rk1-mainline-emmc-run, rk1-mainline-nvme, rok1, pi5-compilation, pi4-raspbian-sd

rk1-mainline-emmc testing on Ubuntu 22.04 via the Phoronix Test Suite.

rk1-mainline-nvme: rk1-mainline-nvme testing on Ubuntu 22.04 via the Phoronix Test Suite.

rok1: Rockchip ARMv8 Cortex-A76 testing with a Turing Machines RK1 and rockchipdrmfb on Ubuntu 22.04 via the Phoronix Test Suite.

pi5-compilation: ARMv8 Cortex-A76 testing on Debian 12 via the Phoronix Test Suite.

pi4-raspbian-sd: ARMv8 Cortex-A72 testing on Debian 12 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 2405141-NE-RK1EMMCCO86
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rk1-mainline-emmc
February 25
  5 Days, 12 Hours, 44 Minutes
rk1-mainline-nvme
February 25
 
rk1-rok-emmc
February 25
  5 Days, 12 Hours, 20 Minutes
rk1-rok-nvme
March 11
 
pi5-raspbian-nvme
February 25
  1 Day, 6 Hours, 29 Minutes
pi4-raspbian-sd
February 25
  10 Hours, 57 Minutes
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rk1-mainline-emmc-run, rk1-mainline-nvme, rok1, pi5-compilation, pi4-raspbian-sdProcessorMotherboardMemoryDiskGraphicsNetworkChipsetOSKernelVulkanCompilerFile-SystemScreen ResolutionDisplay Serverrk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmepi4-raspbian-sdrk1-mainline-emmc @ 1.80GHz (4 Cores / 8 Threads)Turing Machines RK132GB1000GB CT1000P3PSSD8 + 31GB BJTD4RUbuntu 22.046.7.0 (aarch64)1.3.255GCC 11.4.0ext4rk1-mainline-nvme @ 1.80GHz (4 Cores / 8 Threads)500GB CT500P3SSD8 + 31GB BJTD4Rrk1-rok-emmc @ 1.80GHz (4 Cores / 8 Threads)rockchipdrmfb5.10.160-rockchip (aarch64)1920x1080Rockchip ARMv8 Cortex-A76 @ 1.80GHz (4 Cores / 8 Threads)ARMv8 Cortex-A76 @ 2.40GHz (4 Cores)Raspberry Pi 5 Model B Rev 1.04096MB500GB CT500P3SSD8Device 1de4:0001Debian 126.1.0-rpi7-rpi-2712 (aarch64)GCC 12.2.0ARMv8 Cortex-A72 @ 1.80GHz (4 Cores)BCM2835 Raspberry Pi 400 Rev 1.0Broadcom BCM271164GB SR64G6.1.0-rpi6-rpi-v8 (aarch64)X ServerOpenBenchmarking.orgKernel Details- rk1-mainline-emmc: Transparent Huge Pages: madvise- rk1-mainline-nvme: Transparent Huge Pages: madvise- pi4-raspbian-sd: snd_bcm2835.enable_headphones=0 snd_bcm2835.enable_hdmi=1 snd_bcm2835.enable_hdmi=0 cfg80211.ieee80211_regdom=USCompiler Details- rk1-mainline-emmc: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --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-link-serialization=2 --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v - rk1-mainline-nvme: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --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-link-serialization=2 --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v - rk1-rok-emmc: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --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-link-serialization=2 --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v - rk1-rok-nvme: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --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-link-serialization=2 --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v - pi5-raspbian-nvme: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --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-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v - pi4-raspbian-sd: --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --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-nls --enable-objc-gc=auto --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto -v Processor Details- rk1-mainline-emmc: Scaling Governor: rockchip-cpufreq ondemand- rk1-mainline-nvme: Scaling Governor: rockchip-cpufreq performance- rk1-rok-emmc: Scaling Governor: cpufreq-dt performance- rk1-rok-nvme: Scaling Governor: cpufreq-dt performance- pi5-raspbian-nvme: Scaling Governor: cpufreq-dt ondemand- pi4-raspbian-sd: Scaling Governor: cpufreq-dt ondemandPython Details- rk1-mainline-emmc: Python 3.10.12- rk1-mainline-nvme: Python 3.10.12- rk1-rok-emmc: Python 3.10.12- rk1-rok-nvme: Python 3.10.12- pi5-raspbian-nvme: Python 3.11.2- pi4-raspbian-sd: Python 3.11.2Security Details- rk1-mainline-emmc: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable: Unprivileged eBPF enabled + srbds: Not affected + tsx_async_abort: Not affected - rk1-mainline-nvme: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable: Unprivileged eBPF enabled + srbds: Not affected + tsx_async_abort: Not affected - rk1-rok-emmc: 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 __user pointer sanitization + spectre_v2: Vulnerable: Unprivileged eBPF enabled + srbds: Not affected + tsx_async_abort: Not affected - rk1-rok-nvme: 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 __user pointer sanitization + spectre_v2: Vulnerable: Unprivileged eBPF enabled + srbds: Not affected + tsx_async_abort: Not affected - pi5-raspbian-nvme: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected - pi4-raspbian-sd: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Vulnerable + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Vulnerable + srbds: Not affected + tsx_async_abort: Not affected

rk1-mainline-emmc-run, rk1-mainline-nvme, rok1, pi5-compilation, pi4-raspbian-sdspark-tpcds: 3000rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmepi4-raspbian-sdOpenBenchmarking.org

Apache Spark TPC-DS

This is a benchmark of Apache Spark using the TPC-DS data-set. Apache Spark is an open-source unified analytics engine for large-scale data processing and dealing with big data. This test profile benchmarks the Apache Spark in a single-system configuration and leverages the https://github.com/databricks/tpcds-kit and https://github.com/IBM/spark-tpc-ds-performance-test/ projects for testing. Learn more via the OpenBenchmarking.org test page.

Scale Factor: 3000

rk1-rok-nvme: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./spark-tpcds: line 9: echo: write error: No space left on device

