cebtenzzre
1c17010188
vulkan : fix missing break in matmul selection ( #9 )
2023-11-03 17:22:22 -04:00
Adam Treat
74ddf0f17d
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: https://github.com/nomic-ai/gpt4all/issues/1507
2023-11-03 17:22:22 -04:00
Adam Treat
8d9efbf97a
Lower the workgroup count for some shaders by providing a loop that processes
...
four floats at a time.
2023-11-03 17:22:22 -04:00
Adam Treat
752f7ebd61
Remove unused push constant that was giving validation errors.
2023-11-03 17:22:22 -04:00
Adam Treat
8400015337
Don't try an allocation on a heap that is smaller than the size we require.
2023-11-03 17:22:22 -04:00
cebtenzzre
cbc0d1af79
kompute : make scripts executable
2023-11-03 17:22:22 -04:00
cebtenzzre
21841d3163
kompute : enable kp_logger and make it static ( #8 )
2023-11-03 17:22:22 -04:00
Aaron Miller
cc05a602d6
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.
2023-11-03 17:22:22 -04:00
Aaron Miller
c1fd64548d
attempted speedups 2
2023-11-03 17:22:22 -04:00
Aaron Miller
9bc52ebae3
attempted speedups
2023-11-03 17:22:22 -04:00
Aaron Miller
8dc79ac380
clean up vulkan/cpu switch
2023-11-03 17:22:22 -04:00
Aaron Miller
cd0257ed0d
q4_1 mat*mat
2023-11-03 17:22:22 -04:00
Aaron Miller
4809890d80
rm commented dbg print
2023-11-03 17:22:22 -04:00
Aaron Miller
b78a94bc6d
q6k mm works
2023-11-03 17:22:22 -04:00
Aaron Miller
d5741c07a5
use op param epsilon for norms
2023-11-03 17:22:22 -04:00
Aaron Miller
3327d84a7f
perf: use bigger threadgroups in mm
2023-11-03 17:22:22 -04:00
Aaron Miller
46385ee0d5
misc vulkan cleanup
...
make pushconts consistent w/ dispatch, avoid a double free
2023-11-03 17:22:22 -04:00
Aaron Miller
f0cd38b9ad
add mat*mat ops
2023-11-03 17:22:22 -04:00
Adam Treat
09d83f0401
Delete TODO now that we have q8_0.
2023-11-03 17:22:22 -04:00
Aaron Miller
8564f79036
falcon h2d + reenable vulkan
2023-11-03 17:22:22 -04:00
Aaron Miller
020b1745a0
vulkan: implement neox mode for rope
2023-11-03 17:22:21 -04:00
Aaron Miller
ff4212d20f
q8 mat*vec
2023-11-03 17:22:21 -04:00
Aaron Miller
9db90cbe12
f16 mv broadcasting fix (gqa fix)
2023-11-03 17:22:21 -04:00
Cebtenzzre
3d850db767
kompute : remove Q6_K from list of supported quant types
2023-11-03 17:22:21 -04:00
Cebtenzzre
24a4a5956a
kompute : only try to use Vulkan for LLaMA itself
2023-11-03 17:22:21 -04:00
Adam Treat
bc4b5ed1cb
Fixes for subgroup size to bring AMD and NVIDIA inline with eachother for all kernels.
2023-11-03 17:22:21 -04:00
Adam Treat
de589ced7c
Change this back to be in agreement with metal and our previous softmax kernel.
2023-11-03 17:22:21 -04:00
Adam Treat
6ac39752bf
Fixup the upstream CMakelists.txt so we can build just llama.cpp with our branch.
2023-11-03 17:22:21 -04:00
Adam Treat
32289aa447
Fixes for norm.
2023-11-03 17:22:21 -04:00
Adam Treat
06d4b21598
Fix offset into the qh and now we have working vulkan accelerated for gguff'd llama.
2023-11-03 17:22:21 -04:00
Adam Treat
f1c9bc1821
Add q6_k getrows and mul*vec kernel.
2023-11-03 17:22:21 -04:00
Adam Treat
4b223ec432
Refactor getrows to use common code and get ready for q6_k.
2023-11-03 17:22:21 -04:00
Adam Treat
5509f74318
Minor cleanup.
2023-11-03 17:22:21 -04:00
Adam Treat
601905e75e
Move the subgroups and printf into common.
2023-11-03 17:22:21 -04:00
Adam Treat
93306f16d0
Consolidate code for mat x vec kernels and use subgroups more extensively.
2023-11-03 17:22:21 -04:00
Adam Treat
77135a3bf5
Add a common boilerplate code via include and elim copy pasta
2023-11-03 17:22:21 -04:00
Adam Treat
9e4f8b4acc
Upload immediately to device.
2023-11-03 17:22:21 -04:00
Cebtenzzre
6b6c73a9e3
kompute : don't fail build because of -Warray-bounds
...
There are some warnings in debug builds that are likely to be false
positives.
2023-11-03 17:22:21 -04:00
Adam Treat
1b1416d7b7
Support for gguf.
2023-11-03 17:22:20 -04:00
Adam Treat
2c24d67e7b
Don't crash on available devices if we can't even create an instance.
2023-10-05 13:39:18 -04:00
Adam Treat
addac25293
Set the singleton to nullptr here.
2023-10-05 13:39:18 -04:00
Adam Treat
68aca6be08
Only use vulkan with known quant that work.
2023-10-05 13:39:18 -04:00
Adam Treat
4ed25b2f88
Sync from device back to host at begin of new prompt.
2023-10-05 13:39:18 -04:00
Adam Treat
bd5f6399bb
Don't try and install kompute artifacts.
2023-10-05 13:39:18 -04:00
Aaron Miller
8bea719879
vulkan: disambiguate gpus with the same name
2023-10-05 13:39:18 -04:00
Adam Treat
68cf1df6fb
Throw an exception when allocation fails for vulkan.
2023-10-05 13:39:18 -04:00
Aaron Miller
beee57266f
Make kompute actually include external SDK headers when requested
2023-10-05 13:39:18 -04:00
Adam Treat
b7e2e691d4
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.
2023-10-05 13:39:18 -04:00
Adam Treat
45c8778b49
Switch to a dynamic dispatch table instead of linking hard against libvulkan.
2023-10-05 13:39:18 -04:00
Aaron Miller
8563fa001f
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)
```
2023-10-05 13:39:18 -04:00
