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Benchmarks 2024 11 26 TVM GCC O3 spike_rv32

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GitHub Action edited this page Nov 26, 2024 · 1 revision

Setup

Simulator

  • Spike (riscv-isa-sim ) (ISS, CPI=1)
    • Spike : eb0a3e2b0a7c57522928be39de95cd9f8c6dc636
    • Spike PK : fix-gcc14-rvv

Toolchains

Models

Frameworks

  • MLonMCU : develop

  • TVM : Nightly Pre-Build

Miscellaneous

  • Used -Os flag for compilation.
  • Benchmarks generated using MLonMCU deployment tool with minimal efforts.
  • Memory metrics are reported in Bytes

Results (Framework: tvm, Backend: tvmaot, Toolchain: gcc, Flags: -O3, Target: spike_rv32 )

Audio Wake Words (aww)

Cycles (Speedup) Total ROM (rel.) Total RAM (rel.) VLEN Layout Kernels Mode Arch Unroll Auto-Vectorization
13829484.0
( 1.2x )		 132180
( 1.326 )		 59468
( 3.094 )		 0 NCHW TVM Fallback RV32GC 0 -
21354724.0
( 0.7x )		 105244
( 1.056 )		 59468
( 3.094 )		 0 NHWC TVM Fallback RV32GC 0 -
10452964.0
( 1.5x )		 152812
( 1.533 )		 59468
( 3.094 )		 128 NCHW TVM Fallback RV32GCV 0 Loop+SLP
10653651.0
( 1.5x )		 157718
( 1.582 )		 59484
( 3.095 )		 256 NCHW TVM Fallback RV32GCV 0 Loop+SLP
8939158.0
( 1.8x )		 150606
( 1.511 )		 59468
( 3.094 )		 512 NCHW TVM Fallback RV32GCV 0 Loop+SLP
8349086.0
( 1.9x )		 147664
( 1.481 )		 59468
( 3.094 )		 1024 NCHW TVM Fallback RV32GCV 0 Loop+SLP
8475030.0
( 1.9x )		 146432
( 1.469 )		 59468
( 3.094 )		 2048 NCHW TVM Fallback RV32GCV 0 Loop+SLP
8480250.0
( 1.9x )		 146558
( 1.47 )		 59468
( 3.094 )		 4096 NCHW TVM Fallback RV32GCV 0 Loop+SLP
8550324.0
( 1.9x )		 114700
( 1.151 )		 59468
( 3.094 )		 128 NHWC TVM Fallback RV32GCV 0 Loop+SLP
5555121.0
( 2.9x )		 119962
( 1.203 )		 59468
( 3.094 )		 256 NHWC TVM Fallback RV32GCV 0 Loop+SLP
4045999.0
( 3.9x )		 113050
( 1.134 )		 59468
( 3.094 )		 512 NHWC TVM Fallback RV32GCV 0 Loop+SLP
3216546.0
( 5.0x )		 110862
( 1.112 )		 59468
( 3.094 )		 1024 NHWC TVM Fallback RV32GCV 0 Loop+SLP
2814585.0
( 5.7x )		 107222
( 1.076 )		 59468
( 3.094 )		 2048 NHWC TVM Fallback RV32GCV 0 Loop+SLP
2813399.0
( 5.7x )		 107360
( 1.077 )		 59468
( 3.094 )		 4096 NHWC TVM Fallback RV32GCV 0 Loop+SLP
