System76 Thelio Astra ARM Desktop Benchmarks ARMv8 Neoverse-N1 testing with a System76 Thelio Astra (3.02 BIOS) and NVIDIA RTX A400/PCIe 4GB on Ubuntu 24.04 via the Phoronix Test Suite. Astra: Processor: ARMv8 Neoverse-N1 @ 3.00GHz (128 Cores), Motherboard: System76 Thelio Astra (3.02 BIOS), Chipset: Ampere Computing LLC Altra PCI Root Complex A, Memory: 8 x 32GB DDR4-3200MT/s Micron 18ASF4G72PDZ-3G2F1, Disk: 1024GB KINGSTON SKC3000S1024G, Graphics: NVIDIA RTX A400/PCIe 4GB, Audio: NVIDIA Device 2291, Monitor: DELL P2415Q, Network: 2 x Intel X550 + Intel I210 OS: Ubuntu 24.04, Kernel: 6.8.0-47-generic-64k (aarch64), Desktop: GNOME Shell 46.0, Display Server: X Server 1.21.1.11, Display Driver: NVIDIA 550.107.02, OpenGL: 4.6.0, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160 b: Processor: ARMv8 Neoverse-N1 @ 3.00GHz (128 Cores), Motherboard: System76 Thelio Astra (3.02 BIOS), Chipset: Ampere Computing LLC Altra PCI Root Complex A, Memory: 8 x 32GB DDR4-3200MT/s Micron 18ASF4G72PDZ-3G2F1, Disk: 1024GB KINGSTON SKC3000S1024G, Graphics: NVIDIA RTX A400/PCIe 4GB, Audio: NVIDIA Device 2291, Monitor: DELL P2415Q, Network: 2 x Intel X550 + Intel I210 OS: Ubuntu 24.04, Kernel: 6.8.0-47-generic-64k (aarch64), Desktop: GNOME Shell 46.0, Display Server: X Server 1.21.1.11, Display Driver: NVIDIA 550.107.02, OpenGL: 4.6.0, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160 c: Processor: ARMv8 Neoverse-N1 @ 3.00GHz (128 Cores), Motherboard: System76 Thelio Astra (3.02 BIOS), Chipset: Ampere Computing LLC Altra PCI Root Complex A, Memory: 8 x 32GB DDR4-3200MT/s Micron 18ASF4G72PDZ-3G2F1, Disk: 1024GB KINGSTON SKC3000S1024G, Graphics: NVIDIA RTX A400/PCIe 4GB, Audio: NVIDIA Device 2291, Monitor: DELL P2415Q, Network: 2 x Intel X550 + Intel I210 OS: Ubuntu 24.04, Kernel: 6.8.0-47-generic-64k (aarch64), Desktop: GNOME Shell 46.0, Display Server: X Server 1.21.1.11, Display Driver: NVIDIA 550.107.02, OpenGL: 4.6.0, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 3840x2160 x265 Video Input: Bosphorus 1080p Frames Per Second > Higher Is Better Astra . 7.71 |================================================================= b ..... 7.68 |================================================================ c ..... 7.75 |================================================================= Glibc Benchmarks 2.39 Benchmark: cos ns < Lower Is Better Astra . 30.18 |================================================================ b ..... 30.14 |================================================================ c ..... 30.16 |================================================================ Glibc Benchmarks 2.39 Benchmark: exp ns < Lower Is Better Astra . 5.12111 |============================================================== b ..... 5.11991 |============================================================== c ..... 5.12115 |============================================================== GraphicsMagick Operation: Noise-Gaussian Iterations Per Minute > Higher Is Better Astra . 250 |================================================================== b ..... 246 |================================================================= c ..... 243 |================================================================ Glibc Benchmarks 2.39 Benchmark: ffs ns < Lower Is Better Astra . 2.34562 |============================================================== b ..... 2.34525 |============================================================== c ..... 2.34530 |============================================================== Glibc Benchmarks 2.39 Benchmark: pow ns < Lower Is Better Astra . 11.15 |================================================================ b ..... 11.14 |================================================================ c ..... 11.15 |================================================================ Glibc Benchmarks 2.39 Benchmark: sin ns < Lower Is Better Astra . 26.15 |================================================================ b ..... 26.14 |================================================================ c ..... 26.14 |================================================================ GraphicsMagick Operation: HWB Color Space Iterations Per Minute > Higher Is Better Astra . 364 |================================================================ b ..... 350 |============================================================= c ..... 378 |================================================================== Glibc Benchmarks 2.39 Benchmark: log2 ns < Lower Is Better Astra . 6.23156 |============================================================== b ..... 6.23183 |============================================================== c ..... 6.23161 |============================================================== Glibc Benchmarks 2.39 Benchmark: modf ns < Lower Is Better Astra . 2.35361 |============================================================== b ..... 2.35367 |============================================================== c ..... 2.35366 |============================================================== Glibc Benchmarks 2.39 Benchmark: sinh ns < Lower Is Better Astra . 13.09 |================================================================ b ..... 13.14 |================================================================ c ..... 13.08 |================================================================ Glibc Benchmarks 2.39 Benchmark: sqrt ns < Lower Is Better Astra . 2.40733 |============================================================== b ..... 2.40699 |============================================================== c ..... 