[SYCL] Optimize Q4_0 mul_mat for Arc770, add scripts (#22291)
* opt arc770 for Q4_0 * add for Q4_0 * update the script * add help script for windows * update guide * fix format issue * convert from dos to unix for format issue * fix missed -sm parameter
This commit is contained in:
Neo Zhang
+196
-6
@@ -2,10 +2,200 @@
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:: Copyright (C) 2024 Intel Corporation
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:: SPDX-License-Identifier: MIT
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set INPUT2="Building a website can be done in 10 simple steps:\nStep 1:"
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@call "C:\Program Files (x86)\Intel\oneAPI\setvars.bat" intel64 --force
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:: support malloc device memory more than 4GB.
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set UR_L0_ENABLE_RELAXED_ALLOCATION_LIMITS=1
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set LOAD_MODE="--mmap"
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.\build\bin\llama-completion.exe -m models\llama-2-7b.Q4_0.gguf -no-cnv -p %INPUT2% -n 400 -e -ngl 99 -s 0 %LOAD_MODE%
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@echo off
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setlocal EnableExtensions EnableDelayedExpansion
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REM MIT license
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REM Copyright (C) 2024 Intel Corporation
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REM SPDX-License-Identifier: MIT
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set "BIN_FILE=.\build\bin\llama-completion.exe"
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set "SEED=0"
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set "GPUS_SETTING="
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set "INPUT_PROMPT=Building a website can be done in 10 simple steps:^nStep 1:"
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set "MODEL_FILE=..\models\llama-2-7b.Q4_0.gguf"
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set "NGL=99"
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set "CONTEXT=4096"
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set "GGML_SYCL_DEVICE=-1"
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set "SPLIT_MODE=layer"
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set "LOG_VERBOSE=3"
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if "%~1"=="" goto after_args
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:parse_args
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if "%~1"=="" goto after_args
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if /I "%~1"=="-c" (
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if "%~2"=="" goto missing_value
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set "CONTEXT=%~2"
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shift
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shift
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goto parse_args
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)
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if /I "%~1"=="--context" (
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if "%~2"=="" goto missing_value
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set "CONTEXT=%~2"
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shift
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shift
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goto parse_args
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)
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if /I "%~1"=="-p" (
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if "%~2"=="" goto missing_value
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set "INPUT_PROMPT=%~2"
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shift
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shift
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goto parse_args
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)
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if /I "%~1"=="--promote" (
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if "%~2"=="" goto missing_value
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set "INPUT_PROMPT=%~2"
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shift
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shift
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goto parse_args
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)
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if /I "%~1"=="-m" (
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if "%~2"=="" goto missing_value
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set "MODEL_FILE=%~2"
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shift
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shift
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goto parse_args
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)
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if /I "%~1"=="--model" (
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if "%~2"=="" goto missing_value
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set "MODEL_FILE=%~2"
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shift
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shift
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goto parse_args
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)
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if /I "%~1"=="-mg" (
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if "%~2"=="" goto missing_value
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set "GGML_SYCL_DEVICE=%~2"
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set "SPLIT_MODE=none"
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shift
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shift
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goto parse_args
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)
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if /I "%~1"=="--main-gpu" (
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if "%~2"=="" goto missing_value
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set "GGML_SYCL_DEVICE=%~2"
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set "SPLIT_MODE=none"
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shift
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shift
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goto parse_args
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)
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if /I "%~1"=="-sm" (
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if "%~2"=="" goto missing_value
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set "SPLIT_MODE=%~2"
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shift
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shift
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goto parse_args
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)
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if /I "%~1"=="--split-mode" (
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if "%~2"=="" goto missing_value
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set "SPLIT_MODE=%~2"
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shift
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shift
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goto parse_args
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)
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if /I "%~1"=="-ngl" (
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if "%~2"=="" goto missing_value
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set "NGL=%~2"
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shift
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shift
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goto parse_args
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)
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if /I "%~1"=="--n-gpu-layers" (
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if "%~2"=="" goto missing_value
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set "NGL=%~2"
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shift
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shift
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goto parse_args
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)
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if /I "%~1"=="-lv" (
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if "%~2"=="" goto missing_value
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set "LOG_VERBOSE=%~2"
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shift
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shift
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goto parse_args
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)
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if /I "%~1"=="--log-verbosity" (
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if "%~2"=="" goto missing_value
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set "LOG_VERBOSE=%~2"
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shift
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shift
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goto parse_args
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)
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if /I "%~1"=="-h" goto help
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if /I "%~1"=="--help" goto help
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echo Invalid option: %~1
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exit /b 1
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:missing_value
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echo Missing value for option: %~1
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exit /b 1
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:help
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echo Usage: %~n0 [OPTIONS]
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echo.
