make any changes to the source code, these changes must
 also be made available under GPL v3.

+## Acknowledgements
+
+Stockfish uses neural networks trained on [data provided by the Leela Chess Zero
+project][lc0-data-link], which is made available under the [Open Database License][odbl-link] (ODbL).
+

 [authors-link]:       https://github.com/official-stockfish/Stockfish/blob/master/AUTHORS
 [build-link]:         https://github.com/official-stockfish/Stockfish/actions/workflows/stockfish.yml
@@ -144,6 +149,8 @@ also be made available under GPL v3.
 [wiki-uci-link]:      https://github.com/official-stockfish/Stockfish/wiki/UCI-&-Commands
 [wiki-usage-link]:    https://github.com/official-stockfish/Stockfish/wiki/Download-and-usage
 [worker-link]:        https://github.com/official-stockfish/fishtest/wiki/Running-the-worker
+[lc0-data-link]:      https://storage.lczero.org/files/training_data
+[odbl-link]:          https://opendatacommons.org/licenses/odbl/odbl-10.txt

 [build-badge]:        https://img.shields.io/github/actions/workflow/status/official-stockfish/Stockfish/stockfish.yml?branch=master&style=for-the-badge&label=stockfish&logo=github
 [commits-badge]:      https://img.shields.io/github/commits-since/official-stockfish/Stockfish/latest?style=for-the-badge
@@ -0,0 +1 @@
+*.sh text eol=lf
@@ -26,6 +26,17 @@ check_znver_1_2() {
  [ "$vendor_id" = "AuthenticAMD" ] && [ "$cpu_family" = "23" ] && znver_1_2=true
 }

+# Set the file CPU loongarch64 architecture
+set_arch_loongarch64() {
+  if check_flags 'lasx'; then
+    true_arch='loongarch64-lasx'
+  elif check_flags 'lsx'; then
+    true_arch='lonngarch64-lsx'
+  else
+    true_arch='loongarch64'
+  fi
+}
+
 # Set the file CPU x86_64 architecture
 set_arch_x86_64() {
  if check_flags 'avx512vnni' 'avx512dq' 'avx512f' 'avx512bw' 'avx512vl'; then
@@ -43,6 +54,20 @@ set_arch_x86_64() {
  fi
 }

+set_arch_ppc_64() {
+  if $(grep -q -w "altivec" /proc/cpuinfo); then
+    power=$(grep -oP -m 1 'cpu\t+: POWER\K\d+' /proc/cpuinfo)
+    if [ "0$power" -gt 7 ]; then
+      # VSX started with POWER8
+      true_arch='ppc-64-vsx'
+    else
+      true_arch='ppc-64-altivec'
+    fi
+  else
+    true_arch='ppc-64'
+  fi
+}
+
 # Check the system type
 uname_s=$(uname -s)
 uname_m=$(uname -m)
@@ -51,7 +76,7 @@ case $uname_s in
    case $uname_m in
      'arm64')
        true_arch='apple-silicon'
-        file_arch='x86-64-sse41-popcnt' # Supported by Rosetta 2
+        file_arch='m1-apple-silicon'
        ;;
      'x86_64')
        flags=$(sysctl -n machdep.cpu.features machdep.cpu.leaf7_features | tr '\n' ' ' | tr '[:upper:]' '[:lower:]' | tr -d '_.')
@@ -76,6 +101,10 @@ case $uname_s in
        file_os='ubuntu'
        true_arch='x86-32'
        ;;
+      'ppc64'*)
+        file_os='ubuntu'
+        set_arch_ppc_64
+        ;;
      'aarch64')
        file_os='android'
        true_arch='armv8'
@@ -90,6 +119,10 @@ case $uname_s in
          true_arch="$true_arch-neon"
        fi
        ;;
+      'loongarch64'*)
+        file_os='linux'
+        set_arch_loongarch64
+        ;;
      *) # Unsupported machine type, exit with error
        printf 'Unsupported machine type: %s\n' "$uname_m"
        exit 1
@@ -0,0 +1,75 @@
+#!/bin/sh
+
+wget_or_curl=$( (command -v wget > /dev/null 2>&1 && echo "wget -qO-") || \
+                (command -v curl > /dev/null 2>&1 && echo "curl -skL"))
+
+if [ -z "$wget_or_curl" ]; then
+  >&2 printf "%s\n" "Neither wget or curl is installed." \
+	         "Install one of these tools to download NNUE files automatically."
+  exit 1
+fi
+
+sha256sum=$( (command -v shasum > /dev/null 2>&1 && echo "shasum -a 256") || \
+             (command -v sha256sum > /dev/null 2>&1 && echo "sha256sum"))
+
+if [ -z "$sha256sum" ]; then
+  >&2 echo "sha256sum not found, NNUE files will be assumed valid."
+fi
+
+get_nnue_filename() {
+  grep "$1" evaluate.h | grep "#define" | sed "s/.*\(nn-[a-z0-9]\{12\}.nnue\).*/\1/"
+}
+
+validate_network() {
+  # If no sha256sum command is available, assume the file is always valid.
+  if [ -n "$sha256sum" ] && [ -f "$1" ]; then
+    if [ "$1" != "nn-$($sha256sum "$1" | cut -c 1-12).nnue" ]; then
+      rm -f "$1"
+      return 1
+    fi
+  fi
+}
+
+fetch_network() {
+  _filename="$(get_nnue_filename "$1")"
+
+  if [ -z "$_filename" ]; then
+    >&2 echo "NNUE file name not found for: $1"
+    return 1
+  fi
+
+  if [ -f "$_filename" ]; then
+    if validate_network "$_filename"; then
+      echo "Existing $_filename validated, skipping download"
+      return
+    else
+      echo "Removing invalid NNUE file: $_filename"
+    fi
+  fi
+
+  for url in \
+    "https://tests.stockfishchess.org/api/nn/$_filename" \
+    "https://github.com/official-stockfish/networks/raw/master/$_filename"; do
+    echo "Downloading from $url ..."
+    if $wget_or_curl "$url" > "$_filename"; then
+      if validate_network "$_filename"; then
+        echo "Successfully validated $_filename"
+      else
+        echo "Downloaded $_filename is invalid"
+        continue
+      fi
+    else
+      echo "Failed to download from $url"
+    fi
+    if [ -f "$_filename" ]; then
+      return
+    fi
+  done
+
+  # Download was not successful in the loop, return false.
+  >&2 echo "Failed to download $_filename"
+  return 1
+}
+
+fetch_network EvalFileDefaultNameBig && \
+fetch_network EvalFileDefaultNameSmall
@@ -1,5 +1,5 @@
 # Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-# Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+# Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)
 #
 # Stockfish is free software: you can redistribute it and/or modify
 # it under the terms of the GNU General Public License as published by
@@ -57,7 +57,7 @@ SRCS = benchmark.cpp bitboard.cpp evaluate.cpp main.cpp \
 	search.cpp thread.cpp timeman.cpp tt.cpp uci.cpp ucioption.cpp tune.cpp syzygy/tbprobe.cpp \
 	nnue/nnue_misc.cpp nnue/features/half_ka_v2_hm.cpp nnue/network.cpp engine.cpp score.cpp memory.cpp

-HEADERS = benchmark.h bitboard.h evaluate.h misc.h movegen.h movepick.h \
+HEADERS = benchmark.h bitboard.h evaluate.h misc.h movegen.h movepick.h history.h \
 		nnue/nnue_misc.h nnue/features/half_ka_v2_hm.h nnue/layers/affine_transform.h \
 		nnue/layers/affine_transform_sparse_input.h nnue/layers/clipped_relu.h nnue/layers/simd.h \
 		nnue/layers/sqr_clipped_relu.h nnue/nnue_accumulator.h nnue/nnue_architecture.h \
@@ -98,8 +98,12 @@ VPATH = syzygy:nnue:nnue/features
 # avx512 = yes/no     --- -mavx512bw         --- Use Intel Advanced Vector Extensions 512
 # vnni256 = yes/no    --- -mavx256vnni       --- Use Intel Vector Neural Network Instructions 512 with 256bit operands
 # vnni512 = yes/no    --- -mavx512vnni       --- Use Intel Vector Neural Network Instructions 512
+# altivec = yes/no    --- -maltivec          --- Use PowerPC Altivec SIMD extension
+# vsx = yes/no        --- -mvsx              --- Use POWER VSX SIMD extension
 # neon = yes/no       --- -DUSE_NEON         --- Use ARM SIMD architecture
 # dotprod = yes/no    --- -DUSE_NEON_DOTPROD --- Use ARM advanced SIMD Int8 dot product instructions
+# lsx = yes/no        --- -mlsx              --- Use Loongson SIMD eXtension
+# lasx = yes/no       --- -mlasx             --- use Loongson Advanced SIMD eXtension
 #
 # Note that Makefile is space sensitive, so when adding new architectures
 # or modifying existing flags, you have to make sure there are no extra spaces
@@ -124,8 +128,9 @@ endif
 ifeq ($(ARCH), $(filter $(ARCH), \
                 x86-64-vnni512 x86-64-vnni256 x86-64-avx512 x86-64-avxvnni x86-64-bmi2 \
                 x86-64-avx2 x86-64-sse41-popcnt x86-64-modern x86-64-ssse3 x86-64-sse3-popcnt \
-                 x86-64 x86-32-sse41-popcnt x86-32-sse2 x86-32 ppc-64 ppc-32 e2k \
-                 armv7 armv7-neon armv8 armv8-dotprod apple-silicon general-64 general-32 riscv64 loongarch64))
+                 x86-64 x86-32-sse41-popcnt x86-32-sse2 x86-32 ppc-64 ppc-64-altivec ppc-64-vsx ppc-32 e2k \
+                 armv7 armv7-neon armv8 armv8-dotprod apple-silicon general-64 general-32 riscv64 \
+                 loongarch64 loongarch64-lsx loongarch64-lasx))
   SUPPORTED_ARCH=true
 else
   SUPPORTED_ARCH=false
@@ -148,9 +153,13 @@ avxvnni = no
 avx512 = no
 vnni256 = no
 vnni512 = no
+altivec = no
+vsx = no
 neon = no
 dotprod = no
 arm_version = 0
+lsx = no
+lasx = no
 STRIP = strip

 ifneq ($(shell which clang-format-18 2> /dev/null),)
@@ -355,6 +364,20 @@ ifeq ($(ARCH),ppc-64)
 	prefetch = yes
 endif

+ifeq ($(ARCH),ppc-64-altivec)
+	arch = ppc64
+	popcnt = yes
+	prefetch = yes
+	altivec = yes
+endif
+
+ifeq ($(ARCH),ppc-64-vsx)
+	arch = ppc64
+	popcnt = yes
+	prefetch = yes
+	vsx = yes
+endif
+
 ifeq ($(findstring e2k,$(ARCH)),e2k)
 	arch = e2k
 	mmx = yes
@@ -370,8 +393,19 @@ ifeq ($(ARCH),riscv64)
 	arch = riscv64
 endif

-ifeq ($(ARCH),loongarch64)
+ifeq ($(findstring loongarch64,$(ARCH)),loongarch64)
 	arch = loongarch64
+	prefetch = yes
+
+ifeq ($(findstring -lasx,$(ARCH)),-lasx)
+	lsx = yes
+	lasx = yes
+endif
+
+ifeq ($(findstring -lsx,$(ARCH)),-lsx)
+	lsx = yes
+endif
+
 endif
 endif

@@ -408,7 +442,7 @@ ifeq ($(COMP),gcc)
 		ifeq ($(ARCH),riscv64)
 			CXXFLAGS += -latomic
 		endif
-	else ifeq ($(ARCH),loongarch64)
+	else ifeq ($(arch),loongarch64)
 		CXXFLAGS += -latomic
 	else
 		CXXFLAGS += -m$(bits)
@@ -480,7 +514,7 @@ ifeq ($(COMP),clang)
 		ifeq ($(ARCH),riscv64)
 			CXXFLAGS += -latomic
 		endif
-	else ifeq ($(ARCH),loongarch64)
+	else ifeq ($(arch),loongarch64)
 		CXXFLAGS += -latomic
 	else
 		CXXFLAGS += -m$(bits)
@@ -634,7 +668,7 @@ else
 endif

 ifeq ($(popcnt),yes)
-	ifeq ($(arch),$(filter $(arch),ppc64 armv7 armv8 arm64))
+	ifeq ($(arch),$(filter $(arch),ppc64 ppc64-altivec ppc64-vsx armv7 armv8 arm64))
 		CXXFLAGS += -DUSE_POPCNT
 	else
 		CXXFLAGS += -msse3 -mpopcnt -DUSE_POPCNT
@@ -704,6 +738,20 @@ ifeq ($(mmx),yes)
 	endif
 endif

+ifeq ($(altivec),yes)
+	CXXFLAGS += -maltivec
+	ifeq ($(COMP),gcc)
+		CXXFLAGS += -mabi=altivec
+	endif
+endif
+
+ifeq ($(vsx),yes)
+	CXXFLAGS += -mvsx
+	ifeq ($(COMP),gcc)
+		CXXFLAGS += -DNO_WARN_X86_INTRINSICS -DUSE_SSE2
+	endif
+endif
+
 ifeq ($(neon),yes)
 	CXXFLAGS += -DUSE_NEON=$(arm_version)
 	ifeq ($(KERNEL),Linux)
@@ -719,6 +767,18 @@ ifeq ($(dotprod),yes)
 	CXXFLAGS += -march=armv8.2-a+dotprod -DUSE_NEON_DOTPROD
 endif

+ifeq ($(lasx),yes)
+	ifeq ($(comp),$(filter $(comp),gcc clang mingw icx))
+		CXXFLAGS += -mlasx
+	endif
+endif
+
+ifeq ($(lsx),yes)
+	ifeq ($(comp),$(filter $(comp),gcc clang mingw icx))
+		CXXFLAGS += -mlsx
+	endif
+endif
+
 ### 3.7 pext
 ifeq ($(pext),yes)
 	CXXFLAGS += -DUSE_PEXT
@@ -791,71 +851,75 @@ endif
 ### ==========================================================================

 help:
-	@echo ""
-	@echo "To compile stockfish, type: "
-	@echo ""
-	@echo "make -j target [ARCH=arch] [COMP=compiler] [COMPCXX=cxx]"
-	@echo ""
-	@echo "Supported targets:"
-	@echo ""
-	@echo "help                    > Display architecture details"
-	@echo "profile-build           > standard build with profile-guided optimization"
-	@echo "build                   > skip profile-guided optimization"
-	@echo "net                     > Download the default nnue nets"
-	@echo "strip                   > Strip executable"
-	@echo "install                 > Install executable"
-	@echo "clean                   > Clean up"
-	@echo ""
-	@echo "Supported archs:"
-	@echo ""
-	@echo "native                  > select the best architecture for the host processor (default)"
-	@echo "x86-64-vnni512          > x86 64-bit with vnni 512bit support"
-	@echo "x86-64-vnni256          > x86 64-bit with vnni 512bit support, limit operands to 256bit wide"
-	@echo "x86-64-avx512           > x86 64-bit with avx512 support"
-	@echo "x86-64-avxvnni          > x86 64-bit with vnni 256bit support"
-	@echo "x86-64-bmi2             > x86 64-bit with bmi2 support"
-	@echo "x86-64-avx2             > x86 64-bit with avx2 support"
-	@echo "x86-64-sse41-popcnt     > x86 64-bit with sse41 and popcnt support"
-	@echo "x86-64-modern           > deprecated, currently x86-64-sse41-popcnt"
-	@echo "x86-64-ssse3            > x86 64-bit with ssse3 support"
-	@echo "x86-64-sse3-popcnt      > x86 64-bit with sse3 compile and popcnt support"
-	@echo "x86-64                  > x86 64-bit generic (with sse2 support)"
-	@echo "x86-32-sse41-popcnt     > x86 32-bit with sse41 and popcnt support"
-	@echo "x86-32-sse2             > x86 32-bit with sse2 support"
-	@echo "x86-32                  > x86 32-bit generic (with mmx compile support)"
-	@echo "ppc-64                  > PPC 64-bit"
-	@echo "ppc-32                  > PPC 32-bit"
-	@echo "armv7                   > ARMv7 32-bit"
-	@echo "armv7-neon              > ARMv7 32-bit with popcnt and neon"
-	@echo "armv8                   > ARMv8 64-bit with popcnt and neon"
-	@echo "armv8-dotprod           > ARMv8 64-bit with popcnt, neon and dot product support"
-	@echo "e2k                     > Elbrus 2000"
-	@echo "apple-silicon           > Apple silicon ARM64"
-	@echo "general-64              > unspecified 64-bit"
-	@echo "general-32              > unspecified 32-bit"
-	@echo "riscv64                 > RISC-V 64-bit"
-	@echo "loongarch64             > LoongArch 64-bit"
-	@echo ""
-	@echo "Supported compilers:"
-	@echo ""
-	@echo "gcc                     > GNU compiler (default)"
-	@echo "mingw                   > GNU compiler with MinGW under Windows"
-	@echo "clang                   > LLVM Clang compiler"
-	@echo "icx                     > Intel oneAPI DPC++/C++ Compiler"
-	@echo "ndk                     > Google NDK to cross-compile for Android"
-	@echo ""
-	@echo "Simple examples. If you don't know what to do, you likely want to run one of: "
-	@echo ""
-	@echo "make -j profile-build ARCH=x86-64-avx2    # typically a fast compile for common systems "
-	@echo "make -j profile-build ARCH=x86-64-sse41-popcnt  # A more portable compile for 64-bit systems "
-	@echo "make -j profile-build ARCH=x86-64         # A portable compile for 64-bit systems "
-	@echo ""
-	@echo "Advanced examples, for experienced users: "
-	@echo ""
-	@echo "make -j profile-build ARCH=x86-64-avxvnni"
-	@echo "make -j profile-build ARCH=x86-64-avxvnni COMP=gcc COMPCXX=g++-12.0"
-	@echo "make -j build ARCH=x86-64-ssse3 COMP=clang"
-	@echo ""
+	@echo "" && \
+	echo "To compile stockfish, type: " && \
+	echo "" && \
+	echo "make -j target [ARCH=arch] [COMP=compiler] [COMPCXX=cxx]" && \
+	echo "" && \
+	echo "Supported targets:" && \
+	echo "" && \
+	echo "help                    > Display architecture details" && \
+	echo "profile-build           > standard build with profile-guided optimization" && \
+	echo "build                   > skip profile-guided optimization" && \
+	echo "net                     > Download the default nnue nets" && \
+	echo "strip                   > Strip executable" && \
+	echo "install                 > Install executable" && \
+	echo "clean                   > Clean up" && \
+	echo "" && \
+	echo "Supported archs:" && \
+	echo "" && \
+	echo "native                  > select the best architecture for the host processor (default)" && \
+	echo "x86-64-vnni512          > x86 64-bit with vnni 512bit support" && \
+	echo "x86-64-vnni256          > x86 64-bit with vnni 512bit support, limit operands to 256bit wide" && \
+	echo "x86-64-avx512           > x86 64-bit with avx512 support" && \
+	echo "x86-64-avxvnni          > x86 64-bit with vnni 256bit support" && \
+	echo "x86-64-bmi2             > x86 64-bit with bmi2 support" && \
+	echo "x86-64-avx2             > x86 64-bit with avx2 support" && \
+	echo "x86-64-sse41-popcnt     > x86 64-bit with sse41 and popcnt support" && \
+	echo "x86-64-modern           > deprecated, currently x86-64-sse41-popcnt" && \
+	echo "x86-64-ssse3            > x86 64-bit with ssse3 support" && \
+	echo "x86-64-sse3-popcnt      > x86 64-bit with sse3 compile and popcnt support" && \
+	echo "x86-64                  > x86 64-bit generic (with sse2 support)" && \
+	echo "x86-32-sse41-popcnt     > x86 32-bit with sse41 and popcnt support" && \
+	echo "x86-32-sse2             > x86 32-bit with sse2 support" && \
+	echo "x86-32                  > x86 32-bit generic (with mmx compile support)" && \
+	echo "ppc-64                  > PPC 64-bit" && \
+	echo "ppc-64-altivec          > PPC 64-bit with altivec support" && \
+	echo "ppc-64-vsx              > PPC 64-bit with vsx support" && \
+	echo "ppc-32                  > PPC 32-bit" && \
+	echo "armv7                   > ARMv7 32-bit" && \
+	echo "armv7-neon              > ARMv7 32-bit with popcnt and neon" && \
+	echo "armv8                   > ARMv8 64-bit with popcnt and neon" && \
+	echo "armv8-dotprod           > ARMv8 64-bit with popcnt, neon and dot product support" && \
+	echo "e2k                     > Elbrus 2000" && \
+	echo "apple-silicon           > Apple silicon ARM64" && \
+	echo "general-64              > unspecified 64-bit" && \
+	echo "general-32              > unspecified 32-bit" && \
+	echo "riscv64                 > RISC-V 64-bit" && \
+	echo "loongarch64             > LoongArch 64-bit" && \
+	echo "loongarch64-lsx         > LoongArch 64-bit with SIMD eXtension" && \
+	echo "loongarch64-lasx        > LoongArch 64-bit with Advanced SIMD eXtension" && \
+	echo "" && \
+	echo "Supported compilers:" && \
+	echo "" && \
+	echo "gcc                     > GNU compiler (default)" && \
+	echo "mingw                   > GNU compiler with MinGW under Windows" && \
+	echo "clang                   > LLVM Clang compiler" && \
+	echo "icx                     > Intel oneAPI DPC++/C++ Compiler" && \
+	echo "ndk                     > Google NDK to cross-compile for Android" && \
+	echo "" && \
+	echo "Simple examples. If you don't know what to do, you likely want to run one of: " && \
+	echo "" && \
+	echo "make -j profile-build ARCH=x86-64-avx2    # typically a fast compile for common systems " && \
+	echo "make -j profile-build ARCH=x86-64-sse41-popcnt  # A more portable compile for 64-bit systems " && \
+	echo "make -j profile-build ARCH=x86-64         # A portable compile for 64-bit systems " && \
+	echo "" && \
+	echo "Advanced examples, for experienced users: " && \
+	echo "" && \
+	echo "make -j profile-build ARCH=x86-64-avxvnni" && \
+	echo "make -j profile-build ARCH=x86-64-avxvnni COMP=gcc COMPCXX=g++-12.0" && \
+	echo "make -j build ARCH=x86-64-ssse3 COMP=clang" && \
+	echo ""
 ifneq ($(SUPPORTED_ARCH), true)
 	@echo "Specify a supported architecture with the ARCH option for more details"
 	@echo ""
@@ -917,59 +981,9 @@ profileclean:
 	@rm -f stockfish.res
 	@rm -f ./-lstdc++.res

-define fetch_network
-	@echo "Default net: $(nnuenet)"
-	@if [ "x$(curl_or_wget)" = "x" ]; then \
-		echo "Neither curl nor wget is installed. Install one of these tools unless the net has been downloaded manually"; \
-	fi
-	@if [ "x$(shasum_command)" = "x" ]; then \
-		echo "shasum / sha256sum not found, skipping net validation"; \
-	elif test -f "$(nnuenet)"; then \
-		if [ "$(nnuenet)" != "nn-"`$(shasum_command) $(nnuenet) | cut -c1-12`".nnue" ]; then \
-			echo "Removing invalid network"; rm -f $(nnuenet); \
-		fi; \
-	fi;
-	@for nnuedownloadurl in "$(nnuedownloadurl1)" "$(nnuedownloadurl2)"; do \
-		if test -f "$(nnuenet)"; then \
-			echo "$(nnuenet) available : OK"; break; \
-		else \
-			if [ "x$(curl_or_wget)" != "x" ]; then \
-				echo "Downloading $${nnuedownloadurl}"; $(curl_or_wget) $${nnuedownloadurl} > $(nnuenet);\
-			else \
-				echo "No net found and download not possible"; exit 1;\
-			fi; \
-		fi; \
-		if [ "x$(shasum_command)" != "x" ]; then \
-			if [ "$(nnuenet)" != "nn-"`$(shasum_command) $(nnuenet) | cut -c1-12`".nnue" ]; then \
-				echo "Removing failed download"; rm -f $(nnuenet); \
-			fi; \
-		fi; \
-	done
-	@if ! test -f "$(nnuenet)"; then \
-		echo "Failed to download $(nnuenet)."; \
-	fi;
-	@if [ "x$(shasum_command)" != "x" ]; then \
-		if [ "$(nnuenet)" = "nn-"`$(shasum_command) $(nnuenet) | cut -c1-12`".nnue" ]; then \
-			echo "Network validated"; break; \
-		fi; \
-	fi;
-endef
-
-# set up shell variables for the net stuff
-define netvariables
-$(eval nnuenet := $(shell grep $(1) evaluate.h | grep define | sed 's/.*\(nn-[a-z0-9]\{12\}.nnue\).*/\1/'))
-$(eval nnuedownloadurl1 := https://tests.stockfishchess.org/api/nn/$(nnuenet))
-$(eval nnuedownloadurl2 := https://github.com/official-stockfish/networks/raw/master/$(nnuenet))
-$(eval curl_or_wget := $(shell if hash curl 2>/dev/null; then echo "curl -skL"; elif hash wget 2>/dev/null; then echo "wget -qO-"; fi))
-$(eval shasum_command := $(shell if hash shasum 2>/dev/null; then echo "shasum -a 256 "; elif hash sha256sum 2>/dev/null; then echo "sha256sum "; fi))
-endef
-
 # evaluation network (nnue)
 net:
-	$(call netvariables, EvalFileDefaultNameBig)
-	$(call fetch_network)
-	$(call netvariables, EvalFileDefaultNameSmall)
-	$(call fetch_network)
+	@$(SHELL) ../scripts/net.sh

 format:
 	$(CLANG-FORMAT) -i $(SRCS) $(HEADERS) -style=file
@@ -986,61 +1000,71 @@ all: $(EXE) .depend

 config-sanity: net
 	@echo ""
-	@echo "Config:"
-	@echo "debug: '$(debug)'"
-	@echo "sanitize: '$(sanitize)'"
-	@echo "optimize: '$(optimize)'"
-	@echo "arch: '$(arch)'"
-	@echo "bits: '$(bits)'"
-	@echo "kernel: '$(KERNEL)'"
-	@echo "os: '$(OS)'"
-	@echo "prefetch: '$(prefetch)'"
-	@echo "popcnt: '$(popcnt)'"
-	@echo "pext: '$(pext)'"
-	@echo "sse: '$(sse)'"
-	@echo "mmx: '$(mmx)'"
-	@echo "sse2: '$(sse2)'"
-	@echo "ssse3: '$(ssse3)'"
-	@echo "sse41: '$(sse41)'"
-	@echo "avx2: '$(avx2)'"
-	@echo "avxvnni: '$(avxvnni)'"
-	@echo "avx512: '$(avx512)'"
-	@echo "vnni256: '$(vnni256)'"
-	@echo "vnni512: '$(vnni512)'"
-	@echo "neon: '$(neon)'"
-	@echo "dotprod: '$(dotprod)'"
-	@echo "arm_version: '$(arm_version)'"
-	@echo "target_windows: '$(target_windows)'"
-	@echo ""
-	@echo "Flags:"
-	@echo "CXX: $(CXX)"
-	@echo "CXXFLAGS: $(CXXFLAGS)"
-	@echo "LDFLAGS: $(LDFLAGS)"
-	@echo ""
-	@echo "Testing config sanity. If this fails, try 'make help' ..."
-	@echo ""
-	@test "$(debug)" = "yes" || test "$(debug)" = "no"
-	@test "$(optimize)" = "yes" || test "$(optimize)" = "no"
-	@test "$(SUPPORTED_ARCH)" = "true"
-	@test "$(arch)" = "any" || test "$(arch)" = "x86_64" || test "$(arch)" = "i386" || \
+	@echo "Config:" && \
+	echo "debug: '$(debug)'" && \
+	echo "sanitize: '$(sanitize)'" && \
+	echo "optimize: '$(optimize)'" && \
+	echo "arch: '$(arch)'" && \
+	echo "bits: '$(bits)'" && \
+	echo "kernel: '$(KERNEL)'" && \
+	echo "os: '$(OS)'" && \
+	echo "prefetch: '$(prefetch)'" && \
+	echo "popcnt: '$(popcnt)'" && \
+	echo "pext: '$(pext)'" && \
+	echo "sse: '$(sse)'" && \
+	echo "mmx: '$(mmx)'" && \
+	echo "sse2: '$(sse2)'" && \
+	echo "ssse3: '$(ssse3)'" && \
+	echo "sse41: '$(sse41)'" && \
+	echo "avx2: '$(avx2)'" && \
+	echo "avxvnni: '$(avxvnni)'" && \
+	echo "avx512: '$(avx512)'" && \
+	echo "vnni256: '$(vnni256)'" && \
+	echo "vnni512: '$(vnni512)'" && \
+	echo "altivec: '$(altivec)'" && \
+	echo "vsx: '$(vsx)'" && \
+	echo "neon: '$(neon)'" && \
+	echo "dotprod: '$(dotprod)'" && \
+	echo "arm_version: '$(arm_version)'" && \
+	echo "lsx: '$(lsx)'" && \
+	echo "lasx: '$(lasx)'" && \
+	echo "target_windows: '$(target_windows)'" && \
+	echo "" && \
+	echo "Flags:" && \
+	echo "CXX: $(CXX)" && \
+	echo "CXXFLAGS: $(CXXFLAGS)" && \
+	echo "LDFLAGS: $(LDFLAGS)" && \
+	echo "" && \
+	echo "Testing config sanity. If this fails, try 'make help' ..." && \
+	echo "" && \
+	(test "$(debug)" = "yes" || test "$(debug)" = "no") && \
+	(test "$(optimize)" = "yes" || test "$(optimize)" = "no") && \
+	(test "$(SUPPORTED_ARCH)" = "true") && \
+	(test "$(arch)" = "any" || test "$(arch)" = "x86_64" || test "$(arch)" = "i386" || \
 	 test "$(arch)" = "ppc64" || test "$(arch)" = "ppc" || test "$(arch)" = "e2k" || \
-	 test "$(arch)" = "armv7" || test "$(arch)" = "armv8" || test "$(arch)" = "arm64" || test "$(arch)" = "riscv64" || test "$(arch)" = "loongarch64"
-	@test "$(bits)" = "32" || test "$(bits)" = "64"
-	@test "$(prefetch)" = "yes" || test "$(prefetch)" = "no"
-	@test "$(popcnt)" = "yes" || test "$(popcnt)" = "no"
-	@test "$(pext)" = "yes" || test "$(pext)" = "no"
-	@test "$(sse)" = "yes" || test "$(sse)" = "no"
-	@test "$(mmx)" = "yes" || test "$(mmx)" = "no"
-	@test "$(sse2)" = "yes" || test "$(sse2)" = "no"
-	@test "$(ssse3)" = "yes" || test "$(ssse3)" = "no"
-	@test "$(sse41)" = "yes" || test "$(sse41)" = "no"
-	@test "$(avx2)" = "yes" || test "$(avx2)" = "no"
-	@test "$(avx512)" = "yes" || test "$(avx512)" = "no"
-	@test "$(vnni256)" = "yes" || test "$(vnni256)" = "no"
-	@test "$(vnni512)" = "yes" || test "$(vnni512)" = "no"
-	@test "$(neon)" = "yes" || test "$(neon)" = "no"
-	@test "$(comp)" = "gcc" || test "$(comp)" = "icx" || test "$(comp)" = "mingw" || test "$(comp)" = "clang" \
-	|| test "$(comp)" = "armv7a-linux-androideabi16-clang"  || test "$(comp)" = "aarch64-linux-android21-clang"
+	 test "$(arch)" = "armv7" || test "$(arch)" = "armv8" || test "$(arch)" = "arm64" || \
+	 test "$(arch)" = "riscv64" || test "$(arch)" = "loongarch64") && \
+	(test "$(bits)" = "32" || test "$(bits)" = "64") && \
+	(test "$(prefetch)" = "yes" || test "$(prefetch)" = "no") && \
+	(test "$(popcnt)" = "yes" || test "$(popcnt)" = "no") && \
+	(test "$(pext)" = "yes" || test "$(pext)" = "no") && \
+	(test "$(sse)" = "yes" || test "$(sse)" = "no") && \
+	(test "$(mmx)" = "yes" || test "$(mmx)" = "no") && \
+	(test "$(sse2)" = "yes" || test "$(sse2)" = "no") && \
+	(test "$(ssse3)" = "yes" || test "$(ssse3)" = "no") && \
+	(test "$(sse41)" = "yes" || test "$(sse41)" = "no") && \
+	(test "$(avx2)" = "yes" || test "$(avx2)" = "no") && \
+	(test "$(avx512)" = "yes" || test "$(avx512)" = "no") && \
+	(test "$(vnni256)" = "yes" || test "$(vnni256)" = "no") && \
+	(test "$(vnni512)" = "yes" || test "$(vnni512)" = "no") && \
+	(test "$(altivec)" = "yes" || test "$(altivec)" = "no") && \
+	(test "$(vsx)" = "yes" || test "$(vsx)" = "no") && \
+	(test "$(neon)" = "yes" || test "$(neon)" = "no") && \
+	(test "$(lsx)" = "yes" || test "$(lsx)" = "no") && \
+	(test "$(lasx)" = "yes" || test "$(lasx)" = "no") && \
+	(test "$(comp)" = "gcc" || test "$(comp)" = "icx" || test "$(comp)" = "mingw" || \
+	 test "$(comp)" = "clang" || test "$(comp)" = "armv7a-linux-androideabi16-clang" || \
+	 test "$(comp)" = "aarch64-linux-android21-clang")

