/*
Stockfish, a UCI chess playing engine derived from Glaurung 2.1
Copyright (C) 2004-2026 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 .
*/
// Code for calculating NNUE evaluation function
#include "nnue_misc.h"
#include
#include
#include
#include
#include
#include
#include
#include "../position.h"
#include "../misc.h"
#include "../types.h"
#include "../uci.h"
#include "network.h"
#include "nnue_accumulator.h"
namespace Stockfish::Eval::NNUE {
namespace {
// Converts a Value into pawns, always keeping two decimals
void format_cp_aligned_dot(Value v, std::stringstream& stream, const Position& pos) {
const double pawns = std::abs(0.01 * UCIEngine::to_cp(v, pos));
stream << (v < 0 ? '-'
: v > 0 ? '+'
: ' ')
<< std::setiosflags(std::ios::fixed) << std::setw(6) << std::setprecision(2) << pawns;
}
}
// Returns a string with the value of each piece on a board,
// and a table for (PSQT, Layers) values bucket by bucket.
std::string
trace(Position& pos, const Eval::NNUE::Network& network, Eval::NNUE::AccumulatorCaches& caches) {
std::stringstream ss;
auto accumulators = std::make_unique();
accumulators->reset();
auto t = network.trace_evaluate(pos, *accumulators, caches);
ss << "NNUE network contributions (Normalized, "
<< (pos.side_to_move() == WHITE ? "White to move)" : "Black to move)") << std::endl
<< "+------------+------------+------------+------------+\n"
<< "| Bucket | Material | Positional | Total |\n"
<< "| | (PSQT) | (Layers) | |\n"
<< "+------------+------------+------------+------------+\n";
for (usize bucket = 0; bucket < LayerStacks; ++bucket)
{
ss << "| " << bucket << " " //
<< " | ";
format_cp_aligned_dot(t.psqt[bucket], ss, pos);
ss << " " //
<< " | ";
format_cp_aligned_dot(t.positional[bucket], ss, pos);
ss << " " //
<< " | ";
format_cp_aligned_dot(t.psqt[bucket] + t.positional[bucket], ss, pos);
ss << " " //
<< " |";
if (bucket == t.correctBucket)
ss << " <-- this bucket is used";
ss << '\n';
}
ss << "+------------+------------+------------+------------+\n";
return ss.str();
}
} // namespace Stockfish::Eval::NNUE