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Nomic Vulkan backend #4456
Nomic Vulkan backend #4456
Commits on Oct 5, 2023
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Nomic vulkan backend licensed under the Software for Open Models Lice…
…nse (SOM), version 1.0.
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remove dynamic deps from kompute build
should no longer have new external deps other than libvulkan ``` ubuntu@ip-172-31-1-24:~/repo/gpt4all/gpt4all-backend/build$ ldd ./libllamamodel-mainline-avxonly.so linux-vdso.so.1 (0x00007ffcb53bb000) libvulkan.so.1 => /lib/x86_64-linux-gnu/libvulkan.so.1 (0x00007f239dab5000) libstdc++.so.6 => /lib/x86_64-linux-gnu/libstdc++.so.6 (0x00007f239d800000) libm.so.6 => /lib/x86_64-linux-gnu/libm.so.6 (0x00007f239d719000) libgcc_s.so.1 => /lib/x86_64-linux-gnu/libgcc_s.so.1 (0x00007f239da95000) libc.so.6 => /lib/x86_64-linux-gnu/libc.so.6 (0x00007f239d400000) /lib64/ld-linux-x86-64.so.2 (0x00007f239dd1d000) ```
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Completely revamp how we do object management with the vulkan backend…
… and stop using so many static objects so we can tear down and bring up vulkan on new devices in the same runtime.
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Commits on Nov 3, 2023
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kompute : don't fail build because of -Warray-bounds
There are some warnings in debug builds that are likely to be false positives.
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Fixes for subgroup size to bring AMD and NVIDIA inline with eachother…
… for all kernels.
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make pushconts consistent w/ dispatch, avoid a double free
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use mat*vec shaders for mat*mat
I wrote the mat*mat shaders from scratch so I understand them better but they are currently not faster than just multiply-invoking the mat*vec shaders, by a significant degree - so, except for f32 which needed a new shader, revert to the m*v ones here.
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Lower the workgroup count for some shaders by providing a loop that p…
…rocesses four floats at a time.
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Fix synchronization problem for AMD Radeon with amdvlk driver or windows
drivers. Does not have any performance or fidelity effect on other gpu/driver combos I've tested. FIXES: nomic-ai/gpt4all#1507
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Scale the workgroup count down to allow correct generation for falcon…
… with AMD radeon cards with lower workgroup count limit Partially fixes #1581
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Commits on Nov 8, 2023
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fix build with external fmtlib (v10)
Co-authored-by: ToKiNoBug <tokinobug@163.com>
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Commits on Nov 23, 2023
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vulkan : implement YaRN RoPE scaling (#2268)
The NeoX cur_rot part is different because I'm pretty sure my original implementation was wrong.
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Commits on Dec 13, 2023
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Commits on Dec 14, 2023
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Commits on Dec 15, 2023
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Commits on Jan 8, 2024
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kompute : fix -Wunused-private-field warnings from clang
Fixes nomic-ai/gpt4all#1722 (cherry picked from commit 3cd9532)
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Commits on Jan 10, 2024
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Merge branch 'master' of https://github.com/ggerganov/llama.cpp into …
…ceb/nomic-vulkan
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kompute : ignore exceptions in ggml_vk_available_devices (#12)
Signed-off-by: Jared Van Bortel <jared@nomic.ai>
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never try to evaluate an empty command buffer
This fixes the immediate crashes with test-backend-ops - when evaluatating individual no-ops like OP_VIEW, it tries to submit an empty command buffer, which crashes RADV and hangs AMDVLK.
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Merge branch 'master' of https://github.com/ggerganov/llama.cpp into …
…ceb/nomic-vulkan
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ggml-kompute.h : remove anything that doesn't need to be public
The remaining functions are either used by llama.cpp or GPT4All.
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Commits on Jan 27, 2024
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3
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Commits on Jan 29, 2024
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Merge branch 'master' of https://github.com/ggerganov/llama.cpp into …
…ceb/nomic-vulkan
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vulkan : correctly fix use-after-free in ggml_vk_current_device
The previous attempt actually broke GPU inference with the 'main' example, which was previously working. deviceName is a vk::ArrayWrapper1D. Be careful when we convert it to a std::string, so we don't get null bytes at the end.
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