1. 9791810 Add operator implementation and tests for IBILINEAR CHW microkernel by Artsiom Ablavatski · 3 years, 9 months ago
  2. 846c0c6 Add 32x1 32x2 32x4 SPMM microkernels and remove 4x1 4x2 4x4 for WASMSIMD, Neon and SSE by Frank Barchard · 3 years, 9 months ago
  3. 149f0ea Auto-generate NEON 5x5p2 DWCONV micro-kernels by Marat Dukhan · 3 years, 9 months ago
  4. c4efb00 Auto-generate scalar 5x5p2 DWCONV CHW micro-kernels by Marat Dukhan · 3 years, 9 months ago
  5. cf5b3c3 Auto-generate scalar versions of DWCONV2D CHW 3x3s2p1 micro-kernels by Marat Dukhan · 3 years, 9 months ago
  6. 82f0c32 Auto-generate NEON/NEONFMA versions of DWCONV2D CHW 3x3s2p1 micro-kernels by Marat Dukhan · 3 years, 9 months ago
  7. 0ff9718 Auto-generate SSE versions of DWCONV2D CHW 3x3s2p1 micro-kernels by Marat Dukhan · 3 years, 9 months ago
  8. 91249d2 Auto-generate scalar versions of DWCONV2D CHW 3x3p1 micro-kernels by Marat Dukhan · 3 years, 9 months ago
  9. c581e48 NEON versions of DWCONV2D CHW 3x3p1 micro-kernels by Marat Dukhan · 3 years, 9 months ago
  10. 1268a24 Auto-generate AArch64 NEONFMA versions of DWCONV2D CHW 3x3p1 micro-kernels by Marat Dukhan · 3 years, 9 months ago
  11. 98f2eeb SSSE3 versions of DWCONV2D CHW 3x3p1 micro-kernels by Marat Dukhan · 3 years, 9 months ago
  12. 470078a Auto-generate SSE versions of DWCONV2D CHW 3x3p1 micro-kernels by Marat Dukhan · 3 years, 9 months ago
  13. 965272b Add WebAssembly SIMD IBILINEAR microkernels for CHW layout by XNNPACK Team · 3 years, 9 months ago
  14. bf715f9 Rename DWCONV CHW microkernels to DWCONV2D CHW by Marat Dukhan · 3 years, 9 months ago
  15. cb2b667 Roll back the decision to split the packed weights for the CHW IBILINEAR microkernel interface by XNNPACK Team · 3 years, 9 months ago
  16. 0dde1af Split packed weights into horizontal and vertical in IBILINEAR CHW microkernel interface by XNNPACK Team · 3 years, 9 months ago
  17. 6be46b2 Add input increment parameter in IBILINEAR CHW microkernels by XNNPACK Team · 3 years, 9 months ago
  18. b9deb96 Polyfill missing intrinsics for legacy compilers by Marat Dukhan · 3 years, 9 months ago
  19. e5b5dea Polyfill _kshiftli_mask64 for legacy compilers by Marat Dukhan · 3 years, 9 months ago
  20. 6f469a5 Minor refactoring in DWCONV CHW microkernels by Marat Dukhan · 3 years, 9 months ago
  21. c451e8a WAsm SpMM microkernels unrolled by 2 and 4. by Frank Barchard · 3 years, 9 months ago
  22. 1c6cad9 Suffix DWCONV CHW microkernels with block size by Marat Dukhan · 3 years, 9 months ago
  23. a982bb7 Rollback the renaming of indirection map since we can reuse the code for CHW and HWC layouts by XNNPACK Team · 3 years, 9 months ago
  24. a5cb677 Add "nhwc" into the naming of indirection map function and tests by XNNPACK Team · 3 years, 9 months ago
  25. ae7e8b2 Remove remnants of SpCHW layout in DWCONV-CHW microkernels by Marat Dukhan · 3 years, 9 months ago
  26. 2143267 IBILINEAR CHW microkernels by XNNPACK Team · 3 years, 9 months ago
  27. 9e05340 Replace PSIMD SpMM microkernels with WAsm SIMD. by Frank Barchard · 3 years, 9 months ago
  28. d923d7f Rename parameters in prototypes to reflect their meanings in microkernel implementations. by XNNPACK Team · 3 years, 9 months ago
  29. 39ab16f Evaluation stub for AVX Sigmoid with 1 Newton-Raphson iteration by Marat Dukhan · 3 years, 9 months ago
  30. 45aec16 Fix bug in QS8 Global Average Pooling by Marat Dukhan · 3 years, 9 months ago
