From a9820cde0691e34db724959ae0124ad9ae925fb8 Mon Sep 17 00:00:00 2001 From: crippa1337 Date: Fri, 14 Apr 2023 00:44:39 +0200 Subject: [PATCH 1/2] Bench: 16236114 --- src/engine/nnue/inference.rs | 2 +- src/engine/nnue/net/_history.tgn | 2 +- src/engine/nnue/net/_history.txt | 60 +++++++++++++----------- src/engine/nnue/net/feature_bias.bin | Bin 512 -> 1024 bytes src/engine/nnue/net/feature_weights.bin | Bin 393216 -> 786432 bytes src/engine/nnue/net/output_bias.bin | Bin 2 -> 2 bytes src/engine/nnue/net/output_weights.bin | Bin 1024 -> 2048 bytes 7 files changed, 35 insertions(+), 29 deletions(-) diff --git a/src/engine/nnue/inference.rs b/src/engine/nnue/inference.rs index 47a2f2f..073143b 100644 --- a/src/engine/nnue/inference.rs +++ b/src/engine/nnue/inference.rs @@ -6,7 +6,7 @@ use crate::definitions::MAX_PLY; use cozy_chess::{Board, Color, Piece, Square}; const FEATURES: usize = 768; -const HIDDEN: usize = 256; +const HIDDEN: usize = 512; // clipped relu bounds const CR_MIN: i16 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| | | -| | drop at 30 | book at varying plies | | | -| | wdl 0.3 | | | | -+-----------+------------+------------------------+------------------+----------------------------+ -| svart0002 | lr 0.01 | -||- | 98.96 +/- 26.44 | | -| | epochs 30 | | to hce | | -| | wdl 0.1 | | | | -+-----------+------------+------------------------+------------------+----------------------------+ -| svart0003 | lr 0.01 | -||- | -63.23 +/- 97.40 | | -| | epochs 80 | | to hce | | -| | drop at 30 | | | | -| | wdl 0.3 | | | | -+-----------+------------+------------------------+------------------+----------------------------+ -| svart0004 | lr 0.01 | 91M D8 fens | 401.50 +/- 41.91 | there it is! | -| | epochs 80 | generated internally | to hce | playing from opening books | -| | drop at 30 | with 12 random opening | | seems to be *really* bad. | -| | wdl 0.1 | moves | | | -+-----------+------------+------------------------+------------------+----------------------------+ -| svart0005 | lr 0.01 | 252M fens | 109.42 +- 26.52 | RL looking great | -| | epochs 45 | --------- | | | -| | drop at 30 | 210M d8 | | | -| | wdl 0.25 | 40M 5kn | | | -+-----------+------------+------------------------+------------------+----------------------------+ \ No newline at end of file ++-----------+------------+------------------------+------------------+-----------------------------+ +| network | training | data | report | notes | ++===========+============+========================+==================+=============================+ +| svart0001 | lr 0.01 | 90M D7 fens | equal to hce | shit | +| | epochs 45 | self-play from UHO_XXL | | | +| | drop at 30 | book at varying plies | | | +| | wdl 0.3 | | | | ++-----------+------------+------------------------+------------------+-----------------------------+ +| svart0002 | lr 0.01 | -||- | 98.96 +/- 26.44 | | +| | epochs 30 | | to hce | | +| | wdl 0.1 | | | | ++-----------+------------+------------------------+------------------+-----------------------------+ +| svart0003 | lr 0.01 | -||- | -63.23 +/- 97.40 | | +| | epochs 80 | | to hce | | +| | drop at 30 | | | | +| | wdl 0.3 | | | | ++-----------+------------+------------------------+------------------+-----------------------------+ +| svart0004 | lr 0.01 | 91M D8 fens | 401.50 +/- 41.91 | there it is! | +| | epochs 80 | generated internally | to hce | playing from opening books | +| | drop at 30 | with 12 random opening | | seems to be *really* bad. | +| | wdl 0.1 | moves | | | ++-----------+------------+------------------------+------------------+-----------------------------+ +| svart0005 | lr 0.01 | 252M fens | 109.42 +- 26.52 | RL looking great | +| | epochs 45 | --------- | | | +| | drop at 30 | 210M d8 | | | +| | wdl 0.25 | 40M 5kn | | | ++-----------+------------+------------------------+------------------+-----------------------------+ +| svart0006 | lr 0.01 | 410M fens | | thank you ploot for the | +| | epochs 60 | --------- | | help genning | +| | drop at 30 | 0005 data injected | 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the | | | epochs 60 | --------- | | help genning | -| | drop at 30 | 0005 data injected | | | +| | drop at 30 | 0005 data interleaved | | | | | wdl 0.25 | with 160M 5kn data | | this net changes the hidden | | | | genned by Plutie | | layer size from 256->512 | +| | | | | suprised it didnt gain more | +-----------+------------+------------------------+------------------+-----------------------------+ \ No newline at end of file