Koboldcpp-ROCm Port (#399)

* koboldcpp-ROCm Port

commit 3416c986d9d9a31c3cdefd7e7bd4d9438d72ba35
Merge: 5eb17f0 4c4e435
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Fri Aug 25 13:46:56 2023 -0500

    Merge remote-tracking branch 'upstream/concedo'

commit 5eb17f02c8638e003bb91bddf95ccf54d2ad0c12
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Fri Aug 25 13:38:21 2023 -0500

    ROCm Port update

    * use hipblas based on cublas
    * Update Makefile for the Cuda kernels
    * Expand arch list and make it overrideable
    * Fix multi GPU on multiple amd architectures with rocblas_initialize() (#5)
    * add hipBLAS to README
    * new build arg LLAMA_CUDA_MMQ_Y
    * fix half2 decomposition
    * Add intrinsics polyfills for AMD
    * AMD assembly optimized __dp4a
    * Allow overriding CC_TURING
    * use "ROCm" instead of "CUDA"
    * ignore all build dirs
    * Add Dockerfiles
    * fix llama-bench
    * fix -nommq help for non CUDA/HIP

    ---------

    Co-Authored-By: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
    Co-Authored-By: ardfork <134447697+ardfork@users.noreply.github.com>
    Co-Authored-By: funnbot <22226942+funnbot@users.noreply.github.com>
    Co-Authored-By: Engininja2 <139037756+Engininja2@users.noreply.github.com>
    Co-Authored-By: Kerfuffle <44031344+KerfuffleV2@users.noreply.github.com>
    Co-Authored-By: jammm <2500920+jammm@users.noreply.github.com>
    Co-Authored-By: jdecourval <7315817+jdecourval@users.noreply.github.com>

commit b34f4bd2724733e188ec4f6074042f66a5ed28c9
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Aug 19 17:12:52 2023 -0500

    Update README.md

commit 7d1196108ad330b32845546fb3472c2172a0b6b8
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Aug 14 23:03:12 2023 -0500

    remove force DMMV

commit cd61aa0d9e16627935c7978adf488a679ddfa745
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Aug 12 17:24:31 2023 -0500

    restore main_gpu parameter

commit 4a042f326830271a4c31104051b7b08e08ac234e
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat Aug 12 10:51:46 2023 +0300

    gfx1100 support

    ---------

    Co-authored-by: ardfork <134447697+ardfork@users.noreply.github.com>
    Co-authored-by: jammm <2500920+jammm@users.noreply.github.com>
    Co-authored-by: jdecourval <7315817+jdecourval@users.noreply.github.com>

commit 8913bc6fea97d3cb860937b0461f455c6abe3ea1
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri Aug 11 10:16:02 2023 +0300

    Allow overriding CC_TURING

commit e77a4c37a756c002e97173f4122e088fb304e18a
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri Aug 11 10:00:07 2023 +0300

    Merge 'origin/master' into hipblas

commit cc4c4e355cd553b1557d5fba2562e824db93f9b4
Author: Engininja2 <139037756+Engininja2@users.noreply.github.com>
Date:   Fri Aug 11 09:43:14 2023 +0300

    New __dp4a assembly

    Now compatible with gfx900 and faster as well.

commit 1a03b709848ce68d5bf5966237756167e2cac540
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri Aug 11 09:30:28 2023 +0300

    Undo mess

    ---------

    Co-authored-by: ardfork <134447697+ardfork@users.noreply.github.com>

commit 4366ff9ba1b1f12e494118ef9b5198479022fcc5
Author: DannyDaemonic <DannyDaemonic@gmail.com>
Date:   Thu Aug 10 13:11:36 2023 -0700

    Handle `ENABLE_VIRTUAL_TERMINAL_PROCESSING` more gracefully on earlier versions of Windows.

commit 811ff855a24323cafddc95c1b8aca711fef05f76
Author: Christian Demsar <crasm@git.vczf.us>
Date:   Thu Aug 10 10:28:27 2023 -0400

    Add --n-predict -2 for stopping generation on full context (#2565)

commit 37c9717aaa6815b6a5be21aaab970212f20fe6bf
Author: Martin Krasser <krasserm@googlemail.com>
Date:   Thu Aug 10 12:16:38 2023 +0200

    Fix grammar-based sampling issue in server (#2566)

commit d18ecd5b9e5dde58ae08a3eef1637406159ddaca
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Thu Aug 10 13:19:41 2023 -0500

    make mmq gen faster for amd

commit 243894a952147a4fac5b6aee748861a0df6cc2c6
Author: Henri Vasserman <henv@hot.ee>
Date:   Thu Aug 10 12:14:40 2023 +0300

    ws fix

commit ac2f14da445ea87d73539adbd29d19ff2c9eba58
Author: Engininja2 <139037756+Engininja2@users.noreply.github.com>
Date:   Thu Aug 10 12:11:27 2023 +0300

    AMD assembly optimized __dp4a

    Doesn't seem to work for gfx900, so commented out.

commit 9dba0c985f140ddded8cbb671f139e81fff82eed
Author: Henri Vasserman <henv@hot.ee>
Date:   Thu Aug 10 12:09:28 2023 +0300

    Fix merge

    ---------

    Co-authored-by: ardfork <134447697+ardfork@users.noreply.github.com>
    Co-authored-by: Kerfuffle <44031344+KerfuffleV2@users.noreply.github.com>

commit f570b5cb1070591527a82d94bba408927b37778d
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Aug 9 22:11:20 2023 -0500

    Revert "revert cuda changes as they are bugggy"

    This reverts commit 1541bf879772aeeed8ff646bfc52185c2a88b79b.

commit 1541bf879772aeeed8ff646bfc52185c2a88b79b
Author: Concedo <39025047+LostRuins@users.noreply.github.com>
Date:   Wed Aug 9 22:36:41 2023 +0800

    revert cuda changes as they are bugggy

commit bacc20203efb1839aa313858a04d75255bb4b7f4
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Aug 9 20:37:17 2023 -0500

    Merge remote-tracking branch 'upstream/concedo'

commit b7cb4cfd109986bd66e8fd382d1e2516eaddfebb
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Aug 9 20:00:52 2023 -0500

    additional fixes

commit fadae727baa3735ad3e0667384d6e05ca056b3ef
Merge: 518eb2a 8f8ab6c
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Aug 9 18:45:50 2023 -0500

    Merge branch 'hipblas' into develop4Main

commit 518eb2af9225f8300a108c4244c7eb0a2217c3bc
Merge: bda0215 cae6a84
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Aug 9 18:32:10 2023 -0500

    Merge remote-tracking branch 'upstream/concedo' into develop2Main

commit bda0215b413bafc49890aa23fc35f96a191fb3e0
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Aug 9 18:17:54 2023 -0500

    update makefile to multisystem path

commit 8f8ab6c4c0
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Aug 9 18:05:03 2023 -0500

    hipLDFLAG Path change Unix to multisystem in Makefile

    changed the hardcoded linux distro hipblas LD path from -L/opt/rocm/lib to use the defined ROCM_PATH variable to be flexible with ROCm on non-Linux OS

commit 610ba4cfc4
Merge: 4024f91 25d43e0
Author: Henri Vasserman <henv@hot.ee>
Date:   Wed Aug 9 23:54:58 2023 +0300

    Merge 'origin/master' into hipblas

commit 4024f91a66
Author: Henri Vasserman <henv@hot.ee>
Date:   Wed Aug 9 01:56:44 2023 +0300

    Add intrinsics polyfills for AMD

    ---------

    Co-authored-by: ardfork <134447697+ardfork@users.noreply.github.com>
    Co-authored-by: funnbot <22226942+funnbot@users.noreply.github.com>
    Co-authored-by: Engininja2 <139037756+Engininja2@users.noreply.github.com>

commit ab6212864c
Merge: d91456a f5bfea0
Author: Henri Vasserman <henv@hot.ee>
Date:   Wed Aug 9 00:37:01 2023 +0300

    Merge 'origin/master' into hipblas

commit ee9fa2aca4f2e6645b99702935b34a5f8ec8f05d
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Aug 2 01:53:58 2023 -0500

    Update Makefile

commit d91456aaf1
Author: ardfork <134447697+ardfork@users.noreply.github.com>
Date:   Mon Jul 31 20:35:00 2023 +0300

    fix half2 decomposition

commit c1cb70d64d
Author: Henri Vasserman <henv@hot.ee>
Date:   Mon Jul 31 19:56:44 2023 +0300

    new build arg LLAMA_CUDA_MMQ_Y

commit c1664a00ae
Merge: 4336231 0728c5a
Author: Henri Vasserman <henv@hot.ee>
Date:   Mon Jul 31 19:32:27 2023 +0300

    Merge 'origin/master' into hipblas

commit 848558d7d95a5036ac057efdefa9b2a2e6fb61b7
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jul 30 20:02:52 2023 -0500

    import vars logic fix

commit b650b849d52aac65364558521f76e75ded7ea590
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jul 30 00:21:36 2023 -0500

    Update easy_KCPP-ROCm_install.sh

commit 8573a67a29e813d82e7f032912a8c221cd199505
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Jul 29 21:31:12 2023 -0500

    remove duplicate code and fix typo

    remove duplicate tooltip

commit 430986e3f68f599fd7a11ea4b2b8e45ef33da643
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Jul 29 21:07:34 2023 -0500

    hide "missing" if all are built

    move tooltip functions to helper functions section. hides the string "Missing: ..." from showing if all backends are available
    " if len(runopts)==6 else + "

commit dd0db7265dbc0b0699ca861291006808b662b0e4
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Jul 29 20:52:31 2023 -0500

    hide "missing" if all are built

    move tooltip functions to helper functions section. hides the string "Missing: ..." from showing if all backends are available

commit 43fffb66d8a30cbd776c3682f8a104c3644206b1
Merge: 0ed65a4 b40550c
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Jul 29 19:13:15 2023 -0500

