Ubuntu 21.04 Benchmarks AMD EPYC AMD EPYC 7763 testing of Ubuntu 20.04 / 20.10 / 21.04 by Michael Larabel for a future article. Ubuntu 20.04 LTS: Processor: AMD EPYC 7763 64-Core @ 2.45GHz (64 Cores / 128 Threads), Motherboard: Supermicro H12SSL-i v1.01 (2.0 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 2-port PCIe OS: Ubuntu 20.04, Kernel: 5.4.0-72-generic (x86_64), Desktop: GNOME Shell 3.36.7, Display Server: X Server 1.20.9, Compiler: GCC 11.0.1 20210413, File-System: ext4, Screen Resolution: 1024x768 Ubuntu 20.10: Processor: AMD EPYC 7763 64-Core @ 2.45GHz (64 Cores / 128 Threads), Motherboard: Supermicro H12SSL-i v1.01 (2.0 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 2-port PCIe OS: Ubuntu 20.10, Kernel: 5.8.0-50-generic (x86_64), Desktop: GNOME Shell 3.38.2, Display Server: X Server 1.20.9, Compiler: GCC 11.0.1 20210413, File-System: ext4, Screen Resolution: 1024x768 Ubuntu 21.04 Dev: Processor: AMD EPYC 7763 64-Core @ 2.45GHz (64 Cores / 128 Threads), Motherboard: Supermicro H12SSL-i v1.01 (2.0 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP, Graphics: ASPEED, Network: 2 x Broadcom NetXtreme BCM5720 2-port PCIe OS: Ubuntu 21.04, Kernel: 5.11.0-14-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.9, Compiler: GCC 11.0.1 20210413, File-System: ext4, Screen Resolution: 1024x768 WireGuard + Linux Networking Stack Stress Test Seconds < Lower Is Better Ubuntu 20.04 LTS . 258.87 |=================================================== Ubuntu 20.10 ..... 263.76 |==================================================== Ubuntu 21.04 Dev . 243.05 |================================================ Rodinia 3.1 Test: OpenMP LavaMD Seconds < Lower Is Better Ubuntu 20.04 LTS . 42.45 |==================================================== Ubuntu 20.10 ..... 42.94 |===================================================== Ubuntu 21.04 Dev . 42.84 |===================================================== Rodinia 3.1 Test: OpenMP HotSpot3D Seconds < Lower Is Better Ubuntu 20.04 LTS . 91.60 |===================================================== Ubuntu 20.10 ..... 89.59 |==================================================== Ubuntu 21.04 Dev . 90.64 |==================================================== Rodinia 3.1 Test: OpenMP CFD Solver Seconds < Lower Is Better Ubuntu 20.04 LTS . 6.378 |==================================================== Ubuntu 20.10 ..... 6.521 |===================================================== Ubuntu 21.04 Dev . 6.466 |===================================================== Rodinia 3.1 Test: OpenMP Streamcluster Seconds < Lower Is Better Ubuntu 20.04 LTS . 5.789 |===================================================== Ubuntu 20.10 ..... 5.827 |===================================================== Ubuntu 21.04 Dev . 5.833 |===================================================== NAMD 2.14 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better Ubuntu 20.04 LTS . 0.38053 |=================================================== Ubuntu 20.10 ..... 0.38051 |=================================================== Ubuntu 21.04 Dev . 0.38075 |=================================================== Xcompact3d Incompact3d 2021-03-11 Input: input.i3d 193 Cells Per Direction Seconds < Lower Is Better Ubuntu 20.04 LTS . 23.02 |===================================================== Ubuntu 20.10 ..... 22.75 |==================================================== Ubuntu 21.04 Dev . 22.54 |==================================================== OpenFOAM 8 Input: Motorbike 60M Seconds < Lower Is Better Ubuntu 20.04 LTS . 208.15 |==================================================== Ubuntu 20.10 ..... 208.99 |==================================================== Ubuntu 21.04 Dev . 209.05 |==================================================== GNU GMP GMPbench 6.2.1 Total Time GMPbench Score > Higher Is Better Ubuntu 20.04 LTS . 5103.9 |==================================================== Ubuntu 20.10 ..... 5101.5 |==================================================== Ubuntu 21.04 Dev . 5077.2 |==================================================== Zstd Compression 1.4.9 Compression Level: 19 - Compression Speed MB/s > Higher Is Better Ubuntu 20.04 LTS . 87.0 |====================================================== Ubuntu 20.10 ..... 