new-nov

2 x AMD EPYC 75F3 32-Core testing with a ASRockRack ROME2D16-2T (P3.10 BIOS) and ASPEED on Fedora Linux 35 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 2111087-TJ-NEWNOV45627
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Limit displaying results to tests within:

Creator Workloads 5 Tests
Encoding 2 Tests
HPC - High Performance Computing 2 Tests
Imaging 2 Tests
Multi-Core 2 Tests
Python Tests 3 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
View Logs
Performance Per
Dollar
Date
Run
  Test
  Duration
A
November 07
  13 Minutes
AA
November 07
  3 Hours, 46 Minutes
B
November 08
  39 Minutes
C
November 08
  39 Minutes
Invert Hiding All Results Option
  1 Hour, 19 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):


new-nov OpenBenchmarking.orgPhoronix Test Suite 10.6.12 x AMD EPYC 75F3 32-Core @ 2.95GHz (64 Cores / 128 Threads)ASRockRack ROME2D16-2T (P3.10 BIOS)AMD Starship/Matisse126GB1000GB Western Digital WD_BLACK SN850 1TBASPEEDAMD Starship/MatisseVE2282 x Intel 10G X550TFedora Linux 355.14.14-300.fc35.x86_64 (x86_64)GCC 11.2.1 20210728xfs1920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelCompilerFile-SystemScreen ResolutionNew-nov BenchmarksSystem Logs- Transparent Huge Pages: madvise- DEBUGINFOD_URLS=https://debuginfod.fedoraproject.org/- --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,lto --enable-link-serialization=1 --enable-multilib --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa001114 - Python 3.10.0- SELinux + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

AAABCResult OverviewPhoronix Test Suite 10.6.1100%101%102%103%JPEG XL Decoding libjxlJPEG XL libjxlrav1e

new-nov jpegxl: PNG - 5jpegxl: PNG - 7jpegxl: PNG - 8jpegxl: JPEG - 5jpegxl: JPEG - 7jpegxl: JPEG - 8jpegxl-decode: 1jpegxl-decode: Allrav1e: 1rav1e: 5rav1e: 6rav1e: 10stargate: 44100 - 512stargate: 96000 - 512redis: LPUSH and LPOP: lpopredis: LPUSH and LPOP: lpushredis: GETredis: MIXredis: SETblender: BMW27 - CPU-Onlyblender: Classroom - CPU-Onlyblender: Fishy Cat - CPU-Onlyblender: Barbershop - CPU-Onlyblender: Pabellon Barcelona - CPU-Onlyonnx: yolov4 - CPUonnx: fcn-resnet101-11 - CPUonnx: shufflenet-v2-10 - CPUonnx: super-resolution-10 - CPUpyhpc: CPU - Numpy - 16384 - Equation of Statepyhpc: CPU - Numpy - 16384 - Isoneutral Mixingpyhpc: CPU - Numpy - 65536 - Equation of Statepyhpc: CPU - Numpy - 65536 - Isoneutral Mixingpyhpc: CPU - Numpy - 262144 - Equation of Statepyhpc: CPU - Numpy - 262144 - Isoneutral Mixingpyhpc: CPU - Numpy - 1048576 - Equation of Statepyhpc: CPU - Numpy - 1048576 - Isoneutral Mixingpyhpc: CPU - Numpy - 4194304 - Equation of Statepyhpc: CPU - Numpy - 4194304 - Isoneutral Mixingpyhpc: CPU - TensorFlow - 4194304 - Isoneutral MixingAAABC65.729.390.9671.2670.8227.7858.09244.630.5012.1612.9726.4275.636243.91888668.839.350.9770.9571.0727.8957.62249.450.5022.2772.9216.4711215874.481182263.54737589.42434753.04300716.9426.2864.1637.8596.8976.88252166456049130.0020.0090.0110.0340.0460.120.1700.4861.0252.02966.619.260.9672.2972.4928.3354.64242.850.5032.1633.036.6275.7353813.8607991169533.501583531.25745562.9515974.69336661.2426.3364.6437.5496.8976.88278159797647210.0020.0090.0120.0330.0450.1180.1670.4851.0212.02168.919.380.9672.5272.6727.957.56249.440.5032.2952.9536.4285.6919883.9369741212665.191201923.12782383.89478538.61324048.3726.4563.8337.6597.477.08272198843079450.0020.0090.0110.0330.0440.1190.1650.4821.0122.024OpenBenchmarking.org

