nn db epyc

2 x AMD EPYC 7713 64-Core testing with a AMD DAYTONA_X (RYM1009B BIOS) and llvmpipe on Ubuntu 22.04 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 2208195-NE-NNDBEPYC910
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nn db epycOpenBenchmarking.orgPhoronix Test Suite2 x AMD EPYC 7713 64-Core @ 2.00GHz (128 Cores / 256 Threads)AMD DAYTONA_X (RYM1009B BIOS)AMD Starship/Matisse512GB3841GB Micron_9300_MTFDHAL3T8TDPllvmpipeVE2282 x Mellanox MT27710Ubuntu 22.045.19.0-051900daily20220803-generic (x86_64)GNOME Shell 42.2X Server 1.21.1.3 + Wayland4.5 Mesa 22.0.1 (LLVM 13.0.1 256 bits)4.5 Mesa 22.0.5 (LLVM 13.0.1 256 bits)1.2.204GCC 11.2.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelDesktopDisplay ServerOpenGLsVulkanCompilerFile-SystemScreen ResolutionNn Db Epyc BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001173 - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

AbCDResult OverviewPhoronix Test Suite100%109%118%127%136%Mobile Neural Networkmemtier_benchmarkRedisClickHouseMemcachedDragonflydb

nn db epycclickhouse: 100M Rows Web Analytics Dataset, First Run / Cold Cacheclickhouse: 100M Rows Web Analytics Dataset, Second Runclickhouse: 100M Rows Web Analytics Dataset, Third Rundragonflydb: 50 - 1:1dragonflydb: 50 - 1:5dragonflydb: 50 - 5:1memcached: 1:1memcached: 1:5memcached: 5:1redis: GET - 50redis: SET - 50redis: GET - 500redis: LPOP - 50redis: SADD - 50redis: SET - 500redis: GET - 1000redis: LPOP - 500redis: LPUSH - 50redis: SADD - 500redis: SET - 1000redis: LPOP - 1000redis: LPUSH - 500redis: SADD - 1000redis: LPUSH - 1000memtier-benchmark: Redis - 50 - 1:1memtier-benchmark: Redis - 50 - 1:5memtier-benchmark: Redis - 50 - 1:10mnn: mobilenetV3mnn: squeezenetv1.1mnn: resnet-v2-50mnn: SqueezeNetV1.0mnn: MobileNetV2_224mnn: mobilenet-v1-1.0mnn: inception-v3AbCD389.67390.61414.31760767.43732958.38786711.83634383.251932492.19395679.993172616.752170554.751897999.383158017.752536402.751399605.251723752.752306420.751977805.251590764.121446578.621233896.51517754.251570111.751355074.51673351.41482986.71553932.6212.91110.91424.8957.37226.0914.99330.219392.60399.07408.54773269.34749783.45791671.01636412.281972562.43390563.0625325482223151.51915449.621924295.622539111.51527658.751745414.751301496.621871501.251740008.8814246341210979.2514884321616692.381284379.51272190.351935053.731454197.0412.3114.67826.0157.6127.0064.76831.157383.04408.31383.68748405.81735226.57791275.99630927.751942043.81388701.01284128322195001896559.51784344.382436097.2514690161763242.381327727.622010133.751612152.1213777511387705.621513756.751618334.881268224.381402516.971654785.7515.3035.41224.278.457.1624.86629.463389.64419.44424.76767478.86749316.77750552.83692957.951995336.39389368.6128422522138252.517768081877403.882549334.751467033.2517127701394297.2518330791722031.121447356.251220430.51367153.121628652.121446942.121146947.781381391.391209719.8612.7945.25525.2578.41722.3194.98430.223OpenBenchmarking.org

ClickHouse

ClickHouse is an open-source, high performance OLAP data management system. This test profile uses ClickHouse's standard benchmark recommendations per https://clickhouse.com/docs/en/operations/performance-test/ with the 100 million rows web analytics dataset. The reported value is the query processing time using the geometric mean of all queries performed. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, First Run / Cold CacheAbCD90180270360450389.67392.60383.04389.64MIN: 45.05 / MAX: 6666.67MIN: 45.59 / MAX: 12000MIN: 46.05 / MAX: 8571.43MIN: 43.76 / MAX: 8571.431. ClickHouse server version 22.5.4.19 (official build).

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Second RunAbCD90180270360450390.61399.07408.31419.44MIN: 70.34 / MAX: 6000MIN: 71.17 / MAX: 7500MIN: 72.29 / MAX: 12000MIN: 72.38 / MAX: 150001. ClickHouse server version 22.5.4.19 (official build).

OpenBenchmarking.orgQueries Per Minute, Geo Mean, More Is BetterClickHouse 22.5.4.19100M Rows Web Analytics Dataset, Third RunAbCD90180270360450414.31408.54383.68424.76MIN: 71.77 / MAX: 7500MIN: 69.52 / MAX: 15000MIN: 69.28 / MAX: 7500MIN: 72.46 / MAX: 100001. ClickHouse server version 22.5.4.19 (official build).