87.2 |====================================================== Ubuntu 21.04 Dev . 84.9 |===================================================== Zstd Compression 1.4.9 Compression Level: 19 - Decompression Speed MB/s > Higher Is Better Ubuntu 20.04 LTS . 3515.5 |================================================== Ubuntu 20.10 ..... 3631.4 |==================================================== Ubuntu 21.04 Dev . 3559.1 |=================================================== Zstd Compression 1.4.9 Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better Ubuntu 20.04 LTS . 48.0 |===================================================== Ubuntu 20.10 ..... 48.5 |====================================================== Ubuntu 21.04 Dev . 48.2 |====================================================== Zstd Compression 1.4.9 Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better Ubuntu 20.04 LTS . 3508.5 |=================================================== Ubuntu 20.10 ..... 3552.6 |==================================================== Ubuntu 21.04 Dev . 3517.9 |=================================================== LuaRadio 0.9.1 Test: Five Back to Back FIR Filters MiB/s > Higher Is Better Ubuntu 20.04 LTS . 1139.1 |==================================================== Ubuntu 20.10 ..... 1092.4 |================================================== Ubuntu 21.04 Dev . 937.8 |=========================================== LuaRadio 0.9.1 Test: FM Deemphasis Filter MiB/s > Higher Is Better Ubuntu 20.04 LTS . 346.7 |===================================================== Ubuntu 20.10 ..... 346.5 |===================================================== Ubuntu 21.04 Dev . 344.4 |===================================================== LuaRadio 0.9.1 Test: Hilbert Transform MiB/s > Higher Is Better Ubuntu 20.04 LTS . 93.9 |====================================================== Ubuntu 20.10 ..... 93.8 |====================================================== Ubuntu 21.04 Dev . 93.8 |====================================================== LuaRadio 0.9.1 Test: Complex Phase MiB/s > Higher Is Better Ubuntu 20.04 LTS . 598.9 |================================================ Ubuntu 20.10 ..... 657.9 |===================================================== Ubuntu 21.04 Dev . 612.7 |================================================= GNU Radio Test: Five Back to Back FIR Filters MiB/s > Higher Is Better Ubuntu 20.04 LTS . 520.1 |================================================= Ubuntu 20.10 ..... 494.0 |============================================== Ubuntu 21.04 Dev . 567.9 |===================================================== GNU Radio Test: Signal Source (Cosine) MiB/s > Higher Is Better Ubuntu 20.04 LTS . 3145.6 |================================================= Ubuntu 20.10 ..... 3268.3 |=================================================== Ubuntu 21.04 Dev . 3323.6 |==================================================== GNU Radio Test: FIR Filter MiB/s > Higher Is Better Ubuntu 20.04 LTS . 624.3 |============================================== Ubuntu 20.10 ..... 669.5 |================================================= Ubuntu 21.04 Dev . 723.1 |===================================================== GNU Radio Test: IIR Filter MiB/s > Higher Is Better Ubuntu 20.04 LTS . 604.0 |==================================================== Ubuntu 20.10 ..... 612.7 |==================================================== Ubuntu 21.04 Dev . 620.9 |===================================================== GNU Radio Test: FM Deemphasis Filter MiB/s > Higher Is Better Ubuntu 20.04 LTS . 761.2 |==================================================== Ubuntu 20.10 ..... 777.1 |===================================================== Ubuntu 21.04 Dev . 780.3 |===================================================== GNU Radio Test: Hilbert Transform MiB/s > Higher Is Better Ubuntu 20.04 LTS . 376.6 |========================================= Ubuntu 20.10 ..... 390.4 |=========================================== Ubuntu 21.04 Dev . 485.9 |===================================================== LuxCoreRender 2.5 Scene: DLSC - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 20.04 LTS . 9.41 |====================================================== Ubuntu 20.10 ..... 