15976699.0
( Base )		 99684
( Base )		 19220
( Base )		 0 NHWC muRISCV-NN Scalar RV32GC 0 -
15557068.0
( 1.0x )		 96978
( 0.973 )		 23684
( 1.232 )		 0 NHWC muRISCV-NN Vector (Portable) RV32GC 0 -
8793282.0
( 1.8x )		 117028
( 1.174 )		 19228
( 1.0 )		 128 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
8485524.0
( 1.9x )		 113662
( 1.14 )		 19228
( 1.0 )		 256 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
8285069.0
( 1.9x )		 114616
( 1.15 )		 19228
( 1.0 )		 512 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
8063394.0
( 2.0x )		 115918
( 1.163 )		 19228
( 1.0 )		 1024 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
7529957.0
( 2.1x )		 118194
( 1.186 )		 19228
( 1.0 )		 2048 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
7373350.0
( 2.2x )		 121742
( 1.221 )		 19228
( 1.0 )		 4096 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
9193458.0
( 1.7x )		 102278
( 1.026 )		 23684
( 1.232 )		 128 NHWC muRISCV-NN Vector RV32GCV 0 -
6916098.0
( 2.3x )		 102294
( 1.026 )		 23684
( 1.232 )		 256 NHWC muRISCV-NN Vector RV32GCV 0 -
5689145.0
( 2.8x )		 102290
( 1.026 )		 23684
( 1.232 )		 512 NHWC muRISCV-NN Vector RV32GCV 0 -
5654570.0
( 2.8x )		 102280
( 1.026 )		 23684
( 1.232 )		 1024 NHWC muRISCV-NN Vector RV32GCV 0 -
5654574.0
( 2.8x )		 102290
( 1.026 )		 23684
( 1.232 )		 2048 NHWC muRISCV-NN Vector RV32GCV 0 -
5661350.0
( 2.8x )		 102276
( 1.026 )		 23684
( 1.232 )		 4096 NHWC muRISCV-NN Vector RV32GCV 0 -
7565503.0
( 2.1x )		 114626
( 1.15 )		 23692
( 1.233 )		 128 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
6980107.0
( 2.3x )		 111236
( 1.116 )		 23692
( 1.233 )		 256 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
6502940.0
( 2.5x )		 112196
( 1.126 )		 23692
( 1.233 )		 512 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
6286403.0
( 2.5x )		 113478
( 1.138 )		 23692
( 1.233 )		 1024 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
5742679.0
( 2.8x )		 115762
( 1.161 )		 23692
( 1.233 )		 2048 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
5582294.0
( 2.9x )		 119328
( 1.197 )		 23692
( 1.233 )		 4096 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP

