Max Krasnyansky
5d2b52d80d
* 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>
72 lines
1.8 KiB
Bash
Executable File
72 lines
1.8 KiB
Bash
Executable File
#!/bin/sh
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#
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# Basedir on device
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basedir=/data/local/tmp/llama.cpp
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cli_opts=
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branch=.
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[ "$B" != "" ] && branch=$B
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adbserial=
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[ "$S" != "" ] && adbserial="-s $S"
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adbhost=
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[ "$H" != "" ] && adbhost="-H $H"
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model="gemma-3-4b-it-Q4_0.gguf"
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[ "$M" != "" ] && model="$M"
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mmproj="mmproj-F16.gguf"
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[ "$MMPROJ" != "" ] && mmproj="$MMPROJ"
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image=
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[ "$IMG" != "" ] && image="$IMG"
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device="HTP0"
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[ "$D" != "" ] && device="$D"
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verbose=
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[ "$V" != "" ] && verbose="GGML_HEXAGON_VERBOSE=$V"
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experimental="GGML_HEXAGON_EXPERIMENTAL=1"
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[ "$E" != "" ] && experimental="GGML_HEXAGON_EXPERIMENTAL=$E"
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sched=
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[ "$SCHED" != "" ] && sched="GGML_SCHED_DEBUG=2" cli_opts="$cli_opts -v"
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profile=
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[ "$PROF" != "" ] && profile="GGML_HEXAGON_PROFILE=$PROF"
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opmask=
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[ "$OPSTAGE" != "" ] && opmask="GGML_HEXAGON_OPSTAGE=$OPSTAGE"
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nhvx=
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[ "$NHVX" != "" ] && nhvx="GGML_HEXAGON_NHVX=$NHVX"
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hmx=
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[ "$HMX" != "" ] && hmx="GGML_HEXAGON_USE_HMX=$HMX"
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ndev=
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[ "$NDEV" != "" ] && ndev="GGML_HEXAGON_NDEV=$NDEV"
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# MTMD backend device for vision model (defaults to CPU if not set)
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mtmd_backend=
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[ "$MTMD_DEVICE" != "" ] && mtmd_backend="MTMD_BACKEND_DEVICE=$MTMD_DEVICE"
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set -x
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adb $adbserial $adbhost shell " \
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cd $basedir; ulimit -c unlimited; \
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LD_LIBRARY_PATH=$basedir/$branch/lib \
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ADSP_LIBRARY_PATH=$basedir/$branch/lib \
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$verbose $experimental $sched $opmask $profile $hmx $nhvx $ndev $mtmd_backend \
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./$branch/bin/llama-mtmd-cli --no-mmap -m $basedir/../gguf/$model \
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--mmproj $basedir/../gguf/$mmproj \
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--image $basedir/../gguf/$image \
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--poll 1000 -t 6 --cpu-mask 0xfc --cpu-strict 1 \
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--ctx-size 8192 --ubatch-size 256 -fa on \
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-ngl 99 --device $device -v $cli_opts $@ \
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"
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