9.40 |====================================================== Ubuntu 21.04 Dev . 9.27 |===================================================== LuxCoreRender 2.5 Scene: Danish Mood - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 20.04 LTS . 7.40 |===================================================== Ubuntu 20.10 ..... 7.33 |===================================================== Ubuntu 21.04 Dev . 7.51 |====================================================== LuxCoreRender 2.5 Scene: Orange Juice - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 20.04 LTS . 13.47 |==================================================== Ubuntu 20.10 ..... 13.40 |==================================================== Ubuntu 21.04 Dev . 13.60 |===================================================== LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 20.04 LTS . 7.95 |===================================================== Ubuntu 20.10 ..... 7.96 |====================================================== Ubuntu 21.04 Dev . 8.03 |====================================================== LuxCoreRender 2.5 Scene: Rainbow Colors and Prism - Acceleration: CPU M samples/sec > Higher Is Better Ubuntu 20.04 LTS . 17.96 |==================================================== Ubuntu 20.10 ..... 18.28 |===================================================== Ubuntu 21.04 Dev . 18.25 |===================================================== AOM AV1 3.0 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better Ubuntu 20.04 LTS . 34.42 |================================================== Ubuntu 20.10 ..... 35.09 |=================================================== Ubuntu 21.04 Dev . 36.41 |===================================================== SVT-AV1 0.8 Encoder Mode: Enc Mode 8 - Input: 1080p Frames Per Second > Higher Is Better Ubuntu 20.04 LTS . 112.65 |==================================================== Ubuntu 20.10 ..... 107.24 |================================================== Ubuntu 21.04 Dev . 110.88 |=================================================== SVT-HEVC 1.5.0 Tuning: 1 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 20.04 LTS . 37.77 |===================================================== Ubuntu 20.10 ..... 37.09 |==================================================== Ubuntu 21.04 Dev . 37.58 |===================================================== SVT-HEVC 1.5.0 Tuning: 7 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 20.04 LTS . 326.63 |==================================================== Ubuntu 20.10 ..... 316.76 |================================================== Ubuntu 21.04 Dev . 325.09 |==================================================== SVT-HEVC 1.5.0 Tuning: 10 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Ubuntu 20.04 LTS . 572.54 |==================================================== Ubuntu 20.10 ..... 553.76 |================================================== Ubuntu 21.04 Dev . 556.98 |=================================================== libavif avifenc 0.9.0 Encoder Speed: 2 Seconds < Lower Is Better Ubuntu 20.04 LTS . 26.94 |===================================================== Ubuntu 20.10 ..... 27.09 |===================================================== Ubuntu 21.04 Dev . 26.90 |===================================================== libavif avifenc 0.9.0 Encoder Speed: 6, Lossless Seconds < Lower Is Better Ubuntu 20.04 LTS . 26.78 |==================================================== Ubuntu 20.10 ..... 27.46 |===================================================== Ubuntu 21.04 Dev . 26.64 |=================================================== libavif avifenc 0.9.0 Encoder Speed: 10, Lossless Seconds < Lower Is Better Ubuntu 20.04 LTS . 5.983 |==================================================== Ubuntu 20.10 ..... 6.145 |===================================================== Ubuntu 21.04 Dev . 5.982 |==================================================== Timed Linux Kernel Compilation 5.10.20 Time To Compile Seconds < Lower Is Better Ubuntu 20.04 LTS . 28.02 |===================================================== Ubuntu 20.10 ..... 27.69 |==================================================== Ubuntu 21.04 Dev . 27.08 |=================================================== Timed Wasmer Compilation 1.0.2 Time To Compile Seconds < Lower Is Better Ubuntu 20.04 LTS . 