Commit graph

95 commits

Author SHA1 Message Date
Nicolò Scipione
d394a9aedc
sycl : Remove waits from function calls (#13702)
* removes the waits in async memcpy functions
2025-05-22 12:54:43 +01:00
Ewan Crawford
6b56a64690
SYCL: Avoid using with SYCL-Graph for unsupported nodes (#13587)
Currently on a CUDA backend to SYCL when running
`GGML_SYCL_DISABLE_GRAPH=0 ./bin/test-backend-ops -b SYCL0` there
are two operations that throw an exception from the blocking
waits during queue recording.

* `-o CONCAT` : Use of blocking waits on a queue that's being recorded https://github.com/ggml-org/llama.cpp/blob/master/ggml/src/ggml-sycl/concat.cpp#L185-L187
* `-o MUL_MAT_ID`: Blocking wait on a recording queue for a copy to host memory https://github.com/ggml-org/llama.cpp/blob/master/ggml/src/ggml-sycl/ggml-sycl.cpp#L3072-L3074

We've noticed that `ggml-cuda.cu` has the
[check_node_graph_compatibility_and_refresh_copy_ops](39e73ae0d6/ggml/src/ggml-cuda/ggml-cuda.cu (L2458-L2458))
method for checking if a graph can be used, even if enabled. I've taken a
similar approach in this PR by adding a method to `ggml-sycl.cpp` for checking
if a graph can be used for the operations even if a user has asked for it to be
enabled.
2025-05-22 16:24:09 +08:00
Svetlozar Georgiev
4245e622e0
sycl: disable reorder for sycl mulmat (#13536) 2025-05-20 11:34:15 +02:00
Nicolò Scipione
f7c9429c85
sycl : Overcoming workaround for mmap() allocation on Windows (#13482)
* Remove mmap workaround on windows

After some testing I found that mmap is supported on windows and for
many GPUs on Linux. Therefore I remove the workaround for windows since
it is not necessary.

* Update llama-bench README

SYCL backend introduced a workaround that allows execution of
llama-bench also without specifying `--mmp 0` flag
2025-05-20 08:54:43 +08:00
Łukasz Ślusarczyk
0a338ed013
sycl : fixed compilation warnings (#13582) 2025-05-16 18:15:29 +08:00
Atharva Dubey
02cdd2d8b0
sycl: simplify bin_bcast_kernel (#13383) 2025-05-15 17:39:52 +02:00
Svetlozar Georgiev
64bb51cf90
sycl: reordered Q4_K MMVQ (#13109) 2025-05-15 17:35:44 +02:00
Łukasz Ślusarczyk
9c404ed54c
sycl: use oneDNN for matrices multiplication (#12972) 2025-05-15 16:53:41 +02:00
Atharva Dubey
14492144c2
enable dpcpp nightly builds with libraries (#13406) 2025-05-12 13:15:32 +08:00
Alberto Cabrera Pérez
17512a94d6
sycl : implementation of reordered Q4_0 MMVQ for Intel GPUs (#12858)
* sycl : Implemented reorder Q4_0 mmvq

Signed-off-by: Alberto Cabrera <alberto.cabrera@codeplay.com>

* sycl : Fixed mmvq being called when reorder is disabled

* sycl : Improved comments in the quants header

Signed-off-by: Alberto Cabrera <alberto.cabrera@codeplay.com>

* Use static_assert

* safe_div -> ceil_div

* Clarify qi comment

* change the reorder tensor from init to execute OP

* dbg

* Undo changes to test-backend-ops

* Refactor changes on top of q4_0 reorder fix

* Missing Reverts

* Refactored opt_for_reorder logic to simplify code path

* Explicit inlining and unroll

* Renamed mul_mat_algo enum for consistency

---------

Signed-off-by: Alberto Cabrera <alberto.cabrera@codeplay.com>
Co-authored-by: romain.biessy <romain.biessy@codeplay.com>
2025-05-09 16:34:08 +01:00
Alberto Cabrera Pérez
8733e0cf6e
sycl: addressing non-contiguous src1 mul_mats (nc and batched) (#13343)
* sycl: fixed non-contiguous src1 mul_mats (nc and batched)

* Fixed wrong static_cast inside kernel
2025-05-08 10:08:01 +01:00
Daniel Bevenius
13b0a04597 whisper: remove MSVC warnings pragmas (whisper/3090)
* ggml : remove MSVC warnings pragmas

This commit removes the MSVC-specific pragmas as these are now handled
in ggml/CMakeLists.txt.