 $(EXE): $(OBJS)
 	+$(CXX) -o $@ $(OBJS) $(LDFLAGS)
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -17,6 +17,7 @@
 */

 #include "benchmark.h"
+#include "numa.h"

 #include <cstdlib>
 #include <fstream>
@@ -91,6 +92,282 @@ const std::vector<std::string> Defaults = {
 };
 // clang-format on

+// clang-format off
+// human-randomly picked 5 games with <60 moves from
+// https://tests.stockfishchess.org/tests/view/665c71f9fd45fb0f907c21e0
+// only moves for one side
+const std::vector<std::vector<std::string>> BenchmarkPositions = {
+    {
+        "rnbq1k1r/ppp1bppp/4pn2/8/2B5/2NP1N2/PPP2PPP/R1BQR1K1 b - - 2 8",
+        "rnbq1k1r/pp2bppp/4pn2/2p5/2B2B2/2NP1N2/PPP2PPP/R2QR1K1 b - - 1 9",
+        "r1bq1k1r/pp2bppp/2n1pn2/2p5/2B1NB2/3P1N2/PPP2PPP/R2QR1K1 b - - 3 10",
+        "r1bq1k1r/pp2bppp/2n1p3/2p5/2B1PB2/5N2/PPP2PPP/R2QR1K1 b - - 0 11",
+        "r1b2k1r/pp2bppp/2n1p3/2p5/2B1PB2/5N2/PPP2PPP/3RR1K1 b - - 0 12",
+        "r1b1k2r/pp2bppp/2n1p3/2p5/2B1PB2/2P2N2/PP3PPP/3RR1K1 b - - 0 13",
+        "r1b1k2r/1p2bppp/p1n1p3/2p5/4PB2/2P2N2/PP2BPPP/3RR1K1 b - - 1 14",
+        "r1b1k2r/4bppp/p1n1p3/1pp5/P3PB2/2P2N2/1P2BPPP/3RR1K1 b - - 0 15",
+        "r1b1k2r/4bppp/p1n1p3/1P6/2p1PB2/2P2N2/1P2BPPP/3RR1K1 b - - 0 16",
+        "r1b1k2r/4bppp/2n1p3/1p6/2p1PB2/1PP2N2/4BPPP/3RR1K1 b - - 0 17",
+        "r3k2r/3bbppp/2n1p3/1p6/2P1PB2/2P2N2/4BPPP/3RR1K1 b - - 0 18",
+        "r3k2r/3bbppp/2n1p3/8/1pP1P3/2P2N2/3BBPPP/3RR1K1 b - - 1 19",
+        "1r2k2r/3bbppp/2n1p3/8/1pPNP3/2P5/3BBPPP/3RR1K1 b - - 3 20",
+        "1r2k2r/3bbppp/2n1p3/8/2PNP3/2B5/4BPPP/3RR1K1 b - - 0 21",
+        "1r2k2r/3bb1pp/2n1pp2/1N6/2P1P3/2B5/4BPPP/3RR1K1 b - - 1 22",
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+        "r3rbk1/1q3ppp/pnp1p3/1b6/1nBPPB2/1PN2N1P/3RQPP1/4R2K w - - 9 21",
+        "2r1rbk1/1q3ppp/pnp1p3/1b6/1nBPPB2/1PN2N1P/3RQPP1/1R5K w - - 11 22",
+        "2r1rbk1/1q4pp/pnp1pp2/1b6/1nBPPB2/1PN2N1P/4QPP1/1R1R3K w - - 0 23",
+        "2r1rbk1/5qpp/pnp1pp2/1b6/1nBPP3/1PN1BN1P/4QPP1/1R1R3K w - - 2 24",
+        "2r1rbk1/5qp1/pnp1pp1p/1b6/1nBPP3/1PN1BN1P/4QPP1/1R1R2K1 w - - 0 25",
+        "2r1rbk1/5qp1/pnp1pp1p/1b6/2BPP3/1P2BN1P/n3QPP1/1R1R2K1 w - - 0 26",
+        "r3rbk1/5qp1/pnp1pp1p/1b6/2BPP3/1P2BN1P/Q4PP1/1R1R2K1 w - - 1 27",
+        "rr3bk1/5qp1/pnp1pp1p/1b6/2BPP3/1P2BN1P/Q4PP1/R2R2K1 w - - 3 28",
+        "rr2qbk1/6p1/pnp1pp1p/1b6/2BPP3/1P2BN1P/4QPP1/R2R2K1 w - - 5 29",
+        "rr2qbk1/6p1/1np1pp1p/pb6/2BPP3/1P1QBN1P/5PP1/R2R2K1 w - - 0 30",
+        "rr2qbk1/6p1/1n2pp1p/pp6/3PP3/1P1QBN1P/5PP1/R2R2K1 w - - 0 31",
+        "rr2qbk1/6p1/1n2pp1p/1p1P4/p3P3/1P1QBN1P/5PP1/R2R2K1 w - - 0 32",
+        "rr2qbk1/3n2p1/3Ppp1p/1p6/p3P3/1P1QBN1P/5PP1/R2R2K1 w - - 1 33",
+        "rr3bk1/3n2p1/3Ppp1p/1p5q/pP2P3/3QBN1P/5PP1/R2R2K1 w - - 1 34",
+        "rr3bk1/3n2p1/3Ppp1p/1p5q/1P2P3/p2QBN1P/5PP1/2RR2K1 w - - 0 35",
+        "1r3bk1/3n2p1/r2Ppp1p/1p5q/1P2P3/pQ2BN1P/5PP1/2RR2K1 w - - 2 36",
+        "1r2qbk1/2Rn2p1/r2Ppp1p/1p6/1P2P3/pQ2BN1P/5PP1/3R2K1 w - - 4 37",
+        "1r2qbk1/2Rn2p1/r2Ppp1p/1pB5/1P2P3/1Q3N1P/p4PP1/3R2K1 w - - 0 38",
+        "1r2q1k1/2Rn2p1/r2bpp1p/1pB5/1P2P3/1Q3N1P/p4PP1/R5K1 w - - 0 39",
+        "1r2q1k1/2Rn2p1/3rpp1p/1p6/1P2P3/1Q3N1P/p4PP1/R5K1 w - - 0 40",
+        "2r1q1k1/2Rn2p1/3rpp1p/1p6/1P2P3/5N1P/Q4PP1/R5K1 w - - 1 41",
+        "1r2q1k1/1R1n2p1/3rpp1p/1p6/1P2P3/5N1P/Q4PP1/R5K1 w - - 3 42",
+        "2r1q1k1/2Rn2p1/3rpp1p/1p6/1P2P3/5N1P/Q4PP1/R5K1 w - - 5 43",
+        "1r2q1k1/1R1n2p1/3rpp1p/1p6/1P2P3/5N1P/Q4PP1/R5K1 w - - 7 44",
+        "1rq3k1/R2n2p1/3rpp1p/1p6/1P2P3/5N1P/Q4PP1/R5K1 w - - 9 45",
+        "2q3k1/Rr1n2p1/3rpp1p/1p6/1P2P3/5N1P/4QPP1/R5K1 w - - 11 46",
+        "Rrq3k1/3n2p1/3rpp1p/1p6/1P2P3/5N1P/4QPP1/R5K1 w - - 13 47",
+    },
+    {
+        "rn1qkb1r/1pp2ppp/p4p2/3p1b2/5P2/1P2PN2/P1PP2PP/RN1QKB1R b KQkq - 1 6",
+        "r2qkb1r/1pp2ppp/p1n2p2/3p1b2/3P1P2/1P2PN2/P1P3PP/RN1QKB1R b KQkq - 0 7",
+        "r2qkb1r/1pp2ppp/p4p2/3p1b2/1n1P1P2/1P1BPN2/P1P3PP/RN1QK2R b KQkq - 2 8",
+        "r2qkb1r/1pp2ppp/p4p2/3p1b2/3P1P2/1P1PPN2/P5PP/RN1QK2R b KQkq - 0 9",
+        "r2qk2r/1pp2ppp/p2b1p2/3p1b2/3P1P2/1PNPPN2/P5PP/R2QK2R b KQkq - 2 10",
+        "r2qk2r/1p3ppp/p1pb1p2/3p1b2/3P1P2/1PNPPN2/P5PP/R2Q1RK1 b kq - 1 11",
+        "r2q1rk1/1p3ppp/p1pb1p2/3p1b2/3P1P2/1PNPPN2/P2Q2PP/R4RK1 b - - 3 12",
+        "r2qr1k1/1p3ppp/p1pb1p2/3p1b2/3P1P2/1P1PPN2/P2QN1PP/R4RK1 b - - 5 13",
+        "r3r1k1/1p3ppp/pqpb1p2/3p1b2/3P1P2/1P1PPNN1/P2Q2PP/R4RK1 b - - 7 14",
+        "r3r1k1/1p3ppp/pqp2p2/3p1b2/1b1P1P2/1P1PPNN1/P1Q3PP/R4RK1 b - - 9 15",
+        "r3r1k1/1p1b1ppp/pqp2p2/3p4/1b1P1P2/1P1PPNN1/P4QPP/R4RK1 b - - 11 16",
+        "2r1r1k1/1p1b1ppp/pqp2p2/3p4/1b1PPP2/1P1P1NN1/P4QPP/R4RK1 b - - 0 17",
+        "2r1r1k1/1p1b1ppp/pq3p2/2pp4/1b1PPP2/PP1P1NN1/5QPP/R4RK1 b - - 0 18",
+        "2r1r1k1/1p1b1ppp/pq3p2/2Pp4/4PP2/PPbP1NN1/5QPP/R4RK1 b - - 0 19",
+        "2r1r1k1/1p1b1ppp/p4p2/2Pp4/4PP2/PqbP1NN1/5QPP/RR4K1 b - - 1 20",
+        "2r1r1k1/1p1b1ppp/p4p2/2Pp4/q3PP2/P1bP1NN1/R4QPP/1R4K1 b - - 3 21",
+        "2r1r1k1/1p3ppp/p4p2/1bPP4/q4P2/P1bP1NN1/R4QPP/1R4K1 b - - 0 22",
+        "2r1r1k1/1p3ppp/p4p2/2PP4/q4P2/P1bb1NN1/R4QPP/2R3K1 b - - 1 23",
+        "2r1r1k1/1p3ppp/p2P1p2/2P5/2q2P2/P1bb1NN1/R4QPP/2R3K1 b - - 0 24",
+        "2rr2k1/1p3ppp/p2P1p2/2P5/2q2P2/P1bb1NN1/R4QPP/2R4K b - - 2 25",
+        "2rr2k1/1p3ppp/p2P1p2/2Q5/5P2/P1bb1NN1/R5PP/2R4K b - - 0 26",
+        "3r2k1/1p3ppp/p2P1p2/2r5/5P2/P1bb1N2/R3N1PP/2R4K b - - 1 27",
+        "3r2k1/1p3ppp/p2P1p2/2r5/5P2/P1b2N2/4R1PP/2R4K b - - 0 28",
+        "3r2k1/1p3ppp/p2P1p2/2r5/1b3P2/P4N2/4R1PP/3R3K b - - 2 29",
+        "3r2k1/1p2Rppp/p2P1p2/b1r5/5P2/P4N2/6PP/3R3K b - - 4 30",
+        "3r2k1/1R3ppp/p1rP1p2/b7/5P2/P4N2/6PP/3R3K b - - 0 31",
+        "3r2k1/1R3ppp/p2R1p2/b7/5P2/P4N2/6PP/7K b - - 0 32",
+        "6k1/1R3ppp/p2r1p2/b7/5P2/P4NP1/7P/7K b - - 0 33",
+        "6k1/1R3p1p/p2r1pp1/b7/5P1P/P4NP1/8/7K b - - 0 34",
+        "6k1/3R1p1p/pr3pp1/b7/5P1P/P4NP1/8/7K b - - 2 35",
+        "6k1/5p2/pr3pp1/b2R3p/5P1P/P4NP1/8/7K b - - 1 36",
+        "6k1/5p2/pr3pp1/7p/5P1P/P1bR1NP1/8/7K b - - 3 37",
+        "6k1/5p2/p1r2pp1/7p/5P1P/P1bR1NP1/6K1/8 b - - 5 38",
+        "6k1/5p2/p1r2pp1/b2R3p/5P1P/P4NP1/6K1/8 b - - 7 39",
+        "6k1/5p2/p4pp1/b2R3p/5P1P/P4NPK/2r5/8 b - - 9 40",
+        "6k1/2b2p2/p4pp1/7p/5P1P/P2R1NPK/2r5/8 b - - 11 41",
+        "6k1/2b2p2/5pp1/p6p/3N1P1P/P2R2PK/2r5/8 b - - 1 42",
+        "6k1/2b2p2/5pp1/p6p/3N1P1P/P1R3PK/r7/8 b - - 3 43",
+        "6k1/5p2/1b3pp1/p6p/5P1P/P1R3PK/r1N5/8 b - - 5 44",
+        "8/5pk1/1bR2pp1/p6p/5P1P/P5PK/r1N5/8 b - - 7 45",
+        "3b4/5pk1/2R2pp1/p4P1p/7P/P5PK/r1N5/8 b - - 0 46",
+        "8/4bpk1/2R2pp1/p4P1p/6PP/P6K/r1N5/8 b - - 0 47",
+        "8/5pk1/2R2pP1/p6p/6PP/b6K/r1N5/8 b - - 0 48",
+        "8/6k1/2R2pp1/p6P/7P/b6K/r1N5/8 b - - 0 49",
+        "8/6k1/2R2p2/p6p/7P/b5K1/r1N5/8 b - - 1 50",
+        "8/8/2R2pk1/p6p/7P/b4K2/r1N5/8 b - - 3 51",
+        "8/8/2R2pk1/p6p/7P/4NK2/rb6/8 b - - 5 52",
+        "2R5/8/5pk1/7p/p6P/4NK2/rb6/8 b - - 1 53",
+        "6R1/8/5pk1/7p/p6P/4NK2/1b6/r7 b - - 3 54",
+        "R7/5k2/5p2/7p/p6P/4NK2/1b6/r7 b - - 5 55",
+        "R7/5k2/5p2/7p/7P/p3N3/1b2K3/r7 b - - 1 56",
+        "8/R4k2/5p2/7p/7P/p3N3/1b2K3/7r b - - 3 57",
+        "8/8/5pk1/7p/R6P/p3N3/1b2K3/7r b - - 5 58",
+        "8/8/5pk1/7p/R6P/p7/4K3/2bN3r b - - 7 59",
+        "8/8/5pk1/7p/R6P/p7/4KN1r/2b5 b - - 9 60",
+        "8/8/5pk1/7p/R6P/p3K3/1b3N1r/8 b - - 11 61",
+        "8/8/R4pk1/7p/7P/p1b1K3/5N1r/8 b - - 13 62",
+        "8/8/5pk1/7p/7P/2b1K3/R4N1r/8 b - - 0 63",
+        "8/8/5pk1/7p/3K3P/8/R4N1r/4b3 b - - 2 64",
+    }
+};
+// clang-format on
+
 }  // namespace

 namespace Stockfish::Benchmark {
@@ -160,4 +437,76 @@ std::vector<std::string> setup_bench(const std::string& currentFen, std::istream
    return list;
 }

+BenchmarkSetup setup_benchmark(std::istream& is) {
+    // TT_SIZE_PER_THREAD is chosen such that roughly half of the hash is used all positions
+    // for the current sequence have been searched.
+    static constexpr int TT_SIZE_PER_THREAD = 128;
+
+    static constexpr int DEFAULT_DURATION_S = 150;
+
+    BenchmarkSetup setup{};
+
+    // Assign default values to missing arguments
+    int desiredTimeS;
+
+    if (!(is >> setup.threads))
+        setup.threads = get_hardware_concurrency();
+    else
+        setup.originalInvocation += std::to_string(setup.threads);
+
+    if (!(is >> setup.ttSize))
+        setup.ttSize = TT_SIZE_PER_THREAD * setup.threads;
+    else
+        setup.originalInvocation += " " + std::to_string(setup.ttSize);
+
+    if (!(is >> desiredTimeS))
+        desiredTimeS = DEFAULT_DURATION_S;
+    else
+        setup.originalInvocation += " " + std::to_string(desiredTimeS);
+
+    setup.filledInvocation += std::to_string(setup.threads) + " " + std::to_string(setup.ttSize)
+                            + " " + std::to_string(desiredTimeS);
+
+    auto getCorrectedTime = [&](int ply) {
+        // time per move is fit roughly based on LTC games
+        // seconds = 50/{ply+15}
+        // ms = 50000/{ply+15}
+        // with this fit 10th move gets 2000ms
+        // adjust for desired 10th move time
+        return 50000.0 / (static_cast<double>(ply) + 15.0);
+    };
+
+    float totalTime = 0;
+    for (const auto& game : BenchmarkPositions)
+    {
+        setup.commands.emplace_back("ucinewgame");
+        int ply = 1;
+        for (int i = 0; i < static_cast<int>(game.size()); ++i)
+        {
+            const float correctedTime = getCorrectedTime(ply);
+            totalTime += correctedTime;
+            ply += 1;
+        }
+    }
+
+    float timeScaleFactor = static_cast<float>(desiredTimeS * 1000) / totalTime;
+
+    for (const auto& game : BenchmarkPositions)
+    {
+        setup.commands.emplace_back("ucinewgame");
+        int ply = 1;
+        for (const std::string& fen : game)
+        {
+            setup.commands.emplace_back("position fen " + fen);
+
+            const int correctedTime = static_cast<int>(getCorrectedTime(ply) * timeScaleFactor);
+            setup.commands.emplace_back("go movetime " + std::to_string(correctedTime));
+
+            ply += 1;
+        }
+    }
+
+    return setup;
+}
+
 }  // namespace Stockfish
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -27,6 +27,16 @@ namespace Stockfish::Benchmark {

 std::vector<std::string> setup_bench(const std::string&, std::istream&);

+struct BenchmarkSetup {
+    int                      ttSize;
+    int                      threads;
+    std::vector<std::string> commands;
+    std::string              originalInvocation;
+    std::string              filledInvocation;
+};
+
+BenchmarkSetup setup_benchmark(std::istream&);
+
 }  // namespace Stockfish

 #endif  // #ifndef BENCHMARK_H_INCLUDED
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -34,15 +34,14 @@ Bitboard BetweenBB[SQUARE_NB][SQUARE_NB];
 Bitboard PseudoAttacks[PIECE_TYPE_NB][SQUARE_NB];
 Bitboard PawnAttacks[COLOR_NB][SQUARE_NB];

-Magic RookMagics[SQUARE_NB];
-Magic BishopMagics[SQUARE_NB];
+alignas(64) Magic Magics[SQUARE_NB][2];

 namespace {

 Bitboard RookTable[0x19000];   // To store rook attacks
 Bitboard BishopTable[0x1480];  // To store bishop attacks

-void init_magics(PieceType pt, Bitboard table[], Magic magics[]);
+void init_magics(PieceType pt, Bitboard table[], Magic magics[][2]);

 // Returns the bitboard of target square for the given step
 // from the given square. If the step is off the board, returns empty bitboard.
@@ -82,8 +81,8 @@ void Bitboards::init() {
        for (Square s2 = SQ_A1; s2 <= SQ_H8; ++s2)
            SquareDistance[s1][s2] = std::max(distance<File>(s1, s2), distance<Rank>(s1, s2));

-    init_magics(ROOK, RookTable, RookMagics);
-    init_magics(BISHOP, BishopTable, BishopMagics);
+    init_magics(ROOK, RookTable, Magics);
+    init_magics(BISHOP, BishopTable, Magics);

    for (Square s1 = SQ_A1; s1 <= SQ_H8; ++s1)
    {
@@ -140,41 +139,49 @@ Bitboard sliding_attack(PieceType pt, Square sq, Bitboard occupied) {

 // Computes all rook and bishop attacks at startup. Magic
 // bitboards are used to look up attacks of sliding pieces. As a reference see
-// www.chessprogramming.org/Magic_Bitboards. In particular, here we use the so
-// called "fancy" approach.
-void init_magics(PieceType pt, Bitboard table[], Magic magics[]) {
+// https://www.chessprogramming.org/Magic_Bitboards. In particular, here we use
+// the so called "fancy" approach.
+void init_magics(PieceType pt, Bitboard table[], Magic magics[][2]) {

+#ifndef USE_PEXT
    // Optimal PRNG seeds to pick the correct magics in the shortest time
    int seeds[][RANK_NB] = {{8977, 44560, 54343, 38998, 5731, 95205, 104912, 17020},
                            {728, 10316, 55013, 32803, 12281, 15100, 16645, 255}};

-    Bitboard occupancy[4096], reference[4096], edges, b;
-    int      epoch[4096] = {}, cnt = 0, size = 0;
+    Bitboard occupancy[4096];
+    int      epoch[4096] = {}, cnt = 0;
+#endif
+    Bitboard reference[4096];
+    int      size = 0;

    for (Square s = SQ_A1; s <= SQ_H8; ++s)
    {
        // Board edges are not considered in the relevant occupancies
-        edges = ((Rank1BB | Rank8BB) & ~rank_bb(s)) | ((FileABB | FileHBB) & ~file_bb(s));
+        Bitboard edges = ((Rank1BB | Rank8BB) & ~rank_bb(s)) | ((FileABB | FileHBB) & ~file_bb(s));

        // Given a square 's', the mask is the bitboard of sliding attacks from
        // 's' computed on an empty board. The index must be big enough to contain
        // all the attacks for each possible subset of the mask and so is 2 power
        // the number of 1s of the mask. Hence we deduce the size of the shift to
        // apply to the 64 or 32 bits word to get the index.
-        Magic& m = magics[s];
+        Magic& m = magics[s][pt - BISHOP];
        m.mask   = sliding_attack(pt, s, 0) & ~edges;
-        m.shift  = (Is64Bit ? 64 : 32) - popcount(m.mask);
-
+#ifndef USE_PEXT
+        m.shift = (Is64Bit ? 64 : 32) - popcount(m.mask);
+#endif
        // Set the offset for the attacks table of the square. We have individual
        // table sizes for each square with "Fancy Magic Bitboards".
-        m.attacks = s == SQ_A1 ? table : magics[s - 1].attacks + size;
+        m.attacks = s == SQ_A1 ? table : magics[s - 1][pt - BISHOP].attacks + size;
+        size      = 0;

        // Use Carry-Rippler trick to enumerate all subsets of masks[s] and
        // store the corresponding sliding attack bitboard in reference[].
-        b = size = 0;
+        Bitboard b = 0;
        do
        {
+#ifndef USE_PEXT
            occupancy[size] = b;
+#endif
            reference[size] = sliding_attack(pt, s, b);

            if (HasPext)
@@ -184,9 +191,7 @@ void init_magics(PieceType pt, Bitboard table[], Magic magics[]) {
            b = (b - m.mask) & m.mask;
        } while (b);

-        if (HasPext)
-            continue;
-
+#ifndef USE_PEXT
        PRNG rng(seeds[Is64Bit][rank_of(s)]);

        // Find a magic for square 's' picking up an (almost) random number
@@ -215,6 +220,7 @@ void init_magics(PieceType pt, Bitboard table[], Magic magics[]) {
                    break;
            }
        }
+#endif
    }
 }
 }
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -22,6 +22,7 @@
 #include <algorithm>
 #include <cassert>
 #include <cmath>
+#include <cstring>
 #include <cstdint>
 #include <cstdlib>
 #include <string>
@@ -67,27 +68,31 @@ extern Bitboard PawnAttacks[COLOR_NB][SQUARE_NB];
 // Magic holds all magic bitboards relevant data for a single square
 struct Magic {
    Bitboard  mask;
-    Bitboard  magic;
    Bitboard* attacks;
-    unsigned  shift;
+#ifndef USE_PEXT
+    Bitboard magic;
+    unsigned shift;
+#endif

    // Compute the attack's index using the 'magic bitboards' approach
    unsigned index(Bitboard occupied) const {

-        if (HasPext)
-            return unsigned(pext(occupied, mask));
-
+#ifdef USE_PEXT
+        return unsigned(pext(occupied, mask));
+#else
        if (Is64Bit)
            return unsigned(((occupied & mask) * magic) >> shift);

        unsigned lo = unsigned(occupied) & unsigned(mask);
        unsigned hi = unsigned(occupied >> 32) & unsigned(mask >> 32);
        return (lo * unsigned(magic) ^ hi * unsigned(magic >> 32)) >> shift;
+#endif
    }
+
+    Bitboard attacks_bb(Bitboard occupied) const { return attacks[index(occupied)]; }
 };

-extern Magic RookMagics[SQUARE_NB];
-extern Magic BishopMagics[SQUARE_NB];
+extern Magic Magics[SQUARE_NB][2];

 constexpr Bitboard square_bb(Square s) {
    assert(is_ok(s));
@@ -229,9 +234,8 @@ inline Bitboard attacks_bb(Square s, Bitboard occupied) {
    switch (Pt)
    {
    case BISHOP :
-        return BishopMagics[s].attacks[BishopMagics[s].index(occupied)];
    case ROOK :
-        return RookMagics[s].attacks[RookMagics[s].index(occupied)];
+        return Magics[s][Pt - BISHOP].attacks_bb(occupied);
    case QUEEN :
        return attacks_bb<BISHOP>(s, occupied) | attacks_bb<ROOK>(s, occupied);
    default :
@@ -265,11 +269,10 @@ inline int popcount(Bitboard b) {

 #ifndef USE_POPCNT

-    union {
-        Bitboard bb;
-        uint16_t u[4];
-    } v = {b};
-    return PopCnt16[v.u[0]] + PopCnt16[v.u[1]] + PopCnt16[v.u[2]] + PopCnt16[v.u[3]];
+    std::uint16_t indices[4];
+    std::memcpy(indices, &b, sizeof(b));
+    return PopCnt16[indices[0]] + PopCnt16[indices[1]] + PopCnt16[indices[2]]
+         + PopCnt16[indices[3]];

 #elif defined(_MSC_VER)

@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -47,8 +47,8 @@ namespace NN = Eval::NNUE;
 constexpr auto StartFEN  = "rnbqkbnr/pppppppp/8/8/8/8/PPPPPPPP/RNBQKBNR w KQkq - 0 1";
 constexpr int  MaxHashMB = Is64Bit ? 33554432 : 2048;

-Engine::Engine(std::string path) :
-    binaryDirectory(CommandLine::get_binary_directory(path)),
+Engine::Engine(std::optional<std::string> path) :
+    binaryDirectory(path ? CommandLine::get_binary_directory(*path) : ""),
    numaContext(NumaConfig::from_system()),
    states(new std::deque<StateInfo>(1)),
    threads(),
@@ -58,58 +58,84 @@ Engine::Engine(std::string path) :
        NN::NetworkBig({EvalFileDefaultNameBig, "None", ""}, NN::EmbeddedNNUEType::BIG),
        NN::NetworkSmall({EvalFileDefaultNameSmall, "None", ""}, NN::EmbeddedNNUEType::SMALL))) {
    pos.set(StartFEN, false, &states->back());
-    capSq = SQ_NONE;

-    options["Debug Log File"] << Option("", [](const Option& o) {
-        start_logger(o);
-        return std::nullopt;
-    });

-    options["NumaPolicy"] << Option("auto", [this](const Option& o) {
-        set_numa_config_from_option(o);
-        return numa_config_information_as_string() + "\n" + thread_binding_information_as_string();
-    });
+    options.add(  //
+      "Debug Log File", Option("", [](const Option& o) {
+          start_logger(o);
+          return std::nullopt;
+      }));

-    options["Threads"] << Option(1, 1, 1024, [this](const Option&) {
-        resize_threads();
-        return thread_binding_information_as_string();
-    });
+    options.add(  //
+      "NumaPolicy", Option("auto", [this](const Option& o) {
+          set_numa_config_from_option(o);
+          return numa_config_information_as_string() + "\n"
+               + thread_allocation_information_as_string();
+      }));

-    options["Hash"] << Option(16, 1, MaxHashMB, [this](const Option& o) {
-        set_tt_size(o);
-        return std::nullopt;
-    });
+    options.add(  //
+      "Threads", Option(1, 1, 1024, [this](const Option&) {
+          resize_threads();
+          return thread_allocation_information_as_string();
+      }));

-    options["Clear Hash"] << Option([this](const Option&) {
-        search_clear();
-        return std::nullopt;
-    });
-    options["Ponder"] << Option(false);
-    options["MultiPV"] << Option(1, 1, MAX_MOVES);
-    options["Skill Level"] << Option(20, 0, 20);
-    options["Move Overhead"] << Option(10, 0, 5000);
-    options["nodestime"] << Option(0, 0, 10000);
-    options["UCI_Chess960"] << Option(false);
-    options["UCI_LimitStrength"] << Option(false);
-    options["UCI_Elo"] << Option(Stockfish::Search::Skill::LowestElo,
-                                 Stockfish::Search::Skill::LowestElo,
-                                 Stockfish::Search::Skill::HighestElo);
-    options["UCI_ShowWDL"] << Option(false);
-    options["SyzygyPath"] << Option("", [](const Option& o) {
-        Tablebases::init(o);
-        return std::nullopt;
-    });
-    options["SyzygyProbeDepth"] << Option(1, 1, 100);
-    options["Syzygy50MoveRule"] << Option(true);
-    options["SyzygyProbeLimit"] << Option(7, 0, 7);
-    options["EvalFile"] << Option(EvalFileDefaultNameBig, [this](const Option& o) {
-        load_big_network(o);
-        return std::nullopt;
-    });
-    options["EvalFileSmall"] << Option(EvalFileDefaultNameSmall, [this](const Option& o) {
-        load_small_network(o);
-        return std::nullopt;
-    });
+    options.add(  //
+      "Hash", Option(16, 1, MaxHashMB, [this](const Option& o) {
+          set_tt_size(o);
+          return std::nullopt;
+      }));
+
+    options.add(  //
+      "Clear Hash", Option([this](const Option&) {
+          search_clear();
+          return std::nullopt;
+      }));
+
+    options.add(  //
+      "Ponder", Option(false));
+
+    options.add(  //
+      "MultiPV", Option(1, 1, MAX_MOVES));
+
+    options.add("Skill Level", Option(20, 0, 20));
+
+    options.add("Move Overhead", Option(10, 0, 5000));
+
+    options.add("nodestime", Option(0, 0, 10000));
+
+    options.add("UCI_Chess960", Option(false));
+
+    options.add("UCI_LimitStrength", Option(false));
+
+    options.add("UCI_Elo",
+                Option(Stockfish::Search::Skill::LowestElo, Stockfish::Search::Skill::LowestElo,
+                       Stockfish::Search::Skill::HighestElo));
+
+    options.add("UCI_ShowWDL", Option(false));
+
+    options.add(  //
+      "SyzygyPath", Option("", [](const Option& o) {
+          Tablebases::init(o);
+          return std::nullopt;
+      }));
+
+    options.add("SyzygyProbeDepth", Option(1, 1, 100));
+
+    options.add("Syzygy50MoveRule", Option(true));
+
+    options.add("SyzygyProbeLimit", Option(7, 0, 7));
+
+    options.add(  //
+      "EvalFile", Option(EvalFileDefaultNameBig, [this](const Option& o) {
+          load_big_network(o);
+          return std::nullopt;
+      }));
+
+    options.add(  //
+      "EvalFileSmall", Option(EvalFileDefaultNameSmall, [this](const Option& o) {
+          load_small_network(o);
+          return std::nullopt;
+      }));

    load_networks();
    resize_threads();
@@ -124,7 +150,6 @@ std::uint64_t Engine::perft(const std::string& fen, Depth depth, bool isChess960
 void Engine::go(Search::LimitsType& limits) {
    assert(limits.perft == 0);
    verify_networks();
-    limits.capSq = capSq;

    threads.start_thinking(options, pos, states, limits);
 }
@@ -156,6 +181,10 @@ void Engine::set_on_bestmove(std::function<void(std::string_view, std::string_vi
    updateContext.onBestmove = std::move(f);
 }