61.23 |===================================================== Ubuntu 20.10 ..... 60.96 |===================================================== Ubuntu 21.04 Dev . 40.35 |=================================== Ngspice 34 Circuit: C2670 Seconds < Lower Is Better Ubuntu 20.04 LTS . 138.17 |================================================ Ubuntu 20.10 ..... 139.72 |================================================ Ubuntu 21.04 Dev . 150.17 |==================================================== SecureMark 1.0.4 Benchmark: SecureMark-TLS marks > Higher Is Better Ubuntu 20.04 LTS . 245843 |==================================================== Ubuntu 20.10 ..... 237833 |================================================== Ubuntu 21.04 Dev . 242260 |=================================================== Liquid-DSP 2021.01.31 Threads: 1 - Buffer Length: 256 - Filter Length: 57 samples/s > Higher Is Better Ubuntu 20.04 LTS . 57582250 |================================================= Ubuntu 20.10 ..... 58727333 |================================================== Ubuntu 21.04 Dev . 58803333 |================================================== Liquid-DSP 2021.01.31 Threads: 64 - Buffer Length: 256 - Filter Length: 57 samples/s > Higher Is Better Ubuntu 20.04 LTS . 2810566667 |================================================ Ubuntu 20.10 ..... 2826700000 |================================================ Ubuntu 21.04 Dev . 2837566667 |================================================ Liquid-DSP 2021.01.31 Threads: 128 - Buffer Length: 256 - Filter Length: 57 samples/s > Higher Is Better Ubuntu 20.04 LTS . 3068166667 |================================================ Ubuntu 20.10 ..... 3068100000 |================================================ Ubuntu 21.04 Dev . 3069466667 |================================================ ASKAP 1.0 Test: tConvolve OpenMP - Gridding Million Grid Points Per Second > Higher Is Better Ubuntu 20.04 LTS . 8466.23 |============================================= Ubuntu 20.10 ..... 8729.54 |=============================================== Ubuntu 21.04 Dev . 9515.21 |=================================================== ASKAP 1.0 Test: tConvolve OpenMP - Degridding Million Grid Points Per Second > Higher Is Better Ubuntu 20.04 LTS . 8050.11 |================================================= Ubuntu 20.10 ..... 8122.39 |================================================== Ubuntu 21.04 Dev . 8320.50 |=================================================== Cryptsetup AES-XTS 256b Encryption MiB/s > Higher Is Better Ubuntu 20.04 LTS . 1988.4 |============================== Ubuntu 20.10 ..... 1982.5 |============================= Ubuntu 21.04 Dev . 3501.3 |==================================================== Cryptsetup AES-XTS 256b Decryption MiB/s > Higher Is Better Ubuntu 20.04 LTS . 1989.7 |============================= Ubuntu 20.10 ..... 1982.3 |============================= Ubuntu 21.04 Dev . 3513.2 |==================================================== Cryptsetup Serpent-XTS 256b Encryption MiB/s > Higher Is Better Ubuntu 20.04 LTS . 747.4 |===================================================== Ubuntu 20.10 ..... 745.8 |===================================================== Ubuntu 21.04 Dev . 746.1 |===================================================== Cryptsetup Serpent-XTS 256b Decryption MiB/s > Higher Is Better Ubuntu 20.04 LTS . 739.4 |===================================================== Ubuntu 20.10 ..... 737.5 |===================================================== Ubuntu 21.04 Dev . 737.5 |===================================================== Cryptsetup Twofish-XTS 256b Encryption MiB/s > Higher Is Better Ubuntu 20.04 LTS . 391.3 |===================================================== Ubuntu 20.10 ..... 383.3 |==================================================== Ubuntu 21.04 Dev . 384.3 |==================================================== Cryptsetup Twofish-XTS 256b Decryption MiB/s > Higher Is Better Ubuntu 20.04 LTS . 398.0 |===================================================== Ubuntu 20.10 ..... 398.0 |===================================================== Ubuntu 21.04 Dev . 