Image Classification (resnet)

Cycles (Speedup) Total ROM (rel.) Total RAM (rel.) VLEN Layout Kernels Mode Arch Unroll Auto-Vectorization
57144377.0
( 1.0x )		 231668
( 1.609 )		 108380
( 1.952 )		 0 NCHW TVM Fallback RV32GC 0 -
77301599.0
( 0.7x )		 212928
( 1.479 )		 108380
( 1.952 )		 0 NHWC TVM Fallback RV32GC 0 -
31570026.0
( 1.7x )		 245586
( 1.705 )		 108380
( 1.952 )		 128 NCHW TVM Fallback RV32GCV 0 Loop+SLP
34099874.0
( 1.6x )		 244522
( 1.698 )		 108396
( 1.952 )		 256 NCHW TVM Fallback RV32GCV 0 Loop+SLP
28617281.0
( 1.9x )		 243388
( 1.69 )		 108380
( 1.952 )		 512 NCHW TVM Fallback RV32GCV 0 Loop+SLP
29299945.0
( 1.9x )		 238224
( 1.654 )		 108380
( 1.952 )		 1024 NCHW TVM Fallback RV32GCV 0 Loop+SLP
29645069.0
( 1.8x )		 235104
( 1.633 )		 108380
( 1.952 )		 2048 NCHW TVM Fallback RV32GCV 0 Loop+SLP
29643720.0
( 1.8x )		 235304
( 1.634 )		 108380
( 1.952 )		 4096 NCHW TVM Fallback RV32GCV 0 Loop+SLP
48362805.0
( 1.1x )		 214740
( 1.491 )		 108380
( 1.952 )		 128 NHWC TVM Fallback RV32GCV 0 Loop+SLP
24598960.0
( 2.2x )		 216628
( 1.504 )		 108380
( 1.952 )		 256 NHWC TVM Fallback RV32GCV 0 Loop+SLP
17730864.0
( 3.1x )		 218674
( 1.519 )		 108380
( 1.952 )		 512 NHWC TVM Fallback RV32GCV 0 Loop+SLP
31473554.0
( 1.7x )		 216422
( 1.503 )		 108380
( 1.952 )		 1024 NHWC TVM Fallback RV32GCV 0 Loop+SLP
50344083.0
( 1.1x )		 214628
( 1.49 )		 108380
( 1.952 )		 2048 NHWC TVM Fallback RV32GCV 0 Loop+SLP
75032772.0
( 0.7x )		 213414
( 1.482 )		 108380
( 1.952 )		 4096 NHWC TVM Fallback RV32GCV 0 Loop+SLP
54563870.0
( Base )		 144004
( Base )		 55524
( Base )		 0 NHWC muRISCV-NN Scalar RV32GC 0 -
72406673.0
( 0.8x )		 143244
( 0.995 )		 55524
( 1.0 )		 0 NHWC muRISCV-NN Vector (Portable) RV32GC 0 -
18036500.0
( 3.0x )		 161952
( 1.125 )		 55532
( 1.0 )		 128 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
11522854.0
( 4.7x )		 158212
( 1.099 )		 55532
( 1.0 )		 256 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
8327839.0
( 6.6x )		 158950
( 1.104 )		 55532
( 1.0 )		 512 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
6837552.0
( 8.0x )		 158950
( 1.104 )		 55532
( 1.0 )		 1024 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
6158252.0
( 8.9x )		 158938
( 1.104 )		 55532
( 1.0 )		 2048 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
5828014.0
( 9.4x )		 158942
( 1.104 )		 55532
( 1.0 )		 4096 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
32179639.0
( 1.7x )		 150442
( 1.045 )		 55524
( 1.0 )		 128 NHWC muRISCV-NN Vector RV32GCV 0 -
19775654.0
( 2.8x )		 150464
( 1.045 )		 55524
( 1.0 )		 256 NHWC muRISCV-NN Vector RV32GCV 0 -
14149146.0
( 3.9x )		 150480
( 1.045 )		 55524
( 1.0 )		 512 NHWC muRISCV-NN Vector RV32GCV 0 -
11407527.0
( 4.8x )		 150464
( 1.045 )		 55524
( 1.0 )		 1024 NHWC muRISCV-NN Vector RV32GCV 0 -
9231182.0
( 5.9x )		 150464
( 1.045 )		 55524
( 1.0 )		 2048 NHWC muRISCV-NN Vector RV32GCV 0 -
8651039.0
( 6.3x )		 150466
( 1.045 )		 55524
( 1.0 )		 4096 NHWC muRISCV-NN Vector RV32GCV 0 -
29180182.0
( 1.9x )		 161130
( 1.119 )		 55532
( 1.0 )		 128 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
17082296.0
( 3.2x )		 157382
( 1.093 )		 55532
( 1.0 )		 256 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
10966097.0
( 5.0x )		 158090
( 1.098 )		 55532
( 1.0 )		 512 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
8097771.0
( 6.7x )		 158120
( 1.098 )		 55532
( 1.0 )		 1024 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
6788725.0
( 8.0x )		 158126
( 1.098 )		 55532
( 1.0 )		 2048 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
6151280.0
( 8.9x )		 158108
( 1.098 )		 55532
( 1.0 )		 4096 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP

