Commit Graph

300 Commits

Author SHA1 Message Date
Georgi Gerganov
94accca4c2
vec move mask to shmem 2024-11-07 20:58:10 +02:00
Georgi Gerganov
3b9625032c
f16 vec 2024-11-07 20:34:43 +02:00
Georgi Gerganov
8f0ef15265
clean-up 2024-11-07 20:02:31 +02:00
Georgi Gerganov
022e5e90e9
remove compile flag 2024-11-07 19:18:31 +02:00
Georgi Gerganov
a6c8dbfa5d
wip 2024-11-07 18:20:25 +02:00
Georgi Gerganov
4abeb60a1a
int64 dst 2024-11-07 17:17:29 +02:00
Georgi Gerganov
3ab47eb746
float -> half regs 2024-11-07 17:06:34 +02:00
Georgi Gerganov
e121d82f6a
64-bit -> 32-bit 2024-11-07 17:00:06 +02:00
Georgi Gerganov
a75cdcca60
remove inner if mask 2024-11-07 16:40:29 +02:00
Georgi Gerganov
61d05b57d9
remove ms array 2024-11-07 13:35:33 +02:00
Georgi Gerganov
984928109c
move mask to shared mem 2024-11-07 13:12:10 +02:00
Georgi Gerganov
2aedbb354e
wip 5 2024-11-07 12:32:59 +02:00
Georgi Gerganov
dc2a27f2a2
wip 4 2024-11-07 10:15:00 +02:00
Georgi Gerganov
9bd5ae09ae
wip 3 2024-11-06 22:52:33 +02:00
Georgi Gerganov
2335086fd3
wip2 2024-11-06 22:04:07 +02:00
Georgi Gerganov
01c7f11224
wip 2024-11-06 21:06:56 +02:00
Georgi Gerganov
0f7e8f389d
metal : add GGML_METAL_FORCE_FATTN_PREC_F16
ggml-ci
2024-11-06 19:57:13 +02:00
Georgi Gerganov
eefc132bb7
metal : use F16 precision in FA kernel 2024-11-06 19:56:36 +02:00
Georgi Gerganov
22a9311a1a
ggml : add ggml_flash_attn_ext_get_prec 2024-11-06 19:56:21 +02:00
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
a6744e43e8
llama : add simple-chat example (#10124)
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* llama : add simple-chat example

---------

Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com>
2024-11-01 23:50:59 +01:00
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
Georgi Gerganov
1804adb0cf
ggml : remove ggml_scratch (#10121)
ggml-ci
2024-11-01 12:58:45 +02:00
Georgi Gerganov
f221d56220
ggml : alloc ggml_contexts on the heap (whisper/2525) 2024-11-01 10:24:50 +02:00
Zhenwei Jin
e597e50794
build: fix build error in Windows env with OneAPI setup (#10107) 2024-11-01 11:09:59 +08:00
Diego Devesa
c02e5ab2a6
llama : fix buffer checks for mamba and rwk (#10111)
* llama : fix buffer checks for mamba and rwk

* llama : fix missing worst case flag during reserve

* cuda : fix supports_op for norm

* disable sched SET_CAUSE
2024-10-31 22:54:23 +01:00
Diego Devesa
dea5e86051
ggml : check tensor name lengths in gguf files (#10100) 2024-10-31 11:40:59 +01:00
Sergio López
1329c0a75e
kompute: add mul_mat_q4_k shader (#10097)
This is a more or less direct translation from the Metal implementation
to GLSL.

Signed-off-by: Sergio Lopez <slp@redhat.com>
2024-10-31 11:09:52 +02:00
Sergio López
61408e7fad
kompute: add backend registry / device interfaces (#10045)
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Get in line with the other backends by supporting the newer
backend/device registry interfaces.

Signed-off-by: Sergio Lopez <slp@redhat.com>
2024-10-30 17:01:52 +01:00
Diego Devesa
b9e02e8184
ggml : fix memory leaks when loading invalid gguf files (#10094)
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* ggml : fix gguf string leak when reading kv pairs fails

* ggml : avoid crashing with GGML_ABORT when the KV has an invalid type

* ggml : avoid crashing on failed memory allocations when loading a gguf file
2024-10-30 14:51:21 +01:00
xctan
fc83a9e584
ggml : add Q4_0_8_8 RISC-V GEMV and GEMM kernels (#10029)
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* ggml : RISC-V vector gemv for q4_0_8x8

* ggml : Added WIP rvv q4_0_8x8 gemm

* ggml : Added initial implementation of rvv gemm

* ggml : optimize gemm to avoid register spillover

* ggml : Fix GCC rvv load alignment issue

* ggml : Format gemm rvv code

* ggml : Fix a typo in RVV q4_0_8_8 GEMM
2024-10-30 09:00:40 +02:00
Diego Devesa
c5b0f4b5d9
llama : refactor model loader with backend registry (#10026) 2024-10-30 02:01:23 +01:00
Changyeon Kim
8f275a7c45
ggml: Add POOL2D OP for GPU acceleration to the Vulkan backend in the MobileVLM model. (#9763)
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* ggml: Add POOL2D OP for GPU ACC to the Vulkan.

- The MobileVLM model now supports inference acceleration through GPU by utilizing the Vulkan backend.
- A GGML_OP_POOL_2D shader has been added. (Pooling)
- The encoding performance of the CLIP model improved from 2.8s on the CPU to 0.7s on the GPU.

Signed-off-by: Changyeon Kim <cyzero.kim@samsung.com>

* [fix] Correct the incorrect order of the parameters.

fix casting to int.

Signed-off-by: Changyeon Kim <cyzero.kim@samsung.com>

---------

Signed-off-by: Changyeon Kim <cyzero.kim@samsung.com>
2024-10-29 09:52:56 +01:00