+void Engine::set_on_verify_networks(std::function<void(std::string_view)>&& f) {
+    onVerifyNetworks = std::move(f);
+}
+
 void Engine::wait_for_search_finished() { threads.main_thread()->wait_for_search_finished(); }

 void Engine::set_position(const std::string& fen, const std::vector<std::string>& moves) {
@@ -163,7 +192,6 @@ void Engine::set_position(const std::string& fen, const std::vector<std::string>
    states = StateListPtr(new std::deque<StateInfo>(1));
    pos.set(fen, options["UCI_Chess960"], &states->back());

-    capSq = SQ_NONE;
    for (const auto& move : moves)
    {
        auto m = UCIEngine::to_move(pos, move);
@@ -173,11 +201,6 @@ void Engine::set_position(const std::string& fen, const std::vector<std::string>

        states->emplace_back();
        pos.do_move(m, states->back());
-
-        capSq          = SQ_NONE;
-        DirtyPiece& dp = states->back().dirtyPiece;
-        if (dp.dirty_num > 1 && dp.to[1] == SQ_NONE)
-            capSq = m.to_sq();
    }
 }

@@ -226,8 +249,8 @@ void Engine::set_ponderhit(bool b) { threads.main_manager()->ponder = b; }
 // network related

 void Engine::verify_networks() const {
-    networks->big.verify(options["EvalFile"]);
-    networks->small.verify(options["EvalFileSmall"]);
+    networks->big.verify(options["EvalFile"], onVerifyNetworks);
+    networks->small.verify(options["EvalFileSmall"], onVerifyNetworks);
 }

 void Engine::load_networks() {
@@ -285,6 +308,8 @@ std::string Engine::visualize() const {
    return ss.str();
 }

+int Engine::get_hashfull(int maxAge) const { return tt.hashfull(maxAge); }
+
 std::vector<std::pair<size_t, size_t>> Engine::get_bound_thread_count_by_numa_node() const {
    auto                                   counts = threads.get_bound_thread_count_by_numa_node();
    const NumaConfig&                      cfg    = numaContext.get_numa_config();
@@ -310,15 +335,9 @@ std::string Engine::numa_config_information_as_string() const {
 std::string Engine::thread_binding_information_as_string() const {
    auto              boundThreadsByNode = get_bound_thread_count_by_numa_node();
    std::stringstream ss;
-
-    size_t threadsSize = threads.size();
-    ss << "Using " << threadsSize << (threadsSize > 1 ? " threads" : " thread");
-
    if (boundThreadsByNode.empty())
        return ss.str();

-    ss << " with NUMA node thread binding: ";
-
    bool isFirst = true;

    for (auto&& [current, total] : boundThreadsByNode)
@@ -332,4 +351,19 @@ std::string Engine::thread_binding_information_as_string() const {
    return ss.str();
 }

+std::string Engine::thread_allocation_information_as_string() const {
+    std::stringstream ss;
+
+    size_t threadsSize = threads.size();
+    ss << "Using " << threadsSize << (threadsSize > 1 ? " threads" : " thread");
+
+    auto boundThreadsByNodeStr = thread_binding_information_as_string();
+    if (boundThreadsByNodeStr.empty())
+        return ss.str();
+
+    ss << " with NUMA node thread binding: ";
+    ss << boundThreadsByNodeStr;
+
+    return ss.str();
+}
 }
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -39,15 +39,13 @@

 namespace Stockfish {

-enum Square : int;
-
 class Engine {
   public:
    using InfoShort = Search::InfoShort;
    using InfoFull  = Search::InfoFull;
    using InfoIter  = Search::InfoIteration;

-    Engine(std::string path = "");
+    Engine(std::optional<std::string> path = std::nullopt);

    // Cannot be movable due to components holding backreferences to fields
    Engine(const Engine&)            = delete;
@@ -81,6 +79,7 @@ class Engine {
    void set_on_update_full(std::function<void(const InfoFull&)>&&);
    void set_on_iter(std::function<void(const InfoIter&)>&&);
    void set_on_bestmove(std::function<void(std::string_view, std::string_view)>&&);
+    void set_on_verify_networks(std::function<void(std::string_view)>&&);

    // network related

@@ -97,12 +96,15 @@ class Engine {
    const OptionsMap& get_options() const;
    OptionsMap&       get_options();

+    int get_hashfull(int maxAge = 0) const;
+
    std::string                            fen() const;
    void                                   flip();
    std::string                            visualize() const;
    std::vector<std::pair<size_t, size_t>> get_bound_thread_count_by_numa_node() const;
    std::string                            get_numa_config_as_string() const;
    std::string                            numa_config_information_as_string() const;
+    std::string                            thread_allocation_information_as_string() const;
    std::string                            thread_binding_information_as_string() const;

   private:
@@ -112,14 +114,14 @@ class Engine {

    Position     pos;
    StateListPtr states;
-    Square       capSq;

    OptionsMap                               options;
    ThreadPool                               threads;
    TranspositionTable                       tt;
    LazyNumaReplicated<Eval::NNUE::Networks> networks;

-    Search::SearchManager::UpdateContext updateContext;
+    Search::SearchManager::UpdateContext  updateContext;
+    std::function<void(std::string_view)> onVerifyNetworks;
 };

 }  // namespace Stockfish
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -59,16 +59,14 @@ Value Eval::evaluate(const Eval::NNUE::Networks&    networks,

    assert(!pos.checkers());

-    bool smallNet = use_smallnet(pos);
-    int  v;
-
+    bool smallNet           = use_smallnet(pos);
    auto [psqt, positional] = smallNet ? networks.small.evaluate(pos, &caches.small)
                                       : networks.big.evaluate(pos, &caches.big);

    Value nnue = (125 * psqt + 131 * positional) / 128;

    // Re-evaluate the position when higher eval accuracy is worth the time spent
-    if (smallNet && (nnue * psqt < 0 || std::abs(nnue) < 227))
+    if (smallNet && (std::abs(nnue) < 236))
    {
        std::tie(psqt, positional) = networks.big.evaluate(pos, &caches.big);
        nnue                       = (125 * psqt + 131 * positional) / 128;
@@ -77,14 +75,11 @@ Value Eval::evaluate(const Eval::NNUE::Networks&    networks,

    // Blend optimism and eval with nnue complexity
    int nnueComplexity = std::abs(psqt - positional);
-    optimism += optimism * nnueComplexity / (smallNet ? 433 : 453);
-    nnue -= nnue * nnueComplexity / (smallNet ? 18815 : 17864);
+    optimism += optimism * nnueComplexity / 468;
+    nnue -= nnue * nnueComplexity / (smallNet ? 20233 : 17879);

-    int material = (smallNet ? 553 : 532) * pos.count<PAWN>() + pos.non_pawn_material();
-    v = (nnue * (73921 + material) + optimism * (8112 + material)) / (smallNet ? 68104 : 74715);
-
-    // Evaluation grain (to get more alpha-beta cuts) with randomization (for robustness)
-    v = (v / 16) * 16 - 1 + (pos.key() & 0x2);
+    int material = 535 * pos.count<PAWN>() + pos.non_pawn_material();
+    int v        = (nnue * (77777 + material) + optimism * (7777 + material)) / 77777;

    // Damp down the evaluation linearly when shuffling
    v -= v * pos.rule50_count() / 212;
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -33,7 +33,7 @@ namespace Eval {
 // for the build process (profile-build and fishtest) to work. Do not change the
 // name of the macro or the location where this macro is defined, as it is used
 // in the Makefile/Fishtest.
-#define EvalFileDefaultNameBig "nn-1111cefa1111.nnue"
+#define EvalFileDefaultNameBig "nn-1c0000000000.nnue"
 #define EvalFileDefaultNameSmall "nn-37f18f62d772.nnue"

 namespace NNUE {
@@ -0,0 +1,165 @@
+/*
+  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)
+
+  Stockfish is free software: you can redistribute it and/or modify
+  it under the terms of the GNU General Public License as published by
+  the Free Software Foundation, either version 3 of the License, or
+  (at your option) any later version.
+
+  Stockfish is distributed in the hope that it will be useful,
+  but WITHOUT ANY WARRANTY; without even the implied warranty of
+  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+  GNU General Public License for more details.
+
+  You should have received a copy of the GNU General Public License
+  along with this program.  If not, see <http://www.gnu.org/licenses/>.
+*/
+
+#ifndef HISTORY_H_INCLUDED
+#define HISTORY_H_INCLUDED
+
+#include <algorithm>
+#include <array>
+#include <cassert>
+#include <cmath>
+#include <cstdint>
+#include <cstdlib>
+#include <limits>
+#include <type_traits>  // IWYU pragma: keep
+
+#include "misc.h"
+#include "position.h"
+
+namespace Stockfish {
+
+constexpr int PAWN_HISTORY_SIZE        = 512;    // has to be a power of 2
+constexpr int CORRECTION_HISTORY_SIZE  = 32768;  // has to be a power of 2
+constexpr int CORRECTION_HISTORY_LIMIT = 1024;
+constexpr int LOW_PLY_HISTORY_SIZE     = 4;
+
+static_assert((PAWN_HISTORY_SIZE & (PAWN_HISTORY_SIZE - 1)) == 0,
+              "PAWN_HISTORY_SIZE has to be a power of 2");
+
+static_assert((CORRECTION_HISTORY_SIZE & (CORRECTION_HISTORY_SIZE - 1)) == 0,
+              "CORRECTION_HISTORY_SIZE has to be a power of 2");
+
+enum PawnHistoryType {
+    Normal,
+    Correction
+};
+
+template<PawnHistoryType T = Normal>
+inline int pawn_structure_index(const Position& pos) {
+    return pos.pawn_key() & ((T == Normal ? PAWN_HISTORY_SIZE : CORRECTION_HISTORY_SIZE) - 1);
+}
+
+inline int minor_piece_index(const Position& pos) {
+    return pos.minor_piece_key() & (CORRECTION_HISTORY_SIZE - 1);
+}
+
+template<Color c>
+inline int non_pawn_index(const Position& pos) {
+    return pos.non_pawn_key(c) & (CORRECTION_HISTORY_SIZE - 1);
+}
+
+// StatsEntry is the container of various numerical statistics. We use a class
+// instead of a naked value to directly call history update operator<<() on
+// the entry. The first template parameter T is the base type of the array,
+// and the second template parameter D limits the range of updates in [-D, D]
+// when we update values with the << operator
+template<typename T, int D>
+class StatsEntry {
+
+    static_assert(std::is_arithmetic<T>::value, "Not an arithmetic type");
+    static_assert(D <= std::numeric_limits<T>::max(), "D overflows T");
+
+    T entry;
+
+   public:
+    StatsEntry& operator=(const T& v) {
+        entry = v;
+        return *this;
+    }
+    operator const T&() const { return entry; }
+
+    void operator<<(int bonus) {
+        // Make sure that bonus is in range [-D, D]
+        int clampedBonus = std::clamp(bonus, -D, D);
+        entry += clampedBonus - entry * std::abs(clampedBonus) / D;
+
+        assert(std::abs(entry) <= D);
+    }
+};
+
+enum StatsType {
+    NoCaptures,
+    Captures
+};
+
+template<typename T, int D, std::size_t... Sizes>
+using Stats = MultiArray<StatsEntry<T, D>, Sizes...>;
+
+// ButterflyHistory records how often quiet moves have been successful or unsuccessful
+// during the current search, and is used for reduction and move ordering decisions.
+// It uses 2 tables (one for each color) indexed by the move's from and to squares,
+// see https://www.chessprogramming.org/Butterfly_Boards (~11 elo)
+using ButterflyHistory = Stats<std::int16_t, 7183, COLOR_NB, int(SQUARE_NB) * int(SQUARE_NB)>;
+
+// LowPlyHistory is adressed by play and move's from and to squares, used
+// to improve move ordering near the root
+using LowPlyHistory =
+  Stats<std::int16_t, 7183, LOW_PLY_HISTORY_SIZE, int(SQUARE_NB) * int(SQUARE_NB)>;
+
+// CapturePieceToHistory is addressed by a move's [piece][to][captured piece type]
+using CapturePieceToHistory = Stats<std::int16_t, 10692, PIECE_NB, SQUARE_NB, PIECE_TYPE_NB>;
+
+// PieceToHistory is like ButterflyHistory but is addressed by a move's [piece][to]
+using PieceToHistory = Stats<std::int16_t, 30000, PIECE_NB, SQUARE_NB>;
+
+// ContinuationHistory is the combined history of a given pair of moves, usually
+// the current one given a previous one. The nested history table is based on
+// PieceToHistory instead of ButterflyBoards.
+// (~63 elo)
+using ContinuationHistory = MultiArray<PieceToHistory, PIECE_NB, SQUARE_NB>;
+
+// PawnHistory is addressed by the pawn structure and a move's [piece][to]
+using PawnHistory = Stats<std::int16_t, 8192, PAWN_HISTORY_SIZE, PIECE_NB, SQUARE_NB>;
+
+// Correction histories record differences between the static evaluation of
+// positions and their search score. It is used to improve the static evaluation
+// used by some search heuristics.
+// see https://www.chessprogramming.org/Static_Evaluation_Correction_History
+enum CorrHistType {
+    Pawn,          // By color and pawn structure
+    Minor,         // By color and positions of minor pieces (Knight, Bishop)
+    NonPawn,       // By non-pawn material positions and color
+    PieceTo,       // By [piece][to] move
+    Continuation,  // Combined history of move pairs
+};
+
+namespace Detail {
+
+template<CorrHistType>
+struct CorrHistTypedef {
+    using type = Stats<std::int16_t, CORRECTION_HISTORY_LIMIT, CORRECTION_HISTORY_SIZE, COLOR_NB>;
+};
+
+template<>
+struct CorrHistTypedef<PieceTo> {
+    using type = Stats<std::int16_t, CORRECTION_HISTORY_LIMIT, PIECE_NB, SQUARE_NB>;
+};
+
+template<>
+struct CorrHistTypedef<Continuation> {
+    using type = MultiArray<CorrHistTypedef<PieceTo>::type, PIECE_NB, SQUARE_NB>;
+};
+
+}
+
+template<CorrHistType T>
+using CorrectionHistory = typename Detail::CorrHistTypedef<T>::type;
+
+}  // namespace Stockfish
+
+#endif  // #ifndef HISTORY_H_INCLUDED
@@ -3,8 +3,8 @@
 * @author Dale Weiler
 * @brief Utility for including binary files
 *
- * Facilities for including binary files into the current translation unit
- * and making use of them externally in other translation units.
+ * Facilities for including binary files into the current translation unit and
+ * making use from them externally in other translation units.
 */
 #ifndef INCBIN_HDR
 #define INCBIN_HDR
@@ -26,7 +26,9 @@
      defined(__SSSE3__)    || \
      defined(__SSE4_1__)   || \
      defined(__SSE4_2__)   || \
-      defined(__neon__)
+      defined(__neon__)     || \
+      defined(__ARM_NEON)   || \
+      defined(__ALTIVEC__)
 # define INCBIN_ALIGNMENT_INDEX 4
 #elif ULONG_MAX != 0xffffffffu
 # define INCBIN_ALIGNMENT_INDEX 3
@@ -64,6 +66,9 @@
    X
 #define INCBIN_INVOKE(N, ...) \
    INCBIN_EVAL(N(__VA_ARGS__))
+/* Variable argument count for overloading by arity */
+#define INCBIN_VA_ARG_COUNTER(_1, _2, _3, N, ...) N
+#define INCBIN_VA_ARGC(...) INCBIN_VA_ARG_COUNTER(__VA_ARGS__, 3, 2, 1, 0)

 /* Green Hills uses a different directive for including binary data */
 #if defined(__ghs__)
@@ -117,29 +122,50 @@
 #endif

 /**
- * @brief Optionally override the linker section into which data is emitted.
- *
- * @warning If you use this facility, you'll have to deal with platform-specific linker output
- * section naming on your own
- *
- * Overriding the default linker output section, e.g for esp8266/Arduino:
- * @code
- * #define INCBIN_OUTPUT_SECTION ".irom.text"
- * #include "incbin.h"
- * INCBIN(Foo, "foo.txt");
- * // Data is emitted into program memory that never gets copied to RAM
- * @endcode
+ * @brief Optionally override the linker section into which size and data is
+ * emitted.
+ * 
+ * @warning If you use this facility, you might have to deal with
+ * platform-specific linker output section naming on your own.
 */
 #if !defined(INCBIN_OUTPUT_SECTION)
 #  if defined(__APPLE__)
-#    define INCBIN_OUTPUT_SECTION         ".const_data"
+#    define INCBIN_OUTPUT_SECTION ".const_data"
 #  else
-#    define INCBIN_OUTPUT_SECTION         ".rodata"
+#    define INCBIN_OUTPUT_SECTION ".rodata"
 #  endif
 #endif

+/**
+ * @brief Optionally override the linker section into which data is emitted.
+ *
+ * @warning If you use this facility, you might have to deal with
+ * platform-specific linker output section naming on your own.
+ */
+#if !defined(INCBIN_OUTPUT_DATA_SECTION)
+#  define INCBIN_OUTPUT_DATA_SECTION INCBIN_OUTPUT_SECTION
+#endif
+
+/**
+ * @brief Optionally override the linker section into which size is emitted.
+ *
+ * @warning If you use this facility, you might have to deal with
+ * platform-specific linker output section naming on your own.
+ * 
+ * @note This is useful for Harvard architectures where program memory cannot
+ * be directly read from the program without special instructions. With this you
+ * can chose to put the size variable in RAM rather than ROM.
+ */
+#if !defined(INCBIN_OUTPUT_SIZE_SECTION)
+#  define INCBIN_OUTPUT_SIZE_SECTION INCBIN_OUTPUT_SECTION
+#endif
+
 #if defined(__APPLE__)
-/* The directives are different for Apple-branded compilers */
+#  include "TargetConditionals.h"
+#  if defined(TARGET_OS_IPHONE) && !defined(INCBIN_SILENCE_BITCODE_WARNING)
+#    warning "incbin is incompatible with bitcode. Using the library will break upload to App Store if you have bitcode enabled. Add `#define INCBIN_SILENCE_BITCODE_WARNING` before including this header to silence this warning."
+#  endif
+/* The directives are different for Apple branded compilers */
 #  define INCBIN_SECTION         INCBIN_OUTPUT_SECTION "\n"
 #  define INCBIN_GLOBAL(NAME)    ".globl " INCBIN_MANGLE INCBIN_STRINGIZE(INCBIN_PREFIX) #NAME "\n"
 #  define INCBIN_INT             ".long "
@@ -179,27 +205,17 @@
 /**
 * @brief Specify the prefix to use for symbol names.
 *
- * By default this is `g', producing symbols of the form:
- * @code
- * #include "incbin.h"
- * INCBIN(Foo, "foo.txt");
+ * @note By default this is "g".
 *
- * // Now you have the following symbols:
- * // const unsigned char gFooData[];
- * // const unsigned char *const gFooEnd;
- * // const unsigned int gFooSize;
- * @endcode
- *
- * If however you specify a prefix before including: e.g:
 * @code
 * #define INCBIN_PREFIX incbin
 * #include "incbin.h"
 * INCBIN(Foo, "foo.txt");
 *
 * // Now you have the following symbols instead:
- * // const unsigned char incbinFooData[];
- * // const unsigned char *const incbinFooEnd;
- * // const unsigned int incbinFooSize;
+ * // const unsigned char incbinFoo<data>[];
+ * // const unsigned char *const incbinFoo<end>;
+ * // const unsigned int incbinFoo<size>;
 * @endcode
 */
 #if !defined(INCBIN_PREFIX)
@@ -213,18 +229,8 @@
 * - INCBIN_STYLE_CAMEL "CamelCase"
 * - INCBIN_STYLE_SNAKE "snake_case"
 *
- * Default option is *INCBIN_STYLE_CAMEL* producing symbols of the form:
- * @code
- * #include "incbin.h"
- * INCBIN(Foo, "foo.txt");
+ * @note By default this is INCBIN_STYLE_CAMEL
 *
- * // Now you have the following symbols:
- * // const unsigned char <prefix>FooData[];
- * // const unsigned char *const <prefix>FooEnd;
- * // const unsigned int <prefix>FooSize;
- * @endcode
- *
- * If however you specify a style before including: e.g:
 * @code
 * #define INCBIN_STYLE INCBIN_STYLE_SNAKE
 * #include "incbin.h"
@@ -261,8 +267,8 @@
    INCBIN_STRINGIZE( \
        INCBIN_STYLE_IDENT(TYPE)) \

-/* Generate the global labels by indirectly invoking the macro
- * with our style type and concatenate the name against them. */
+/* Generate the global labels by indirectly invoking the macro with our style
+ * type and concatenating the name against them. */
 #define INCBIN_GLOBAL_LABELS(NAME, TYPE) \
    INCBIN_INVOKE( \
        INCBIN_GLOBAL, \
@@ -288,23 +294,38 @@
 * The symbol names are a concatenation of `INCBIN_PREFIX' before *NAME*; with
 * "Data", as well as "End" and "Size" after. An example is provided below.
 *
+ * @param TYPE Optional array type. Omitting this picks a default of `unsigned char`.
 * @param NAME The name given for the binary data
 *
 * @code
 * INCBIN_EXTERN(Foo);
 *
 * // Now you have the following symbols:
- * // extern const unsigned char <prefix>FooData[];
- * // extern const unsigned char *const <prefix>FooEnd;
- * // extern const unsigned int <prefix>FooSize;
+ * // extern const unsigned char <prefix>Foo<data>[];
+ * // extern const unsigned char *const <prefix>Foo<end>;
+ * // extern const unsigned int <prefix>Foo<size>;
+ * @endcode
+ * 
+ * You may specify a custom optional data type as well as the first argument.
+ * @code
+ * INCBIN_EXTERN(custom_type, Foo);
+ * 
+ * // Now you have the following symbols:
+ * // extern const custom_type <prefix>Foo<data>[];
+ * // extern const custom_type *const <prefix>Foo<end>;
+ * // extern const unsigned int <prefix>Foo<size>;
 * @endcode
 */
-#define INCBIN_EXTERN(NAME) \
-    INCBIN_EXTERNAL const INCBIN_ALIGN unsigned char \
+#define INCBIN_EXTERN(...) \
+    INCBIN_CONCATENATE(INCBIN_EXTERN_, INCBIN_VA_ARGC(__VA_ARGS__))(__VA_ARGS__)
+#define INCBIN_EXTERN_1(NAME, ...) \
+    INCBIN_EXTERN_2(unsigned char, NAME)
+#define INCBIN_EXTERN_2(TYPE, NAME) \
+    INCBIN_EXTERNAL const INCBIN_ALIGN TYPE \
        INCBIN_CONCATENATE( \
            INCBIN_CONCATENATE(INCBIN_PREFIX, NAME), \
            INCBIN_STYLE_IDENT(DATA))[]; \
-    INCBIN_EXTERNAL const INCBIN_ALIGN unsigned char *const \
+    INCBIN_EXTERNAL const INCBIN_ALIGN TYPE *const \
    INCBIN_CONCATENATE( \
        INCBIN_CONCATENATE(INCBIN_PREFIX, NAME), \
        INCBIN_STYLE_IDENT(END)); \
@@ -313,6 +334,29 @@
            INCBIN_CONCATENATE(INCBIN_PREFIX, NAME), \
            INCBIN_STYLE_IDENT(SIZE))

+/**
+ * @brief Externally reference textual data included in another translation unit.
+ *
+ * Produces three external symbols that reference the textual data included in
+ * another translation unit.
+ *
+ * The symbol names are a concatenation of `INCBIN_PREFIX' before *NAME*; with
+ * "Data", as well as "End" and "Size" after. An example is provided below.
+ *
+ * @param NAME The name given for the textual data
+ *
+ * @code
+ * INCBIN_EXTERN(Foo);
+ *
+ * // Now you have the following symbols:
+ * // extern const char <prefix>Foo<data>[];
+ * // extern const char *const <prefix>Foo<end>;
+ * // extern const unsigned int <prefix>Foo<size>;
+ * @endcode
+ */
+#define INCTXT_EXTERN(NAME) \
+    INCBIN_EXTERN_2(char, NAME)
+
 /**
 * @brief Include a binary file into the current translation unit.
 *
@@ -322,6 +366,7 @@
 * The symbol names are a concatenation of `INCBIN_PREFIX' before *NAME*; with
 * "Data", as well as "End" and "Size" after. An example is provided below.
 *
+ * @param TYPE Optional array type. Omitting this picks a default of `unsigned char`.
 * @param NAME The name to associate with this binary data (as an identifier.)
 * @param FILENAME The file to include (as a string literal.)
 *
@@ -329,9 +374,20 @@
 * INCBIN(Icon, "icon.png");
 *
 * // Now you have the following symbols:
- * // const unsigned char <prefix>IconData[];
- * // const unsigned char *const <prefix>IconEnd;
- * // const unsigned int <prefix>IconSize;
+ * // const unsigned char <prefix>Icon<data>[];
+ * // const unsigned char *const <prefix>Icon<end>;
+ * // const unsigned int <prefix>Icon<size>;
+ * @endcode
+ * 
+ * You may specify a custom optional data type as well as the first argument.
+ * These macros are specialized by arity.
+ * @code
+ * INCBIN(custom_type, Icon, "icon.png");
+ *
+ * // Now you have the following symbols:
+ * // const custom_type <prefix>Icon<data>[];
+ * // const custom_type *const <prefix>Icon<end>;
+ * // const unsigned int <prefix>Icon<size>;
 * @endcode
 *
 * @warning This must be used in global scope
@@ -341,15 +397,28 @@
 * please @see INCBIN_EXTERN.
 */
 #ifdef _MSC_VER
-#define INCBIN(NAME, FILENAME) \
-    INCBIN_EXTERN(NAME)
+#  define INCBIN(NAME, FILENAME) \
+      INCBIN_EXTERN(NAME)
 #else
-#define INCBIN(NAME, FILENAME) \
+#  define INCBIN(...) \
+     INCBIN_CONCATENATE(INCBIN_, INCBIN_VA_ARGC(__VA_ARGS__))(__VA_ARGS__)
+#  if defined(__GNUC__)
+#    define INCBIN_1(...) _Pragma("GCC error \"Single argument INCBIN not allowed\"")
+#  elif defined(__clang__)
+#    define INCBIN_1(...) _Pragma("clang error \"Single argument INCBIN not allowed\"")
+#  else
+#    define INCBIN_1(...) /* Cannot do anything here */
+#  endif
+#  define INCBIN_2(NAME, FILENAME) \
+      INCBIN_3(unsigned char, NAME, FILENAME)
+#  define INCBIN_3(TYPE, NAME, FILENAME) INCBIN_COMMON(TYPE, NAME, FILENAME, /* No terminator for binary data */)
+#  define INCBIN_COMMON(TYPE, NAME, FILENAME, TERMINATOR) \
    __asm__(INCBIN_SECTION \
            INCBIN_GLOBAL_LABELS(NAME, DATA) \
            INCBIN_ALIGN_HOST \
            INCBIN_MANGLE INCBIN_STRINGIZE(INCBIN_PREFIX) #NAME INCBIN_STYLE_STRING(DATA) ":\n" \
            INCBIN_MACRO " \"" FILENAME "\"\n" \
+                TERMINATOR \
            INCBIN_GLOBAL_LABELS(NAME, END) \
            INCBIN_ALIGN_BYTE \
            INCBIN_MANGLE INCBIN_STRINGIZE(INCBIN_PREFIX) #NAME INCBIN_STYLE_STRING(END) ":\n" \
@@ -362,7 +431,46 @@
            INCBIN_ALIGN_HOST \
            ".text\n" \
    ); \
-    INCBIN_EXTERN(NAME)
+    INCBIN_EXTERN(TYPE, NAME)
+#endif

+/**
+ * @brief Include a textual file into the current translation unit.
+ * 
+ * This behaves the same as INCBIN except it produces char compatible arrays
+ * and implicitly adds a null-terminator byte, thus the size of data included
+ * by this is one byte larger than that of INCBIN.
+ *
+ * Includes a textual file into the current translation unit, producing three
+ * symbols for objects that encode the data and size respectively.
+ *
+ * The symbol names are a concatenation of `INCBIN_PREFIX' before *NAME*; with
+ * "Data", as well as "End" and "Size" after. An example is provided below.
+ *
+ * @param NAME The name to associate with this binary data (as an identifier.)
+ * @param FILENAME The file to include (as a string literal.)
+ *
+ * @code
+ * INCTXT(Readme, "readme.txt");
+ *
+ * // Now you have the following symbols:
+ * // const char <prefix>Readme<data>[];
+ * // const char *const <prefix>Readme<end>;
+ * // const unsigned int <prefix>Readme<size>;
+ * @endcode
+ *
+ * @warning This must be used in global scope
+ * @warning The identifiers may be different if INCBIN_STYLE is not default
+ *
+ * To externally reference the data included by this in another translation unit
+ * please @see INCBIN_EXTERN.
+ */
+#if defined(_MSC_VER)
+#  define INCTXT(NAME, FILENAME) \
+     INCBIN_EXTERN(NAME)
+#else
+#  define INCTXT(NAME, FILENAME) \
+     INCBIN_COMMON(char, NAME, FILENAME, INCBIN_BYTE "0\n")
 #endif
-#endif
+
+#endif
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -212,6 +212,37 @@ void* aligned_large_pages_alloc(size_t allocSize) {

 #endif

+bool has_large_pages() {
+
+#if defined(_WIN32)
+
+    constexpr size_t page_size = 2 * 1024 * 1024;  // 2MB page size assumed
+    void*            mem       = aligned_large_pages_alloc_windows(page_size);
+    if (mem == nullptr)
+    {
+        return false;
+    }
+    else
+    {
+        aligned_large_pages_free(mem);
+        return true;
+    }
+
+#elif defined(__linux__)
+
+    #if defined(MADV_HUGEPAGE)
+    return true;
+    #else
+    return false;
+    #endif
+
+#else
+
+    return false;
+
+#endif
+}
+

 // aligned_large_pages_free() will free the previously memory allocated
 // by aligned_large_pages_alloc(). The effect is a nop if mem == nullptr.
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -38,6 +38,8 @@ void  std_aligned_free(void* ptr);
 void* aligned_large_pages_alloc(size_t size);
 void  aligned_large_pages_free(void* mem);

+bool has_large_pages();
+
 // Frees memory which was placed there with placement new.
 // Works for both single objects and arrays of unknown bound.
 template<typename T, typename FREE_FUNC>
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -18,7 +18,9 @@

 #include "misc.h"

+#include <array>
 #include <atomic>
+#include <cassert>
 #include <cctype>
 #include <cmath>
 #include <cstdlib>
@@ -38,7 +40,7 @@ namespace Stockfish {
 namespace {

 // Version number or dev.
-constexpr std::string_view version = "17";
+constexpr std::string_view version = "dev";

 // Our fancy logging facility. The trick here is to replace cin.rdbuf() and
 // cout.rdbuf() with two Tie objects that tie cin and cout to a file stream. We
@@ -122,7 +124,7 @@ class Logger {
 //
 // For releases (non-dev builds) we only include the version number:
 //      Stockfish version
-std::string engine_info(bool to_uci) {
+std::string engine_version_info() {
    std::stringstream ss;
    ss << "Stockfish " << version << std::setfill('0');

@@ -151,11 +153,14 @@ std::string engine_info(bool to_uci) {
 #endif
    }

-    ss << (to_uci ? "\nid author " : " by ") << "the Stockfish developers (see AUTHORS file)";
-
    return ss.str();
 }

+std::string engine_info(bool to_uci) {
+    return engine_version_info() + (to_uci ? "\nid author " : " by ")
+         + "the Stockfish developers (see AUTHORS file)";
+}
+

 // Returns a string trying to describe the compiler we use
 std::string compiler_info() {
@@ -284,7 +289,10 @@ template<size_t N>
 struct DebugInfo {
    std::atomic<int64_t> data[N] = {0};