395.6 |===================================================== Cryptsetup AES-XTS 512b Encryption MiB/s > Higher Is Better Ubuntu 20.04 LTS . 1706.4 |============================== Ubuntu 20.10 ..... 1705.1 |============================== Ubuntu 21.04 Dev . 2937.3 |==================================================== Cryptsetup AES-XTS 512b Decryption MiB/s > Higher Is Better Ubuntu 20.04 LTS . 1705.4 |============================== Ubuntu 20.10 ..... 1703.9 |============================== Ubuntu 21.04 Dev . 2940.9 |==================================================== Cryptsetup Serpent-XTS 512b Encryption MiB/s > Higher Is Better Ubuntu 20.04 LTS . 748.4 |===================================================== Ubuntu 20.10 ..... 748.0 |===================================================== Ubuntu 21.04 Dev . 747.2 |===================================================== Cryptsetup Serpent-XTS 512b Decryption MiB/s > Higher Is Better Ubuntu 20.04 LTS . 736.3 |===================================================== Ubuntu 20.10 ..... 737.2 |===================================================== Ubuntu 21.04 Dev . 737.5 |===================================================== Cryptsetup Twofish-XTS 512b Encryption MiB/s > Higher Is Better Ubuntu 20.04 LTS . 392.3 |===================================================== Ubuntu 20.10 ..... 384.2 |==================================================== Ubuntu 21.04 Dev . 384.4 |==================================================== Cryptsetup Twofish-XTS 512b Decryption MiB/s > Higher Is Better Ubuntu 20.04 LTS . 397.5 |===================================================== Ubuntu 20.10 ..... 397.7 |===================================================== Ubuntu 21.04 Dev . 395.5 |===================================================== TensorFlow Lite 2020-08-23 Model: SqueezeNet Microseconds < Lower Is Better Ubuntu 20.04 LTS . 53664.4 |=================================================== Ubuntu 20.10 ..... 54019.8 |=================================================== Ubuntu 21.04 Dev . 53996.5 |=================================================== TensorFlow Lite 2020-08-23 Model: Inception V4 Microseconds < Lower Is Better Ubuntu 20.04 LTS . 707684 |================================================= Ubuntu 20.10 ..... 747751 |==================================================== Ubuntu 21.04 Dev . 678923 |=============================================== TensorFlow Lite 2020-08-23 Model: Mobilenet Float Microseconds < Lower Is Better Ubuntu 20.04 LTS . 32544.7 |================================================== Ubuntu 20.10 ..... 33365.7 |=================================================== Ubuntu 21.04 Dev . 30530.5 |=============================================== TensorFlow Lite 2020-08-23 Model: Mobilenet Quant Microseconds < Lower Is Better Ubuntu 20.04 LTS . 33436.2 |================================================ Ubuntu 20.10 ..... 35845.9 |=================================================== Ubuntu 21.04 Dev . 33237.3 |=============================================== TensorFlow Lite 2020-08-23 Model: Inception ResNet V2 Microseconds < Lower Is Better Ubuntu 20.04 LTS . 663293 |================================================= Ubuntu 20.10 ..... 706664 |==================================================== Ubuntu 21.04 Dev . 657696 |================================================ PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Only TPS > Higher Is Better Ubuntu 20.04 LTS . 1124891 |=================================================== Ubuntu 20.10 ..... 1011953 |============================================== Ubuntu 21.04 Dev . 1090034 |================================================= PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu 20.04 LTS . 0.089 |================================================ Ubuntu 20.10 ..... 0.099 |===================================================== Ubuntu 21.04 Dev . 0.092 |================================================= PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only TPS > Higher Is Better Ubuntu 20.04 LTS . 1128645 |=================================================== Ubuntu 20.10 ..... 972555 |============================================ Ubuntu 21.04 Dev . 1058563 |================================================ PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency ms < Lower Is Better Ubuntu 20.04 LTS . 