* whisper : remove MSVC warning pragmas

This commit removes the MSVC-specific pragmas. These are now handled in
the ggml/CMakeLists.txt file.
2025-05-07 17:28:36 +03:00
Akarshan Biswas
1e333d5bba
SYCL: Disable reorder optimize by default and stop setting tensor extras when optimize is disabled (#13254)
* SYCL: Do not set tensor extras when reorder optimize is disabled

* SYCL: Disable reorder optimize by default
2025-05-06 20:27:06 +05:30
Akarshan Biswas
66645a5285
SYCL: Disable mul_mat kernels for noncontiguous tensor b (#13308)
ggml-ci
2025-05-05 13:39:10 +05:30
Akarshan Biswas
a4c340f974
SYCL: Add all missing unary kernels (#13074)
* SYCL: Add all missing unary kernels

ggml-ci

* decouple kernel launch range from data size using strided loop

* use ciel_div helper for num_blocks
ggml-ci

* clean auto imported header files
2025-04-28 11:33:25 +02:00
Neo Zhang Jianyu
514c45608f
change the reorder tensor from init to execute OP (#13003) 2025-04-25 17:37:51 +08:00
Akarshan Biswas
5368ddda7a
SYCL: Add non-contiguous support in ROPE (#12993)
ggml-ci
2025-04-21 19:13:30 +05:30
Akarshan Biswas
8d66005763
SYCL: Refactor and enable FP16 in binary broadcast OPs (#12975)
* SYCL: refactor move to a separate file

* Fix binbcast

* Remove duplicates

* fix include formatting

* fix typo
2025-04-18 15:57:56 +02:00
Akarshan Biswas
510676475f
SYCL: Add ROPE vision kernel (#12887)
* SYCL: Add ROPE vision kernel

* Add comment about rope mode
2025-04-15 10:37:42 +02:00
Akarshan Biswas
75afa0ae31
SYCL: Fix im2col (#12910)
* SYCL: Fix im2col

* restore local workgroup size adjustments for large inputs

* restore format
2025-04-14 14:23:53 +02:00
Ewan Crawford
578754b315
sycl: Support sycl_ext_oneapi_limited_graph (#12873)
The current usage of the SYCL-Graph extension checks for
the `sycl_ext_oneapi_graph` device aspect. However, it is also
possible to support `sycl_ext_oneapi_limied_graph` devices that
don't support update
2025-04-11 15:32:14 +02:00
Akarshan Biswas
fccf9cae83
SYCL: Add fp16 type support to unary op kernels (#12788)
* SYCL: Add fp16 support to some elementwise OP kernels

* remove comment

ggml-ci

* Use static_cast directly

* remove not needed cast from tanh

* Use static cast and remove unneeded castings

* Adjust device_support_op for unary OPs

* Use cast_data and typed_data struct to deduplicate casting code
2025-04-11 16:03:50 +08:00
Diego Devesa
fe92821ea9 ggml : add bilinear upscale support (ggml/1185) 2025-04-11 00:17:47 +03:00
Neo Zhang Jianyu
656babd6c2
Revert "sycl:remove redundant memcopy in function ggml_backend_sycl_buffer_set_tensor" (#12812)
* Revert "sycl: remove redundant memcopy in function ggml_backend_sycl_buffer_s…"

This reverts commit 518a01480e.

* Update ggml/src/ggml-sycl/ggml-sycl.cpp

* Update ggml/src/ggml-sycl/ggml-sycl.cpp

* rm tail space
2025-04-08 15:03:21 +08:00
zhouwg
518a01480e
sycl: remove redundant memcopy in function ggml_backend_sycl_buffer_set_tensor (#12734) 2025-04-07 17:22:57 +02:00
Nicolò Scipione
94148ba330
sycl: allow ggml-sycl configuration and compilation using Visual Studio project/solution (#12625) 2025-04-04 16:00:46 +02:00
Romain Biessy
8293970542
SYCL: Rename oneMKL to oneMath (#12192)
* Rename oneMKL Interface to oneMath

