Commit Graph

73 Commits

Author SHA1 Message Date
Georgi Gerganov
f38c057503 metal : optimize ggml_mul_mat_id (faster Mixtral PP) (llama/4725)
* ggml : disable fast-math for Metal (cmake build only)

ggml-ci

* metal : fix Metal API debug warnings

* cmake : add -fno-inline for Metal build (llama/4545)

* metal : fix API debug warnings

* metal : fix compile warnings

* metal : use uint64_t for strides

* cmake : rename option to LLAMA_METAL_SHADER_DEBUG

* metal : fix mat-vec Q8_0 kernel for BS > 1

* metal : normalize mat-vec kernel signatures

* cmake : respect LLAMA_QKK_64 option

* metal : fix mat-vec Q4_K kernel for QK_K == 64

* metal : optimizing ggml_mul_mat_id (wip)

* metal : minor fix

* metal : opt mul_mm_id
2024-01-03 14:43:51 +02:00
Georgi Gerganov
1e5544b39b metal : enable shader debugging (cmake option) (llama/4705)
* ggml : disable fast-math for Metal (cmake build only)

ggml-ci

* metal : fix Metal API debug warnings

* cmake : add -fno-inline for Metal build (llama/4545)

* metal : fix API debug warnings

* metal : fix compile warnings

* metal : use uint64_t for strides

* cmake : rename option to LLAMA_METAL_SHADER_DEBUG

* metal : fix mat-vec Q8_0 kernel for BS > 1

* metal : normalize mat-vec kernel signatures

* cmake : respect LLAMA_QKK_64 option

* metal : fix mat-vec Q4_K kernel for QK_K == 64

ggml-ci
2024-01-03 14:43:51 +02:00
Georgi Gerganov
3a5302108d
sync : ggml (ggml_scale, ggml_row_size, etc.) (#1677)
* sync : ggml

* sync : llama.cpp

* talk-llama : fix obsolete param

* ggml-alloc : fix ggml_tallocr_is_own

* talk.wasm : update to new ggml

* ggml : fix type punning in ggml_scale

* ggml : cuda jetson + arm quants warnings
2023-12-22 17:53:39 +02:00
Georgi Gerganov
8171e621fc
sync : ggml (Metal fixes, new ops, tests) (#1633)
* sync : ggml (Metal fixes, new ops, tests)

* cuda : fix bin bcast when src1 and dst have different types
2023-12-13 21:55:03 +02:00
Finn Voorhees
885b5563d0
metal : fix ggml_metal_log vargs (#1606) 2023-12-08 13:50:50 +02:00
Georgi Gerganov
7bc4d22337
metal : fix soft_max kernel src1 argument (#1602) 2023-12-08 13:39:32 +02:00
Georgi Gerganov
afce6fa113
sync : ggml (new ops, new backend, etc) (#1602)
* sync : ggml (new ops, new backend, etc)

* whisper : remove obsolete broadcasting code

* ggml : remove backend self-registers + fix ggml_concat + n_task logic

* metal : fix assert

* metal : print resource path

* whisper : fix bug if metal init fails
2023-12-07 22:27:19 +02:00
Georgi Gerganov
0ba365f958
metal : add backend function to check device family support (#1547) 2023-11-24 12:37:08 +02:00
sandrohanea
d2bd5f0bdc
metal : fix build (#1544) 2023-11-23 20:20:53 +02:00
Georgi Gerganov
bfbaa4dce5
whisper : make large version explicit + fix data size units (#1493) 2023-11-15 19:42:25 +02:00
Georgi Gerganov
3172006a24
ggml : fix some compile warnings 2023-11-12 16:36:20 +02:00
Georgi Gerganov
b0502836b8
whisper : add full CUDA and Metal offloading (#1472)
* whisper : migrate to ggml-backend

* whisper : fix logit reading

* whisper : fix tensor allocation during load

* whisper : fix beam-search with CUDA

* whisper : free backends + fix compile warning

* whisper : print when CUDA is enabled

* whisper : fix CoreML

* make : clean-up

* talk : fix compile warning

* whisper : support ggml_conv with CUDA and Metal (#1473)

* ggml : add CUDA support for ggml_conv

* whisper : remove ggml_repeat for conv bias + single backend

* cuda : fix im2col kernel

* metal : add im2col support + mul mat-vec f16 x f16

* bench-all : add q4 models

* whisper : clean-up

* quantize-all : fix

* ggml : im2col opts

* whisper : avoid whisper_model_data wrapper

* whisper : add note that ggml_mul_mat_pad does not work with CUDA

* whisper : factor out graph compute in common function

* whisper : fixes

* whisper : fix UB with measure buffers

* whisper : try to fix the parallel whisper_state functionality (#1479)

* whisper : try to fix the parallel whisper_state functionality

* whisper : fix multi-state Metal

* whisper : free backend instances in whisper_state
2023-11-12 15:31:08 +02:00
Georgi Gerganov
3bd7d48f51
metal : fix asserts for setThreadgroupMemoryLength (close #1435) 2023-11-07 11:02:16 +02:00
Georgi Gerganov
f96e1c5b78
sync : ggml (backend v2, k-quants, CUDA opts, Metal opts, etc.) (#1422)
* sync : ggml (backend v2, k-quants, CUDA opts, Metal opts, etc.)