Anomaly Detection (toycar)

Cycles (Speedup) Total ROM (rel.) Total RAM (rel.) VLEN Layout Kernels Mode Arch Unroll Auto-Vectorization
1639125.0
( 1.0x )		 588258
( 1.856 )		 5556
( 1.168 )		 0 NCHW TVM Fallback RV32GC 0 -
1639125.0
( 1.0x )		 588258
( 1.856 )		 5556
( 1.168 )		 0 NHWC TVM Fallback RV32GC 0 -
883810.0
( 1.9x )		 598822
( 1.889 )		 5556
( 1.168 )		 128 NCHW TVM Fallback RV32GCV 0 Loop+SLP
786984.0
( 2.1x )		 596658
( 1.883 )		 5556
( 1.168 )		 256 NCHW TVM Fallback RV32GCV 0 Loop+SLP
738723.0
( 2.3x )		 593410
( 1.872 )		 5556
( 1.168 )		 512 NCHW TVM Fallback RV32GCV 0 Loop+SLP
951135.0
( 1.8x )		 629770
( 1.987 )		 5556
( 1.168 )		 1024 NCHW TVM Fallback RV32GCV 0 Loop+SLP
753529.0
( 2.2x )		 600590
( 1.895 )		 5556
( 1.168 )		 2048 NCHW TVM Fallback RV32GCV 0 Loop+SLP
769530.0
( 2.2x )		 603310
( 1.904 )		 5556
( 1.168 )		 4096 NCHW TVM Fallback RV32GCV 0 Loop+SLP
883810.0
( 1.9x )		 598822
( 1.889 )		 5556
( 1.168 )		 128 NHWC TVM Fallback RV32GCV 0 Loop+SLP
786984.0
( 2.1x )		 596658
( 1.883 )		 5556
( 1.168 )		 256 NHWC TVM Fallback RV32GCV 0 Loop+SLP
738723.0
( 2.3x )		 593410
( 1.872 )		 5556
( 1.168 )		 512 NHWC TVM Fallback RV32GCV 0 Loop+SLP
951135.0
( 1.8x )		 629770
( 1.987 )		 5556
( 1.168 )		 1024 NHWC TVM Fallback RV32GCV 0 Loop+SLP
753529.0
( 2.2x )		 600590
( 1.895 )		 5556
( 1.168 )		 2048 NHWC TVM Fallback RV32GCV 0 Loop+SLP
769530.0
( 2.2x )		 603310
( 1.904 )		 5556
( 1.168 )		 4096 NHWC TVM Fallback RV32GCV 0 Loop+SLP
1681424.0
( Base )		 316938
( Base )		 4756
( Base )		 0 NHWC muRISCV-NN Scalar RV32GC 0 -
1681425.0
( 1.0x )		 316948
( 1.0 )		 4756
( 1.0 )		 0 NHWC muRISCV-NN Vector (Portable) RV32GC 0 -
769281.0
( 2.2x )		 317798
( 1.003 )		 4756
( 1.0 )		 128 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
587485.0
( 2.9x )		 317798
( 1.003 )		 4756
( 1.0 )		 256 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
496867.0
( 3.4x )		 317898
( 1.003 )		 4756
( 1.0 )		 512 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
451629.0
( 3.7x )		 317814
( 1.003 )		 4756
( 1.0 )		 1024 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
429019.0
( 3.9x )		 317796
( 1.003 )		 4756
( 1.0 )		 2048 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
417713.0
( 4.0x )		 317778
( 1.003 )		 4756
( 1.0 )		 4096 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
940667.0
( 1.8x )		 319294
( 1.007 )		 4756
( 1.0 )		 128 NHWC muRISCV-NN Vector RV32GCV 0 -
692837.0
( 2.4x )		 319296
( 1.007 )		 4756
( 1.0 )		 256 NHWC muRISCV-NN Vector RV32GCV 0 -
568925.0
( 3.0x )		 319300
( 1.007 )		 4756
( 1.0 )		 512 NHWC muRISCV-NN Vector RV32GCV 0 -
507600.0
( 3.3x )		 319300
( 1.007 )		 4756
( 1.0 )		 1024 NHWC muRISCV-NN Vector RV32GCV 0 -
503282.0
( 3.3x )		 319300
( 1.007 )		 4756
( 1.0 )		 2048 NHWC muRISCV-NN Vector RV32GCV 0 -
502735.0
( 3.3x )		 319290
( 1.007 )		 4756
( 1.0 )		 4096 NHWC muRISCV-NN Vector RV32GCV 0 -
769279.0
( 2.2x )		 317798
( 1.003 )		 4756
( 1.0 )		 128 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
587487.0
( 2.9x )		 317796
( 1.003 )		 4756
( 1.0 )		 256 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
496871.0
( 3.4x )		 317902
( 1.003 )		 4756
( 1.0 )		 512 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
451628.0
( 3.7x )		 317814
( 1.003 )		 4756
( 1.0 )		 1024 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
429022.0
( 3.9x )		 317804
( 1.003 )		 4756
( 1.0 )		 2048 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
417711.0
( 4.0x )		 317778
( 1.003 )		 4756
( 1.0 )		 4096 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP

Visual Wake Words (vww)