-    constexpr std::atomic<int64_t>& operator[](int index) { return data[index]; }
+    [[nodiscard]] constexpr std::atomic<int64_t>& operator[](size_t index) {
+        assert(index < N);
+        return data[index];
+    }
 };

 struct DebugExtremes: public DebugInfo<3> {
@@ -294,54 +302,54 @@ struct DebugExtremes: public DebugInfo<3> {
    }
 };

-DebugInfo<2>  hit[MaxDebugSlots];
-DebugInfo<2>  mean[MaxDebugSlots];
-DebugInfo<3>  stdev[MaxDebugSlots];
-DebugInfo<6>  correl[MaxDebugSlots];
-DebugExtremes extremes[MaxDebugSlots];
+std::array<DebugInfo<2>, MaxDebugSlots>  hit;
+std::array<DebugInfo<2>, MaxDebugSlots>  mean;
+std::array<DebugInfo<3>, MaxDebugSlots>  stdev;
+std::array<DebugInfo<6>, MaxDebugSlots>  correl;
+std::array<DebugExtremes, MaxDebugSlots> extremes;

 }  // namespace

 void dbg_hit_on(bool cond, int slot) {

-    ++hit[slot][0];
+    ++hit.at(slot)[0];
    if (cond)
-        ++hit[slot][1];
+        ++hit.at(slot)[1];
 }

 void dbg_mean_of(int64_t value, int slot) {

-    ++mean[slot][0];
-    mean[slot][1] += value;
+    ++mean.at(slot)[0];
+    mean.at(slot)[1] += value;
 }

 void dbg_stdev_of(int64_t value, int slot) {

-    ++stdev[slot][0];
-    stdev[slot][1] += value;
-    stdev[slot][2] += value * value;
+    ++stdev.at(slot)[0];
+    stdev.at(slot)[1] += value;
+    stdev.at(slot)[2] += value * value;
 }

 void dbg_extremes_of(int64_t value, int slot) {
-    ++extremes[slot][0];
+    ++extremes.at(slot)[0];

-    int64_t current_max = extremes[slot][1].load();
-    while (current_max < value && !extremes[slot][1].compare_exchange_weak(current_max, value))
+    int64_t current_max = extremes.at(slot)[1].load();
+    while (current_max < value && !extremes.at(slot)[1].compare_exchange_weak(current_max, value))
    {}

-    int64_t current_min = extremes[slot][2].load();
-    while (current_min > value && !extremes[slot][2].compare_exchange_weak(current_min, value))
+    int64_t current_min = extremes.at(slot)[2].load();
+    while (current_min > value && !extremes.at(slot)[2].compare_exchange_weak(current_min, value))
    {}
 }

 void dbg_correl_of(int64_t value1, int64_t value2, int slot) {

-    ++correl[slot][0];
-    correl[slot][1] += value1;
-    correl[slot][2] += value1 * value1;
-    correl[slot][3] += value2;
-    correl[slot][4] += value2 * value2;
-    correl[slot][5] += value1 * value2;
+    ++correl.at(slot)[0];
+    correl.at(slot)[1] += value1;
+    correl.at(slot)[2] += value1 * value1;
+    correl.at(slot)[3] += value2;
+    correl.at(slot)[4] += value2 * value2;
+    correl.at(slot)[5] += value1 * value2;
 }

 void dbg_print() {
@@ -451,7 +459,7 @@ void remove_whitespace(std::string& s) {
    s.erase(std::remove_if(s.begin(), s.end(), [](char c) { return std::isspace(c); }), s.end());
 }

-bool is_whitespace(const std::string& s) {
+bool is_whitespace(std::string_view s) {
    return std::all_of(s.begin(), s.end(), [](char c) { return std::isspace(c); });
 }

@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -20,6 +20,7 @@
 #define MISC_H_INCLUDED

 #include <algorithm>
+#include <array>
 #include <cassert>
 #include <chrono>
 #include <cstddef>
@@ -28,6 +29,7 @@
 #include <iosfwd>
 #include <optional>
 #include <string>
+#include <string_view>
 #include <vector>

 #define stringify2(x) #x
@@ -35,6 +37,7 @@

 namespace Stockfish {

+std::string engine_version_info();
 std::string engine_info(bool to_uci = false);
 std::string compiler_info();

@@ -79,8 +82,8 @@ inline TimePoint now() {
      .count();
 }

-inline std::vector<std::string> split(const std::string& s, const std::string& delimiter) {
-    std::vector<std::string> res;
+inline std::vector<std::string_view> split(std::string_view s, std::string_view delimiter) {
+    std::vector<std::string_view> res;

    if (s.empty())
        return res;
@@ -102,7 +105,7 @@ inline std::vector<std::string> split(const std::string& s, const std::string& d
 }

 void remove_whitespace(std::string& s);
-bool is_whitespace(const std::string& s);
+bool is_whitespace(std::string_view s);

 enum SyncCout {
    IO_LOCK,
@@ -117,11 +120,8 @@ void sync_cout_start();
 void sync_cout_end();

 // True if and only if the binary is compiled on a little-endian machine
-static inline const union {
-    uint32_t i;
-    char     c[4];
-} Le                                    = {0x01020304};
-static inline const bool IsLittleEndian = (Le.c[0] == 4);
+static inline const std::uint16_t Le             = 1;
+static inline const bool          IsLittleEndian = *reinterpret_cast<const char*>(&Le) == 1;


 template<typename T, std::size_t MaxSize>
@@ -140,6 +140,92 @@ class ValueList {
 };


+template<typename T, std::size_t Size, std::size_t... Sizes>
+class MultiArray;
+
+namespace Detail {
+
+template<typename T, std::size_t Size, std::size_t... Sizes>
+struct MultiArrayHelper {
+    using ChildType = MultiArray<T, Sizes...>;
+};
+
+template<typename T, std::size_t Size>
+struct MultiArrayHelper<T, Size> {
+    using ChildType = T;
+};
+
+}
+
+// MultiArray is a generic N-dimensional array.
+// The template parameters (Size and Sizes) encode the dimensions of the array.
+template<typename T, std::size_t Size, std::size_t... Sizes>
+class MultiArray {
+    using ChildType = typename Detail::MultiArrayHelper<T, Size, Sizes...>::ChildType;
+    using ArrayType = std::array<ChildType, Size>;
+    ArrayType data_;
+
+   public:
+    using value_type             = typename ArrayType::value_type;
+    using size_type              = typename ArrayType::size_type;
+    using difference_type        = typename ArrayType::difference_type;
+    using reference              = typename ArrayType::reference;
+    using const_reference        = typename ArrayType::const_reference;
+    using pointer                = typename ArrayType::pointer;
+    using const_pointer          = typename ArrayType::const_pointer;
+    using iterator               = typename ArrayType::iterator;
+    using const_iterator         = typename ArrayType::const_iterator;
+    using reverse_iterator       = typename ArrayType::reverse_iterator;
+    using const_reverse_iterator = typename ArrayType::const_reverse_iterator;
+
+    constexpr auto&       at(size_type index) noexcept { return data_.at(index); }
+    constexpr const auto& at(size_type index) const noexcept { return data_.at(index); }
+
+    constexpr auto&       operator[](size_type index) noexcept { return data_[index]; }
+    constexpr const auto& operator[](size_type index) const noexcept { return data_[index]; }
+
+    constexpr auto&       front() noexcept { return data_.front(); }
+    constexpr const auto& front() const noexcept { return data_.front(); }
+    constexpr auto&       back() noexcept { return data_.back(); }
+    constexpr const auto& back() const noexcept { return data_.back(); }
+
+    auto*       data() { return data_.data(); }
+    const auto* data() const { return data_.data(); }
+
+    constexpr auto begin() noexcept { return data_.begin(); }
+    constexpr auto end() noexcept { return data_.end(); }
+    constexpr auto begin() const noexcept { return data_.begin(); }
+    constexpr auto end() const noexcept { return data_.end(); }
+    constexpr auto cbegin() const noexcept { return data_.cbegin(); }
+    constexpr auto cend() const noexcept { return data_.cend(); }
+
+    constexpr auto rbegin() noexcept { return data_.rbegin(); }
+    constexpr auto rend() noexcept { return data_.rend(); }
+    constexpr auto rbegin() const noexcept { return data_.rbegin(); }
+    constexpr auto rend() const noexcept { return data_.rend(); }
+    constexpr auto crbegin() const noexcept { return data_.crbegin(); }
+    constexpr auto crend() const noexcept { return data_.crend(); }
+
+    constexpr bool      empty() const noexcept { return data_.empty(); }
+    constexpr size_type size() const noexcept { return data_.size(); }
+    constexpr size_type max_size() const noexcept { return data_.max_size(); }
+
+    template<typename U>
+    void fill(const U& v) {
+        static_assert(std::is_assignable_v<T, U>, "Cannot assign fill value to entry type");
+        for (auto& ele : data_)
+        {
+            if constexpr (sizeof...(Sizes) == 0)
+                ele = v;
+            else
+                ele.fill(v);
+        }
+    }
+
+    constexpr void swap(MultiArray<T, Size, Sizes...>& other) noexcept { data_.swap(other.data_); }
+};
+
+
 // xorshift64star Pseudo-Random Number Generator
 // This class is based on original code written and dedicated
 // to the public domain by Sebastiano Vigna (2014).
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -18,11 +18,11 @@

 #include "movepick.h"

-#include <algorithm>
 #include <cassert>
-#include <utility>
+#include <limits>

 #include "bitboard.h"
+#include "misc.h"
 #include "position.h"

 namespace Stockfish {
@@ -82,16 +82,20 @@ MovePicker::MovePicker(const Position&              p,
                       Move                         ttm,
                       Depth                        d,
                       const ButterflyHistory*      mh,
+                       const LowPlyHistory*         lph,
                       const CapturePieceToHistory* cph,
                       const PieceToHistory**       ch,
-                       const PawnHistory*           ph) :
+                       const PawnHistory*           ph,
+                       int                          pl) :
    pos(p),
    mainHistory(mh),
+    lowPlyHistory(lph),
    captureHistory(cph),
    continuationHistory(ch),
    pawnHistory(ph),
    ttMove(ttm),
-    depth(d) {
+    depth(d),
+    ply(pl) {

    if (pos.checkers())
        stage = EVASION_TT + !(ttm && pos.pseudo_legal(ttm));
@@ -152,12 +156,13 @@ void MovePicker::score() {
            Square    to   = m.to_sq();

            // histories
-            m.value = (*mainHistory)[pos.side_to_move()][m.from_to()];
+            m.value = 2 * (*mainHistory)[pos.side_to_move()][m.from_to()];
            m.value += 2 * (*pawnHistory)[pawn_structure_index(pos)][pc][to];
-            m.value += 2 * (*continuationHistory[0])[pc][to];
+            m.value += (*continuationHistory[0])[pc][to];
            m.value += (*continuationHistory[1])[pc][to];
-            m.value += (*continuationHistory[2])[pc][to] / 3;
+            m.value += (*continuationHistory[2])[pc][to];
            m.value += (*continuationHistory[3])[pc][to];
+            m.value += (*continuationHistory[4])[pc][to] / 3;
            m.value += (*continuationHistory[5])[pc][to];

            // bonus for checks
@@ -171,16 +176,18 @@ void MovePicker::score() {
                                               : 0;

            // malus for putting piece en prise
-            m.value -= (pt == QUEEN  ? bool(to & threatenedByRook) * 49000
-                        : pt == ROOK ? bool(to & threatenedByMinor) * 24335
-                                     : bool(to & threatenedByPawn) * 14900);
+            m.value -= (pt == QUEEN ? bool(to & threatenedByRook) * 49000
+                        : pt == ROOK && bool(to & threatenedByMinor) ? 24335
+                                                                     : 0);
+
+            if (ply < LOW_PLY_HISTORY_SIZE)
+                m.value += 8 * (*lowPlyHistory)[ply][m.from_to()] / (1 + 2 * ply);
        }

        else  // Type == EVASIONS
        {
            if (pos.capture_stage(m))
-                m.value =
-                  PieceValue[pos.piece_on(m.to_sq())] - type_of(pos.moved_piece(m)) + (1 << 28);
+                m.value = PieceValue[pos.piece_on(m.to_sq())] + (1 << 28);
            else
                m.value = (*mainHistory)[pos.side_to_move()][m.from_to()]
                        + (*continuationHistory[0])[pos.moved_piece(m)][m.to_sq()]
@@ -190,26 +197,20 @@ void MovePicker::score() {

 // Returns the next move satisfying a predicate function.
 // This never returns the TT move, as it was emitted before.
-template<MovePicker::PickType T, typename Pred>
+template<typename Pred>
 Move MovePicker::select(Pred filter) {

-    while (cur < endMoves)
-    {
-        if constexpr (T == Best)
-            std::swap(*cur, *std::max_element(cur, endMoves));
-
+    for (; cur < endMoves; ++cur)
        if (*cur != ttMove && filter())
            return *cur++;

-        cur++;
-    }
    return Move::none();
 }

 // This is the most important method of the MovePicker class. We emit one
 // new pseudo-legal move on every call until there are no more moves left,
 // picking the move with the highest score from a list of generated moves.
-Move MovePicker::next_move(bool skipQuiets) {
+Move MovePicker::next_move() {

    auto quiet_threshold = [](Depth d) { return -3560 * d; };

@@ -236,7 +237,7 @@ top:
        goto top;

    case GOOD_CAPTURE :
-        if (select<Next>([&]() {
+        if (select([&]() {
                // Move losing capture to endBadCaptures to be tried later
                return pos.see_ge(*cur, -cur->value / 18) ? true
                                                          : (*endBadCaptures++ = *cur, false);
@@ -260,7 +261,7 @@ top:
        [[fallthrough]];

    case GOOD_QUIET :
-        if (!skipQuiets && select<Next>([]() { return true; }))
+        if (!skipQuiets && select([]() { return true; }))
        {
            if ((cur - 1)->value > -7998 || (cur - 1)->value <= quiet_threshold(depth))
                return *(cur - 1);
@@ -277,7 +278,7 @@ top:
        [[fallthrough]];

    case BAD_CAPTURE :
-        if (select<Next>([]() { return true; }))
+        if (select([]() { return true; }))
            return *(cur - 1);

        // Prepare the pointers to loop over the bad quiets
@@ -289,7 +290,7 @@ top:

    case BAD_QUIET :
        if (!skipQuiets)
-            return select<Next>([]() { return true; });
+            return select([]() { return true; });

        return Move::none();

@@ -298,21 +299,22 @@ top:
        endMoves = generate<EVASIONS>(pos, cur);

        score<EVASIONS>();
+        partial_insertion_sort(cur, endMoves, std::numeric_limits<int>::min());
        ++stage;
        [[fallthrough]];

    case EVASION :
-        return select<Best>([]() { return true; });
+    case QCAPTURE :
+        return select([]() { return true; });

    case PROBCUT :
-        return select<Next>([&]() { return pos.see_ge(*cur, threshold); });
-
-    case QCAPTURE :
-        return select<Next>([]() { return true; });
+        return select([&]() { return pos.see_ge(*cur, threshold); });
    }

    assert(false);
    return Move::none();  // Silence warning
 }

+void MovePicker::skip_quiet_moves() { skipQuiets = true; }
+
 }  // namespace Stockfish
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -19,123 +19,13 @@
 #ifndef MOVEPICK_H_INCLUDED
 #define MOVEPICK_H_INCLUDED

-#include <algorithm>
-#include <array>
-#include <cassert>
-#include <cmath>
-#include <cstdint>
-#include <cstdlib>
-#include <limits>
-#include <type_traits>  // IWYU pragma: keep
-
+#include "history.h"
 #include "movegen.h"
-#include "position.h"
 #include "types.h"

 namespace Stockfish {

-constexpr int PAWN_HISTORY_SIZE        = 512;    // has to be a power of 2
-constexpr int CORRECTION_HISTORY_SIZE  = 16384;  // has to be a power of 2
-constexpr int CORRECTION_HISTORY_LIMIT = 1024;
-
-static_assert((PAWN_HISTORY_SIZE & (PAWN_HISTORY_SIZE - 1)) == 0,
-              "PAWN_HISTORY_SIZE has to be a power of 2");
-
-static_assert((CORRECTION_HISTORY_SIZE & (CORRECTION_HISTORY_SIZE - 1)) == 0,
-              "CORRECTION_HISTORY_SIZE has to be a power of 2");
-
-enum PawnHistoryType {
-    Normal,
-    Correction
-};
-
-template<PawnHistoryType T = Normal>
-inline int pawn_structure_index(const Position& pos) {
-    return pos.pawn_key() & ((T == Normal ? PAWN_HISTORY_SIZE : CORRECTION_HISTORY_SIZE) - 1);
-}
-
-// StatsEntry stores the stat table value. It is usually a number but could
-// be a move or even a nested history. We use a class instead of a naked value
-// to directly call history update operator<<() on the entry so to use stats
-// tables at caller sites as simple multi-dim arrays.
-template<typename T, int D>
-class StatsEntry {
-
-    T entry;
-
-   public:
-    void operator=(const T& v) { entry = v; }
-    T*   operator&() { return &entry; }
-    T*   operator->() { return &entry; }
-    operator const T&() const { return entry; }
-
-    void operator<<(int bonus) {
-        static_assert(D <= std::numeric_limits<T>::max(), "D overflows T");
-
-        // Make sure that bonus is in range [-D, D]
-        int clampedBonus = std::clamp(bonus, -D, D);
-        entry += clampedBonus - entry * std::abs(clampedBonus) / D;
-
-        assert(std::abs(entry) <= D);
-    }
-};
-
-// Stats is a generic N-dimensional array used to store various statistics.
-// The first template parameter T is the base type of the array, and the second
-// template parameter D limits the range of updates in [-D, D] when we update
-// values with the << operator, while the last parameters (Size and Sizes)
-// encode the dimensions of the array.
-template<typename T, int D, int Size, int... Sizes>
-struct Stats: public std::array<Stats<T, D, Sizes...>, Size> {
-    using stats = Stats<T, D, Size, Sizes...>;
-
-    void fill(const T& v) {
-
-        // For standard-layout 'this' points to the first struct member
-        assert(std::is_standard_layout_v<stats>);
-
-        using entry = StatsEntry<T, D>;
-        entry* p    = reinterpret_cast<entry*>(this);
-        std::fill(p, p + sizeof(*this) / sizeof(entry), v);
-    }
-};
-
-template<typename T, int D, int Size>
-struct Stats<T, D, Size>: public std::array<StatsEntry<T, D>, Size> {};
-
-// In stats table, D=0 means that the template parameter is not used
-enum StatsParams {
-    NOT_USED = 0
-};
-enum StatsType {
-    NoCaptures,
-    Captures
-};
-
-// ButterflyHistory records how often quiet moves have been successful or unsuccessful
-// during the current search, and is used for reduction and move ordering decisions.
-// It uses 2 tables (one for each color) indexed by the move's from and to squares,
-// see www.chessprogramming.org/Butterfly_Boards (~11 elo)
-using ButterflyHistory = Stats<int16_t, 7183, COLOR_NB, int(SQUARE_NB) * int(SQUARE_NB)>;
-
-// CapturePieceToHistory is addressed by a move's [piece][to][captured piece type]
-using CapturePieceToHistory = Stats<int16_t, 10692, PIECE_NB, SQUARE_NB, PIECE_TYPE_NB>;
-
-// PieceToHistory is like ButterflyHistory but is addressed by a move's [piece][to]
-using PieceToHistory = Stats<int16_t, 29952, PIECE_NB, SQUARE_NB>;
-
-// ContinuationHistory is the combined history of a given pair of moves, usually
-// the current one given a previous one. The nested history table is based on
-// PieceToHistory instead of ButterflyBoards.
-// (~63 elo)
-using ContinuationHistory = Stats<PieceToHistory, NOT_USED, PIECE_NB, SQUARE_NB>;
-
-// PawnHistory is addressed by the pawn structure and a move's [piece][to]
-using PawnHistory = Stats<int16_t, 8192, PAWN_HISTORY_SIZE, PIECE_NB, SQUARE_NB>;
-
-// CorrectionHistory is addressed by color and pawn structure
-using CorrectionHistory =
-  Stats<int16_t, CORRECTION_HISTORY_LIMIT, COLOR_NB, CORRECTION_HISTORY_SIZE>;
+class Position;

 // The MovePicker class is used to pick one pseudo-legal move at a time from the
 // current position. The most important method is next_move(), which emits one
@@ -145,11 +35,6 @@ using CorrectionHistory =
 // a cut-off first.
 class MovePicker {

-    enum PickType {
-        Next,
-        Best
-    };
-
   public:
    MovePicker(const MovePicker&)            = delete;
    MovePicker& operator=(const MovePicker&) = delete;
@@ -157,14 +42,17 @@ class MovePicker {
               Move,
               Depth,
               const ButterflyHistory*,
+               const LowPlyHistory*,
               const CapturePieceToHistory*,
               const PieceToHistory**,
-               const PawnHistory*);
+               const PawnHistory*,
+               int);
    MovePicker(const Position&, Move, int, const CapturePieceToHistory*);
-    Move next_move(bool skipQuiets = false);
+    Move next_move();
+    void skip_quiet_moves();

   private:
-    template<PickType T, typename Pred>
+    template<typename Pred>
    Move select(Pred);
    template<GenType>
    void     score();
@@ -173,6 +61,7 @@ class MovePicker {

    const Position&              pos;
    const ButterflyHistory*      mainHistory;
+    const LowPlyHistory*         lowPlyHistory;
    const CapturePieceToHistory* captureHistory;
    const PieceToHistory**       continuationHistory;
    const PawnHistory*           pawnHistory;
@@ -181,6 +70,8 @@ class MovePicker {
    int                          stage;
    int                          threshold;
    Depth                        depth;
+    int                          ply;
+    bool                         skipQuiets = false;
    ExtMove                      moves[MAX_MOVES];
 };

@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -38,17 +38,41 @@
 namespace Stockfish::Eval::NNUE::Layers {

 #if (USE_SSSE3 | (USE_NEON >= 8))
-alignas(CacheLineSize) static inline const
-  std::array<std::array<std::uint16_t, 8>, 256> lookup_indices = []() {
-      std::array<std::array<std::uint16_t, 8>, 256> v{};
-      for (unsigned i = 0; i < 256; ++i)
-      {
-          std::uint64_t j = i, k = 0;
-          while (j)
-              v[i][k++] = pop_lsb(j);
-      }
-      return v;
-  }();
+static constexpr int lsb_index64[64] = {
+  0,  47, 1,  56, 48, 27, 2,  60, 57, 49, 41, 37, 28, 16, 3,  61, 54, 58, 35, 52, 50, 42,
+  21, 44, 38, 32, 29, 23, 17, 11, 4,  62, 46, 55, 26, 59, 40, 36, 15, 53, 34, 51, 20, 43,
+  31, 22, 10, 45, 25, 39, 14, 33, 19, 30, 9,  24, 13, 18, 8,  12, 7,  6,  5,  63};
+
+constexpr int constexpr_lsb(uint64_t bb) {
+    assert(bb != 0);
+    constexpr uint64_t debruijn64 = 0x03F79D71B4CB0A89ULL;
+    return lsb_index64[((bb ^ (bb - 1)) * debruijn64) >> 58];
+}
+
+alignas(CacheLineSize) static constexpr struct OffsetIndices {
+
+    #if (USE_SSE41)
+    std::uint8_t offset_indices[256][8];
+    #else
+    std::uint16_t offset_indices[256][8];
+    #endif
+
+    constexpr OffsetIndices() :
+        offset_indices() {
+        for (int i = 0; i < 256; ++i)
+        {
+            std::uint64_t j = i, k = 0;
+            while (j)
+            {
+                offset_indices[i][k++] = constexpr_lsb(j);
+                j &= j - 1;
+            }
+            while (k < 8)
+                offset_indices[i][k++] = 0;
+        }
+    }
+
+} Lookup;

 // Find indices of nonzero numbers in an int32_t array
 template<const IndexType InputDimensions>
@@ -74,7 +98,11 @@ void find_nnz(const std::int32_t* input, std::uint16_t* out, IndexType& count_ou
    using vec128_t = __m128i;
        #define vec128_zero _mm_setzero_si128()
        #define vec128_set_16(a) _mm_set1_epi16(a)
-        #define vec128_load(a) _mm_load_si128(a)
+        #if (USE_SSE41)
+            #define vec128_load(a) _mm_cvtepu8_epi16(_mm_loadl_epi64(a))
+        #else
+            #define vec128_load(a) _mm_load_si128(a)
+        #endif
        #define vec128_storeu(a, b) _mm_storeu_si128(a, b)
        #define vec128_add(a, b) _mm_add_epi16(a, b)
    #elif defined(USE_NEON)
@@ -110,9 +138,9 @@ void find_nnz(const std::int32_t* input, std::uint16_t* out, IndexType& count_ou
        }
        for (IndexType j = 0; j < OutputsPerChunk; ++j)
        {
-            const auto lookup = (nnz >> (j * 8)) & 0xFF;
-            const auto offsets =
-              vec128_load(reinterpret_cast<const vec128_t*>(&lookup_indices[lookup]));
+            const unsigned lookup = (nnz >> (j * 8)) & 0xFF;
+            const vec128_t offsets =
+              vec128_load(reinterpret_cast<const vec128_t*>(&Lookup.offset_indices[lookup]));
            vec128_storeu(reinterpret_cast<vec128_t*>(out + count), vec128_add(base, offsets));
            count += popcount(lookup);
            base = vec128_add(base, increment);
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -26,8 +26,10 @@
 #include <type_traits>
 #include <vector>

-#include "../evaluate.h"
+#define INCBIN_SILENCE_BITCODE_WARNING
 #include "../incbin/incbin.h"
+
+#include "../evaluate.h"
 #include "../memory.h"
 #include "../misc.h"
 #include "../position.h"
@@ -36,7 +38,6 @@
 #include "nnue_common.h"
 #include "nnue_misc.h"

-namespace {
 // Macro to embed the default efficiently updatable neural network (NNUE) file
 // data in the engine binary (using incbin.h, by Dale Weiler).
 // This macro invocation will declare the following three variables
@@ -56,6 +57,8 @@ const unsigned char* const gEmbeddedNNUESmallEnd     = &gEmbeddedNNUESmallData[1
 const unsigned int         gEmbeddedNNUESmallSize    = 1;
 #endif

+namespace {
+
 struct EmbeddedNNUE {
    EmbeddedNNUE(const unsigned char* embeddedData,
                 const unsigned char* embeddedEnd,
@@ -98,7 +101,7 @@ bool read_parameters(std::istream& stream, T& reference) {

 // Write evaluation function parameters
 template<typename T>
-bool write_parameters(std::ostream& stream, const T& reference) {
+bool write_parameters(std::ostream& stream, T& reference) {

    write_little_endian<std::uint32_t>(stream, T::get_hash_value());
    return reference.write_parameters(stream);
@@ -234,35 +237,44 @@ Network<Arch, Transformer>::evaluate(const Position&                         pos


 template<typename Arch, typename Transformer>
-void Network<Arch, Transformer>::verify(std::string evalfilePath) const {
+void Network<Arch, Transformer>::verify(std::string                                  evalfilePath,
+                                        const std::function<void(std::string_view)>& f) const {
    if (evalfilePath.empty())
        evalfilePath = evalFile.defaultName;

    if (evalFile.current != evalfilePath)
    {
-        std::string msg1 =
-          "Network evaluation parameters compatible with the engine must be available.";
-        std::string msg2 = "The network file " + evalfilePath + " was not loaded successfully.";
-        std::string msg3 = "The UCI option EvalFile might need to specify the full path, "
-                           "including the directory name, to the network file.";
-        std::string msg4 = "The default net can be downloaded from: "
-                           "https://tests.stockfishchess.org/api/nn/"
-                         + evalFile.defaultName;
-        std::string msg5 = "The engine will be terminated now.";
+        if (f)
+        {
+            std::string msg1 =
+              "Network evaluation parameters compatible with the engine must be available.";
+            std::string msg2 = "The network file " + evalfilePath + " was not loaded successfully.";
+            std::string msg3 = "The UCI option EvalFile might need to specify the full path, "
+                               "including the directory name, to the network file.";
+            std::string msg4 = "The default net can be downloaded from: "
+                               "https://tests.stockfishchess.org/api/nn/"
+                             + evalFile.defaultName;
+            std::string msg5 = "The engine will be terminated now.";
+
+            std::string msg = "ERROR: " + msg1 + '\n' + "ERROR: " + msg2 + '\n' + "ERROR: " + msg3
+                            + '\n' + "ERROR: " + msg4 + '\n' + "ERROR: " + msg5 + '\n';
+
+            f(msg);
+        }

-        sync_cout << "info string ERROR: " << msg1 << sync_endl;
-        sync_cout << "info string ERROR: " << msg2 << sync_endl;
-        sync_cout << "info string ERROR: " << msg3 << sync_endl;
-        sync_cout << "info string ERROR: " << msg4 << sync_endl;
-        sync_cout << "info string ERROR: " << msg5 << sync_endl;
        exit(EXIT_FAILURE);
    }

-    size_t size = sizeof(*featureTransformer) + sizeof(Arch) * LayerStacks;
-    sync_cout << "info string NNUE evaluation using " << evalfilePath << " ("
-              << size / (1024 * 1024) << "MiB, (" << featureTransformer->InputDimensions << ", "
-              << network[0].TransformedFeatureDimensions << ", " << network[0].FC_0_OUTPUTS << ", "
-              << network[0].FC_1_OUTPUTS << ", 1))" << sync_endl;
+    if (f)
+    {
+        size_t size = sizeof(*featureTransformer) + sizeof(Arch) * LayerStacks;
+        f("info string NNUE evaluation using " + evalfilePath + " ("
+          + std::to_string(size / (1024 * 1024)) + "MiB, ("
+          + std::to_string(featureTransformer->InputDimensions) + ", "
+          + std::to_string(network[0].TransformedFeatureDimensions) + ", "
+          + std::to_string(network[0].FC_0_OUTPUTS) + ", " + std::to_string(network[0].FC_1_OUTPUTS)
+          + ", 1))");
+    }
 }


@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -20,9 +20,11 @@
 #define NETWORK_H_INCLUDED

 #include <cstdint>
+#include <functional>
 #include <iostream>
 #include <optional>
 #include <string>
+#include <string_view>
 #include <tuple>
 #include <utility>

@@ -68,7 +70,7 @@ class Network {
    void hint_common_access(const Position&                         pos,
                            AccumulatorCaches::Cache<FTDimensions>* cache) const;

-    void          verify(std::string evalfilePath) const;
+    void verify(std::string evalfilePath, const std::function<void(std::string_view)>&) const;
    NnueEvalTrace trace_evaluate(const Position&                         pos,
                                 AccumulatorCaches::Cache<FTDimensions>* cache) const;

@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -80,11 +80,6 @@ struct AccumulatorCaches {
                    entry.clear(network.featureTransformer->biases);
        }

-        void clear(const BiasType* biases) {
-            for (auto& entry : entries)
-                entry.clear(biases);
-        }
-
        std::array<Entry, COLOR_NB>& operator[](Square sq) { return entries[sq]; }

        std::array<std::array<Entry, COLOR_NB>, SQUARE_NB> entries;
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -26,6 +26,7 @@
 #include <cstdint>
 #include <cstring>
 #include <iosfwd>
+#include <type_traits>
 #include <utility>

 #include "../position.h"
@@ -145,11 +146,51 @@ using psqt_vec_t = int32x4_t;

 #endif

+// Returns the inverse of a permutation
+template<std::size_t Len>
+constexpr std::array<std::size_t, Len>
+invert_permutation(const std::array<std::size_t, Len>& order) {
+    std::array<std::size_t, Len> inverse{};
+    for (std::size_t i = 0; i < order.size(); i++)
+        inverse[order[i]] = i;
+    return inverse;
+}

