NVIDIA GH200 Compilers

Clang and GCC benchmarks by Michael Larabel for a future article. ARMv8 Neoverse-V2 testing with a Quanta Cloud QuantaGrid S74G-2U 1S7GZ9Z0000 S7G MB (CG1) (3A06 BIOS) and ASPEED on Ubuntu 23.10 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2402098-NE-NVIDIAGH291
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GCC 13
February 09
  2 Hours, 27 Minutes
Clang 17
February 09
  2 Hours, 31 Minutes
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NVIDIA GH200 Compilers Clang and GCC benchmarks by Michael Larabel for a future article. ARMv8 Neoverse-V2 testing with a Quanta Cloud QuantaGrid S74G-2U 1S7GZ9Z0000 S7G MB (CG1) (3A06 BIOS) and ASPEED on Ubuntu 23.10 via the Phoronix Test Suite. GCC 13: Processor: ARMv8 Neoverse-V2 @ 3.39GHz (72 Cores), Motherboard: Quanta Cloud QuantaGrid S74G-2U 1S7GZ9Z0000 S7G MB (CG1) (3A06 BIOS), Memory: 1 x 480GB DRAM-6400MT/s, Disk: 960GB SAMSUNG MZ1L2960HCJR-00A07 + 1920GB SAMSUNG MZTL21T9, Graphics: ASPEED, Network: 2 x Mellanox MT2910 + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 23.10, Kernel: 6.8.0-060800rc3daily20240208-generic-64k (aarch64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1200 Clang 17: Processor: ARMv8 Neoverse-V2 @ 3.39GHz (72 Cores), Motherboard: Quanta Cloud QuantaGrid S74G-2U 1S7GZ9Z0000 S7G MB (CG1) (3A06 BIOS), Memory: 1 x 480GB DRAM-6400MT/s, Disk: 960GB SAMSUNG MZ1L2960HCJR-00A07 + 1920GB SAMSUNG MZTL21T9, Graphics: ASPEED, Network: 2 x Mellanox MT2910 + 2 x QLogic FastLinQ QL41000 10/25/40/50GbE OS: Ubuntu 23.10, Kernel: 6.8.0-060800rc3daily20240208-generic-64k (aarch64), Compiler: Clang 17.0.2, File-System: ext4, Screen Resolution: 1920x1200 C-Ray 1.1 Total Time - 4K, 16 Rays Per Pixel Seconds < Lower Is Better GCC 13 ... 6.006 |====================================================== Clang 17 . 6.749 |============================================================= FLAC Audio Encoding 1.4 WAV To FLAC Seconds < Lower Is Better GCC 13 ... 16.87 |============================================================= Clang 17 . 16.08 |========================================================== GraphicsMagick 1.3.38 Operation: Swirl Iterations Per Minute > Higher Is Better GCC 13 ... 3672 |============================================================= Clang 17 . 3748 |============================================================== GraphicsMagick 1.3.38 Operation: Rotate Iterations Per Minute > Higher Is Better GCC 13 ... 1764 |============================================================ Clang 17 . 1820 |============================================================== GraphicsMagick 1.3.38 Operation: Sharpen Iterations Per Minute > Higher Is Better GCC 13 ... 882 |=============================== Clang 17 . 1761 |============================================================== GraphicsMagick 1.3.38 Operation: Enhanced Iterations Per Minute > Higher Is Better GCC 13 ... 2170 |============================================================== Clang 17 . 1542 |============================================ GraphicsMagick 1.3.38 Operation: Resizing Iterations Per Minute > Higher Is Better GCC 13 ... 8044 |============================================================== Clang 17 . 7919 |============================================================= GraphicsMagick 1.3.38 Operation: Noise-Gaussian Iterations Per Minute > Higher Is Better GCC 13 ... 1920 |============================================================== Clang 17 . 1440 |=============================================== GraphicsMagick 1.3.38 Operation: HWB Color Space Iterations Per Minute > Higher Is Better GCC 13 ... 4731 |============================================================== Clang 17 . 4360 |========================================================= Helsing 1.0-beta Digit Range: 14 digit Seconds < Lower Is Better GCC 13 ... 68.10 |================================================= Clang 17 . 84.33 |============================================================= LAME MP3 Encoding 3.100 WAV To MP3 Seconds < Lower Is Better GCC 13 ... 5.474 |===================================================== Clang 17 . 6.287 |============================================================= LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: 20k Atoms ns/day > Higher Is Better GCC 13 ... 48.23 |=========================================================== Clang 17 . 49.52 |============================================================= LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: Rhodopsin Protein ns/day > Higher Is Better GCC 13 ... 55.36 |============================================================ Clang 17 . 56.34 |============================================================= libavif avifenc 1.0 Encoder Speed: 0 Seconds < Lower Is Better GCC 13 ... 109.67 |====================================================== Clang 17 . 122.87 |============================================================ libavif avifenc 1.0 Encoder Speed: 2 Seconds < Lower Is Better GCC 13 ... 