* Use oneMath for Intel vendor

* Rename occurences to mkl

* clang-format

* Silence verbose warnings

* Set oneMath HIP_TARGETS

* Fix silence warnings

* Remove step to build oneMath from build instructions

* Use fixed oneMath version

* Remove INTEL_CPU

* Fold CMake oneDNN conditions

* Use Intel oneMKL for Intel devices

* Improve CMake message

* Link against MKL::MKL_SYCL::BLAS only

* Move oneMath documentation to Nvidia and AMD sections
2025-04-01 16:24:29 +08:00
Akarshan Biswas
8bbf26083d
SYCL: switch to SYCL namespace (#12674) 2025-04-01 10:11:39 +02:00
Akarshan Biswas
6c02a032fa
SYCL: Remove misleading ggml_sycl_op_flatten function (#12387)
* SYCL: Remove misleading ggml_sycl_op_flatten function

* remove trailing whitespace

* Fix L2 norm from rebase

* remove try catch block from element_wise.cpp

* remove comment from common.hp

* ggml-sycl.cpp: Add try catch sycl::exception block in compute_forward

* norm.cpp: remove try catch exception block
2025-03-31 11:25:24 +02:00
Akarshan Biswas
f17a3bb4e8
SYCL: implement memset ggml backend buffer interface (#12580)
* SYCL: implement memset ggml backend buffer interface

* use GGML_ABORT macro

* Do not wait for all queues to finish for memset operation
2025-03-27 09:46:00 +08:00
Akarshan Biswas
e2f560175a
SYCL: disable Q4_0 reorder optimization (#12560)
ggml-ci
2025-03-25 18:40:18 +08:00
Svetlozar Georgiev
9ffcc9e374
sycl: cleanup oneDNN related code (#12097) 2025-03-21 10:15:56 +08:00
Łukasz Ślusarczyk
35cae5ba05
SYCL: using graphs is configurable by environment variable and compile option (#12371)
* alberto changes

* enable sycl graphs by env variable

* fixed compilation warnings in ggml-sycl.cpp

* renamed graph variables

* fix markdown in docs/backend/SYCL.md

Co-authored-by: Romain Biessy <romain.biessy@codeplay.com>

* fix markdown in docs/backend/SYCL.md again

* compiling graphs by default, renamed graph_enable to graph_disable

---------

Co-authored-by: Romain Biessy <romain.biessy@codeplay.com>
2025-03-18 11:16:31 +01:00
Łukasz Ślusarczyk
a53f7f7b88
fixed compilation warnings in ggml-sycl (#12424) 2025-03-18 08:51:25 +08:00
Molly Sophia
7dfad387e3
llama: Add support for RWKV v7 architecture (#12412)
* ggml: Add op l2_norm

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* ggml: Add op rwkv_wkv7

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* llama: Add support for RWKV7 and ARWKV7 models

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* llama: fix inference with RWKV6Qwen2

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* llama: add more (a)rwkv7 variants in size

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* Apply code-format changes

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* fix MUSA build

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* llama: fix shape error with rwkv using llama-parallel

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

---------

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
2025-03-18 07:27:50 +08:00
Akarshan Biswas
b3c9a65673
SYCL: set extras only on GGML_TYPE_Q4_0 (#12366)
* SYCL: set extras only on GGML_TYPE_Q4_0

* release tensor_extras in reset buffer interface
2025-03-17 09:45:12 +08:00
aubreyli
3d35d87b41
SYCL: Delete redundant plus sign and space (#12391) 2025-03-15 15:49:03 +01:00
fairydreaming
b19bd064c0
SYCL : support non-contiguous tensors in binary ops (add, sub, etc) (#12399)
* sycl : support non-contiguous tensors in binary ops

* sycl : silence unused variable warning

---------

Co-authored-by: Stanisław Szymczyk <sszymczy@gmail.com>
2025-03-15 22:19:30 +08:00
Alberto Cabrera Pérez
363f8c5d67
sycl : variable sg_size support for mmvq kernels (#12336) 2025-03-12 09:57:32 +00:00
Akarshan Biswas
5e43f104cc
SYCL: Disable f16 Unary OPs as not supported by the kernels (#12201) 2025-03-05 16:58:23 +01:00
Akarshan Biswas
ece9745bb8
SYCL: Move CPY kernels to a separate file and add few missing kernels (#12133)
* SYCL: refactor and move cpy kernels to a separate file

* Add few missing cpy kernels

* refactor and add debug logs
2025-03-03 11:07:22 +01:00
William Tambellini
70680c48e5
ggml : upgrade init_tensor API to return a ggml_status (#11854)
* Upgrade init_tensor API to return a ggml_status

To prepare for an 'abort-free' ggml
(ggml not to abort on OOMs but return a OOM status),
as agreeed with Diego in the ggml repo,
upgrade the init_tensor() and view_init() APIs
to return a ggml_status.

