slaren
125c23575b
Merge remote-tracking branch 'origin/master' into sl/dl-backend
2024-11-13 19:09:30 +01:00
R0CKSTAR
4a80bb95e7
ggml: build musa backend library (cmake) ( #10280 )
...
Signed-off-by: Xiaodong Ye <xiaodong.ye@mthreads.com>
2024-11-13 19:07:24 +01:00
Georgi Gerganov
42eb364db5
metal : fix build and swift package ( #10279 )
...
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ggml-ci
2024-11-13 15:57:24 +02:00
Alberto Cabrera Pérez
2e82ffa4af
sycl : Fixes to broken builds and test-backend-ops ( #10257 )
...
* Fixes broken build for the SYCL CUDA backend caused by non-explicit gemm call in outprod (merged in with RWKV6 in
Optimize RWKV6 Operator Naming and Implement Multi-core CPU/ SYCL Acceleration #10133 )
* Marks permuted MUL_MAT as unsupported to be able to run test-backend-ops
* Fixes asserts in norm to fix debug builds.
2024-11-13 09:40:57 +00:00
Jeff Bolz
80dd7ff22f
vulkan: Optimize contiguous copies ( #10254 )
...
* tests: Fix memory bandwidth calculation for perf tests
Add a flops calculation for flash attention.
Add one GGML_OP_CPY perf test.
* vulkan: Optimize contiguous copies
Add a variant of the copy shader for when the tensors are contiguous. Avoid
the complex addressing calculations, and do four elements per invocation
to hide some other overhead.
Apply similar changes to the scale shader, since scale is always contiguous.
Add a "progress bar" for shader compiles.
2024-11-13 07:58:57 +01:00
slaren
307ef9a588
update Makefile
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2024-11-12 23:07:50 +01:00
slaren
dddf3771c2
use reference quantization fns in AMX until moved to CPU backend
...
ggml-ci
2024-11-12 22:06:00 +01:00
slaren
5cfaecd34c
remove remaining GGML_EXTRA_* and GGML_CDEF_* uses
...
ggml-ci
2024-11-12 21:39:00 +01:00
slaren
c8da7d0f70
add hip
2024-11-12 20:52:46 +01:00
slaren
710822f32e
add amx, cann, sycl
2024-11-12 19:40:25 +01:00
slaren
646e91a642
add vulkan and kompute
2024-11-12 18:44:18 +01:00
slaren
efdd713023
more build fixes
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2024-11-12 13:56:28 +01:00
slaren
ab26fb9005
build fixes
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2024-11-12 02:32:22 +01:00
slaren
bf79cb3972
add rpc backend
2024-11-11 23:55:27 +01:00
slaren
8768c7c45a
fix tests and examples
2024-11-11 23:44:27 +01:00
slaren
4428593487
Merge remote-tracking branch 'origin/master' into sl/dl-backend
2024-11-11 23:20:55 +01:00
slaren
a30f0b2c23
ggml : build backends as libraries
flake8 Lint / Lint (push) Waiting to run
2024-11-11 21:18:27 +01:00
Jeff Bolz
54ef9cfc72
vulkan: Throttle the number of shader compiles during the build step. ( #10222 )
...
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Fixes #9582
Spawning too many concurrent copies of glslc leads to "Failed to create pipes"
errors on Linux. This change applies the same throttling we use for
multithreaded pipeline creation.
2024-11-11 18:13:51 +01:00
Georgi Gerganov
b0cefea58a
metal : more precise Q*K in FA vec kernel ( #10247 )
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2024-11-11 08:39:13 +02:00
Jeff Bolz
160687b3ed
vulkan: Fix newly added tests for permuted mul_mat and 1D im2col ( #10226 )
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2024-11-10 12:37:56 +01:00
Georgi Gerganov
6423c65aa8
metal : reorder write loop in mul mat kernel + style ( #10231 )
...