    Merge branch 'concedo'

commit 0ed65a44a5fdb529611730f276a4b910cbf70ae0
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Jul 29 18:34:21 2023 -0500

    Hide unavailable backends & Add tooltip over backend count

    Hides unavailable backends from the user and if the program is launched without any backends made, it shows an error message to them stating no backends were found and to make them using the 'make' command

    Add tooltip when hovering over backend count label

    hovering over the new label that shows the backend count will explain what the numbers are, and show the users which backends are not available or built

commit 2a263983ab35024a95c411995963182ada06ed6f
Merge: cee2e9d 31486eb
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Jul 29 15:16:33 2023 -0500

    Merge remote-tracking branch 'upstream/concedo'

commit 4336231a32
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat Jul 29 18:35:56 2023 +0300

    add hipBLAS to README

    ---------

    Co-authored-by: ardfork <134447697+ardfork@users.noreply.github.com>

commit f8e3fc6c74
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat Jul 29 14:16:46 2023 +0300

    rocblas init stuff

commit d2ade639f4
Merge: cde52d6 8a88e58
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat Jul 29 12:59:48 2023 +0300

    Merge 'origin/master' into hipblas

commit cee2e9d76740fd8e8f50b612078f3e7658460f29
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jul 26 23:36:55 2023 -0500

    Only Show Available Backends in GUI

    Hides unavailable backends from the user and if the program is launched without any backends made, it shows an error message to them stating no backends were found and to make them using the 'make' command

commit 78636109fc2ded79ee3e9a44d2e3c2d63a8de70e
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jul 26 13:27:22 2023 -0500

    Update easy_KCPP-ROCm_install.sh

commit 731cd6e2ab9bb722e211142bb633e7018ccdb31b
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Tue Jul 25 22:39:50 2023 -0500

    Create easy_rocm_install.sh

commit f154685bbdc79b5ace752fbc179e32f2f7806bdb
Merge: cbdc1f3 94e0a06
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Tue Jul 25 22:25:10 2023 -0500

    Merge branch 'concedo_experimentalMAIN'

commit cbdc1f3fb91969e79bc8640e0cebfc3247e200df
Merge: 5b838d4 9731682
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Jul 24 16:53:21 2023 -0500

    Merge remote-tracking branch 'upstream/concedo'

commit cde52d6a63
Merge: 8e8054a 84e09a7
Author: Henri Vasserman <henv@hot.ee>
Date:   Mon Jul 24 12:22:58 2023 +0300

    Merge 'origin/master' into hipblas

commit 8e8054ad83
Author: Henri Vasserman <henv@hot.ee>
Date:   Mon Jul 24 12:20:49 2023 +0300

    Add rocblas to build files

commit 1f6294dc44
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Jul 24 03:52:01 2023 -0500

    Fix multi GPU on multiple amd architectures with rocblas_initialize() (#5)

    * initialize rocblas

commit 5b838d47874536ebffc2f6cb25877e0476a9402d
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Jul 24 03:10:35 2023 -0500

    amd multigpu full layer offload w/o vram scratch

commit 9bfb2fdd68000670bda85c4e9748d72f5af09764
Merge: b379f9d 66328fc
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Jul 24 03:07:44 2023 -0500

    Merge branch 'concedo_experimental'

commit b379f9d6fac570c220c928ff5f4ba4ed1ca7c051
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Jul 24 03:07:00 2023 -0500

    Revert "amd multigpu full layer offload w/o vram scratch"

    This reverts commit 9adfc8e33f7116d6ae2e0992920733f783b70d08.

commit 9adfc8e33f7116d6ae2e0992920733f783b70d08
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Jul 24 02:56:40 2023 -0500

    amd multigpu full layer offload w/o vram scratch

commit 05c792e622a1d9838f9343e04f79ddf2bb63ae96
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Jul 24 00:18:48 2023 -0500

    initialize rocblas

commit ade68d09d7b63d3344e18b6193043b378671eb12
Merge: 521ad6b 56995ca
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jul 23 20:25:05 2023 -0500

    Merge remote-tracking branch 'upstream/concedo'

commit 521ad6b5cb2a107ad7b972025aeb0f353e0cac67
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Thu Jul 20 21:42:33 2023 -0500

    lazy import_var error handling for saves

commit 9553e52e7e4eabe46312729f6c4effeef6390df7
Merge: cac6650 f036109
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Thu Jul 20 19:59:41 2023 -0500

    Merge remote-tracking branch 'upstream/concedo'

commit cac6650754502208abfead61ba169fefc5ae84ac
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Jul 17 23:05:02 2023 -0500

    Makefile fix! Allows hip/clblast build together

commit 3db70b5f0a
Merge: 2ec4466 7568d1a
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue Jul 18 01:54:17 2023 +0300

    Merge 'origin/master' into hipblas

commit f208670ffb6cdbb1e225adfb2fd80a67a6dc5055
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Fri Jul 14 02:56:03 2023 -0500

    improve error handling with gpu names

commit 860e73845f61fe0afb6a26cc8054d8be1f9e3669
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Fri Jul 14 00:33:03 2023 -0500

    Show GPU names in GUI, Only show GPUs that exist

    changed the pre-set 1,2,3 and 1,2,3,all settings that the GPU selector had and replaced them with a function that grabs the GPU names and sets the names as the values for the selector boxes.

commit 2ec4466db5
Author: Henri Vasserman <henv@hot.ee>
Date:   Thu Jul 13 13:44:02 2023 +0300

    Update build flags.

    GGML_CUDA_DMMV_Y is now GGML_CUDA_MMV_Y
    so update your build instructions.

    GGML_CUDA_FORCE_DMMV is always enabled.

    ---------

    Co-authored-by: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>

commit cd36b185ff
Merge: afcb8fe 1cbf561
Author: Henri Vasserman <henv@hot.ee>
Date:   Thu Jul 13 13:03:01 2023 +0300

    Merge 'origin/master' into hipblas

commit ac7ebc3ac1deedfbc2940443b26774f1b4c85fae
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jul 12 18:32:18 2023 -0500

    add hipBLAS name scheme to GUI and update README

commit 7f85cc5ac30f2f300ca817a489ef209c995c634b
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jul 12 17:35:54 2023 -0500

    update makefile and ggml.c

commit 6ca3499275ba168320424f06ab3301ec329a6a83
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jul 12 15:43:45 2023 -0500

    ggml.c fix

commit 770e674aa5b2a1a9ffff2888a12e27b04ccfc7ef
Merge: 2b289cd 5941514
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jul 12 15:24:36 2023 -0500

    Merge remote-tracking branch 'upstream/concedo'

commit 2b289cde558310c6c67dfc8d508c04e634595716
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jul 12 14:30:00 2023 -0500

    Update c-cpp.yml

commit 5dae95a9bb486c7f720789dffde1cfb470bffce0
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jul 12 14:28:51 2023 -0500

    Update c-cpp.yml

commit b37cd738c84debb53b149f5a9fb73de958f263fd
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jul 12 14:27:04 2023 -0500

    Create c-cpp.yml to test Actions

commit afcb8fe0c4
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue Jul 11 18:09:27 2023 +0300

    Add new config option

commit 8c2c4978a3
Merge: e610466 2347463
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue Jul 11 17:53:54 2023 +0300

    Merge 'origin/master' into hipblas

commit e610466307
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue Jul 11 17:53:14 2023 +0300

    Expand arch list and make it overrideable

commit 80e4e548bf
Merge: 7735c5a 1d16309
Author: Henri Vasserman <henv@hot.ee>
Date:   Mon Jul 10 02:09:28 2023 +0300

    Merge 'origin/master' into hipblas

commit 8432e9d5dc8d080535243467f8d380271e8d9489
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jul 9 16:55:30 2023 -0500

    Update Makefile

commit b58c1893fa839c0f35df96f6a8b026a7f2576762
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jul 9 16:20:00 2023 -0500

    Add multi-gpu CuBLAS support to new GUI

commit 0c1c71b9927127b45030fe88283dfbdd23853d34
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Jul 8 07:56:57 2023 -0500

    Update Makefile

commit f864f60cd8e563e2594cee5a7da7e9aebed494f9
Author: Johannes Gäßler <johannesg@5d6.de>
Date:   Sat Jul 8 00:25:15 2023 +0200

    CUDA: add __restrict__ to mul mat vec kernels (#2140)

commit 4539bc2761a7a23b588b5420b9d3fd1962ff63e5
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Jul 8 01:36:14 2023 -0500

    update makefile for changes

commit 912e31ec523eac9ef308f0d28bc2d93aab7c3ecb
Merge: 74e2703 ddaa4f2
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Fri Jul 7 23:15:37 2023 -0500

    Merge remote-tracking branch 'upstream/concedo'

commit 74e2703ac3b1557f107e540657d0919db115f913
Merge: cf65429 f9108ba
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jul 5 15:16:49 2023 -0500

    Merge branch 'LostRuins:concedo' into main

commit 7735c5a9af
Merge: c3e3733 7ee76e4
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue Jul 4 17:09:16 2023 +0300

    Merge 'origin/master' into hipblas

commit cf65429c3832d32a8c17c7ed5ab47066d7511fbe
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Jul 3 16:56:40 2023 -0500

    print cuda or opencl based on what's used

commit 72c16d2310b2e4c44018e2084aeb79e68c0b8709
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Jul 3 16:45:39 2023 -0500

