Jeff Bolz
1bacb9f625
vulkan: further optimize mul_mat_vec using larger loads ( #10387 )
...
* vulkan: Use pipeline_robustness to disable robustness in mul_mat_vec.
Add some early returns for nonexistent rows in mul_mat_vec shaders. These
can only be hit when dispatching a 2D grid of workgroups. Fix the logic
for the 2D grid of workgroups to round up.
Enable the pipeline robustness extension if it's available, and use it to
disable robustness for these pipelines. The instructions to do the bounds
checking contend for the same ALU resources as the bit twiddling dequant
instructions.
* vulkan: Add GLSL structure aliases for quant types to allow larger loads
In Vulkan it's not possible to cast pointer types, so instead you have to
declare an aliased binding for the memory with a different type. This
commit adds aliases for the quant formats using 16b ints, and in a few
places where the struct size is a multiple of 4 also using 32b ints.
Currently only q4_k's aliases are used, but others will be used in
subsequent commits.
* vulkan: use larger loads in q5_k and q6_k shaders.
Similar to the optimization I did in q4_k recently, this vectorizes some loads
and reduces the number of bit twiddling instructions.
* vulkan: use larger K step per iteration in mul_mat_vec.
Add vec4 dequantization functions, and use them to do K=8 per iteration in
mul_mat_vec. This uses 16b loads for the quant values and 128b loads for B
which helps reduce the load on the memory system.
The K_PER_ITER==2 logic is still there, just for F16/F32, and really only
because they support unaligned sizes.
Tweak the num_iters/unrolling logic to be simpler and catch a couple missed
unrolling opportunities.
2024-11-20 08:11:00 +01:00
Neo Zhang Jianyu
ad21c9e1f1
update rel to 4040 ( #10395 )
...
Co-authored-by: arthw <14088817+arthw@users.noreply.github.com>
2024-11-20 13:54:25 +08:00
Anthony Van de Gejuchte
3952a221af
Fix missing file renames in Makefile due to changes in commit ae8de6d50a ( #10413 )
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2024-11-19 23:18:17 +01:00
haopeng
42ae10bbcd
add cmake rvv support ( #10411 )
2024-11-19 21:10:31 +01:00
Georgi Gerganov
9fe0fb0626
sync : ggml
2024-11-19 20:03:21 +02:00
Plamen Minev
611fabd792
metal : fox offset integer overflows in im2col (ggml/1015)
...
-- While running StableDiffusion.cpp locally with Metal some offsets overflow and results in incorrect calculations
2024-11-19 20:03:21 +02:00
PAB
12b0ad953a
metal : add GGML_UNARY_OP_ELU kernel (ggml/1018)
2024-11-19 20:03:21 +02:00
蕭澧邦
342397dc7e
cmake: force MSVC compiler charset to utf-8 ( #9989 )
2024-11-19 18:42:00 +01:00
bandoti
2a11b6b094
Add required ggml-base and backend libs to cmake pkg ( #10407 )
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2024-11-19 17:10:30 +01:00
Diego Devesa
3ee6382d48
cuda : fix CUDA_FLAGS not being applied ( #10403 )
2024-11-19 14:29:38 +01:00
Georgi Gerganov
8e752a777b
llama : add check for KV cache shifts ( #10401 )
...
ggml-ci
2024-11-19 13:29:26 +02:00
Shane A
a88ad007de
llama : add OLMo November 2024 support ( #10394 )
...
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* Add OLMo November 2024 constants
* Add OLMo November 2024 converter
* Add loading of OLMo November 2024 tensors and hyper parameters
* Add building of OLMo November 2024 model
2024-11-19 11:04:08 +02:00
Romain Biessy
2a1507c162
sycl : Add option to set the SYCL architecture for all targets ( #10266 )
...
* Add option to set the SYCL architecture for all targets
* Convert GGML_SYCL_HIP_TARGET to the more generic GGML_SYCL_ARCH option
* Document that setting GGML_SYCL_ARCH can improve the performance
2024-11-19 08:02:23 +00:00
Jeff Bolz
b3e585988f
vulkan: Optimize soft_max ( #10301 )
...
