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175 Commits

Author SHA1 Message Date
Aaron Teo
1cacdd9a36 ggml-cpu: fix macro declaration 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 19:08:48 +08:00
Aaron Teo
48df977079 Revert "ggml-cpu: move s390x typedef to own header file" 
This reverts commit 157f856c34.

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 19:03:09 +08:00
Aaron Teo
157f856c34 ggml-cpu: move s390x typedef to own header file 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 19:00:20 +08:00
Aaron Teo
4ad6efa37b ggml-cpu: diagnose why __NNPA__ macro is not being defined 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 18:33:08 +08:00
Aaron Teo
8ef51b9055 ggml-cpu: bring back fp32->fp16 store nnpa 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 17:49:36 +08:00
Aaron Teo
987d1690e4 ggml-cpu: clarified vector naming 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 17:39:35 +08:00
Aaron Teo
4621a23c14 ggml-cpu: add 4 element loops for fp32->fp16 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 17:32:20 +08:00
Aaron Teo
373fa28e4c ggml-cpu: change to typedef vector types 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 17:26:20 +08:00
Aaron Teo
7413dabc8c ggml-cpu: fix compiler types 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 17:23:18 +08:00
Aaron Teo
e12e9fe704 ggml-cpu: reattempt fp32->fp16 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 17:20:20 +08:00
Aaron Teo
54811fc128 ggml-cpu: fix typo 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 17:13:57 +08:00
Aaron Teo
433d587426 ggml-cpu: reattempt fp32->fp16 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 17:12:22 +08:00
Aaron Teo
946c78ebde ggml-cpu: switch to elif macro 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 17:06:18 +08:00
Aaron Teo
27131e5f34 ggml-cpu: disable fp32->fp16 nnpa conversions for now 
there are some conversion failures in nnpa that requires the eyes of an
ibm stsm. will create a separate pr to introduce the fp32->fp16 change.

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 16:58:43 +08:00
Aaron Teo
4f017d718a ggml-cpu: test fix for conversion failure 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 16:55:16 +08:00
Aaron Teo
5424d9e757 ggml-cpu: add breakpoint for debugging 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 16:51:05 +08:00
Aaron Teo
bb9345ca8a ggml-cpu: activate nnpa for ggml_cpu_fp32_to_fp16 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 16:50:05 +08:00
Aaron Teo
e0f8fb930b ggml-cpu: clarify variable naming 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 16:43:41 +08:00
Aaron Teo
27b4c3f338 ggml-cpu: remove noop, general code cleanup 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 16:41:39 +08:00
Aaron Teo
8312adc980 ggml-cpu: rework noop 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 16:24:32 +08:00
Aaron Teo
6d507bbeb0 ggml-cpu: switch to vec_xst for 4 element loops also 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 16:23:23 +08:00
Aaron Teo
f9f6c7e897 ggml-cpu: nnpa switch to vec_xst test 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 16:16:35 +08:00
Aaron Teo
6a25fd8531 ggml-cpu: nnpa activate ggml_cpu_fp16_to_fp32 for 8 elements 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 16:10:44 +08:00
Aaron Teo
ebc1d19f62 ggml-cpu: activate nnpa for ggml_cpu_fp16_to_fp32 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 16:01:55 +08:00
Aaron Teo
9330454cb8 ggml-cpu: remove sigint from fp16 store 
for some reason, the function is not getting a hit when debugged with
    gdb. we will need to investigate further

Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 15:06:31 +08:00
Aaron Teo
575ea9f6c6 ggml-cpu: fp16 load ensured to hit 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 15:00:46 +08:00
Aaron Teo
8f3a5af6c0 ggml-cpu: ensure fp16 and fp32 load and stores are called 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 14:57:25 +08:00
Aaron Teo
94f10ca189 ggml-cpu: fix float placeholder 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 14:53:15 +08:00
Aaron Teo
d9cc63a94a ggml-cpu: fix print vs printf 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 14:51:38 +08:00
Aaron Teo
48b820d05f ggml-cpu: add debugging prints to see if dlf16 is correct 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-21 14:50:33 +08:00
Aaron Teo
ffe296457e ggml-cpu: better variable names 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
(cherry picked from commit 2f58bbcbb8)
 2025-06-21 14:47:46 +08:00
Aaron Teo
ebf9f34a38 ggml-cpu: add fp32->fp16 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
(cherry picked from commit 0ff0d65162)
 2025-06-21 14:47:23 +08:00
Aaron Teo
45a4cf651c ggml-cpu: add fp16->fp32 nnpa first 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
(cherry picked from commit 8d4a7987f9)
 2025-06-21 14:47:12 +08:00
Aaron Teo
5801806f70 ggml-cpu: add nnpa compile flag 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
(cherry picked from commit 4a9f60c201)
 2025-06-21 14:46:41 +08:00
Acly
b7147673f2 Add ggml_roll (ggml/1274) 
* ggml : add ggml_roll

* use set/get_op_params & std::min
 2025-06-20 21:02:47 +03:00
Christian Kastner
6369be0735 Implement GGML_CPU_ALL_VARIANTS for PowerPC (#14286) 
* Add PowerPC feature detection and scoring

* ggml-cpu: Implement GGML_CPU_ALL_VARIANTS for PowerPC

* ggml-cpu: Delay some initializations until function is called

When using GGML_BACKEND_DL=ON, these initializations might use
instructions that are not supported by the current CPU.

---------

Co-authored-by: Diego Devesa <slarengh@gmail.com>
 2025-06-20 14:17:32 +02:00
Georgi Gerganov
d27b3ca175 ggml : fix repack work size for mul_mat_id (#14292) 
ggml-ci
 2025-06-20 11:19:15 +03:00
Charles Xu
9230dbe2c7 ggml: Update KleidiAI to v1.9.0 (#14277) 2025-06-20 10:51:01 +03:00
Diego Devesa
8f71d0f3e8 ggml-cpu : remove unnecesary arm feature detection (#14281) 
Support for Arm runtime feature detection has now been added to GGML_CPU_ALL_VARIANTS. This removes the old and not very functional code.
 2025-06-19 21:24:14 +02:00
Aaron Teo
faed5a5f5d llamafile : support s390x SIMD instruction set (#14273) 2025-06-19 11:48:54 +02:00
Aaron Teo
50d2227953 ggml-cpu: reduce asm calls for hsum (#14037) 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-18 18:10:08 +01:00
Aaron Teo
6231c5cd6d ggml-cpu: fix uncaught underscore terminators (#14023) 
Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
 2025-06-18 18:06:49 +01:00
Charles Xu
ef035803eb ggml: Add Apple support for GGML_CPU_ALL_VARIANTS (#14258) 2025-06-18 12:40:07 +01:00
xctan
860a9e4eef ggml-cpu : remove the weak alias trick (#14221) 2025-06-17 12:58:32 +03:00
Diego Devesa
6adc3c3ebc llama : add thread safety test (#14035) 
* llama : add thread safety test

* llamafile : remove global state

* llama : better LLAMA_SPLIT_MODE_NONE logic

when main_gpu < 0 GPU devices are not used

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2025-06-16 08:11:43 -07:00
Charles Xu
3ba0d843c6 ggml: Add Android support for GGML_CPU_ALL_VARIANTS (#14206) 2025-06-16 11:47:57 +02:00
xctan
3555b3004b ggml-cpu : rework weak alias on apple targets (#14146) 
* ggml-cpu : rework weak alias on apple targets

* fix powerpc detection

* fix ppc detection

* fix powerpc detection on darwin
 2025-06-16 13:54:15 +08:00
Christian Kastner
532802f938 Implement GGML_CPU_ALL_VARIANTS for ARM (#14080) 
* ggml-cpu: Factor out feature detection build from x86

* ggml-cpu: Add ARM feature detection and scoring

This is analogous to cpu-feats-x86.cpp. However, to detect compile-time
activation of features, we rely on GGML_USE_<FEAT> which need to be set
in cmake, instead of GGML_<FEAT> that users would set for x86.

