Abitofevrything
a62170c656
ggml : add SSE3 and fp16 conversion lookup table ( #368 )
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* Improves WASM performance:
On MacBook M1 Pro, I observe 25% faster using Firefox and 35% faster using Chrome
* Add support for SSE3 SIMD
* Add SSE3 to system information
* Add Imath support for fp16-fp32 conversions
* Add Imath to system information
* Wrap Imath calls to avoid static function warnings
* Drop Imath; Add lookup table for f16 -> f32 conversions
* Remove TODO comments
* Update SSE3 to new macro arguments
* Correct updated macro definitions
* Prefer static inline where possible
* ggml : static inlines + add public f16 <-> f32 conversions
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-01-06 18:45:59 +02:00
Thomas Fitzsimmons
1944e7c33e
whisper : document POWER VSX support
2023-01-05 23:53:00 +02:00
Thomas Fitzsimmons
49a8dd6732
ggml : reorganize POWER9 ppc64le SIMD code
2023-01-05 23:53:00 +02:00
Thomas Fitzsimmons
8c7f642286
ggml : change f16 load and store macro arguments
2023-01-05 23:53:00 +02:00
Georgi Gerganov
0a0cfa7985
ggml : add void to argument-less functions
2023-01-05 21:40:38 +02:00
Georgi Gerganov
d51c5eb906
ggml : define MIN / MAX only if not defined (minor)
2023-01-05 21:16:52 +02:00
Thomas Fitzsimmons
424c410c42
ggml : improve f16 acceleration for POWER9 ppc64le
2022-12-31 10:02:19 +02:00
Georgi Gerganov
4e0b2069e7
ggml : barrier refactor + static functions
2022-12-28 19:00:53 +02:00
Georgi Gerganov
ac521a566e
ggml : simplify the SIMD code ( #324 )
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* ggml : simplify the SIMD code
* ggml : generic reduce for all register sizes + comments
2022-12-24 10:22:28 +02:00
Georgi Gerganov
7282e2109e
ggml : use vaddvq_f32 for slightly more efficient reduce
2022-12-23 13:48:19 +02:00
Thomas Fitzsimmons
466ceebb78
ggml : add f16 acceleration for POWER9 ppc64le
2022-12-23 13:23:58 +02:00
Andy Maloney
493d94130d
ggml : make consts static ( #317 )
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These shouldn't be able to be referenced outside the compilation unit.
2022-12-23 11:05:27 +02:00
Andy Maloney
fa463313ad
minor : small code cleanups ( #302 )
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* Small code cleanups
- fix indentation
- remove extra semicolons
- remove extra break after returns in case statements
- remove unnecessary call to .data() on string
- use empty() instead of checking size()
- no need to check for nullptr before free
- remove unnecessary initialization of string to ""
* minor : switch case always break
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2022-12-22 17:06:19 +02:00
Kevin Brothaler
e1432dd91a
Check for both __ARM_NEON and __ARM_FEATURE_FMA so that the project can be compiled for armv7a.
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Android armeabi-v7a's NEON support doesn't support FMA unless configured with `-mfpu=neon-fp-armv8`, which would need runtime checks.
* Also removed ABI filter from Android project.