  31. ac5f160 SSE2 Sigmoid evaluation stubs using Newton-Raphson reciprocal by Marat Dukhan · 3 years, 9 months ago
  32. 36173d2 Evaluation stubs for gather-based AVX2/AVX512 Sigmoid by Marat Dukhan · 3 years, 9 months ago
  33. c79427c Avoid batch-replication of indirection buffer in DW Conv and Avg Pooling by Marat Dukhan · 3 years, 9 months ago
  34. dc2b29c AVX float32 sigmoid ukernels. by T.J. Alumbaugh · 3 years, 9 months ago
  35. 146e999 Replace QS8 4x8 with 2x8 neon microkernel. Improves performance for aarch32. by Frank Barchard · 3 years, 9 months ago
  36. f2742c4 Cortex A55r1 QS8 GEMM microkernel by Frank Barchard · 3 years, 9 months ago
  37. 0797eb1 Rename QS8 assembly GEMM kernels to ld64 by Frank Barchard · 3 years, 9 months ago
  38. ab8c4c8 Add basic unit tests for graph rewriting procedure by XNNPACK Team · 3 years, 9 months ago
  39. f1fd89e 1x16 QS8 GEMM AARCH64 assembly microkernel using dot product. by Frank Barchard · 3 years, 9 months ago
  40. 31bb45b 4x16 QS8 GEMM AARCH64 assembly microkernel using dot product. by Frank Barchard · 3 years, 9 months ago
  41. a48848f 4x8, 6x8 and 8x16 Neon dot product GEMM microkernels by Frank Barchard · 3 years, 10 months ago
  42. 2e4727b AVX versions of Sigmoid evaluation stubs by Marat Dukhan · 3 years, 10 months ago
  43. d9ca7e6 AVX512F versions of Sigmoid microkernel by Marat Dukhan · 3 years, 10 months ago
  44. 6a34c5f Refactor AVX512F Sigmoid evaluation stubs by Marat Dukhan · 3 years, 10 months ago
  45. 2fa1745 6x16 QS8 GEMM for Neon dot product by Frank Barchard · 3 years, 10 months ago
  46. 80a8ac5 AVX512F LUT-based with SCALEF Exp evaluation stubs by Marat Dukhan · 3 years, 10 months ago
  47. d08abcb AVX Exp evaluation stub by Marat Dukhan · 3 years, 10 months ago
  48. 8e17294 LUT-based SSE2 Exp evaluation stub by Marat Dukhan · 3 years, 10 months ago
  49. 47ffc41 AVX512F Sigmoid evaluation stubs by Marat Dukhan · 3 years, 10 months ago
  50. d243c1a LUT-based SSE Sigmoid microkernels by Marat Dukhan · 3 years, 10 months ago
  51. f8475d6 SSE2 version of LUT64 Sigmoid evaluation stub by Marat Dukhan · 3 years, 10 months ago
  52. a96948e FP16 HardSwish operator by Frank Barchard · 3 years, 10 months ago
  53. d4c8303 Enable NEON DOT QS8 [I]GEMM microkernels on ARM64 by Marat Dukhan · 3 years, 10 months ago
  54. 0ea6a77 FP16 binary multiply operator by Frank Barchard · 3 years, 10 months ago
  55. e6dc0b6 AVX2 versions of QS8 VADD[C] microkernels by Marat Dukhan · 3 years, 10 months ago
  56. bb9225e SSE4.1 and XOP versions of MUL32 VADD[C] microkernels by Marat Dukhan · 3 years, 10 months ago
  57. 2ffc5e6 AVX512 versions of QS8 DWCONV microkernels by Marat Dukhan · 3 years, 10 months ago
  58. ff20948 QS8 version of ND ADD operator by Marat Dukhan · 3 years, 10 months ago
  59. 5df27f8 WAsm SIMD versions of QS8 VADD[C] microkernels by Marat Dukhan · 3 years, 10 months ago
  60. ba7b279 NEON variants of QS8 VADD[C] microkernels by Marat Dukhan · 3 years, 10 months ago
  61. 9c7308f vbinary microkernels unrolled to x8 for scalar and web assembly and x16 web assembly simd by Frank Barchard · 3 years, 11 months ago
  62. 37297a6 F32-RELU unrolled more for improved performance on Web Assembly by Frank Barchard · 3 years, 11 months ago
  63. c2146cc Added support for specialized batch_size == 1 convolutions. by Fabio Riccardi · 3 years, 11 months ago
  64. 62d752e Function macro for WASM assembly by Frank Barchard · 3 years, 11 months ago