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q99)10050101510152025SE +/- 0.64, N = 2SE +/- 0.13, N = 3SE +/- 0.16, N = 3SE +/- 0.02, N = 2SE +/- 0.29, N = 3SE +/- 0.36, N = 3SE +/- 0.22, N = 222.4516.3710.207.6216.2610.237.831. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Comparison (Scale Factor: 100)Q99Q98Q97Q96Q95Q94Q93Q92Q91Q90Q89Q88Q87Q86Q85Q84Q83Q82Q81Q80Q79Q78Q77Q76Q75Q74Q73Q72Q71Q70Q69Q68Q67Q66Q65Q64Q63Q62Q61Q60Q59Q58Q57Q56Q55Q54Q53Q52Q51Q50Q49Q48Q47Q46Q45Q44Q43Q42Q41Q40Q39Q38Q37Q36Q35Q34Q33Q32Q31Q30Q29Q28Q27Q26Q25Q24Q23Q22Q21Q20Q19Q18Q17Q15Q14Q13Q12Q11Q10Q09Q08Q07Q06Q05Q04Q03Q02Q0150100150200250SE +/- 0.64, N = 2SE +/- 0.05, N = 3SE +/- 0.24, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 3SE +/- 0.28, N = 3SE +/- 1.70, N = 3SE +/- 0.13, N = 3SE +/- 0.17, N = 3SE +/- 0.43, N = 3SE +/- 0.16, N = 3SE +/- 1.29, N = 3SE +/- 0.15, N = 3SE +/- 0.31, N = 3SE +/- 0.30, N = 3SE +/- 0.03, N = 3SE +/- 0.25, N = 3SE +/- 0.16, N = 3SE +/- 0.23, N = 3SE +/- 1.28, N = 3SE +/- 0.27, N = 3SE +/- 2.62, N = 3SE +/- 0.30, N = 3SE +/- 0.17, N = 3SE +/- 0.98, N = 3SE +/- 1.38, N = 3SE +/- 0.46, N = 3SE +/- 1.63, N = 3SE +/- 0.15, N = 3SE +/- 0.83, N = 3SE +/- 0.33, N = 3SE +/- 0.84, N = 3SE +/- 1.23, N = 3SE +/- 0.44, N = 3SE +/- 1.31, N = 3SE +/- 2.48, N = 3SE +/- 0.33, N = 3SE +/- 0.22, N = 3SE +/- 0.16, N = 3SE +/- 0.71, N = 3SE +/- 0.85, N = 3SE +/- 0.53, N = 3SE +/- 0.74, N = 3SE +/- 0.32, N = 3SE +/- 0.36, N = 3SE +/- 0.19, N = 3SE +/- 0.21, N = 3SE +/- 0.18, N = 3SE +/- 1.20, N = 3SE +/- 0.82, N = 3SE +/- 0.18, N = 3SE +/- 0.17, N = 3SE +/- 0.31, N = 3SE +/- 0.26, N = 3SE +/- 0.16, N = 3SE +/- 0.66, N = 3SE +/- 0.17, N = 2SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.17, N = 2SE +/- 1.30, N = 3SE +/- 0.66, N = 3SE +/- 0.24, N = 3SE +/- 0.49, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.45, N = 3SE +/- 0.17, N = 3SE +/- 0.70, N = 3SE +/- 0.28, N = 3SE +/- 0.23, N = 3SE +/- 2.08, N = 3SE +/- 0.26, N = 3SE +/- 0.57, N = 3SE +/- 0.33, N = 3SE +/- 0.74, N = 3SE +/- 0.08, N = 3SE +/- 0.29, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.67, N = 3SE +/- 0.54, N = 3SE +/- 0.40, N = 3SE +/- 0.30, N = 3SE +/- 2.66, N = 3SE +/- 0.50, N = 3SE +/- 0.08, N = 3SE +/- 0.56, N = 3SE +/- 0.08, N = 3SE +/- 0.49, N = 3SE +/- 0.28, N = 3SE +/- 0.64, N = 3SE +/- 0.17, N = 3SE +/- 0.44, N = 3SE +/- 1.16, N = 3SE +/- 0.20, N = 3SE +/- 0.29, N = 3SE +/- 0.05, N = 322.455.3478.0713.5326.6527.97140.1116.2412.2112.1123.2255.6867.9715.5725.2313.5715.7526.0618.70100.2430.33186.0133.6729.1496.42112.4921.92135.0231.4435.1526.7631.31205.5627.6873.38151.3819.9315.667.5130.6936.2135.6131.6727.5918.2233.8320.0618.87101.7281.0644.0023.0050.0530.0416.8625.2218.7117.727.2924.0822.7767.3820.9931.0436.6023.9529.1722.6551.4919.5147.4768.1728.4620.4441.9739.99223.1260.7520.575.3225.5727.8842.9226.19101.6228.195.22121.6527.5941.1922.2429.3223.7466.74192.4519.5127.5520.131. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q98)100501011.20152.4033.60454.8066.0075SE +/- 0.05, N = 3SE +/- 0.14, N = 2SE +/- 0.08, N = 2SE +/- 0.02, N = 4SE +/- 0.04, N = 3SE +/- 0.02, N = 4SE +/- 0.02, N = 25.345.265.044.855.165.004.871. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q97)1005010120406080100SE +/- 0.24, N = 3SE +/- 0.11, N = 3SE +/- 0.33, N = 3SE +/- 0.06, N = 4SE +/- 0.27, N = 3SE +/- 0.17, N = 4SE +/- 0.07, N = 378.0747.0817.239.8348.4116.999.711. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q96)100501013691215SE +/- 0.19, N = 3SE +/- 0.19, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 4SE +/- 0.08, N = 3SE +/- 0.25, N = 3SE +/- 0.03, N = 313.5310.186.645.7310.917.165.751. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q95)10050101612182430SE +/- 0.06, N = 3SE +/- 0.17, N = 2SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.36, N = 3SE +/- 0.09, N = 4SE +/- 0.08, N = 326.6518.1010.167.2618.2310.217.461. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q94)10050101714212835SE +/- 0.28, N = 3SE +/- 0.44, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 4SE +/- 0.33, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 327.9718.9610.126.0919.049.936.111. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q93)10050101306090120150SE +/- 1.70, N = 3SE +/- 2.38, N = 3SE +/- 0.41, N = 3SE +/- 0.04, N = 3SE +/- 0.71, N = 3SE +/- 0.26, N = 4SE +/- 0.02, N = 2140.1185.1527.077.7585.8227.157.711. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q92)1005010500148121620SE +/- 0.13, N = 3SE +/- 0.43, N = 3SE +/- 0.16, N = 3SE +/- 0.44, N = 3SE +/- 0.08, N = 4SE +/- 0.07, N = 3SE +/- 0.05, N = 4SE +/- 0.06, N = 316.2413.189.0116.047.7912.359.077.581. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q91)100501013691215SE +/- 0.17, N = 3SE +/- 0.27, N = 3SE +/- 0.25, N = 2SE +/- 0.06, N = 4SE +/- 0.18, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 212.2110.7310.008.1910.929.788.321. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q90)100501050013691215SE +/- 0.43, N = 3SE +/- 0.37, N = 3SE +/- 0.13, N = 3SE +/- 0.31, N = 3SE +/- 0.06, N = 4SE +/- 0.37, N = 3SE +/- 0.03, N = 4SE +/- 0.07, N = 312.119.827.5212.106.639.977.466.761. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q89)10050105001612182430SE +/- 0.16, N = 3SE +/- 0.51, N = 3SE +/- 0.06, N = 3SE +/- 0.42, N = 3SE +/- 0.10, N = 4SE +/- 0.22, N = 3SE +/- 0.10, N = 4SE +/- 0.01, N = 223.2217.7010.7823.468.8117.6511.018.701. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q88)100501050011326395265SE +/- 1.29, N = 3SE +/- 1.14, N = 3SE +/- 0.21, N = 3SE +/- 0.43, N = 3SE +/- 0.12, N = 3SE +/- 0.85, N = 3SE +/- 0.39, N = 4SE +/- 0.14, N = 255.6836.1417.4853.7011.3936.3017.1811.831. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q87)100501050011530456075SE +/- 0.15, N = 3SE +/- 0.36, N = 3SE +/- 0.23, N = 3SE +/- 0.70, N = 3SE +/- 0.05, N = 4SE +/- 0.51, N = 3SE +/- 0.72, N = 3SE +/- 0.01, N = 367.9743.6018.0468.1910.0744.4217.6610.091. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q86)1005010500148121620SE +/- 0.31, N = 3SE +/- 0.23, N = 3SE +/- 0.23, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 4SE +/- 0.31, N = 3SE +/- 0.04, N = 4SE +/- 0.03, N = 315.5712.309.2815.408.0412.239.178.131. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q85)10050105001612182430SE +/- 0.30, N = 3SE +/- 0.47, N = 2SE +/- 0.29, N = 3SE +/- 0.20, N = 3SE +/- 0.19, N = 3SE +/- 0.28, N = 3SE +/- 0.03, N = 4SE +/- 0.03, N = 325.2320.2214.5624.6011.8619.5914.8512.001. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q84)100501050013691215SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 4SE +/- 0.21, N = 3SE +/- 0.07, N = 4SE +/- 0.05, N = 313.5711.709.1513.557.3011.689.137.131. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q83)1005010148121620SE +/- 0.25, N = 3SE +/- 0.04, N = 3SE +/- 0.23, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 4SE +/- 0.06, N = 315.7513.2610.799.2413.6310.749.211. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q82)10050105001918273645SE +/- 0.16, N = 3SE +/- 0.80, N = 3SE +/- 0.19, N = 3SE +/- 0.43, N = 3SE +/- 0.07, N = 4SE +/- 0.08, N = 3SE +/- 0.22, N = 4SE +/- 0.10, N = 226.0638.4616.6426.028.8640.3116.998.881. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q81)10050101510152025SE +/- 0.23, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.42, N = 3SE +/- 0.17, N = 3SE +/- 0.04, N = 318.7015.6011.468.8715.8611.548.761. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q80)10050101306090120150SE +/- 1.28, N = 3SE +/- 1.43, N = 3SE +/- 0.75, N = 3SE +/- 0.10, N = 4SE +/- 2.12, N = 3SE +/- 0.46, N = 4SE +/- 0.04, N = 3100.24154.3747.1813.52154.5348.0813.451. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q79)10050105001714212835SE +/- 0.27, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.49, N = 3SE +/- 0.06, N = 4SE +/- 0.10, N = 3SE +/- 0.14, N = 4SE +/- 0.19, N = 330.3321.0411.9930.278.4421.2411.918.511. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q78)100501014080120160200SE +/- 2.62, N = 3SE +/- 2.63, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 4SE +/- 0.64, N = 3SE +/- 0.31, N = 4SE +/- 0.08, N = 3186.01145.2043.4014.33145.2944.1414.031. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q77)10050101816243240SE +/- 0.30, N = 3SE +/- 0.31, N = 3SE +/- 0.15, N = 3SE +/- 0.05, N = 4SE +/- 0.16, N = 3SE +/- 0.24, N = 4SE +/- 0.08, N = 333.6724.2414.5711.3924.6615.2511.241. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q76)10050105001714212835SE +/- 0.17, N = 3SE +/- 0.40, N = 3SE +/- 0.13, N = 2SE +/- 0.72, N = 3SE +/- 0.10, N = 4SE +/- 0.40, N = 3SE +/- 0.21, N = 3SE +/- 0.03, N = 229.1420.5912.3028.598.7820.5012.528.821. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q75)1005010120406080100SE +/- 0.98, N = 3SE +/- 1.20, N = 3SE +/- 0.38, N = 3SE +/- 0.13, N = 4SE +/- 0.38, N = 3SE +/- 0.35, N = 4SE +/- 0.15, N = 396.4259.3727.0414.2659.6027.4914.431. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q74)10050101306090120150SE +/- 1.38, N = 3SE +/- 0.64, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 4SE +/- 1.15, N = 3SE +/- 0.13, N = 4SE +/- 0.08, N = 3112.4995.4519.7411.9597.5219.8011.721. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q73)10050105001510152025SE +/- 0.46, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.37, N = 3SE +/- 0.05, N = 4SE +/- 0.02, N = 2SE +/- 0.10, N = 4SE +/- 0.07, N = 321.9216.6511.1521.308.3116.2911.198.301. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q72)10050101100200300400500SE +/- 1.63, N = 3SE +/- 11.04, N = 3SE +/- 0.40, N = 3SE +/- 0.25, N = 4SE +/- 5.27, N = 3SE +/- 1.21, N = 4SE +/- 0.12, N = 3135.02419.79118.0819.11445.11118.2819.611. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q71)10050105001714212835SE +/- 0.15, N = 3SE +/- 0.38, N = 3SE +/- 0.02, N = 3SE +/- 0.82, N = 3SE +/- 0.10, N = 4SE +/- 1.15, N = 2SE +/- 0.21, N = 4SE +/- 0.08, N = 331.4423.1912.7130.919.0422.2713.128.991. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q70)10050105001816243240SE +/- 0.83, N = 3SE +/- 0.53, N = 3SE +/- 0.32, N = 3SE +/- 1.37, N = 3SE +/- 0.15, N = 3SE +/- 0.35, N = 3SE +/- 0.14, N = 4SE +/- 0.01, N = 335.1522.9513.7135.8810.3523.7613.4410.291. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q69)10050105001612182430SE +/- 0.33, N = 3SE +/- 0.21, N = 2SE +/- 0.02, N = 3SE +/- 0.42, N = 3SE +/- 0.18, N = 4SE +/- 0.29, N = 3SE +/- 0.17, N = 4SE +/- 0.28, N = 326.7620.1713.9726.0810.9520.2813.8211.071. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q68)10050105001714212835SE +/- 0.84, N = 3SE +/- 0.47, N = 3SE +/- 0.27, N = 3SE +/- 0.26, N = 3SE +/- 0.07, N = 4SE +/- 0.18, N = 3SE +/- 0.14, N = 4SE +/- 0.09, N = 331.3122.6012.8130.488.5321.6812.518.461. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q67)1005010150100150200250SE +/- 1.23, N = 3SE +/- 0.51, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 4SE +/- 0.63, N = 3SE +/- 0.13, N = 4SE +/- 0.11, N = 3205.56106.3032.6112.08106.6133.1912.311. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q66)10050105001714212835SE +/- 0.44, N = 3SE +/- 0.24, N = 3SE +/- 0.16, N = 3SE +/- 0.43, N = 3SE +/- 0.13, N = 3SE +/- 0.17, N = 2SE +/- 0.18, N = 4SE +/- 0.08, N = 327.6820.6213.7527.0811.2720.0714.0311.271. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q65)100501011632486480SE +/- 1.31, N = 3SE +/- 0.48, N = 3SE +/- 0.21, N = 3SE +/- 0.06, N = 4SE +/- 0.84, N = 3SE +/- 0.84, N = 4SE +/- 0.02, N = 373.3842.6918.1210.2742.4218.6410.101. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q64)100501014080120160200SE +/- 2.48, N = 3SE +/- 3.02, N = 3SE +/- 0.51, N = 3SE +/- 0.19, N = 4SE +/- 1.53, N = 3SE +/- 0.32, N = 4SE +/- 0.18, N = 3151.38165.9650.3317.19170.8551.4817.151. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q63)10050105001510152025SE +/- 0.33, N = 3SE +/- 0.06, N = 2SE +/- 0.24, N = 3SE +/- 0.31, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 4SE +/- 0.05, N = 319.9314.739.8319.867.8815.019.557.791. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q62)1005010500148121620SE +/- 0.22, N = 3SE +/- 0.27, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 3SE +/- 0.10, N = 415.6612.618.9815.617.8312.979.197.631. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q61)10050105001246810SE +/- 0.16, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.17, N = 3SE +/- 0.01, N = 3SE +/- 0.39, N = 2SE +/- 0.05, N = 4SE +/- 0.04, N = 37.517.657.037.716.497.707.106.541. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q60)10050105001714212835SE +/- 0.71, N = 3SE +/- 0.21, N = 3SE +/- 0.51, N = 3SE +/- 0.70, N = 3SE +/- 0.10, N = 3SE +/- 0.32, N = 3SE +/- 0.34, N = 4SE +/- 0.04, N = 330.6922.5714.3231.1710.1923.5914.2110.251. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q59)10050105001816243240SE +/- 0.85, N = 3SE +/- 0.53, N = 3SE +/- 0.23, N = 2SE +/- 1.04, N = 3SE +/- 0.04, N = 4SE +/- 0.13, N = 3SE +/- 0.10, N = 4SE +/- 0.15, N = 236.2125.2412.5136.069.1124.1113.109.091. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q58)10050105001816243240SE +/- 0.53, N = 3SE +/- 0.28, N = 3SE +/- 0.34, N = 3SE +/- 1.31, N = 3SE +/- 0.05, N = 2SE +/- 0.54, N = 3SE +/- 0.09, N = 4SE +/- 0.04, N = 235.6124.2014.7434.219.9224.3813.8410.171. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q57)10050105001714212835SE +/- 0.74, N = 3SE +/- 0.03, N = 3SE +/- 0.16, N = 3SE +/- 0.61, N = 3SE +/- 0.07, N = 4SE +/- 0.60, N = 3SE +/- 0.07, N = 4SE +/- 0.10, N = 331.6724.7816.3831.6310.7624.4416.4810.641. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q56)10050105001714212835SE +/- 0.32, N = 3SE +/- 0.24, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 3SE +/- 0.05, N = 4SE +/- 0.09, N = 3SE +/- 0.11, N = 4SE +/- 0.05, N = 327.5921.1012.8028.059.8720.6713.029.881. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q55)1005010500148121620SE +/- 0.36, N = 3SE +/- 0.12, N = 3SE +/- 0.19, N = 3SE +/- 0.34, N = 3SE +/- 0.06, N = 4SE +/- 0.23, N = 3SE +/- 0.14, N = 4SE +/- 0.03, N = 318.2213.608.7017.956.5713.938.636.801. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q54)10050105001918273645SE +/- 0.19, N = 3SE +/- 0.12, N = 3SE +/- 0.42, N = 3SE +/- 0.13, N = 2SE +/- 0.10, N = 4SE +/- 0.16, N = 3SE +/- 0.07, N = 4SE +/- 0.13, N = 333.8336.9617.0733.9910.8937.7716.9711.161. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q53)10050105001510152025SE +/- 0.21, N = 3SE +/- 0.25, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 4SE +/- 0.18, N = 3SE +/- 0.08, N = 4SE +/- 0.13, N = 320.0614.949.4619.967.9015.369.757.881. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q52)10050105001510152025SE +/- 0.18, N = 3SE +/- 0.10, N = 3SE +/- 0.15, N = 3SE +/- 0.29, N = 3SE +/- 0.02, N = 4SE +/- 0.36, N = 3SE +/- 0.10, N = 4SE +/- 0.08, N = 318.8713.228.6519.146.7313.598.766.781. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q51)1005010120406080100SE +/- 1.20, N = 3SE +/- 0.65, N = 3SE +/- 0.17, N = 2SE +/- 0.19, N = 4SE +/- 0.66, N = 3SE +/- 0.18, N = 4SE +/- 0.07, N = 3101.7258.6326.2813.2259.4626.3213.301. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q50)1005010120406080100SE +/- 0.82, N = 3SE +/- 0.11, N = 3SE +/- 0.22, N = 3SE +/- 0.14, N = 4SE +/- 0.37, N = 3SE +/- 0.25, N = 4SE +/- 0.02, N = 381.0649.3621.908.7550.0822.008.561. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q49)100501011020304050SE +/- 0.18, N = 3SE +/- 0.10, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 4SE +/- 0.37, N = 3SE +/- 0.11, N = 4SE +/- 0.08, N = 244.0039.3419.5110.7740.2718.9311.141. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q48)10050105001612182430SE +/- 0.17, N = 3SE +/- 0.32, N = 3SE +/- 0.09, N = 3SE +/- 0.27, N = 3SE +/- 0.07, N = 4SE +/- 0.24, N = 3SE +/- 0.10, N = 4SE +/- 0.05, N = 323.0016.6710.0023.137.6516.9710.497.891. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q47)100501050011122334455SE +/- 0.31, N = 3SE +/- 0.40, N = 3SE +/- 0.08, N = 3SE +/- 0.43, N = 3SE +/- 0.16, N = 4SE +/- 0.22, N = 3SE +/- 0.16, N = 4SE +/- 0.05, N = 350.0533.7319.0849.4412.4333.3419.1012.591. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q46)10050105001714212835SE +/- 0.26, N = 3SE +/- 0.09, N = 3SE +/- 0.34, N = 3SE +/- 0.29, N = 3SE +/- 0.06, N = 3SE +/- 0.27, N = 3SE +/- 0.16, N = 4SE +/- 0.11, N = 330.0421.8712.4729.878.6922.2912.668.671. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q45)1005010500148121620SE +/- 0.16, N = 3SE +/- 0.28, N = 3SE +/- 0.05, N = 3SE +/- 0.37, N = 3SE +/- 0.03, N = 4SE +/- 0.13, N = 3SE +/- 0.13, N = 4SE +/- 0.01, N = 316.8613.469.8416.907.6013.159.767.531. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q44)10050105001612182430SE +/- 0.66, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.23, N = 3SE +/- 0.03, N = 4SE +/- 0.06, N = 3SE +/- 0.04, N = 4SE +/- 0.13, N = 325.227.846.4025.038.617.746.548.641. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q43)10050105001510152025SE +/- 0.17, N = 2SE +/- 0.30, N = 3SE +/- 0.08, N = 3SE +/- 0.32, N = 3SE +/- 0.09, N = 4SE +/- 0.34, N = 3SE +/- 0.09, N = 4SE +/- 0.06, N = 318.7113.778.4219.237.1514.178.557.241. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q42)1005010500148121620SE +/- 0.15, N = 3SE +/- 0.34, N = 3SE +/- 0.06, N = 3SE +/- 0.25, N = 3SE +/- 0.03, N = 4SE +/- 0.30, N = 3SE +/- 0.06, N = 4SE +/- 0.06, N = 317.7213.258.4417.616.7213.568.696.701. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q41)10050105001246810SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 4SE +/- 0.10, N = 3SE +/- 0.07, N = 4SE +/- 0.01, N = 37.297.287.097.326.227.377.176.231. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q40)100501011020304050SE +/- 0.17, N = 2SE +/- 0.37, N = 3SE +/- 0.26, N = 3SE +/- 0.04, N = 3SE +/- 0.58, N = 3SE +/- 0.11, N = 4SE +/- 0.13, N = 324.0841.4317.388.0042.8217.688.071. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q39)10050105001612182430SE +/- 1.30, N = 3SE +/- 0.36, N = 3SE +/- 0.20, N = 3SE +/- 0.37, N = 3SE +/- 0.12, N = 4SE +/- 0.36, N = 3SE +/- 0.31, N = 4SE +/- 0.07, N = 322.7715.1910.7524.993.7215.1910.423.761. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q38)100501050011530456075SE +/- 0.66, N = 3SE +/- 0.89, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 4SE +/- 0.66, N = 3SE +/- 0.28, N = 4SE +/- 0.07, N = 367.3843.4817.4168.0810.0843.1917.6910.181. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q37)10050105001510152025SE +/- 0.24, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.33, N = 3SE +/- 0.09, N = 3SE +/- 0.18, N = 3SE +/- 0.27, N = 4SE +/- 0.05, N = 320.9922.7413.3621.405.0922.7613.825.221. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q36)10050105001714212835SE +/- 0.49, N = 3SE +/- 0.63, N = 3SE +/- 0.63, N = 3SE +/- 0.57, N = 3SE +/- 0.12, N = 3SE +/- 0.71, N = 3SE +/- 0.13, N = 4SE +/- 0.06, N = 231.0422.3912.4830.738.8322.1411.929.251. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q35)10050105001816243240SE +/- 0.17, N = 3SE +/- 0.22, N = 3SE +/- 0.93, N = 3SE +/- 0.28, N = 3SE +/- 0.08, N = 4SE +/- 0.27, N = 3SE +/- 0.12, N = 4SE +/- 0.17, N = 336.6025.0716.5736.5011.4825.6015.9111.221. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q34)10050105001612182430SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.46, N = 3SE +/- 0.12, N = 3SE +/- 0.13, N = 2SE +/- 0.09, N = 3SE +/- 0.22, N = 3SE +/- 0.02, N = 323.9517.9112.0422.818.6117.6811.918.411. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q33)10050105001714212835SE +/- 0.45, N = 3SE +/- 0.37, N = 3SE +/- 0.26, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 4SE +/- 0.40, N = 3SE +/- 0.16, N = 4SE +/- 0.09, N = 329.1722.0013.6029.0410.0422.3114.1010.201. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q32)10050105001510152025SE +/- 0.17, N = 3SE +/- 0.41, N = 3SE +/- 0.14, N = 3SE +/- 0.33, N = 3SE +/- 0.04, N = 4SE +/- 0.17, N = 3SE +/- 0.25, N = 4SE +/- 0.07, N = 322.6515.299.3822.597.7014.409.747.681. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q31)100501050011224364860SE +/- 0.70, N = 3SE +/- 0.41, N = 3SE +/- 0.63, N = 3SE +/- 0.67, N = 3SE +/- 0.14, N = 4SE +/- 0.17, N = 3SE +/- 0.26, N = 3SE +/- 0.05, N = 351.4933.5219.3349.0012.2935.8018.6412.081. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q30)10050105001510152025SE +/- 0.28, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.32, N = 3SE +/- 0.06, N = 4SE +/- 0.05, N = 319.5116.0411.9018.899.2615.9811.919.001. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q29)10050101306090120150SE +/- 0.23, N = 3SE +/- 0.16, N = 3SE +/- 0.40, N = 3SE +/- 0.04, N = 4SE +/- 1.14, N = 3SE +/- 0.41, N = 4SE +/- 0.09, N = 347.47117.3434.6911.19118.4135.8711.631. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q28)100501050011530456075SE +/- 2.08, N = 3SE +/- 0.66, N = 3SE +/- 0.51, N = 3SE +/- 0.64, N = 3SE +/- 0.12, N = 3SE +/- 0.48, N = 3SE +/- 0.21, N = 4SE +/- 0.21, N = 368.1741.6217.5467.0411.0242.7717.4611.141. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q27)10050105001714212835SE +/- 0.26, N = 3SE +/- 0.39, N = 3SE +/- 0.27, N = 2SE +/- 0.46, N = 3SE +/- 0.05, N = 4SE +/- 0.47, N = 3SE +/- 0.20, N = 4SE +/- 0.14, N = 328.4620.6913.4329.868.9922.1012.929.121. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q26)10050105001510152025SE +/- 0.57, N = 3SE +/- 0.30, N = 3SE +/- 0.29, N = 3SE +/- 0.61, N = 3SE +/- 0.14, N = 4SE +/- 0.12, N = 3SE +/- 0.27, N = 4SE +/- 0.06, N = 320.4416.2310.4820.597.8816.0210.327.891. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q25)10050105001306090120150SE +/- 0.33, N = 3SE +/- 0.72, N = 3SE +/- 0.79, N = 3SE +/- 0.28, N = 3SE +/- 0.11, N = 4SE +/- 1.06, N = 3SE +/- 0.27, N = 4SE +/- 0.12, N = 341.97109.5135.4741.3011.27112.6535.3611.211. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q24)100501011326395265SE +/- 0.74, N = 3SE +/- 0.08, N = 3SE +/- 0.64, N = 3SE +/- 0.05, N = 4SE +/- 0.49, N = 3SE +/- 0.11, N = 4SE +/- 0.02, N = 339.9956.7816.792.6857.1517.462.721. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q23)1005010150100150200250SE +/- 0.08, N = 3SE +/- 1.31, N = 3SE +/- 0.46, N = 3SE +/- 0.23, N = 4SE +/- 1.35, N = 3SE +/- 0.43, N = 4SE +/- 0.02, N = 3223.12173.1533.708.07178.1333.008.081. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q22)100501050011428425670SE +/- 0.29, N = 3SE +/- 0.38, N = 3SE +/- 0.14, N = 3SE +/- 0.40, N = 3SE +/- 0.18, N = 4SE +/- 0.54, N = 3SE +/- 0.40, N = 4SE +/- 0.05, N = 360.7536.6626.9461.5010.4236.1226.5710.751. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q21)10050105001510152025SE +/- 0.09, N = 3SE +/- 0.34, N = 3SE +/- 0.17, N = 3SE +/- 0.28, N = 3SE +/- 0.08, N = 4SE +/- 0.26, N = 3SE +/- 0.17, N = 4SE +/- 0.03, N = 320.5715.8312.1021.027.9115.8012.547.991. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q20)100501050011.1972.3943.5914.7885.985SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 2SE +/- 0.02, N = 4SE +/- 0.08, N = 3SE +/- 0.03, N = 4SE +/- 0.04, N = 35.325.275.055.224.945.215.094.971. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q19)10050105001612182430SE +/- 0.67, N = 3SE +/- 0.37, N = 3SE +/- 0.22, N = 3SE +/- 0.52, N = 3SE +/- 0.05, N = 4SE +/- 0.18, N = 3SE +/- 0.21, N = 4SE +/- 0.09, N = 325.5717.8911.1525.808.0218.2311.818.171. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q18)10050105001714212835SE +/- 0.54, N = 3SE +/- 0.21, N = 3SE +/- 0.21, N = 3SE +/- 0.23, N = 3SE +/- 0.08, N = 4SE +/- 0.20, N = 3SE +/- 0.12, N = 4SE +/- 0.19, N = 327.8821.4113.8127.7310.5820.8713.7810.591. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q17)10050105001306090120150SE +/- 0.40, N = 3SE +/- 0.43, N = 3SE +/- 0.15, N = 3SE +/- 0.71, N = 3SE +/- 0.12, N = 4SE +/- 1.40, N = 3SE +/- 0.36, N = 4SE +/- 0.10, N = 342.92119.3134.6843.5511.99119.3535.1111.721. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q15)10050105001612182430SE +/- 0.30, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 4SE +/- 0.24, N = 3SE +/- 0.21, N = 4SE +/- 0.09, N = 326.1917.5910.3326.117.4917.7710.397.571. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q14)1005010500120406080100SE +/- 2.66, N = 3SE +/- 2.04, N = 3SE +/- 0.58, N = 3SE +/- 1.32, N = 3SE +/- 0.11, N = 4SE +/- 0.35, N = 3SE +/- 0.35, N = 4SE +/- 0.33, N = 3101.6277.1622.19100.369.0375.6622.769.011. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q13)10050105001714212835SE +/- 0.50, N = 3SE +/- 0.17, N = 3SE +/- 0.10, N = 3SE +/- 0.38, N = 2SE +/- 0.11, N = 4SE +/- 0.11, N = 3SE +/- 0.16, N = 4SE +/- 0.16, N = 328.1919.4511.4328.728.4019.7811.808.261. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q12)100501050011.18582.37163.55744.74325.929SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 2SE +/- 0.02, N = 4SE +/- 0.08, N = 3SE +/- 0.04, N = 4SE +/- 0.02, N = 35.225.215.145.234.905.275.144.951. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q11)10050101306090120150SE +/- 0.56, N = 3SE +/- 0.53, N = 3SE +/- 0.37, N = 3SE +/- 0.05, N = 4SE +/- 0.28, N = 3SE +/- 0.27, N = 4SE +/- 0.10, N = 3121.65101.8435.9012.70103.2835.7712.751. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q10)10050105001714212835SE +/- 0.08, N = 3SE +/- 0.15, N = 3SE +/- 0.09, N = 3SE +/- 1.72, N = 2SE +/- 0.16, N = 4SE +/- 0.37, N = 3SE +/- 0.12, N = 4SE +/- 0.17, N = 327.5920.2414.3327.6911.5320.1614.1411.451. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q09)10050105001918273645SE +/- 0.49, N = 3SE +/- 0.16, N = 3SE +/- 0.28, N = 3SE +/- 0.61, N = 2SE +/- 0.05, N = 4SE +/- 0.25, N = 3SE +/- 0.10, N = 4SE +/- 0.11, N = 341.1924.4611.8339.807.9024.1312.058.191. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q08)10050105001510152025SE +/- 0.28, N = 3SE +/- 0.26, N = 3SE +/- 0.14, N = 3SE +/- 0.13, N = 2SE +/- 0.01, N = 4SE +/- 0.44, N = 3SE +/- 0.13, N = 4SE +/- 0.12, N = 322.2417.2711.8422.668.8017.2011.838.751. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q07)10050105001714212835SE +/- 0.64, N = 3SE +/- 0.21, N = 3SE +/- 0.10, N = 3SE +/- 1.17, N = 2SE +/- 0.04, N = 4SE +/- 0.48, N = 3SE +/- 0.32, N = 4SE +/- 0.10, N = 329.3220.7212.7627.838.4621.5212.588.481. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q06)100501050011122334455SE +/- 0.17, N = 3SE +/- 0.46, N = 3SE +/- 0.30, N = 3SE +/- 0.05, N = 2SE +/- 0.05, N = 4SE +/- 0.91, N = 3SE +/- 0.14, N = 4SE +/- 0.03, N = 323.7447.6719.4023.619.3349.0918.819.111. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q05)100501011530456075SE +/- 0.44, N = 3SE +/- 1.08, N = 3SE +/- 0.60, N = 3SE +/- 0.11, N = 4SE +/- 0.56, N = 3SE +/- 0.37, N = 4SE +/- 0.19, N = 366.7443.7423.3811.7943.1723.8512.111. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q04)100501014080120160200SE +/- 1.16, N = 3SE +/- 0.72, N = 3SE +/- 0.31, N = 3SE +/- 0.10, N = 4SE +/- 0.56, N = 3SE +/- 0.36, N = 4SE +/- 0.22, N = 3192.45153.7848.8815.04154.3150.1415.161. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q03)10050105001510152025SE +/- 0.20, N = 3SE +/- 0.28, N = 3SE +/- 0.17, N = 3SE +/- 0.21, N = 2SE +/- 0.07, N = 4SE +/- 0.08, N = 3SE +/- 0.03, N = 4SE +/- 0.03, N = 319.5114.129.0219.486.7914.188.486.751. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q02)10050105001714212835SE +/- 0.29, N = 3SE +/- 0.09, N = 3SE +/- 0.36, N = 3SE +/- 0.07, N = 2SE +/- 0.06, N = 4SE +/- 0.12, N = 3SE +/- 0.25, N = 4SE +/- 0.14, N = 327.5517.5811.6327.909.6917.5511.329.771. (CC) gcc options: -O3 -fcommon -lm

rk1-rok-nvmerk1-mainline-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q01)10050101510152025SE +/- 0.05, N = 3SE +/- 0.20, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 4SE +/- 0.04, N = 3SE +/- 0.14, N = 4SE +/- 0.10, N = 320.1315.4111.238.9815.8511.298.931. (CC) gcc options: -O3 -fcommon -lm

