scikit placebo

AMD Ryzen 7 PRO 6850U testing with a LENOVO 21CM0001US (R22ET51W 1.21 BIOS) and AMD Radeon 680M 1GB on Ubuntu 22.10 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 2211205-NE-SCIKITPLA66
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scikit placeboOpenBenchmarking.orgPhoronix Test Suite 10.8.4AMD Ryzen 7 PRO 6850U @ 4.77GHz (8 Cores / 16 Threads)LENOVO 21CM0001US (R22ET51W 1.21 BIOS)AMD Device 14b516GB512GB Micron MTFDKBA512TFKAMD Radeon 680M 1GB (2200/400MHz)AMD Rembrandt Radeon HD AudioQualcomm QCNFA765Ubuntu 22.106.1.0-060100rc2daily20221028-generic (x86_64)GNOME Shell 43.0X Server + Wayland4.6 Mesa 22.2.1 (LLVM 15.0.2 DRM 3.49)1.3.224GCC 12.2.0ext41920x1200ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionScikit Placebo BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-12-U8K4Qv/gcc-12-12.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: amd-pstate schedutil (Boost: Enabled) - Platform Profile: balanced - CPU Microcode: 0xa404102 - ACPI Profile: balanced - BAR1 / Visible vRAM Size: 1024 MB - vBIOS Version: 113-REMBRANDT-036- Python 3.10.7- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

abcResult OverviewPhoronix Test Suite 10.8.4100%101%102%104%105%LibplaceboLibplaceboScikit-LearnScikit-LearnLibplaceboLibplaceboLibplaceboScikit-Learndeband_heavypolar_nocomputeTSNE MNIST DatasetMNIST Datasetav1_grain_laphdr_luthdr_peakdetectS.R.P.1.I

scikit placebolibplacebo: deband_heavylibplacebo: polar_nocomputelibplacebo: hdr_peakdetectlibplacebo: hdr_lutlibplacebo: av1_grain_lapscikit-learn: MNIST Datasetscikit-learn: TSNE MNIST Datasetscikit-learn: Sparse Rand Projections, 100 Iterationsabc111.92204.84576.63532.25447.32106.37731.847173.674117.29204.48580.3536.56441.78109.53632.601172.668115.89211.75579531.44442.6108.07931.599172.819OpenBenchmarking.org

Libplacebo

OpenBenchmarking.orgFPS, More Is BetterLibplacebo 5.229.1Test: deband_heavyabc306090120150SE +/- 1.52, N = 15111.92117.29115.89
OpenBenchmarking.orgFPS, More Is BetterLibplacebo 5.229.1Test: deband_heavyabc20406080100Min: 108.29 / Avg: 111.92 / Max: 132.59

OpenBenchmarking.orgFPS, More Is BetterLibplacebo 5.229.1Test: polar_nocomputeabc50100150200250SE +/- 2.28, N = 15204.84204.48211.75
OpenBenchmarking.orgFPS, More Is BetterLibplacebo 5.229.1Test: polar_nocomputeabc4080120160200Min: 174.91 / Avg: 204.84 / Max: 213.51

OpenBenchmarking.orgFPS, More Is BetterLibplacebo 5.229.1Test: hdr_peakdetectabc130260390520650SE +/- 0.41, N = 15576.63580.30579.00
OpenBenchmarking.orgFPS, More Is BetterLibplacebo 5.229.1Test: hdr_peakdetectabc100200300400500Min: 574.39 / Avg: 576.63 / Max: 581.29

OpenBenchmarking.orgFPS, More Is BetterLibplacebo 5.229.1Test: hdr_lutabc120240360480600SE +/- 0.73, N = 15532.25536.56531.44
OpenBenchmarking.orgFPS, More Is BetterLibplacebo 5.229.1Test: hdr_lutabc90180270360450Min: 527.94 / Avg: 532.25 / Max: 535.84

OpenBenchmarking.orgFPS, More Is BetterLibplacebo 5.229.1Test: av1_grain_lapabc100200300400500SE +/- 1.64, N = 15447.32441.78442.60
OpenBenchmarking.orgFPS, More Is BetterLibplacebo 5.229.1Test: av1_grain_lapabc80160240320400Min: 435.06 / Avg: 447.32 / Max: 459.47

Scikit-Learn

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.1.3Benchmark: MNIST Datasetabc20406080100SE +/- 0.72, N = 3106.38109.54108.08
OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.1.3Benchmark: MNIST Datasetabc20406080100Min: 105.05 / Avg: 106.38 / Max: 107.5

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.1.3Benchmark: TSNE MNIST Datasetabc816243240SE +/- 0.27, N = 331.8532.6031.60
OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.1.3Benchmark: TSNE MNIST Datasetabc714212835Min: 31.39 / Avg: 31.85 / Max: 32.32

OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.1.3Benchmark: Sparse Random Projections, 100 Iterationsabc4080120160200SE +/- 0.90, N = 3173.67172.67172.82
OpenBenchmarking.orgSeconds, Fewer Is BetterScikit-Learn 1.1.3Benchmark: Sparse Random Projections, 100 Iterationsabc306090120150Min: 171.88 / Avg: 173.67 / Max: 174.6