+// Divide a byte region of size TotalSize to chunks of size
+// BlockSize, and permute the blocks by a given order
+template<std::size_t BlockSize, typename T, std::size_t N, std::size_t OrderSize>
+void permute(T (&data)[N], const std::array<std::size_t, OrderSize>& order) {
+    constexpr std::size_t TotalSize = N * sizeof(T);
+
+    static_assert(TotalSize % (BlockSize * OrderSize) == 0,
+                  "ChunkSize * OrderSize must perfectly divide TotalSize");
+
+    constexpr std::size_t ProcessChunkSize = BlockSize * OrderSize;
+
+    std::array<std::byte, ProcessChunkSize> buffer{};
+
+    std::byte* const bytes = reinterpret_cast<std::byte*>(data);
+
+    for (std::size_t i = 0; i < TotalSize; i += ProcessChunkSize)
+    {
+        std::byte* const values = &bytes[i];
+
+        for (std::size_t j = 0; j < OrderSize; j++)
+        {
+            auto* const buffer_chunk = &buffer[j * BlockSize];
+            auto* const value_chunk  = &values[order[j] * BlockSize];
+
+            std::copy(value_chunk, value_chunk + BlockSize, buffer_chunk);
+        }
+
+        std::copy(std::begin(buffer), std::end(buffer), values);
+    }
+}
+
+// Compute optimal SIMD register count for feature transformer accumulation.
+template<IndexType TransformedFeatureWidth, IndexType HalfDimensions>
+class SIMDTiling {
 #ifdef VECTOR
-
-    // Compute optimal SIMD register count for feature transformer accumulation.
-
    // We use __m* types as template arguments, which causes GCC to emit warnings
    // about losing some attribute information. This is irrelevant to us as we
    // only take their size, so the following pragma are harmless.
@@ -158,33 +199,47 @@ using psqt_vec_t = int32x4_t;
        #pragma GCC diagnostic ignored "-Wignored-attributes"
    #endif

-template<typename SIMDRegisterType, typename LaneType, int NumLanes, int MaxRegisters>
-static constexpr int BestRegisterCount() {
-    #define RegisterSize sizeof(SIMDRegisterType)
-    #define LaneSize sizeof(LaneType)
+    template<typename SIMDRegisterType, typename LaneType, int NumLanes, int MaxRegisters>
+    static constexpr int BestRegisterCount() {
+        constexpr std::size_t RegisterSize = sizeof(SIMDRegisterType);
+        constexpr std::size_t LaneSize     = sizeof(LaneType);

-    static_assert(RegisterSize >= LaneSize);
-    static_assert(MaxRegisters <= NumRegistersSIMD);
-    static_assert(MaxRegisters > 0);
-    static_assert(NumRegistersSIMD > 0);
-    static_assert(RegisterSize % LaneSize == 0);
-    static_assert((NumLanes * LaneSize) % RegisterSize == 0);
+        static_assert(RegisterSize >= LaneSize);
+        static_assert(MaxRegisters <= NumRegistersSIMD);
+        static_assert(MaxRegisters > 0);
+        static_assert(NumRegistersSIMD > 0);
+        static_assert(RegisterSize % LaneSize == 0);
+        static_assert((NumLanes * LaneSize) % RegisterSize == 0);

-    const int ideal = (NumLanes * LaneSize) / RegisterSize;
-    if (ideal <= MaxRegisters)
-        return ideal;
+        const int ideal = (NumLanes * LaneSize) / RegisterSize;
+        if (ideal <= MaxRegisters)
+            return ideal;

-    // Look for the largest divisor of the ideal register count that is smaller than MaxRegisters
-    for (int divisor = MaxRegisters; divisor > 1; --divisor)
-        if (ideal % divisor == 0)
-            return divisor;
+        // Look for the largest divisor of the ideal register count that is smaller than MaxRegisters
+        for (int divisor = MaxRegisters; divisor > 1; --divisor)
+            if (ideal % divisor == 0)
+                return divisor;
+
+        return 1;
+    }

-    return 1;
-}
    #if defined(__GNUC__)
        #pragma GCC diagnostic pop
    #endif
+
+   public:
+    static constexpr int NumRegs =
+      BestRegisterCount<vec_t, WeightType, TransformedFeatureWidth, NumRegistersSIMD>();
+    static constexpr int NumPsqtRegs =
+      BestRegisterCount<psqt_vec_t, PSQTWeightType, PSQTBuckets, NumRegistersSIMD>();
+
+    static constexpr IndexType TileHeight     = NumRegs * sizeof(vec_t) / 2;
+    static constexpr IndexType PsqtTileHeight = NumPsqtRegs * sizeof(psqt_vec_t) / 4;
+
+    static_assert(HalfDimensions % TileHeight == 0, "TileHeight must divide HalfDimensions");
+    static_assert(PSQTBuckets % PsqtTileHeight == 0, "PsqtTileHeight must divide PSQTBuckets");
 #endif
+};


 // Input feature converter
@@ -196,17 +251,7 @@ class FeatureTransformer {
    static constexpr IndexType HalfDimensions = TransformedFeatureDimensions;

   private:
-#ifdef VECTOR
-    static constexpr int NumRegs =
-      BestRegisterCount<vec_t, WeightType, TransformedFeatureDimensions, NumRegistersSIMD>();
-    static constexpr int NumPsqtRegs =
-      BestRegisterCount<psqt_vec_t, PSQTWeightType, PSQTBuckets, NumRegistersSIMD>();
-
-    static constexpr IndexType TileHeight     = NumRegs * sizeof(vec_t) / 2;
-    static constexpr IndexType PsqtTileHeight = NumPsqtRegs * sizeof(psqt_vec_t) / 4;
-    static_assert(HalfDimensions % TileHeight == 0, "TileHeight must divide HalfDimensions");
-    static_assert(PSQTBuckets % PsqtTileHeight == 0, "PsqtTileHeight must divide PSQTBuckets");
-#endif
+    using Tiling = SIMDTiling<TransformedFeatureDimensions, HalfDimensions>;

   public:
    // Output type
@@ -219,76 +264,54 @@ class FeatureTransformer {
    // Size of forward propagation buffer
    static constexpr std::size_t BufferSize = OutputDimensions * sizeof(OutputType);

+    // Store the order by which 128-bit blocks of a 1024-bit data must
+    // be permuted so that calling packus on adjacent vectors of 16-bit
+    // integers loaded from the data results in the pre-permutation order
+    static constexpr auto PackusEpi16Order = []() -> std::array<std::size_t, 8> {
+#if defined(USE_AVX512)
+        // _mm512_packus_epi16 after permutation:
+        // |   0   |   2   |   4   |   6   | // Vector 0
+        // |   1   |   3   |   5   |   7   | // Vector 1
+        // | 0 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | // Packed Result
+        return {0, 2, 4, 6, 1, 3, 5, 7};
+#elif defined(USE_AVX2)
+        // _mm256_packus_epi16 after permutation:
+        // |   0   |   2   |  |   4   |   6   | // Vector 0, 2
+        // |   1   |   3   |  |   5   |   7   | // Vector 1, 3
+        // | 0 | 1 | 2 | 3 |  | 4 | 5 | 6 | 7 | // Packed Result
+        return {0, 2, 1, 3, 4, 6, 5, 7};
+#else
+        return {0, 1, 2, 3, 4, 5, 6, 7};
+#endif
+    }();
+
+    static constexpr auto InversePackusEpi16Order = invert_permutation(PackusEpi16Order);
+
    // Hash value embedded in the evaluation file
    static constexpr std::uint32_t get_hash_value() {
        return FeatureSet::HashValue ^ (OutputDimensions * 2);
    }

-    static constexpr void order_packs([[maybe_unused]] uint64_t* v) {
-#if defined(USE_AVX512)  // _mm512_packs_epi16 ordering
-        uint64_t tmp0 = v[2], tmp1 = v[3];
-        v[2] = v[8], v[3] = v[9];
-        v[8] = v[4], v[9] = v[5];
-        v[4] = tmp0, v[5] = tmp1;
-        tmp0 = v[6], tmp1 = v[7];
-        v[6] = v[10], v[7] = v[11];
-        v[10] = v[12], v[11] = v[13];
-        v[12] = tmp0, v[13] = tmp1;
-#elif defined(USE_AVX2)  // _mm256_packs_epi16 ordering
-        std::swap(v[2], v[4]);
-        std::swap(v[3], v[5]);
-#endif
+    void permute_weights() {
+        permute<16>(biases, PackusEpi16Order);
+        permute<16>(weights, PackusEpi16Order);
    }

-    static constexpr void inverse_order_packs([[maybe_unused]] uint64_t* v) {
-#if defined(USE_AVX512)  // Inverse _mm512_packs_epi16 ordering
-        uint64_t tmp0 = v[2], tmp1 = v[3];
-        v[2] = v[4], v[3] = v[5];
-        v[4] = v[8], v[5] = v[9];
-        v[8] = tmp0, v[9] = tmp1;
-        tmp0 = v[6], tmp1 = v[7];
-        v[6] = v[12], v[7] = v[13];
-        v[12] = v[10], v[13] = v[11];
-        v[10] = tmp0, v[11] = tmp1;
-#elif defined(USE_AVX2)  // Inverse _mm256_packs_epi16 ordering
-        std::swap(v[2], v[4]);
-        std::swap(v[3], v[5]);
-#endif
+    void unpermute_weights() {
+        permute<16>(biases, InversePackusEpi16Order);
+        permute<16>(weights, InversePackusEpi16Order);
    }

-    void permute_weights([[maybe_unused]] void (*order_fn)(uint64_t*)) const {
-#if defined(USE_AVX2)
-    #if defined(USE_AVX512)
-        constexpr IndexType di = 16;
-    #else
-        constexpr IndexType di = 8;
-    #endif
-        uint64_t* b = reinterpret_cast<uint64_t*>(const_cast<BiasType*>(&biases[0]));
-        for (IndexType i = 0; i < HalfDimensions * sizeof(BiasType) / sizeof(uint64_t); i += di)
-            order_fn(&b[i]);
-
+    inline void scale_weights(bool read) {
        for (IndexType j = 0; j < InputDimensions; ++j)
        {
-            uint64_t* w =
-              reinterpret_cast<uint64_t*>(const_cast<WeightType*>(&weights[j * HalfDimensions]));
-            for (IndexType i = 0; i < HalfDimensions * sizeof(WeightType) / sizeof(uint64_t);
-                 i += di)
-                order_fn(&w[i]);
-        }
-#endif
-    }
-
-    inline void scale_weights(bool read) const {
-        for (IndexType j = 0; j < InputDimensions; ++j)
-        {
-            WeightType* w = const_cast<WeightType*>(&weights[j * HalfDimensions]);
+            WeightType* w = &weights[j * HalfDimensions];
            for (IndexType i = 0; i < HalfDimensions; ++i)
                w[i] = read ? w[i] * 2 : w[i] / 2;
        }

-        BiasType* b = const_cast<BiasType*>(biases);
        for (IndexType i = 0; i < HalfDimensions; ++i)
-            b[i] = read ? b[i] * 2 : b[i] / 2;
+            biases[i] = read ? biases[i] * 2 : biases[i] / 2;
    }

    // Read network parameters
@@ -298,22 +321,22 @@ class FeatureTransformer {
        read_leb_128<WeightType>(stream, weights, HalfDimensions * InputDimensions);
        read_leb_128<PSQTWeightType>(stream, psqtWeights, PSQTBuckets * InputDimensions);

-        permute_weights(inverse_order_packs);
+        permute_weights();
        scale_weights(true);
        return !stream.fail();
    }

    // Write network parameters
-    bool write_parameters(std::ostream& stream) const {
+    bool write_parameters(std::ostream& stream) {

-        permute_weights(order_packs);
+        unpermute_weights();
        scale_weights(false);

        write_leb_128<BiasType>(stream, biases, HalfDimensions);
        write_leb_128<WeightType>(stream, weights, HalfDimensions * InputDimensions);
        write_leb_128<PSQTWeightType>(stream, psqtWeights, PSQTBuckets * InputDimensions);

-        permute_weights(inverse_order_packs);
+        permute_weights();
        scale_weights(true);
        return !stream.fail();
    }
@@ -447,17 +470,16 @@ class FeatureTransformer {

    void hint_common_access(const Position&                           pos,
                            AccumulatorCaches::Cache<HalfDimensions>* cache) const {
-        hint_common_access_for_perspective<WHITE>(pos, cache);
-        hint_common_access_for_perspective<BLACK>(pos, cache);
+        update_accumulator<WHITE>(pos, cache);
+        update_accumulator<BLACK>(pos, cache);
    }

   private:
    template<Color Perspective>
-    [[nodiscard]] std::pair<StateInfo*, StateInfo*>
-    try_find_computed_accumulator(const Position& pos) const {
+    StateInfo* try_find_computed_accumulator(const Position& pos) const {
        // Look for a usable accumulator of an earlier position. We keep track
        // of the estimated gain in terms of features to be added/subtracted.
-        StateInfo *st = pos.state(), *next = nullptr;
+        StateInfo* st   = pos.state();
        int        gain = FeatureSet::refresh_cost(pos);
        while (st->previous && !(st->*accPtr).computed[Perspective])
        {
@@ -466,239 +488,170 @@ class FeatureTransformer {
            if (FeatureSet::requires_refresh(st, Perspective)
                || (gain -= FeatureSet::update_cost(st) + 1) < 0)
                break;
-            next = st;
-            st   = st->previous;
+            st = st->previous;
        }
-        return {st, next};
+        return st;
    }

-    // NOTE: The parameter states_to_update is an array of position states.
-    //       All states must be sequential, that is states_to_update[i] must
-    //       either be reachable by repeatedly applying ->previous from
-    //       states_to_update[i+1], and computed_st must be reachable by
-    //       repeatedly applying ->previous on states_to_update[0].
-    template<Color Perspective, size_t N>
-    void update_accumulator_incremental(const Position& pos,
-                                        StateInfo*      computed_st,
-                                        StateInfo*      states_to_update[N]) const {
-        static_assert(N > 0);
-        assert([&]() {
-            for (size_t i = 0; i < N; ++i)
-            {
-                if (states_to_update[i] == nullptr)
-                    return false;
-            }
-            return true;
-        }());
+    // Given a computed accumulator, computes the accumulator of the next position.
+    template<Color Perspective>
+    void update_accumulator_incremental(const Position& pos, StateInfo* computed) const {
+        assert((computed->*accPtr).computed[Perspective]);
+        assert(computed->next != nullptr);

-#ifdef VECTOR
-        // Gcc-10.2 unnecessarily spills AVX2 registers if this array
-        // is defined in the VECTOR code below, once in each branch.
-        vec_t      acc[NumRegs];
-        psqt_vec_t psqt[NumPsqtRegs];
-#endif
-
-        // Update incrementally going back through states_to_update.
-        // Gather all features to be updated.
        const Square ksq = pos.square<KING>(Perspective);

        // The size must be enough to contain the largest possible update.
        // That might depend on the feature set and generally relies on the
        // feature set's update cost calculation to be correct and never allow
        // updates with more added/removed features than MaxActiveDimensions.
-        FeatureSet::IndexList removed[N], added[N];
+        // In this case, the maximum size of both feature addition and removal
+        // is 2, since we are incrementally updating one move at a time.
+        FeatureSet::IndexList removed, added;
+        FeatureSet::append_changed_indices<Perspective>(ksq, computed->next->dirtyPiece, removed,
+                                                        added);

-        for (int i = N - 1; i >= 0; --i)
+        StateInfo* next = computed->next;
+        assert(!(next->*accPtr).computed[Perspective]);
+
+        if (removed.size() == 0 && added.size() == 0)
        {
-            (states_to_update[i]->*accPtr).computed[Perspective] = true;
-
-            const StateInfo* end_state = i == 0 ? computed_st : states_to_update[i - 1];
-
-            for (StateInfo* st2 = states_to_update[i]; st2 != end_state; st2 = st2->previous)
-                FeatureSet::append_changed_indices<Perspective>(ksq, st2->dirtyPiece, removed[i],
-                                                                added[i]);
-        }
-
-        StateInfo* st = computed_st;
-
-        // Now update the accumulators listed in states_to_update[],
-        // where the last element is a sentinel.
-#ifdef VECTOR
-
-        if (N == 1 && (removed[0].size() == 1 || removed[0].size() == 2) && added[0].size() == 1)
-        {
-            assert(states_to_update[0]);
-
-            auto accIn =
-              reinterpret_cast<const vec_t*>(&(st->*accPtr).accumulation[Perspective][0]);
-            auto accOut = reinterpret_cast<vec_t*>(
-              &(states_to_update[0]->*accPtr).accumulation[Perspective][0]);
-
-            const IndexType offsetR0 = HalfDimensions * removed[0][0];
-            auto            columnR0 = reinterpret_cast<const vec_t*>(&weights[offsetR0]);
-            const IndexType offsetA  = HalfDimensions * added[0][0];
-            auto            columnA  = reinterpret_cast<const vec_t*>(&weights[offsetA]);
-
-            if (removed[0].size() == 1)
-            {
-                for (IndexType k = 0; k < HalfDimensions * sizeof(std::int16_t) / sizeof(vec_t);
-                     ++k)
-                    accOut[k] = vec_add_16(vec_sub_16(accIn[k], columnR0[k]), columnA[k]);
-            }
-            else
-            {
-                const IndexType offsetR1 = HalfDimensions * removed[0][1];
-                auto            columnR1 = reinterpret_cast<const vec_t*>(&weights[offsetR1]);
-
-                for (IndexType k = 0; k < HalfDimensions * sizeof(std::int16_t) / sizeof(vec_t);
-                     ++k)
-                    accOut[k] = vec_sub_16(vec_add_16(accIn[k], columnA[k]),
-                                           vec_add_16(columnR0[k], columnR1[k]));
-            }
-
-            auto accPsqtIn =
-              reinterpret_cast<const psqt_vec_t*>(&(st->*accPtr).psqtAccumulation[Perspective][0]);
-            auto accPsqtOut = reinterpret_cast<psqt_vec_t*>(
-              &(states_to_update[0]->*accPtr).psqtAccumulation[Perspective][0]);
-
-            const IndexType offsetPsqtR0 = PSQTBuckets * removed[0][0];
-            auto columnPsqtR0 = reinterpret_cast<const psqt_vec_t*>(&psqtWeights[offsetPsqtR0]);
-            const IndexType offsetPsqtA = PSQTBuckets * added[0][0];
-            auto columnPsqtA = reinterpret_cast<const psqt_vec_t*>(&psqtWeights[offsetPsqtA]);
-
-            if (removed[0].size() == 1)
-            {
-                for (std::size_t k = 0; k < PSQTBuckets * sizeof(std::int32_t) / sizeof(psqt_vec_t);
-                     ++k)
-                    accPsqtOut[k] = vec_add_psqt_32(vec_sub_psqt_32(accPsqtIn[k], columnPsqtR0[k]),
-                                                    columnPsqtA[k]);
-            }
-            else
-            {
-                const IndexType offsetPsqtR1 = PSQTBuckets * removed[0][1];
-                auto columnPsqtR1 = reinterpret_cast<const psqt_vec_t*>(&psqtWeights[offsetPsqtR1]);
-
-                for (std::size_t k = 0; k < PSQTBuckets * sizeof(std::int32_t) / sizeof(psqt_vec_t);
-                     ++k)
-                    accPsqtOut[k] =
-                      vec_sub_psqt_32(vec_add_psqt_32(accPsqtIn[k], columnPsqtA[k]),
-                                      vec_add_psqt_32(columnPsqtR0[k], columnPsqtR1[k]));
-            }
+            std::memcpy((next->*accPtr).accumulation[Perspective],
+                        (computed->*accPtr).accumulation[Perspective],
+                        HalfDimensions * sizeof(BiasType));
+            std::memcpy((next->*accPtr).psqtAccumulation[Perspective],
+                        (computed->*accPtr).psqtAccumulation[Perspective],
+                        PSQTBuckets * sizeof(PSQTWeightType));
        }
        else
        {
-            for (IndexType j = 0; j < HalfDimensions / TileHeight; ++j)
+            assert(added.size() == 1 || added.size() == 2);
+            assert(removed.size() == 1 || removed.size() == 2);
+            assert(added.size() <= removed.size());
+
+#ifdef VECTOR
+            auto* accIn =
+              reinterpret_cast<const vec_t*>(&(computed->*accPtr).accumulation[Perspective][0]);
+            auto* accOut = reinterpret_cast<vec_t*>(&(next->*accPtr).accumulation[Perspective][0]);
+
+            const IndexType offsetA0 = HalfDimensions * added[0];
+            auto*           columnA0 = reinterpret_cast<const vec_t*>(&weights[offsetA0]);
+            const IndexType offsetR0 = HalfDimensions * removed[0];
+            auto*           columnR0 = reinterpret_cast<const vec_t*>(&weights[offsetR0]);
+
+            if (removed.size() == 1)
            {
-                // Load accumulator
-                auto accTileIn = reinterpret_cast<const vec_t*>(
-                  &(st->*accPtr).accumulation[Perspective][j * TileHeight]);
-                for (IndexType k = 0; k < NumRegs; ++k)
-                    acc[k] = vec_load(&accTileIn[k]);
+                for (IndexType i = 0; i < HalfDimensions * sizeof(WeightType) / sizeof(vec_t); ++i)
+                    accOut[i] = vec_add_16(vec_sub_16(accIn[i], columnR0[i]), columnA0[i]);
+            }
+            else if (added.size() == 1)
+            {
+                const IndexType offsetR1 = HalfDimensions * removed[1];
+                auto*           columnR1 = reinterpret_cast<const vec_t*>(&weights[offsetR1]);

-                for (IndexType i = 0; i < N; ++i)
-                {
-                    // Difference calculation for the deactivated features
-                    for (const auto index : removed[i])
-                    {
-                        const IndexType offset = HalfDimensions * index + j * TileHeight;
-                        auto            column = reinterpret_cast<const vec_t*>(&weights[offset]);
-                        for (IndexType k = 0; k < NumRegs; ++k)
-                            acc[k] = vec_sub_16(acc[k], column[k]);
-                    }
+                for (IndexType i = 0; i < HalfDimensions * sizeof(WeightType) / sizeof(vec_t); ++i)
+                    accOut[i] = vec_sub_16(vec_add_16(accIn[i], columnA0[i]),
+                                           vec_add_16(columnR0[i], columnR1[i]));
+            }
+            else
+            {
+                const IndexType offsetA1 = HalfDimensions * added[1];
+                auto*           columnA1 = reinterpret_cast<const vec_t*>(&weights[offsetA1]);
+                const IndexType offsetR1 = HalfDimensions * removed[1];
+                auto*           columnR1 = reinterpret_cast<const vec_t*>(&weights[offsetR1]);

-                    // Difference calculation for the activated features
-                    for (const auto index : added[i])
-                    {
-                        const IndexType offset = HalfDimensions * index + j * TileHeight;
-                        auto            column = reinterpret_cast<const vec_t*>(&weights[offset]);
-                        for (IndexType k = 0; k < NumRegs; ++k)
-                            acc[k] = vec_add_16(acc[k], column[k]);
-                    }
-
-                    // Store accumulator
-                    auto accTileOut = reinterpret_cast<vec_t*>(
-                      &(states_to_update[i]->*accPtr).accumulation[Perspective][j * TileHeight]);
-                    for (IndexType k = 0; k < NumRegs; ++k)
-                        vec_store(&accTileOut[k], acc[k]);
-                }
+                for (IndexType i = 0; i < HalfDimensions * sizeof(WeightType) / sizeof(vec_t); ++i)
+                    accOut[i] =
+                      vec_add_16(accIn[i], vec_sub_16(vec_add_16(columnA0[i], columnA1[i]),
+                                                      vec_add_16(columnR0[i], columnR1[i])));
            }

-            for (IndexType j = 0; j < PSQTBuckets / PsqtTileHeight; ++j)
+            auto* accPsqtIn = reinterpret_cast<const psqt_vec_t*>(
+              &(computed->*accPtr).psqtAccumulation[Perspective][0]);
+            auto* accPsqtOut =
+              reinterpret_cast<psqt_vec_t*>(&(next->*accPtr).psqtAccumulation[Perspective][0]);
+
+            const IndexType offsetPsqtA0 = PSQTBuckets * added[0];
+            auto* columnPsqtA0 = reinterpret_cast<const psqt_vec_t*>(&psqtWeights[offsetPsqtA0]);
+            const IndexType offsetPsqtR0 = PSQTBuckets * removed[0];
+            auto* columnPsqtR0 = reinterpret_cast<const psqt_vec_t*>(&psqtWeights[offsetPsqtR0]);
+
+            if (removed.size() == 1)
            {
-                // Load accumulator
-                auto accTilePsqtIn = reinterpret_cast<const psqt_vec_t*>(
-                  &(st->*accPtr).psqtAccumulation[Perspective][j * PsqtTileHeight]);
-                for (std::size_t k = 0; k < NumPsqtRegs; ++k)
-                    psqt[k] = vec_load_psqt(&accTilePsqtIn[k]);
-
-                for (IndexType i = 0; i < N; ++i)
-                {
-                    // Difference calculation for the deactivated features
-                    for (const auto index : removed[i])
-                    {
-                        const IndexType offset = PSQTBuckets * index + j * PsqtTileHeight;
-                        auto columnPsqt = reinterpret_cast<const psqt_vec_t*>(&psqtWeights[offset]);
-                        for (std::size_t k = 0; k < NumPsqtRegs; ++k)
-                            psqt[k] = vec_sub_psqt_32(psqt[k], columnPsqt[k]);
-                    }
-
-                    // Difference calculation for the activated features
-                    for (const auto index : added[i])
-                    {
-                        const IndexType offset = PSQTBuckets * index + j * PsqtTileHeight;
-                        auto columnPsqt = reinterpret_cast<const psqt_vec_t*>(&psqtWeights[offset]);
-                        for (std::size_t k = 0; k < NumPsqtRegs; ++k)
-                            psqt[k] = vec_add_psqt_32(psqt[k], columnPsqt[k]);
-                    }
-
-                    // Store accumulator
-                    auto accTilePsqtOut = reinterpret_cast<psqt_vec_t*>(
-                      &(states_to_update[i]->*accPtr)
-                         .psqtAccumulation[Perspective][j * PsqtTileHeight]);
-                    for (std::size_t k = 0; k < NumPsqtRegs; ++k)
-                        vec_store_psqt(&accTilePsqtOut[k], psqt[k]);
-                }
+                for (std::size_t i = 0;
+                     i < PSQTBuckets * sizeof(PSQTWeightType) / sizeof(psqt_vec_t); ++i)
+                    accPsqtOut[i] = vec_add_psqt_32(vec_sub_psqt_32(accPsqtIn[i], columnPsqtR0[i]),
+                                                    columnPsqtA0[i]);
+            }
+            else if (added.size() == 1)
+            {
+                const IndexType offsetPsqtR1 = PSQTBuckets * removed[1];
+                auto*           columnPsqtR1 =
+                  reinterpret_cast<const psqt_vec_t*>(&psqtWeights[offsetPsqtR1]);
+
+                for (std::size_t i = 0;
+                     i < PSQTBuckets * sizeof(PSQTWeightType) / sizeof(psqt_vec_t); ++i)
+                    accPsqtOut[i] =
+                      vec_sub_psqt_32(vec_add_psqt_32(accPsqtIn[i], columnPsqtA0[i]),
+                                      vec_add_psqt_32(columnPsqtR0[i], columnPsqtR1[i]));
+            }
+            else
+            {
+                const IndexType offsetPsqtA1 = PSQTBuckets * added[1];
+                auto*           columnPsqtA1 =
+                  reinterpret_cast<const psqt_vec_t*>(&psqtWeights[offsetPsqtA1]);
+                const IndexType offsetPsqtR1 = PSQTBuckets * removed[1];
+                auto*           columnPsqtR1 =
+                  reinterpret_cast<const psqt_vec_t*>(&psqtWeights[offsetPsqtR1]);
+
+                for (std::size_t i = 0;
+                     i < PSQTBuckets * sizeof(PSQTWeightType) / sizeof(psqt_vec_t); ++i)
+                    accPsqtOut[i] = vec_add_psqt_32(
+                      accPsqtIn[i],
+                      vec_sub_psqt_32(vec_add_psqt_32(columnPsqtA0[i], columnPsqtA1[i]),
+                                      vec_add_psqt_32(columnPsqtR0[i], columnPsqtR1[i])));
            }
-        }
 #else
-        for (IndexType i = 0; i < N; ++i)
-        {
-            std::memcpy((states_to_update[i]->*accPtr).accumulation[Perspective],
-                        (st->*accPtr).accumulation[Perspective], HalfDimensions * sizeof(BiasType));
-
-            for (std::size_t k = 0; k < PSQTBuckets; ++k)
-                (states_to_update[i]->*accPtr).psqtAccumulation[Perspective][k] =
-                  (st->*accPtr).psqtAccumulation[Perspective][k];
-
-            st = states_to_update[i];
+            std::memcpy((next->*accPtr).accumulation[Perspective],
+                        (computed->*accPtr).accumulation[Perspective],
+                        HalfDimensions * sizeof(BiasType));
+            std::memcpy((next->*accPtr).psqtAccumulation[Perspective],
+                        (computed->*accPtr).psqtAccumulation[Perspective],
+                        PSQTBuckets * sizeof(PSQTWeightType));

            // Difference calculation for the deactivated features
-            for (const auto index : removed[i])
+            for (const auto index : removed)
            {
                const IndexType offset = HalfDimensions * index;
-                for (IndexType j = 0; j < HalfDimensions; ++j)
-                    (st->*accPtr).accumulation[Perspective][j] -= weights[offset + j];
+                for (IndexType i = 0; i < HalfDimensions; ++i)
+                    (next->*accPtr).accumulation[Perspective][i] -= weights[offset + i];

-                for (std::size_t k = 0; k < PSQTBuckets; ++k)
-                    (st->*accPtr).psqtAccumulation[Perspective][k] -=
-                      psqtWeights[index * PSQTBuckets + k];
+                for (std::size_t i = 0; i < PSQTBuckets; ++i)
+                    (next->*accPtr).psqtAccumulation[Perspective][i] -=
+                      psqtWeights[index * PSQTBuckets + i];
            }

            // Difference calculation for the activated features
-            for (const auto index : added[i])
+            for (const auto index : added)
            {
                const IndexType offset = HalfDimensions * index;
-                for (IndexType j = 0; j < HalfDimensions; ++j)
-                    (st->*accPtr).accumulation[Perspective][j] += weights[offset + j];
+                for (IndexType i = 0; i < HalfDimensions; ++i)
+                    (next->*accPtr).accumulation[Perspective][i] += weights[offset + i];

-                for (std::size_t k = 0; k < PSQTBuckets; ++k)
-                    (st->*accPtr).psqtAccumulation[Perspective][k] +=
-                      psqtWeights[index * PSQTBuckets + k];
+                for (std::size_t i = 0; i < PSQTBuckets; ++i)
+                    (next->*accPtr).psqtAccumulation[Perspective][i] +=
+                      psqtWeights[index * PSQTBuckets + i];
            }
-        }
 #endif
+        }
+
+        (next->*accPtr).computed[Perspective] = true;
+
+        if (next != pos.state())
+            update_accumulator_incremental<Perspective>(pos, next);
    }

+
    template<Color Perspective>
    void update_accumulator_refresh_cache(const Position&                           pos,
                                          AccumulatorCaches::Cache<HalfDimensions>* cache) const {
@@ -735,88 +688,88 @@ class FeatureTransformer {
        accumulator.computed[Perspective] = true;

 #ifdef VECTOR
-        vec_t      acc[NumRegs];
-        psqt_vec_t psqt[NumPsqtRegs];
+        vec_t      acc[Tiling::NumRegs];
+        psqt_vec_t psqt[Tiling::NumPsqtRegs];

-        for (IndexType j = 0; j < HalfDimensions / TileHeight; ++j)
+        for (IndexType j = 0; j < HalfDimensions / Tiling::TileHeight; ++j)
        {
-            auto accTile =
-              reinterpret_cast<vec_t*>(&accumulator.accumulation[Perspective][j * TileHeight]);
-            auto entryTile = reinterpret_cast<vec_t*>(&entry.accumulation[j * TileHeight]);
+            auto* accTile = reinterpret_cast<vec_t*>(
+              &accumulator.accumulation[Perspective][j * Tiling::TileHeight]);
+            auto* entryTile = reinterpret_cast<vec_t*>(&entry.accumulation[j * Tiling::TileHeight]);

-            for (IndexType k = 0; k < NumRegs; ++k)
+            for (IndexType k = 0; k < Tiling::NumRegs; ++k)
                acc[k] = entryTile[k];

-            int i = 0;
-            for (; i < int(std::min(removed.size(), added.size())); ++i)
+            std::size_t i = 0;
+            for (; i < std::min(removed.size(), added.size()); ++i)
            {
                IndexType       indexR  = removed[i];
-                const IndexType offsetR = HalfDimensions * indexR + j * TileHeight;
-                auto            columnR = reinterpret_cast<const vec_t*>(&weights[offsetR]);
+                const IndexType offsetR = HalfDimensions * indexR + j * Tiling::TileHeight;
+                auto*           columnR = reinterpret_cast<const vec_t*>(&weights[offsetR]);
                IndexType       indexA  = added[i];
-                const IndexType offsetA = HalfDimensions * indexA + j * TileHeight;
-                auto            columnA = reinterpret_cast<const vec_t*>(&weights[offsetA]);
+                const IndexType offsetA = HalfDimensions * indexA + j * Tiling::TileHeight;
+                auto*           columnA = reinterpret_cast<const vec_t*>(&weights[offsetA]);