    Revert "fix my mistake that broke other arches"

    This reverts commit 777aed5e69e240a54e7d3da962d8520855f072b9.

commit 777aed5e69e240a54e7d3da962d8520855f072b9
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Jul 3 15:53:32 2023 -0500

    fix my mistake that broke other arches

commit 27780a987a8dabb18689038c0397e16f2f219c7e
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jul 2 16:03:27 2023 -0500

    rocm fixes

commit f52c7d439770c1ea0bebc1f895b74d6aeea5f0a6
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jul 2 16:02:58 2023 -0500

    Revert "rocm fixes"

    This reverts commit 2fe9927353a1e53353623f850d3d534da88f5154.

commit 2fe9927353a1e53353623f850d3d534da88f5154
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jul 2 15:58:21 2023 -0500

    rocm fixes

commit efe7560c83a497f5e750bbe27922babd4233bda9
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jul 2 15:55:43 2023 -0500

    Revert "move HIPBLAS definitions into ggml-cuda.h"

    This reverts commit bf49a93d63f833b7871ba6e60f8fe207562678ee.

commit 4fc0181e44685019dcd309d4bb345cac7a5fef87
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jul 2 15:55:36 2023 -0500

    Revert "move hipblas definitions to header files"

    This reverts commit 2741ffb70464a71fd138484de4b41da05622e027.

commit 89eb576f2771bd81a3a6274348b47535dfdd5f63
Merge: 2741ffb 3d2907d
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jul 2 14:44:13 2023 -0500

    Merge branch 'LostRuins:concedo' into main

commit c3e3733c61
Author: Henri Vasserman <henv@hot.ee>
Date:   Sun Jul 2 15:51:31 2023 +0300

    ROCm fixes

commit 15db19ae7b
Merge: 04419f1 46088f7
Author: Henri Vasserman <henv@hot.ee>
Date:   Sun Jul 2 15:39:57 2023 +0300

    Merge 'origin/master' into hipblas

commit 2741ffb70464a71fd138484de4b41da05622e027
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Jul 1 17:07:42 2023 -0500

    move hipblas definitions to header files

commit bf49a93d63f833b7871ba6e60f8fe207562678ee
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Jul 1 16:38:50 2023 -0500

    move HIPBLAS definitions into ggml-cuda.h

commit 540f4e05f4e95378f46a83e2919d3962c0ef9eac
Merge: 2c3b46f eda663f
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Jul 1 14:58:32 2023 -0500

    Merge remote-tracking branch 'upstream/concedo'

commit 2c3b46f8a80ca9d94b2d3d06e1af6b6f7b791914
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Thu Jun 29 18:43:43 2023 -0500

    changes to fix build

commit c9e1103da0d72fd39a36391ac4b5d941a133598a
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Thu Jun 29 18:20:07 2023 -0500

    Update ggml_v2-cuda-legacy.cu for ROCM

commit b858fc5db80ed545a6fbeae3d551bddb47955598
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Thu Jun 29 17:49:39 2023 -0500

    changes to work with upstream

commit 69a0c2534bb8825f4009760b12d9bd44d108c6ed
Merge: 096f0b0 1347d3a
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Thu Jun 29 16:59:06 2023 -0500

    Merge remote-tracking branch 'upstream/concedo'

commit 04419f1894
Merge: bb16eff d3494bb
Author: Henri Vasserman <henv@hot.ee>
Date:   Wed Jun 28 23:30:10 2023 +0300

    Merge 'origin/master' into hipblas

commit bb16effc75
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jun 28 15:27:10 2023 -0500

    headers fix; add kquants_iter for hipblas and add gfx803 (#1)

    * kquants_iter for hipblas and add gfx803
    * Update CMakeLists.txt with hipblas kquants_iter and DMMV_F16
    * remove dmmv_f16 for now

commit 096f0b055e11b7d930842f86146d0e5013c5dce6
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jun 28 15:27:02 2023 -0500

    revert unnecessary hipblas conditionals

commit d81e81adffd6eb59e280ae1885864bb5fbd9bba6
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jun 28 14:48:23 2023 -0500

    Update Makefile hipblas nvcc correction

commit c8ae94524a
Merge: c1e5c83 0be54f7
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue Jun 27 10:50:37 2023 +0300

    Merge 'origin/master' into hipblas

commit 2579ecf8db9569d7756161f05ce7b0f5f23174b0
Merge: abed427 d2034ce
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jun 25 17:50:04 2023 -0500

    Merge branch 'LostRuins:concedo' into main

commit c1e5c8345e
Merge: 35a6031 447ccbe
Author: Henri Vasserman <henv@hot.ee>
Date:   Sun Jun 25 21:40:05 2023 +0300

    Merge 'origin/master' into hipblas

commit 35a603161a
Merge: df7346c 66a2555
Author: Henri Vasserman <henv@hot.ee>
Date:   Sun Jun 25 10:57:48 2023 +0300

    Merge 'origin/master' into hipblas

commit abed427b6f370698fe8e8409e7980f238aad03ef
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Jun 24 19:16:30 2023 -0500

    reorganize If statements to include proper headers

commit 06c3bf03b92c2e00fc4bcd27f0c34f32c58b19a9
Merge: ea6d320 8342fe8
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sat Jun 24 16:57:20 2023 -0500

    Merge branch 'LostRuins:concedo' into main

commit ea6d3208dcdc0b05e2c164dde8ee0bfc6a02ad09
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Fri Jun 23 01:53:28 2023 -0500

    Update README.md

commit 4d56ad8158595d1e835cb379939dc5526deb39e2
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Thu Jun 22 16:19:43 2023 -0500

    Update README.md

commit 21f930872b6e232679fe02eac9e429367365c6af
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Thu Jun 22 15:42:05 2023 -0500

    kquants_iter for hipblas and add gfx803

commit df7346ccd5
Merge: 5dd2fbe 7487137
Author: Henri Vasserman <henv@hot.ee>
Date:   Thu Jun 22 20:51:09 2023 +0300

    Merge 'origin/master' into hipblas

commit b6ff89066bbf2de23dab90bc8bbf9f63d8d1e070
Merge: eb094f0 e6ddb15
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Thu Jun 22 12:42:09 2023 -0500

    Merge branch 'LostRuins:concedo' into main

commit eb094f043f9b0b94e7db028ca36e96ce479b0369
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jun 21 23:59:18 2023 -0500

    lowvram parameter description

commit 3a5dfeb568d543376910180caa9a99b081fef9d4
Merge: 665cc11 b1f00fa
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jun 21 16:53:03 2023 -0500

    Merge branch 'LostRuins:concedo' into koboldcpp-rocm

commit 665cc1136b188e7ff5c1aa1359118c999ff6d162
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Wed Jun 21 01:13:19 2023 -0500

    add lowvram parameter

commit 222cbbb141f7ce79884cafb6bcebd860ae27cc04
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Tue Jun 20 19:03:28 2023 -0500

    add additional hipblas conditions for cublas

commit e1f958124ec99525cb58d8c534f9d1789377544e
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Tue Jun 20 16:51:59 2023 -0500

    Add hip def for cuda v2

commit 3bff5c0f0defd9d49b770c5ce107c71e5cba8003
Merge: a7e74b3 266d47a
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Tue Jun 20 13:38:06 2023 -0500

    Merge branch 'LostRuins:concedo' into koboldcpp-rocm

commit a7e74b39fe5eedf85d955fe5ea5f4c546322a9b0
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Jun 19 22:04:18 2023 -0500

    Update README.md

commit 5e99b3cb72d83f45b3f7904ffb8f242e743a142c
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Jun 19 22:03:42 2023 -0500

    Update Makefile

commit 9190b17432ebdc489ab05b71df6c3b8d5e7f5895
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Mon Jun 19 21:47:10 2023 -0500

    Update README.md

commit 5dd2fbe6ea
Merge: 67e229b 20568fe
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue Jun 20 01:23:12 2023 +0300

    Merge 'origin/master' into hipblas

commit 2780ea292b1e9c6ead274de3afb34337716be08f
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jun 18 15:48:00 2023 -0500

    Update Makefile

commit 04a3e64807a92c2e105af92f16dd6db2ea024d39
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jun 18 14:33:39 2023 -0500

    remove extra line

commit cccbca9dea3780e797a3b4972ba211e0c762fdc1
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jun 18 14:31:17 2023 -0500

    attempt adding ROCM hipblas

commit a44a1d4b90ed11d83d622eb976a945ff26a8974e
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jun 18 14:31:01 2023 -0500

    attempt adding ROCM hipblas

commit b08818416972f83349bc4d6479bccc55ee31436d
Author: YellowRoseCx <80486540+YellowRoseCx@users.noreply.github.com>
Date:   Sun Jun 18 14:30:54 2023 -0500

    attempt adding ROCM hipblas

commit 67e229b7ca
Merge: 6f7c156 b241649
Author: Henri Vasserman <henv@hot.ee>
Date:   Sun Jun 18 00:36:54 2023 +0300

    Merge 'origin/master' into hipblas

commit 6f7c15637a
Merge: 61df8e9 fc45a81
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat Jun 17 16:53:22 2023 +0300

    Merge 'origin/master' into hipblas

commit 61df8e9217
Author: Henri Vasserman <henv@hot.ee>
Date:   Wed Jun 14 22:46:10 2023 +0300

    add cudaMemset

commit a836529996
Merge: 85f902d 254a7a7
Author: Henri Vasserman <henv@hot.ee>
Date:   Wed Jun 14 22:41:55 2023 +0300

    Merge 'origin/master' into hipblas

commit 85f902d5c4
Merge: 4362e80 b50b570
Author: Henri Vasserman <henv@hot.ee>
Date:   Thu Jun 8 10:50:28 2023 +0300

    Merge 'origin/master' into hipblas

commit 4362e805a4
Merge: fa5b3d7 17366df
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue Jun 6 23:14:40 2023 +0300

    Merge 'origin/master' into hipblas

commit fa5b3d7365
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue Jun 6 18:47:00 2023 +0300

    fix makefile.

commit 1ba4ce4ad7
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue Jun 6 18:41:08 2023 +0300

    Revert "warp size fixes"

    It seems like 32 is faster for me, at least and it won't cause so many conflicts.

