koboldcpp/scripts/snapdragon/windows/run-mtmd.ps1
Max Krasnyansky 5d2b52d80d
hexagon: add support for basic and extended Op profiling (#22269)
* hexagon: restore HTP_OPMASK_QUEUE

* hexagon: honor OPMASK_SKIP_COMPUTE in hmx-matmul

* hex-prof: restore op profiling

* hex-prof: enable PMU

* hexagon: simplify and improve op-queuing with full profiling support

Add separate profile descriptors.

* hexagon: remove opsync and rename opmask into opstage

opsync is no longer needed since the profiler is fully async now.
opmask name was confusing and opstage is more accurate.

* hexagon: refactor opbatch queue handling

* hexagon: add iface hooks for enabling profiler from the host

Also move all the PMU setup stuff out of the hex-utils since it's not inteded for normal use.

* hexagon: make profiler mode configurable

On older devices getting PMU counters is expensive so it's now optional.

* hexagon: add support for setting profiler pmu events from env

* hexagon: simplify profiler output (no need to print buffs, etc)

* hexagon: simplify pmu counter formating

* hexagon: add a simple profile post-proc tool

* hex-prof: add support for reading logs from stdin

* hexagon: document GGML_HEXAGON_PROFILE

* hex-prof: update default width for dims field

* hex-prof: fix linter warnings and errors

* Update ggml/src/ggml-hexagon/htp/htp-ops.h

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update scripts/snapdragon/ggml-hexagon-profile.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

---------

Co-authored-by: Trivikram Reddy <tamarnat@qti.qualcomm.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
2026-04-23 14:17:21 -07:00

68 lines
1.3 KiB
PowerShell

#!/usr/bin/env pwsh
# Basedir on device
$basedir=".\pkg-snapdragon"
$cli_opts=$args
$model="gemma-3-4b-it-Q4_0.gguf"
if ($null -ne $env:M) {
$model=$env:M
}
$mmproj="mmproj-F16.gguf"
if ($null -ne $env:MMPROJ) {
$mmproj=$env:MMPROJ
}
$image=""
if ($null -ne $env:IMG) {
$image=$env:IMG
}
$device="HTP0"
if ($null -ne $env:D) {
$device=$env:D
}
if ($null -ne $env:V) {
$env:GGML_HEXAGON_VERBOSE=$env:V
}
if ($null -ne $env:SCHED) {
$env:GGML_SCHED_DEBUG=$env:SCHED; $cli_opts="$cli_opts -v"
}
if ($null -ne $env:PROF) {
$env:GGML_HEXAGON_PROFILE=$env:PROF
}
if ($null -ne $env:OPSTAGE) {
$env:GGML_HEXAGON_OPSTAGE=$env:OPSTAGE
}
if ($null -ne $env:NHVX) {
$env:GGML_HEXAGON_NHVX=$env:NHVX
}
if ($null -ne $env:NDEV) {
$env:GGML_HEXAGON_NDEV=$env:NDEV
}
if ($null -ne $env:HB) {
$env:GGML_HEXAGON_HOSTBUF=$env:HB
}
if ($null -ne $env:MTMD_DEVICE) {
$env:MTMD_BACKEND_DEVICE=$env:MTMD_DEVICE
}
$env:ADSP_LIBRARY_PATH="$basedir\lib"
& "$basedir\bin\llama-mtmd-cli.exe" `
--no-mmap -m $basedir\..\..\gguf\$model `
--mmproj $basedir\..\..\gguf\$mmproj `
--image $basedir\..\..\gguf\$image `
--poll 1000 -t 6 --cpu-mask 0xfc --cpu-strict 1 `
--ctx-size 8192 --ubatch-size 256 -fa on `
-ngl 99 --device $device -v $cli_opts