0.222 |============================================== Ubuntu 20.10 ..... 0.258 |===================================================== Ubuntu 21.04 Dev . 0.237 |================================================= PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Write TPS > Higher Is Better Ubuntu 20.04 LTS . 63015 |=========================================== Ubuntu 20.10 ..... 46421 |================================ Ubuntu 21.04 Dev . 77290 |===================================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu 20.04 LTS . 1.591 |======================================= Ubuntu 20.10 ..... 2.158 |===================================================== Ubuntu 21.04 Dev . 1.296 |================================ PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write TPS > Higher Is Better Ubuntu 20.04 LTS . 56125 |===================================================== Ubuntu 20.10 ..... 49752 |=============================================== Ubuntu 21.04 Dev . 54858 |==================================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency ms < Lower Is Better Ubuntu 20.04 LTS . 4.466 |=============================================== Ubuntu 20.10 ..... 5.038 |===================================================== Ubuntu 21.04 Dev . 4.585 |================================================ ASTC Encoder 2.4 Preset: Thorough Seconds < Lower Is Better Ubuntu 20.04 LTS . 7.8213 |==================================================== Ubuntu 20.10 ..... 7.8276 |==================================================== Ubuntu 21.04 Dev . 7.8236 |==================================================== ASTC Encoder 2.4 Preset: Exhaustive Seconds < Lower Is Better Ubuntu 20.04 LTS . 19.80 |===================================================== Ubuntu 20.10 ..... 19.81 |===================================================== Ubuntu 21.04 Dev . 19.79 |===================================================== GEGL Operation: Crop Seconds < Lower Is Better Ubuntu 20.04 LTS . 9.430 |============================================== Ubuntu 20.10 ..... 10.624 |==================================================== Ubuntu 21.04 Dev . 9.630 |=============================================== GEGL Operation: Cartoon Seconds < Lower Is Better Ubuntu 20.04 LTS . 99.40 |===================================================== Ubuntu 20.10 ..... 95.21 |=================================================== Ubuntu 21.04 Dev . 94.49 |================================================== GEGL Operation: Reflect Seconds < Lower Is Better Ubuntu 20.04 LTS . 33.62 |===================================================== Ubuntu 20.10 ..... 33.21 |==================================================== Ubuntu 21.04 Dev . 32.20 |=================================================== GEGL Operation: Antialias Seconds < Lower Is Better Ubuntu 20.04 LTS . 43.49 |===================================================== Ubuntu 20.10 ..... 41.01 |================================================== Ubuntu 21.04 Dev . 40.46 |================================================= GEGL Operation: Tile Glass Seconds < Lower Is Better Ubuntu 20.04 LTS . 34.60 |===================================================== Ubuntu 20.10 ..... 33.37 |=================================================== Ubuntu 21.04 Dev . 32.70 |================================================== GEGL Operation: Wavelet Blur Seconds < Lower Is Better Ubuntu 20.04 LTS . 69.77 |===================================================== Ubuntu 20.10 ..... 62.61 |================================================ Ubuntu 21.04 Dev . 62.11 |=============================================== GEGL Operation: Color Enhance Seconds < Lower Is Better Ubuntu 20.04 LTS . 61.60 |===================================================== Ubuntu 20.10 ..... 57.49 |================================================= Ubuntu 21.04 Dev . 56.61 |================================================= GEGL Operation: Rotate 90 Degrees Seconds < Lower Is Better Ubuntu 20.04 LTS . 42.53 |===================================================== Ubuntu 20.10 ..... 41.68 |==================================================== Ubuntu 21.04 Dev . 