TensorFlow Lite Kernel Regression

AMD EPYC 7702 64-Core testing with a ASRockRack EPYCD8 (P2.10 BIOS) and ASPEED on Ubuntu 20.04 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 2009103-FI-TENSORFLO07
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Date
Run
  Test
  Duration
v5.5
September 09 2020
  10 Minutes
v5.4
September 09 2020
  34 Minutes
8c39f71ee2019e77ee14f88b1321b2348db51820
September 09 2020
  10 Minutes
3b397c7ccafe0624018cb09fc96729f8f6165573
September 09 2020
  22 Minutes
89d57dddd7d319ded00415790a0bb3c954b7e386
September 09 2020
  10 Minutes
9e7a03233e02afd3ee061e373355f34d7254f1e6
September 10 2020
  10 Minutes
df28204bb0f29cc475c0a8893c99b46a11a4903f
September 10 2020
  32 Minutes
0e3149f86b99ddabde8c5029eea0a9267e34f1a0
September 10 2020
  22 Minutes
1ae78780eda54023a0fb49ee743dbba39da148e0
September 10 2020
  10 Minutes
77a05940eee7e9891cd6add7a690a3e762ee21b0
September 10 2020
  10 Minutes
b21feab0b865c36b24d7a60b55a10c7033b03159
September 10 2020
  10 Minutes
74c578759f15cb5a0d0107759bdad671d7b52ab9
September 10 2020
  10 Minutes
2ab4092fc82d6001fdd9d51dbba27d04dec967e0
September 10 2020
  10 Minutes
a34983470301018324f0110791da452fee1318c2
September 10 2020
  11 Minutes
0b0695f2b34a4afa3f6e9aa1ff0e5336d8dad912
September 10 2020
  22 Minutes
fcf0553db6f4c79387864f6e4ab4a891601f395e
September 10 2020
  10 Minutes
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  15 Minutes

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v5.5

Processor: AMD EPYC 7702 64-Core @ 2.00GHz (64 Cores / 128 Threads), Motherboard: ASRockRack EPYCD8 (P2.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP + 32GB Flash Disk, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel I350

OS: Ubuntu 20.04, Kernel: 5.5.0-pts (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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 + tsx_async_abort: Not affected

v5.4

8c39f71ee2019e77ee14f88b1321b2348db51820

3b397c7ccafe0624018cb09fc96729f8f6165573

89d57dddd7d319ded00415790a0bb3c954b7e386

9e7a03233e02afd3ee061e373355f34d7254f1e6

df28204bb0f29cc475c0a8893c99b46a11a4903f

OS: Ubuntu 20.04, Kernel: 5.4.0-pts (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

0e3149f86b99ddabde8c5029eea0a9267e34f1a0

OS: Ubuntu 20.04, Kernel: 5.4.0-rc7-pts (x86_64) 20200910, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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

1ae78780eda54023a0fb49ee743dbba39da148e0

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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 + tsx_async_abort: Not affected

77a05940eee7e9891cd6add7a690a3e762ee21b0

OS: Ubuntu 20.04, Kernel: 5.4.0-pts (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

b21feab0b865c36b24d7a60b55a10c7033b03159

OS: Ubuntu 20.04, Kernel: 5.4.0-rc8-pts (x86_64) 20200910, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

74c578759f15cb5a0d0107759bdad671d7b52ab9

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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

2ab4092fc82d6001fdd9d51dbba27d04dec967e0

a34983470301018324f0110791da452fee1318c2

0b0695f2b34a4afa3f6e9aa1ff0e5336d8dad912

fcf0553db6f4c79387864f6e4ab4a891601f395e

OS: Ubuntu 20.04, Kernel: 5.4.0-rc1-pts (x86_64) 20200910, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

