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2702 Commits
Author SHA1 Message Date
Martin Kroeker 79a50d80d3 Fix potential over-optimization by gcc15 2026-03-17 23:13:58 +01:00
Martin Kroeker 7a95460bb1 Merge pull request #5680 from teddygood/wasm128-generic-target-exp 
Add WebAssembly SIMD SGEMM and DGEMM kernels
 2026-03-17 14:25:39 +01:00
Martin Kroeker a1fd7a4658 Merge pull request #5677 from CheryDan/riscv/zdrot 
Optimize ZROT_RVV for the non-unit-stride case
 2026-03-17 11:10:32 +01:00
teddygood 86d1451cbe Add WebAssembly SIMD GEMM kernels 2026-03-17 05:51:54 +09:00
daichengrong aa967ef6ba Optimize ZROT_RVV for the non-unit-stride case 
Optimize the RVV implementation of ZROT when inc_x and inc_y are
non-unit strides (inc_x != 1, inc_y != 1).

Reorder several operations to reduce vector register pressure and
avoid unnecessary vector register spill to the stack. This helps GCC
keep vector values in registers and reduces redundant spill/reload
instructions, improving runtime performance.

No functional change.

Signed-off-by: daichengrong <daichengrong@iscas.ac.cn>
 2026-03-16 14:22:54 +08:00
Martin Kroeker 4a888bcb73 set USE_TRMM for WASM 2026-03-15 23:07:16 +01:00
Martin Kroeker ef3315527f Don't include the CPUID code in WebAssembly builds 2026-03-15 19:30:13 +01:00
Martin Kroeker 48f0a0f0ec Generate WASM kernel including existing intrinsics-based kernels 2026-03-15 19:28:08 +01:00
Martin Kroeker cc64ce68c3 Create generic C KERNEL as baseline for WASM 2026-03-15 19:26:42 +01:00
Martin Kroeker 37262654d9 Merge pull request #5667 from fadara01/accelerate_sve128_sbgemm 
Accelerate SVE128 SBGEMM/BGEMM
 2026-03-06 09:14:44 +01:00
Fadi Arafeh f30202b705 Accelerate SVE128 SBGEMM/BGEMM 
This accelerates SBGEMM/BGEMM by extending the existing 8x4 kernel to 8x8 (unrolling N by 8)

Not sure if it's a good idea to delete the previous 8x4 kernel?

Here are the speedups on single core Neoverse-V2 (SVE128) compared to prev state:

Per-shape speedup
  M=N=K=64: SBGEMM 1.164x (16.42%), BGEMM 1.133x (13.30%)
  M=N=K=128: SBGEMM 1.220x (22.02%), BGEMM 1.186x (18.56%)
  M=N=K=256: SBGEMM 1.241x (24.08%), BGEMM 1.235x (23.54%)
  M=N=K=512: SBGEMM 1.240x (23.95%), BGEMM 1.227x (22.75%)
  M=N=K=1024: SBGEMM 1.251x (25.11%), BGEMM 1.232x (23.23%)
  M=N=K=2048: SBGEMM 1.235x (23.47%), BGEMM 1.246x (24.64%)