42.00 |==================================================== Hugin Panorama Photo Assistant + Stitching Time Seconds < Lower Is Better Ubuntu 20.04 LTS . 49.36 |===================================================== Ubuntu 20.10 ..... 48.83 |==================================================== Ubuntu 21.04 Dev . 48.62 |==================================================== RawTherapee Total Benchmark Time Seconds < Lower Is Better Ubuntu 20.04 LTS . 52.99 |===================================================== Ubuntu 20.10 ..... 53.14 |===================================================== Ubuntu 21.04 Dev . 51.28 |=================================================== librsvg Operation: SVG Files To PNG Seconds < Lower Is Better Ubuntu 20.04 LTS . 32.50 |===================================================== Ubuntu 20.10 ..... 31.71 |==================================================== Ubuntu 21.04 Dev . 22.73 |===================================== Blender 2.92 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better Ubuntu 20.04 LTS . 31.75 |===================================================== Ubuntu 20.10 ..... 32.02 |===================================================== Ubuntu 21.04 Dev . 31.93 |===================================================== Blender 2.92 Blend File: Classroom - Compute: CPU-Only Seconds < Lower Is Better Ubuntu 20.04 LTS . 80.71 |===================================================== Ubuntu 20.10 ..... 80.76 |===================================================== Ubuntu 21.04 Dev . 80.46 |===================================================== Blender 2.92 Blend File: Barbershop - Compute: CPU-Only Seconds < Lower Is Better Ubuntu 20.04 LTS . 111.34 |==================================================== Ubuntu 20.10 ..... 111.46 |==================================================== Ubuntu 21.04 Dev . 111.23 |==================================================== PyPerformance 1.0.0 Benchmark: go Milliseconds < Lower Is Better Ubuntu 20.04 LTS . 259 |======================================================= Ubuntu 20.10 ..... 247 |==================================================== Ubuntu 21.04 Dev . 247 |==================================================== PyPerformance 1.0.0 Benchmark: 2to3 Milliseconds < Lower Is Better Ubuntu 20.04 LTS . 324 |======================================================= Ubuntu 20.10 ..... 317 |====================================================== Ubuntu 21.04 Dev . 320 |====================================================== PyPerformance 1.0.0 Benchmark: pathlib Milliseconds < Lower Is Better Ubuntu 20.04 LTS . 17.5 |====================================================== Ubuntu 20.10 ..... 17.5 |====================================================== Ubuntu 21.04 Dev . 16.8 |==================================================== PyPerformance 1.0.0 Benchmark: json_loads Milliseconds < Lower Is Better Ubuntu 20.04 LTS . 22.3 |==================================================== Ubuntu 20.10 ..... 22.9 |===================================================== Ubuntu 21.04 Dev . 23.3 |====================================================== PyPerformance 1.0.0 Benchmark: crypto_pyaes Milliseconds < Lower Is Better Ubuntu 20.04 LTS . 106 |======================================================= Ubuntu 20.10 ..... 102 |===================================================== Ubuntu 21.04 Dev . 102 |===================================================== PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better Ubuntu 20.04 LTS . 166 |======================================================= Ubuntu 20.10 ..... 164 |====================================================== Ubuntu 21.04 Dev . 166 |======================================================= PyPerformance 1.0.0 Benchmark: python_startup Milliseconds < Lower Is Better Ubuntu 20.04 LTS . 16.00 |===================================================== Ubuntu 20.10 ..... 8.42 |============================ Ubuntu 21.04 Dev . 8.00 |=========================== Tesseract OCR 4.1.1 Time To OCR 7 Images Seconds < Lower Is Better Ubuntu 20.04 LTS . 27.05 |===================================================== Ubuntu 20.10 ..... 26.38 |==================================================== Ubuntu 21.04 Dev . 26.11 |===================================================