-                for (unsigned k = 0; k < NumRegs; ++k)
+                for (IndexType k = 0; k < Tiling::NumRegs; ++k)
                    acc[k] = vec_add_16(acc[k], vec_sub_16(columnA[k], columnR[k]));
            }
-            for (; i < int(removed.size()); ++i)
+            for (; i < removed.size(); ++i)
            {
                IndexType       index  = removed[i];
-                const IndexType offset = HalfDimensions * index + j * TileHeight;
-                auto            column = reinterpret_cast<const vec_t*>(&weights[offset]);
+                const IndexType offset = HalfDimensions * index + j * Tiling::TileHeight;
+                auto*           column = reinterpret_cast<const vec_t*>(&weights[offset]);

-                for (unsigned k = 0; k < NumRegs; ++k)
+                for (IndexType k = 0; k < Tiling::NumRegs; ++k)
                    acc[k] = vec_sub_16(acc[k], column[k]);
            }
-            for (; i < int(added.size()); ++i)
+            for (; i < added.size(); ++i)
            {
                IndexType       index  = added[i];
-                const IndexType offset = HalfDimensions * index + j * TileHeight;
-                auto            column = reinterpret_cast<const vec_t*>(&weights[offset]);
+                const IndexType offset = HalfDimensions * index + j * Tiling::TileHeight;
+                auto*           column = reinterpret_cast<const vec_t*>(&weights[offset]);

-                for (unsigned k = 0; k < NumRegs; ++k)
+                for (IndexType k = 0; k < Tiling::NumRegs; ++k)
                    acc[k] = vec_add_16(acc[k], column[k]);
            }

-            for (IndexType k = 0; k < NumRegs; k++)
+            for (IndexType k = 0; k < Tiling::NumRegs; k++)
                vec_store(&entryTile[k], acc[k]);
-            for (IndexType k = 0; k < NumRegs; k++)
+            for (IndexType k = 0; k < Tiling::NumRegs; k++)
                vec_store(&accTile[k], acc[k]);
        }

-        for (IndexType j = 0; j < PSQTBuckets / PsqtTileHeight; ++j)
+        for (IndexType j = 0; j < PSQTBuckets / Tiling::PsqtTileHeight; ++j)
        {
-            auto accTilePsqt = reinterpret_cast<psqt_vec_t*>(
-              &accumulator.psqtAccumulation[Perspective][j * PsqtTileHeight]);
-            auto entryTilePsqt =
-              reinterpret_cast<psqt_vec_t*>(&entry.psqtAccumulation[j * PsqtTileHeight]);
+            auto* accTilePsqt = reinterpret_cast<psqt_vec_t*>(
+              &accumulator.psqtAccumulation[Perspective][j * Tiling::PsqtTileHeight]);
+            auto* entryTilePsqt =
+              reinterpret_cast<psqt_vec_t*>(&entry.psqtAccumulation[j * Tiling::PsqtTileHeight]);

-            for (std::size_t k = 0; k < NumPsqtRegs; ++k)
+            for (std::size_t k = 0; k < Tiling::NumPsqtRegs; ++k)
                psqt[k] = entryTilePsqt[k];

-            for (int i = 0; i < int(removed.size()); ++i)
+            for (std::size_t i = 0; i < removed.size(); ++i)
            {
                IndexType       index  = removed[i];
-                const IndexType offset = PSQTBuckets * index + j * PsqtTileHeight;
-                auto columnPsqt        = reinterpret_cast<const psqt_vec_t*>(&psqtWeights[offset]);
+                const IndexType offset = PSQTBuckets * index + j * Tiling::PsqtTileHeight;
+                auto* columnPsqt       = reinterpret_cast<const psqt_vec_t*>(&psqtWeights[offset]);

-                for (std::size_t k = 0; k < NumPsqtRegs; ++k)
+                for (std::size_t k = 0; k < Tiling::NumPsqtRegs; ++k)
                    psqt[k] = vec_sub_psqt_32(psqt[k], columnPsqt[k]);
            }
-            for (int i = 0; i < int(added.size()); ++i)
+            for (std::size_t i = 0; i < added.size(); ++i)
            {
                IndexType       index  = added[i];
-                const IndexType offset = PSQTBuckets * index + j * PsqtTileHeight;
-                auto columnPsqt        = reinterpret_cast<const psqt_vec_t*>(&psqtWeights[offset]);
+                const IndexType offset = PSQTBuckets * index + j * Tiling::PsqtTileHeight;
+                auto* columnPsqt       = reinterpret_cast<const psqt_vec_t*>(&psqtWeights[offset]);

-                for (std::size_t k = 0; k < NumPsqtRegs; ++k)
+                for (std::size_t k = 0; k < Tiling::NumPsqtRegs; ++k)
                    psqt[k] = vec_add_psqt_32(psqt[k], columnPsqt[k]);
            }

-            for (std::size_t k = 0; k < NumPsqtRegs; ++k)
+            for (std::size_t k = 0; k < Tiling::NumPsqtRegs; ++k)
                vec_store_psqt(&entryTilePsqt[k], psqt[k]);
-            for (std::size_t k = 0; k < NumPsqtRegs; ++k)
+            for (std::size_t k = 0; k < Tiling::NumPsqtRegs; ++k)
                vec_store_psqt(&accTilePsqt[k], psqt[k]);
        }

@@ -858,60 +811,18 @@ class FeatureTransformer {
            entry.byTypeBB[pt] = pos.pieces(pt);
    }

-    template<Color Perspective>
-    void hint_common_access_for_perspective(const Position&                           pos,
-                                            AccumulatorCaches::Cache<HalfDimensions>* cache) const {
-
-        // Works like update_accumulator, but performs less work.
-        // Updates ONLY the accumulator for pos.
-
-        // Look for a usable accumulator of an earlier position. We keep track
-        // of the estimated gain in terms of features to be added/subtracted.
-        // Fast early exit.
-        if ((pos.state()->*accPtr).computed[Perspective])
-            return;
-
-        auto [oldest_st, _] = try_find_computed_accumulator<Perspective>(pos);
-
-        if ((oldest_st->*accPtr).computed[Perspective])
-        {
-            // Only update current position accumulator to minimize work
-            StateInfo* states_to_update[1] = {pos.state()};
-            update_accumulator_incremental<Perspective, 1>(pos, oldest_st, states_to_update);
-        }
-        else
-            update_accumulator_refresh_cache<Perspective>(pos, cache);
-    }

    template<Color Perspective>
    void update_accumulator(const Position&                           pos,
                            AccumulatorCaches::Cache<HalfDimensions>* cache) const {
+        if ((pos.state()->*accPtr).computed[Perspective])
+            return;
+        StateInfo* oldest = try_find_computed_accumulator<Perspective>(pos);

-        auto [oldest_st, next] = try_find_computed_accumulator<Perspective>(pos);
-
-        if ((oldest_st->*accPtr).computed[Perspective])
-        {
-            if (next == nullptr)
-                return;
-
-            // Now update the accumulators listed in states_to_update[], where
-            // the last element is a sentinel. Currently we update two accumulators:
-            //     1. for the current position
-            //     2. the next accumulator after the computed one
-            // The heuristic may change in the future.
-            if (next == pos.state())
-            {
-                StateInfo* states_to_update[1] = {next};
-
-                update_accumulator_incremental<Perspective, 1>(pos, oldest_st, states_to_update);
-            }
-            else
-            {
-                StateInfo* states_to_update[2] = {next, pos.state()};
-
-                update_accumulator_incremental<Perspective, 2>(pos, oldest_st, states_to_update);
-            }
-        }
+        if ((oldest->*accPtr).computed[Perspective] && oldest != pos.state())
+            // Start from the oldest computed accumulator, update all the
+            // accumulators up to the current position.
+            update_accumulator_incremental<Perspective>(pos, oldest);
        else
            update_accumulator_refresh_cache<Perspective>(pos, cache);
    }
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -126,7 +126,7 @@ trace(Position& pos, const Eval::NNUE::Networks& networks, Eval::NNUE::Accumulat
        board[y][x] = board[y][x + 8] = board[y + 3][x + 8] = board[y + 3][x] = '+';
        if (pc != NO_PIECE)
            board[y + 1][x + 4] = PieceToChar[pc];
-        if (value != VALUE_NONE)
+        if (is_valid(value))
            format_cp_compact(value, &board[y + 2][x + 2], pos);
    };

@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -23,6 +23,7 @@
 #include <atomic>
 #include <cstdint>
 #include <cstdlib>
+#include <functional>
 #include <iostream>
 #include <limits>
 #include <map>
@@ -653,7 +654,7 @@ class NumaConfig {
        NumaIndex n = 0;
        for (auto&& nodeStr : split(s, ":"))
        {
-            auto indices = indices_from_shortened_string(nodeStr);
+            auto indices = indices_from_shortened_string(std::string(nodeStr));
            if (!indices.empty())
            {
                for (auto idx : indices)
@@ -1015,7 +1016,7 @@ class NumaConfig {
        if (s.empty())
            return indices;

-        for (const std::string& ss : split(s, ","))
+        for (const auto& ss : split(s, ","))
        {
            if (ss.empty())
                continue;
@@ -1023,13 +1024,13 @@ class NumaConfig {
            auto parts = split(ss, "-");
            if (parts.size() == 1)
            {
-                const CpuIndex c = CpuIndex{str_to_size_t(parts[0])};
+                const CpuIndex c = CpuIndex{str_to_size_t(std::string(parts[0]))};
                indices.emplace_back(c);
            }
            else if (parts.size() == 2)
            {
-                const CpuIndex cfirst = CpuIndex{str_to_size_t(parts[0])};
-                const CpuIndex clast  = CpuIndex{str_to_size_t(parts[1])};
+                const CpuIndex cfirst = CpuIndex{str_to_size_t(std::string(parts[0]))};
+                const CpuIndex clast  = CpuIndex{str_to_size_t(std::string(parts[1]))};
                for (size_t c = cfirst; c <= clast; ++c)
                {
                    indices.emplace_back(c);
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -119,6 +119,9 @@ void Position::init() {
    for (Piece pc : Pieces)
        for (Square s = SQ_A1; s <= SQ_H8; ++s)
            Zobrist::psq[pc][s] = rng.rand<Key>();
+    // pawns on these squares will promote
+    std::fill_n(Zobrist::psq[W_PAWN] + SQ_A8, 8, 0);
+    std::fill_n(Zobrist::psq[B_PAWN], 8, 0);

    for (File f = FILE_A; f <= FILE_H; ++f)
        Zobrist::enpassant[f] = rng.rand<Key>();
@@ -334,8 +337,10 @@ void Position::set_check_info() const {
 // The function is only used when a new position is set up
 void Position::set_state() const {

-    st->key = st->materialKey  = 0;
-    st->pawnKey                = Zobrist::noPawns;
+    st->key = st->materialKey = 0;
+    st->minorPieceKey         = 0;
+    st->nonPawnKey[WHITE] = st->nonPawnKey[BLACK] = 0;
+    st->pawnKey                                   = Zobrist::noPawns;
    st->nonPawnMaterial[WHITE] = st->nonPawnMaterial[BLACK] = VALUE_ZERO;
    st->checkersBB = attackers_to(square<KING>(sideToMove)) & pieces(~sideToMove);

@@ -350,8 +355,18 @@ void Position::set_state() const {
        if (type_of(pc) == PAWN)
            st->pawnKey ^= Zobrist::psq[pc][s];

-        else if (type_of(pc) != KING)
-            st->nonPawnMaterial[color_of(pc)] += PieceValue[pc];
+        else
+        {
+            st->nonPawnKey[color_of(pc)] ^= Zobrist::psq[pc][s];
+
+            if (type_of(pc) != KING)
+            {
+                st->nonPawnMaterial[color_of(pc)] += PieceValue[pc];
+
+                if (type_of(pc) <= BISHOP)
+                    st->minorPieceKey ^= Zobrist::psq[pc][s];
+            }
+        }
    }

    if (st->epSquare != SQ_NONE)
@@ -364,7 +379,7 @@ void Position::set_state() const {

    for (Piece pc : Pieces)
        for (int cnt = 0; cnt < pieceCount[pc]; ++cnt)
-            st->materialKey ^= Zobrist::psq[pc][cnt];
+            st->materialKey ^= Zobrist::psq[pc][8 + cnt];
 }


@@ -472,14 +487,23 @@ void Position::update_slider_blockers(Color c) const {
 // Slider attacks use the occupied bitboard to indicate occupancy.
 Bitboard Position::attackers_to(Square s, Bitboard occupied) const {

-    return (pawn_attacks_bb(BLACK, s) & pieces(WHITE, PAWN))
-         | (pawn_attacks_bb(WHITE, s) & pieces(BLACK, PAWN))
-         | (attacks_bb<KNIGHT>(s) & pieces(KNIGHT))
-         | (attacks_bb<ROOK>(s, occupied) & pieces(ROOK, QUEEN))
+    return (attacks_bb<ROOK>(s, occupied) & pieces(ROOK, QUEEN))
         | (attacks_bb<BISHOP>(s, occupied) & pieces(BISHOP, QUEEN))
-         | (attacks_bb<KING>(s) & pieces(KING));
+         | (pawn_attacks_bb(BLACK, s) & pieces(WHITE, PAWN))
+         | (pawn_attacks_bb(WHITE, s) & pieces(BLACK, PAWN))
+         | (attacks_bb<KNIGHT>(s) & pieces(KNIGHT)) | (attacks_bb<KING>(s) & pieces(KING));
 }

+bool Position::attackers_to_exist(Square s, Bitboard occupied, Color c) const {
+
+    return ((attacks_bb<ROOK>(s) & pieces(c, ROOK, QUEEN))
+            && (attacks_bb<ROOK>(s, occupied) & pieces(c, ROOK, QUEEN)))
+        || ((attacks_bb<BISHOP>(s) & pieces(c, BISHOP, QUEEN))
+            && (attacks_bb<BISHOP>(s, occupied) & pieces(c, BISHOP, QUEEN)))
+        || (((pawn_attacks_bb(~c, s) & pieces(PAWN)) | (attacks_bb<KNIGHT>(s) & pieces(KNIGHT))
+             | (attacks_bb<KING>(s) & pieces(KING)))
+            & pieces(c));
+}

 // Tests whether a pseudo-legal move is legal
 bool Position::legal(Move m) const {
@@ -521,7 +545,7 @@ bool Position::legal(Move m) const {
        Direction step = to > from ? WEST : EAST;

        for (Square s = to; s != from; s += step)
-            if (attackers_to(s) & pieces(~us))
+            if (attackers_to_exist(s, pieces(), ~us))
                return false;

        // In case of Chess960, verify if the Rook blocks some checks.
@@ -532,7 +556,7 @@ bool Position::legal(Move m) const {
    // If the moving piece is a king, check whether the destination square is
    // attacked by the opponent.
    if (type_of(piece_on(from)) == KING)
-        return !(attackers_to(to, pieces() ^ from) & pieces(~us));
+        return !(attackers_to_exist(to, pieces() ^ from, ~us));

    // A non-king move is legal if and only if it is not pinned or it
    // is moving along the ray towards or away from the king.
@@ -601,7 +625,7 @@ bool Position::pseudo_legal(const Move m) const {
        }
        // In case of king moves under check we have to remove the king so as to catch
        // invalid moves like b1a1 when opposite queen is on c1.
-        else if (attackers_to(to, pieces() ^ from) & pieces(~us))
+        else if (attackers_to_exist(to, pieces() ^ from, ~us))
            return false;
    }

@@ -659,7 +683,12 @@ bool Position::gives_check(Move m) const {
 // Makes a move, and saves all information necessary
 // to a StateInfo object. The move is assumed to be legal. Pseudo-legal
 // moves should be filtered out before this function is called.
-void Position::do_move(Move m, StateInfo& newSt, bool givesCheck) {
+// If a pointer to the TT table is passed, the entry for the new position
+// will be prefetched
+void Position::do_move(Move                      m,
+                       StateInfo&                newSt,
+                       bool                      givesCheck,
+                       const TranspositionTable* tt = nullptr) {

    assert(m.is_ok());
    assert(&newSt != st);
@@ -671,6 +700,7 @@ void Position::do_move(Move m, StateInfo& newSt, bool givesCheck) {
    // our state pointer to point to the new (ready to be updated) state.
    std::memcpy(&newSt, st, offsetof(StateInfo, key));
    newSt.previous = st;
+    st->next       = &newSt;
    st             = &newSt;

    // Increment ply counters. In particular, rule50 will be reset to zero later on
@@ -706,6 +736,7 @@ void Position::do_move(Move m, StateInfo& newSt, bool givesCheck) {
        do_castling<true>(us, from, to, rfrom, rto);

        k ^= Zobrist::psq[captured][rfrom] ^ Zobrist::psq[captured][rto];
+        st->nonPawnKey[us] ^= Zobrist::psq[captured][rfrom] ^ Zobrist::psq[captured][rto];
        captured = NO_PIECE;
    }

@@ -731,7 +762,13 @@ void Position::do_move(Move m, StateInfo& newSt, bool givesCheck) {
            st->pawnKey ^= Zobrist::psq[captured][capsq];
        }
        else
+        {
            st->nonPawnMaterial[them] -= PieceValue[captured];
+            st->nonPawnKey[them] ^= Zobrist::psq[captured][capsq];
+
+            if (type_of(captured) <= BISHOP)
+                st->minorPieceKey ^= Zobrist::psq[captured][capsq];
+        }

        dp.dirty_num = 2;  // 1 piece moved, 1 piece captured
        dp.piece[1]  = captured;
@@ -742,7 +779,7 @@ void Position::do_move(Move m, StateInfo& newSt, bool givesCheck) {
        remove_piece(capsq);

        k ^= Zobrist::psq[captured][capsq];
-        st->materialKey ^= Zobrist::psq[captured][pieceCount[captured]];
+        st->materialKey ^= Zobrist::psq[captured][8 + pieceCount[captured]];

        // Reset rule 50 counter
        st->rule50 = 0;
@@ -789,7 +826,8 @@ void Position::do_move(Move m, StateInfo& newSt, bool givesCheck) {

        else if (m.type_of() == PROMOTION)
        {
-            Piece promotion = make_piece(us, m.promotion_type());
+            Piece     promotion     = make_piece(us, m.promotion_type());
+            PieceType promotionType = type_of(promotion);

            assert(relative_rank(us, to) == RANK_8);
            assert(type_of(promotion) >= KNIGHT && type_of(promotion) <= QUEEN);
@@ -805,10 +843,13 @@ void Position::do_move(Move m, StateInfo& newSt, bool givesCheck) {
            dp.dirty_num++;

            // Update hash keys
-            k ^= Zobrist::psq[pc][to] ^ Zobrist::psq[promotion][to];
-            st->pawnKey ^= Zobrist::psq[pc][to];
-            st->materialKey ^=
-              Zobrist::psq[promotion][pieceCount[promotion] - 1] ^ Zobrist::psq[pc][pieceCount[pc]];
+            // Zobrist::psq[pc][to] is zero, so we don't need to clear it
+            k ^= Zobrist::psq[promotion][to];
+            st->materialKey ^= Zobrist::psq[promotion][8 + pieceCount[promotion] - 1]
+                             ^ Zobrist::psq[pc][8 + pieceCount[pc]];
+
+            if (promotionType <= BISHOP)
+                st->minorPieceKey ^= Zobrist::psq[promotion][to];

            // Update material
            st->nonPawnMaterial[us] += PieceValue[promotion];
@@ -821,11 +862,21 @@ void Position::do_move(Move m, StateInfo& newSt, bool givesCheck) {
        st->rule50 = 0;
    }

-    // Set capture piece
-    st->capturedPiece = captured;
+    else
+    {
+        st->nonPawnKey[us] ^= Zobrist::psq[pc][from] ^ Zobrist::psq[pc][to];
+
+        if (type_of(pc) <= BISHOP)
+            st->minorPieceKey ^= Zobrist::psq[pc][from] ^ Zobrist::psq[pc][to];
+    }

    // Update the key with the final value
    st->key = k;
+    if (tt)
+        prefetch(tt->first_entry(key()));
+
+    // Set capture piece
+    st->capturedPiece = captured;

    // Calculate checkers bitboard (if move gives check)
    st->checkersBB = givesCheck ? attackers_to(square<KING>(them)) & pieces(us) : 0;
@@ -955,7 +1006,7 @@ void Position::do_castling(Color us, Square from, Square& to, Square& rfrom, Squ

 // Used to do a "null move": it flips
 // the side to move without executing any move on the board.
-void Position::do_null_move(StateInfo& newSt, TranspositionTable& tt) {
+void Position::do_null_move(StateInfo& newSt, const TranspositionTable& tt) {

    assert(!checkers());
    assert(&newSt != st);
@@ -963,13 +1014,9 @@ void Position::do_null_move(StateInfo& newSt, TranspositionTable& tt) {
    std::memcpy(&newSt, st, offsetof(StateInfo, accumulatorBig));

    newSt.previous = st;
+    st->next       = &newSt;
    st             = &newSt;

-    st->dirtyPiece.dirty_num               = 0;
-    st->dirtyPiece.piece[0]                = NO_PIECE;  // Avoid checks in UpdateAccumulator()
-    st->accumulatorBig.computed[WHITE]     = st->accumulatorBig.computed[BLACK] =
-      st->accumulatorSmall.computed[WHITE] = st->accumulatorSmall.computed[BLACK] = false;
-
    if (st->epSquare != SQ_NONE)
    {
        st->key ^= Zobrist::enpassant[file_of(st->epSquare)];
@@ -977,9 +1024,13 @@ void Position::do_null_move(StateInfo& newSt, TranspositionTable& tt) {
    }

    st->key ^= Zobrist::side;
-    ++st->rule50;
    prefetch(tt.first_entry(key()));

+    st->dirtyPiece.dirty_num               = 0;
+    st->dirtyPiece.piece[0]                = NO_PIECE;  // Avoid checks in UpdateAccumulator()
+    st->accumulatorBig.computed[WHITE]     = st->accumulatorBig.computed[BLACK] =
+      st->accumulatorSmall.computed[WHITE] = st->accumulatorSmall.computed[BLACK] = false;
+
    st->pliesFromNull = 0;

    sideToMove = ~sideToMove;
@@ -1002,26 +1053,6 @@ void Position::undo_null_move() {
 }


-// Computes the new hash key after the given move. Needed
-// for speculative prefetch. It doesn't recognize special moves like castling,
-// en passant and promotions.
-Key Position::key_after(Move m) const {
-
-    Square from     = m.from_sq();
-    Square to       = m.to_sq();
-    Piece  pc       = piece_on(from);
-    Piece  captured = piece_on(to);
-    Key    k        = st->key ^ Zobrist::side;
-
-    if (captured)
-        k ^= Zobrist::psq[captured][to];
-
-    k ^= Zobrist::psq[pc][to] ^ Zobrist::psq[pc][from];
-
-    return (captured || type_of(pc) == PAWN) ? k : adjust_key50<true>(k);
-}
-
-
 // Tests if the SEE (Static Exchange Evaluation)
 // value of move is greater or equal to the given threshold. We'll use an
 // algorithm similar to alpha-beta pruning with a null window.
@@ -1109,8 +1140,9 @@ bool Position::see_ge(Move m, int threshold) const {

        else if ((bb = stmAttackers & pieces(QUEEN)))
        {
-            if ((swap = QueenValue - swap) < res)
-                break;
+            swap = QueenValue - swap;
+            //  implies that the previous recapture was done by a higher rated piece than a Queen (King is excluded)
+            assert(swap >= res);
            occupied ^= least_significant_square_bb(bb);

            attackers |= (attacks_bb<BISHOP>(to, occupied) & pieces(BISHOP, QUEEN))
@@ -1133,11 +1165,12 @@ bool Position::is_draw(int ply) const {
    if (st->rule50 > 99 && (!checkers() || MoveList<LEGAL>(*this).size()))
        return true;

-    // Return a draw score if a position repeats once earlier but strictly
-    // after the root, or repeats twice before or at the root.
-    return st->repetition && st->repetition < ply;
+    return is_repetition(ply);
 }

+// Return a draw score if a position repeats once earlier but strictly
+// after the root, or repeats twice before or at the root.
+bool Position::is_repetition(int ply) const { return st->repetition && st->repetition < ply; }

 // Tests whether there has been at least one repetition
 // of positions since the last capture or pawn move.
@@ -1253,7 +1286,7 @@ bool Position::pos_is_ok() const {
        return true;

    if (pieceCount[W_KING] != 1 || pieceCount[B_KING] != 1
-        || attackers_to(square<KING>(~sideToMove)) & pieces(sideToMove))
+        || attackers_to_exist(square<KING>(~sideToMove), pieces(), sideToMove))
        assert(0 && "pos_is_ok: Kings");

    if ((pieces(PAWN) & (Rank1BB | Rank8BB)) || pieceCount[W_PAWN] > 8 || pieceCount[B_PAWN] > 8)
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -43,6 +43,8 @@ struct StateInfo {
    // Copied when making a move
    Key    materialKey;
    Key    pawnKey;
+    Key    minorPieceKey;
+    Key    nonPawnKey[COLOR_NB];
    Value  nonPawnMaterial[COLOR_NB];
    int    castlingRights;
    int    rule50;
@@ -53,6 +55,7 @@ struct StateInfo {
    Key        key;
    Bitboard   checkersBB;
    StateInfo* previous;
+    StateInfo* next;
    Bitboard   blockersForKing[COLOR_NB];
    Bitboard   pinners[COLOR_NB];
    Bitboard   checkSquares[PIECE_TYPE_NB];
@@ -122,6 +125,7 @@ class Position {
    // Attacks to/from a given square
    Bitboard attackers_to(Square s) const;
    Bitboard attackers_to(Square s, Bitboard occupied) const;
+    bool     attackers_to_exist(Square s, Bitboard occupied, Color c) const;
    void     update_slider_blockers(Color c) const;
    template<PieceType Pt>
    Bitboard attacks_by(Color c) const;
@@ -136,10 +140,10 @@ class Position {
    Piece captured_piece() const;

    // Doing and undoing moves
-    void do_move(Move m, StateInfo& newSt);
-    void do_move(Move m, StateInfo& newSt, bool givesCheck);
+    void do_move(Move m, StateInfo& newSt, const TranspositionTable* tt);
+    void do_move(Move m, StateInfo& newSt, bool givesCheck, const TranspositionTable* tt);
    void undo_move(Move m);
-    void do_null_move(StateInfo& newSt, TranspositionTable& tt);
+    void do_null_move(StateInfo& newSt, const TranspositionTable& tt);
    void undo_null_move();

    // Static Exchange Evaluation
@@ -147,15 +151,17 @@ class Position {

    // Accessing hash keys
    Key key() const;
-    Key key_after(Move m) const;
    Key material_key() const;
    Key pawn_key() const;
+    Key minor_piece_key() const;
+    Key non_pawn_key(Color c) const;

    // Other properties of the position
    Color side_to_move() const;
    int   game_ply() const;
    bool  is_chess960() const;
    bool  is_draw(int ply) const;
+    bool  is_repetition(int ply) const;
    bool  upcoming_repetition(int ply) const;
    bool  has_repeated() const;
    int   rule50_count() const;
@@ -297,6 +303,10 @@ inline Key Position::pawn_key() const { return st->pawnKey; }

 inline Key Position::material_key() const { return st->materialKey; }

+inline Key Position::minor_piece_key() const { return st->minorPieceKey; }
+
+inline Key Position::non_pawn_key(Color c) const { return st->nonPawnKey[c]; }
+
 inline Value Position::non_pawn_material(Color c) const { return st->nonPawnMaterial[c]; }

 inline Value Position::non_pawn_material() const {
@@ -355,7 +365,9 @@ inline void Position::move_piece(Square from, Square to) {
    board[to]   = pc;
 }

-inline void Position::do_move(Move m, StateInfo& newSt) { do_move(m, newSt, gives_check(m)); }
+inline void Position::do_move(Move m, StateInfo& newSt, const TranspositionTable* tt = nullptr) {
+    do_move(m, newSt, gives_check(m), tt);
+}

 inline StateInfo* Position::state() const { return st; }

@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -29,7 +29,7 @@ namespace Stockfish {
 Score::Score(Value v, const Position& pos) {
    assert(-VALUE_INFINITE < v && v < VALUE_INFINITE);

-    if (std::abs(v) < VALUE_TB_WIN_IN_MAX_PLY)
+    if (!is_decisive(v))
    {
        score = InternalUnits{UCIEngine::to_cp(v, pos)};
    }
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -31,8 +31,8 @@
 #include <string_view>
 #include <vector>

+#include "history.h"
 #include "misc.h"
-#include "movepick.h"
 #include "nnue/network.h"
 #include "nnue/nnue_accumulator.h"
 #include "numa.h"
@@ -61,18 +61,21 @@ namespace Search {
 // shallower and deeper in the tree during the search. Each search thread has
 // its own array of Stack objects, indexed by the current ply.
 struct Stack {
-    Move*           pv;
-    PieceToHistory* continuationHistory;
-    int             ply;
-    Move            currentMove;
-    Move            excludedMove;
-    Value           staticEval;
-    int             statScore;
-    int             moveCount;
-    bool            inCheck;
-    bool            ttPv;
-    bool            ttHit;
-    int             cutoffCnt;
+    Move*                       pv;
+    PieceToHistory*             continuationHistory;
+    CorrectionHistory<PieceTo>* continuationCorrectionHistory;
+    int                         ply;
+    Move                        currentMove;
+    Move                        excludedMove;
+    Value                       staticEval;
+    int                         statScore;
+    int                         moveCount;
+    bool                        inCheck;
+    bool                        ttPv;
+    bool                        ttHit;
+    int                         cutoffCnt;
+    int                         reduction;
+    bool                        isTTMove;
 };


@@ -90,15 +93,16 @@ struct RootMove {
        return m.score != score ? m.score < score : m.previousScore < previousScore;
    }

-    uint64_t          effort          = 0;
-    Value             score           = -VALUE_INFINITE;
-    Value             previousScore   = -VALUE_INFINITE;
-    Value             averageScore    = -VALUE_INFINITE;
-    Value             uciScore        = -VALUE_INFINITE;
-    bool              scoreLowerbound = false;
-    bool              scoreUpperbound = false;
-    int               selDepth        = 0;
-    int               tbRank          = 0;
+    uint64_t          effort           = 0;
+    Value             score            = -VALUE_INFINITE;
+    Value             previousScore    = -VALUE_INFINITE;
+    Value             averageScore     = -VALUE_INFINITE;
+    Value             meanSquaredScore = -VALUE_INFINITE * VALUE_INFINITE;
+    Value             uciScore         = -VALUE_INFINITE;
+    bool              scoreLowerbound  = false;
+    bool              scoreUpperbound  = false;
+    int               selDepth         = 0;
+    int               tbRank           = 0;
    Value             tbScore;
    std::vector<Move> pv;
 };
@@ -124,7 +128,6 @@ struct LimitsType {
    int                      movestogo, depth, mate, perft, infinite;
    uint64_t                 nodes;
    bool                     ponderMode;
-    Square                   capSq;
 };


@@ -277,11 +280,17 @@ class Worker {
    void ensure_network_replicated();

    // Public because they need to be updatable by the stats
-    ButterflyHistory      mainHistory;
+    ButterflyHistory mainHistory;
+    LowPlyHistory    lowPlyHistory;
+
    CapturePieceToHistory captureHistory;
    ContinuationHistory   continuationHistory[2][2];
    PawnHistory           pawnHistory;
-    CorrectionHistory     correctionHistory;
+
+    CorrectionHistory<Pawn>         pawnCorrectionHistory;
+    CorrectionHistory<Minor>        minorPieceCorrectionHistory;
+    CorrectionHistory<NonPawn>      nonPawnCorrectionHistory[COLOR_NB];
+    CorrectionHistory<Continuation> continuationCorrectionHistory;

   private:
    void iterative_deepening();
@@ -305,6 +314,8 @@ class Worker {
    TimePoint elapsed() const;
    TimePoint elapsed_time() const;