67.07 |==================================================== Clang 17 . 79.37 |============================================================= libavif avifenc 1.0 Encoder Speed: 6, Lossless Seconds < Lower Is Better GCC 13 ... 3.754 |============================================================= Clang 17 . 3.717 |============================================================ libavif avifenc 1.0 Encoder Speed: 10, Lossless Seconds < Lower Is Better GCC 13 ... 2.851 |============================================================= Clang 17 . 2.871 |============================================================= Liquid-DSP 1.6 Threads: 1 - Buffer Length: 256 - Filter Length: 32 samples/s > Higher Is Better GCC 13 ... 45523000 |====================================== Clang 17 . 68921000 |========================================================== Liquid-DSP 1.6 Threads: 1 - Buffer Length: 256 - Filter Length: 57 samples/s > Higher Is Better GCC 13 ... 26470667 |========================================== Clang 17 . 36488333 |========================================================== Liquid-DSP 1.6 Threads: 1 - Buffer Length: 256 - Filter Length: 512 samples/s > Higher Is Better GCC 13 ... 3194567 |======================================================= Clang 17 . 3414867 |=========================================================== Liquid-DSP 1.6 Threads: 32 - Buffer Length: 256 - Filter Length: 32 samples/s > Higher Is Better GCC 13 ... 1362833333 |===================================== Clang 17 . 2066233333 |======================================================== Liquid-DSP 1.6 Threads: 32 - Buffer Length: 256 - Filter Length: 57 samples/s > Higher Is Better GCC 13 ... 795033333 |========================================= Clang 17 . 1096366667 |======================================================== Liquid-DSP 1.6 Threads: 64 - Buffer Length: 256 - Filter Length: 32 samples/s > Higher Is Better GCC 13 ... 2671533333 |===================================== Clang 17 . 4032833333 |======================================================== Liquid-DSP 1.6 Threads: 64 - Buffer Length: 256 - Filter Length: 57 samples/s > Higher Is Better GCC 13 ... 1587900000 |========================================= Clang 17 . 2182700000 |======================================================== Liquid-DSP 1.6 Threads: 72 - Buffer Length: 256 - Filter Length: 32 samples/s > Higher Is Better GCC 13 ... 2952333333 |====================================== Clang 17 . 4386000000 |======================================================== Liquid-DSP 1.6 Threads: 72 - Buffer Length: 256 - Filter Length: 57 samples/s > Higher Is Better GCC 13 ... 1767800000 |========================================= Clang 17 . 2406400000 |======================================================== Liquid-DSP 1.6 Threads: 32 - Buffer Length: 256 - Filter Length: 512 samples/s > Higher Is Better GCC 13 ... 95931000 |===================================================== Clang 17 . 102853333 |========================================================= Liquid-DSP 1.6 Threads: 64 - Buffer Length: 256 - Filter Length: 512 samples/s > Higher Is Better GCC 13 ... 191886667 |===================================================== Clang 17 . 206270000 |========================================================= Liquid-DSP 1.6 Threads: 72 - Buffer Length: 256 - Filter Length: 512 samples/s > Higher Is Better GCC 13 ... 215500000 |===================================================== Clang 17 . 231370000 |========================================================= LULESH 2.0.3 z/s > Higher Is Better GCC 13 ... 48090.64 |========================================================== Clang 17 . 47590.09 |========================================================= miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 GFInst/s > Higher Is Better GCC 13 ... 1193.88 |============================================= Clang 17 . 1551.88 |=========================================================== miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 Billion Interactions/s > Higher Is Better GCC 13 ... 47.76 |=============================================== Clang 17 . 62.08 |============================================================= miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM2 GFInst/s > Higher Is Better GCC 13 ... 1201.03 |============================================== Clang 17 . 1524.47 |=========================================================== miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM2 Billion Interactions/s > Higher Is Better GCC 13 ... 48.04 |================================================ Clang 17 . 60.98 |============================================================= Opus Codec Encoding 1.4 WAV To Opus Encode Seconds < Lower Is Better GCC 13 ... 33.04 |============================================================= Clang 17 . 