Dragonflydb

Dragonfly is an open-source database server that is a "modern Redis replacement" that aims to be the fastest memory store while being compliant with the Redis and Memcached protocols. For benchmarking Dragonfly, Memtier_benchmark is used as a NoSQL Redis/Memcache traffic generation plus benchmarking tool developed by Redis Labs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 1:1AbCD170K340K510K680K850K760767.43773269.34748405.81767478.861. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 1:5AbCD160K320K480K640K800K732958.38749783.45735226.57749316.771. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 0.6Clients: 50 - Set To Get Ratio: 5:1AbCD200K400K600K800K1000K786711.83791671.01791275.99750552.831. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Memcached

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.16Set To Get Ratio: 1:1AbCD150K300K450K600K750K634383.25636412.28630927.75692957.951. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.16Set To Get Ratio: 1:5AbCD400K800K1200K1600K2000K1932492.191972562.431942043.811995336.391. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterMemcached 1.6.16Set To Get Ratio: 5:1AbCD80K160K240K320K400K395679.99390563.06388701.01389368.611. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Redis

Redis is an open-source in-memory data structure store, used as a database, cache, and message broker. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 50AbCD700K1400K2100K2800K3500K3172616.752532548.002841283.002842252.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 50AbCD500K1000K1500K2000K2500K2170554.752223151.502219500.002138252.501. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 500AbCD400K800K1200K1600K2000K1897999.381915449.621896559.501776808.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 50AbCD700K1400K2100K2800K3500K3158017.751924295.621784344.381877403.881. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 50AbCD500K1000K1500K2000K2500K2536402.752539111.502436097.252549334.751. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 500AbCD300K600K900K1200K1500K1399605.251527658.751469016.001467033.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: GET - Parallel Connections: 1000AbCD400K800K1200K1600K2000K1723752.751745414.751763242.381712770.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 500AbCD500K1000K1500K2000K2500K2306420.751301496.621327727.621394297.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 50AbCD400K800K1200K1600K2000K1977805.251871501.252010133.751833079.001. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 500AbCD400K800K1200K1600K2000K1590764.121740008.881612152.121722031.121. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SET - Parallel Connections: 1000AbCD300K600K900K1200K1500K1446578.621424634.001377751.001447356.251. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPOP - Parallel Connections: 1000AbCD300K600K900K1200K1500K1233896.501210979.251387705.621220430.501. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 500AbCD300K600K900K1200K1500K1517754.251488432.001513756.751367153.121. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: SADD - Parallel Connections: 1000AbCD300K600K900K1200K1500K1570111.751616692.381618334.881628652.121. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis 7.0.4Test: LPUSH - Parallel Connections: 1000AbCD300K600K900K1200K1500K1355074.501284379.501268224.381446942.121. (CXX) g++ options: -MM -MT -g3 -fvisibility=hidden -O3

memtier_benchmark

Memtier_benchmark is a NoSQL Redis/Memcache traffic generation plus benchmarking tool developed by Redis Labs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:1AbCD400K800K1200K1600K2000K1673351.401272190.351402516.971146947.781. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5AbD400K800K1200K1600K2000K1482986.701935053.731381391.391. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5

C: The test run did not produce a result.

OpenBenchmarking.orgOps/sec, More Is Bettermemtier_benchmark 1.4Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10AbCD400K800K1200K1600K2000K1553932.621454197.041654785.751209719.861. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Mobile Neural Network

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.0Model: mobilenetV3AbCD4812162012.9112.3115.3012.79MIN: 5.31 / MAX: 25.52MIN: 6.17 / MAX: 18.81MIN: 6.74 / MAX: 25.22MIN: 2.88 / MAX: 24.031. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.0Model: squeezenetv1.1AbCD369121510.9144.6785.4125.255MIN: 9.6 / MAX: 15.25MIN: 3.98 / MAX: 8.36MIN: 5.21 / MAX: 5.77MIN: 4.41 / MAX: 10.861. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.0Model: resnet-v2-50AbCD61218243024.9026.0224.2725.26MIN: 23.6 / MAX: 59.88MIN: 22.43 / MAX: 59.1MIN: 22.31 / MAX: 105.54MIN: 24.07 / MAX: 37.071. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.0Model: SqueezeNetV1.0AbCD2468107.3727.6128.4508.417MIN: 7.28 / MAX: 7.48MIN: 6.37 / MAX: 9MIN: 8.3 / MAX: 13.55MIN: 8.28 / MAX: 12.141. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.0Model: MobileNetV2_224AbCD61218243026.0917.0067.16222.319MIN: 18.5 / MAX: 33.92MIN: 5 / MAX: 14.39MIN: 6.01 / MAX: 16.87MIN: 6.26 / MAX: 46.531. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.0Model: mobilenet-v1-1.0AbCD1.12342.24683.37024.49365.6174.9934.7684.8664.984MIN: 4.32 / MAX: 34.62MIN: 4.2 / MAX: 5.2MIN: 4.23 / MAX: 24.37MIN: 4.32 / MAX: 8.781. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl

OpenBenchmarking.orgms, Fewer Is BetterMobile Neural Network 2.0Model: inception-v3AbCD71421283530.2231.1629.4630.22MIN: 27.84 / MAX: 124.53MIN: 24.83 / MAX: 97.68MIN: 24.01 / MAX: 156.49MIN: 24.29 / MAX: 91.611. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -rdynamic -pthread -ldl