+    Value evaluate(const Position&);
+
    LimitsType limits;

    size_t                pvIdx, pvLast;
@@ -342,6 +353,11 @@ class Worker {
    friend class SearchManager;
 };

+struct ConthistBonus {
+    int index;
+    int weight;
+};
+

 }  // namespace Search

@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1620,7 +1620,7 @@ bool Tablebases::root_probe(Position&          pos,
            WDLScore wdl = -probe_wdl(pos, &result);
            dtz          = dtz_before_zeroing(wdl);
        }
-        else if (pos.is_draw(1))
+        else if ((rule50 && pos.is_draw(1)) || pos.is_repetition(1))
        {
            // In case a root move leads to a draw by repetition or 50-move rule,
            // we set dtz to zero. Note: since we are only 1 ply from the root,
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -329,13 +329,13 @@ Thread* ThreadPool::get_best_thread() const {
        const auto bestThreadMoveVote = votes[bestThreadPV[0]];
        const auto newThreadMoveVote  = votes[newThreadPV[0]];

-        const bool bestThreadInProvenWin = bestThreadScore >= VALUE_TB_WIN_IN_MAX_PLY;
-        const bool newThreadInProvenWin  = newThreadScore >= VALUE_TB_WIN_IN_MAX_PLY;
+        const bool bestThreadInProvenWin = is_win(bestThreadScore);
+        const bool newThreadInProvenWin  = is_win(newThreadScore);

        const bool bestThreadInProvenLoss =
-          bestThreadScore != -VALUE_INFINITE && bestThreadScore <= VALUE_TB_LOSS_IN_MAX_PLY;
+          bestThreadScore != -VALUE_INFINITE && is_loss(bestThreadScore);
        const bool newThreadInProvenLoss =
-          newThreadScore != -VALUE_INFINITE && newThreadScore <= VALUE_TB_LOSS_IN_MAX_PLY;
+          newThreadScore != -VALUE_INFINITE && is_loss(newThreadScore);

        // We make sure not to pick a thread with truncated principal variation
        const bool betterVotingValue =
@@ -355,7 +355,7 @@ Thread* ThreadPool::get_best_thread() const {
                bestThread = th.get();
        }
        else if (newThreadInProvenWin || newThreadInProvenLoss
-                 || (newThreadScore > VALUE_TB_LOSS_IN_MAX_PLY
+                 || (!is_loss(newThreadScore)
                     && (newThreadMoveVote > bestThreadMoveVote
                         || (newThreadMoveVote == bestThreadMoveVote && betterVotingValue))))
            bestThread = th.get();
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -87,18 +87,20 @@ void TimeManagement::init(Search::LimitsType& limits,
    const TimePoint scaledTime  = limits.time[us] / scaleFactor;
    const TimePoint scaledInc   = limits.inc[us] / scaleFactor;

-    // Maximum move horizon of 50 moves
-    int mtg = limits.movestogo ? std::min(limits.movestogo, 50) : 50;
+    // Maximum move horizon
+    int centiMTG = limits.movestogo ? std::min(limits.movestogo * 100, 5000) : 5051;

    // If less than one second, gradually reduce mtg
-    if (scaledTime < 1000 && double(mtg) / scaledInc > 0.05)
+    if (scaledTime < 1000 && double(centiMTG) / scaledInc > 5.051)
    {
-        mtg = scaledTime * 0.05;
+        centiMTG = scaledTime * 5.051;
    }

    // Make sure timeLeft is > 0 since we may use it as a divisor
-    TimePoint timeLeft = std::max(TimePoint(1), limits.time[us] + limits.inc[us] * (mtg - 1)
-                                                  - moveOverhead * (2 + mtg));
+    TimePoint timeLeft =
+      std::max(TimePoint(1),
+               limits.time[us]
+                 + (limits.inc[us] * (centiMTG - 100) - moveOverhead * (200 + centiMTG)) / 100);

    // x basetime (+ z increment)
    // If there is a healthy increment, timeLeft can exceed the actual available
@@ -107,31 +109,32 @@ void TimeManagement::init(Search::LimitsType& limits,
    {
        // Extra time according to timeLeft
        if (originalTimeAdjust < 0)
-            originalTimeAdjust = 0.3285 * std::log10(timeLeft) - 0.4830;
+            originalTimeAdjust = 0.3128 * std::log10(timeLeft) - 0.4354;

        // Calculate time constants based on current time left.
        double logTimeInSec = std::log10(scaledTime / 1000.0);
-        double optConstant  = std::min(0.00308 + 0.000319 * logTimeInSec, 0.00506);
-        double maxConstant  = std::max(3.39 + 3.01 * logTimeInSec, 2.93);
+        double optConstant  = std::min(0.0032116 + 0.000321123 * logTimeInSec, 0.00508017);
+        double maxConstant  = std::max(3.3977 + 3.03950 * logTimeInSec, 2.94761);

-        optScale = std::min(0.0122 + std::pow(ply + 2.95, 0.462) * optConstant,
-                            0.213 * limits.time[us] / timeLeft)
+        optScale = std::min(0.0121431 + std::pow(ply + 2.94693, 0.461073) * optConstant,
+                            0.213035 * limits.time[us] / timeLeft)
                 * originalTimeAdjust;

-        maxScale = std::min(6.64, maxConstant + ply / 12.0);
+        maxScale = std::min(6.67704, maxConstant + ply / 11.9847);
    }

    // x moves in y seconds (+ z increment)
    else
    {
-        optScale = std::min((0.88 + ply / 116.4) / mtg, 0.88 * limits.time[us] / timeLeft);
-        maxScale = std::min(6.3, 1.5 + 0.11 * mtg);
+        optScale =
+          std::min((0.88 + ply / 116.4) / (centiMTG / 100.0), 0.88 * limits.time[us] / timeLeft);
+        maxScale = 1.3 + 0.11 * (centiMTG / 100.0);
    }

    // Limit the maximum possible time for this move
    optimumTime = TimePoint(optScale * timeLeft);
    maximumTime =
-      TimePoint(std::min(0.825 * limits.time[us] - moveOverhead, maxScale * optimumTime)) - 10;
+      TimePoint(std::min(0.825179 * limits.time[us] - moveOverhead, maxScale * optimumTime)) - 10;

    if (options["Ponder"])
        optimumTime += optimumTime / 4;
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -193,13 +193,13 @@ void TranspositionTable::clear(ThreadPool& threads) {
 // Returns an approximation of the hashtable
 // occupation during a search. The hash is x permill full, as per UCI protocol.
 // Only counts entries which match the current generation.
-int TranspositionTable::hashfull() const {
-
-    int cnt = 0;
+int TranspositionTable::hashfull(int maxAge) const {
+    int maxAgeInternal = maxAge << GENERATION_BITS;
+    int cnt            = 0;
    for (int i = 0; i < 1000; ++i)
        for (int j = 0; j < ClusterSize; ++j)
            cnt += table[i].entry[j].is_occupied()
-                && (table[i].entry[j].genBound8 & GENERATION_MASK) == generation8;
+                && table[i].entry[j].relative_age(generation8) <= maxAgeInternal;

    return cnt / ClusterSize;
 }
@@ -238,7 +238,9 @@ std::tuple<bool, TTData, TTWriter> TranspositionTable::probe(const Key key) cons
            > tte[i].depth8 - tte[i].relative_age(generation8) * 2)
            replace = &tte[i];

-    return {false, TTData(), TTWriter(replace)};
+    return {false,
+            TTData{Move::none(), VALUE_NONE, VALUE_NONE, DEPTH_ENTRY_OFFSET, BOUND_NONE, false},
+            TTWriter(replace)};
 }


@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -51,6 +51,18 @@ struct TTData {
    Depth depth;
    Bound bound;
    bool  is_pv;
+
+    TTData() = delete;
+
+    // clang-format off
+    TTData(Move m, Value v, Value ev, Depth d, Bound b, bool pv) :
+        move(m),
+        value(v),
+        eval(ev),
+        depth(d),
+        bound(b),
+        is_pv(pv) {};
+    // clang-format on
 };


@@ -73,7 +85,7 @@ class TranspositionTable {

    void resize(size_t mbSize, ThreadPool& threads);  // Set TT size
    void clear(ThreadPool& threads);                  // Re-initialize memory, multithreaded
-    int  hashfull()
+    int  hashfull(int maxAge = 0)
      const;  // Approximate what fraction of entries (permille) have been written to during this root search

    void
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -55,7 +55,7 @@ void Tune::make_option(OptionsMap* opts, const string& n, int v, const SetRange&
    if (TuneResults.count(n))
        v = TuneResults[n];

-    (*opts)[n] << Option(v, r(v).first, r(v).second, on_tune);
+    opts->add(n, Option(v, r(v).first, r(v).second, on_tune));
    LastOption = &((*opts)[n]);

    // Print formatted parameters, ready to be copy-pasted in Fishtest
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -155,6 +155,21 @@ constexpr Value VALUE_TB                 = VALUE_MATE_IN_MAX_PLY - 1;
 constexpr Value VALUE_TB_WIN_IN_MAX_PLY  = VALUE_TB - MAX_PLY;
 constexpr Value VALUE_TB_LOSS_IN_MAX_PLY = -VALUE_TB_WIN_IN_MAX_PLY;

+
+constexpr bool is_valid(Value value) { return value != VALUE_NONE; }
+
+constexpr bool is_win(Value value) {
+    assert(is_valid(value));
+    return value >= VALUE_TB_WIN_IN_MAX_PLY;
+}
+
+constexpr bool is_loss(Value value) {
+    assert(is_valid(value));
+    return value <= VALUE_TB_LOSS_IN_MAX_PLY;
+}
+
+constexpr bool is_decisive(Value value) { return is_win(value) || is_loss(value); }
+
 // In the code, we make the assumption that these values
 // are such that non_pawn_material() can be used to uniquely
 // identify the material on the board.
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -22,6 +22,7 @@
 #include <cctype>
 #include <cmath>
 #include <cstdint>
+#include <iterator>
 #include <optional>
 #include <sstream>
 #include <string_view>
@@ -30,6 +31,7 @@

 #include "benchmark.h"
 #include "engine.h"
+#include "memory.h"
 #include "movegen.h"
 #include "position.h"
 #include "score.h"
@@ -39,6 +41,8 @@

 namespace Stockfish {

+constexpr auto BenchmarkCommand = "speedtest";
+
 constexpr auto StartFEN = "rnbqkbnr/pppppppp/8/8/8/8/PPPPPPPP/RNBQKBNR w KQkq - 0 1";
 template<typename... Ts>
 struct overload: Ts... {
@@ -48,7 +52,7 @@ struct overload: Ts... {
 template<typename... Ts>
 overload(Ts...) -> overload<Ts...>;

-void UCIEngine::print_info_string(const std::string& str) {
+void UCIEngine::print_info_string(std::string_view str) {
    sync_cout_start();
    for (auto& line : split(str, "\n"))
    {
@@ -69,11 +73,16 @@ UCIEngine::UCIEngine(int argc, char** argv) :
            print_info_string(*str);
    });

+    init_search_update_listeners();
+}
+
+void UCIEngine::init_search_update_listeners() {
    engine.set_on_iter([](const auto& i) { on_iter(i); });
    engine.set_on_update_no_moves([](const auto& i) { on_update_no_moves(i); });
    engine.set_on_update_full(
      [this](const auto& i) { on_update_full(i, engine.get_options()["UCI_ShowWDL"]); });
    engine.set_on_bestmove([](const auto& bm, const auto& p) { on_bestmove(bm, p); });
+    engine.set_on_verify_networks([](const auto& s) { print_info_string(s); });
 }

 void UCIEngine::loop() {
@@ -117,7 +126,7 @@ void UCIEngine::loop() {
        {
            // send info strings after the go command is sent for old GUIs and python-chess
            print_info_string(engine.numa_config_information_as_string());
-            print_info_string(engine.thread_binding_information_as_string());
+            print_info_string(engine.thread_allocation_information_as_string());
            go(is);
        }
        else if (token == "position")
@@ -133,6 +142,8 @@ void UCIEngine::loop() {
            engine.flip();
        else if (token == "bench")
            bench(is);
+        else if (token == BenchmarkCommand)
+            benchmark(is);
        else if (token == "d")
            sync_cout << engine.visualize() << sync_endl;
        else if (token == "eval")
@@ -285,6 +296,169 @@ void UCIEngine::bench(std::istream& args) {
    engine.set_on_update_full([&](const auto& i) { on_update_full(i, options["UCI_ShowWDL"]); });
 }

+void UCIEngine::benchmark(std::istream& args) {
+    // Probably not very important for a test this long, but include for completeness and sanity.
+    static constexpr int NUM_WARMUP_POSITIONS = 3;
+
+    std::string token;
+    uint64_t    nodes = 0, cnt = 1;
+    uint64_t    nodesSearched = 0;
+
+    engine.set_on_update_full([&](const Engine::InfoFull& i) { nodesSearched = i.nodes; });
+
+    engine.set_on_iter([](const auto&) {});
+    engine.set_on_update_no_moves([](const auto&) {});
+    engine.set_on_bestmove([](const auto&, const auto&) {});
+    engine.set_on_verify_networks([](const auto&) {});
+
+    Benchmark::BenchmarkSetup setup = Benchmark::setup_benchmark(args);
+
+    const int numGoCommands = count_if(setup.commands.begin(), setup.commands.end(),
+                                       [](const std::string& s) { return s.find("go ") == 0; });
+
+    TimePoint totalTime = 0;
+
+    // Set options once at the start.
+    auto ss = std::istringstream("name Threads value " + std::to_string(setup.threads));
+    setoption(ss);
+    ss = std::istringstream("name Hash value " + std::to_string(setup.ttSize));
+    setoption(ss);
+    ss = std::istringstream("name UCI_Chess960 value false");
+    setoption(ss);
+
+    // Warmup
+    for (const auto& cmd : setup.commands)
+    {
+        std::istringstream is(cmd);
+        is >> std::skipws >> token;
+
+        if (token == "go")
+        {
+            // One new line is produced by the search, so omit it here
+            std::cerr << "\rWarmup position " << cnt++ << '/' << NUM_WARMUP_POSITIONS;
+
+            Search::LimitsType limits = parse_limits(is);
+
+            TimePoint elapsed = now();
+
+            // Run with silenced network verification
+            engine.go(limits);
+            engine.wait_for_search_finished();
+
+            totalTime += now() - elapsed;
+
+            nodes += nodesSearched;
+            nodesSearched = 0;
+        }
+        else if (token == "position")
+            position(is);
+        else if (token == "ucinewgame")
+        {
+            engine.search_clear();  // search_clear may take a while
+        }
+
+        if (cnt > NUM_WARMUP_POSITIONS)
+            break;
+    }
+
+    std::cerr << "\n";
+
+    cnt   = 1;
+    nodes = 0;
+
+    int           numHashfullReadings = 0;
+    constexpr int hashfullAges[]      = {0, 999};  // Only normal hashfull and touched hash.
+    int           totalHashfull[std::size(hashfullAges)] = {0};
+    int           maxHashfull[std::size(hashfullAges)]   = {0};
+
+    auto updateHashfullReadings = [&]() {
+        numHashfullReadings += 1;
+
+        for (int i = 0; i < static_cast<int>(std::size(hashfullAges)); ++i)
+        {
+            const int hashfull = engine.get_hashfull(hashfullAges[i]);
+            maxHashfull[i]     = std::max(maxHashfull[i], hashfull);
+            totalHashfull[i] += hashfull;
+        }
+    };
+
+    engine.search_clear();  // search_clear may take a while
+
+    for (const auto& cmd : setup.commands)
+    {
+        std::istringstream is(cmd);
+        is >> std::skipws >> token;
+
+        if (token == "go")
+        {
+            // One new line is produced by the search, so omit it here
+            std::cerr << "\rPosition " << cnt++ << '/' << numGoCommands;
+
+            Search::LimitsType limits = parse_limits(is);
+
+            TimePoint elapsed = now();
+
+            // Run with silenced network verification
+            engine.go(limits);
+            engine.wait_for_search_finished();
+
+            totalTime += now() - elapsed;
+
+            updateHashfullReadings();
+
+            nodes += nodesSearched;
+            nodesSearched = 0;
+        }
+        else if (token == "position")
+            position(is);
+        else if (token == "ucinewgame")
+        {
+            engine.search_clear();  // search_clear may take a while
+        }
+    }
+
+    totalTime = std::max<TimePoint>(totalTime, 1);  // Ensure positivity to avoid a 'divide by zero'
+
+    dbg_print();
+
+    std::cerr << "\n";
+
+    static_assert(
+      std::size(hashfullAges) == 2 && hashfullAges[0] == 0 && hashfullAges[1] == 999,
+      "Hardcoded for display. Would complicate the code needlessly in the current state.");
+
+    std::string threadBinding = engine.thread_binding_information_as_string();
+    if (threadBinding.empty())
+        threadBinding = "none";
+
+    // clang-format off
+
+    std::cerr << "==========================="
+              << "\nVersion                    : "
+              << engine_version_info()
+              // "\nCompiled by                : "
+              << compiler_info()
+              << "Large pages                : " << (has_large_pages() ? "yes" : "no")
+              << "\nUser invocation            : " << BenchmarkCommand << " "
+              << setup.originalInvocation << "\nFilled invocation          : " << BenchmarkCommand
+              << " " << setup.filledInvocation
+              << "\nAvailable processors       : " << engine.get_numa_config_as_string()
+              << "\nThread count               : " << setup.threads
+              << "\nThread binding             : " << threadBinding
+              << "\nTT size [MiB]              : " << setup.ttSize
+              << "\nHash max, avg [per mille]  : "
+              << "\n    single search          : " << maxHashfull[0] << ", "
+              << totalHashfull[0] / numHashfullReadings
+              << "\n    single game            : " << maxHashfull[1] << ", "
+              << totalHashfull[1] / numHashfullReadings
+              << "\nTotal nodes searched       : " << nodes
+              << "\nTotal search time [s]      : " << totalTime / 1000.0
+              << "\nNodes/second               : " << 1000 * nodes / totalTime << std::endl;
+
+    // clang-format on
+
+    init_search_update_listeners();
+}

 void UCIEngine::setoption(std::istringstream& is) {
    engine.wait_for_search_finished();
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -58,10 +58,11 @@ class UCIEngine {
    Engine      engine;
    CommandLine cli;

-    static void print_info_string(const std::string& str);
+    static void print_info_string(std::string_view str);

    void          go(std::istringstream& is);
    void          bench(std::istream& args);
+    void          benchmark(std::istream& args);
    void          position(std::istringstream& is);
    void          setoption(std::istringstream& is);
    std::uint64_t perft(const Search::LimitsType&);
@@ -70,6 +71,8 @@ class UCIEngine {
    static void on_update_full(const Engine::InfoFull& info, bool showWDL);
    static void on_iter(const Engine::InfoIter& info);
    static void on_bestmove(std::string_view bestmove, std::string_view ponder);
+
+    void init_search_update_listeners();
 };

 }  // namespace Stockfish
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -21,6 +21,7 @@
 #include <algorithm>
 #include <cassert>
 #include <cctype>
+#include <cstdlib>
 #include <iostream>
 #include <sstream>
 #include <utility>
@@ -57,17 +58,31 @@ void OptionsMap::setoption(std::istringstream& is) {
        sync_cout << "No such option: " << name << sync_endl;
 }

-Option OptionsMap::operator[](const std::string& name) const {
+const Option& OptionsMap::operator[](const std::string& name) const {
    auto it = options_map.find(name);
-    return it != options_map.end() ? it->second : Option(this);
+    assert(it != options_map.end());
+    return it->second;
 }

-Option& OptionsMap::operator[](const std::string& name) {
+// Inits options and assigns idx in the correct printing order
+void OptionsMap::add(const std::string& name, const Option& option) {
    if (!options_map.count(name))
-        options_map[name] = Option(this);
-    return options_map[name];
+    {
+        static size_t insert_order = 0;
+
+        options_map[name] = option;
+
+        options_map[name].parent = this;
+        options_map[name].idx    = insert_order++;
+    }
+    else
+    {
+        std::cerr << "Option \"" << name << "\" was already added!" << std::endl;
+        std::exit(EXIT_FAILURE);
+    }
 }

+
 std::size_t OptionsMap::count(const std::string& name) const { return options_map.count(name); }

 Option::Option(const OptionsMap* map) :
@@ -130,19 +145,6 @@ bool Option::operator==(const char* s) const {
 bool Option::operator!=(const char* s) const { return !(*this == s); }


-// Inits options and assigns idx in the correct printing order
-
-void Option::operator<<(const Option& o) {
-
-    static size_t insert_order = 0;
-
-    auto p = this->parent;
-    *this  = o;
-
-    this->parent = p;
-    idx          = insert_order++;
-}
-
 // Updates currentValue and triggers on_change() action. It's up to
 // the GUI to check for option's limits, but we could receive the new value
 // from the user by console window, so let's check the bounds anyway.
@@ -161,7 +163,7 @@ Option& Option::operator=(const std::string& v) {
        std::string        token;
        std::istringstream ss(defaultValue);
        while (ss >> token)
-            comboMap[token] << Option();
+            comboMap.add(token, Option());
        if (!comboMap.count(v) || v == "var")
            return *this;
    }
@@ -1,6 +1,6 @@
 /*
  Stockfish, a UCI chess playing engine derived from Glaurung 2.1
-  Copyright (C) 2004-2024 The Stockfish developers (see AUTHORS file)
+  Copyright (C) 2004-2025 The Stockfish developers (see AUTHORS file)

  Stockfish is free software: you can redistribute it and/or modify
  it under the terms of the GNU General Public License as published by
@@ -54,12 +54,13 @@ class Option {

    friend std::ostream& operator<<(std::ostream&, const OptionsMap&);

+    int operator<<(const Option&) = delete;
+
   private:
    friend class OptionsMap;
    friend class Engine;
    friend class Tune;

-    void operator<<(const Option&);

    std::string       defaultValue, currentValue, type;
    int               min, max;
@@ -82,8 +83,9 @@ class OptionsMap {

    void setoption(std::istringstream&);

-    Option  operator[](const std::string&) const;
-    Option& operator[](const std::string&);
+    const Option& operator[](const std::string&) const;
+
+    void add(const std::string&, const Option& option);

    std::size_t count(const std::string&) const;