    This reverts commit 5d6eb72164.

commit 5d6eb72164
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue Jun 6 18:32:41 2023 +0300

    warp size fixes

commit 33091a9bd3
Merge: 9fdaa1d 2d43387
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue Jun 6 16:19:23 2023 +0300

    Merge  'origin/master' into hipblas

commit 9fdaa1d250
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat May 27 19:17:53 2023 +0300

    Add more defs

    For forward compatibility #1607

commit a4648c1e7c
Merge: 4c8b3fb 0ecb1bb
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat May 27 18:22:39 2023 +0300

    Merge 'origin/master' into hipblas

commit 4c8b3fb107
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri May 26 01:08:53 2023 +0300

    add configurable vars

commit 30d921af3e
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri May 26 01:03:56 2023 +0300

    and makefile

commit a593a4f6c2
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri May 26 00:55:28 2023 +0300

    Add missing parameters

commit 174bf6a86d
Merge: f80ce7a 1fcdcc2
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri May 26 00:44:23 2023 +0300

    Merge 'origin/master' into hipblas

commit f80ce7a4e0
Merge: 600ace3 ac7876a
Author: Henri Vasserman <henv@hot.ee>
Date:   Thu May 25 00:02:50 2023 +0300

    Merge branch 'origin/master' into hipblas

commit 600ace39c8
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat May 20 23:42:20 2023 +0300

    update warp size

commit b19fefef94
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat May 20 23:28:08 2023 +0300

    Forwardcompat

commit c66115b833
Merge: a0b2d5f b8ee340
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat May 20 18:29:31 2023 +0300

    Merge 'origin/master' into hipblas

commit a0b2d5f291
Merge: 8bab456 2a5ee02
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue May 16 17:08:29 2023 +0300

    Merge 'origin/master' into hipblas

commit 8bab45611e
Merge: 2956630 b5c9295
Author: Henri Vasserman <henv@hot.ee>
Date:   Mon May 15 00:01:12 2023 +0300

    Merge 'origin/master' into hipblas

commit 2956630a3d
Merge: 0fe6384 f048af0
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat May 13 13:12:52 2023 +0300

    Merge 'origin/master' into hipblas

commit 0fe6384755
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri May 12 17:22:11 2023 +0300

    fix makefile

commit 605560d9ec
Merge: 127f68e 089b1c9
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri May 12 16:12:53 2023 +0300

    Merge 'origin/master' into hipblas

commit 127f68eb5a
Merge: 070cbcc b608b55
Author: Henri Vasserman <henv@hot.ee>
Date:   Thu May 11 20:21:27 2023 +0300

    Merge 'origin/master' into hipblas

commit 070cbcc1bd
Author: Henri Vasserman <henv@hot.ee>
Date:   Sun May 7 18:10:56 2023 +0300

    occupanct function

commit a3296d50aa
Merge: 0aefa6a e129551
Author: Henri Vasserman <henv@hot.ee>
Date:   Sun May 7 18:06:04 2023 +0300

    Merge 'origin/master' into hipblas

commit 0aefa6ab71
Merge: baeb482 1b0fd45
Author: Henri Vasserman <henv@hot.ee>
Date:   Sun May 7 12:24:41 2023 +0300

    Merge 'origin/master' into hipblas

commit baeb482a94
Author: Henri Vasserman <henv@hot.ee>
Date:   Sun May 7 12:24:12 2023 +0300

    Revert to default copy

commit 289073a532
Merge: 1107194 173d0e6
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat May 6 19:59:41 2023 +0300

    Merge 'origin/master' into hipblas

commit 1107194e6b
Merge: 04c0d48 a3b85b2
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat May 6 00:38:20 2023 +0300

    Merge 'origin/master' into hipblas

commit 04c0d480d7
Author: Henri Vasserman <henv@hot.ee>
Date:   Thu May 4 12:31:16 2023 +0300

    Move all HIP stuff to ggml-cuda.cu

commit d83cfbad0c
Merge: b67cc50 799fdc1
Author: Henri Vasserman <henv@hot.ee>
Date:   Thu May 4 11:31:16 2023 +0300

    Merge 'origin/master' into hipblas

commit b67cc50dad
Merge: fcbc262 e216aa0
Author: Henri Vasserman <henv@hot.ee>
Date:   Wed May 3 15:04:51 2023 +0300

    Merge 'origin/master' into hipblas

commit fcbc262eb9
Merge: c73def1 f4cef87
Author: Henri Vasserman <henv@hot.ee>
Date:   Mon May 1 22:45:29 2023 +0300

    Merge 'origin/master' into hipblas

commit c73def129a
Merge: d8ea75e f0d70f1
Author: Henri Vasserman <henv@hot.ee>
Date:   Sun Apr 30 18:40:42 2023 +0300

    Merge 'origin/master' into hipblas

commit d8ea75e952
Merge: d194586 334637e
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat Apr 29 11:25:51 2023 +0300

    Merge 'origin/master' into hipblas

commit d194586f65
Merge: 2ab9d11 7f15c5c
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri Apr 28 23:03:52 2023 +0300

    Merge 'origin/master' into hipblas

commit 2ab9d11f37
Merge: 3b4a531 04aaae1
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri Apr 28 16:30:05 2023 +0300

    Merge 'origin/master' into hipblas

commit 3b4a53138f
Merge: a1caa48 0b2da20
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri Apr 28 10:08:41 2023 +0300

    Merge 'origin/master' into hipblas

commit a1caa48611
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri Apr 28 10:08:21 2023 +0300

    add more cuda defines

    This is so 'slaren/cuda-f16f32' would merge.

commit ecc056519f
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri Apr 28 01:58:27 2023 +0300

    only .cu file needs to be complied as device

commit ef51e9ecac
Merge: d571d16 4afcc37
Author: Henri Vasserman <henv@hot.ee>
Date:   Wed Apr 26 12:46:26 2023 +0300

    Merge branch 'ggerganov:master' into hipblas

commit d571d1629f
Merge: 608aa33 dd0eabc
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue Apr 25 21:15:33 2023 +0300

    Merge 'origin/master' into hipblas

commit 608aa33d9f
Author: Henri Vasserman <henv@hot.ee>
Date:   Tue Apr 25 21:15:04 2023 +0300

    change default GPU arch to match CMake

commit 3a004b2a01
Author: Henri Vasserman <henv@hot.ee>
Date:   Mon Apr 24 02:24:54 2023 +0300

    add rpath

commit db7a01297e
Merge: 3677235 284685f
Author: Henri Vasserman <henv@hot.ee>
Date:   Sun Apr 23 21:49:28 2023 +0300

    Merge 'origin/master' into hipblas

commit 367723544c
Author: Henri Vasserman <henv@hot.ee>
Date:   Sat Apr 22 23:28:00 2023 +0300

    More build file changes

commit d3e1984ce0
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri Apr 21 03:32:06 2023 +0300

    add rpath

commit 0e005f7793
Author: Henri Vasserman <henv@hot.ee>
Date:   Fri Apr 21 02:13:00 2023 +0300

    Build file changes

    Now HIP Clang is not required, the CMake scripts will configure the
    needed compiler, which can be system clang++. Also other code can
    still use GCC, but CMake will force the clang to link.

commit 54a63c10e8
Author: Henri Vasserman <henv@hot.ee>
Date:   Thu Apr 20 22:19:22 2023 +0300

    Update Makefile for the Cuda kernels

commit 0fd8363adc
Author: Henri Vasserman <henv@hot.ee>
Date:   Thu Apr 20 02:04:00 2023 +0300

    use hipblas based on cublas

* Merge Fixes

* readme merge fix

* remove old ggmlv2 changes

* bring ggml v2_cuda up to date with AMD changes

* Revert ggml v2_cuda changes BC they werent needed

This reverts commit 3385dd4240e16ce78337aef8b6090348bf87e1c7.