TensorFlow Lite Kernel RegressionOpenBenchmarking.orgPhoronix Test SuiteAMD EPYC 7702 64-Core @ 2.00GHz (64 Cores / 128 Threads)ASRockRack EPYCD8 (P2.10 BIOS)AMD Starship/Matisse126GB3841GB Micron_9300_MTFDHAL3T8TDP + 32GB Flash DiskASPEEDAMD Starship/Matisse2 x Intel I350Ubuntu 20.045.5.0-pts (x86_64)5.4.0-pts (x86_64)5.4.0-rc7-pts (x86_64) 202009105.4.0-rc8-pts (x86_64) 202009105.4.0-rc1-pts (x86_64) 20200910GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.8GCC 9.3.0ext41024x768ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelsDesktopDisplay ServerDisplay DriverCompilerFile-SystemScreen ResolutionTensorFlow Lite Kernel Regression BenchmarksSystem Logs- Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c- v5.5: 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 + tsx_async_abort: Not affected - v5.4: 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 + tsx_async_abort: Not affected - 8c39f71ee2019e77ee14f88b1321b2348db51820: 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 + tsx_async_abort: Not affected - 3b397c7ccafe0624018cb09fc96729f8f6165573: 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 + tsx_async_abort: Not affected - 89d57dddd7d319ded00415790a0bb3c954b7e386: 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 + tsx_async_abort: Not affected - 9e7a03233e02afd3ee061e373355f34d7254f1e6: 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 + tsx_async_abort: Not affected - df28204bb0f29cc475c0a8893c99b46a11a4903f: 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 + tsx_async_abort: Not affected - 0e3149f86b99ddabde8c5029eea0a9267e34f1a0: 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 - 1ae78780eda54023a0fb49ee743dbba39da148e0: 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 + tsx_async_abort: Not affected - 77a05940eee7e9891cd6add7a690a3e762ee21b0: 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 + tsx_async_abort: Not affected - b21feab0b865c36b24d7a60b55a10c7033b03159: 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 + tsx_async_abort: Not affected - 74c578759f15cb5a0d0107759bdad671d7b52ab9: 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 - 2ab4092fc82d6001fdd9d51dbba27d04dec967e0: 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 - a34983470301018324f0110791da452fee1318c2: 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 - 0b0695f2b34a4afa3f6e9aa1ff0e5336d8dad912: 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 - fcf0553db6f4c79387864f6e4ab4a891601f395e: 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

v5.5v5.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 OverviewPhoronix Test Suite100%106%112%118%TensorFlow LiteTensorFlow LiteTensorFlow LiteI.R.VInception V4Mobilenet Quant

TensorFlow Lite

This is a benchmark of the TensorFlow Lite implementation. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4v5.5v5.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 +/- 5786.28, N = 3SE +/- 10230.46, N = 15SE +/- 2076.06, N = 3SE +/- 8756.66, N = 15SE +/- 3153.29, N = 3SE +/- 1129.67, N = 3SE +/- 6623.24, N = 13SE +/- 7882.56, N = 3SE +/- 3016.30, N = 3SE +/- 10918.27, N = 3SE +/- 2281.23, N = 3SE +/- 1203.18, N = 3SE +/- 1426.28, N = 3SE +/- 13759.34, N = 3SE +/- 7633.77, N = 3SE +/- 917.91, N = 399550485164710004368344131005157993248824254841356996837992760987460988541976861868227968533954546
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception V4v5.5v5.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: 985699 / Avg: 995504 / Max: 1005730Min: 792130 / Avg: 851646.67 / Max: 943251Min: 996959 / Avg: 1000436.33 / Max: 1004140Min: 790862 / Avg: 834412.67 / Max: 885077Min: 1001830 / Avg: 1005156.67 / Max: 1011460Min: 990999 / Avg: 993247.67 / Max: 994562Min: 794813 / Avg: 824253.85 / Max: 888744Min: 828427 / Avg: 841356 / Max: 855633Min: 990845 / Avg: 996836.67 / Max: 1000440Min: 972153 / Avg: 992759.67 / Max: 1009320Min: 982898 / Avg: 987460.33 / Max: 989770Min: 986504 / Avg: 988541.33 / Max: 990669Min: 975065 / Avg: 976860.67 / Max: 979678Min: 840928 / Avg: 868227.33 / Max: 884880Min: 953674 / Avg: 968533.33 / Max: 979000Min: 953363 / Avg: 954545.67 / Max: 956353