rk1-mainline-nvmerk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Comparison (Scale Factor: 50)Q71Q61Q99Q98Q97Q96Q95Q94Q93Q92Q91Q90Q89Q88Q87Q86Q85Q84Q83Q82Q81Q80Q79Q78Q77Q76Q75Q74Q73Q72Q70Q69Q68Q67Q66Q65Q64Q63Q62Q60Q59Q58Q57Q56Q55Q54Q53Q52Q51Q50Q49Q48Q47Q46Q45Q44Q43Q42Q41Q40Q39Q38Q37Q36Q35Q34Q33Q32Q31Q30Q29Q28Q27Q26Q25Q24Q23Q22Q21Q20Q19Q18Q17Q15Q14Q13Q12Q11Q10Q09Q08Q07Q06Q05Q04Q03Q02Q01100200300400500SE +/- 1.15, N = 2SE +/- 0.39, N = 2SE +/- 0.29, N = 3SE +/- 0.04, N = 3SE +/- 0.27, N = 3SE +/- 0.08, N = 3SE +/- 0.36, N = 3SE +/- 0.33, N = 3SE +/- 0.71, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3SE +/- 0.37, N = 3SE +/- 0.22, N = 3SE +/- 0.85, N = 3SE +/- 0.51, N = 3SE +/- 0.31, N = 3SE +/- 0.28, N = 3SE +/- 0.21, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.42, N = 3SE +/- 2.12, N = 3SE +/- 0.10, N = 3SE +/- 0.64, N = 3SE +/- 0.16, N = 3SE +/- 0.40, N = 3SE +/- 0.38, N = 3SE +/- 1.15, N = 3SE +/- 0.02, N = 2SE +/- 5.27, N = 3SE +/- 0.35, N = 3SE +/- 0.29, N = 3SE +/- 0.18, N = 3SE +/- 0.63, N = 3SE +/- 0.17, N = 2SE +/- 0.84, N = 3SE +/- 1.53, N = 3SE +/- 0.08, N = 3SE +/- 0.05, N = 3SE +/- 0.32, N = 3SE +/- 0.13, N = 3SE +/- 0.54, N = 3SE +/- 0.60, N = 3SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.16, N = 3SE +/- 0.18, N = 3SE +/- 0.36, N = 3SE +/- 0.66, N = 3SE +/- 0.37, N = 3SE +/- 0.37, N = 3SE +/- 0.24, N = 3SE +/- 0.22, N = 3SE +/- 0.27, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.34, N = 3SE +/- 0.30, N = 3SE +/- 0.10, N = 3SE +/- 0.58, N = 3SE +/- 0.36, N = 3SE +/- 0.66, N = 3SE +/- 0.18, N = 3SE +/- 0.71, N = 3SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.40, N = 3SE +/- 0.17, N = 3SE +/- 0.17, N = 3SE +/- 0.32, N = 3SE +/- 1.14, N = 3SE +/- 0.48, N = 3SE +/- 0.47, N = 3SE +/- 0.12, N = 3SE +/- 1.06, N = 3SE +/- 0.49, N = 3SE +/- 1.35, N = 3SE +/- 0.54, N = 3SE +/- 0.26, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3SE +/- 0.20, N = 3SE +/- 1.40, N = 3SE +/- 0.24, N = 3SE +/- 0.35, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.28, N = 3SE +/- 0.37, N = 3SE +/- 0.25, N = 3SE +/- 0.44, N = 3SE +/- 0.48, N = 3SE +/- 0.91, N = 3SE +/- 0.56, N = 3SE +/- 0.56, N = 3SE +/- 0.08, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.38, N = 3SE +/- 0.13, N = 3SE +/- 0.13, N = 3SE +/- 0.14, N = 2SE +/- 0.11, N = 3SE +/- 0.19, N = 3SE +/- 0.17, N = 2SE +/- 0.44, N = 3SE +/- 2.38, N = 3SE +/- 0.43, N = 3SE +/- 0.27, N = 3SE +/- 0.37, N = 3SE +/- 0.51, N = 3SE +/- 1.14, N = 3SE +/- 0.36, N = 3SE +/- 0.23, N = 3SE +/- 0.47, N = 2SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.80, N = 3SE +/- 0.16, N = 3SE +/- 1.43, N = 3SE +/- 0.08, N = 3SE +/- 2.63, N = 3SE +/- 0.31, N = 3SE +/- 0.40, N = 3SE +/- 1.20, N = 3SE +/- 0.64, N = 3SE +/- 0.08, N = 3SE +/- 11.04, N = 3SE +/- 0.53, N = 3SE +/- 0.21, N = 2SE +/- 0.47, N = 3SE +/- 0.51, N = 3SE +/- 0.24, N = 3SE +/- 0.48, N = 3SE +/- 3.02, N = 3SE +/- 0.06, N = 2SE +/- 0.27, N = 3SE +/- 0.21, N = 3SE +/- 0.53, N = 3SE +/- 0.28, N = 3SE +/- 0.03, N = 3SE +/- 0.24, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.25, N = 3SE +/- 0.10, N = 3SE +/- 0.65, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 0.32, N = 3SE +/- 0.40, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 3SE +/- 0.09, N = 3SE +/- 0.30, N = 3SE +/- 0.34, N = 3SE +/- 0.06, N = 3SE +/- 0.37, N = 3SE +/- 0.36, N = 3SE +/- 0.89, N = 3SE +/- 0.11, N = 3SE +/- 0.63, N = 3SE +/- 0.22, N = 3SE +/- 0.11, N = 3SE +/- 0.37, N = 3SE +/- 0.41, N = 3SE +/- 0.41, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.66, N = 3SE +/- 0.39, N = 3SE +/- 0.30, N = 3SE +/- 0.72, N = 3SE +/- 0.08, N = 3SE +/- 1.31, N = 3SE +/- 0.38, N = 3SE +/- 0.34, N = 3SE +/- 0.02, N = 3SE +/- 0.37, N = 3SE +/- 0.21, N = 3SE +/- 0.43, N = 3SE +/- 0.09, N = 3SE +/- 2.04, N = 3SE +/- 0.17, N = 3SE +/- 0.13, N = 3SE +/- 0.53, N = 3SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.26, N = 3SE +/- 0.21, N = 3SE +/- 0.46, N = 3SE +/- 1.08, N = 3SE +/- 0.72, N = 3SE +/- 0.28, N = 3SE +/- 0.09, N = 3SE +/- 0.20, N = 322.277.7016.265.1648.4110.9118.2319.0485.8212.3510.929.9717.6536.3044.4212.2319.5911.6813.6340.3115.86154.5321.24145.2924.6620.5059.6097.5216.29445.1123.7620.2821.68106.6120.0742.42170.8515.0112.9723.5924.1124.3824.4420.6713.9337.7715.3613.5959.4650.0840.2716.9733.3422.2913.157.7414.1713.567.3742.8215.1943.1922.7622.1425.6017.6822.3114.4035.8015.98118.4142.7722.1016.02112.6557.15178.1336.1215.805.2118.2320.87119.3517.7775.6619.785.27103.2820.1624.1317.2021.5249.0943.17154.3114.1817.5515.8523.197.6516.375.2647.0810.1818.1018.9685.1513.1810.739.8217.7036.1443.6012.3020.2211.7013.2638.4615.60154.3721.04145.2024.2420.5959.3795.4516.65419.7922.9520.1722.60106.3020.6242.69165.9614.7312.6122.5725.2424.2024.7821.1013.6036.9614.9413.2258.6349.3639.3416.6733.7321.8713.467.8413.7713.257.2841.4315.1943.4822.7422.3925.0717.9122.0015.2933.5216.04117.3441.6220.6916.23109.5156.78173.1536.6615.835.2717.8921.41119.3117.5977.1619.455.21101.8420.2424.4617.2720.7247.6743.74153.7814.1217.5815.411. (CC) gcc options: -O3 -fcommon -lm

rk1-mainline-nvmerk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Comparison (Scale Factor: 10)Q94Q87Q81Q76Q99Q98Q97Q96Q95Q93Q92Q91Q90Q89Q88Q86Q85Q84Q83Q82Q80Q79Q78Q77Q75Q74Q73Q72Q71Q70Q69Q68Q67Q66Q65Q64Q63Q62Q61Q60Q59Q58Q57Q56Q55Q54Q53Q52Q51Q50Q49Q48Q47Q46Q45Q44Q43Q42Q41Q40Q39Q38Q37Q36Q35Q34Q33Q32Q31Q30Q29Q28Q27Q26Q25Q24Q23Q22Q21Q20Q19Q18Q17Q15Q14Q13Q12Q11Q10Q09Q08Q07Q06Q05Q04Q03Q02Q01306090120150SE +/- 0.08, N = 3SE +/- 0.72, N = 3SE +/- 0.17, N = 3SE +/- 0.21, N = 3SE +/- 0.36, N = 3SE +/- 0.02, N = 4SE +/- 0.17, N = 4SE +/- 0.25, N = 3SE +/- 0.09, N = 4SE +/- 0.26, N = 4SE +/- 0.05, N = 4SE +/- 0.02, N = 3SE +/- 0.03, N = 4SE +/- 0.10, N = 4SE +/- 0.39, N = 4SE +/- 0.04, N = 4SE +/- 0.03, N = 4SE +/- 0.07, N = 4SE +/- 0.11, N = 4SE +/- 0.22, N = 4SE +/- 0.46, N = 4SE +/- 0.14, N = 4SE +/- 0.31, N = 4SE +/- 0.24, N = 4SE +/- 0.35, N = 4SE +/- 0.13, N = 4SE +/- 0.10, N = 4SE +/- 1.21, N = 4SE +/- 0.21, N = 4SE +/- 0.14, N = 4SE +/- 0.17, N = 4SE +/- 0.14, N = 4SE +/- 0.13, N = 4SE +/- 0.18, N = 4SE +/- 0.84, N = 4SE +/- 0.32, N = 4SE +/- 0.13, N = 4SE +/- 0.10, N = 4SE +/- 0.05, N = 4SE +/- 0.34, N = 4SE +/- 0.10, N = 4SE +/- 0.09, N = 4SE +/- 0.07, N = 4SE +/- 0.11, N = 4SE +/- 0.14, N = 4SE +/- 0.07, N = 4SE +/- 0.08, N = 4SE +/- 0.10, N = 4SE +/- 0.18, N = 4SE +/- 0.25, N = 4SE +/- 0.11, N = 4SE +/- 0.10, N = 4SE +/- 0.16, N = 4SE +/- 0.16, N = 4SE +/- 0.13, N = 4SE +/- 0.04, N = 4SE +/- 0.09, N = 4SE +/- 0.06, N = 4SE +/- 0.07, N = 4SE +/- 0.11, N = 4SE +/- 0.31, N = 4SE +/- 0.28, N = 4SE +/- 0.27, N = 4SE +/- 0.13, N = 4SE +/- 0.12, N = 4SE +/- 0.22, N = 3SE +/- 0.16, N = 4SE +/- 0.25, N = 4SE +/- 0.26, N = 3SE +/- 0.06, N = 4SE +/- 0.41, N = 4SE +/- 0.21, N = 4SE +/- 0.20, N = 4SE +/- 0.27, N = 4SE +/- 0.27, N = 4SE +/- 0.11, N = 4SE +/- 0.43, N = 4SE +/- 0.40, N = 4SE +/- 0.17, N = 4SE +/- 0.03, N = 4SE +/- 0.21, N = 4SE +/- 0.12, N = 4SE +/- 0.36, N = 4SE +/- 0.21, N = 4SE +/- 0.35, N = 4SE +/- 0.16, N = 4SE +/- 0.04, N = 4SE +/- 0.27, N = 4SE +/- 0.12, N = 4SE +/- 0.10, N = 4SE +/- 0.13, N = 4SE +/- 0.32, N = 4SE +/- 0.14, N = 4SE +/- 0.37, N = 4SE +/- 0.36, N = 4SE +/- 0.03, N = 4SE +/- 0.25, N = 4SE +/- 0.14, N = 4SE +/- 0.09, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 3SE +/- 0.13, N = 2SE +/- 0.16, N = 3SE +/- 0.08, N = 2SE +/- 0.33, N = 3SE +/- 0.06, N = 3SE +/- 0.07, N = 3SE +/- 0.41, N = 3SE +/- 0.16, N = 3SE +/- 0.25, N = 2SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 3SE +/- 0.23, N = 3SE +/- 0.29, N = 3SE +/- 0.14, N = 3SE +/- 0.23, N = 3SE +/- 0.19, N = 3SE +/- 0.75, N = 3SE +/- 0.05, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.38, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.40, N = 3SE +/- 0.02, N = 3SE +/- 0.32, N = 3SE +/- 0.02, N = 3SE +/- 0.27, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.21, N = 3SE +/- 0.51, N = 3SE +/- 0.24, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 3SE +/- 0.51, N = 3SE +/- 0.23, N = 2SE +/- 0.34, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.19, N = 3SE +/- 0.42, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.17, N = 2SE +/- 0.22, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 0.34, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.26, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.13, N = 3SE +/- 0.63, N = 3SE +/- 0.93, N = 3SE +/- 0.46, N = 3SE +/- 0.26, N = 3SE +/- 0.14, N = 3SE +/- 0.63, N = 3SE +/- 0.16, N = 3SE +/- 0.40, N = 3SE +/- 0.51, N = 3SE +/- 0.27, N = 2SE +/- 0.29, N = 3SE +/- 0.79, N = 3SE +/- 0.64, N = 3SE +/- 0.46, N = 3SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 0.22, N = 3SE +/- 0.21, N = 3SE +/- 0.15, N = 3SE +/- 0.19, N = 3SE +/- 0.58, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.37, N = 3SE +/- 0.09, N = 3SE +/- 0.28, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 3SE +/- 0.30, N = 3SE +/- 0.60, N = 3SE +/- 0.31, N = 3SE +/- 0.17, N = 3SE +/- 0.36, N = 3SE +/- 0.02, N = 39.9317.6611.5412.5210.235.0016.997.1610.2127.159.079.787.4611.0117.189.1714.859.1310.7416.9948.0811.9144.1415.2527.4919.8011.19118.2813.1213.4413.8212.5133.1914.0318.6451.489.559.197.1014.2113.1013.8416.4813.028.6316.979.758.7626.3222.0018.9310.4919.1012.669.766.548.558.697.1717.6810.4217.6913.8211.9215.9111.9114.109.7418.6411.9135.8717.4612.9210.3235.3617.4633.0026.5712.545.0911.8113.7835.1110.3922.7611.805.1435.7714.1412.0511.8312.5818.8123.8550.148.4811.3211.2910.1218.0411.4612.3010.205.0417.236.6410.1627.079.0110.007.5210.7817.489.2814.569.1510.7916.6447.1811.9943.4014.5727.0419.7411.15118.0812.7113.7113.9712.8132.6113.7518.1250.339.838.987.0314.3212.5114.7416.3812.808.7017.079.468.6526.2821.9019.5110.0019.0812.479.846.408.428.447.0917.3810.7517.4113.3612.4816.5712.0413.609.3819.3311.9034.6917.5413.4310.4835.4716.7933.7026.9412.105.0511.1513.8134.6810.3322.1911.435.1435.9014.3311.8311.8412.7619.4023.3848.889.0211.6311.231. (CC) gcc options: -O3 -fcommon -lm

OpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Comparison (Scale Factor: 500)Q92Q90Q89Q88Q87Q86Q85Q84Q82Q79Q76Q73Q71Q70Q69Q68Q66Q63Q62Q61Q60Q59Q58Q57Q56Q55Q54Q53Q52Q48Q47Q46Q45Q44Q43Q42Q41Q39Q38Q37Q36Q35Q34Q33Q32Q31Q30Q28Q27Q26Q25Q22Q21Q20Q19Q18Q17Q15Q14Q13Q12Q10Q09Q08Q07Q06Q03Q0220406080100SE +/- 0.44, N = 3SE +/- 0.31, N = 3SE +/- 0.42, N = 3SE +/- 0.43, N = 3SE +/- 0.70, N = 3SE +/- 0.13, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.43, N = 3SE +/- 0.49, N = 3SE +/- 0.72, N = 3SE +/- 0.37, N = 3SE +/- 0.82, N = 3SE +/- 1.37, N = 3SE +/- 0.42, N = 3SE +/- 0.26, N = 3SE +/- 0.43, N = 3SE +/- 0.31, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.70, N = 3SE +/- 1.04, N = 3SE +/- 1.31, N = 3SE +/- 0.61, N = 3SE +/- 0.14, N = 3SE +/- 0.34, N = 3SE +/- 0.13, N = 2SE +/- 0.11, N = 3SE +/- 0.29, N = 3SE +/- 0.27, N = 3SE +/- 0.43, N = 3SE +/- 0.29, N = 3SE +/- 0.37, N = 3SE +/- 0.23, N = 3SE +/- 0.32, N = 3SE +/- 0.25, N = 3SE +/- 0.09, N = 3SE +/- 0.37, N = 3SE +/- 0.18, N = 3SE +/- 0.33, N = 3SE +/- 0.57, N = 3SE +/- 0.28, N = 3SE +/- 0.12, N = 3SE +/- 0.12, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.06, N = 3SE +/- 0.64, N = 3SE +/- 0.46, N = 3SE +/- 0.61, N = 3SE +/- 0.28, N = 3SE +/- 0.40, N = 3SE +/- 0.28, N = 3SE +/- 0.02, N = 2SE +/- 0.52, N = 3SE +/- 0.23, N = 3SE +/- 0.71, N = 3SE +/- 0.11, N = 3SE +/- 1.32, N = 3SE +/- 0.38, N = 2SE +/- 0.09, N = 2SE +/- 1.72, N = 2SE +/- 0.61, N = 2SE +/- 0.13, N = 2SE +/- 1.17, N = 2SE +/- 0.05, N = 2SE +/- 0.21, N = 2SE +/- 0.07, N = 216.0412.1023.4653.7068.1915.4024.6013.5526.0230.2728.5921.3030.9135.8826.0830.4827.0819.8615.617.7131.1736.0634.2131.6328.0517.9533.9919.9619.1423.1349.4429.8716.9025.0319.2317.617.3224.9968.0821.4030.7336.5022.8129.0422.5949.0018.8967.0429.8620.5941.3061.5021.025.2225.8027.7343.5526.11100.3628.725.2327.6939.8022.6627.8323.6119.4827.901. (CC) gcc options: -O3 -fcommon -lm

rk1-mainline-nvmerk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Comparison (Scale Factor: 1)Q99Q98Q93Q59Q97Q96Q95Q94Q92Q91Q90Q89Q88Q87Q86Q85Q84Q83Q82Q81Q80Q79Q78Q77Q76Q75Q74Q73Q72Q71Q70Q69Q68Q67Q66Q65Q64Q63Q62Q61Q60Q58Q57Q56Q55Q54Q53Q52Q51Q50Q49Q48Q47Q46Q45Q44Q43Q42Q41Q40Q39Q38Q37Q36Q35Q34Q33Q32Q31Q30Q29Q28Q27Q26Q25Q24Q23Q22Q21Q20Q19Q18Q17Q16Q15Q14Q13Q12Q11Q10Q09Q08Q07Q06Q05Q04Q03Q02Q01510152025SE +/- 0.22, N = 2SE +/- 0.02, N = 2SE +/- 0.02, N = 2SE +/- 0.15, N = 2SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 2SE +/- 0.07, N = 3SE +/- 0.01, N = 2SE +/- 0.14, N = 2SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 2SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 2SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.28, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 2SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.13, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.08, N = 2SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 2SE +/- 0.17, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.21, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.19, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.33, N = 3SE +/- 0.16, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.17, N = 3SE +/- 0.11, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.19, N = 3SE +/- 0.22, N = 3SE +/- 0.03, N = 3SE +/- 0.14, N = 3SE +/- 0.10, N = 3SE +/- 0.02, N = 2SE +/- 0.02, N = 4SE +/- 0.04, N = 3SE +/- 0.04, N = 4SE +/- 0.06, N = 4SE +/- 0.03, N = 4SE +/- 0.04, N = 3SE +/- 0.03, N = 4SE +/- 0.08, N = 4SE +/- 0.06, N = 4SE +/- 0.06, N = 4SE +/- 0.10, N = 4SE +/- 0.12, N = 3SE +/- 0.05, N = 4SE +/- 0.11, N = 4SE +/- 0.19, N = 3SE +/- 0.05, N = 4SE +/- 0.02, N = 3SE +/- 0.07, N = 4SE +/- 0.08, N = 3SE +/- 0.10, N = 4SE +/- 0.06, N = 4SE +/- 0.07, N = 4SE +/- 0.05, N = 4SE +/- 0.10, N = 4SE +/- 0.13, N = 4SE +/- 0.05, N = 4SE +/- 0.05, N = 4SE +/- 0.25, N = 4SE +/- 0.10, N = 4SE +/- 0.15, N = 3SE +/- 0.18, N = 4SE +/- 0.07, N = 4SE +/- 0.13, N = 4SE +/- 0.13, N = 3SE +/- 0.06, N = 4SE +/- 0.19, N = 4SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 2SE +/- 0.07, N = 4SE +/- 0.05, N = 4SE +/- 0.06, N = 4SE +/- 0.10, N = 4SE +/- 0.07, N = 4SE +/- 0.02, N = 4SE +/- 0.19, N = 4SE +/- 0.14, N = 4SE +/- 0.08, N = 4SE +/- 0.07, N = 4SE +/- 0.16, N = 4SE +/- 0.06, N = 3SE +/- 0.03, N = 4SE +/- 0.03, N = 4SE +/- 0.09, N = 4SE +/- 0.03, N = 4SE +/- 0.05, N = 4SE +/- 0.04, N = 3SE +/- 0.12, N = 4SE +/- 0.05, N = 4SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 4SE +/- 0.13, N = 2SE +/- 0.09, N = 4SE +/- 0.04, N = 4SE +/- 0.14, N = 4SE +/- 0.07, N = 3SE +/- 0.04, N = 4SE +/- 0.12, N = 3SE +/- 0.05, N = 4SE +/- 0.14, N = 4SE +/- 0.11, N = 4SE +/- 0.05, N = 4SE +/- 0.23, N = 4SE +/- 0.18, N = 4SE +/- 0.08, N = 4SE +/- 0.02, N = 4SE +/- 0.05, N = 4SE +/- 0.08, N = 4SE +/- 0.12, N = 4SE +/- 0.10, N = 4SE +/- 0.02, N = 4SE +/- 0.11, N = 4SE +/- 0.11, N = 4SE +/- 0.02, N = 4SE +/- 0.05, N = 4SE +/- 0.16, N = 4SE +/- 0.05, N = 4SE +/- 0.01, N = 4SE +/- 0.04, N = 4SE +/- 0.05, N = 4SE +/- 0.11, N = 4SE +/- 0.10, N = 4SE +/- 0.07, N = 4SE +/- 0.06, N = 4SE +/- 0.10, N = 47.834.877.719.099.715.757.466.117.588.326.768.7011.8310.098.1312.007.139.218.888.7613.458.5114.0311.248.8214.4311.728.3019.618.9910.2911.078.4612.3111.2710.1017.157.797.636.5410.2510.1710.649.886.8011.167.886.7813.308.5611.147.8912.598.677.538.647.246.706.238.073.7610.185.229.2511.228.4110.207.6812.089.0011.6311.149.127.8911.212.728.0810.757.994.978.1710.5911.726.317.579.018.264.9512.7511.458.198.758.489.1112.1115.166.759.778.937.624.857.759.119.835.737.266.097.798.196.638.8111.3910.078.0411.867.309.248.868.8713.528.4414.3311.398.7814.2611.958.3119.119.0410.3510.958.5312.0811.2710.2717.197.887.836.4910.199.9210.769.876.5710.897.906.7313.228.7510.777.6512.438.697.608.617.156.726.228.003.7210.085.098.8311.488.6110.047.7012.299.2611.1911.028.997.8811.272.688.0710.427.914.948.0210.5811.996.297.499.038.404.9012.7011.537.908.808.469.3311.7915.046.799.698.981. (CC) gcc options: -O3 -fcommon -lm

rk1-mainline-nvmerk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-DS 3.5Scale Factor Comparison (Q16)1246810SE +/- 0.16, N = 3SE +/- 0.10, N = 46.316.291. (CC) gcc options: -O3 -fcommon -lm

Timed Linux Kernel Compilation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build Comparisonallmodconfigdefconfig2K4K6K8K10KSE +/- 4.42, N = 3SE +/- 1.10, N = 3SE +/- 1.62, N = 3SE +/- 1.28, N = 3SE +/- 1.83, N = 3SE +/- 5.72, N = 3SE +/- 2.80, N = 3SE +/- 2.04, N = 3SE +/- 14.83, N = 3SE +/- 9.15, N = 35759.511199.615536.031160.505375.951138.205371.021131.979463.571904.55