2.40696 |============================================================== Glibc Benchmarks 2.39 Benchmark: tanh ns < Lower Is Better Astra . 19.23 |================================================================ b ..... 19.25 |================================================================ c ..... 19.22 |================================================================ Glibc Benchmarks 2.39 Benchmark: asinh ns < Lower Is Better Astra . 12.64 |================================================================ b ..... 12.65 |================================================================ c ..... 12.65 |================================================================ Glibc Benchmarks 2.39 Benchmark: atanh ns < Lower Is Better Astra . 16.63 |================================================================ b ..... 16.60 |================================================================ c ..... 16.61 |================================================================ OpenSSL Algorithm: AES-128-GCM byte/s > Higher Is Better Astra . 377408581090 |========================================================= b ..... 377341743380 |========================================================= c ..... 377063776800 |========================================================= Glibc Benchmarks 2.39 Benchmark: ffsll ns < Lower Is Better Astra . 2.01090 |============================================================== b ..... 2.01083 |============================================================== c ..... 2.01082 |============================================================== OpenSSL Algorithm: AES-256-GCM byte/s > Higher Is Better Astra . 304495092530 |========================================================= b ..... 304453002310 |========================================================= c ..... 304430352790 |========================================================= GROMACS Input: water_GMX50_bare Ns Per Day > Higher Is Better Astra . 4.863 |================================================================ b ..... 4.861 |================================================================ c ..... 4.867 |================================================================ GraphicsMagick Operation: Enhanced Iterations Per Minute > Higher Is Better Astra . 326 |================================================================== b ..... 327 |================================================================== c ..... 324 |================================================================= GraphicsMagick Operation: Resizing Iterations Per Minute > Higher Is Better Astra . 154 |================================================================== b ..... 154 |================================================================== c ..... 154 |================================================================== GraphicsMagick Operation: Rotate Iterations Per Minute > Higher Is Better Astra . 156 |================================================================= b ..... 158 |================================================================== c ..... 151 |=============================================================== GraphicsMagick Operation: Sharpen Iterations Per Minute > Higher Is Better Astra . 104 |================================================================== b ..... 104 |================================================================== c ..... 103 |================================================================= Glibc Benchmarks 2.39 Benchmark: pthread_once ns < Lower Is Better Astra . 2.02318 |============================================================== b ..... 2.01148 |============================================================== c ..... 2.01144 |============================================================== GraphicsMagick Operation: Swirl Iterations Per Minute > Higher Is Better Astra . 800 |================================================================== b ..... 798 |================================================================== c ..... 800 |================================================================== Opus Codec Encoding 1.5.2 WAV To Opus Encode Seconds < Lower Is Better Astra . 49.23 |================================================================ b ..... 49.28 |================================================================ c ..... 49.20 |================================================================ WebP Image Encode 1.4 Encode Settings: Default MP/s > Higher Is Better Astra . 9.02 |================================================================ b ..... 9.06 |================================================================= c ..... 9.10 |================================================================= WebP Image Encode 1.4 Encode Settings: Quality 100 MP/s > Higher Is Better Astra . 6.27 |================================================================= b ..... 6.24 |================================================================= c ..... 6.24 |================================================================= WebP Image Encode 1.4 Encode Settings: Quality 100, Lossless MP/s > Higher Is Better Astra . 0.89 |============================================================= b ..... 0.93 |================================================================ c ..... 0.95 |================================================================= WebP Image Encode 1.4 Encode Settings: Quality 100, Highest Compression MP/s > Higher Is Better Astra . 2.50 |================================================================= b ..... 