* avoid launching subprocesses to get device names for now, but other than that seems to be working

---------

Co-authored-by: Concedo <39025047+LostRuins@users.noreply.github.com>
This commit is contained in:
YellowRoseCx 2023-08-28 04:05:06 -05:00 committed by GitHub
parent 4b00916ac7
commit cf5d918073
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12 changed files with 291 additions and 51 deletions

View file

@ -43,13 +43,14 @@ if (NOT MSVC)
endif()
# 3rd party libs
option(LLAMA_CUBLAS "llama: use CUDA" ON)
option(LLAMA_CUBLAS "llama: use CUDA" OFF)
set(LLAMA_CUDA_MMQ_Y "64" CACHE STRING "llama: y tile size for mmq CUDA kernels")
set(LLAMA_CUDA_DMMV_X "32" CACHE STRING "llama: x stride for dmmv CUDA kernels")
set(LLAMA_CUDA_DMMV_Y "1" CACHE STRING "llama: y block size for dmmv CUDA kernels")
set(LLAMA_CUDA_MMV_Y "1" CACHE STRING "llama: y block size for mmv CUDA kernels")
option(LLAMA_CUDA_F16 "llama: use 16 bit floats for dmmv CUDA kernels" OFF)
set(LLAMA_CUDA_KQUANTS_ITER "2" CACHE STRING "llama: iters./thread per block for Q2_K/Q6_K")
option(LLAMA_HIPBLAS "llama: use hipBLAS" OFF)
option(LLAMA_K_QUANTS "llama: use k-quants" ON)
@ -121,6 +122,43 @@ if (LLAMA_CUBLAS)
endif()
endif()
if (LLAMA_HIPBLAS)
list(APPEND CMAKE_PREFIX_PATH /opt/rocm)
if (NOT ${CMAKE_C_COMPILER_ID} MATCHES "Clang")
message(WARNING "Only LLVM is supported for HIP, hint: CC=/opt/rocm/llvm/bin/clang")
endif()
if (NOT ${CMAKE_CXX_COMPILER_ID} MATCHES "Clang")
message(WARNING "Only LLVM is supported for HIP, hint: CXX=/opt/rocm/llvm/bin/clang++")
endif()
find_package(hip)
find_package(hipblas)
find_package(rocblas)
if (${hipblas_FOUND} AND ${hip_FOUND})
message(STATUS "HIP and hipBLAS found")
add_compile_definitions(GGML_USE_HIPBLAS GGML_USE_CUBLAS)
add_library(ggml-rocm OBJECT ggml-cuda.cu ggml-cuda.h)
if (LLAMA_CUDA_FORCE_DMMV)
target_compile_definitions(ggml-rocm PRIVATE GGML_CUDA_FORCE_DMMV)
endif()
target_compile_definitions(ggml-rocm PRIVATE GGML_CUDA_DMMV_X=${LLAMA_CUDA_DMMV_X})
target_compile_definitions(ggml-rocm PRIVATE GGML_CUDA_MMV_Y=${LLAMA_CUDA_MMV_Y})
target_compile_definitions(ggml-rocm PRIVATE K_QUANTS_PER_ITERATION=${LLAMA_CUDA_KQUANTS_ITER})
target_compile_definitions(ggml-rocm PRIVATE CC_TURING=1000000000)
set_source_files_properties(ggml-cuda.cu PROPERTIES LANGUAGE CXX)
target_link_libraries(ggml-rocm PRIVATE hip::device PUBLIC hip::host roc::rocblas roc::hipblas)
if (LLAMA_STATIC)
message(FATAL_ERROR "Static linking not supported for HIP/ROCm")
endif()
set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ggml-rocm)
else()
message(WARNING "hipBLAS or HIP not found. Try setting CMAKE_PREFIX_PATH=/opt/rocm")
endif()
endif()
if (LLAMA_ALL_WARNINGS)
if (NOT MSVC)
set(c_flags

View file

@ -20,8 +20,6 @@ ifneq ($(shell grep -e "Arch Linux" -e "ID_LIKE=arch" /etc/os-release 2>/dev/nul
ARCH_ADD = -lcblas
endif
CCV := $(shell $(CC) --version | head -n 1)
CXXV := $(shell $(CXX) --version | head -n 1)
# Mac OS + Arm can report x86_64
# ref: https://github.com/ggerganov/whisper.cpp/issues/66#issuecomment-1282546789
@ -195,6 +193,45 @@ ggml_v2-cuda-legacy.o: otherarch/ggml_v2-cuda-legacy.cu otherarch/ggml_v2-cuda-l
$(NVCC) $(NVCCFLAGS) $(subst -Ofast,-O3,$(CXXFLAGS)) $(CUBLAS_FLAGS) $(CUBLAS_CXXFLAGS) -Wno-pedantic -c $< -o $@
endif # LLAMA_CUBLAS
ifdef LLAMA_HIPBLAS
ROCM_PATH ?= /opt/rocm
CC := $(ROCM_PATH)/llvm/bin/clang
CXX := $(ROCM_PATH)/llvm/bin/clang++
GPU_TARGETS ?= gfx803 gfx900 gfx906 gfx908 gfx90a gfx1030 gfx1100
LLAMA_CUDA_DMMV_X ?= 128
LLAMA_CUDA_MMV_Y ?= 2
LLAMA_CUDA_KQUANTS_ITER ?= 1
HIPFLAGS += -DGGML_USE_HIPBLAS -DGGML_USE_CUBLAS $(shell $(ROCM_PATH)/bin/hipconfig -C)
ifdef LLAMA_CUDA_FORCE_DMMV
HIPFLAGS += -DGGML_CUDA_FORCE_DMMV
endif # LLAMA_CUDA_FORCE_DMMV
HIPLDFLAGS += -L$(ROCM_PATH)/lib -Wl,-rpath=$(ROCM_PATH)/lib -lhipblas -lamdhip64 -lrocblas
HIP_OBJS += ggml-cuda.o ggml_v2-cuda.o ggml_v2-cuda-legacy.o
ggml-cuda.o: HIPFLAGS += $(addprefix --offload-arch=,$(GPU_TARGETS)) \
-DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X) \
-DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y) \
-DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER) \
-DCC_TURING=1000000000
ggml_v2-cuda.o: HIPFLAGS += $(addprefix --offload-arch=,$(GPU_TARGETS)) \
-DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X) \
-DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y) \
-DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER) \
-DCC_TURING=1000000000
ggml_v2-cuda-legacy.o: HIPFLAGS += $(addprefix --offload-arch=,$(GPU_TARGETS)) \
-DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X) \
-DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y) \
-DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER) \
-DCC_TURING=1000000000 # DGGML_CUDA_DMMV_F16 does not currently work with AMD.
ggml-cuda.o: ggml-cuda.cu ggml-cuda.h
$(CXX) $(CXXFLAGS) $(HIPFLAGS) -x hip -c -o $@ $<
ggml_v2-cuda.o: otherarch/ggml_v2-cuda.cu otherarch/ggml_v2-cuda.h
$(CXX) $(CXXFLAGS) $(HIPFLAGS) -x hip -c -o $@ $<
ggml_v2-cuda-legacy.o: otherarch/ggml_v2-cuda-legacy.cu otherarch/ggml_v2-cuda-legacy.h
$(CXX) $(CXXFLAGS) $(HIPFLAGS) -x hip -c -o $@ $<