Timed Node.js Compilation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterTimed Node.js Compilation 19.8.1ComparisonTime To Compile7001400210028003500SE +/- 2.91, N = 3SE +/- 1.20, N = 3SE +/- 3.73, N = 3SE +/- 0.29, N = 33378.823261.913289.073283.24

Comparison

pi5-raspbian-nvme: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: g++: fatal error: Killed signal terminated program cc1plus

Timed GCC Compilation

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 13.2ComparisonTime To Compile9001800270036004500SE +/- 12.28, N = 34406.83

Comparison

rk1-mainline-emmc: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

rk1-mainline-nvme: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

rk1-rok-emmc: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

pi5-raspbian-nvme: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: collect2: fatal error: ld terminated with signal 9 [Killed]

pi4-raspbian-sd: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

Timed LLVM Compilation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterTimed LLVM Compilation 16.0Build System ComparisonNinjaUnix Makefiles8001600240032004000SE +/- 5.47, N = 3SE +/- 5.63, N = 3SE +/- 1.73, N = 3SE +/- 3.39, N = 3SE +/- 3.31, N = 3SE +/- 6.63, N = 3SE +/- 1.23, N = 3SE +/- 2.47, N = 33662.543722.373524.423577.043480.733524.743468.303511.13

Build System Comparison

pi5-raspbian-nvme: Ninja: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

pi5-raspbian-nvme: Unix Makefiles: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: c++: fatal error: Killed signal terminated program cc1plus

Timed Gem5 Compilation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterTimed Gem5 Compilation 23.0.1ComparisonTime To Compile5001000150020002500SE +/- 3.08, N = 3SE +/- 0.90, N = 3SE +/- 2.55, N = 3SE +/- 0.96, N = 32329.032257.242222.422220.18

Comparison

pi5-raspbian-nvme: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: g++: fatal error: Killed signal terminated program cc1plus

Apache CouchDB

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size Comparison (Inserts: 3000 - Rounds: 30)3005001005001000150020002500SE +/- 14.88, N = 5SE +/- 0.87, N = 3SE +/- 1.11, N = 3SE +/- 2.19, N = 3SE +/- 1.95, N = 3SE +/- 0.84, N = 3SE +/- 31.00, N = 9SE +/- 11.33, N = 3SE +/- 1.88, N = 3SE +/- 2.59, N = 3SE +/- 13.77, N = 3SE +/- 10.18, N = 31412.822261.83887.891314.732158.52860.531492.532083.07855.611444.002140.74871.541. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Inserts Comparison (Bulk Size: 300 - - Rounds: 30)3000100030060090012001500SE +/- 14.88, N = 5SE +/- 2.78, N = 3SE +/- 2.19, N = 3SE +/- 3.79, N = 3SE +/- 31.00, N = 9SE +/- 1.83, N = 3SE +/- 2.59, N = 3SE +/- 0.91, N = 31412.82377.971314.73366.671492.53384.071444.00394.741. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Rounds Comparison (Bulk Size: 300 - Inserts: 3000)3030060090012001500SE +/- 14.88, N = 5SE +/- 2.19, N = 3SE +/- 31.00, N = 9SE +/- 2.59, N = 31412.821314.731492.531444.001. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Inserts Comparison (Bulk Size: 500 - - Rounds: 30)300010005001000150020002500SE +/- 0.87, N = 3SE +/- 0.74, N = 3SE +/- 1.95, N = 3SE +/- 0.51, N = 3SE +/- 11.33, N = 3SE +/- 3.77, N = 3SE +/- 13.77, N = 3SE +/- 2.58, N = 32261.83464.692158.52438.302083.07676.092140.74679.401. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Rounds Comparison (Bulk Size: 500 - Inserts: 3000)305001000150020002500SE +/- 0.87, N = 3SE +/- 1.95, N = 3SE +/- 11.33, N = 3SE +/- 13.77, N = 32261.832158.522083.072140.741. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Inserts Comparison (Bulk Size: 100 - - Rounds: 30)300010002004006008001000SE +/- 1.11, N = 3SE +/- 3.82, N = 9SE +/- 0.84, N = 3SE +/- 2.31, N = 3SE +/- 1.88, N = 3SE +/- 2.80, N = 9SE +/- 10.18, N = 3SE +/- 2.59, N = 6887.89262.44860.53247.76855.61266.25871.54258.521. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Rounds Comparison (Bulk Size: 100 - Inserts: 3000)302004006008001000SE +/- 1.11, N = 3SE +/- 0.84, N = 3SE +/- 1.88, N = 3SE +/- 10.18, N = 3887.89860.53855.61871.541. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size Comparison (Inserts: 1000 - Rounds: 30)100500300150300450600750SE +/- 3.82, N = 9SE +/- 0.74, N = 3SE +/- 2.78, N = 3SE +/- 2.31, N = 3SE +/- 0.51, N = 3SE +/- 3.79, N = 3SE +/- 2.80, N = 9SE +/- 3.77, N = 3SE +/- 1.83, N = 3SE +/- 2.59, N = 6SE +/- 2.58, N = 3SE +/- 0.91, N = 3262.44464.69377.97247.76438.30366.67266.25676.09384.07258.52679.40394.741. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Rounds Comparison (Bulk Size: 100 - Inserts: 1000)3060120180240300SE +/- 3.82, N = 9SE +/- 2.31, N = 3SE +/- 2.80, N = 9SE +/- 2.59, N = 6262.44247.76266.25258.521. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Rounds Comparison (Bulk Size: 500 - Inserts: 1000)30150300450600750SE +/- 0.74, N = 3SE +/- 0.51, N = 3SE +/- 3.77, N = 3SE +/- 2.58, N = 3464.69438.30676.09679.401. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Rounds Comparison (Bulk Size: 300 - Inserts: 1000)3090180270360450SE +/- 2.78, N = 3SE +/- 3.79, N = 3SE +/- 1.83, N = 3SE +/- 0.91, N = 3377.97366.67384.07394.741. (CXX) g++ options: -std=c++17 -lmozjs-78 -lm -lei -fPIC -MMD

Timed Godot Game Engine Compilation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0ComparisonTime To Compile8001600240032004000SE +/- 7.67, N = 3SE +/- 4.62, N = 3SE +/- 4.83, N = 3SE +/- 6.78, N = 3SE +/- 3.05, N = 31922.641852.591835.921844.363498.30

Apache Spark

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 100 - Broadcast Inner Join Test Time)40000000200000001000000100000004080120160200SE +/- 2.32, N = 3SE +/- 0.43, N = 3SE +/- 0.10, N = 3SE +/- 0.71, N = 3SE +/- 0.60, N = 3SE +/- 0.55, N = 3SE +/- 0.07, N = 5SE +/- 0.21, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 4SE +/- 0.25, N = 3SE +/- 0.59, N = 3SE +/- 0.08, N = 3SE +/- 0.62, N = 3159.0179.215.6944.26150.0574.605.4542.8582.035.7247.1073.605.5043.19

rk1-mainline-nvmerk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 40000000 - - Broadcast Inner Join Test Time)100100020005004080120160200SE +/- 2.32, N = 3SE +/- 0.25, N = 3SE +/- 1.89, N = 3SE +/- 0.85, N = 3SE +/- 0.60, N = 3SE +/- 1.46, N = 3SE +/- 0.50, N = 3SE +/- 0.76, N = 3159.01158.24157.25157.08150.05147.55148.66147.55

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 40000000 - Partitions: 100)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time160320480640800SE +/- 2.32, N = 3SE +/- 1.75, N = 3SE +/- 1.31, N = 3SE +/- 2.29, N = 3SE +/- 0.23, N = 3SE +/- 1.80, N = 3SE +/- 0.84, N = 3SE +/- 0.60, N = 3SE +/- 1.45, N = 3SE +/- 0.42, N = 3SE +/- 3.33, N = 3SE +/- 0.10, N = 3SE +/- 0.68, N = 3SE +/- 0.82, N = 3SE +/- 0.05, N = 3SE +/- 8.88, N = 3SE +/- 0.34, N = 3SE +/- 0.38, N = 3SE +/- 0.87, N = 3SE +/- 0.58, N = 3159.01157.88137.2887.3232.08694.62190.03150.05152.87131.3888.0131.79581.19178.8933.63724.99195.4531.57579.98177.81

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 100 - Inner Join Test Time)4000000020000000100000010000000306090120150SE +/- 1.752337079, N = 3SE +/- 0.323667212, N = 3SE +/- 0.004165140, N = 3SE +/- 0.120293064, N = 3SE +/- 1.445788055, N = 3SE +/- 0.475686548, N = 3SE +/- 0.044993077, N = 5SE +/- 1.372283254, N = 3SE +/- 0.574015178, N = 3SE +/- 0.134671456, N = 4SE +/- 0.257232291, N = 3SE +/- 1.129567495, N = 3SE +/- 0.294062371, N = 3SE +/- 1.642152192, N = 3157.88000000080.9000000006.25000000043.580000000152.87255721976.8700000006.04000000043.71000000083.9800000006.59000000047.52000000075.6800000006.54000000043.880000000

rk1-mainline-nvmerk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 40000000 - - Inner Join Test Time)100100020005004080120160200SE +/- 1.75, N = 3SE +/- 1.92, N = 3SE +/- 1.46, N = 3SE +/- 0.39, N = 3SE +/- 1.45, N = 3SE +/- 1.83, N = 3SE +/- 1.01, N = 3SE +/- 1.02, N = 3157.88162.01159.12158.11152.87151.54151.60152.21

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 100 - Repartition Test Time)4000000020000000100000010000000306090120150SE +/- 1.31, N = 3SE +/- 0.33, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3SE +/- 0.42, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 5SE +/- 0.43, N = 3SE +/- 0.55, N = 3SE +/- 0.03, N = 4SE +/- 0.56, N = 3SE +/- 2.01, N = 3SE +/- 0.07, N = 3SE +/- 0.76, N = 3137.2871.598.7938.29131.3868.128.7537.0774.329.0841.2872.358.6238.58

rk1-mainline-nvmerk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 40000000 - - Repartition Test Time)10010002000500306090120150SE +/- 1.31, N = 3SE +/- 0.83, N = 3SE +/- 0.91, N = 3SE +/- 0.58, N = 3SE +/- 0.42, N = 3SE +/- 0.93, N = 3SE +/- 0.77, N = 3SE +/- 0.84, N = 3137.28138.87137.45138.04131.38131.43131.39131.53

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 100 - Group By Test Time)400000002000000010000001000000020406080100SE +/- 2.29, N = 3SE +/- 0.32, N = 3SE +/- 0.13, N = 3SE +/- 0.25, N = 3SE +/- 3.33, N = 3SE +/- 0.47, N = 3SE +/- 0.08, N = 5SE +/- 0.24, N = 3SE +/- 0.45, N = 3SE +/- 0.02, N = 4SE +/- 0.30, N = 3SE +/- 0.73, N = 3SE +/- 0.13, N = 3SE +/- 3.06, N = 387.3235.518.8123.5088.0134.419.0923.9037.119.0725.0534.668.7526.62

rk1-mainline-nvmerk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 40000000 - - Group By Test Time)1001000200050020406080100SE +/- 2.29, N = 3SE +/- 2.33, N = 3SE +/- 4.77, N = 3SE +/- 4.05, N = 3SE +/- 3.33, N = 3SE +/- 0.85, N = 3SE +/- 3.36, N = 3SE +/- 1.17, N = 387.3288.0283.8789.2388.0179.6081.6182.35

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 1000 - Broadcast Inner Join Test Time)4000000020000000100000001000000306090120150SE +/- 0.25, N = 3SE +/- 0.09, N = 3SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 1.46, N = 3SE +/- 0.20, N = 3SE +/- 0.36, N = 3SE +/- 0.06, N = 3SE +/- 0.51, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.83, N = 3SE +/- 1.25, N = 3SE +/- 0.06, N = 4158.2480.6441.986.99147.5576.6639.227.0584.0143.477.2975.9640.906.90

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 40000000 - Partitions: 1000)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time160320480640800SE +/- 0.25, N = 3SE +/- 1.92, N = 3SE +/- 0.83, N = 3SE +/- 2.33, N = 3SE +/- 0.16, N = 3SE +/- 6.51, N = 3SE +/- 0.13, N = 3SE +/- 1.46, N = 3SE +/- 1.83, N = 3SE +/- 0.93, N = 3SE +/- 0.85, N = 3SE +/- 0.10, N = 3SE +/- 1.66, N = 3SE +/- 0.48, N = 3SE +/- 0.22, N = 3SE +/- 14.94, N = 3SE +/- 0.54, N = 3SE +/- 0.16, N = 3SE +/- 0.56, N = 3SE +/- 0.77, N = 3158.24162.01138.8788.0232.40697.90183.35147.55151.54131.4379.6031.61581.60172.1933.51721.00189.7331.54581.69172.45

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 1000 - Inner Join Test Time)40000000200000001000000010000004080120160200SE +/- 1.923212084, N = 3SE +/- 0.420756743, N = 3SE +/- 0.136942862, N = 3SE +/- 0.035374915, N = 3SE +/- 1.834767926, N = 3SE +/- 0.524371080, N = 3SE +/- 0.211182878, N = 3SE +/- 0.108422107, N = 3SE +/- 0.315382741, N = 3SE +/- 0.399790551, N = 3SE +/- 0.105150363, N = 3SE +/- 0.855084002, N = 3SE +/- 0.557375853, N = 3SE +/- 0.633875719, N = 4162.01000000081.35000000044.0000000008.010000000151.54386199779.29000000041.4900000007.81000000085.12000000045.6000000008.33000000078.42000000043.3000000008.630000000

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 1000 - Repartition Test Time)4000000020000000100000001000000306090120150SE +/- 0.83, N = 3SE +/- 0.23, N = 3SE +/- 0.22, N = 3SE +/- 0.07, N = 3SE +/- 0.93, N = 3SE +/- 0.20, N = 3SE +/- 0.31, N = 3SE +/- 0.18, N = 3SE +/- 0.23, N = 3SE +/- 0.23, N = 3SE +/- 0.02, N = 3SE +/- 1.03, N = 3SE +/- 0.54, N = 3SE +/- 0.07, N = 4138.8771.7038.6110.05131.4368.5436.729.9575.1839.9610.0672.9839.319.74

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 1000 - Group By Test Time)400000002000000010000000100000020406080100SE +/- 2.33, N = 3SE +/- 0.15, N = 3SE +/- 0.28, N = 3SE +/- 0.02, N = 3SE +/- 0.85, N = 3SE +/- 0.44, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.79, N = 3SE +/- 0.35, N = 3SE +/- 0.03, N = 3SE +/- 2.03, N = 3SE +/- 0.36, N = 3SE +/- 0.08, N = 488.0235.2722.2911.1079.6034.7022.6211.1837.3123.8911.3935.8322.4410.93

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 2000 - Broadcast Inner Join Test Time)4000000010000002000000010000000306090120150SE +/- 1.89, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.28, N = 3SE +/- 0.50, N = 3SE +/- 0.27, N = 3SE +/- 0.89, N = 3SE +/- 0.13, N = 3SE +/- 0.18, N = 3SE +/- 0.57, N = 3SE +/- 0.27, N = 3SE +/- 0.13, N = 9SE +/- 0.24, N = 3157.258.0481.2542.90148.668.4177.5641.168.5883.9444.598.3740.93

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 40000000 - Partitions: 2000)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time150300450600750SE +/- 1.89, N = 3SE +/- 1.46, N = 3SE +/- 0.91, N = 3SE +/- 4.77, N = 3SE +/- 0.31, N = 3SE +/- 8.50, N = 3SE +/- 0.21, N = 3SE +/- 0.50, N = 3SE +/- 1.01, N = 3SE +/- 0.77, N = 3SE +/- 3.36, N = 3SE +/- 0.14, N = 3SE +/- 1.28, N = 3SE +/- 0.47, N = 3SE +/- 0.06, N = 3SE +/- 16.56, N = 3SE +/- 0.40, N = 3SE +/- 0.10, N = 3SE +/- 0.49, N = 3SE +/- 0.42, N = 3157.25159.12137.4583.8732.20695.17185.51148.66151.60131.3981.6131.32579.55175.2433.79710.71192.8131.65580.86175.84

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 2000 - Inner Join Test Time)40000000100000020000000100000004080120160200SE +/- 1.46, N = 3SE +/- 0.09, N = 3SE +/- 0.31, N = 3SE +/- 0.04, N = 3SE +/- 1.01, N = 3SE +/- 0.40, N = 3SE +/- 0.05, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.28, N = 3SE +/- 0.21, N = 3SE +/- 0.50, N = 9SE +/- 1.45, N = 3159.1210.6883.6445.74151.6010.8980.4144.2310.6986.4347.6711.0647.61

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 2000 - Repartition Test Time)4000000010000002000000010000000306090120150SE +/- 0.91, N = 3SE +/- 0.04, N = 3SE +/- 0.20, N = 3SE +/- 0.21, N = 3SE +/- 0.77, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.18, N = 3SE +/- 0.46, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 9SE +/- 0.66, N = 3137.4510.7172.2839.22131.3910.8569.0937.9411.0175.4440.5010.5739.33

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 2000 - Group By Test Time)400000001000000200000001000000020406080100SE +/- 4.77, N = 3SE +/- 0.09, N = 3SE +/- 0.46, N = 3SE +/- 0.13, N = 3SE +/- 3.36, N = 3SE +/- 0.23, N = 3SE +/- 0.41, N = 3SE +/- 0.39, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.28, N = 3SE +/- 0.13, N = 9SE +/- 0.22, N = 383.8712.8636.7224.0981.6113.3137.1624.1313.0237.3524.8512.8324.10

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 500 - Broadcast Inner Join Test Time)4000000020000000100000001000000306090120150SE +/- 0.852271154, N = 3SE +/- 0.489603948, N = 3SE +/- 0.236232308, N = 3SE +/- 0.103211248, N = 3SE +/- 0.764058299, N = 3SE +/- 0.730826056, N = 3SE +/- 0.448087864, N = 3SE +/- 0.486110869, N = 3SE +/- 0.300364443, N = 3SE +/- 0.236866720, N = 3SE +/- 0.094366471, N = 3SE +/- 0.043071403, N = 3SE +/- 0.416062930, N = 3SE +/- 0.063047733, N = 3157.08000000080.77000000040.9500000006.290000000147.54853119476.27000000038.3500000006.51000000083.53000000042.6800000006.62000000075.23000000039.1600000006.120000000

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 40000000 - Partitions: 500)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time160320480640800SE +/- 0.85, N = 3SE +/- 0.39, N = 3SE +/- 0.58, N = 3SE +/- 4.05, N = 3SE +/- 0.36, N = 3SE +/- 4.60, N = 3SE +/- 0.55, N = 3SE +/- 0.76, N = 3SE +/- 1.02, N = 3SE +/- 0.84, N = 3SE +/- 1.17, N = 3SE +/- 0.09, N = 3SE +/- 0.55, N = 3SE +/- 1.56, N = 3SE +/- 0.10, N = 3SE +/- 6.99, N = 3SE +/- 0.26, N = 3SE +/- 0.11, N = 3SE +/- 0.86, N = 3SE +/- 0.48, N = 3157.08158.11138.0489.2331.96690.62183.20147.55152.21131.5382.3531.71579.01172.6933.77728.26189.3931.51580.30172.06

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 500 - Inner Join Test Time)4000000020000000100000001000000306090120150SE +/- 0.391834664, N = 3SE +/- 0.747944666, N = 3SE +/- 0.391685283, N = 3SE +/- 0.103943425, N = 3SE +/- 1.021947894, N = 3SE +/- 0.097366593, N = 3SE +/- 0.324188438, N = 3SE +/- 0.043852959, N = 3SE +/- 0.562607380, N = 3SE +/- 0.422261678, N = 3SE +/- 0.056766652, N = 3SE +/- 0.488163973, N = 3SE +/- 0.798930107, N = 3SE +/- 0.517942458, N = 3158.11000000080.99000000042.5400000007.010000000152.20748539777.63000000040.2400000007.03000000083.84000000044.6800000007.26000000078.03000000042.4300000007.530000000

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 500 - Repartition Test Time)4000000020000000100000001000000306090120150SE +/- 0.575990239, N = 3SE +/- 0.119615928, N = 3SE +/- 0.263873750, N = 3SE +/- 0.076523207, N = 3SE +/- 0.835252655, N = 3SE +/- 0.310887433, N = 3SE +/- 0.254871419, N = 3SE +/- 0.069154351, N = 3SE +/- 0.150029474, N = 3SE +/- 0.579061882, N = 3SE +/- 0.037643391, N = 3SE +/- 0.840434214, N = 3SE +/- 1.074726167, N = 3SE +/- 0.101989022, N = 3138.04000000071.30000000038.2100000009.100000000131.53113267767.86000000036.4400000009.21000000073.22000000040.1600000009.46000000070.90000000038.9200000009.000000000

rk1-mainline-nvmerk1-rok-nvmerk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 500 - Group By Test Time)400000002000000010000000100000020406080100SE +/- 4.05, N = 3SE +/- 0.72, N = 3SE +/- 0.51, N = 3SE +/- 0.19, N = 3SE +/- 1.17, N = 3SE +/- 0.13, N = 3SE +/- 0.17, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.42, N = 3SE +/- 0.09, N = 3SE +/- 4.59, N = 3SE +/- 1.78, N = 3SE +/- 0.15, N = 389.2336.3722.379.9582.3535.9922.3810.0337.0023.2810.1339.2623.829.84

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 100 - Calculate Pi Benchmark Using Dataframe)4000000020000000100000010000000816243240SE +/- 0.05, N = 3SE +/- 0.32, N = 3SE +/- 0.12, N = 4SE +/- 0.10, N = 3SE +/- 0.23, N = 3SE +/- 0.23, N = 3SE +/- 0.26, N = 3SE +/- 0.09, N = 3SE +/- 0.38, N = 3SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.29, N = 3SE +/- 0.10, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 5SE +/- 0.06, N = 333.6333.7333.7634.0232.0832.2432.1432.3531.5731.8131.8431.4931.7931.6231.6331.97