* misc fixes

---------

Co-authored-by: slaren <slarengh@gmail.com>
2025-02-28 14:41:47 +01:00
Neo Zhang Jianyu
08d5986290
[SYCL] Optimize mul_mat for Q4_0 on Intel GPU (#12035)
* opt performance by reorder for Intel GPU

* detect hw type and save opt feature, and print opt feature

* correct name

* support optimize graph once when compute graph, record the opt status in tensor->extra, make CI passed

* add env variable GGML_SYCL_DISABLE_OPT for debug

* use syclex::architecture replace the custom hw define, update the guide for GGML_SYCL_DISABLE_OPT

* add performance data

* mv getrows functions to separeted files

* fix global variables

---------

Co-authored-by: arthw <14088817+arthw@users.noreply.github.com>
2025-02-24 22:33:23 +08:00
Akarshan Biswas
8303e8b0fb
SYCL: Fix GGML_SYCL_DEBUG macro (#11995) 2025-02-24 10:18:25 +00:00
Akarshan Biswas
ec3bc8270b
SYCL: remove XMX info from print devices (#11712) 2025-02-07 09:27:53 +00:00
Akarshan Biswas
194b2e69f8
SYCL: Adjust support condition for norm operators (#11674)
SYCL does not support non contiguous tensors for norm operations
2025-02-06 11:42:35 +00:00
Akarshan Biswas
6e84b0ab8e
SYCL : SOFTMAX F16 mask support and other fixes (#11261)
Implemented ggml_sycl_op_soft_max() F16 src1(mask) support for which a pragma deprecation warning was added during #5021.
To do this, had to decouple it from ggml_sycl_op_flatten which always considered src1 to be of fp32 type(many OP functions are dependent on it).

* SYCL: SOFTMAX F16 mask support and other fixes

* test-backend-ops: Add F16 mask test cases
2025-01-28 09:56:58 +00:00
Nicolò Scipione
99487b57d4
SYCL: Introducing memory host pool (#11251)
* Implement host pool for matrix_info

Creating a new memory pool on the host to store memory location for
matrix_info needed to launch gemm_batch from oneMKL/oneMath.
Removing complex support in gemm_batch since it is not used in llama.cpp

* Remove unnecessary headers and cast

* Reorder member variable to avoid warning on initialization

* Formatting

* Remove unused variable

* Address PR review feedback - remove warning

---------

Signed-off-by: nscipione <nicolo.scipione@codeplay.com>
2025-01-19 21:33:34 +08:00
Akarshan Biswas
f446c2cf6a
SYCL: Add gated linear attention kernel (#11175)
* SYCL: Add Gated Linear attention kernel

* glahpp: add a space at the end of file

* gla: Put the barrier inside the main logic loop
2025-01-15 11:20:17 +08:00
Molly Sophia
ee7136c6d1
llama: add support for QRWKV6 model architecture (#11001)
llama: add support for QRWKV6 model architecture (#11001)

* WIP: Add support for RWKV6Qwen2

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* RWKV: Some graph simplification

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* Add support for RWKV6Qwen2 with cpu and cuda GLA

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* RWKV6[QWEN2]: Concat lerp weights together to reduce cpu overhead

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* Fix some typos

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* code format changes

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* Fix wkv test & add gla test

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* Fix cuda warning

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* Update README.md

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* Update ggml/src/ggml-cuda/gla.cu

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

* Fix fused lerp weights loading with RWKV6

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>

* better sanity check skipping for QRWKV6 in llama-quant

thanks @compilade

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
Co-authored-by: compilade <git@compilade.net>

---------

Signed-off-by: Molly Sophia <mollysophia379@gmail.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: compilade <git@compilade.net>
2025-01-10 09:58:08 +08:00