JPEG XL libjxl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 5AAABC1530456075SE +/- 0.14, N = 365.7268.8366.6168.911. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 5AAABC1326395265Min: 68.58 / Avg: 68.83 / Max: 69.051. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 7AAABC3691215SE +/- 0.03, N = 39.399.359.269.381. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 7AAABC3691215Min: 9.31 / Avg: 9.35 / Max: 9.41. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 8AAABC0.21830.43660.65490.87321.0915SE +/- 0.00, N = 30.960.970.960.961. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: PNG - Encode Speed: 8AAABC246810Min: 0.96 / Avg: 0.97 / Max: 0.971. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 5AAABC1632486480SE +/- 0.15, N = 371.2670.9572.2972.521. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 5AAABC1428425670Min: 70.65 / Avg: 70.95 / Max: 71.11. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 7AAABC1632486480SE +/- 0.23, N = 370.8271.0772.4972.671. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 7AAABC1428425670Min: 70.66 / Avg: 71.07 / Max: 71.441. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 8AAABC714212835SE +/- 0.07, N = 327.7827.8928.3327.901. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL libjxl 0.6.1Input: JPEG - Encode Speed: 8AAABC612182430Min: 27.77 / Avg: 27.89 / Max: 28.011. (CXX) g++ options: -funwind-tables -O3 -O2 -fPIE -pie

JPEG XL Decoding libjxl

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.6.1CPU Threads: 1AAABC1326395265SE +/- 0.11, N = 358.0957.6254.6457.56
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.6.1CPU Threads: 1AAABC1122334455Min: 57.42 / Avg: 57.62 / Max: 57.79

OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.6.1CPU Threads: AllAAABC50100150200250SE +/- 2.38, N = 6244.63249.45242.85249.44
OpenBenchmarking.orgMP/s, More Is BetterJPEG XL Decoding libjxl 0.6.1CPU Threads: AllAAABC50100150200250Min: 244.48 / Avg: 249.45 / Max: 260.86

rav1e

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.5Speed: 1AAABC0.11320.22640.33960.45280.566SE +/- 0.001, N = 30.5010.5020.5030.503
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.5Speed: 1AAABC246810Min: 0.5 / Avg: 0.5 / Max: 0.5

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.5Speed: 5AAABC0.51641.03281.54922.06562.582SE +/- 0.017, N = 152.1612.2772.1632.295
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.5Speed: 5AAABC246810Min: 2.14 / Avg: 2.28 / Max: 2.36

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.5Speed: 6AAABC0.68181.36362.04542.72723.409SE +/- 0.021, N = 152.9722.9213.0302.953
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.5Speed: 6AAABC246810Min: 2.81 / Avg: 2.92 / Max: 3.05

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.5Speed: 10AAABC246810SE +/- 0.079, N = 46.4276.4716.6276.428
OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.5Speed: 10AAABC3691215Min: 6.24 / Avg: 6.47 / Max: 6.6

Stargate Digital Audio Workstation

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 44100 - Buffer Size: 512ABC1.29052.5813.87155.1626.45255.6362405.7353815.6919881. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

OpenBenchmarking.orgRender Ratio, More Is BetterStargate Digital Audio Workstation 21.10.9Sample Rate: 96000 - Buffer Size: 512ABC0.88581.77162.65743.54324.4293.9188863.8607993.9369741. (CXX) g++ options: -lpthread -lsndfile -lm -O3 -march=native -ffast-math -funroll-loops -fstrength-reduce -fstrict-aliasing -finline-functions

Redis Memtier / Redis Benchmark

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpopAABC300K600K900K1200K1500KSE +/- 10319.97, N = 6SE +/- 3624.62, N = 2SE +/- 14629.94, N = 21215874.481169533.501212665.191. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpopAABC200K400K600K800K1000KMin: 1182592.25 / Avg: 1215874.48 / Max: 1247038.25Min: 1165908.88 / Avg: 1169533.5 / Max: 1173158.12Min: 1198035.25 / Avg: 1212665.19 / Max: 1227295.121. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5

OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpushAABC300K600K900K1200K1500KSE +/- 9003.24, N = 31182263.541583531.251201923.121. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5
OpenBenchmarking.orgRequests Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: LPUSH and LPOP: lpushAABC300K600K900K1200K1500KMin: 1166180.75 / Avg: 1182263.54 / Max: 11973181. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: GETAABC200K400K600K800K1000KSE +/- 25109.29, N = 9737589.42745562.90782383.891. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5
OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: GETAABC140K280K420K560K700KMin: 541837.89 / Avg: 737589.42 / Max: 793675.991. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: MIXAABC110K220K330K440K550KSE +/- 14300.43, N = 12434753.04515974.69478538.611. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5
OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: MIXAABC90K180K270K360K450KMin: 391411.95 / Avg: 434753.04 / Max: 561115.991. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5

OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: SETAABC70K140K210K280K350KSE +/- 4266.16, N = 12300716.94336661.24324048.371. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5
OpenBenchmarking.orgOperations Per Second, More Is BetterRedis Memtier / Redis BenchmarkTest: SETAABC60K120K180K240K300KMin: 282791.06 / Avg: 300716.94 / Max: 338019.441. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre2. Redis server v=6.2.5 sha=00000000:0 malloc=jemalloc-5.1.0 bits=64 build=c3bcbbc271a770f5