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 40000000 - - Calculate Pi Benchmark Using Dataframe)10050010002000816243240SE +/- 0.05, N = 3SE +/- 0.10, N = 3SE +/- 0.22, N = 3SE +/- 0.06, N = 3SE +/- 0.23, N = 3SE +/- 0.36, N = 3SE +/- 0.16, N = 3SE +/- 0.31, N = 3SE +/- 0.38, N = 3SE +/- 0.11, N = 3SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.14, N = 333.6333.7733.5133.7932.0831.9632.4032.2031.5731.5131.5431.6531.7931.7131.6131.32

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 100 - Calculate Pi Benchmark)4000000020000000100000010000000160320480640800SE +/- 8.88, N = 3SE +/- 8.94, N = 3SE +/- 9.68, N = 4SE +/- 3.83, N = 3SE +/- 1.80, N = 3SE +/- 8.48, N = 3SE +/- 1.77, N = 3SE +/- 7.97, N = 3SE +/- 0.87, N = 3SE +/- 1.38, N = 3SE +/- 1.54, N = 3SE +/- 1.47, N = 3SE +/- 0.68, N = 3SE +/- 3.74, N = 3SE +/- 0.46, N = 5SE +/- 0.70, N = 3724.99713.91727.52722.90694.62694.61694.41681.48579.98580.52581.45581.85581.19582.87581.85580.29

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 40000000 - - Calculate Pi Benchmark)10050010002000160320480640800SE +/- 8.88, N = 3SE +/- 6.99, N = 3SE +/- 14.94, N = 3SE +/- 16.56, N = 3SE +/- 1.80, N = 3SE +/- 4.60, N = 3SE +/- 6.51, N = 3SE +/- 8.50, N = 3SE +/- 0.87, N = 3SE +/- 0.86, N = 3SE +/- 0.56, N = 3SE +/- 0.49, N = 3SE +/- 0.68, N = 3SE +/- 0.55, N = 3SE +/- 1.66, N = 3SE +/- 1.28, N = 3724.99728.26721.00710.71694.62690.62697.90695.17579.98580.30581.69580.86581.19579.01581.60579.55

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 100 - SHA-512 Benchmark Time)40000000200000001000000100000004080120160200SE +/- 0.34, N = 3SE +/- 0.22, N = 3SE +/- 0.11, N = 4SE +/- 0.32, N = 3SE +/- 0.84, N = 3SE +/- 0.34, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.58, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.82, N = 3SE +/- 0.67, N = 3SE +/- 0.10, N = 5SE +/- 0.39, N = 3195.4596.6810.0157.05190.0393.799.5055.28177.8188.819.3452.69178.8989.489.5652.88

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 40000000 - - SHA-512 Benchmark Time)100500100020004080120160200SE +/- 0.34, N = 3SE +/- 0.26, N = 3SE +/- 0.54, N = 3SE +/- 0.40, N = 3SE +/- 0.84, N = 3SE +/- 0.55, N = 3SE +/- 0.13, N = 3SE +/- 0.21, N = 3SE +/- 0.58, N = 3SE +/- 0.48, N = 3SE +/- 0.77, N = 3SE +/- 0.42, N = 3SE +/- 0.82, N = 3SE +/- 1.56, N = 3SE +/- 0.48, N = 3SE +/- 0.47, N = 3195.45189.39189.73192.81190.03183.20183.35185.51177.81172.06172.45175.84178.89172.69172.19175.24

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 500 - Calculate Pi Benchmark Using Dataframe)4000000020000000100000001000000816243240SE +/- 0.10, N = 3SE +/- 0.25, N = 3SE +/- 0.13, N = 3SE +/- 0.16, N = 3SE +/- 0.36, N = 3SE +/- 0.22, N = 3SE +/- 0.05, N = 3SE +/- 0.16, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 333.7733.7233.8933.7631.9631.8432.1732.2731.5131.7631.7931.7931.7131.7431.8131.72

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 500 - Calculate Pi Benchmark)4000000020000000100000001000000160320480640800SE +/- 6.99, N = 3SE +/- 17.41, N = 3SE +/- 3.66, N = 3SE +/- 10.10, N = 3SE +/- 4.60, N = 3SE +/- 4.56, N = 3SE +/- 3.78, N = 3SE +/- 3.62, N = 3SE +/- 0.86, N = 3SE +/- 0.79, N = 3SE +/- 1.02, N = 3SE +/- 0.64, N = 3SE +/- 0.55, N = 3SE +/- 0.67, N = 3SE +/- 0.62, N = 3SE +/- 1.70, N = 3728.26714.05692.06733.90690.62683.57684.23685.12580.30581.12579.55580.99579.01583.11581.78579.16

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 500 - SHA-512 Benchmark Time)40000000200000001000000010000004080120160200SE +/- 0.260000987, N = 3SE +/- 0.307771793, N = 3SE +/- 0.109148903, N = 3SE +/- 0.075456756, N = 3SE +/- 0.553867494, N = 3SE +/- 0.105154004, N = 3SE +/- 0.088475323, N = 3SE +/- 0.073904401, N = 3SE +/- 0.477080995, N = 3SE +/- 0.160687224, N = 3SE +/- 0.112654588, N = 3SE +/- 0.026873455, N = 3SE +/- 1.561648800, N = 3SE +/- 0.331996595, N = 3SE +/- 0.195921788, N = 3SE +/- 0.114204323, N = 3189.39000000099.64000000052.62000000011.230000000183.20000000096.85000000050.73000000010.430000000172.06000000090.56000000047.8700000009.890000000172.69004833191.24000000048.84000000010.480000000

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 1000 - Calculate Pi Benchmark Using Dataframe)4000000020000000100000001000000816243240SE +/- 0.22, N = 3SE +/- 0.19, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 3SE +/- 0.32, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 4SE +/- 0.10, N = 3SE +/- 0.32, N = 3SE +/- 0.26, N = 3SE +/- 0.08, N = 333.5133.8134.0033.3932.4032.0532.2432.3631.5431.7531.6631.8831.6131.2231.3631.54

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 1000 - Calculate Pi Benchmark)4000000020000000100000001000000160320480640800SE +/- 14.94, N = 3SE +/- 11.19, N = 3SE +/- 5.58, N = 3SE +/- 1.88, N = 3SE +/- 6.51, N = 3SE +/- 2.66, N = 3SE +/- 4.78, N = 3SE +/- 1.43, N = 3SE +/- 0.56, N = 3SE +/- 0.66, N = 3SE +/- 1.40, N = 3SE +/- 0.54, N = 4SE +/- 1.66, N = 3SE +/- 1.10, N = 3SE +/- 0.29, N = 3SE +/- 2.32, N = 3721.00722.93722.36717.10697.90687.06690.24695.32581.69579.19580.37580.24581.60580.24580.46583.50

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 1000 - SHA-512 Benchmark Time)40000000200000001000000010000004080120160200SE +/- 0.54, N = 3SE +/- 0.20, N = 3SE +/- 0.22, N = 3SE +/- 0.14, N = 3SE +/- 0.13, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.77, N = 3SE +/- 0.29, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 4SE +/- 0.48, N = 3SE +/- 0.10, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3189.73100.7353.5211.38183.3595.9251.6411.18172.4591.3949.2110.78172.1992.4249.4511.14

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 2000 - Calculate Pi Benchmark Using Dataframe)4000000010000002000000010000000816243240SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.31, N = 3SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.09, N = 9SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.15, N = 3SE +/- 0.04, N = 333.7933.7933.9133.9632.2032.0332.2131.9231.6531.5631.6131.6631.3231.6831.6631.58

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 2000 - Calculate Pi Benchmark)4000000010000002000000010000000160320480640800SE +/- 16.56, N = 3SE +/- 5.14, N = 3SE +/- 22.40, N = 3SE +/- 13.31, N = 3SE +/- 8.50, N = 3SE +/- 8.22, N = 3SE +/- 2.10, N = 3SE +/- 6.18, N = 3SE +/- 0.49, N = 3SE +/- 0.47, N = 9SE +/- 1.08, N = 3SE +/- 0.41, N = 3SE +/- 1.28, N = 3SE +/- 0.55, N = 3SE +/- 0.28, N = 3SE +/- 0.51, N = 3710.71733.77723.32711.60695.17690.63681.91699.96580.86580.68579.87581.17579.55582.61581.10577.92

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Row Count Comparison (Partitions: 2000 - SHA-512 Benchmark Time)40000000100000020000000100000004080120160200SE +/- 0.40, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 3SE +/- 0.39, N = 3SE +/- 0.21, N = 3SE +/- 0.11, N = 3SE +/- 0.37, N = 3SE +/- 0.34, N = 3SE +/- 0.42, N = 3SE +/- 0.12, N = 9SE +/- 0.02, N = 3SE +/- 0.36, N = 3SE +/- 0.47, N = 3SE +/- 0.11, N = 3SE +/- 0.11, N = 3SE +/- 0.24, N = 3192.8112.96101.1555.17185.5112.5597.6553.04175.8412.6391.9650.80175.2412.8892.1951.09

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 1000000 - - Broadcast Inner Join Test Time)20001001000500246810SE +/- 0.18, N = 3SE +/- 0.09, N = 4SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.10, N = 3SE +/- 0.12, N = 3SE +/- 0.10, N = 3SE +/- 0.13, N = 9SE +/- 0.08, N = 3SE +/- 0.06, N = 4SE +/- 0.06, N = 3SE +/- 0.27, N = 3SE +/- 0.07, N = 5SE +/- 0.06, N = 3SE +/- 0.49, N = 38.585.727.296.628.045.696.996.298.375.506.906.128.415.457.056.51

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 1000000 - Partitions: 2000)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time160320480640800SE +/- 0.177939327, N = 3SE +/- 0.098619535, N = 3SE +/- 0.181687585, N = 3SE +/- 0.146972816, N = 3SE +/- 0.013599313, N = 3SE +/- 5.138863712, N = 3SE +/- 0.139768323, N = 3SE +/- 0.011049874, N = 3SE +/- 0.094249006, N = 3SE +/- 0.042552140, N = 3SE +/- 0.090717982, N = 3SE +/- 0.230080533, N = 3SE +/- 8.221686317, N = 3SE +/- 0.112867497, N = 3SE +/- 0.128969955, N = 9SE +/- 0.501143304, N = 9SE +/- 0.039688685, N = 9SE +/- 0.134671941, N = 9SE +/- 0.090240232, N = 9SE +/- 0.468273880, N = 9SE +/- 0.121232499, N = 9SE +/- 0.269877699, N = 3SE +/- 0.401879123, N = 3SE +/- 0.155773144, N = 3SE +/- 0.230601906, N = 3SE +/- 0.123827132, N = 3SE +/- 0.548006604, N = 3SE +/- 0.113414449, N = 38.58000000010.69000000011.01000000013.02000000033.790000000733.77000000012.9600000008.04000000010.68000000010.71000000012.86000000032.030000000690.63000000012.5500000008.37000000011.06000000010.57000000012.83000000031.560000000580.68000000012.6300000008.41000000010.89000000010.85000000013.31000000031.680000000582.61489470712.880000000

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 1000000 - - Inner Join Test Time)200010010005003691215SE +/- 0.10, N = 3SE +/- 0.13, N = 4SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 3SE +/- 0.50, N = 9SE +/- 0.29, N = 3SE +/- 0.63, N = 4SE +/- 0.52, N = 3SE +/- 0.40, N = 3SE +/- 0.04, N = 5SE +/- 0.11, N = 3SE +/- 0.04, N = 310.696.598.337.2610.686.258.017.0111.066.548.637.5310.896.047.817.03

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 1000000 - - Repartition Test Time)200010010005003691215SE +/- 0.18, N = 3SE +/- 0.03, N = 4SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.04, N = 9SE +/- 0.07, N = 3SE +/- 0.07, N = 4SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.03, N = 5SE +/- 0.18, N = 3SE +/- 0.07, N = 311.019.0810.069.4610.718.7910.059.1010.578.629.749.0010.858.759.959.21

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 1000000 - - Group By Test Time)200010010005003691215SE +/- 0.15, N = 3SE +/- 0.02, N = 4SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.02, N = 3SE +/- 0.19, N = 3SE +/- 0.13, N = 9SE +/- 0.13, N = 3SE +/- 0.08, N = 4SE +/- 0.15, N = 3SE +/- 0.23, N = 3SE +/- 0.08, N = 5SE +/- 0.09, N = 3SE +/- 0.09, N = 313.029.0711.3910.1312.868.8111.109.9512.838.7510.939.8413.319.0911.1810.03

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 1000000 - - Calculate Pi Benchmark Using Dataframe)20001001000500816243240SE +/- 0.01, N = 3SE +/- 0.12, N = 4SE +/- 0.08, N = 3SE +/- 0.16, N = 3SE +/- 0.23, N = 3SE +/- 0.26, N = 3SE +/- 0.10, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 9SE +/- 0.04, N = 3SE +/- 0.05, N = 4SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 5SE +/- 0.08, N = 3SE +/- 0.02, N = 333.7933.7633.3933.7632.0332.1432.3632.2731.5631.8431.8831.7931.6831.6331.5431.72

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 1000000 - - Calculate Pi Benchmark)20001001000500160320480640800SE +/- 5.14, N = 3SE +/- 9.68, N = 4SE +/- 1.88, N = 3SE +/- 10.10, N = 3SE +/- 8.22, N = 3SE +/- 1.77, N = 3SE +/- 1.43, N = 3SE +/- 3.62, N = 3SE +/- 0.47, N = 9SE +/- 1.54, N = 3SE +/- 0.54, N = 4SE +/- 0.64, N = 3SE +/- 0.55, N = 3SE +/- 0.46, N = 5SE +/- 2.32, N = 3SE +/- 1.70, N = 3733.77727.52717.10733.90690.63694.41695.32685.12580.68581.45580.24580.99582.61581.85583.50579.16

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 1000000 - - SHA-512 Benchmark Time)200010010005003691215SE +/- 0.14, N = 3SE +/- 0.11, N = 4SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 9SE +/- 0.09, N = 3SE +/- 0.12, N = 4SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 5SE +/- 0.01, N = 3SE +/- 0.11, N = 312.9610.0111.3811.2312.559.5011.1810.4312.639.3410.789.8912.889.5611.1410.48

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-nvmerk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 20000000 - - Broadcast Inner Join Test Time)2000100050010020406080100SE +/- 0.57, N = 3SE +/- 0.51, N = 3SE +/- 0.30, N = 3SE +/- 0.19, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.49, N = 3SE +/- 0.43, N = 3SE +/- 0.89, N = 3SE +/- 0.20, N = 3SE +/- 0.73, N = 3SE +/- 0.55, N = 3SE +/- 0.83, N = 3SE +/- 0.04, N = 3SE +/- 0.59, N = 383.9484.0183.5382.0381.2580.6480.7779.2177.5676.6676.2774.6075.9675.2373.60

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-nvmerk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 20000000 - Partitions: 2000)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time160320480640800SE +/- 0.57, N = 3SE +/- 0.28, N = 3SE +/- 0.46, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 22.40, N = 3SE +/- 0.14, N = 3SE +/- 0.08, N = 3SE +/- 0.31, N = 3SE +/- 0.20, N = 3SE +/- 0.46, N = 3SE +/- 0.09, N = 3SE +/- 2.10, N = 3SE +/- 0.37, N = 3SE +/- 0.89, N = 3SE +/- 0.05, N = 3SE +/- 0.14, N = 3SE +/- 0.41, N = 3SE +/- 0.15, N = 3SE +/- 0.28, N = 3SE +/- 0.11, N = 3SE +/- 0.10, N = 3SE +/- 1.08, N = 3SE +/- 0.02, N = 383.9486.4375.4437.3533.91723.32101.1581.2583.6472.2836.7232.21681.9197.6577.5680.4169.0937.1631.66581.1092.1931.61579.8791.96

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-nvmerk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 20000000 - - Inner Join Test Time)2000100050010020406080100SE +/- 0.28, N = 3SE +/- 0.32, N = 3SE +/- 0.56, N = 3SE +/- 0.57, N = 3SE +/- 0.31, N = 3SE +/- 0.42, N = 3SE +/- 0.75, N = 3SE +/- 0.32, N = 3SE +/- 0.05, N = 3SE +/- 0.52, N = 3SE +/- 0.10, N = 3SE +/- 0.48, N = 3SE +/- 0.86, N = 3SE +/- 0.49, N = 3SE +/- 1.13, N = 386.4385.1283.8483.9883.6481.3580.9980.9080.4179.2977.6376.8778.4278.0375.68

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-nvmerk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 20000000 - - Repartition Test Time)2000100050010020406080100SE +/- 0.46, N = 3SE +/- 0.23, N = 3SE +/- 0.15, N = 3SE +/- 0.55, N = 3SE +/- 0.20, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.33, N = 3SE +/- 0.14, N = 3SE +/- 0.20, N = 3SE +/- 0.31, N = 3SE +/- 0.15, N = 3SE +/- 1.03, N = 3SE +/- 0.84, N = 3SE +/- 2.01, N = 375.4475.1873.2274.3272.2871.7071.3071.5969.0968.5467.8668.1272.9870.9072.35

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-nvmerk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 20000000 - - Group By Test Time)20001000500100918273645SE +/- 0.10, N = 3SE +/- 0.79, N = 3SE +/- 0.10, N = 3SE +/- 0.45, N = 3SE +/- 0.46, N = 3SE +/- 0.15, N = 3SE +/- 0.72, N = 3SE +/- 0.32, N = 3SE +/- 0.41, N = 3SE +/- 0.44, N = 3SE +/- 0.13, N = 3SE +/- 0.47, N = 3SE +/- 2.03, N = 3SE +/- 4.59, N = 3SE +/- 0.73, N = 337.3537.3137.0037.1136.7235.2736.3735.5137.1634.7035.9934.4135.8339.2634.66

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 20000000 - Partitions: 1000)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time160320480640800SE +/- 0.51, N = 3SE +/- 0.32, N = 3SE +/- 0.23, N = 3SE +/- 0.79, N = 3SE +/- 0.19, N = 3SE +/- 11.19, N = 3SE +/- 0.20, N = 3SE +/- 0.09, N = 3SE +/- 0.42, N = 3SE +/- 0.23, N = 3SE +/- 0.15, N = 3SE +/- 0.15, N = 3SE +/- 2.66, N = 3SE +/- 0.20, N = 3SE +/- 0.83, N = 3SE +/- 0.86, N = 3SE +/- 1.03, N = 3SE +/- 2.03, N = 3SE +/- 0.14, N = 3SE +/- 0.66, N = 3SE +/- 0.29, N = 3SE +/- 0.20, N = 3SE +/- 0.52, N = 3SE +/- 0.20, N = 3SE +/- 0.44, N = 3SE +/- 0.32, N = 3SE +/- 1.10, N = 3SE +/- 0.10, N = 384.0185.1275.1837.3133.81722.93100.7380.6481.3571.7035.2732.05687.0695.9275.9678.4272.9835.8331.75579.1991.3976.6679.2968.5434.7031.22580.2492.42

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 20000000 - - Calculate Pi Benchmark Using Dataframe)10005001002000816243240SE +/- 0.19, N = 3SE +/- 0.25, N = 3SE +/- 0.32, N = 3SE +/- 0.11, N = 3SE +/- 0.15, N = 3SE +/- 0.22, N = 3SE +/- 0.23, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.15, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.32, N = 3SE +/- 0.10, N = 3SE +/- 0.18, N = 3SE +/- 0.15, N = 333.8133.7233.7333.9132.0531.8432.2432.2131.7531.7631.8131.6131.2231.7431.6231.66

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 20000000 - - Calculate Pi Benchmark)10005001002000160320480640800SE +/- 11.19, N = 3SE +/- 17.41, N = 3SE +/- 8.94, N = 3SE +/- 22.40, N = 3SE +/- 2.66, N = 3SE +/- 4.56, N = 3SE +/- 8.48, N = 3SE +/- 2.10, N = 3SE +/- 0.66, N = 3SE +/- 0.79, N = 3SE +/- 1.38, N = 3SE +/- 1.08, N = 3SE +/- 1.10, N = 3SE +/- 0.67, N = 3SE +/- 3.74, N = 3SE +/- 0.28, N = 3722.93714.05713.91723.32687.06683.57694.61681.91579.19581.12580.52579.87580.24583.11582.87581.10

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 20000000 - - SHA-512 Benchmark Time)1000500100200020406080100SE +/- 0.20, N = 3SE +/- 0.31, N = 3SE +/- 0.22, N = 3SE +/- 0.14, N = 3SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.34, N = 3SE +/- 0.37, N = 3SE +/- 0.29, N = 3SE +/- 0.16, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 0.11, N = 3100.7399.6496.68101.1595.9296.8593.7997.6591.3990.5688.8191.9692.4291.2489.4892.19

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 20000000 - Partitions: 500)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time150300450600750SE +/- 0.30, N = 3SE +/- 0.56, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.25, N = 3SE +/- 17.41, N = 3SE +/- 0.31, N = 3SE +/- 0.49, N = 3SE +/- 0.75, N = 3SE +/- 0.12, N = 3SE +/- 0.72, N = 3SE +/- 0.22, N = 3SE +/- 4.56, N = 3SE +/- 0.11, N = 3SE +/- 0.04, N = 3SE +/- 0.49, N = 3SE +/- 0.84, N = 3SE +/- 4.59, N = 3SE +/- 0.15, N = 3SE +/- 0.79, N = 3SE +/- 0.16, N = 3SE +/- 0.73, N = 3SE +/- 0.10, N = 3SE +/- 0.31, N = 3SE +/- 0.13, N = 3SE +/- 0.10, N = 3SE +/- 0.67, N = 3SE +/- 0.33, N = 383.5383.8473.2237.0033.72714.0599.6480.7780.9971.3036.3731.84683.5796.8575.2378.0370.9039.2631.76581.1290.5676.2777.6367.8635.9931.74583.1191.24