2.50 |================================================================= c ..... 2.49 |================================================================= WebP Image Encode 1.4 Encode Settings: Quality 100, Lossless, Highest Compression MP/s > Higher Is Better Astra . 0.37 |================================================================= b ..... 0.37 |================================================================= c ..... 0.37 |================================================================= LiteRT 2024-10-15 Model: DeepLab V3 Microseconds < Lower Is Better Astra . 3118.61 |============================================================== b ..... 2989.33 |=========================================================== c ..... 3018.23 |============================================================ x265 Video Input: Bosphorus 4K Frames Per Second > Higher Is Better Astra . 5.33 |================================================================= b ..... 5.30 |================================================================ c ..... 5.37 |================================================================= LiteRT 2024-10-15 Model: SqueezeNet Microseconds < Lower Is Better Astra . 2150.53 |========================================================== b ..... 2285.26 |============================================================== c ..... 2205.47 |============================================================ OpenSSL Algorithm: ChaCha20 byte/s > Higher Is Better Astra . 161396958820 |========================================================= b ..... 161389569370 |========================================================= c ..... 161474152580 |========================================================= OpenSSL Algorithm: SHA512 byte/s > Higher Is Better Astra . 33893846660 |========================================================== b ..... 33904207350 |========================================================== c ..... 33905510840 |========================================================== OpenSSL Algorithm: RSA4096 LiteRT 2024-10-15 Model: Inception V4 Microseconds < Lower Is Better Astra . 25438.7 |============================================================= b ..... 25850.7 |============================================================== c ..... 24910.5 |============================================================ LiteRT 2024-10-15 Model: Mobilenet Float Microseconds < Lower Is Better Astra . 1774.17 |============================================================== b ..... 1649.08 |========================================================== c ..... 1757.90 |============================================================= OpenSSL Algorithm: SHA256 byte/s > Higher Is Better Astra . 94135048230 |========================================================== b ..... 93126743510 |========================================================= c ..... 94032241650 |========================================================== POV-Ray Trace Time Seconds < Lower Is Better Astra . 7.675 |================================================================ b ..... 7.659 |================================================================ c ..... 7.601 |=============================================================== LiteRT 2024-10-15 Model: NASNet Mobile Microseconds < Lower Is Better Astra . 23818.4 |============================================================== b ..... 23179.3 |============================================================ c ..... 23364.2 |============================================================= Stockfish Chess Benchmark Nodes Per Second > Higher Is Better Astra . 82989804 |============================================================= b ..... 56053121 |========================================= c ..... 62428648 |============================================== 7-Zip Compression Test: Decompression Rating MIPS > Higher Is Better Astra . 548343 |=============================================================== b ..... 548861 |=============================================================== c ..... 549305 |=============================================================== 7-Zip Compression Test: Compression Rating MIPS > Higher Is Better Astra . 396576 |============================================================== b ..... 390631 |============================================================= c ..... 404888 |=============================================================== LiteRT 2024-10-15 Model: Mobilenet Quant Microseconds < Lower Is Better Astra . 1238.88 |============================================================== b ..... 1218.71 |============================================================= c ..... 1235.62 |============================================================== LiteRT 2024-10-15 Model: Inception ResNet V2 Microseconds < Lower Is Better Astra . 26366.8 |============================================================== b ..... 26530.9 |============================================================== c ..... 26528.1 |============================================================== OpenSSL Algorithm: ChaCha20-Poly1305 byte/s > Higher Is Better Astra . 111950911900 |========================================================= b ..... 111956713200 |========================================================= c ..... 111969260070 |========================================================= Glibc Benchmarks 2.39 Benchmark: sincos ns < Lower Is Better Astra . 15.71 |================================================================ b ..... 15.70 |================================================================ c ..... 