2022-12-22 16:47:54 +02:00
katsu560
419b8a6402
Add AVX,AVX2 support for ggml_vec_scale_f32
2022-12-17 19:40:10 +02:00
Georgi Gerganov
a7047b2a28
ggml : implement ggml_compute_forward_dup_f16() special cases
2022-12-16 21:50:41 +02:00
Georgi Gerganov
0f11759406
ggml : make more compatible with c99 ( #262 )
2022-12-16 18:00:12 +02:00
Georgi Gerganov
f66ac6dc4f
ggml : fix indentation
2022-12-13 23:09:21 +02:00
Georgi Gerganov
9955fa4ed7
ggml : make compatible with c99 ( #262 )
2022-12-13 23:07:49 +02:00
Roland Rabien
e70d47baab
Remove C++20 requirement ( #257 )
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* Remove C++20 requirement
* Roll back C features not supported in VS2017
2022-12-11 20:03:07 +02:00
Georgi Gerganov
3b1aacbe6d
talk : talk with AI in the terminal
2022-12-10 16:51:58 +02:00
Georgi Gerganov
50a061b313
ggml : add alternative cblas_sgemm call
2022-12-08 23:48:04 +02:00
Al Hoang
04a16bbf11
fix compilation on haiku
2022-12-08 09:20:57 +02:00
Georgi Gerganov
b6597539f9
ggml : fix typo in previous commit
2022-12-06 22:12:57 +02:00
Georgi Gerganov
9a4b7a916e
ggml : use macros to inline FP16 <-> FP32 conversions
2022-12-06 22:09:26 +02:00
Georgi Gerganov
f8ec718b76
ggml : add F16C CPU flag check
2022-12-06 21:56:56 +02:00
katsu560
35b40a93b9
add fp16/fp32 convert intrinsics
2022-12-06 21:44:24 +02:00
Georgi Gerganov
061fc81bd6
ggml : remove inline specifier from fp16 <-> fp32 converters
2022-12-01 22:15:12 +02:00
Georgi Gerganov
388e9f79ad
ggml : fix the fix
2022-11-23 22:40:06 +02:00
Georgi Gerganov
35cd29ce1f
ggml : fix cross-compile Linux -> Window with mingw ( #168 )
2022-11-23 22:28:41 +02:00
katsu560
804f36aa2c
ggml: change inline ggml_fp16_to_fp32, ggml_fp16_t ggml_fp32_to_fp16
2022-11-23 22:16:33 +02:00
katsu560
83456076f0
add AVX support
2022-11-23 22:16:33 +02:00
Georgi Gerganov
2065572a11
ggml : fix Windows build
2022-11-20 22:47:03 +02:00
boolemancer
0bfe728b84
Fix the Windows pthread_create shim
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The current implementation doesn't actually set the out parameter,
and it returns 0 on failure instead of on success.
2022-11-08 15:02:32 +02:00
Georgi Gerganov
75171c2b79
ggml : multi-thread the ggml_add operator
2022-11-03 20:53:44 +02:00
Georgi Gerganov
137321915f
ggml : fix the check for NEON support ( #7 )
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Was using the wrong preprocessor macro
2022-11-02 17:52:24 +02:00
Syed Jafri
24cd12f647
Cross compilation ( #121 )
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* Cross compile windows
* set env properly
* rm log
* fix review
* Add back space
2022-11-02 08:46:49 +02:00
Mikhail Grigorev
8dac3c6e10
Fixed sched_yield
2022-10-30 21:38:18 +02:00
Mikhail Grigorev
6417e59aad
Implemenated sched_yield function for Windows
2022-10-30 21:38:18 +02:00
Georgi Gerganov
e5044f87d9
ggml : fix barrier
2022-10-29 19:37:19 +03:00
Georgi Gerganov
a272f10b2e
ggml : fix thread-safety of ggml_init and ggml_free
2022-10-29 19:37:19 +03:00
Georgi Gerganov
fbd513b813
Add OpenBLAS support
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Supported via CMake - just add:
cmake .. -DWHISPER_SUPPORT_OPENBLAS=ON
On Ubuntu, you have to install the library like this:
apt install libopenblas-dev
Unfortunately, I don't observe any benefit compared to the
original AVX2 + FP16 implementation. Maybe I'm missing something
2022-10-27 18:31:49 +03:00
Georgi Gerganov
34bb3ab0cf
ggml : add system info functions
2022-10-25 20:53:48 +03:00
Georgi Gerganov
c6710efde2
refactoring : move main + stream in examples + other stuff
2022-10-25 20:53:48 +03:00
Georgi Gerganov
db460b78ff
wip : WASM 128-bit SIMD support
2022-10-22 18:54:01 +03:00
Georgi Gerganov
e905c6f827
wip : initial WASM port
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Works but it is very slow because no SIMD is used.
For example, jfk.wav is processed in ~23 seconds using "tiny.en" model
2022-10-22 18:54:01 +03:00
Georgi Gerganov
19817711b4
Add reference to FP16 repo
2022-10-18 19:48:34 +03:00
Georgi Gerganov
e36aabe00d
Correct implementation of FP16 GELU
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Can toggle it via the GGML_GELU_FP16 macro
2022-10-18 18:42:08 +03:00
Georgi Gerganov
91632eb6ea
Revert GELU change
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Seems it does not work on x86 for some reason
2022-10-18 00:45:08 +03:00
Georgi Gerganov
72d967bce4
Use Accelerate framework on Apple silicon
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Huge performance improvement in the Encode (almost x2 on MacBook M1 Pro)
Also various extra optimizations:
- Multi-threaded NORM operator
- Faster GELU via F16 cast
2022-10-18 00:12:51 +03:00