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 20000000 - Partitions: 100)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time150300450600750SE +/- 0.19, N = 3SE +/- 0.57, N = 3SE +/- 0.55, N = 3SE +/- 0.45, N = 3SE +/- 0.32, N = 3SE +/- 8.94, N = 3SE +/- 0.22, N = 3SE +/- 0.43, N = 3SE +/- 0.32, N = 3SE +/- 0.33, N = 3SE +/- 0.32, N = 3SE +/- 0.23, N = 3SE +/- 8.48, N = 3SE +/- 0.34, N = 3SE +/- 0.59, N = 3SE +/- 1.13, N = 3SE +/- 2.01, N = 3SE +/- 0.73, N = 3SE +/- 0.07, N = 3SE +/- 1.38, N = 3SE +/- 0.12, N = 3SE +/- 0.55, N = 3SE +/- 0.48, N = 3SE +/- 0.15, N = 3SE +/- 0.47, N = 3SE +/- 0.18, N = 3SE +/- 3.74, N = 3SE +/- 0.67, N = 382.0383.9874.3237.1133.73713.9196.6879.2180.9071.5935.5132.24694.6193.7973.6075.6872.3534.6631.81580.5288.8174.6076.8768.1234.4131.62582.8789.48

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 1000000 - Partitions: 100)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time160320480640800SE +/- 0.085253143, N = 4SE +/- 0.134671456, N = 4SE +/- 0.025356347, N = 4SE +/- 0.023541873, N = 4SE +/- 0.122562063, N = 4SE +/- 9.681628257, N = 4SE +/- 0.113137090, N = 4SE +/- 0.102452612, N = 3SE +/- 0.004165140, N = 3SE +/- 0.084920457, N = 3SE +/- 0.129389851, N = 3SE +/- 0.257940983, N = 3SE +/- 1.768265132, N = 3SE +/- 0.038555282, N = 3SE +/- 0.076264083, N = 3SE +/- 0.294062371, N = 3SE +/- 0.070931558, N = 3SE +/- 0.130013375, N = 3SE +/- 0.039099097, N = 3SE +/- 1.541717417, N = 3SE +/- 0.093919752, N = 3SE +/- 0.069228259, N = 5SE +/- 0.044993077, N = 5SE +/- 0.034264151, N = 5SE +/- 0.081615689, N = 5SE +/- 0.089037280, N = 5SE +/- 0.461842438, N = 5SE +/- 0.101368246, N = 55.7200000006.5900000009.0800000009.07000000033.760000000727.52000000010.0100000005.6900000006.2500000008.7900000008.81000000032.140000000694.4100000009.5000000005.5000000006.5400000008.6200000008.75000000031.840000000581.4500000009.3400000005.4500000006.0400000008.7500000009.09000000031.630000000581.8522107859.560000000

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 10000000 - - Broadcast Inner Join Test Time)100200010005001122334455SE +/- 0.25, N = 3SE +/- 0.27, N = 3SE +/- 0.09, N = 3SE +/- 0.24, N = 3SE +/- 0.71, N = 3SE +/- 0.28, N = 3SE +/- 0.16, N = 3SE +/- 0.24, N = 3SE +/- 0.62, N = 3SE +/- 0.24, N = 3SE +/- 1.25, N = 3SE +/- 0.42, N = 3SE +/- 0.21, N = 3SE +/- 0.13, N = 3SE +/- 0.36, N = 3SE +/- 0.45, N = 347.1044.5943.4742.6844.2642.9041.9840.9543.1940.9340.9039.1642.8541.1639.2238.35

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 10000000 - Partitions: 100)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time160320480640800SE +/- 0.25, N = 3SE +/- 0.26, N = 3SE +/- 0.56, N = 3SE +/- 0.30, N = 3SE +/- 0.10, N = 3SE +/- 3.83, N = 3SE +/- 0.32, N = 3SE +/- 0.71, N = 3SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.25, N = 3SE +/- 0.09, N = 3SE +/- 7.97, N = 3SE +/- 0.14, N = 3SE +/- 0.62, N = 3SE +/- 1.64, N = 3SE +/- 0.76, N = 3SE +/- 3.06, N = 3SE +/- 0.29, N = 3SE +/- 1.47, N = 3SE +/- 0.05, N = 3SE +/- 0.21, N = 3SE +/- 1.37, N = 3SE +/- 0.43, N = 3SE +/- 0.24, N = 3SE +/- 0.06, N = 3SE +/- 0.70, N = 3SE +/- 0.39, N = 347.1047.5241.2825.0534.02722.9057.0544.2643.5838.2923.5032.35681.4855.2843.1943.8838.5826.6231.49581.8552.6942.8543.7137.0723.9031.97580.2952.88

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 10000000 - - Inner Join Test Time)100200010005001122334455SE +/- 0.26, N = 3SE +/- 0.21, N = 3SE +/- 0.40, N = 3SE +/- 0.42, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.14, N = 3SE +/- 0.39, N = 3SE +/- 1.64, N = 3SE +/- 1.45, N = 3SE +/- 0.56, N = 3SE +/- 0.80, N = 3SE +/- 1.37, N = 3SE +/- 0.15, N = 3SE +/- 0.21, N = 3SE +/- 0.32, N = 347.5247.6745.6044.6843.5845.7444.0042.5443.8847.6143.3042.4343.7144.2341.4940.24

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 10000000 - - Repartition Test Time)10020001000500918273645SE +/- 0.56, N = 3SE +/- 0.03, N = 3SE +/- 0.23, N = 3SE +/- 0.58, N = 3SE +/- 0.18, N = 3SE +/- 0.21, N = 3SE +/- 0.22, N = 3SE +/- 0.26, N = 3SE +/- 0.76, N = 3SE +/- 0.66, N = 3SE +/- 0.54, N = 3SE +/- 1.07, N = 3SE +/- 0.43, N = 3SE +/- 0.08, N = 3SE +/- 0.31, N = 3SE +/- 0.25, N = 341.2840.5039.9640.1638.2939.2238.6138.2138.5839.3339.3138.9237.0737.9436.7236.44

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 10000000 - - Group By Test Time)10020001000500612182430SE +/- 0.30, N = 3SE +/- 0.28, N = 3SE +/- 0.35, N = 3SE +/- 0.42, N = 3SE +/- 0.25, N = 3SE +/- 0.13, N = 3SE +/- 0.28, N = 3SE +/- 0.51, N = 3SE +/- 3.06, N = 3SE +/- 0.22, N = 3SE +/- 0.36, N = 3SE +/- 1.78, N = 3SE +/- 0.24, N = 3SE +/- 0.39, N = 3SE +/- 0.20, N = 3SE +/- 0.17, N = 325.0524.8523.8923.2823.5024.0922.2922.3726.6224.1022.4423.8223.9024.1322.6222.38

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 10000000 - - Calculate Pi Benchmark Using Dataframe)10020001000500816243240SE +/- 0.10, N = 3SE +/- 0.14, N = 3SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.32, N = 3SE +/- 0.05, N = 3SE +/- 0.29, N = 3SE +/- 0.14, N = 3SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.26, N = 3SE +/- 0.05, N = 334.0233.9634.0033.8932.3531.9232.2432.1731.4931.6631.6631.7931.9731.5831.3631.81

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 10000000 - - Calculate Pi Benchmark)10020001000500160320480640800SE +/- 3.83, N = 3SE +/- 13.31, N = 3SE +/- 5.58, N = 3SE +/- 3.66, N = 3SE +/- 7.97, N = 3SE +/- 6.18, N = 3SE +/- 4.78, N = 3SE +/- 3.78, N = 3SE +/- 1.47, N = 3SE +/- 0.41, N = 3SE +/- 1.40, N = 3SE +/- 1.02, N = 3SE +/- 0.70, N = 3SE +/- 0.51, N = 3SE +/- 0.29, N = 3SE +/- 0.62, N = 3722.90711.60722.36692.06681.48699.96690.24684.23581.85581.17580.37579.55580.29577.92580.46581.78

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Partitions Comparison (Row Count: 10000000 - - SHA-512 Benchmark Time)100200010005001326395265SE +/- 0.32, N = 3SE +/- 0.39, N = 3SE +/- 0.22, N = 3SE +/- 0.11, N = 3SE +/- 0.14, N = 3SE +/- 0.34, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.36, N = 3SE +/- 0.15, N = 3SE +/- 0.11, N = 3SE +/- 0.39, N = 3SE +/- 0.24, N = 3SE +/- 0.05, N = 3SE +/- 0.20, N = 357.0555.1753.5252.6255.2853.0451.6450.7352.6950.8049.2147.8752.8851.0949.4548.84

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 10000000 - Partitions: 2000)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time150300450600750SE +/- 0.27, N = 3SE +/- 0.21, N = 3SE +/- 0.03, N = 3SE +/- 0.28, N = 3SE +/- 0.14, N = 3SE +/- 13.31, N = 3SE +/- 0.39, N = 3SE +/- 0.28, N = 3SE +/- 0.04, N = 3SE +/- 0.21, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 6.18, N = 3SE +/- 0.34, N = 3SE +/- 0.24, N = 3SE +/- 1.45, N = 3SE +/- 0.66, N = 3SE +/- 0.22, N = 3SE +/- 0.14, N = 3SE +/- 0.41, N = 3SE +/- 0.36, N = 3SE +/- 0.13, N = 3SE +/- 0.15, N = 3SE +/- 0.08, N = 3SE +/- 0.39, N = 3SE +/- 0.04, N = 3SE +/- 0.51, N = 3SE +/- 0.24, N = 344.5947.6740.5024.8533.96711.6055.1742.9045.7439.2224.0931.92699.9653.0440.9347.6139.3324.1031.66581.1750.8041.1644.2337.9424.1331.58577.9251.09

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 10000000 - Partitions: 1000)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time160320480640800SE +/- 0.09, N = 3SE +/- 0.40, N = 3SE +/- 0.23, N = 3SE +/- 0.35, N = 3SE +/- 0.18, N = 3SE +/- 5.58, N = 3SE +/- 0.22, N = 3SE +/- 0.16, N = 3SE +/- 0.14, N = 3SE +/- 0.22, N = 3SE +/- 0.28, N = 3SE +/- 0.32, N = 3SE +/- 4.78, N = 3SE +/- 0.11, N = 3SE +/- 1.25, N = 3SE +/- 0.56, N = 3SE +/- 0.54, N = 3SE +/- 0.36, N = 3SE +/- 0.04, N = 3SE +/- 1.40, N = 3SE +/- 0.15, N = 3SE +/- 0.36, N = 3SE +/- 0.21, N = 3SE +/- 0.31, N = 3SE +/- 0.20, N = 3SE +/- 0.26, N = 3SE +/- 0.29, N = 3SE +/- 0.05, N = 343.4745.6039.9623.8934.00722.3653.5241.9844.0038.6122.2932.24690.2451.6440.9043.3039.3122.4431.66580.3749.2139.2241.4936.7222.6231.36580.4649.45

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 10000000 - Partitions: 500)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time150300450600750SE +/- 0.24, N = 3SE +/- 0.42, N = 3SE +/- 0.58, N = 3SE +/- 0.42, N = 3SE +/- 0.13, N = 3SE +/- 3.66, N = 3SE +/- 0.11, N = 3SE +/- 0.24, N = 3SE +/- 0.39, N = 3SE +/- 0.26, N = 3SE +/- 0.51, N = 3SE +/- 0.05, N = 3SE +/- 3.78, N = 3SE +/- 0.09, N = 3SE +/- 0.42, N = 3SE +/- 0.80, N = 3SE +/- 1.07, N = 3SE +/- 1.78, N = 3SE +/- 0.11, N = 3SE +/- 1.02, N = 3SE +/- 0.11, N = 3SE +/- 0.45, N = 3SE +/- 0.32, N = 3SE +/- 0.25, N = 3SE +/- 0.17, N = 3SE +/- 0.05, N = 3SE +/- 0.62, N = 3SE +/- 0.20, N = 342.6844.6840.1623.2833.89692.0652.6240.9542.5438.2122.3732.17684.2350.7339.1642.4338.9223.8231.79579.5547.8738.3540.2436.4422.3831.81581.7848.84

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 1000000 - Partitions: 1000)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time150300450600750SE +/- 0.04, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 1.88, N = 3SE +/- 0.14, N = 3SE +/- 0.12, N = 3SE +/- 0.04, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.10, N = 3SE +/- 1.43, N = 3SE +/- 0.09, N = 3SE +/- 0.06, N = 4SE +/- 0.63, N = 4SE +/- 0.07, N = 4SE +/- 0.08, N = 4SE +/- 0.05, N = 4SE +/- 0.54, N = 4SE +/- 0.12, N = 4SE +/- 0.06, N = 3SE +/- 0.11, N = 3SE +/- 0.18, N = 3SE +/- 0.09, N = 3SE +/- 0.08, N = 3SE +/- 2.32, N = 3SE +/- 0.01, N = 37.298.3310.0611.3933.39717.1011.386.998.0110.0511.1032.36695.3211.186.908.639.7410.9331.88580.2410.787.057.819.9511.1831.54583.5011.14

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark 3.3Comparison (Row Count: 1000000 - Partitions: 500)Broadcast Inner Join Test TimeInner Join Test TimeRepartition Test TimeGroup By Test TimeCalculate Pi Benchmark Using DataframeCalculate Pi BenchmarkSHA-512 Benchmark Time160320480640800SE +/- 0.094366471, N = 3SE +/- 0.056766652, N = 3SE +/- 0.037643391, N = 3SE +/- 0.085288962, N = 3SE +/- 0.158253119, N = 3SE +/- 10.096513371, N = 3SE +/- 0.075456756, N = 3SE +/- 0.103211248, N = 3SE +/- 0.103943425, N = 3SE +/- 0.076523207, N = 3SE +/- 0.188967987, N = 3SE +/- 0.155432056, N = 3SE +/- 3.616590948, N = 3SE +/- 0.073904401, N = 3SE +/- 0.063047733, N = 3SE +/- 0.517942458, N = 3SE +/- 0.101989022, N = 3SE +/- 0.152630685, N = 3SE +/- 0.017302603, N = 3SE +/- 0.635610275, N = 3SE +/- 0.026873455, N = 3SE +/- 0.486110869, N = 3SE +/- 0.043852959, N = 3SE +/- 0.069154351, N = 3SE +/- 0.086808001, N = 3SE +/- 0.016927629, N = 3SE +/- 1.696546131, N = 3SE +/- 0.114204323, N = 36.6200000007.2600000009.46000000010.13000000033.760000000733.90000000011.2300000006.2900000007.0100000009.1000000009.95000000032.270000000685.12000000010.4300000006.1200000007.5300000009.0000000009.84000000031.790000000580.9900000009.8900000006.5100000007.0300000009.21000000010.03000000031.720000000579.16066724010.480000000

Stockfish

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmepi4-raspbian-sdOpenBenchmarking.orgNodes Per Second, More Is BetterStockfish 15ComparisonTotal Time1.1M2.2M3.3M4.4M5.5MSE +/- 385132.57, N = 9SE +/- 121318.23, N = 9SE +/- 138882.38, N = 7SE +/- 88074.41, N = 9SE +/- 38968.66, N = 9SE +/- 21647.79, N = 95271840487374748637654326446311657211366601. (CXX) g++ options: -lgcov -lpthread -fno-exceptions -std=c++17 -fno-peel-loops -fno-tracer -pedantic -O3 -flto -flto=jobserver

ClickHouse

rk1-mainline-nvmerk1-rok-nvmeOpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.12.3.5Comparison100M Rows Hits Dataset, Third Run100M Rows Hits Dataset, Second Run100M Rows Hits Dataset, First Run / Cold Cache1020304050SE +/- 0.37, N = 3SE +/- 0.67, N = 3SE +/- 0.56, N = 3SE +/- 0.71, N = 3SE +/- 0.32, N = 3SE +/- 0.29, N = 345.7246.1543.4541.8141.3738.83

etcd

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Test Comparison (Connections: 50 - Clients: 100 - Average Latency)RANGEPUT3691215SE +/- 0.23, N = 9SE +/- 0.57, N = 9SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.31, N = 9SE +/- 0.55, N = 9SE +/- 0.05, N = 6SE +/- 0.00, N = 312.211.35.65.512.411.15.65.6

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Connections Comparison (Test: RANGE - - Clients: 100 - Average Latency)5050010048121620SE +/- 0.23, N = 9SE +/- 0.31, N = 6SE +/- 0.09, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.31, N = 9SE +/- 0.26, N = 9SE +/- 0.15, N = 3SE +/- 0.05, N = 6SE +/- 0.00, N = 3SE +/- 0.03, N = 312.212.613.55.66.05.912.413.614.05.66.26.2

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Clients Comparison (Test: RANGE - Connections: 50 - - Average Latency)10010001428425670SE +/- 0.23, N = 9SE +/- 1.90, N = 9SE +/- 0.06, N = 3SE +/- 0.22, N = 3SE +/- 0.31, N = 9SE +/- 1.59, N = 12SE +/- 0.05, N = 6SE +/- 0.07, N = 312.261.85.629.712.452.65.631.0

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Comparison (Test: RANGE - Connections: 50 - Clients: 100)Average Latency3691215SE +/- 0.23, N = 9SE +/- 0.06, N = 3SE +/- 0.31, N = 9SE +/- 0.05, N = 612.25.612.45.6

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test Comparison (Connections: 50 - Clients: 100)RANGEPUT4K8K12K16K20KSE +/- 162.99, N = 9SE +/- 548.13, N = 9SE +/- 149.49, N = 3SE +/- 103.48, N = 3SE +/- 213.67, N = 9SE +/- 580.79, N = 9SE +/- 170.29, N = 6SE +/- 13.84, N = 38177.719019.7917702.5917919.748026.129143.0117733.5817625.64

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Connections Comparison (Test: RANGE - - Clients: 100)505001004K8K12K16K20KSE +/- 162.99, N = 9SE +/- 186.80, N = 6SE +/- 43.16, N = 3SE +/- 149.49, N = 3SE +/- 32.79, N = 3SE +/- 92.45, N = 3SE +/- 213.67, N = 9SE +/- 157.07, N = 9SE +/- 90.88, N = 3SE +/- 170.29, N = 6SE +/- 51.80, N = 3SE +/- 51.41, N = 38177.717871.697344.5817702.5916375.1916784.838026.127311.147054.6217733.5815844.2115796.44

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Clients Comparison (Test: RANGE - Connections: 50)10010007K14K21K28K35KSE +/- 162.99, N = 9SE +/- 428.03, N = 9SE +/- 149.49, N = 3SE +/- 208.41, N = 3SE +/- 213.67, N = 9SE +/- 466.92, N = 12SE +/- 170.29, N = 6SE +/- 55.90, N = 38177.7115862.1217702.5932275.158026.1218635.5017733.5830789.21

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Test Comparison (Connections: 500 - Clients: 100 - Average Latency)PUTRANGE3691215SE +/- 0.25, N = 9SE +/- 0.31, N = 6SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.26, N = 9SE +/- 0.26, N = 9SE +/- 0.06, N = 3SE +/- 0.00, N = 312.812.65.96.013.213.66.16.2

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Connections Comparison (Test: PUT - - Clients: 100 - Average Latency)500501003691215SE +/- 0.25, N = 9SE +/- 0.57, N = 9SE +/- 0.15, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.26, N = 9SE +/- 0.55, N = 9SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.09, N = 312.811.313.25.95.55.913.211.113.46.15.66.2

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Clients Comparison (Test: PUT - Connections: 500 - - Average Latency)10010001530456075SE +/- 0.25, N = 9SE +/- 0.71, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 3SE +/- 0.26, N = 9SE +/- 0.73, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 312.867.85.940.613.258.76.141.9

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Comparison (Test: PUT - Connections: 500 - Clients: 100)Average Latency3691215SE +/- 0.25, N = 9SE +/- 0.06, N = 3SE +/- 0.26, N = 9SE +/- 0.06, N = 312.85.913.26.1

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test Comparison (Connections: 500 - Clients: 100)PUTRANGE4K8K12K16K20KSE +/- 154.99, N = 9SE +/- 186.80, N = 6SE +/- 210.10, N = 3SE +/- 32.79, N = 3SE +/- 162.97, N = 9SE +/- 157.07, N = 9SE +/- 107.83, N = 3SE +/- 51.80, N = 37773.687871.6916740.4516375.197555.487311.1416067.2715844.21

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Connections Comparison (Test: PUT - - Clients: 100)500501004K8K12K16K20KSE +/- 154.99, N = 9SE +/- 548.13, N = 9SE +/- 78.80, N = 3SE +/- 210.10, N = 3SE +/- 103.48, N = 3SE +/- 121.87, N = 3SE +/- 162.97, N = 9SE +/- 580.79, N = 9SE +/- 59.42, N = 3SE +/- 107.83, N = 3SE +/- 13.84, N = 3SE +/- 230.09, N = 37773.689019.797525.0016740.4517919.7416623.407555.489143.017417.3216067.2717625.6416034.33

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Clients Comparison (Test: PUT - Connections: 500)10010005K10K15K20K25KSE +/- 154.99, N = 9SE +/- 131.09, N = 3SE +/- 210.10, N = 3SE +/- 6.47, N = 3SE +/- 162.97, N = 9SE +/- 178.58, N = 3SE +/- 107.83, N = 3SE +/- 76.06, N = 37773.6813947.8716740.4522994.387555.4816043.0016067.2721936.54

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Clients Comparison (Test: PUT - Connections: 50 - - Average Latency)10010001326395265SE +/- 0.57, N = 9SE +/- 1.79, N = 9SE +/- 0.03, N = 3SE +/- 0.18, N = 3SE +/- 0.55, N = 9SE +/- 1.66, N = 12SE +/- 0.00, N = 3SE +/- 0.12, N = 311.359.05.529.911.150.35.630.9