15.71 |================================================================ LiteRT 2024-10-15 Model: Quantized COCO SSD MobileNet v1 Microseconds < Lower Is Better Astra . 2677.11 |============================================================= b ..... 2719.77 |============================================================== c ..... 2725.18 |============================================================== XNNPACK b7b048 Model: FP32MobileNetV1 us < Lower Is Better Astra . 1738 |================================================================= b ..... 1693 |=============================================================== c ..... 1749 |================================================================= XNNPACK b7b048 Model: FP32MobileNetV2 us < Lower Is Better Astra . 2268 |================================================================= b ..... 2281 |================================================================= c ..... 2217 |=============================================================== XNNPACK b7b048 Model: FP32MobileNetV3Large us < Lower Is Better Astra . 3846 |=============================================================== b ..... 3996 |================================================================= c ..... 3901 |=============================================================== XNNPACK b7b048 Model: FP32MobileNetV3Small us < Lower Is Better Astra . 2403 |=============================================================== b ..... 2463 |================================================================= c ..... 2422 |================================================================ XNNPACK b7b048 Model: FP16MobileNetV1 us < Lower Is Better Astra . 1068 |================================================================= b ..... 1066 |================================================================= c ..... 1054 |================================================================ XNNPACK b7b048 Model: FP16MobileNetV2 us < Lower Is Better Astra . 1848 |============================================================= b ..... 1971 |================================================================= c ..... 1854 |============================================================= XNNPACK b7b048 Model: FP16MobileNetV3Large us < Lower Is Better Astra . 2975 |================================================================ b ..... 3039 |================================================================= c ..... 2967 |=============================================================== XNNPACK b7b048 Model: FP16MobileNetV3Small us < Lower Is Better Astra . 2235 |================================================================= b ..... 2158 |=============================================================== c ..... 2187 |================================================================ XNNPACK b7b048 Model: QS8MobileNetV2 us < Lower Is Better Astra . 2083 |================================================================= b ..... 2054 |================================================================ c ..... 2022 |=============================================================== 7-Zip Compression 24.05 Test: Compression Rating MIPS > Higher Is Better Astra . 394696 |=============================================================== b ..... 390294 |============================================================== c ..... 396108 |=============================================================== 7-Zip Compression 24.05 Test: Decompression Rating MIPS > Higher Is Better Astra . 543496 |=============================================================== b ..... 546198 |=============================================================== c ..... 546290 |=============================================================== Timed Wasmer Compilation 2.3 Time To Compile Seconds < Lower Is Better Astra . 59.07 |================================================================ b ..... 58.77 |================================================================ c ..... 59.12 |================================================================ simdjson 3.10 Throughput Test: Kostya GB/s > Higher Is Better Astra . 1.48 |================================================================= b ..... 1.48 |================================================================= c ..... 1.48 |================================================================= simdjson 3.10 Throughput Test: TopTweet GB/s > Higher Is Better Astra . 1.86 |================================================================= b ..... 1.86 |================================================================= c ..... 1.86 |================================================================= simdjson 3.10 Throughput Test: LargeRandom GB/s > Higher Is Better Astra . 0.6 |================================================================== b ..... 0.6 |================================================================== c ..... 0.6 |================================================================== simdjson 3.10 Throughput Test: PartialTweets GB/s > Higher Is Better Astra . 1.82 |================================================================= b ..... 1.82 |================================================================= c ..... 1.82 |================================================================= simdjson 3.10 Throughput Test: DistinctUserID GB/s > Higher Is Better Astra . 1.86 |================================================================= b ..... 1.86 |================================================================= c ..... 1.86 |=================================================================