Cycles (Speedup) Total ROM (rel.) Total RAM (rel.) VLEN Layout Kernels Mode Arch Unroll Auto-Vectorization
41222320.0
( 1.1x )		 599440
( 1.803 )		 180976
( 2.113 )		 0 NCHW TVM Fallback RV32GC 0 -
59262507.0
( 0.8x )		 529628
( 1.593 )		 180976
( 2.113 )		 0 NHWC TVM Fallback RV32GC 0 -
26240870.0
( 1.7x )		 658454
( 1.981 )		 180976
( 2.113 )		 128 NCHW TVM Fallback RV32GCV 0 Loop+SLP
28421481.0
( 1.6x )		 662766
( 1.994 )		 180992
( 2.113 )		 256 NCHW TVM Fallback RV32GCV 0 Loop+SLP
22852946.0
( 2.0x )		 642152
( 1.932 )		 180976
( 2.113 )		 512 NCHW TVM Fallback RV32GCV 0 Loop+SLP
24360431.0
( 1.9x )		 629318
( 1.893 )		 180976
( 2.113 )		 1024 NCHW TVM Fallback RV32GCV 0 Loop+SLP
20846784.0
( 2.2x )		 603252
( 1.815 )		 180976
( 2.113 )		 2048 NCHW TVM Fallback RV32GCV 0 Loop+SLP
20901947.0
( 2.2x )		 603116
( 1.814 )		 180976
( 2.113 )		 4096 NCHW TVM Fallback RV32GCV 0 Loop+SLP
27894732.0
( 1.6x )		 552094
( 1.661 )		 180976
( 2.113 )		 128 NHWC TVM Fallback RV32GCV 0 Loop+SLP
20313358.0
( 2.2x )		 563766
( 1.696 )		 180976
( 2.113 )		 256 NHWC TVM Fallback RV32GCV 0 Loop+SLP
16341744.0
( 2.8x )		 578608
( 1.741 )		 180976
( 2.113 )		 512 NHWC TVM Fallback RV32GCV 0 Loop+SLP
14487153.0
( 3.1x )		 560328
( 1.686 )		 180976
( 2.113 )		 1024 NHWC TVM Fallback RV32GCV 0 Loop+SLP
17565281.0
( 2.6x )		 550420
( 1.656 )		 180976
( 2.113 )		 2048 NHWC TVM Fallback RV32GCV 0 Loop+SLP
17550303.0
( 2.6x )		 552954
( 1.663 )		 180976
( 2.113 )		 4096 NHWC TVM Fallback RV32GCV 0 Loop+SLP
45360407.0
( Base )		 332432
( Base )		 85656
( Base )		 0 NHWC muRISCV-NN Scalar RV32GC 0 -
45714838.0
( 1.0x )		 329868
( 0.992 )		 85656
( 1.0 )		 0 NHWC muRISCV-NN Vector (Portable) RV32GC 0 -
25203773.0
( 1.8x )		 351376
( 1.057 )		 85664
( 1.0 )		 128 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
21133215.0
( 2.1x )		 347896
( 1.047 )		 85664
( 1.0 )		 256 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
19149722.0
( 2.4x )		 348828
( 1.049 )		 85664
( 1.0 )		 512 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
18207720.0
( 2.5x )		 350158
( 1.053 )		 85664
( 1.0 )		 1024 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
17844414.0
( 2.5x )		 352398
( 1.06 )		 85664
( 1.0 )		 2048 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
17695249.0
( 2.6x )		 355976
( 1.071 )		 85664
( 1.0 )		 4096 NHWC muRISCV-NN Scalar RV32GCV 0 Loop+SLP
25537628.0
( 1.8x )		 335194
( 1.008 )		 85656
( 1.0 )		 128 NHWC muRISCV-NN Vector RV32GCV 0 -
18650206.0
( 2.4x )		 335176
( 1.008 )		 85656
( 1.0 )		 256 NHWC muRISCV-NN Vector RV32GCV 0 -
16021981.0
( 2.8x )		 335220
( 1.008 )		 85656
( 1.0 )		 512 NHWC muRISCV-NN Vector RV32GCV 0 -
14920630.0
( 3.0x )		 335192
( 1.008 )		 85656
( 1.0 )		 1024 NHWC muRISCV-NN Vector RV32GCV 0 -
14830617.0
( 3.1x )		 335228
( 1.008 )		 85656
( 1.0 )		 2048 NHWC muRISCV-NN Vector RV32GCV 0 -
14837388.0
( 3.1x )		 335186
( 1.008 )		 85656
( 1.0 )		 4096 NHWC muRISCV-NN Vector RV32GCV 0 -
22235866.0
( 2.0x )		 349134
( 1.05 )		 85664
( 1.0 )		 128 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
17175965.0
( 2.6x )		 345594
( 1.04 )		 85664
( 1.0 )		 256 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
14280417.0
( 3.2x )		 346512
( 1.042 )		 85664
( 1.0 )		 512 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
13269285.0
( 3.4x )		 347816
( 1.046 )		 85664
( 1.0 )		 1024 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
12900842.0
( 3.5x )		 350088
( 1.053 )		 85664
( 1.0 )		 2048 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP
12765807.0
( 3.6x )		 353652
( 1.064 )		 85664
( 1.0 )		 4096 NHWC muRISCV-NN Vector (Portable) RV32GCV 0 Loop+SLP

Original data

Click here to download the raw files for this benchmark.

2024-11-26
2024-11-21
2024-11-19
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2024-06-29
2024-03-02
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2023-12-22
2024-11-26
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2024-11-18
2024-07-12
2024-06-29
2024-03-02
2024-02-26
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