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Comparison (Test: PUT - Connections: 50 - Clients: 100)Average Latency3691215SE +/- 0.57, N = 9SE +/- 0.03, N = 3SE +/- 0.55, N = 9SE +/- 0.00, N = 311.35.511.15.6

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Clients Comparison (Test: PUT - Connections: 50)10010007K14K21K28K35KSE +/- 548.13, N = 9SE +/- 452.84, N = 9SE +/- 103.48, N = 3SE +/- 166.43, N = 3SE +/- 580.79, N = 9SE +/- 523.12, N = 12SE +/- 13.84, N = 3SE +/- 97.60, N = 39019.7916573.1917919.7432076.419143.0119495.9717625.6430813.77

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Clients Comparison (Test: RANGE - Connections: 500 - - Average Latency)10010001530456075SE +/- 0.31, N = 6SE +/- 0.98, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.26, N = 9SE +/- 1.51, N = 6SE +/- 0.00, N = 3SE +/- 0.06, N = 312.669.26.040.713.659.86.242.2

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Comparison (Test: RANGE - Connections: 500 - Clients: 100)Average Latency3691215SE +/- 0.31, N = 6SE +/- 0.03, N = 3SE +/- 0.26, N = 9SE +/- 0.00, N = 312.66.013.66.2

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Clients Comparison (Test: RANGE - Connections: 500)10010005K10K15K20K25KSE +/- 186.80, N = 6SE +/- 181.75, N = 3SE +/- 32.79, N = 3SE +/- 44.26, N = 3SE +/- 157.07, N = 9SE +/- 379.06, N = 6SE +/- 51.80, N = 3SE +/- 41.44, N = 37871.6913685.5916375.1922948.347311.1415827.1215844.2121829.11

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Test Comparison (Connections: 100 - Clients: 1000 - Average Latency)RANGEPUT1428425670SE +/- 2.12, N = 9SE +/- 1.82, N = 9SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 1.57, N = 12SE +/- 1.74, N = 12SE +/- 0.18, N = 3SE +/- 0.13, N = 364.463.031.631.753.550.932.732.6

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Connections Comparison (Test: RANGE - - Clients: 1000 - Average Latency)100505001530456075SE +/- 2.12, N = 9SE +/- 1.90, N = 9SE +/- 0.98, N = 3SE +/- 0.15, N = 3SE +/- 0.22, N = 3SE +/- 0.12, N = 3SE +/- 1.57, N = 12SE +/- 1.59, N = 12SE +/- 1.51, N = 6SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 364.461.869.231.629.740.753.552.659.832.731.042.2

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Clients Comparison (Test: RANGE - Connections: 100 - - Average Latency)10001001428425670SE +/- 2.12, N = 9SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 1.57, N = 12SE +/- 0.15, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 364.413.531.65.953.514.032.76.2

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Comparison (Test: RANGE - Connections: 100 - Clients: 1000)Average Latency1428425670SE +/- 2.12, N = 9SE +/- 0.15, N = 3SE +/- 1.57, N = 12SE +/- 0.18, N = 364.431.653.532.7

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test Comparison (Connections: 100 - Clients: 1000)RANGEPUT6K12K18K24K30KSE +/- 438.82, N = 9SE +/- 392.03, N = 9SE +/- 136.35, N = 3SE +/- 119.58, N = 3SE +/- 414.34, N = 12SE +/- 530.09, N = 12SE +/- 123.00, N = 3SE +/- 97.95, N = 315177.0515482.1330214.1030106.8418202.3619163.3528883.9528950.57

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Connections Comparison (Test: RANGE - - Clients: 1000)100505007K14K21K28K35KSE +/- 438.82, N = 9SE +/- 428.03, N = 9SE +/- 181.75, N = 3SE +/- 136.35, N = 3SE +/- 208.41, N = 3SE +/- 44.26, N = 3SE +/- 414.34, N = 12SE +/- 466.92, N = 12SE +/- 379.06, N = 6SE +/- 123.00, N = 3SE +/- 55.90, N = 3SE +/- 41.44, N = 315177.0515862.1213685.5930214.1032275.1522948.3418202.3618635.5015827.1228883.9530789.2121829.11

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Clients Comparison (Test: RANGE - Connections: 100)10001006K12K18K24K30KSE +/- 438.82, N = 9SE +/- 43.16, N = 3SE +/- 136.35, N = 3SE +/- 92.45, N = 3SE +/- 414.34, N = 12SE +/- 90.88, N = 3SE +/- 123.00, N = 3SE +/- 51.41, N = 315177.057344.5830214.1016784.8318202.367054.6228883.9515796.44

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Connections Comparison (Test: PUT - - Clients: 1000 - Average Latency)100505001530456075SE +/- 1.82, N = 9SE +/- 1.79, N = 9SE +/- 0.71, N = 3SE +/- 0.12, N = 3SE +/- 0.18, N = 3SE +/- 0.00, N = 3SE +/- 1.74, N = 12SE +/- 1.66, N = 12SE +/- 0.73, N = 3SE +/- 0.13, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 363.059.067.831.729.940.650.950.358.732.630.941.9

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Clients Comparison (Test: PUT - Connections: 100 - - Average Latency)10001001428425670SE +/- 1.82, N = 9SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 1.74, N = 12SE +/- 0.12, N = 3SE +/- 0.13, N = 3SE +/- 0.09, N = 363.013.231.75.950.913.432.66.2

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Comparison (Test: PUT - Connections: 100 - Clients: 1000)Average Latency1428425670SE +/- 1.82, N = 9SE +/- 0.12, N = 3SE +/- 1.74, N = 12SE +/- 0.13, N = 363.031.750.932.6

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Connections Comparison (Test: PUT - - Clients: 1000)100505007K14K21K28K35KSE +/- 392.03, N = 9SE +/- 452.84, N = 9SE +/- 131.09, N = 3SE +/- 119.58, N = 3SE +/- 166.43, N = 3SE +/- 6.47, N = 3SE +/- 530.09, N = 12SE +/- 523.12, N = 12SE +/- 178.58, N = 3SE +/- 97.95, N = 3SE +/- 97.60, N = 3SE +/- 76.06, N = 315482.1316573.1913947.8730106.8432076.4122994.3819163.3519495.9716043.0028950.5730813.7721936.54

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Clients Comparison (Test: PUT - Connections: 100)10001006K12K18K24K30KSE +/- 392.03, N = 9SE +/- 78.80, N = 3SE +/- 119.58, N = 3SE +/- 121.87, N = 3SE +/- 530.09, N = 12SE +/- 59.42, N = 3SE +/- 97.95, N = 3SE +/- 230.09, N = 315482.137525.0030106.8416623.4019163.357417.3228950.5716034.33

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Test Comparison (Connections: 50 - Clients: 1000 - Average Latency)RANGEPUT1428425670SE +/- 1.90, N = 9SE +/- 1.79, N = 9SE +/- 0.22, N = 3SE +/- 0.18, N = 3SE +/- 1.59, N = 12SE +/- 1.66, N = 12SE +/- 0.07, N = 3SE +/- 0.12, N = 361.859.029.729.952.650.331.030.9

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Comparison (Test: RANGE - Connections: 50 - Clients: 1000)Average Latency1428425670SE +/- 1.90, N = 9SE +/- 0.22, N = 3SE +/- 1.59, N = 12SE +/- 0.07, N = 361.829.752.631.0

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test Comparison (Connections: 50 - Clients: 1000)RANGEPUT7K14K21K28K35KSE +/- 428.03, N = 9SE +/- 452.84, N = 9SE +/- 208.41, N = 3SE +/- 166.43, N = 3SE +/- 466.92, N = 12SE +/- 523.12, N = 12SE +/- 55.90, N = 3SE +/- 97.60, N = 315862.1216573.1932275.1532076.4118635.5019495.9730789.2130813.77

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Comparison (Test: PUT - Connections: 50 - Clients: 1000)Average Latency1326395265SE +/- 1.79, N = 9SE +/- 0.18, N = 3SE +/- 1.66, N = 12SE +/- 0.12, N = 359.029.950.330.9

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Test Comparison (Connections: 100 - Clients: 100 - Average Latency)RANGEPUT48121620SE +/- 0.09, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 313.513.25.95.914.013.46.26.2

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Comparison (Test: RANGE - Connections: 100 - Clients: 100)Average Latency48121620SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 313.55.914.06.2

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test Comparison (Connections: 100 - Clients: 100)RANGEPUT4K8K12K16K20KSE +/- 43.16, N = 3SE +/- 78.80, N = 3SE +/- 92.45, N = 3SE +/- 121.87, N = 3SE +/- 90.88, N = 3SE +/- 59.42, N = 3SE +/- 51.41, N = 3SE +/- 230.09, N = 37344.587525.0016784.8316623.407054.627417.3215796.4416034.33

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Comparison (Test: PUT - Connections: 100 - Clients: 100)Average Latency3691215SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 313.25.913.46.2

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Test Comparison (Connections: 500 - Clients: 1000 - Average Latency)RANGEPUT1530456075SE +/- 0.98, N = 3SE +/- 0.71, N = 3SE +/- 0.12, N = 3SE +/- 0.00, N = 3SE +/- 1.51, N = 6SE +/- 0.73, N = 3SE +/- 0.06, N = 3SE +/- 0.21, N = 369.267.840.740.659.858.742.241.9

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Comparison (Test: RANGE - Connections: 500 - Clients: 1000)Average Latency1530456075SE +/- 0.98, N = 3SE +/- 0.12, N = 3SE +/- 1.51, N = 6SE +/- 0.06, N = 369.240.759.842.2

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgRequests/sec, More Is Betteretcd 3.5.4Test Comparison (Connections: 500 - Clients: 1000)RANGEPUT5K10K15K20K25KSE +/- 181.75, N = 3SE +/- 131.09, N = 3SE +/- 44.26, N = 3SE +/- 6.47, N = 3SE +/- 379.06, N = 6SE +/- 178.58, N = 3SE +/- 41.44, N = 3SE +/- 76.06, N = 313685.5913947.8722948.3422994.3815827.1216043.0021829.1121936.54

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgms, Fewer Is Betteretcd 3.5.4Comparison (Test: PUT - Connections: 500 - Clients: 1000)Average Latency1530456075SE +/- 0.71, N = 3SE +/- 0.00, N = 3SE +/- 0.73, N = 3SE +/- 0.21, N = 367.840.658.741.9

Build2

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterBuild2 0.15ComparisonTime To Compile2004006008001000SE +/- 1.02, N = 3SE +/- 2.62, N = 3SE +/- 2.22, N = 3SE +/- 3.79, N = 3SE +/- 4.32, N = 3688.05673.85668.87669.641064.90

Stargate Digital Audio Workstation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi4-raspbian-sdOpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate Comparison (Buffer Size: 512)19200048000044100960000.17930.35860.53790.71720.8965SE +/- 0.000865, N = 3SE +/- 0.000670, N = 3SE +/- 0.000792, N = 3SE +/- 0.000635, N = 3SE +/- 0.000291, N = 3SE +/- 0.000207, N = 3SE +/- 0.000393, N = 3SE +/- 0.000167, N = 3SE +/- 0.000095, N = 3SE +/- 0.006668, N = 12SE +/- 0.006662, N = 12SE +/- 0.000630, N = 3SE +/- 0.000288, N = 3SE +/- 0.003804, N = 3SE +/- 0.010750, N = 3SE +/- 0.000529, N = 3SE +/- 0.000076, N = 3SE +/- 0.000305, N = 3SE +/- 0.000267, N = 3SE +/- 0.000135, N = 30.3643850.7437710.7757920.5491470.3732820.7642510.7970650.5633470.3928780.7477070.7762970.5912680.3917290.7620930.7705080.5902210.1451090.3218430.3355090.2255671. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi4-raspbian-sdOpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Buffer Size Comparison (Sample Rate: 192000)51210240.08870.17740.26610.35480.4435SE +/- 0.000865, N = 3SE +/- 0.000191, N = 3SE +/- 0.000291, N = 3SE +/- 0.000285, N = 3SE +/- 0.000095, N = 3SE +/- 0.003917, N = 3SE +/- 0.000288, N = 3SE +/- 0.000760, N = 3SE +/- 0.000076, N = 3SE +/- 0.000090, N = 30.3643850.3815700.3732820.3907500.3928780.3911850.3917290.3942900.1451090.1666061. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi4-raspbian-sdOpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Sample Rate Comparison (Buffer Size: 1024)19200096000480000441000.18480.36960.55440.73920.924SE +/- 0.000191, N = 3SE +/- 0.000339, N = 3SE +/- 0.000798, N = 3SE +/- 0.000604, N = 3SE +/- 0.000285, N = 3SE +/- 0.000195, N = 3SE +/- 0.001050, N = 3SE +/- 0.000098, N = 3SE +/- 0.003917, N = 3SE +/- 0.003479, N = 3SE +/- 0.000633, N = 3SE +/- 0.000730, N = 3SE +/- 0.000760, N = 3SE +/- 0.005146, N = 9SE +/- 0.000443, N = 3SE +/- 0.000258, N = 3SE +/- 0.000090, N = 3SE +/- 0.000279, N = 3SE +/- 0.000131, N = 3SE +/- 0.000223, N = 30.3815700.5708350.7656160.7972600.3907500.5852210.7859610.8213730.3911850.5586620.7678290.8005280.3942900.5763900.7668230.8000440.1666060.2521970.3481210.3624481. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi4-raspbian-sdOpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Buffer Size Comparison (Sample Rate: 96000)10245120.1330.2660.3990.5320.665SE +/- 0.000339, N = 3SE +/- 0.000635, N = 3SE +/- 0.000195, N = 3SE +/- 0.000167, N = 3SE +/- 0.003479, N = 3SE +/- 0.000630, N = 3SE +/- 0.005146, N = 9SE +/- 0.000529, N = 3SE +/- 0.000279, N = 3SE +/- 0.000135, N = 30.5708350.5491470.5852210.5633470.5586620.5912680.5763900.5902210.2521970.2255671. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi4-raspbian-sdOpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Buffer Size Comparison (Sample Rate: 480000)51210240.17680.35360.53040.70720.884SE +/- 0.000670, N = 3SE +/- 0.000798, N = 3SE +/- 0.000207, N = 3SE +/- 0.001050, N = 3SE +/- 0.006668, N = 12SE +/- 0.000633, N = 3SE +/- 0.003804, N = 3SE +/- 0.000443, N = 3SE +/- 0.000305, N = 3SE +/- 0.000131, N = 30.7437710.7656160.7642510.7859610.7477070.7678290.7620930.7668230.3218430.3481211. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi4-raspbian-sdOpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 22.11.5Buffer Size Comparison (Sample Rate: 44100)51210240.18480.36960.55440.73920.924SE +/- 0.000792, N = 3SE +/- 0.000604, N = 3SE +/- 0.000393, N = 3SE +/- 0.000098, N = 3SE +/- 0.006662, N = 12SE +/- 0.000730, N = 3SE +/- 0.010750, N = 3SE +/- 0.000258, N = 3SE +/- 0.000267, N = 3SE +/- 0.000223, N = 30.7757920.7972600.7970650.8213730.7762970.8005280.7705080.8000440.3355090.3624481. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

asmFish

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi4-raspbian-sdOpenBenchmarking.orgNodes/second, More Is BetterasmFish 2018-07-23Comparison1024 Hash Memory, 26 Depth2M4M6M8M10MSE +/- 75549.20, N = 6SE +/- 43781.35, N = 3SE +/- 65797.59, N = 9SE +/- 44374.95, N = 3SE +/- 34823.82, N = 375838568005820781721077211592767131

Comparison

pi5-raspbian-nvme: : The test run did not produce a result. The test run did not produce a result. The test run did not produce a result.

LeelaChessZero

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmepi4-raspbian-sdOpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.30Backend ComparisonBLAS246810SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.11, N = 9SE +/- 0.00, N = 3SE +/- 0.00, N = 35566711. (CXX) g++ options: -flto -pthread

Timed GDB GNU Debugger Compilation

rk1-rok-nvmepi5-raspbian-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterTimed GDB GNU Debugger Compilation 10.2ComparisonTime To Compile90180270360450SE +/- 1.39, N = 3SE +/- 1.63, N = 3249.25393.65

Comparison

rk1-mainline-emmc: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: gdb-10.2/missing: 81: makeinfo: not found

rk1-mainline-nvme: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: gdb-10.2/missing: 81: makeinfo: not found

rk1-rok-emmc: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: gdb-10.2/missing: 81: makeinfo: not found

pi4-raspbian-sd: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: gdb-10.2/missing: 81: makeinfo: not found

Timed PHP Compilation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterTimed PHP Compilation 8.1.9ComparisonTime To Compile110220330440550SE +/- 4.51, N = 3SE +/- 1.19, N = 3SE +/- 2.82, N = 3SE +/- 2.08, N = 3SE +/- 1.64, N = 3364.44334.21346.68343.16519.40

Timed FFmpeg Compilation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmepi4-raspbian-sdOpenBenchmarking.orgSeconds, Fewer Is BetterTimed FFmpeg Compilation 6.1ComparisonTime To Compile2004006008001000SE +/- 0.50, N = 3SE +/- 0.58, N = 3SE +/- 0.84, N = 3SE +/- 0.36, N = 3SE +/- 0.09, N = 3SE +/- 1.65, N = 3209.95200.28196.60194.15349.94971.00

Timed Erlang/OTP Compilation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterTimed Erlang/OTP Compilation 25.0ComparisonTime To Compile90180270360450SE +/- 0.61, N = 3SE +/- 0.12, N = 3SE +/- 0.77, N = 3SE +/- 0.74, N = 3SE +/- 0.17, N = 3310.70298.12301.84330.42405.21

m-queens

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmepi4-raspbian-sdOpenBenchmarking.orgSeconds, Fewer Is Betterm-queens 1.2ComparisonTime To Solve120240360480600SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.33, N = 3216.46206.45206.26206.40316.59567.491. (CXX) g++ options: -fopenmp -O2 -march=native

Timed CPython Compilation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterTimed CPython Compilation 3.10.6Build Configuration ComparisonReleased Build, PGO + LTO OptimizedDefault2004006008001000784.3066.13744.6059.76764.7260.52783.8761.47862.0293.78

Apache Spark TPC-H

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q22)10.73261.46522.19782.93043.663SE +/- 0.05419067, N = 3SE +/- 0.40940044, N = 82.635502583.25603971

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Comparison (Scale Factor: 1)Q22Q21Q20Q19Q18Q17Q16Q15Q14Q13Q12Q11Q10Q09Q08Q07Q06Q05Q04Q03Q02Q01Geometric Mean Of All Queries48121620SE +/- 0.05419067, N = 3SE +/- 0.45650715, N = 3SE +/- 0.16740673, N = 3SE +/- 0.08247514, N = 3SE +/- 0.02944973, N = 3SE +/- 0.11188602, N = 3SE +/- 0.04807800, N = 3SE +/- 0.01587727, N = 3SE +/- 0.09844103, N = 3SE +/- 0.05404231, N = 3SE +/- 0.07812445, N = 3SE +/- 0.00889576, N = 3SE +/- 0.12475642, N = 3SE +/- 0.03195754, N = 3SE +/- 0.07990249, N = 3SE +/- 0.01424190, N = 3SE +/- 0.06400088, N = 3SE +/- 0.08288138, N = 3SE +/- 0.15831346, N = 3SE +/- 0.17085945, N = 3SE +/- 0.06585723, N = 3SE +/- 0.17776740, N = 3SE +/- 0.02205715, N = 3SE +/- 0.40940044, N = 8SE +/- 0.09251555, N = 8SE +/- 0.02853109, N = 8SE +/- 0.04107179, N = 8SE +/- 0.15655408, N = 8SE +/- 0.05677966, N = 8SE +/- 0.04873253, N = 8SE +/- 0.02096419, N = 8SE +/- 0.08797017, N = 8SE +/- 0.02994103, N = 8SE +/- 0.07037349, N = 8SE +/- 0.02504461, N = 8SE +/- 0.08702141, N = 8SE +/- 0.06360940, N = 8SE +/- 0.01870892, N = 8SE +/- 0.12029949, N = 8SE +/- 0.02204410, N = 8SE +/- 0.06264325, N = 8SE +/- 0.15490647, N = 8SE +/- 0.07160103, N = 8SE +/- 0.10497115, N = 8SE +/- 0.10385415, N = 8SE +/- 0.03832583, N = 82.6355025818.002487184.955533353.456161108.852170947.480081882.365291433.733936313.483763383.309991524.411468982.229465095.488646358.098931315.125953205.678459013.144960966.451014206.352845996.219260695.121564718.991113984.703943663.2560397116.831480504.598659943.266044208.634209877.148795842.378982933.521971973.417816823.002522234.261494312.230567375.450984967.734836885.013944215.712453192.872663116.250915595.946094636.013409675.176648268.898104674.58796121

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q21)148121620SE +/- 0.46, N = 3SE +/- 0.09, N = 818.0016.83

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q20)11.1152.233.3454.465.575SE +/- 0.16740673, N = 3SE +/- 0.02853109, N = 84.955533354.59865994

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q19)10.77761.55522.33283.11043.888SE +/- 0.08247514, N = 3SE +/- 0.04107179, N = 83.456161103.26604420

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q18)1246810SE +/- 0.02944973, N = 3SE +/- 0.15655408, N = 88.852170948.63420987

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q17)1246810SE +/- 0.11188602, N = 3SE +/- 0.05677966, N = 87.480081887.14879584

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q16)10.53531.07061.60592.14122.6765SE +/- 0.04807800, N = 3SE +/- 0.04873253, N = 82.365291432.37898293

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q15)10.84011.68022.52033.36044.2005SE +/- 0.01587727, N = 3SE +/- 0.02096419, N = 83.733936313.52197197