31.42 |========================================================== Primesieve 8.0 Length: 1e12 Seconds < Lower Is Better GCC 13 ... 2.891 |============================================================ Clang 17 . 2.929 |============================================================= Primesieve 8.0 Length: 1e13 Seconds < Lower Is Better GCC 13 ... 35.19 |============================================================ Clang 17 . 35.60 |============================================================= QuantLib 1.32 Configuration: Multi-Threaded MFLOPS > Higher Is Better GCC 13 ... 232068.2 |====================================================== Clang 17 . 249451.3 |========================================================== QuantLib 1.32 Configuration: Single-Threaded MFLOPS > Higher Is Better GCC 13 ... 3456.0 |======================================================= Clang 17 . 3740.4 |============================================================ SecureMark 1.0.4 Benchmark: SecureMark-TLS marks > Higher Is Better GCC 13 ... 265718 |============================================================ Clang 17 . 267498 |============================================================ Stress-NG 0.16.04 Test: CPU Cache Bogo Ops/s > Higher Is Better GCC 13 ... 949580.78 |========================================================= Clang 17 . 932492.75 |======================================================== Stress-NG 0.16.04 Test: Matrix Math Bogo Ops/s > Higher Is Better GCC 13 ... 515044.15 |===================================================== Clang 17 . 550915.68 |========================================================= Stress-NG 0.16.04 Test: Vector Math Bogo Ops/s > Higher Is Better GCC 13 ... 387369.41 |================================================= Clang 17 . 450187.94 |========================================================= Stress-NG 0.16.04 Test: Floating Point Bogo Ops/s > Higher Is Better GCC 13 ... 19830.04 |========================================================== Clang 17 . 19566.28 |========================================================= Stress-NG 0.16.04 Test: Vector Shuffle Bogo Ops/s > Higher Is Better GCC 13 ... 71014.33 |========================================================== Stress-NG 0.16.04 Test: Fused Multiply-Add Bogo Ops/s > Higher Is Better GCC 13 ... 161511818.72 |====================================================== Clang 17 . 157339813.59 |===================================================== Stress-NG 0.16.04 Test: Vector Floating Point Bogo Ops/s > Higher Is Better GCC 13 ... 83730.08 |================================== Clang 17 . 141522.24 |========================================================= TSCP 1.81 AI Chess Performance Nodes Per Second > Higher Is Better GCC 13 ... 2078407 |======================================================= Clang 17 . 2248073 |=========================================================== WebP Image Encode 1.2.4 Encode Settings: Default MP/s > Higher Is Better GCC 13 ... 13.95 |======================================================= Clang 17 . 15.42 |============================================================= WebP Image Encode 1.2.4 Encode Settings: Quality 100 MP/s > Higher Is Better GCC 13 ... 9.44 |========================================================= Clang 17 . 10.19 |============================================================= WebP Image Encode 1.2.4 Encode Settings: Quality 100, Lossless MP/s > Higher Is Better GCC 13 ... 1.28 |============================================================= Clang 17 . 1.31 |============================================================== WebP Image Encode 1.2.4 Encode Settings: Quality 100, Highest Compression MP/s > Higher Is Better GCC 13 ... 3.86 |=================================================== Clang 17 . 4.66 |============================================================== WebP Image Encode 1.2.4 Encode Settings: Quality 100, Lossless, Highest Compression MP/s > Higher Is Better GCC 13 ... 0.52 |========================================================== Clang 17 . 0.56 |============================================================== Zstd Compression 1.5.4 Compression Level: 19 - Compression Speed MB/s > Higher Is Better GCC 13 ... 14.7 |============================================================= Clang 17 . 14.9 |============================================================== Zstd Compression 1.5.4 Compression Level: 19 - Decompression Speed MB/s > Higher Is Better GCC 13 ... 1237.4 |============================================================ Clang 17 . 1031.1 |================================================== Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better GCC 13 ... 8.57 |============================================================= Clang 17 . 8.70 |============================================================== Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better GCC 13 ... 1283.6 |============================================================ Clang 17 . 1094.4 |===================================================