endif # LLAMA_HIPBLAS
ifdef LLAMA_METAL
CFLAGS += -DGGML_USE_METAL -DGGML_METAL_NDEBUG
CXXFLAGS += -DGGML_USE_METAL
@ -224,12 +261,16 @@ ifneq ($(filter armv8%,$(UNAME_M)),)
CFLAGS += -mfp16-format=ieee -mno-unaligned-access
endif
CCV := $(shell $(CC) --version | head -n 1)
CXXV := $(shell $(CXX) --version | head -n 1)
DEFAULT_BUILD =
FAILSAFE_BUILD =
OPENBLAS_BUILD =
NOAVX2_BUILD =
CLBLAST_BUILD =
CUBLAS_BUILD =
HIPBLAS_BUILD =
ifeq ($(OS),Windows_NT)
DEFAULT_BUILD = $(CXX) $(CXXFLAGS) $^ -shared -o $@.dll $(LDFLAGS)
@ -238,10 +279,12 @@ ifeq ($(OS),Windows_NT)
NOAVX2_BUILD = $(CXX) $(CXXFLAGS) $^ -shared -o $@.dll $(LDFLAGS)
CLBLAST_BUILD = $(CXX) $(CXXFLAGS) $^ lib/OpenCL.lib lib/clblast.lib -shared -o $@.dll $(LDFLAGS)
ifdef LLAMA_CUBLAS
CUBLAS_BUILD = $(CXX) $(CXXFLAGS) $(CUBLAS_FLAGS) $^ -shared -o $@.dll $(CUBLASLD_FLAGS) $(LDFLAGS)
endif
ifdef LLAMA_CUBLAS
CUBLAS_BUILD = $(CXX) $(CXXFLAGS) $(CUBLAS_FLAGS) $^ -shared -o $@.dll $(CUBLASLD_FLAGS) $(LDFLAGS)
endif
ifdef LLAMA_HIPBLAS
HIPBLAS_BUILD = $(CXX) $(CXXFLAGS) $(HIPFLAGS) $^ -shared -o $@.dll $(HIPLDFLAGS) $(LDFLAGS)
endif
else
DEFAULT_BUILD = $(CXX) $(CXXFLAGS) $^ -shared -o $@.so $(LDFLAGS)
FAILSAFE_BUILD = $(CXX) $(CXXFLAGS) $^ -shared -o $@.so $(LDFLAGS)
@ -250,24 +293,29 @@ else
NOAVX2_BUILD = $(CXX) $(CXXFLAGS) $^ $(ARCH_ADD) -lopenblas -shared -o $@.so $(LDFLAGS)
endif
ifdef LLAMA_CLBLAST
ifeq ($(UNAME_S),Darwin)
CLBLAST_BUILD = $(CXX) $(CXXFLAGS) $^ -lclblast -framework OpenCL $(ARCH_ADD) -lopenblas -shared -o $@.so $(LDFLAGS)
else
CLBLAST_BUILD = $(CXX) $(CXXFLAGS) $^ -lclblast -lOpenCL $(ARCH_ADD) -lopenblas -shared -o $@.so $(LDFLAGS)
endif
ifeq ($(UNAME_S),Darwin)
CLBLAST_BUILD = $(CXX) $(CXXFLAGS) $^ -lclblast -framework OpenCL $(ARCH_ADD) -lopenblas -shared -o $@.so $(LDFLAGS)
else
CLBLAST_BUILD = $(CXX) $(CXXFLAGS) $^ -lclblast -lOpenCL $(ARCH_ADD) -lopenblas -shared -o $@.so $(LDFLAGS)
endif
endif
ifdef LLAMA_CUBLAS
CUBLAS_BUILD = $(CXX) $(CXXFLAGS) $(CUBLAS_FLAGS) $^ -shared -o $@.so $(CUBLASLD_FLAGS) $(LDFLAGS)
endif
ifdef LLAMA_CUBLAS
CUBLAS_BUILD = $(CXX) $(CXXFLAGS) $(CUBLAS_FLAGS) $^ -shared -o $@.so $(CUBLASLD_FLAGS) $(LDFLAGS)
endif
ifdef LLAMA_HIPBLAS
HIPBLAS_BUILD = $(CXX) $(CXXFLAGS) $(HIPFLAGS) $^ -shared -o $@.so $(HIPLDFLAGS) $(LDFLAGS)
endif
ifndef LLAMA_OPENBLAS
ifndef LLAMA_CLBLAST
ifndef LLAMA_CUBLAS
ifndef LLAMA_HIPBLAS
OPENBLAS_BUILD = @echo 'Your OS $(OS) does not appear to be Windows. For faster speeds, install and link a BLAS library. Set LLAMA_OPENBLAS=1 to compile with OpenBLAS support or LLAMA_CLBLAST=1 to compile with ClBlast support. This is just a reminder, not an error.'
endif
endif
endif
endif
endif
@ -302,7 +350,7 @@ ggml_noavx2.o: ggml.c ggml.h
ggml_clblast.o: ggml.c ggml.h
$(CC) $(CFLAGS) $(FULLCFLAGS) $(CLBLAST_FLAGS) -c $< -o $@
ggml_cublas.o: ggml.c ggml.h
$(CC) $(CFLAGS) $(FULLCFLAGS) $(CUBLAS_FLAGS) -c $< -o $@
$(CC) $(CFLAGS) $(FULLCFLAGS) $(CUBLAS_FLAGS) $(HIPFLAGS) -c $< -o $@
#quants K
k_quants.o: k_quants.c k_quants.h ggml.h ggml-cuda.h
@ -328,7 +376,7 @@ ggml_v2_noavx2.o: otherarch/ggml_v2.c otherarch/ggml_v2.h
ggml_v2_clblast.o: otherarch/ggml_v2.c otherarch/ggml_v2.h
$(CC) $(CFLAGS) $(FULLCFLAGS) $(CLBLAST_FLAGS) -c $< -o $@
ggml_v2_cublas.o: otherarch/ggml_v2.c otherarch/ggml_v2.h
$(CC) $(CFLAGS) $(FULLCFLAGS) $(CUBLAS_FLAGS) -c $< -o $@
$(CC) $(CFLAGS) $(FULLCFLAGS) $(CUBLAS_FLAGS) $(HIPFLAGS) -c $< -o $@
#extreme old version compat
ggml_v1.o: otherarch/ggml_v1.c otherarch/ggml_v1.h
@ -365,7 +413,7 @@ gpttype_adapter.o: $(GPTTYPE_ADAPTER)
gpttype_adapter_clblast.o: $(GPTTYPE_ADAPTER)
$(CXX) $(CXXFLAGS) $(CLBLAST_FLAGS) -c $< -o $@
gpttype_adapter_cublas.o: $(GPTTYPE_ADAPTER)
$(CXX) $(CXXFLAGS) $(CUBLAS_FLAGS) -c $< -o $@
$(CXX) $(CXXFLAGS) $(CUBLAS_FLAGS) $(HIPFLAGS) -c $< -o $@
clean:
rm -vf *.o main quantize_llama quantize_gpt2 quantize_gptj quantize_neox quantize_mpt quantize-stats perplexity embedding benchmark-matmult save-load-state gguf gguf.exe main.exe quantize_llama.exe quantize_gptj.exe quantize_gpt2.exe quantize_neox.exe quantize_mpt.exe koboldcpp_default.dll koboldcpp_openblas.dll koboldcpp_failsafe.dll koboldcpp_noavx2.dll koboldcpp_clblast.dll koboldcpp_cublas.dll koboldcpp_default.so koboldcpp_openblas.so koboldcpp_failsafe.so koboldcpp_noavx2.so koboldcpp_clblast.so koboldcpp_cublas.so
@ -390,8 +438,8 @@ koboldcpp_noavx2: ggml_noavx2.o ggml_v2_noavx2.o ggml_v1_failsafe.o expose.o com
$(NOAVX2_BUILD)
koboldcpp_clblast: ggml_clblast.o ggml_v2_clblast.o ggml_v1.o expose.o common.o gpttype_adapter_clblast.o ggml-opencl.o ggml_v2-opencl.o ggml_v2-opencl-legacy.o k_quants.o ggml-alloc.o $(OBJS)
$(CLBLAST_BUILD)
koboldcpp_cublas: ggml_cublas.o ggml_v2_cublas.o ggml_v1.o expose.o common.o gpttype_adapter_cublas.o k_quants.o ggml-alloc.o $(CUBLAS_OBJS) $(OBJS)
$(CUBLAS_BUILD)
koboldcpp_cublas: ggml_cublas.o ggml_v2_cublas.o ggml_v1.o expose.o common.o gpttype_adapter_cublas.o k_quants.o ggml-alloc.o $(CUBLAS_OBJS) $(HIP_OBJS) $(OBJS)
$(CUBLAS_BUILD) $(HIPBLAS_BUILD)
quantize_llama: examples/quantize/quantize.cpp ggml.o llama.o k_quants.o ggml-alloc.o
$(CXX) $(CXXFLAGS) $^ -o $@ $(LDFLAGS)