  65. 9f5ccb3 f32 relu microkernel WASM assembly x2 and x4 unrolled loops by Frank Barchard · 3 years, 11 months ago
  66. a05487f Add xnn_qs8_igemm_minmax_ukernel_${MR}x${NR}c4__neondot (ARMv8.2+dotprod). by Benoit Jacob · 4 years ago
  67. a964473 Add xnn_qs8_gemm_minmax_ukernel_${MR}x${NR}c4__neondot (ARMv8.2+dotprod). by Benoit Jacob · 4 years ago
  68. d91624e f32 relu microkernel WASM assembly optimized implementation by Frank Barchard · 4 years ago
  69. 2a18f7e Polyfill _mm512_set_epi8 for older gcc by Marat Dukhan · 4 years ago
  70. 0270d9f QS8 VADDC microkernels in SSE2 and SSE4.1 implementations by Marat Dukhan · 4 years ago
  71. 281262d NEON variant of QS8 GAVGPOOL microkernel by Marat Dukhan · 4 years ago
  72. 023bcf9 NEON variant of QS8 DWCONV microkernels by Marat Dukhan · 4 years ago
  73. d9f3ad4 QS8 ADD microkernels in SSE2 and SSE4.1 implementations by Marat Dukhan · 4 years ago
  74. bb00b1d AVX512 variants of QS8 GEMM and IGEMM microkernels by Marat Dukhan · 4 years ago
  75. f124e88 Polyfill _mm_loadu_si32 and _mm_storeu_si32 intrinsics by Marat Dukhan · 4 years ago
  76. 4de076d Fix xnn_update_qs8_avgpool_params on WAsm SIMD by Marat Dukhan · 4 years ago
  77. 674778d Add binary op microkernels with RELU activation by Frank Barchard · 4 years ago
  78. c15aa4e Remove XOP variants of QS8 DWCONV by Marat Dukhan · 4 years ago
  79. b33fc0e Add xnn_q{u,s}8_gemm_minmax_ukernel_MRxNRc4__scalar by Benoit Jacob · 4 years ago
  80. 9e0b539 QS8 variant of NWC Global Average Pooling operator by Marat Dukhan · 4 years ago
  81. 4013552 AVX2 versions of QS8 DWCONV microkernels using 16-bit multiplication by Marat Dukhan · 4 years ago
  82. 54e95a0 Unify implementation of NWC Global Average Pooling across data types by Marat Dukhan · 4 years ago
  83. ef45180 Unipass QS8 GAVGPOOL microkernel in WAsm SIMD implementation by Marat Dukhan · 4 years ago
  84. 159688f Multipass QS8 GAVGPOOL microkernels in SSE2/SSSE3/SSE4.1 implementations by Marat Dukhan · 4 years ago
  85. 4ed53f4 Unipass QS8 GAVGPOOL microkernels in SSE2/SSSE3/SSE4.1 implementations by Marat Dukhan · 4 years ago
  86. 07e5040 Initialize QS8 microkernels for WAsm SIMD by Marat Dukhan · 4 years ago
  87. cc8f34c WAsm SIMD variants of QS8 DWCONV microkernels by Marat Dukhan · 4 years ago
  88. 27203da WAsm SIMD versions of QS8 GEMM and IGEMM microkernels by Marat Dukhan · 4 years ago
  89. d65a152 AVX2 versions of QS8 DWCONV microkernels by Marat Dukhan · 4 years ago
  90. 16f1e1a QS8 version of NHWC Convolution operator by Marat Dukhan · 4 years ago
  91. 548e830 Fix NCW Global Average Pooling on WAsm SIMD by Marat Dukhan · 4 years ago
  92. f62bbdc SSE2/SSSE3/SSE4.1/XOP implementation of QS8 DWCONV microkernels by Marat Dukhan · 4 years ago
  93. 40bbafe NEON variants of QS8 GEMM & IGEMM microkernels by Marat Dukhan · 4 years ago
  94. 22de5e7 WAsm SIMD implementation of QU8 Q31 requantization by Marat Dukhan · 4 years ago
  95. 683fab3 XW (eXtended Weights) optimization for QS8 GEMM microkernel by Marat Dukhan · 4 years ago
  96. 138560c WAsm SIMD version of QS8 requantization stub by Marat Dukhan · 4 years ago
  97. e7edc80 Add 3x4c8 variants of SSE2/SSSE3/SSE4.1/XOP GEMM/IGEMM microkernels by Marat Dukhan · 4 years ago
  98. 1280952 AVX2 version of QS8 GEMM and IGEMM microkernels by Marat Dukhan · 4 years ago
  99. 1566fee XOP versions of QS8 GEMM/IGEMM microkernels by Marat Dukhan · 4 years ago
  100. 07bd252 QS8 IGEMM MRx4c8 SSE2/SSSE3/SSE4.1 microkernels by Marat Dukhan · 4 years ago