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* metal : reorder write loop
* metal : int -> short, style
ggml-ci
2024-11-09 11:53:13 +02:00
Georgi Gerganov
39a334a9aa
metal : fix build and some more comments ( #10229 )
2024-11-09 11:53:02 +02:00
Georgi Gerganov
bb38cdd8ba
metal : fix F32 accumulation in FA vec kernel ( #10232 )
2024-11-09 11:52:45 +02:00
Georgi Gerganov
46323fa9ef
metal : hide debug messages from normal log
2024-11-09 11:21:49 +02:00
SXX
5b359bb1e3
ggml: fix zero division in ‘dne’ calculation in CUDA COUNT_EQUAL operator when ‘ne’ is small ( #10213 )
2024-11-09 08:35:46 +01:00
amritahs-ibm
e89213492d
ggml : optimize llamafile cpu matrix multiplication for ppc64le ( #10156 )
...
This change upstreams llamafile's cpu matrix
multiplication kernels for ppc64le using MMA
builtins for FP32 datatype.
This change results in a consistent 90%
improvement in input processing time, and 20%
to 80% improvement in output processing time,
across various batch sizes.
The patch is tested with Meta-Lllama-3-8B,
Mistral-7B, Llama-2-7B-chat-hf models on a
IBM POWER10 machine.
Signed-off-by: Amrita H S <amritahs@linux.vnet.ibm.com>
2024-11-09 09:17:50 +02:00
Georgi Gerganov
ec450d3bbf
metal : opt-in compile flag for BF16 ( #10218 )
...
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* metal : opt-in compile flag for BF16
ggml-ci
* ci : use BF16
ggml-ci
* swift : switch back to v12
* metal : has_float -> use_float
ggml-ci
* metal : fix BF16 check in MSL
ggml-ci
2024-11-08 21:59:46 +02:00
Georgi Gerganov
695ad752b2
metal : improve clarity (minor) ( #10171 )
2024-11-08 18:37:41 +02:00
Georgi Gerganov
841f27abdb
metal : optimize FA kernels ( #10171 )
...
* ggml : add ggml_flash_attn_ext_get_prec
* metal : use F16 precision in FA kernels
ggml-ci
* metal : minor clean-up
* metal : compile-guard bf16 FA kernels
ggml-ci
* build : remove obsolete compile flag [no ci]
* metal : prevent int overflows [no ci]
* cuda : disable BF16 FA
ggml-ci
* metal : fix BF16 requirement for FA kernels
ggml-ci
* make : clean-up [no ci]
2024-11-08 13:47:22 +02:00
snadampal
2319126a70
fix q4_0_8_8 format for corrupted tokens issue ( #10198 )
...
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Co-authored-by: EC2 Default User <ec2-user@ip-172-31-62-167.us-west-2.compute.internal>
2024-11-07 09:02:08 +01:00
Zhiyuan Li
3bcd40b3c5
Optimize RWKV6 Operator Naming and Implement Multi-core CPU/ SYCL Acceleration ( #10133 )
...
* rwkv6: rename to wkv6
* rwkv6: support avx2 avx512 armv8 armv9
* rwkv6: update cuda file name
* rwkv6: rename params
* wkv on sycl
* sycl: add some ops
* sycl: Enhance OP support judgment
* wkv6: drop armv9 and tranfer to GGML style
ggml-ci
* sync : ggml
* update the function to use appropriate types
* fix define error
* Update ggml/src/ggml-cpu.c
* add appropriate asserts
* move element-wise functions outside
* put the declaration outside the loop
* rewrite to be more inline with the common pattern for distributing threads
* use recommended way GGML_TENSOR_LOCALS
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: Diego Devesa <slarengh@gmail.com>
Co-authored-by: Plamen Minev <pacominev@gmail.com>
Co-authored-by: Yuri Khrustalev <ykhrustalev@users.noreply.github.com>
Co-authored-by: Meng, Hengyu <airdldl@163.com>
2024-11-07 15:19:10 +08:00
Georgi Gerganov
5c333e0140
metal : add BF16 support ( #8439 )
...