View file

@ -440,7 +440,7 @@ ModelLoadResult gpttype_load_model(const load_model_inputs inputs, FileFormat in
//this is used for the mem_per_token eval, openblas needs more RAM
bool use_scratch = ggml_cpu_has_gpublas();
int cu_parseinfo_maindevice = inputs.cublas_info<0?0:inputs.cublas_info;
int cu_parseinfo_maindevice = inputs.cublas_info<=0?0:inputs.cublas_info;
printf("System Info: %s\n", llama_print_system_info());
#if defined(GGML_USE_CUBLAS)
@ -530,7 +530,6 @@ ModelLoadResult gpttype_load_model(const load_model_inputs inputs, FileFormat in
if(!ts_all_zero)
{
llama_ctx_params.tensor_split = inputs.tensor_split;
printf("CUBLAS: Applying Custom Tensor Split!\n");
}
#endif
@ -600,7 +599,6 @@ ModelLoadResult gpttype_load_model(const load_model_inputs inputs, FileFormat in
if(!ts_all_zero)
{
llama_ctx_params.tensor_split = inputs.tensor_split;
printf("CUBLAS: Applying Custom Tensor Split!\n");
}
#endif

View file

@ -215,13 +215,6 @@ def load_model(model_filename):
if args.useclblast:
clblastids = 100 + int(args.useclblast[0])*10 + int(args.useclblast[1])
inputs.clblast_info = clblastids
inputs.cublas_info = 0
if (args.usecublas and "0" in args.usecublas):
os.environ["CUDA_VISIBLE_DEVICES"] = "0"
elif (args.usecublas and "1" in args.usecublas):
os.environ["CUDA_VISIBLE_DEVICES"] = "1"
elif (args.usecublas and "2" in args.usecublas):
os.environ["CUDA_VISIBLE_DEVICES"] = "2"
for n in range(tensor_split_max):
if args.tensor_split and n < len(args.tensor_split):
@ -229,6 +222,22 @@ def load_model(model_filename):
else:
inputs.tensor_split[n] = 0
# we must force an explicit tensor split
# otherwise the default will divide equally and multigpu crap will slow it down badly
inputs.cublas_info = 0
if (args.usecublas and "0" in args.usecublas):
inputs.cublas_info = 0
if not args.tensor_split:
inputs.tensor_split[inputs.cublas_info] = 100
elif (args.usecublas and "1" in args.usecublas):
inputs.cublas_info = 1
if not args.tensor_split:
inputs.tensor_split[inputs.cublas_info] = 100
elif (args.usecublas and "2" in args.usecublas):
inputs.cublas_info = 2
if not args.tensor_split:
inputs.tensor_split[inputs.cublas_info] = 100
inputs.executable_path = (getdirpath()+"/").encode("UTF-8")
inputs.debugmode = args.debugmode
banned_tokens = args.bantokens
@ -730,7 +739,7 @@ def show_new_gui():
lib_option_pairs = [
(lib_openblas, "Use OpenBLAS"),
(lib_clblast, "Use CLBlast"),
(lib_cublas, "Use CuBLAS"),
(lib_cublas, "Use CuBLAS/hipBLAS"),
(lib_default, "Use No BLAS"),
(lib_noavx2, "NoAVX2 Mode (Old CPU)"),
(lib_failsafe, "Failsafe Mode (Old CPU)")]
@ -895,7 +904,7 @@ def show_new_gui():
def changerunmode(a,b,c):
index = runopts_var.get()
if index == "Use CLBlast" or index == "Use CuBLAS":
if index == "Use CLBlast" or index == "Use CuBLAS/hipBLAS":
gpu_selector_label.grid(row=3, column=0, padx = 8, pady=1, stick="nw")
quick_gpu_selector_label.grid(row=3, column=0, padx = 8, pady=1, stick="nw")
if index == "Use CLBlast":
@ -903,7 +912,7 @@ def show_new_gui():
quick_gpu_selector_box.grid(row=3, column=1, padx=8, pady=1, stick="nw")
if gpu_choice_var.get()=="All":
gpu_choice_var.set("1")
elif index == "Use CuBLAS":
elif index == "Use CuBLAS/hipBLAS":
CUDA_gpu_selector_box.grid(row=3, column=1, padx=8, pady=1, stick="nw")
CUDA_quick_gpu_selector_box.grid(row=3, column=1, padx=8, pady=1, stick="nw")
else:
@ -914,7 +923,7 @@ def show_new_gui():
quick_gpu_selector_box.grid_forget()
CUDA_quick_gpu_selector_box.grid_forget()
if index == "Use CuBLAS":
if index == "Use CuBLAS/hipBLAS":
lowvram_box.grid(row=4, column=0, padx=8, pady=1, stick="nw")
quick_lowvram_box.grid(row=4, column=0, padx=8, pady=1, stick="nw")
mmq_box.grid(row=4, column=1, padx=8, pady=1, stick="nw")
@ -925,7 +934,7 @@ def show_new_gui():
mmq_box.grid_forget()
quick_mmq_box.grid_forget()
if index == "Use CLBlast" or index == "Use CuBLAS":
if index == "Use CLBlast" or index == "Use CuBLAS/hipBLAS":
gpu_layers_label.grid(row=5, column=0, padx = 8, pady=1, stick="nw")
gpu_layers_entry.grid(row=5, column=1, padx=8, pady=1, stick="nw")
quick_gpu_layers_label.grid(row=5, column=0, padx = 8, pady=1, stick="nw")
@ -1111,7 +1120,7 @@ def show_new_gui():
gpuchoiceidx = int(gpu_choice_var.get())-1
if runopts_var.get() == "Use CLBlast":
args.useclblast = [[0,0], [1,0], [0,1]][gpuchoiceidx]
if runopts_var.get() == "Use CuBLAS":
if runopts_var.get() == "Use CuBLAS/hipBLAS":
if gpu_choice_var.get()=="All":
args.usecublas = ["lowvram"] if lowvram_var.get() == 1 else ["normal"]
else:
@ -1337,7 +1346,7 @@ def show_old_gui():
blaschoice = tk.StringVar()
blaschoice.set("BLAS = 512")
runopts = ["Use OpenBLAS","Use CLBLast GPU #1","Use CLBLast GPU #2","Use CLBLast GPU #3","Use CuBLAS GPU","Use No BLAS","NoAVX2 Mode (Old CPU)","Failsafe Mode (Old CPU)"]
runopts = ["Use OpenBLAS","Use CLBLast GPU #1","Use CLBLast GPU #2","Use CLBLast GPU #3","Use CuBLAS/hipBLAS GPU","Use No BLAS","NoAVX2 Mode (Old CPU)","Failsafe Mode (Old CPU)"]
runchoice = tk.StringVar()
runchoice.set("Use OpenBLAS")
@ -1779,8 +1788,8 @@ if __name__ == '__main__':
compatgroup = parser.add_mutually_exclusive_group()
compatgroup.add_argument("--noblas", help="Do not use OpenBLAS for accelerated prompt ingestion", action='store_true')
compatgroup.add_argument("--useclblast", help="Use CLBlast for GPU Acceleration. Must specify exactly 2 arguments, platform ID and device ID (e.g. --useclblast 1 0).", type=int, choices=range(0,9), nargs=2)
compatgroup.add_argument("--usecublas", help="Use CuBLAS for GPU Acceleration. Requires CUDA. Select lowvram to not allocate VRAM scratch buffer. Enter a number afterwards to select and use 1 GPU. Leaving no number will use all GPUs.", nargs='*',metavar=('[lowvram|normal] [main GPU ID] [mmq]'), choices=['normal', 'lowvram', '0', '1', '2', 'mmq'])
compatgroup.add_argument("--usecublas", help="Use CuBLAS/hipBLAS for GPU Acceleration. Requires CUDA. Select lowvram to not allocate VRAM scratch buffer. Enter a number afterwards to select and use 1 GPU. Leaving no number will use all GPUs.", nargs='*',metavar=('[lowvram|normal] [main GPU ID] [mmq]'), choices=['normal', 'lowvram', '0', '1', '2', 'mmq'])
parser.add_argument("--gpulayers", help="Set number of layers to offload to GPU when using GPU. Requires GPU.",metavar=('[GPU layers]'), type=int, default=0)
parser.add_argument("--tensor_split", help="For CUDA with ALL GPU set only, ratio to split tensors across multiple GPUs, space-separated list of proportions, e.g. 7 3", metavar=('[Ratios]'), type=float, nargs='+')
main(parser.parse_args(),start_server=True)
main(parser.parse_args(),start_server=True)

View file

@ -2055,7 +2055,11 @@ static void llm_load_tensors(
#ifdef GGML_USE_CUBLAS
const int max_backend_supported_layers = hparams.n_layer + 3;
#if defined(GGML_USE_HIPBLAS)
const int max_offloadable_layers = low_vram ? hparams.n_layer + 3 : hparams.n_layer + 3;
#else
const int max_offloadable_layers = low_vram ? hparams.n_layer + 1 : hparams.n_layer + 3;
#endif
if (n_gpu_layers > (int) hparams.n_layer + 1) {
if (low_vram) {
LLAMA_LOG_INFO("%s: cannot offload v cache to GPU due to low VRAM option\n", __func__);

View file

@ -4,9 +4,64 @@
#include <stdio.h>
#include <atomic>
#if defined(GGML_USE_HIPBLAS)
#include <hip/hip_runtime.h>
#include <hipblas/hipblas.h>
#include <hip/hip_fp16.h>
#define CUBLAS_COMPUTE_32F HIPBLAS_R_32F
#define CUBLAS_COMPUTE_32F_FAST_16F HIPBLAS_R_32F
#define CUBLAS_GEMM_DEFAULT HIPBLAS_GEMM_DEFAULT
#define CUBLAS_OP_N HIPBLAS_OP_N
#define CUBLAS_OP_T HIPBLAS_OP_T
#define CUBLAS_STATUS_SUCCESS HIPBLAS_STATUS_SUCCESS
#define CUBLAS_TF32_TENSOR_OP_MATH 0
#define CUDA_R_16F HIPBLAS_R_16F
#define CUDA_R_32F HIPBLAS_R_32F
#define __shfl_xor_sync(mask, var, laneMask, width) __shfl_xor(var, laneMask, width)
#define cublasCreate hipblasCreate
#define cublasGemmEx hipblasGemmEx
#define cublasHandle_t hipblasHandle_t
#define cublasSetMathMode(handle, mode) CUBLAS_STATUS_SUCCESS
#define cublasSetStream hipblasSetStream
#define cublasSgemm hipblasSgemm
#define cublasStatus_t hipblasStatus_t
#define cudaDeviceProp hipDeviceProp_t
#define cudaDeviceSynchronize hipDeviceSynchronize
#define cudaError_t hipError_t
#define cudaEventCreateWithFlags hipEventCreateWithFlags
#define cudaEventDisableTiming hipEventDisableTiming
#define cudaEventRecord hipEventRecord
#define cudaEvent_t hipEvent_t
#define cudaFree hipFree
#define cudaFreeHost hipHostFree
#define cudaGetDevice hipGetDevice
#define cudaGetDeviceCount hipGetDeviceCount
#define cudaGetDeviceProperties hipGetDeviceProperties
#define cudaGetErrorString hipGetErrorString
#define cudaGetLastError hipGetLastError
#define cudaMalloc hipMalloc
#define cudaMallocHost(ptr, size) hipHostMalloc(ptr, size, hipHostMallocDefault)
#define cudaMemcpy hipMemcpy
#define cudaMemcpy2DAsync hipMemcpy2DAsync
#define cudaMemcpyAsync hipMemcpyAsync
#define cudaMemcpyDeviceToDevice hipMemcpyDeviceToDevice
#define cudaMemcpyDeviceToHost hipMemcpyDeviceToHost
#define cudaMemcpyHostToDevice hipMemcpyHostToDevice
#define cudaMemcpyKind hipMemcpyKind
#define cudaMemset hipMemset
#define cudaOccupancyMaxPotentialBlockSize hipOccupancyMaxPotentialBlockSize
#define cudaSetDevice hipSetDevice
#define cudaStreamCreateWithFlags hipStreamCreateWithFlags
#define cudaStreamNonBlocking hipStreamNonBlocking
#define cudaStreamSynchronize hipStreamSynchronize
#define cudaStreamWaitEvent hipStreamWaitEvent
#define cudaStream_t hipStream_t
#define cudaSuccess hipSuccess
#else
#include <cuda_runtime.h>
#include <cublas_v2.h>
#include <cuda_fp16.h>
#endif
#include "ggml_v2-cuda-legacy.h"
#include "ggml_v2-cuda.h"