* metal : allow env metal variable to override resource path (#1415)

* Allow env variable to override resource path

* Update ggml-metal.m

---------

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

* sync : restore common / main from `master`

* sync : restore whisper from `master`

* talk-llama : update to latest llama.cpp

* ruby : fix build

* ggml : fix 32-bit ARM build

* ggml : fix MIN / MAX macro collisions + update ios bindings

* ggml : fix ifdefs and MIN / MAX again

* exampels : fix Obj-C and Swift examples

* ggml : fix 32-bit ARM compatibility

* ggml : one more attempt to fix 32-bit ARM compat

* whisper : fix support for larger graphs

---------

Co-authored-by: Chris Raethke <codesoda@users.noreply.github.com>
2023-11-03 21:35:05 +02:00
Georgi Gerganov
0ac9cefd03
metal : restore matrix x vector f16_f32 kerenls for now 2023-09-15 14:40:41 +03:00
Georgi Gerganov
b8432f28f4
metal : add F32 support + update bench output 2023-09-15 13:56:08 +03:00
Georgi Gerganov
93935980f8
whisper : Metal and ggml-alloc support (#1270)
* metal : init

* whisper : factor out graph builds

* whisper : allocate encoder and decoder using ggml-alloc

* whisper : ggml-alloc is now supported

* whisper : CoreML support ggml-alloc

* build : fix ggml-alloc

* ios : update submodule

* extra : update sync-ggml.sh script to also sync ggml-alloc

* ci : see if this is causing the crash

* whisper : refactor ggml-alloc init

* whisper.android : try to fix build

* whisper : initial Metal version

* ci : try to debug vmem issue

* metal : decoder works on GPU!

* metal : add multi-decoder support

* ggml : fix ggml_nbytes (probably temp solution)

* metal : run "cross" step on the GPU

* whisper : remove ggml_repeat in the encoder

* whisper : offload the Encoder to Metal

* ggml : use simpler ggml_bytes() implementation

* ggml-alloc : try to make CI happy by reducing vram to 128GB

* whisper : add whisper_allocr to wrap ggml_allocr

* whisper : factor out alloc init in a function

* cmake : update to support Metal build

* whisper : add <functional> header

* objc : fix build (no Metal yet)

* ios : add Metal support

* swiftui : fix build

* metal : speed-up KQ multiplication

* metal : sync latest llama.cpp kernels

* readme : add Metal info

* ios : update submodule

* coreml : add code to toggle Core ML config (CPU, ANE, GPU)

* bench : fix timings by running a pre-heat

* bench : start benching the decoder

* whisper : add ggml_mul_mat_pad

* bench : fix uninitialized vars

* whisper : add comment for disabling mul-mat padding

* whisper : add description of ggml_mul_mat_pad

* whisper : clean-up ggml_mul_mat_pad

* metal : remove the "concurrent" flag

* bench : variable n_past

* ios : update SPM package
2023-09-15 12:18:18 +03:00
Georgi Gerganov
b39809668a
sync : ggml (HBM + Metal + style) (#1264) 2023-09-08 17:58:31 +03:00
Przemysław Pawełczyk
ace6c12ec6
ggml : posixify pagesize (#1251)
* ggml : use sysconf(_SC_PAGESIZE) instead of getpagesize() derived from BSD

sed -i 's,getpagesize(),sysconf(_SC_PAGESIZE),g' ggml.c

* metal : use sysconf(_SC_PAGESIZE) instead of getpagesize() derived from BSD

sed -i 's,getpagesize(),sysconf(_SC_PAGESIZE),g' ggml-metal.m
2023-09-06 18:19:36 +03:00
Georgi Gerganov
c3f319d7c2
ggml : sync latest llama.cpp (view_src + alloc improvements) (#1247)
* ggml : sync latest llama.cpp (view_src + alloc improvements)

* ggml : fix build
2023-09-05 20:57:27 +03:00
Georgi Gerganov
59a3d0cb57
ggml : sync (ggml-alloc, GPU, eps, etc.) (#1220)
* ggml : sync (ggml-alloc, GPU, eps, etc.)

* ggml : fix build

* wasm : fix build
2023-09-05 13:54:40 +03:00
Georgi Gerganov
d6509bf78d
ggml : sync latest repo (mostly refactoring changes) 2023-07-02 21:46:09 +03:00
Georgi Gerganov
f1c9df5806
metal : sync ggml-metal (ref #1047) 2023-06-25 15:40:39 +03:00