* vulkan: Optimize soft_max
Large soft_max could already saturate memory, but small/medium sizes were
pretty slow. The bulk of the gains for them comes from using a smaller
workgroup size, and making the workgroup size match the subgroup size also
makes the barriers much cheaper.
Cache some values in locals to avoid refetching/recomputing. And stamp
out a few "template instantiations" so smaller cases will fully unroll.
Add a missing early return for OOB rows. This happens when there are more
than 512 rows and the dispatch is 512 x H.
* vulkan: Further soft_max optimizations
Restore the workgroup size of 512 case, use it for >1024.
Use unrollable loops for more iteration counts.
2024-11-19 08:25:17 +01:00
Alberto Cabrera Pérez
557924f222
sycl: Revert MUL_MAT_OP support changes ( #10385 )
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2024-11-19 08:50:04 +08:00
Diego Devesa
d3481e6316
cuda : only use native when supported by cmake ( #10389 )
2024-11-18 18:43:40 +01:00
bandoti
531cb1c233
Skip searching root path for cross-compile builds ( #10383 )
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2024-11-18 16:23:58 +01:00
Jeff Bolz
f139d2ea61
vulkan: remove use of null initializer ( #10372 )
...
Seems like this isn't working for vulkan-over-metal when the array is sized
by a spec constant. Maybe a spirv-cross limitation?
2024-11-18 08:28:42 -06:00
Georgi Gerganov
2eb76b2a5e
flake.lock: Update ( #10346 )
...
Flake lock file updates:
• Updated input 'nixpkgs':
'github:NixOS/nixpkgs/4aa36568d413aca0ea84a1684d2d46f55dbabad7?narHash=sha256-Zwl8YgTVJTEum%2BL%2B0zVAWvXAGbWAuXHax3KzuejaDyo%3D' (2024-11-05)
→ 'github:NixOS/nixpkgs/5e4fbfb6b3de1aa2872b76d49fafc942626e2add?narHash=sha256-OZiZ3m8SCMfh3B6bfGC/Bm4x3qc1m2SVEAlkV6iY7Yg%3D' (2024-11-15)
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2024-11-18 06:08:20 -08:00
0cc4m
9b75f03cd2
Vulkan: Fix device info output format specifiers ( #10366 )
...
* Vulkan: Fix device info output format specifiers
* Vulkan: Use zu printf specifier for size_t instead of ld
2024-11-18 11:02:43 +01:00
Johannes Gäßler
75207b3a88
docker: use GGML_NATIVE=OFF ( #10368 )
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2024-11-18 00:21:53 +01:00
Johannes Gäßler
76e9e58b78
CUDA: fix MMV kernel being used for FP16 src1 ( #10357 )
2024-11-17 23:20:42 +01:00
Johannes Gäßler
ce2e59ba10
CMake: fix typo in comment [no ci] ( #10360 )
2024-11-17 12:59:38 +01:00
Diego Devesa
be5caccef9
llama : only use default buffer types for the KV cache ( #10358 )
2024-11-17 12:25:45 +01:00
Georgi Gerganov
20a780c7b6
gitignore : ignore local run scripts [no ci]
2024-11-17 13:12:22 +02:00
Georgi Gerganov
cf32a9b93a
metal : refactor kernel args into structs ( #10238 )
...
* metal : add kernel arg structs (wip)
* metal : fattn args
ggml-ci
* metal : cont + avoid potential int overflow [no ci]
* metal : mul mat struct (wip)
* cont : mul mat vec
* cont : pass by reference
* cont : args is first argument
* cont : use char ptr
* cont : shmem style
* cont : thread counters style
* cont : mul mm id
ggml-ci
* cont : int safety + register optimizations
ggml-ci
* metal : GGML_OP_CONCAT
ggml-ci
* metal : GGML_OP_ADD, GGML_OP_SUB, GGML_OP_MUL, GGML_OP_DIV
* metal : GGML_OP_REPEAT
* metal : GGML_OP_CPY
* metal : GGML_OP_RMS_NORM
* metal : GGML_OP_NORM
* metal : add TODOs for rest of ops
* ggml : add ggml-metal-impl.h
ggml-ci
2024-11-17 11:23:01 +02:00
FirstTimeEZ
a43178299c
ggml : fix undefined reference to 'getcpu' ( #10354 )
...