@@ -0,0 +1 @@
+*.sh text eol=lf
@@ -0,0 +1,520 @@
+import argparse
+import re
+import sys
+import subprocess
+import pathlib
+import os
+
+from testing import (
+    EPD,
+    TSAN,
+    Stockfish as Engine,
+    MiniTestFramework,
+    OrderedClassMembers,
+    Valgrind,
+    Syzygy,
+)
+
+PATH = pathlib.Path(__file__).parent.resolve()
+CWD = os.getcwd()
+
+
+def get_prefix():
+    if args.valgrind:
+        return Valgrind.get_valgrind_command()
+    if args.valgrind_thread:
+        return Valgrind.get_valgrind_thread_command()
+
+    return []
+
+
+def get_threads():
+    if args.valgrind_thread or args.sanitizer_thread:
+        return 2
+    return 1
+
+
+def get_path():
+    return os.path.abspath(os.path.join(CWD, args.stockfish_path))
+
+
+def postfix_check(output):
+    if args.sanitizer_undefined:
+        for idx, line in enumerate(output):
+            if "runtime error:" in line:
+                # print next possible 50 lines
+                for i in range(50):
+                    debug_idx = idx + i
+                    if debug_idx < len(output):
+                        print(output[debug_idx])
+                return False
+
+    if args.sanitizer_thread:
+        for idx, line in enumerate(output):
+            if "WARNING: ThreadSanitizer:" in line:
+                # print next possible 50 lines
+                for i in range(50):
+                    debug_idx = idx + i
+                    if debug_idx < len(output):
+                        print(output[debug_idx])
+                return False
+
+    return True
+
+
+def Stockfish(*args, **kwargs):
+    return Engine(get_prefix(), get_path(), *args, **kwargs)
+
+
+class TestCLI(metaclass=OrderedClassMembers):
+
+    def beforeAll(self):
+        pass
+
+    def afterAll(self):
+        pass
+
+    def beforeEach(self):
+        self.stockfish = None
+
+    def afterEach(self):
+        assert postfix_check(self.stockfish.get_output()) == True
+        self.stockfish.clear_output()
+
+    def test_eval(self):
+        self.stockfish = Stockfish("eval".split(" "), True)
+        assert self.stockfish.process.returncode == 0
+
+    def test_go_nodes_1000(self):
+        self.stockfish = Stockfish("go nodes 1000".split(" "), True)
+        assert self.stockfish.process.returncode == 0
+
+    def test_go_depth_10(self):
+        self.stockfish = Stockfish("go depth 10".split(" "), True)
+        assert self.stockfish.process.returncode == 0
+
+    def test_go_perft_4(self):
+        self.stockfish = Stockfish("go perft 4".split(" "), True)
+        assert self.stockfish.process.returncode == 0
+
+    def test_go_movetime_1000(self):
+        self.stockfish = Stockfish("go movetime 1000".split(" "), True)
+        assert self.stockfish.process.returncode == 0
+
+    def test_go_wtime_8000_btime_8000_winc_500_binc_500(self):
+        self.stockfish = Stockfish(
+            "go wtime 8000 btime 8000 winc 500 binc 500".split(" "),
+            True,
+        )
+        assert self.stockfish.process.returncode == 0
+
+    def test_go_wtime_1000_btime_1000_winc_0_binc_0(self):
+        self.stockfish = Stockfish(
+            "go wtime 1000 btime 1000 winc 0 binc 0".split(" "),
+            True,
+        )
+        assert self.stockfish.process.returncode == 0
+
+    def test_go_wtime_1000_btime_1000_winc_0_binc_0_movestogo_5(self):
+        self.stockfish = Stockfish(
+            "go wtime 1000 btime 1000 winc 0 binc 0 movestogo 5".split(" "),
+            True,
+        )
+        assert self.stockfish.process.returncode == 0
+
+    def test_go_movetime_200(self):
+        self.stockfish = Stockfish("go movetime 200".split(" "), True)
+        assert self.stockfish.process.returncode == 0
+
+    def test_go_nodes_20000_searchmoves_e2e4_d2d4(self):
+        self.stockfish = Stockfish(
+            "go nodes 20000 searchmoves e2e4 d2d4".split(" "), True
+        )
+        assert self.stockfish.process.returncode == 0
+
+    def test_bench_128_threads_8_default_depth(self):
+        self.stockfish = Stockfish(
+            f"bench 128 {get_threads()} 8 default depth".split(" "),
+            True,
+        )
+        assert self.stockfish.process.returncode == 0
+
+    def test_bench_128_threads_3_bench_tmp_epd_depth(self):
+        self.stockfish = Stockfish(
+            f"bench 128 {get_threads()} 3 {os.path.join(PATH,'bench_tmp.epd')} depth".split(
+                " "
+            ),
+            True,
+        )
+        assert self.stockfish.process.returncode == 0
+
+    def test_d(self):
+        self.stockfish = Stockfish("d".split(" "), True)
+        assert self.stockfish.process.returncode == 0
+
+    def test_compiler(self):
+        self.stockfish = Stockfish("compiler".split(" "), True)
+        assert self.stockfish.process.returncode == 0
+
+    def test_license(self):
+        self.stockfish = Stockfish("license".split(" "), True)
+        assert self.stockfish.process.returncode == 0
+
+    def test_uci(self):
+        self.stockfish = Stockfish("uci".split(" "), True)
+        assert self.stockfish.process.returncode == 0
+
+    def test_export_net_verify_nnue(self):
+        current_path = os.path.abspath(os.getcwd())
+        self.stockfish = Stockfish(
+            f"export_net {os.path.join(current_path , 'verify.nnue')}".split(" "), True
+        )
+        assert self.stockfish.process.returncode == 0
+
+    # verify the generated net equals the base net
+
+    def test_network_equals_base(self):
+        self.stockfish = Stockfish(
+            ["uci"],
+            True,
+        )
+
+        output = self.stockfish.process.stdout
+
+        # find line
+        for line in output.split("\n"):
+            if "option name EvalFile type string default" in line:
+                network = line.split(" ")[-1]
+                break
+
+        # find network file in src dir
+        network = os.path.join(PATH.parent.resolve(), "src", network)
+
+        if not os.path.exists(network):
+            print(
+                f"Network file {network} not found, please download the network file over the make command."
+            )
+            assert False
+
+        diff = subprocess.run(["diff", network, f"verify.nnue"])
+
+        assert diff.returncode == 0
+
+
+class TestInteractive(metaclass=OrderedClassMembers):
+    def beforeAll(self):
+        self.stockfish = Stockfish()
+
+    def afterAll(self):
+        self.stockfish.quit()
+        assert self.stockfish.close() == 0
+
+    def afterEach(self):
+        assert postfix_check(self.stockfish.get_output()) == True
+        self.stockfish.clear_output()
+
+    def test_startup_output(self):
+        self.stockfish.starts_with("Stockfish")
+
+    def test_uci_command(self):
+        self.stockfish.send_command("uci")
+        self.stockfish.equals("uciok")
+
+    def test_set_threads_option(self):
+        self.stockfish.send_command(f"setoption name Threads value {get_threads()}")
+
+    def test_ucinewgame_and_startpos_nodes_1000(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command("position startpos")
+        self.stockfish.send_command("go nodes 1000")
+        self.stockfish.starts_with("bestmove")
+
+    def test_ucinewgame_and_startpos_moves(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command("position startpos moves e2e4 e7e6")
+        self.stockfish.send_command("go nodes 1000")
+        self.stockfish.starts_with("bestmove")
+
+    def test_fen_position_1(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command("position fen 5rk1/1K4p1/8/8/3B4/8/8/8 b - - 0 1")
+        self.stockfish.send_command("go nodes 1000")
+        self.stockfish.starts_with("bestmove")
+
+    def test_fen_position_2_flip(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command("position fen 5rk1/1K4p1/8/8/3B4/8/8/8 b - - 0 1")
+        self.stockfish.send_command("flip")
+        self.stockfish.send_command("go nodes 1000")
+        self.stockfish.starts_with("bestmove")
+
+    def test_depth_5_with_callback(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command("position startpos")
+        self.stockfish.send_command("go depth 5")
+
+        def callback(output):
+            regex = r"info depth \d+ seldepth \d+ multipv \d+ score cp \d+ nodes \d+ nps \d+ hashfull \d+ tbhits \d+ time \d+ pv"
+            if output.startswith("info depth") and not re.match(regex, output):
+                assert False
+            if output.startswith("bestmove"):
+                return True
+            return False
+
+        self.stockfish.check_output(callback)
+
+    def test_ucinewgame_and_go_depth_9(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command("setoption name UCI_ShowWDL value true")
+        self.stockfish.send_command("position startpos")
+        self.stockfish.send_command("go depth 9")
+
+        depth = 1
+
+        def callback(output):
+            nonlocal depth
+
+            regex = rf"info depth {depth} seldepth \d+ multipv \d+ score cp \d+ wdl \d+ \d+ \d+ nodes \d+ nps \d+ hashfull \d+ tbhits \d+ time \d+ pv"
+
+            if output.startswith("info depth"):
+                if not re.match(regex, output):
+                    assert False
+                depth += 1
+
+            if output.startswith("bestmove"):
+                assert depth == 10
+                return True
+
+            return False
+
+        self.stockfish.check_output(callback)
+
+    def test_clear_hash(self):
+        self.stockfish.send_command("setoption name Clear Hash")
+
+    def test_fen_position_mate_1(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command(
+            "position fen 5K2/8/2qk4/2nPp3/3r4/6B1/B7/3R4 w - e6"
+        )
+        self.stockfish.send_command("go depth 18")
+
+        self.stockfish.expect("* score mate 1 * pv d5e6")
+        self.stockfish.equals("bestmove d5e6")
+
+    def test_fen_position_mate_minus_1(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command(
+            "position fen 2brrb2/8/p7/Q7/1p1kpPp1/1P1pN1K1/3P4/8 b - -"
+        )
+        self.stockfish.send_command("go depth 18")
+        self.stockfish.expect("* score mate -1 *")
+        self.stockfish.starts_with("bestmove")
+
+    def test_fen_position_fixed_node(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command(
+            "position fen 5K2/8/2P1P1Pk/6pP/3p2P1/1P6/3P4/8 w - - 0 1"
+        )
+        self.stockfish.send_command("go nodes 500000")
+        self.stockfish.starts_with("bestmove")
+
+    def test_fen_position_with_mate_go_depth(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command(
+            "position fen 8/5R2/2K1P3/4k3/8/b1PPpp1B/5p2/8 w - -"
+        )
+        self.stockfish.send_command("go depth 18 searchmoves c6d7")
+        self.stockfish.expect("* score mate 2 * pv c6d7 * f7f5")
+
+        self.stockfish.starts_with("bestmove")
+
+    def test_fen_position_with_mate_go_mate(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command(
+            "position fen 8/5R2/2K1P3/4k3/8/b1PPpp1B/5p2/8 w - -"
+        )
+        self.stockfish.send_command("go mate 2 searchmoves c6d7")
+        self.stockfish.expect("* score mate 2 * pv c6d7 *")
+
+        self.stockfish.starts_with("bestmove")
+
+    def test_fen_position_with_mate_go_nodes(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command(
+            "position fen 8/5R2/2K1P3/4k3/8/b1PPpp1B/5p2/8 w - -"
+        )
+        self.stockfish.send_command("go nodes 500000 searchmoves c6d7")
+        self.stockfish.expect("* score mate 2 * pv c6d7 * f7f5")
+
+        self.stockfish.starts_with("bestmove")
+
+    def test_fen_position_depth_27(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command(
+            "position fen r1b2r1k/pp1p2pp/2p5/2B1q3/8/8/P1PN2PP/R4RK1 w - - 0 18"
+        )
+        self.stockfish.send_command("go")
+        self.stockfish.contains("score mate 1")
+
+        self.stockfish.starts_with("bestmove")
+
+    def test_fen_position_with_mate_go_depth_and_promotion(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command(
+            "position fen 8/5R2/2K1P3/4k3/8/b1PPpp1B/5p2/8 w - - moves c6d7 f2f1q"
+        )
+        self.stockfish.send_command("go depth 18")
+        self.stockfish.expect("* score mate 1 * pv f7f5")
+        self.stockfish.starts_with("bestmove f7f5")
+
+    def test_fen_position_with_mate_go_depth_and_searchmoves(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command(
+            "position fen 8/5R2/2K1P3/4k3/8/b1PPpp1B/5p2/8 w - -"
+        )
+        self.stockfish.send_command("go depth 18 searchmoves c6d7")
+        self.stockfish.expect("* score mate 2 * pv c6d7 * f7f5")
+
+        self.stockfish.starts_with("bestmove c6d7")
+
+    def test_fen_position_with_moves_with_mate_go_depth_and_searchmoves(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command(
+            "position fen 8/5R2/2K1P3/4k3/8/b1PPpp1B/5p2/8 w - - moves c6d7"
+        )
+        self.stockfish.send_command("go depth 18 searchmoves e3e2")
+        self.stockfish.expect("* score mate -1 * pv e3e2 f7f5")
+        self.stockfish.starts_with("bestmove e3e2")
+
+    def test_verify_nnue_network(self):
+        current_path = os.path.abspath(os.getcwd())
+        Stockfish(
+            f"export_net {os.path.join(current_path , 'verify.nnue')}".split(" "), True
+        )
+
+        self.stockfish.send_command("setoption name EvalFile value verify.nnue")
+        self.stockfish.send_command("position startpos")
+        self.stockfish.send_command("go depth 5")
+        self.stockfish.starts_with("bestmove")
+
+    def test_multipv_setting(self):
+        self.stockfish.send_command("setoption name MultiPV value 4")
+        self.stockfish.send_command("position startpos")
+        self.stockfish.send_command("go depth 5")
+        self.stockfish.starts_with("bestmove")
+
+    def test_fen_position_with_skill_level(self):
+        self.stockfish.send_command("setoption name Skill Level value 10")
+        self.stockfish.send_command("position startpos")
+        self.stockfish.send_command("go depth 5")
+        self.stockfish.starts_with("bestmove")
+
+        self.stockfish.send_command("setoption name Skill Level value 20")
+
+
+class TestSyzygy(metaclass=OrderedClassMembers):
+    def beforeAll(self):
+        self.stockfish = Stockfish()
+
+    def afterAll(self):
+        self.stockfish.quit()
+        assert self.stockfish.close() == 0
+
+    def afterEach(self):
+        assert postfix_check(self.stockfish.get_output()) == True
+        self.stockfish.clear_output()
+
+    def test_syzygy_setup(self):
+        self.stockfish.starts_with("Stockfish")
+        self.stockfish.send_command("uci")
+        self.stockfish.send_command(
+            f"setoption name SyzygyPath value {os.path.join(PATH, 'syzygy')}"
+        )
+        self.stockfish.expect(
+            "info string Found 35 WDL and 35 DTZ tablebase files (up to 4-man)."
+        )
+
+    def test_syzygy_bench(self):
+        self.stockfish.send_command("bench 128 1 8 default depth")
+        self.stockfish.expect("Nodes searched  :*")
+
+    def test_syzygy_position(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command("position fen 4k3/PP6/8/8/8/8/8/4K3 w - - 0 1")
+        self.stockfish.send_command("go depth 5")
+
+        def check_output(output):
+            if "score cp 20000" in output or "score mate" in output:
+                return True
+
+        self.stockfish.check_output(check_output)
+        self.stockfish.expect("bestmove *")
+
+    def test_syzygy_position_2(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command("position fen 8/1P6/2B5/8/4K3/8/6k1/8 w - - 0 1")
+        self.stockfish.send_command("go depth 5")
+
+        def check_output(output):
+            if "score cp 20000" in output or "score mate" in output:
+                return True
+
+        self.stockfish.check_output(check_output)
+        self.stockfish.expect("bestmove *")
+
+    def test_syzygy_position_3(self):
+        self.stockfish.send_command("ucinewgame")
+        self.stockfish.send_command("position fen 8/1P6/2B5/8/4K3/8/6k1/8 b - - 0 1")
+        self.stockfish.send_command("go depth 5")
+
+        def check_output(output):
+            if "score cp -20000" in output or "score mate" in output:
+                return True
+
+        self.stockfish.check_output(check_output)
+        self.stockfish.expect("bestmove *")
+
+
+def parse_args():
+    parser = argparse.ArgumentParser(description="Run Stockfish with testing options")
+    parser.add_argument("--valgrind", action="store_true", help="Run valgrind testing")
+    parser.add_argument(
+        "--valgrind-thread", action="store_true", help="Run valgrind-thread testing"
+    )
+    parser.add_argument(
+        "--sanitizer-undefined",
+        action="store_true",
+        help="Run sanitizer-undefined testing",
+    )
+    parser.add_argument(
+        "--sanitizer-thread", action="store_true", help="Run sanitizer-thread testing"
+    )
+
+    parser.add_argument(
+        "--none", action="store_true", help="Run without any testing options"
+    )
+    parser.add_argument("stockfish_path", type=str, help="Path to Stockfish binary")
+
+    return parser.parse_args()
+
+
+if __name__ == "__main__":
+    args = parse_args()
+
+    EPD.create_bench_epd()
+    TSAN.set_tsan_option()
+    Syzygy.download_syzygy()
+
+    framework = MiniTestFramework()
+
+    # Each test suite will be ran inside a temporary directory
+    framework.run([TestCLI, TestInteractive, TestSyzygy])
+
+    EPD.delete_bench_epd()
+    TSAN.unset_tsan_option()
+
+    if framework.has_failed():
+        sys.exit(1)
+
+    sys.exit(0)
@@ -1,301 +0,0 @@
-#!/bin/bash
-# check for errors under Valgrind or sanitizers.
-
-error()
-{
-  echo "instrumented testing failed on line $1"
-  exit 1
-}
-trap 'error ${LINENO}' ERR
-
-# define suitable post and prefixes for testing options
-case $1 in
-  --valgrind)
-    echo "valgrind testing started"
-    prefix=''
-    exeprefix='valgrind --error-exitcode=42 --errors-for-leak-kinds=all --leak-check=full'
-    postfix=''
-    threads="1"
-  ;;
-  --valgrind-thread)
-    echo "valgrind-thread testing started"
-    prefix=''
-    exeprefix='valgrind --fair-sched=try --error-exitcode=42'
-    postfix=''
-    threads="2"
-  ;;
-  --sanitizer-undefined)
-    echo "sanitizer-undefined testing started"
-    prefix='!'
-    exeprefix=''
-    postfix='2>&1 | grep -A50 "runtime error:"'
-    threads="1"
-  ;;
-  --sanitizer-thread)
-    echo "sanitizer-thread testing started"
-    prefix='!'
-    exeprefix=''
-    postfix='2>&1 | grep -A50 "WARNING: ThreadSanitizer:"'
-    threads="2"
-
-cat << EOF > tsan.supp
-race:Stockfish::TTEntry::read
-race:Stockfish::TTEntry::save
-
-race:Stockfish::TranspositionTable::probe
-race:Stockfish::TranspositionTable::hashfull
-
-EOF
-
-    export TSAN_OPTIONS="suppressions=./tsan.supp"
-
-  ;;
-  *)
-    echo "unknown testing started"
-    prefix=''
-    exeprefix=''
-    postfix=''
-    threads="1"
-  ;;
-esac
-
-cat << EOF > bench_tmp.epd
-Rn6/1rbq1bk1/2p2n1p/2Bp1p2/3Pp1pP/1N2P1P1/2Q1NPB1/6K1 w - - 2 26
-rnbqkb1r/ppp1pp2/5n1p/3p2p1/P2PP3/5P2/1PP3PP/RNBQKBNR w KQkq - 0 3
-3qnrk1/4bp1p/1p2p1pP/p2bN3/1P1P1B2/P2BQ3/5PP1/4R1K1 w - - 9 28
-r4rk1/1b2ppbp/pq4pn/2pp1PB1/1p2P3/1P1P1NN1/1PP3PP/R2Q1RK1 w - - 0 13
-EOF
-
-# simple command line testing
-for args in "eval" \
-            "go nodes 1000" \
-            "go depth 10" \
-            "go perft 4" \
-            "go movetime 1000" \
-            "go wtime 8000 btime 8000 winc 500 binc 500" \
-            "go wtime 1000 btime 1000 winc 0 binc 0" \
-            "go wtime 1000 btime 1000 winc 0 binc 0" \
-            "go wtime 1000 btime 1000 winc 0 binc 0 movestogo 5" \
-            "go movetime 200" \
-            "go nodes 20000 searchmoves e2e4 d2d4" \
-            "bench 128 $threads 8 default depth" \
-            "bench 128 $threads 3 bench_tmp.epd depth" \
-            "export_net verify.nnue" \
-            "d" \
-            "compiler" \
-            "license" \
-            "uci"
-do
-
-   echo "$prefix $exeprefix ./stockfish $args $postfix"
-   eval "$prefix $exeprefix ./stockfish $args $postfix"
-
-done
-
-# verify the generated net equals the base net
-network=`./stockfish uci | grep 'option name EvalFile type string default' | awk '{print $NF}'`
-echo "Comparing $network to the written verify.nnue"
-diff $network verify.nnue
-
-# more general testing, following an uci protocol exchange
-cat << EOF > game.exp
- set timeout 240
- # to correctly catch eof we need the following line
- # expect_before timeout { exit 2 } eof { exit 3 }
- expect_before timeout { exit 2 }
-
- spawn $exeprefix ./stockfish
- expect "Stockfish"
-
- send "uci\n"
- expect "uciok"
-
- # send "setoption name Debug Log File value debug.log\n"
- send "setoption name Threads value $threads\n"
-
- send "ucinewgame\n"
- send "position startpos\n"
- send "go nodes 1000\n"
- expect "bestmove"
-
- send "ucinewgame\n"
- send "position startpos moves e2e4 e7e6\n"
- send "go nodes 1000\n"
- expect "bestmove"
-
- send "ucinewgame\n"
- send "position fen 5rk1/1K4p1/8/8/3B4/8/8/8 b - - 0 1\n"
- send "go depth 10\n"
- expect "bestmove"
-
- send "ucinewgame\n"
- send "position fen 5rk1/1K4p1/8/8/3B4/8/8/8 b - - 0 1\n"
- send "flip\n"
- send "go depth 10\n"
- expect "bestmove"
-
- send "ucinewgame\n"
- send "position startpos\n"
- send "go depth 5\n"
- expect -re {info depth \d+ seldepth \d+ multipv \d+ score cp \d+ nodes \d+ nps \d+ hashfull \d+ tbhits \d+ time \d+ pv}
- expect "bestmove"
-
- send "ucinewgame\n"
- send "setoption name UCI_ShowWDL value true\n"
- send "position startpos\n"
- send "go depth 9\n"
- expect -re {info depth 1 seldepth \d+ multipv \d+ score cp \d+ wdl \d+ \d+ \d+ nodes \d+ nps \d+ hashfull \d+ tbhits \d+ time \d+ pv}
- expect -re {info depth 2 seldepth \d+ multipv \d+ score cp \d+ wdl \d+ \d+ \d+ nodes \d+ nps \d+ hashfull \d+ tbhits \d+ time \d+ pv}
- expect -re {info depth 3 seldepth \d+ multipv \d+ score cp \d+ wdl \d+ \d+ \d+ nodes \d+ nps \d+ hashfull \d+ tbhits \d+ time \d+ pv}
- expect -re {info depth 4 seldepth \d+ multipv \d+ score cp \d+ wdl \d+ \d+ \d+ nodes \d+ nps \d+ hashfull \d+ tbhits \d+ time \d+ pv}
- expect -re {info depth 5 seldepth \d+ multipv \d+ score cp \d+ wdl \d+ \d+ \d+ nodes \d+ nps \d+ hashfull \d+ tbhits \d+ time \d+ pv}
- expect -re {info depth 6 seldepth \d+ multipv \d+ score cp \d+ wdl \d+ \d+ \d+ nodes \d+ nps \d+ hashfull \d+ tbhits \d+ time \d+ pv}
- expect -re {info depth 7 seldepth \d+ multipv \d+ score cp \d+ wdl \d+ \d+ \d+ nodes \d+ nps \d+ hashfull \d+ tbhits \d+ time \d+ pv}
- expect -re {info depth 8 seldepth \d+ multipv \d+ score cp \d+ wdl \d+ \d+ \d+ nodes \d+ nps \d+ hashfull \d+ tbhits \d+ time \d+ pv}
- expect -re {info depth 9 seldepth \d+ multipv \d+ score cp \d+ wdl \d+ \d+ \d+ nodes \d+ nps \d+ hashfull \d+ tbhits \d+ time \d+ pv}
- expect "bestmove"
-
- send "setoption name Clear Hash\n"
-
- send "ucinewgame\n"
- send "position fen 5K2/8/2qk4/2nPp3/3r4/6B1/B7/3R4 w - e6\n"
- send "go depth 18\n"
- expect "score mate 1"
- expect "pv d5e6"
- expect "bestmove d5e6"
-
- send "ucinewgame\n"
- send "position fen 2brrb2/8/p7/Q7/1p1kpPp1/1P1pN1K1/3P4/8 b - -\n"
- send "go depth 18\n"
- expect "score mate -1"
- expect "bestmove"
-
- send "ucinewgame\n"
- send "position fen 7K/P1p1p1p1/2P1P1Pk/6pP/3p2P1/1P6/3P4/8 w - - 0 1\n"
- send "go nodes 500000\n"
- expect "bestmove"
-
- send "ucinewgame\n"
- send "position fen 8/5R2/2K1P3/4k3/8/b1PPpp1B/5p2/8 w - -\n"
- send "go depth 18 searchmoves c6d7\n"
- expect "score mate 2 * pv c6d7 * f7f5"
- expect "bestmove c6d7"
-
- send "ucinewgame\n"
- send "position fen 8/5R2/2K1P3/4k3/8/b1PPpp1B/5p2/8 w - -\n"
- send "go mate 2 searchmoves c6d7\n"
- expect "score mate 2 * pv c6d7"
- expect "bestmove c6d7"
-
- send "ucinewgame\n"
- send "position fen 8/5R2/2K1P3/4k3/8/b1PPpp1B/5p2/8 w - -\n"
- send "go nodes 500000 searchmoves c6d7\n"
- expect "score mate 2 * pv c6d7 * f7f5"
- expect "bestmove c6d7"
-
- send "ucinewgame\n"
- send "position fen 1NR2B2/5p2/5p2/1p1kpp2/1P2rp2/2P1pB2/2P1P1K1/8 b - - \n"
- send "go depth 27\n"
- expect "score mate -2"
- expect "pv d5e6 c8d8"
- expect "bestmove d5e6"
-
- send "ucinewgame\n"
- send "position fen 8/5R2/2K1P3/4k3/8/b1PPpp1B/5p2/8 w - - moves c6d7 f2f1q\n"
- send "go depth 18\n"
- expect "score mate 1 * pv f7f5"
- expect "bestmove f7f5"
- 
- send "ucinewgame\n"
- send "position fen 8/5R2/2K1P3/4k3/8/b1PPpp1B/5p2/8 w - -\n"
- send "go depth 18 searchmoves c6d7\n"
- expect "score mate 2 * pv c6d7 * f7f5"
- expect "bestmove c6d7"
- 
- send "ucinewgame\n"
- send "position fen 8/5R2/2K1P3/4k3/8/b1PPpp1B/5p2/8 w - - moves c6d7\n"
- send "go depth 18 searchmoves e3e2\n"
- expect "score mate -1 * pv e3e2 f7f5"
- expect "bestmove e3e2"
-
- send "setoption name EvalFile value verify.nnue\n"
- send "position startpos\n"
- send "go depth 5\n"
- expect "bestmove"
-
- send "setoption name MultiPV value 4\n"
- send "position startpos\n"
- send "go depth 5\n"
- expect "bestmove"
-
- send "setoption name Skill Level value 10\n"
- send "position startpos\n"
- send "go depth 5\n"
- expect "bestmove"
- send "setoption name Skill Level value 20\n"
-
- send "quit\n"
- expect eof
-
- # return error code of the spawned program, useful for Valgrind
- lassign [wait] pid spawnid os_error_flag value
- exit \$value
-EOF
-
-#download TB as needed
-if [ ! -d ../tests/syzygy ]; then
-   curl -sL https://api.github.com/repos/niklasf/python-chess/tarball/9b9aa13f9f36d08aadfabff872882f4ab1494e95 | tar -xzf -
-   mv niklasf-python-chess-9b9aa13 ../tests/syzygy
-fi
-
-cat << EOF > syzygy.exp
- set timeout 240
- # to correctly catch eof we need the following line
- # expect_before timeout { exit 2 } eof { exit 3 }
- expect_before timeout { exit 2 }
- spawn $exeprefix ./stockfish
- expect "Stockfish"
- send "uci\n"
- send "setoption name SyzygyPath value ../tests/syzygy/\n"
- expect "info string Found 35 WDL and 35 DTZ tablebase files (up to 4-man)."
- send "bench 128 1 8 default depth\n"
- expect "Nodes searched  :"
- send "ucinewgame\n"
- send "position fen 4k3/PP6/8/8/8/8/8/4K3 w - - 0 1\n"
- send "go depth 5\n"
- expect -re {score cp 20000|score mate}
- expect "bestmove"
- send "ucinewgame\n"
- send "position fen 8/1P6/2B5/8/4K3/8/6k1/8 w - - 0 1\n"
- send "go depth 5\n"
- expect -re {score cp 20000|score mate}
- expect "bestmove"
- send "ucinewgame\n"
- send "position fen 8/1P6/2B5/8/4K3/8/6k1/8 b - - 0 1\n"
- send "go depth 5\n"
- expect -re {score cp -20000|score mate}
- expect "bestmove"
- send "quit\n"
- expect eof
-
- # return error code of the spawned program, useful for Valgrind
- lassign [wait] pid spawnid os_error_flag value
- exit \$value
-EOF
-
-for exp in game.exp syzygy.exp
-do
-
-  echo "======== $exp =============="
-  cat $exp
-  echo "============================"
-  echo "$prefix expect $exp $postfix"
-  eval "$prefix expect $exp $postfix"
-
-  rm $exp
-
-done
-
-rm -f tsan.supp bench_tmp.epd
-
-echo "instrumented testing OK"
@@ -1,5 +1,5 @@
 #!/bin/bash
-# verify perft numbers (positions from www.chessprogramming.org/Perft_Results)
+# verify perft numbers (positions from https://www.chessprogramming.org/Perft_Results)

 error()
 {
@@ -0,0 +1,400 @@
+import subprocess
+from typing import List
+import os
+import collections
+import time
+import sys
+import traceback
+import fnmatch
+from functools import wraps
+from contextlib import redirect_stdout
+import io
+import tarfile
+import pathlib
+import concurrent.futures
+import tempfile
+import shutil
+import requests
+
+CYAN_COLOR = "\033[36m"
+GRAY_COLOR = "\033[2m"
+RED_COLOR = "\033[31m"
+GREEN_COLOR = "\033[32m"
+RESET_COLOR = "\033[0m"
+WHITE_BOLD = "\033[1m"
+
+MAX_TIMEOUT = 60 * 5
+
+PATH = pathlib.Path(__file__).parent.resolve()
+
+
+class Valgrind:
+    @staticmethod
+    def get_valgrind_command():
+        return [
+            "valgrind",
+            "--error-exitcode=42",
+            "--errors-for-leak-kinds=all",
+            "--leak-check=full",
+        ]
+
+    @staticmethod
+    def get_valgrind_thread_command():
+        return ["valgrind", "--error-exitcode=42", "--fair-sched=try"]
+
+
+class TSAN:
+    @staticmethod
+    def set_tsan_option():
+        with open(f"tsan.supp", "w") as f:
+            f.write(
+                """
+race:Stockfish::TTEntry::read
+race:Stockfish::TTEntry::save
+race:Stockfish::TranspositionTable::probe
+race:Stockfish::TranspositionTable::hashfull
+"""
+            )
+
+        os.environ["TSAN_OPTIONS"] = "suppressions=./tsan.supp"
+
+    @staticmethod
+    def unset_tsan_option():
+        os.environ.pop("TSAN_OPTIONS", None)
+        os.remove(f"tsan.supp")
+
+
+class EPD:
+    @staticmethod
+    def create_bench_epd():
+        with open(f"{os.path.join(PATH,'bench_tmp.epd')}", "w") as f:
+            f.write(
+                """
+Rn6/1rbq1bk1/2p2n1p/2Bp1p2/3Pp1pP/1N2P1P1/2Q1NPB1/6K1 w - - 2 26
+rnbqkb1r/ppp1pp2/5n1p/3p2p1/P2PP3/5P2/1PP3PP/RNBQKBNR w KQkq - 0 3
+3qnrk1/4bp1p/1p2p1pP/p2bN3/1P1P1B2/P2BQ3/5PP1/4R1K1 w - - 9 28
+r4rk1/1b2ppbp/pq4pn/2pp1PB1/1p2P3/1P1P1NN1/1PP3PP/R2Q1RK1 w - - 0 13
+"""
+            )
+
+    @staticmethod
+    def delete_bench_epd():
+        os.remove(f"{os.path.join(PATH,'bench_tmp.epd')}")
+
+
+class Syzygy:
+    @staticmethod
+    def get_syzygy_path():
+        return os.path.abspath("syzygy")
+
+    @staticmethod
+    def download_syzygy():
+        if not os.path.isdir(os.path.join(PATH, "syzygy")):
+            url = "https://api.github.com/repos/niklasf/python-chess/tarball/9b9aa13f9f36d08aadfabff872882f4ab1494e95"
+            file = "niklasf-python-chess-9b9aa13"
+
+            with tempfile.TemporaryDirectory() as tmpdirname:
+                tarball_path = os.path.join(tmpdirname, f"{file}.tar.gz")
+
+                response = requests.get(url, stream=True)
+                with open(tarball_path, "wb") as f:
+                    for chunk in response.iter_content(chunk_size=8192):
+                        f.write(chunk)
+
+                with tarfile.open(tarball_path, "r:gz") as tar:
+                    tar.extractall(tmpdirname)
+
+                shutil.move(
+                    os.path.join(tmpdirname, file), os.path.join(PATH, "syzygy")
+                )
+
+
+class OrderedClassMembers(type):
+    @classmethod
+    def __prepare__(self, name, bases):
+        return collections.OrderedDict()
+
+    def __new__(self, name, bases, classdict):
+        classdict["__ordered__"] = [
+            key for key in classdict.keys() if key not in ("__module__", "__qualname__")
+        ]
+        return type.__new__(self, name, bases, classdict)
+
+
+class TimeoutException(Exception):
+    def __init__(self, message: str, timeout: int):
+        self.message = message
+        self.timeout = timeout
+
+
+def timeout_decorator(timeout: float):
+    def decorator(func):
+        @wraps(func)
+        def wrapper(*args, **kwargs):
+            with concurrent.futures.ThreadPoolExecutor() as executor:
+                future = executor.submit(func, *args, **kwargs)
+                try:
+                    result = future.result(timeout=timeout)
+                except concurrent.futures.TimeoutError:
+                    raise TimeoutException(
+                        f"Function {func.__name__} timed out after {timeout} seconds",
+                        timeout,
+                    )
+            return result
+
+        return wrapper
+
+    return decorator
+
+
+class MiniTestFramework:
+    def __init__(self):
+        self.passed_test_suites = 0
+        self.failed_test_suites = 0
+        self.passed_tests = 0
+        self.failed_tests = 0
+        self.stop_on_failure = True
+
+    def has_failed(self) -> bool:
+        return self.failed_test_suites > 0
+
+    def run(self, classes: List[type]) -> bool:
+        self.start_time = time.time()
+
+        for test_class in classes:
+            with tempfile.TemporaryDirectory() as tmpdirname:
+                original_cwd = os.getcwd()
+                os.chdir(tmpdirname)
+
+                try:
+                    if self.__run(test_class):
+                        self.failed_test_suites += 1
+                    else:
+                        self.passed_test_suites += 1
+                except Exception as e:
+                    self.failed_test_suites += 1
+                    print(f"\n{RED_COLOR}Error: {e}{RESET_COLOR}")
+                finally:
+                    os.chdir(original_cwd)
+
+        self.__print_summary(round(time.time() - self.start_time, 2))
+        return self.has_failed()
+
+    def __run(self, test_class) -> bool:
+        test_instance = test_class()
+        test_name = test_instance.__class__.__name__
+        test_methods = [m for m in test_instance.__ordered__ if m.startswith("test_")]
+
+        print(f"\nTest Suite: {test_name}")
+
+        if hasattr(test_instance, "beforeAll"):
+            test_instance.beforeAll()
+
+        fails = 0
+
+        for method in test_methods:
+            fails += self.__run_test_method(test_instance, method)
+
+        if hasattr(test_instance, "afterAll"):
+            test_instance.afterAll()
+
+        self.failed_tests += fails
+
+        return fails > 0
+
+    def __run_test_method(self, test_instance, method: str) -> int:
+        print(f"    Running {method}... \r", end="", flush=True)
+
+        buffer = io.StringIO()
+        fails = 0
+
+        try:
+            t0 = time.time()
+
+            with redirect_stdout(buffer):
+                if hasattr(test_instance, "beforeEach"):
+                    test_instance.beforeEach()
+
+                getattr(test_instance, method)()
+
+                if hasattr(test_instance, "afterEach"):
+                    test_instance.afterEach()
+
+            duration = time.time() - t0
+
+            self.print_success(f" {method} ({duration * 1000:.2f}ms)")
+            self.passed_tests += 1
+        except Exception as e:
+            if isinstance(e, TimeoutException):
+                self.print_failure(
+                    f" {method} (hit execution limit of {e.timeout} seconds)"
+                )
+
+            if isinstance(e, AssertionError):
+                self.__handle_assertion_error(t0, method)
+
+            if self.stop_on_failure:
+                self.__print_buffer_output(buffer)
+                raise e
+
+            fails += 1
+        finally:
+            self.__print_buffer_output(buffer)
+
+        return fails
+
+    def __handle_assertion_error(self, start_time, method: str):
+        duration = time.time() - start_time
+        self.print_failure(f" {method} ({duration * 1000:.2f}ms)")
+        traceback_output = "".join(traceback.format_tb(sys.exc_info()[2]))
+
+        colored_traceback = "\n".join(
+            f"  {CYAN_COLOR}{line}{RESET_COLOR}"
+            for line in traceback_output.splitlines()
+        )
+
+        print(colored_traceback)
+
+    def __print_buffer_output(self, buffer: io.StringIO):
+        output = buffer.getvalue()
+        if output:
+            indented_output = "\n".join(f"    {line}" for line in output.splitlines())
+            print(f"    {RED_COLOR}⎯⎯⎯⎯⎯OUTPUT⎯⎯⎯⎯⎯{RESET_COLOR}")
+            print(f"{GRAY_COLOR}{indented_output}{RESET_COLOR}")
+            print(f"    {RED_COLOR}⎯⎯⎯⎯⎯OUTPUT⎯⎯⎯⎯⎯{RESET_COLOR}")
+
+    def __print_summary(self, duration: float):
+        print(f"\n{WHITE_BOLD}Test Summary{RESET_COLOR}\n")
+        print(
+            f"    Test Suites: {GREEN_COLOR}{self.passed_test_suites} passed{RESET_COLOR}, {RED_COLOR}{self.failed_test_suites} failed{RESET_COLOR}, {self.passed_test_suites + self.failed_test_suites} total"
+        )
+        print(
+            f"    Tests:       {GREEN_COLOR}{self.passed_tests} passed{RESET_COLOR}, {RED_COLOR}{self.failed_tests} failed{RESET_COLOR}, {self.passed_tests + self.failed_tests} total"
+        )
+        print(f"    Time:        {duration}s\n")
+
+    def print_failure(self, add: str):
+        print(f"    {RED_COLOR}✗{RESET_COLOR}{add}", flush=True)
+
+    def print_success(self, add: str):
+        print(f"    {GREEN_COLOR}✓{RESET_COLOR}{add}", flush=True)
+
+
+class Stockfish:
+    def __init__(
+        self,
+        prefix: List[str],
+        path: str,
+        args: List[str] = [],
+        cli: bool = False,
+    ):
+        self.path = path
+        self.process = None
+        self.args = args
+        self.cli = cli
+        self.prefix = prefix
+        self.output = []
+
+        self.start()
+
+    def _check_process_alive(self):
+        if not self.process or self.process.poll() is not None:
+            print("\n".join(self.output))
+            raise RuntimeError("Stockfish process has terminated")
+
+    def start(self):
+        if self.cli:
+            self.process = subprocess.run(
+                self.prefix + [self.path] + self.args,
+                capture_output=True,
+                text=True,
+            )
+
+            if self.process.returncode != 0:
+                print(self.process.stdout)
+                print(self.process.stderr)
+                print(f"Process failed with return code {self.process.returncode}")
+
+            return
+
+        self.process = subprocess.Popen(
+            self.prefix + [self.path] + self.args,
+            stdin=subprocess.PIPE,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.STDOUT,
+            universal_newlines=True,
+            bufsize=1,
+        )
+
+    def setoption(self, name: str, value: str):
+        self.send_command(f"setoption name {name} value {value}")
+
+    def send_command(self, command: str):
+        if not self.process:
+            raise RuntimeError("Stockfish process is not started")
+
+        self._check_process_alive()
+
+        self.process.stdin.write(command + "\n")
+        self.process.stdin.flush()
+
+    @timeout_decorator(MAX_TIMEOUT)
+    def equals(self, expected_output: str):
+        for line in self.readline():
+            if line == expected_output:
+                return
+
+    @timeout_decorator(MAX_TIMEOUT)
+    def expect(self, expected_output: str):
+        for line in self.readline():
+            if fnmatch.fnmatch(line, expected_output):
+                return
+
+    @timeout_decorator(MAX_TIMEOUT)
+    def contains(self, expected_output: str):
+        for line in self.readline():
+            if expected_output in line:
+                return
+
+    @timeout_decorator(MAX_TIMEOUT)
+    def starts_with(self, expected_output: str):
+        for line in self.readline():
+            if line.startswith(expected_output):
+                return
+
+    @timeout_decorator(MAX_TIMEOUT)
+    def check_output(self, callback):
+        if not callback:
+            raise ValueError("Callback function is required")
+
+        for line in self.readline():
+            if callback(line) == True:
+                return
+
+    def readline(self):
+        if not self.process:
+            raise RuntimeError("Stockfish process is not started")
+
+        while True:
+            self._check_process_alive()
+            line = self.process.stdout.readline().strip()
+            self.output.append(line)
+
+            yield line
+
+    def clear_output(self):
+        self.output = []
+
+    def get_output(self) -> List[str]:
+        return self.output
+
+    def quit(self):
+        self.send_command("quit")
+
+    def close(self):
+        if self.process:
+            self.process.stdin.close()
+            self.process.stdout.close()
+            return self.process.wait()
+
+        return 0