View file

@ -4,10 +4,66 @@
#include <stdio.h>
#include <atomic>
#if defined(GGML_USE_HIPBLAS)
#include <hip/hip_runtime.h>
#include <hipblas/hipblas.h>
#include <hip/hip_fp16.h>
#define CUBLAS_COMPUTE_32F HIPBLAS_R_32F
#define CUBLAS_COMPUTE_32F_FAST_16F HIPBLAS_R_32F
#define CUBLAS_GEMM_DEFAULT HIPBLAS_GEMM_DEFAULT
#define CUBLAS_OP_N HIPBLAS_OP_N
#define CUBLAS_OP_T HIPBLAS_OP_T
#define CUBLAS_STATUS_SUCCESS HIPBLAS_STATUS_SUCCESS
#define CUBLAS_TF32_TENSOR_OP_MATH 0
#define CUDA_R_16F HIPBLAS_R_16F
#define CUDA_R_32F HIPBLAS_R_32F
#define __shfl_xor_sync(mask, var, laneMask, width) __shfl_xor(var, laneMask, width)
#define cublasCreate hipblasCreate
#define cublasGemmEx hipblasGemmEx
#define cublasHandle_t hipblasHandle_t
#define cublasSetMathMode(handle, mode) CUBLAS_STATUS_SUCCESS
#define cublasSetStream hipblasSetStream
#define cublasSgemm hipblasSgemm
#define cublasStatus_t hipblasStatus_t
#define cudaDeviceProp hipDeviceProp_t
#define cudaDeviceSynchronize hipDeviceSynchronize
#define cudaError_t hipError_t
#define cudaEventCreateWithFlags hipEventCreateWithFlags
#define cudaEventDisableTiming hipEventDisableTiming
#define cudaEventRecord hipEventRecord
#define cudaEvent_t hipEvent_t
#define cudaFree hipFree
#define cudaFreeHost hipHostFree
#define cudaGetDevice hipGetDevice
#define cudaGetDeviceCount hipGetDeviceCount
#define cudaGetDeviceProperties hipGetDeviceProperties
#define cudaGetErrorString hipGetErrorString
#define cudaGetLastError hipGetLastError
#define cudaMalloc hipMalloc
#define cudaMallocHost(ptr, size) hipHostMalloc(ptr, size, hipHostMallocDefault)
#define cudaMemcpy hipMemcpy
#define cudaMemcpy2DAsync hipMemcpy2DAsync
#define cudaMemcpyAsync hipMemcpyAsync
#define cudaMemcpyDeviceToDevice hipMemcpyDeviceToDevice
#define cudaMemcpyDeviceToHost hipMemcpyDeviceToHost
#define cudaMemcpyHostToDevice hipMemcpyHostToDevice
#define cudaMemcpyKind hipMemcpyKind
#define cudaMemset hipMemset
#define cudaOccupancyMaxPotentialBlockSize hipOccupancyMaxPotentialBlockSize
#define cudaSetDevice hipSetDevice
#define cudaStreamCreateWithFlags hipStreamCreateWithFlags
#define cudaStreamNonBlocking hipStreamNonBlocking
#define cudaStreamSynchronize hipStreamSynchronize
#define cudaStreamWaitEvent hipStreamWaitEvent
#define cudaStream_t hipStream_t
#define cudaSuccess hipSuccess
#else
#include <cuda_runtime.h>
#include <cublas_v2.h>
#include <cuda_fp16.h>
#endif
#include "ggml_v2-cuda.h"
#include "ggml_v2.h"
@ -807,4 +863,4 @@ void ggml_v2_cuda_transform_tensor(ggml_v2_tensor * tensor) {
tensor->data = d_Q;
tensor->backend = GGML_V2_BACKEND_CUDA;
}
}

View file

@ -359,7 +359,11 @@ ModelLoadResult gpt2_model_load(const std::string & fname, gpt2_model & model, g
const auto & hparams = model.hparams;
size_t vram_total = 0;
const int n_gpu = std::min(gpulayers, int(hparams.n_layer));
fprintf(stderr, "%s: [GPU] offloading %d layers to GPU\n", __func__, n_gpu);
#if defined(GGML_USE_CLBLAST)
fprintf(stderr, "%s: [opencl] offloading %d layers to GPU\n", __func__, n_gpu);
#else
fprintf(stderr, "%s: [CUDA] offloading %d layers to GPU\n", __func__, n_gpu);
#endif
for (int i = 0; i < n_gpu; ++i) {
const auto & layer = model.layers[i];
layer.c_attn_attn_w->backend = GGML_BACKEND_GPU;
@ -378,7 +382,11 @@ ModelLoadResult gpt2_model_load(const std::string & fname, gpt2_model & model, g
ggml_cuda_transform_tensor(layer.c_mlp_proj_w->data,layer.c_mlp_proj_w); vram_total += ggml_nbytes(layer.c_mlp_proj_w);
#endif
}
fprintf(stderr, "%s: [GPU] total VRAM used: %zu MB\n", __func__, vram_total / 1024 / 1024);
#if defined(GGML_USE_CLBLAST)
fprintf(stderr, "%s: [opencl] total VRAM used: %zu MB\n", __func__, vram_total / 1024 / 1024);
#else
fprintf(stderr, "%s: [CUDA] total VRAM used: %zu MB\n", __func__, vram_total / 1024 / 1024);
#endif
}
#endif

View file

@ -348,7 +348,11 @@ ModelLoadResult gptj_model_load(const std::string & fname, gptj_model & model, g
const auto & hparams = model.hparams;
size_t vram_total = 0;
const int n_gpu = std::min(gpulayers, int(hparams.n_layer));
fprintf(stderr, "%s: [GPU] offloading %d layers to GPU\n", __func__, n_gpu);
#if defined(GGML_USE_CLBLAST)
fprintf(stderr, "%s: [opencl] offloading %d layers to GPU\n", __func__, n_gpu);
#else
fprintf(stderr, "%s: [CUDA] offloading %d layers to GPU\n", __func__, n_gpu);
#endif
for (int i = 0; i < n_gpu; ++i) {
const auto & layer = model.layers[i];
layer.c_attn_q_proj_w->backend = GGML_BACKEND_GPU;
@ -373,7 +377,11 @@ ModelLoadResult gptj_model_load(const std::string & fname, gptj_model & model, g
ggml_cuda_transform_tensor(layer.c_mlp_proj_w->data,layer.c_mlp_proj_w); vram_total += ggml_nbytes(layer.c_mlp_proj_w);
#endif
}
fprintf(stderr, "%s: [GPU] total VRAM used: %zu MB\n", __func__, vram_total / 1024 / 1024);
#if defined(GGML_USE_CLBLAST)
fprintf(stderr, "%s: [opencl] total VRAM used: %zu MB\n", __func__, vram_total / 1024 / 1024);
#else
fprintf(stderr, "%s: [CUDA] total VRAM used: %zu MB\n", __func__, vram_total / 1024 / 1024);
#endif
}
#endif
@ -644,4 +652,4 @@ bool gptj_eval(
ggml_free(ctx0);
return true;
}
}

View file

@ -3101,4 +3101,4 @@ std::vector<llama_token> llama_v2_tokenize(struct llama_v2_context * ctx, const
res.resize(n);
return res;
}
}

View file

@ -301,7 +301,11 @@ bool mpt_model_load(const std::string & fname, mpt_model & model, gpt_vocab & vo
const auto & hparams = model.hparams;
size_t vram_total = 0;
const int n_gpu = std::min(gpulayers, int(hparams.n_layers));
fprintf(stderr, "%s: [GPU] offloading %d layers to GPU\n", __func__, n_gpu);
#if defined(GGML_USE_CLBLAST)
fprintf(stderr, "%s: [opencl] offloading %d layers to GPU\n", __func__, n_gpu);
#else
fprintf(stderr, "%s: [CUDA] offloading %d layers to GPU\n", __func__, n_gpu);
#endif
for (int i = 0; i < n_gpu; ++i) {
const auto & layer = model.layers[i];
layer.ffn_up_proj->backend = GGML_BACKEND_GPU;
@ -320,7 +324,11 @@ bool mpt_model_load(const std::string & fname, mpt_model & model, gpt_vocab & vo
ggml_cuda_transform_tensor(layer.c_attn_out_proj_weight->data,layer.c_attn_out_proj_weight); vram_total += ggml_nbytes(layer.c_attn_out_proj_weight);
#endif
}
fprintf(stderr, "%s: [GPU] total VRAM used: %zu MB\n", __func__, vram_total / 1024 / 1024);
#if defined(GGML_USE_CLBLAST)
fprintf(stderr, "%s: [opencl] total VRAM used: %zu MB\n", __func__, vram_total / 1024 / 1024);
#else
fprintf(stderr, "%s: [CUDA] total VRAM used: %zu MB\n", __func__, vram_total / 1024 / 1024);
#endif
}
#endif

View file

@ -335,7 +335,11 @@ ModelLoadResult gpt_neox_model_load(const std::string & fname, gpt_neox_model &
const auto & hparams = model.hparams;
size_t vram_total = 0;
const int n_gpu = std::min(gpulayers, int(hparams.n_layer));
fprintf(stderr, "%s: [GPU] offloading %d layers to GPU\n", __func__, n_gpu);
#if defined(GGML_USE_CLBLAST)
fprintf(stderr, "%s: [opencl] offloading %d layers to GPU\n", __func__, n_gpu);
#else
fprintf(stderr, "%s: [CUDA] offloading %d layers to GPU\n", __func__, n_gpu);
#endif
for (int i = 0; i < n_gpu; ++i) {
const auto & layer = model.layers[i];
layer.c_attn_attn_w->backend = GGML_BACKEND_GPU;
@ -354,7 +358,11 @@ ModelLoadResult gpt_neox_model_load(const std::string & fname, gpt_neox_model &
ggml_cuda_transform_tensor(layer.c_mlp_proj_w->data,layer.c_mlp_proj_w); vram_total += ggml_nbytes(layer.c_mlp_proj_w);
#endif
}
fprintf(stderr, "%s: [GPU] total VRAM used: %zu MB\n", __func__, vram_total / 1024 / 1024);
#if defined(GGML_USE_CLBLAST)
fprintf(stderr, "%s: [opencl] total VRAM used: %zu MB\n", __func__, vram_total / 1024 / 1024);
#else
fprintf(stderr, "%s: [CUDA] total VRAM used: %zu MB\n", __func__, vram_total / 1024 / 1024);
#endif
}
#endif
@ -663,4 +671,4 @@ bool gpt_neox_eval(
ggml_free(ctx0);
return true;
}
}