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echo This script processes files with specified options.
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echo.
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echo Options:
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echo -h, --help Display this help message and exit.
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echo -c, --context ^<value^> Set context length. Bigger need more memory.
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echo -p, --promote ^<value^> Prompt to start generation with.
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echo -m, --model ^<value^> Full model file path.
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echo -mg,--main-gpu ^<value^> Set main GPU ID (0 - n) for single GPU mode.
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echo -sm,--split-mode ^<value^> How to split the model across multiple GPUs, one of:
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echo - none: use one GPU only
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echo - layer (default): split layers and KV across GPUs
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echo - row: split rows across GPUs
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echo -ngl,--n-gpu-layers ^<value^> Max. number of layers to store in VRAM (default: -1)
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echo -lv,--log-verbosity ^<value^> Set the verbosity threshold. Messages with a higher verbosity will be
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echo ignored. Values:
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echo - 0: generic output
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echo - 1: error
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echo - 2: warning
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echo - 3: info
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echo - 4: debug
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exit /b 0
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:after_args
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REM In Windows CMD, source is not available; call oneAPI setvars if present.
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if exist "C:\Program Files (x86)\Intel\oneAPI\setvars.bat" (
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call "C:\Program Files (x86)\Intel\oneAPI\setvars.bat" >nul
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) else (
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echo Warning: oneAPI setvars.bat not found. Continuing without environment setup.
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)
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REM Support malloc device memory more than 4GB.
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set "UR_L0_ENABLE_RELAXED_ALLOCATION_LIMITS=1"
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echo UR_L0_ENABLE_RELAXED_ALLOCATION_LIMITS=%UR_L0_ENABLE_RELAXED_ALLOCATION_LIMITS%
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if not "%GGML_SYCL_DEVICE%"=="-1" (
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echo Use %GGML_SYCL_DEVICE% as main GPU
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REM Use single GPU only.
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set "GPUS_SETTING=-mg %GGML_SYCL_DEVICE% -sm %SPLIT_MODE%"
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set "ONEAPI_DEVICE_SELECTOR=level_zero:%GGML_SYCL_DEVICE%"
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echo ONEAPI_DEVICE_SELECTOR=%ONEAPI_DEVICE_SELECTOR%
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) else (
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echo Use all Intel GPUs, including iGPU ^& dGPU
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set "GPUS_SETTING=-sm %SPLIT_MODE%"
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)
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echo run cmd: ZES_ENABLE_SYSMAN=1 %BIN_FILE% -m %MODEL_FILE% -no-cnv -p "%INPUT_PROMPT%" -n 200 -e -ngl %NGL% -s %SEED% -c %CONTEXT% %GPUS_SETTING% -lv %LOG_VERBOSE% --mmap
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set "ZES_ENABLE_SYSMAN=1"
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%BIN_FILE% -m "%MODEL_FILE%" -no-cnv -p "%INPUT_PROMPT%" -n 200 -e -ngl %NGL% -s %SEED% -c %CONTEXT% %GPUS_SETTING% -lv %LOG_VERBOSE% --mmap
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endlocal
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