This is because on ARM, users specify features with GGML_CPU_ARM_ARCH,
rather than with individual flags.

* ggml-cpu: Implement GGML_CPU_ALL_VARIANTS for ARM

Like x86, however to pass around arch flags within cmake, we use
GGML_INTERNAL_<FEAT> as we don't have GGML_<FEAT>.

Some features are optional, so we may need to build multiple backends
per arch version (armv8.2_1, armv8.2_2, ...), and let the scoring
function sort out which one can be used.

* ggml-cpu: Limit ARM GGML_CPU_ALL_VARIANTS to Linux for now

The other platforms will need their own specific variants.

This also fixes the bug that the the variant-building branch was always
being executed as the else-branch of GGML_NATIVE=OFF. The branch is
moved to an elseif-branch which restores the previous behavior.
 2025-06-11 21:07:44 +02:00
Georgi Gerganov
b7ce1ad1e3 ggml : fix weak alias win32 (whisper/0) 
ggml-ci
 2025-06-10 18:39:33 +03:00
xctan
f470bc36be ggml-cpu : split arch-specific implementations (#13892) 
* move ggml-cpu-aarch64 to repack

* split quantize_row_q8_0/1

* split helper functions

* split ggml_vec_dot_q4_0_q8_0

* split ggml_vec_dot_q4_1_q8_1

* split ggml_vec_dot_q5_0_q8_0

* split ggml_vec_dot_q5_1_q8_1

* split ggml_vec_dot_q8_0_q8_0

* split ggml_vec_dot_tq1_0_q8_K

* split ggml_vec_dot_tq2_0_q8_K

* split ggml_vec_dot_q2_K_q8_K

* split ggml_vec_dot_q3_K_q8_K

* split ggml_vec_dot_q4_K_q8_K

* split ggml_vec_dot_q5_K_q8_K

* split ggml_vec_dot_q6_K_q8_K

* split ggml_vec_dot_iq2_xxs_q8_K

* split ggml_vec_dot_iq2_xs_q8_K

* split ggml_vec_dot_iq2_s_q8_K

* split ggml_vec_dot_iq3_xxs_q8_K

* split ggml_vec_dot_iq3_s_q8_K

* split ggml_vec_dot_iq1_s_q8_K

* split ggml_vec_dot_iq1_m_q8_K

* split ggml_vec_dot_iq4_nl_q8_0

* split ggml_vec_dot_iq4_xs_q8_K

* fix typos

* fix missing prototypes

* rename ggml-cpu-quants.c

* rename ggml-cpu-traits

* rename arm folder

* move cpu-feats-x86.cpp

* rename ggml-cpu-hbm

* update arm detection macro in quants.c

* move iq quant tables

* split ggml_quantize_mat_q8_0/K

* split ggml_gemv_*

* split ggml_gemm_*

* rename namespace aarch64 to repack

* use weak aliases to replace test macros

* rename GGML_CPU_AARCH64 to GGML_CPU_REPACK

* rename more aarch64 to repack

* clean up rebase leftover

* fix compilation errors

* remove trailing spaces

* try to fix clang compilation errors

* try to fix clang compilation errors again

* try to fix clang compilation errors, 3rd attempt

* try to fix clang compilation errors, 4th attempt

* try to fix clang compilation errors, 5th attempt

* try to fix clang compilation errors, 6th attempt

* try to fix clang compilation errors, 7th attempt

* try to fix clang compilation errors, 8th attempt

* try to fix clang compilation errors, 9th attempt

* more cleanup

* fix compilation errors

* fix apple targets

* fix a typo in arm version of ggml_vec_dot_q4_K_q8_K

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2025-06-09 16:47:13 +02:00