https://github.com/ggerganov/llama.cpp/issues/10352
2024-11-17 10:39:22 +02:00
Johannes Gäßler
c3ea58aca4
CUDA: remove DMMV, consolidate F16 mult mat vec ( #10318 )
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2024-11-17 09:09:55 +01:00
Johannes Gäßler
467576b6cc
CMake: default to -arch=native for CUDA build ( #10320 )
2024-11-17 09:06:34 +01:00
Diego Devesa
eda7e1d4f5
ggml : fix possible buffer use after free in sched reserve ( #9930 )
2024-11-17 08:31:17 +02:00
Georgi Gerganov
24203e9dd7
ggml : inttypes.h -> cinttypes ( #0 )
...
ggml-ci
2024-11-17 08:30:29 +02:00
Georgi Gerganov
5d9e59979c
ggml : adapt AMX to tensor->grad removal ( #0 )
...
ggml-ci
2024-11-17 08:30:29 +02:00
Georgi Gerganov
a4200cafad
make : add ggml-opt ( #0 )
...
ggml-ci
2024-11-17 08:30:29 +02:00
Georgi Gerganov
84274a10c3
tests : remove test-grad0
2024-11-17 08:30:29 +02:00
Georgi Gerganov
68fcb4759c
ggml : fix compile warnings ( #0 )
...
ggml-ci
2024-11-17 08:30:29 +02:00
Johannes Gäßler
8a43e940ab
ggml: new optimization interface (ggml/988)
2024-11-17 08:30:29 +02:00
Georgi Gerganov
5c9a8b22b1
scripts : update sync
2024-11-17 08:30:29 +02:00
FirstTimeEZ
0fff7fd798
docs : vulkan build instructions to use git bash mingw64 ( #10303 )
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Johannes Gäßler
4e54be0ec6
llama/ex: remove --logdir argument ( #10339 )
2024-11-16 23:00:41 +01:00
Georgi Gerganov
db4cfd5dbc
llamafile : fix include path ( #0 )
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ggml-ci
2024-11-16 20:36:26 +02:00
Georgi Gerganov
8ee0d09ae6
make : auto-determine dependencies ( #0 )
2024-11-16 20:36:26 +02:00
MaggotHATE
bcdb7a2386
server: (web UI) Add samplers sequence customization ( #10255 )
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* Samplers sequence: simplified and input field.
* Removed unused function
* Modify and use `settings-modal-short-input`
* rename "name" --> "label"
---------
Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
2024-11-16 14:26:54 +01:00
Georgi Gerganov
f245cc28d4
scripts : fix missing key in compare-llama-bench.py ( #10332 )
2024-11-16 10:32:50 +02:00
Jeff Bolz
772703c8ff
vulkan: Optimize some mat-vec mul quant shaders ( #10296 )
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Compute two result elements per workgroup (for Q{4,5}_{0,1}). This reuses
the B loads across the rows and also reuses some addressing calculations.
This required manually partially unrolling the loop, since the compiler
is less willing to unroll outer loops.
Add bounds-checking on the last iteration of the loop. I think this was at
least partly broken before.
Optimize the Q4_K shader to vectorize most loads and reduce the number of
bit twiddling instructions.
2024-11-16 07:26:57 +01:00
FirstTimeEZ
dd3a6ce9f8
vulkan : add cmake preset debug/release ( #10306 )
2024-11-16 02:59:33 +01:00
Dan Johansson
1e58ee1318
ggml : optimize Q4_0 into Q4_0_X_Y repack ( #10324 )
2024-11-16 01:53:37 +01:00
FirstTimeEZ
89e4caaaf0
llama : save number of parameters and the size in llama_model ( #10286 )
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fixes #10285
2024-11-16 01:42:13 +01:00
Srihari-mcw
74d73dc85c
Make updates to fix issues with clang-cl builds while using AVX512 flags ( #10314 )
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Johannes Gäßler
4047be74da
scripts: update compare-llama-bench.py ( #10319 )
2024-11-15 21:19:03 +01:00
slaren
883d206fbd
ggml : fix some build issues
2024-11-15 21:45:32 +02:00