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q14)10.78381.56762.35143.13523.919SE +/- 0.09844103, N = 3SE +/- 0.08797017, N = 83.483763383.41781682

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q13)10.74471.48942.23412.97883.7235SE +/- 0.05404231, N = 3SE +/- 0.02994103, N = 83.309991523.00252223

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q12)10.99261.98522.97783.97044.963SE +/- 0.07812445, N = 3SE +/- 0.07037349, N = 84.411468984.26149431

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q11)10.50191.00381.50572.00762.5095SE +/- 0.00889576, N = 3SE +/- 0.02504461, N = 82.229465092.23056737

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q10)11.23492.46983.70474.93966.1745SE +/- 0.12475642, N = 3SE +/- 0.08702141, N = 85.488646355.45098496

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q09)1246810SE +/- 0.03195754, N = 3SE +/- 0.06360940, N = 88.098931317.73483688

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q08)11.15332.30663.45994.61325.7665SE +/- 0.07990249, N = 3SE +/- 0.01870892, N = 85.125953205.01394421

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q07)11.28532.57063.85595.14126.4265SE +/- 0.01424190, N = 3SE +/- 0.12029949, N = 85.678459015.71245319

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q06)10.70761.41522.12282.83043.538SE +/- 0.06400088, N = 3SE +/- 0.02204410, N = 83.144960962.87266311

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q05)1246810SE +/- 0.08288138, N = 3SE +/- 0.06264325, N = 86.451014206.25091559

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q04)1246810SE +/- 0.15831346, N = 3SE +/- 0.15490647, N = 86.352845995.94609463

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q03)1246810SE +/- 0.17085945, N = 3SE +/- 0.07160103, N = 86.219260696.01340967

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q02)11.16472.32943.49414.65885.8235SE +/- 0.06585723, N = 3SE +/- 0.10497115, N = 85.121564715.17664826

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Q01)13691215SE +/- 0.17776740, N = 3SE +/- 0.10385415, N = 88.991113988.89810467

rk1-mainline-emmcrk1-rok-emmcOpenBenchmarking.orgSeconds, Fewer Is BetterApache Spark TPC-H 3.5Scale Factor Comparison (Geometric Mean Of All Queries)11.05842.11683.17524.23365.292SE +/- 0.02205715, N = 3SE +/- 0.03832583, N = 84.703943664.58796121

Scale Factor Comparison

rk1-mainline-emmc: 10: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./spark-tpch: line 6: echo: write error: No space left on device

rk1-rok-emmc: 10: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./spark-tpch: line 6: echo: write error: No space left on device

rk1-mainline-emmc: 100: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./spark-tpch: line 6: echo: write error: No space left on device

rk1-rok-emmc: 100: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./spark-tpch: line 6: echo: write error: No space left on device

rk1-mainline-emmc: 50: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./spark-tpch: line 6: echo: write error: No space left on device

rk1-rok-emmc: 50: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ./spark-tpch: line 6: echo: write error: No space left on device

FLAC Audio Encoding

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi4-raspbian-sdOpenBenchmarking.orgSeconds, Fewer Is BetterFLAC Audio Encoding 1.4ComparisonWAV To FLAC20406080100SE +/- 0.33, N = 25SE +/- 0.14, N = 5SE +/- 0.55, N = 25SE +/- 0.02, N = 5SE +/- 0.45, N = 554.3145.3351.6043.5190.291. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

Timed Wasmer Compilation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 2.3ComparisonTime To Compile80160240320400SE +/- 0.59, N = 3SE +/- 0.10, N = 3SE +/- 1.67, N = 3SE +/- 1.65, N = 3SE +/- 0.79, N = 3215.92204.89198.46188.16372.861. (CC) gcc options: -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc -pie -nodefaultlibs

WavPack Audio Encoding

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcpi4-raspbian-sdOpenBenchmarking.orgSeconds, Fewer Is BetterWavPack Audio Encoding 5.3ComparisonWAV To WavPack4080120160200SE +/- 0.07, N = 5SE +/- 0.13, N = 5SE +/- 0.05, N = 5SE +/- 0.08, N = 5104.0499.6294.62188.001. (CXX) g++ options: -rdynamic

Timed Eigen Compilation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterTimed Eigen Compilation 3.3.9ComparisonTime To Compile4080120160200SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 2.34, N = 3SE +/- 1.77, N = 3SE +/- 0.03, N = 3173.21166.90192.10202.51166.00

Timed MPlayer Compilation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterTimed MPlayer Compilation 1.5ComparisonTime To Compile60120180240300SE +/- 0.66, N = 3SE +/- 1.17, N = 3SE +/- 1.75, N = 3SE +/- 1.68, N = 3SE +/- 0.06, N = 3158.06152.52148.87150.11254.69

Timed ImageMagick Compilation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterTimed ImageMagick Compilation 6.9.0ComparisonTime To Compile50100150200250SE +/- 0.66, N = 3SE +/- 0.50, N = 3SE +/- 0.41, N = 3SE +/- 0.43, N = 3SE +/- 0.49, N = 3120.10115.09114.08112.86211.59

Opus Codec Encoding

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi4-raspbian-sdOpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.4ComparisonWAV To Opus Encode306090120150SE +/- 0.17, N = 5SE +/- 0.02, N = 5SE +/- 0.31, N = 5SE +/- 0.02, N = 5SE +/- 0.17, N = 571.5067.6265.4564.44129.791. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

N-Queens

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmepi4-raspbian-sdOpenBenchmarking.orgSeconds, Fewer Is BetterN-Queens 1.0ComparisonElapsed Time20406080100SE +/- 0.70, N = 15SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 359.4855.7656.1856.2463.00109.661. (CC) gcc options: -static -fopenmp -O3 -march=native

Monkey Audio Encoding

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi4-raspbian-sdOpenBenchmarking.orgSeconds, Fewer Is BetterMonkey Audio Encoding 3.99.6ComparisonWAV To APE1122334455SE +/- 0.00, N = 5SE +/- 0.00, N = 5SE +/- 0.01, N = 5SE +/- 0.01, N = 5SE +/- 0.66, N = 2520.2819.4818.5718.6746.561. (CXX) g++ options: -O3 -pedantic -rdynamic -lrt

Timed Apache Compilation

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmepi4-raspbian-sdOpenBenchmarking.orgSeconds, Fewer Is BetterTimed Apache Compilation 2.4.41ComparisonTime To Compile50100150200250SE +/- 0.16, N = 3SE +/- 0.22, N = 3SE +/- 0.26, N = 3SE +/- 0.38, N = 3SE +/- 0.37, N = 3SE +/- 0.49, N = 360.6359.3259.1659.7677.31223.03

SQLite

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgSeconds, Fewer Is BetterSQLite 3.30.1Threads / Copies Comparison1816243240SE +/- 0.28, N = 15SE +/- 0.11, N = 3SE +/- 0.35, N = 3SE +/- 0.04, N = 336.0731.2836.3033.271. (CC) gcc options: -O2 -lreadline -ltermcap -lz -lm

LevelDB

rk1-mainline-emmcrk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgMB/s, More Is BetterLevelDB 1.23Benchmark ComparisonSequential FillOverwriteRandom FillFill Sync48121620SE +/- 0.12, N = 3SE +/- 0.11, N = 15SE +/- 0.11, N = 10SE +/- 0.01, N = 15SE +/- 0.03, N = 3SE +/- 0.06, N = 5SE +/- 0.03, N = 3SE +/- 0.01, N = 15SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.00, N = 315.014.214.30.35.85.55.60.36.05.85.80.21. (CXX) g++ options: -fno-exceptions -fno-rtti -O3 -lgmock -lgtest -lsnappy

rk1-mainline-emmcrk1-rok-emmcrk1-rok-nvmeOpenBenchmarking.orgMicroseconds Per Op, Fewer Is BetterLevelDB 1.23Benchmark ComparisonSequential FillRandom DeleteOverwriteRandom FillSeek RandomFill SyncHot ReadRandom Read8001600240032004000SE +/- 0.405, N = 3SE +/- 0.132, N = 3SE +/- 0.512, N = 15SE +/- 0.486, N = 10SE +/- 0.148, N = 15SE +/- 124.904, N = 15SE +/- 0.032, N = 3SE +/- 0.043, N = 3SE +/- 0.648, N = 3SE +/- 1.094, N = 3SE +/- 1.898, N = 5SE +/- 0.770, N = 3SE +/- 0.013, N = 3SE +/- 80.483, N = 15SE +/- 0.014, N = 3SE +/- 0.015, N = 3SE +/- 0.569, N = 3SE +/- 0.861, N = 3SE +/- 0.482, N = 3SE +/- 1.262, N = 3SE +/- 0.008, N = 3SE +/- 9.836, N = 3SE +/- 0.015, N = 3SE +/- 0.015, N = 359.03155.52762.01361.5506.3763015.6464.5934.606149.853142.858156.267153.4936.2753224.4744.5204.497147.151139.647149.216150.3526.2733817.4294.5174.5021. (CXX) g++ options: -fno-exceptions -fno-rtti -O3 -lgmock -lgtest -lsnappy

Benchmark Comparison

rk1-mainline-nvme: Sequential Fill: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result. E: ./leveldb: 3: ./db_bench: not found

rk1-mainline-nvme: Random Delete: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result. E: ./leveldb: 3: ./db_bench: not found

rk1-mainline-nvme: Overwrite: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result. E: ./leveldb: 3: ./db_bench: not found

rk1-mainline-nvme: Random Fill: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result. E: ./leveldb: 3: ./db_bench: not found

rk1-mainline-nvme: Seek Random: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result. E: ./leveldb: 3: ./db_bench: not found

rk1-mainline-nvme: Fill Sync: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result. E: ./leveldb: 3: ./db_bench: not found

rk1-mainline-nvme: Hot Read: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result. E: ./leveldb: 3: ./db_bench: not found

rk1-mainline-nvme: Random Read: The test run did not produce a result. The test run did not produce a result. The test run did not produce a result. E: ./leveldb: 3: ./db_bench: not found

LAME MP3 Encoding

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi4-raspbian-sdOpenBenchmarking.orgSeconds, Fewer Is BetterLAME MP3 Encoding 3.100ComparisonWAV To MP3612182430SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 313.0512.5011.8911.9624.371. (CC) gcc options: -O3 -ffast-math -funroll-loops -fschedule-insns2 -fbranch-count-reg -fforce-addr -pipe -lncurses -lm

TSCP

rk1-mainline-emmcrk1-mainline-nvmerk1-rok-emmcrk1-rok-nvmepi5-raspbian-nvmepi4-raspbian-sdOpenBenchmarking.orgNodes Per Second, More Is BetterTSCP 1.81ComparisonAI Chess Performance200K400K600K800K1000KSE +/- 370.48, N = 5SE +/- 1140.25, N = 5SE +/- 238.60, N = 5SE +/- 239.20, N = 5SE +/- 350.28, N = 5SE +/- 463.49, N = 57385077724868109218121178877794454711. (CC) gcc options: -O3 -march=native

Timed Mesa Compilation

Comparison

rk1-mainline-emmc: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ninja: error: loading 'build.ninja': No such file or directory

rk1-mainline-nvme: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ninja: error: loading 'build.ninja': No such file or directory

rk1-rok-emmc: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ninja: error: loading 'build.ninja': No such file or directory

rk1-rok-nvme: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ninja: error: loading 'build.ninja': No such file or directory

pi5-raspbian-nvme: : The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: ninja: error: loading 'build.ninja': No such file or directory

293 Results Shown

Apache Spark TPC-DS:
  Scale Factor Comparison (Q99)
  100)
  Scale Factor Comparison (Q98)
  Scale Factor Comparison (Q97)
  Scale Factor Comparison (Q96)
  Scale Factor Comparison (Q95)
  Scale Factor Comparison (Q94)
  Scale Factor Comparison (Q93)
  Scale Factor Comparison (Q92)
  Scale Factor Comparison (Q91)
  Scale Factor Comparison (Q90)
  Scale Factor Comparison (Q89)
  Scale Factor Comparison (Q88)
  Scale Factor Comparison (Q87)
  Scale Factor Comparison (Q86)
  Scale Factor Comparison (Q85)
  Scale Factor Comparison (Q84)
  Scale Factor Comparison (Q83)
  Scale Factor Comparison (Q82)
  Scale Factor Comparison (Q81)
  Scale Factor Comparison (Q80)
  Scale Factor Comparison (Q79)
  Scale Factor Comparison (Q78)
  Scale Factor Comparison (Q77)
  Scale Factor Comparison (Q76)
  Scale Factor Comparison (Q75)
  Scale Factor Comparison (Q74)
  Scale Factor Comparison (Q73)
  Scale Factor Comparison (Q72)
  Scale Factor Comparison (Q71)
  Scale Factor Comparison (Q70)
  Scale Factor Comparison (Q69)
  Scale Factor Comparison (Q68)
  Scale Factor Comparison (Q67)
  Scale Factor Comparison (Q66)
  Scale Factor Comparison (Q65)
  Scale Factor Comparison (Q64)
  Scale Factor Comparison (Q63)
  Scale Factor Comparison (Q62)
  Scale Factor Comparison (Q61)
  Scale Factor Comparison (Q60)
  Scale Factor Comparison (Q59)
  Scale Factor Comparison (Q58)
  Scale Factor Comparison (Q57)
  Scale Factor Comparison (Q56)
  Scale Factor Comparison (Q55)
  Scale Factor Comparison (Q54)
  Scale Factor Comparison (Q53)
  Scale Factor Comparison (Q52)
  Scale Factor Comparison (Q51)
  Scale Factor Comparison (Q50)
  Scale Factor Comparison (Q49)
  Scale Factor Comparison (Q48)
  Scale Factor Comparison (Q47)
  Scale Factor Comparison (Q46)
  Scale Factor Comparison (Q45)
  Scale Factor Comparison (Q44)
  Scale Factor Comparison (Q43)
  Scale Factor Comparison (Q42)
  Scale Factor Comparison (Q41)
  Scale Factor Comparison (Q40)
  Scale Factor Comparison (Q39)
  Scale Factor Comparison (Q38)
  Scale Factor Comparison (Q37)
  Scale Factor Comparison (Q36)
  Scale Factor Comparison (Q35)
  Scale Factor Comparison (Q34)
  Scale Factor Comparison (Q33)
  Scale Factor Comparison (Q32)
  Scale Factor Comparison (Q31)
  Scale Factor Comparison (Q30)
  Scale Factor Comparison (Q29)
  Scale Factor Comparison (Q28)
  Scale Factor Comparison (Q27)
  Scale Factor Comparison (Q26)
  Scale Factor Comparison (Q25)
  Scale Factor Comparison (Q24)
  Scale Factor Comparison (Q23)
  Scale Factor Comparison (Q22)
  Scale Factor Comparison (Q21)
  Scale Factor Comparison (Q20)
  Scale Factor Comparison (Q19)
  Scale Factor Comparison (Q18)
  Scale Factor Comparison (Q17)
  Scale Factor Comparison (Q15)
  Scale Factor Comparison (Q14)
  Scale Factor Comparison (Q13)
  Scale Factor Comparison (Q12)
  Scale Factor Comparison (Q11)
  Scale Factor Comparison (Q10)
  Scale Factor Comparison (Q09)
  Scale Factor Comparison (Q08)
  Scale Factor Comparison (Q07)
  Scale Factor Comparison (Q06)
  Scale Factor Comparison (Q05)
  Scale Factor Comparison (Q04)
  Scale Factor Comparison (Q03)
  Scale Factor Comparison (Q02)
  Scale Factor Comparison (Q01)
  50)
  10)
  500)
  1)
  Scale Factor Comparison (Q16)
  Build Comparison
  Comparison
  Comparison
  Build System Comparison
  Comparison
  3000 - 30)
  300 - - 30)
  300 - 3000)
  500 - - 30)
  500 - 3000)
  100 - - 30)
  100 - 3000)
  1000 - 30)
  100 - 1000)
  500 - 1000)
  300 - 1000)
  Comparison
  100 - Broadcast Inner Join Test Time)
  40000000 - - Broadcast Inner Join Test Time)
  40000000 - 100)
  100 - Inner Join Test Time)
  40000000 - - Inner Join Test Time)
  100 - Repartition Test Time)
  40000000 - - Repartition Test Time)
  100 - Group By Test Time)
  40000000 - - Group By Test Time)
  1000 - Broadcast Inner Join Test Time)
  40000000 - 1000)
  1000 - Inner Join Test Time)
  1000 - Repartition Test Time)
  1000 - Group By Test Time)
  2000 - Broadcast Inner Join Test Time)
  40000000 - 2000)
  2000 - Inner Join Test Time)
  2000 - Repartition Test Time)
  2000 - Group By Test Time)
  500 - Broadcast Inner Join Test Time)
  40000000 - 500)
  500 - Inner Join Test Time)
  500 - Repartition Test Time)
  500 - Group By Test Time)
  100 - Calculate Pi Benchmark Using Dataframe)
  40000000 - - Calculate Pi Benchmark Using Dataframe)
  100 - Calculate Pi Benchmark)
  40000000 - - Calculate Pi Benchmark)
  100 - SHA-512 Benchmark Time)
  40000000 - - SHA-512 Benchmark Time)
  500 - Calculate Pi Benchmark Using Dataframe)
  500 - Calculate Pi Benchmark)
  500 - SHA-512 Benchmark Time)
  1000 - Calculate Pi Benchmark Using Dataframe)
  1000 - Calculate Pi Benchmark)
  1000 - SHA-512 Benchmark Time)
  2000 - Calculate Pi Benchmark Using Dataframe)
  2000 - Calculate Pi Benchmark)
  2000 - SHA-512 Benchmark Time)
  1000000 - - Broadcast Inner Join Test Time)
  1000000 - 2000)
  1000000 - - Inner Join Test Time)
  1000000 - - Repartition Test Time)
  1000000 - - Group By Test Time)
  1000000 - - Calculate Pi Benchmark Using Dataframe)
  1000000 - - Calculate Pi Benchmark)
  1000000 - - SHA-512 Benchmark Time)
  20000000 - - Broadcast Inner Join Test Time)
  20000000 - 2000)
  20000000 - - Inner Join Test Time)
  20000000 - - Repartition Test Time)
  20000000 - - Group By Test Time)
  20000000 - 1000)
  20000000 - - Calculate Pi Benchmark Using Dataframe)
  20000000 - - Calculate Pi Benchmark)
  20000000 - - SHA-512 Benchmark Time)
  20000000 - 500)
  20000000 - 100)
  1000000 - 100)
  10000000 - - Broadcast Inner Join Test Time)
  10000000 - 100)
  10000000 - - Inner Join Test Time)
  10000000 - - Repartition Test Time)
  10000000 - - Group By Test Time)
  10000000 - - Calculate Pi Benchmark Using Dataframe)
  10000000 - - Calculate Pi Benchmark)
  10000000 - - SHA-512 Benchmark Time)
  10000000 - 2000)
  10000000 - 1000)
  10000000 - 500)
  1000000 - 1000)
  1000000 - 500)
  Comparison
  Comparison
  50 - 100 - Average Latency)
  RANGE - - 100 - Average Latency)
  RANGE - 50 - - Average Latency)
  RANGE - 50 - 100)
  50 - 100)
  RANGE - - 100)
  RANGE - 50)
  500 - 100 - Average Latency)
  PUT - - 100 - Average Latency)
  PUT - 500 - - Average Latency)
  PUT - 500 - 100)
  500 - 100)
  PUT - - 100)
  PUT - 500)
  PUT - 50 - - Average Latency)
  PUT - 50 - 100)
  PUT - 50)
  RANGE - 500 - - Average Latency)
  RANGE - 500 - 100)
  RANGE - 500)
  100 - 1000 - Average Latency)
  RANGE - - 1000 - Average Latency)
  RANGE - 100 - - Average Latency)
  RANGE - 100 - 1000)
  100 - 1000)
  RANGE - - 1000)
  RANGE - 100)
  PUT - - 1000 - Average Latency)
  PUT - 100 - - Average Latency)
  PUT - 100 - 1000)
  PUT - - 1000)
  PUT - 100)
  50 - 1000 - Average Latency)
  RANGE - 50 - 1000)
  50 - 1000)
  PUT - 50 - 1000)
  100 - 100 - Average Latency)
  RANGE - 100 - 100)
  100 - 100)
  PUT - 100 - 100)
  500 - 1000 - Average Latency)
  RANGE - 500 - 1000)
  500 - 1000)
  PUT - 500 - 1000)
  Comparison
  512)
  192000)
  1024)
  96000)
  480000)
  44100)
  Comparison
  Backend Comparison
  Comparison
  Comparison
  Comparison
  Comparison
  Comparison
  Build Configuration Comparison
  Scale Factor Comparison (Q22)
  1)
  Scale Factor Comparison (Q21)
  Scale Factor Comparison (Q20)
  Scale Factor Comparison (Q19)
  Scale Factor Comparison (Q18)
  Scale Factor Comparison (Q17)
  Scale Factor Comparison (Q16)
  Scale Factor Comparison (Q15)
  Scale Factor Comparison (Q14)
  Scale Factor Comparison (Q13)
  Scale Factor Comparison (Q12)
  Scale Factor Comparison (Q11)
  Scale Factor Comparison (Q10)
  Scale Factor Comparison (Q09)
  Scale Factor Comparison (Q08)
  Scale Factor Comparison (Q07)
  Scale Factor Comparison (Q06)
  Scale Factor Comparison (Q05)
  Scale Factor Comparison (Q04)
  Scale Factor Comparison (Q03)
  Scale Factor Comparison (Q02)
  Scale Factor Comparison (Q01)
  Scale Factor Comparison (Geometric Mean Of All Queries)
  Comparison
  Comparison
  Comparison
  Comparison
  Comparison
  Comparison
  Comparison
  Comparison
  Comparison
  Comparison
  Threads / Copies Comparison
  Benchmark Comparison
  Benchmark Comparison
  Comparison
  Comparison