Signed-off-by: Fadi Arafeh <fadi.arafeh@arm.com>
 2026-03-05 13:50:07 +00:00
Martin Kroeker df29cc0205 Use AVX2 in the tail loop too for consistent FMA rounding 2026-03-03 15:51:51 +01:00
Martin Kroeker ef27ec6bed Add pragma to limit optimization level 2026-02-22 13:42:41 +01:00
Martin Kroeker 30cf14c548 Merge pull request #5640 from ChipKerchner/RVV_Narrow_Accumulate_FP16_GEMM 
Added ability to accumulate in FP16.  Convert BF16 to FP32.  For FP16 and BF16 GEMM in RISC-V (BF16 now works for pre-RVA23)
 2026-02-20 14:22:27 +01:00
Martin Kroeker 46b963b9a0 Use generic C kernels for SCAL on FreeBSD 2026-02-19 22:46:03 +01:00
Chip Kerchner efe63e7970 Add pre-RVA23 to BF16 GEMM. 2026-02-15 15:49:59 +00:00
Chip Kerchner 1d6aa0dc31 Add dummy memsets - just in case. 2026-02-13 20:03:35 +00:00
Chip Kerchner 7a1d23400f Add flag for not converting A & B - will be used in future to do conversion during packing. 2026-02-13 19:00:41 +00:00
Chip Kerchner 1cc377ef61 Only convert B if M is greater or equal to 4. 2026-02-13 18:14:11 +00:00
Chip Kerchner 0acb60aab3 Conversion from BF16 to FP32 only once. 2026-02-13 17:55:15 +00:00
Chip Kerchner 9701a80a9f One small change. 2026-02-12 20:35:41 +00:00
Chip Kerchner 4121a22c02 Convert BF16 values once (and vectorized). 2026-02-12 18:45:39 +00:00
Chip Kerchner 33560437f5 Convert inputs from BF16 to FP32 and use FP32 vector madds. 18% faster. 2026-02-11 19:50:48 +00:00
Chip Kerchner e3cb067bf4 Fixed MADD to use float16 values. Use LMUL = 2 in main loop. Now 1.85X faster on BananaPi. 2026-02-11 00:27:27 +00:00
Chip Kerchner 74d9fe2832 Forget to add defintion. 2026-02-10 19:00:26 +00:00
Chip Kerchner aa1cebd45b 128-bit versions. 2026-02-10 18:30:02 +00:00
Chip Kerchner b5f2a50fe9 Added ability to accumulate in FP16 for GEMM. Widens once at the end of loops. 2026-02-10 17:30:05 +00:00
Martin Kroeker 69d92490c1 move inclusion of sme_abi header into the conditional section 2026-01-29 22:24:00 +01:00
Martin Kroeker 601bdde8ec fix stack location of dummy2 flag 2026-01-27 22:40:50 +01:00
Martin Kroeker d53d2b11a9 fix stack location of dummy2 flag 2026-01-27 22:39:37 +01:00
Martin Kroeker 861b3db733 Reuse ?SUM kernels from ThunderX2T99 2026-01-20 15:42:09 +01:00
Martin Kroeker 71261a7b3f Trivially derive optimized S/DSUM for existing SASUM/DASUM kernels 2026-01-20 15:38:50 +01:00
Jameson NashandClaude Opus 4.5 a18a4ee08a arm64: fix clang ICE on Windows for zdot_thunderx2t99.c 
Guard .align directive to avoid internal compiler error on
AArch64 Windows with clang.

See: https://github.com/llvm/llvm-project/issues/149547
See: #5076

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-01-19 15:36:14 +00:00
Martin Kroeker 4001d7a74f Increase LA464/16MB DGEMM_R for minimal spacing of 64 to MAX(p,q) 2026-01-17 20:53:51 +01:00
Martin Kroeker 7acf919836 typo 2026-01-15 00:03:24 +01:00
Martin Kroeker d49df4c579 force linking to clang_rt_builtins when using LLVM for AppleM4 2026-01-14 23:08:58 +01:00
Martin Kroeker 88c583ed49 Update Makefile 2026-01-14 17:00:45 +01:00
Martin Kroeker d3e4b41136 remove cpu=apple-m4 as not required and less portable 2026-01-14 13:55:16 +01:00
Martin Kroeker 31bb6ca7df Apple Clang requires +sme in the arch string for M4 2026-01-13 21:10:07 +01:00
Martin Kroeker aafd3cb0db Merge branch 'OpenMathLib:develop' into issue5414 2026-01-12 00:51:25 +01:00
Martin Kroeker 4d08156266 Use the generic C kernel for DNRM2 2026-01-11 21:58:31 +01:00
Martin Kroeker 6de062cfc2 Merge branch 'OpenMathLib:develop' into issue5414 2026-01-11 17:45:11 +01:00
Martin Kroeker d1de282a4e Improve the precision of S/CNRM2 by summing in double precision 2026-01-11 13:04:00 +01:00
Martin Kroeker a9a6edaf17 Adapt for DYNAMIC_ARCH with multiple ...preprocess symbols 2026-01-09 15:29:36 +01:00
Martin Kroeker 2d46f1ec65 Merge branch 'develop' into issue5414 2026-01-09 15:04:06 +01:00
Martin Kroeker c040d5ed86 Merge pull request #5591 from quic/topic/ssyr2k_direct_sme1 
Support for SME1 based ssyr2k_direct kernel for cblas_ssyr2k level 3 API
 2026-01-08 15:47:38 +01:00
Zhiqing xie 6939a43c3b Support for SME1 based ssyr2k_direct kernel for cblas_ssyr2k level 3 API 2026-01-08 11:09:04 +08:00
Amrita H S b53d18b3ad Fixing warning messages in dgemm and dgemv kernels 
Signed-off-by: Amrita H S <amritahs@linux.vnet.ibm.com>
 2026-01-06 10:20:56 -06:00
Martin Kroeker a18a53605e Adjust M4 options to avoid unresolved reference with non-Apple LLVM 2026-01-05 19:10:52 +01:00
Rajalakshmi Srinivasaraghavan 2283fcbbe7 POWER10: Reduce sgemm loop unrolling 
With GCC 14, unnecessary move and lxvp instructions appear when unrolling the inner loop for larger sizes.
Reducing the loop unroll factor restores performance to GCC 11.
 2026-01-04 17:01:01 -06:00