* ggml : add initial BF16 support
ggml-ci
* metal : add mul_mat_id BF16 support
ggml-ci
* metal : check for bfloat support on the Metal device
ggml-ci
* metal : better var names [no ci]
* metal : do not build bfloat kernels when not supported
ggml-ci
* metal : try to fix BF16 support check
ggml-ci
* metal : this should correctly check bfloat support
2024-11-06 19:53:51 +02:00
Diego Devesa
94d8cb8be1
metal : fix from ptr buffer name ( #10189 )
2024-11-06 12:10:07 +01:00
Georgi Gerganov
1dc04b2dee
ggml : adjust is_first_call init value ( #10193 )
...
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ggml-ci
2024-11-06 11:20:10 +02:00
Georgi Gerganov
a1eaf6a960
metal : add quantized FA support ( #10149 )
...
* metal : add quantized FA (vec) support
ggml-ci
* metal : add quantized FA (non-vec) support
* metal : fix support check
ggml-ci
* metal : clean-up
* metal : clean-up (cont)
* metal : fix shared memory calc + reduce smem + comments
* metal : float-correctness
* metal : minor [no ci]
2024-11-06 10:24:23 +02:00
Diego Devesa
a9e8a9a030
ggml : fix arch check in bf16_to_fp32 ( #10164 )
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2024-11-04 23:17:01 +01:00
Eve
3407364776
Q6_K AVX improvements ( #10118 )
...
* q6_k instruction reordering attempt
* better subtract method
* should be theoretically faster
small improvement with shuffle lut, likely because all loads are already done at that stage
* optimize bit fiddling
* handle -32 offset separately. bsums exists for a reason!
* use shift
* Update ggml-quants.c
* have to update ci macos version to 13 as 12 doesnt work now. 13 is still x86
2024-11-04 23:06:31 +01:00
Diego Devesa
d5a409e57f
ggml : fix gelu tables initialization ( #10172 )
2024-11-04 20:06:58 +01:00
Diego Devesa
401558b7ba
ggml : fix q4xx mat mul, increase ggml_aligned_malloc alignment ( #10167 )
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2024-11-04 17:34:08 +01:00
snadampal
6a066b9978
fix build break on arm64 linux ( #10166 )
...
This fixes the build break from the recent changes
to move the CPU backend to separate files
https://github.com/ggerganov/llama.cpp/pull/10144
2024-11-04 16:08:33 +01:00
Diego Devesa
ea02c753eb
cuda : clear error after changing peer access ( #10153 )
2024-11-04 13:10:23 +01:00
Georgi Gerganov
05697f670b
metal : simplify f16 and f32 dequant kernels ( #0 )
2024-11-04 13:49:34 +02:00
Georgi Gerganov
f8e58135cf
metal : move dequantize templates to beginning of MSL source ( #0 )
2024-11-04 13:44:06 +02:00
leo-pony
329ed914c9
CANN: adjust backend registry refactor. ( #10158 )
...
remove buffer->iface.get_name that used in cann as it was removed in backend registry refactor PR.
2024-11-04 19:08:22 +08:00
Yuri Khrustalev
284e5b0275
cmake : make it possible linking ggml as external lib (ggml/1003)
2024-11-04 10:33:11 +02:00
Plamen Minev
e2292aaa17
metal : fix minor string leaks (ggml/1004)
2024-11-04 10:33:10 +02:00
Diego Devesa
9f40989351
ggml : move CPU backend to a separate file ( #10144 )
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2024-11-03 19:34:08 +01:00
Georgi Gerganov
08828a6d7d
metal : minor fixup in FA kernel ( #10143 )
...
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* metal : minor fixup in FA kernel
ggml-ci
* metal : use the unrolled loop variable
* metal : remove unused var
2024-11-03 15:18:40 +02:00
Diego Devesa
e991e3127f
llama : use smart pointers for ggml resources ( #10117 )
2024-11-01 23:48:26 +01:00
Shupei Fan
418f5eef26
vulkan : improve ggml_vk_create_buffer error handling ( #9898 )
2024-11-01 19:33:14 +01:00