Blender

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyAABC612182430SE +/- 0.03, N = 326.2826.3326.45
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CPU-OnlyAABC612182430Min: 26.22 / Avg: 26.28 / Max: 26.31

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyAABC1428425670SE +/- 0.06, N = 364.1664.6463.83
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CPU-OnlyAABC1326395265Min: 64.08 / Avg: 64.16 / Max: 64.27

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyAABC918273645SE +/- 0.10, N = 337.8537.5437.65
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CPU-OnlyAABC816243240Min: 37.68 / Avg: 37.85 / Max: 38.04

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyAABC20406080100SE +/- 0.17, N = 396.8996.8997.40
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CPU-OnlyAABC20406080100Min: 96.67 / Avg: 96.89 / Max: 97.22

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyAABC20406080100SE +/- 0.10, N = 376.8876.8877.08
OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CPU-OnlyAABC1530456075Min: 76.71 / Avg: 76.88 / Max: 77.06

ONNX Runtime

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: yolov4 - Device: CPUAABC60120180240300SE +/- 4.14, N = 122522782721. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: yolov4 - Device: CPUAABC50100150200250Min: 226 / Avg: 252.33 / Max: 267.51. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: fcn-resnet101-11 - Device: CPUAABC4080120160200SE +/- 1.92, N = 31661591981. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: fcn-resnet101-11 - Device: CPUAABC4080120160200Min: 163.5 / Avg: 165.67 / Max: 169.51. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: shufflenet-v2-10 - Device: CPUAABC2K4K6K8K10KSE +/- 337.63, N = 94560797684301. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: shufflenet-v2-10 - Device: CPUAABC15003000450060007500Min: 3365.5 / Avg: 4560.44 / Max: 65441. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: super-resolution-10 - Device: CPUAABC2K4K6K8K10KSE +/- 282.28, N = 124913472179451. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt
OpenBenchmarking.orgInferences Per Minute, More Is BetterONNX Runtime 1.9.1Model: super-resolution-10 - Device: CPUAABC14002800420056007000Min: 4389.5 / Avg: 4912.96 / Max: 8001.51. (CXX) g++ options: -ffunction-sections -fdata-sections -march=native -mtune=native -O3 -flto -fno-fat-lto-objects -ldl -lrt

PyHPC Benchmarks

Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of StateAABC0.00050.0010.00150.0020.0025SE +/- 0.000, N = 30.0020.0020.002
OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of StateAABC12345Min: 0 / Avg: 0 / Max: 0

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral MixingAABC0.0020.0040.0060.0080.01SE +/- 0.000, N = 30.0090.0090.009
OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral MixingAABC12345Min: 0.01 / Avg: 0.01 / Max: 0.01

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of StateAABC0.00270.00540.00810.01080.0135SE +/- 0.000, N = 30.0110.0120.011
OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of StateAABC12345Min: 0.01 / Avg: 0.01 / Max: 0.01

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral MixingAABC0.00770.01540.02310.03080.0385SE +/- 0.000, N = 120.0340.0330.033
OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral MixingAABC12345Min: 0.03 / Avg: 0.03 / Max: 0.04

Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of StateAABC0.01040.02080.03120.04160.052SE +/- 0.000, N = 30.0460.0450.044
OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of StateAABC12345Min: 0.05 / Avg: 0.05 / Max: 0.05

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral MixingAABC0.0270.0540.0810.1080.135SE +/- 0.000, N = 30.1200.1180.119
OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral MixingAABC12345Min: 0.12 / Avg: 0.12 / Max: 0.12

Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of StateAABC0.03830.07660.11490.15320.1915SE +/- 0.001, N = 30.1700.1670.165
OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of StateAABC12345Min: 0.17 / Avg: 0.17 / Max: 0.17

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral MixingAABC0.10940.21880.32820.43760.547SE +/- 0.001, N = 30.4860.4850.482
OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral MixingAABC246810Min: 0.49 / Avg: 0.49 / Max: 0.49

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateAABC0.23060.46120.69180.92241.153SE +/- 0.001, N = 31.0251.0211.012
OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of StateAABC246810Min: 1.02 / Avg: 1.03 / Max: 1.03

OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingAABC0.45650.9131.36951.8262.2825SE +/- 0.002, N = 32.0292.0212.024
OpenBenchmarking.orgSeconds, Fewer Is BetterPyHPC Benchmarks 3.0Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral MixingAABC246810Min: 2.03 / Avg: 2.03 / Max: 2.03

Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.

Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing

AA: Test failed to run.

B: Test failed to run.

C: Test failed to run.