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Quantv5.5v5.48c39f71ee2019e77ee14f88b1321b2348db518203b397c7ccafe0624018cb09fc96729f8f616557389d57dddd7d319ded00415790a0bb3c954b7e3869e7a03233e02afd3ee061e373355f34d7254f1e6df28204bb0f29cc475c0a8893c99b46a11a4903f0e3149f86b99ddabde8c5029eea0a9267e34f1a01ae78780eda54023a0fb49ee743dbba39da148e077a05940eee7e9891cd6add7a690a3e762ee21b0b21feab0b865c36b24d7a60b55a10c7033b0315974c578759f15cb5a0d0107759bdad671d7b52ab92ab4092fc82d6001fdd9d51dbba27d04dec967e0a34983470301018324f0110791da452fee1318c20b0695f2b34a4afa3f6e9aa1ff0e5336d8dad912fcf0553db6f4c79387864f6e4ab4a891601f395e9K18K27K36K45KSE +/- 88.14, N = 3SE +/- 436.64, N = 15SE +/- 109.54, N = 3SE +/- 601.92, N = 3SE +/- 131.82, N = 3SE +/- 282.29, N = 3SE +/- 362.35, N = 15SE +/- 389.69, N = 15SE +/- 51.34, N = 3SE +/- 139.06, N = 3SE +/- 73.64, N = 3SE +/- 64.53, N = 3SE +/- 116.94, N = 3SE +/- 550.88, N = 3SE +/- 136.90, N = 3SE +/- 40.06, N = 343291.539820.543055.139191.743430.743193.140402.140473.743319.543311.543226.643170.742829.139813.843036.643282.4
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Mobilenet Quantv5.5v5.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: 43156.8 / Avg: 43291.47 / Max: 43457.3Min: 36856.9 / Avg: 39820.55 / Max: 42325.8Min: 42888.7 / Avg: 43055.1 / Max: 43261.7Min: 38100.4 / Avg: 39191.67 / Max: 40177.5Min: 43173.4 / Avg: 43430.7 / Max: 43609.1Min: 42696.5 / Avg: 43193.07 / Max: 43674Min: 38584.4 / Avg: 40402.07 / Max: 42767Min: 38086.1 / Avg: 40473.7 / Max: 42556.6Min: 43229.2 / Avg: 43319.47 / Max: 43407Min: 43130.6 / Avg: 43311.5 / Max: 43584.9Min: 43089.3 / Avg: 43226.6 / Max: 43341.4Min: 43049.7 / Avg: 43170.67 / Max: 43270.1Min: 42674.1 / Avg: 42829.13 / Max: 43058.3Min: 38724.3 / Avg: 39813.83 / Max: 40500.3Min: 42784.9 / Avg: 43036.57 / Max: 43255.8Min: 43238.5 / Avg: 43282.4 / Max: 43362.4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2v5.5v5.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 +/- 7137.69, N = 3SE +/- 4913.76, N = 3SE +/- 7425.32, N = 3SE +/- 2546.21, N = 3SE +/- 3550.66, N = 3SE +/- 1311.25, N = 3SE +/- 4037.36, N = 3SE +/- 10502.35, N = 3SE +/- 3051.65, N = 3SE +/- 1416.31, N = 3SE +/- 873.96, N = 3SE +/- 1369.49, N = 3SE +/- 2377.85, N = 3SE +/- 10351.22, N = 4SE +/- 8431.87, N = 15SE +/- 2645.52, N = 3876332717903879214713821884039889744751998720559880358877868880385878511786402755804804861859121
OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2020-08-23Model: Inception ResNet V2v5.5v5.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: 862313 / Avg: 876332 / Max: 885674Min: 711311 / Avg: 717902.67 / Max: 727511Min: 867475 / Avg: 879214.33 / Max: 892961Min: 709152 / Avg: 713821.33 / Max: 717916Min: 877401 / Avg: 884039 / Max: 889543Min: 887327 / Avg: 889743.67 / Max: 891834Min: 743924 / Avg: 751998.33 / Max: 756104Min: 704844 / Avg: 720558.67 / Max: 740486Min: 876154 / Avg: 880358.33 / Max: 886292Min: 875429 / Avg: 877868.33 / Max: 880335Min: 878674 / Avg: 880385 / Max: 881550Min: 876406 / Avg: 878510.67 / Max: 881081Min: 783249 / Avg: 786402.33 / Max: 791062Min: 729641 / Avg: 755803.75 / Max: 772893Min: 736157 / Avg: 804860.87 / Max: 859984Min: 853830 / Avg: 859121 / Max: 861785

v5.5

Processor: AMD EPYC 7702 64-Core @ 2.00GHz (64 Cores / 128 Threads), Motherboard: ASRockRack EPYCD8 (P2.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP + 32GB Flash Disk, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel I350

OS: Ubuntu 20.04, Kernel: 5.5.0-pts (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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 + tsx_async_abort: Not affected

Testing initiated at 9 September 2020 17:11 by user phoronix.

v5.4

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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 + tsx_async_abort: Not affected

Testing initiated at 9 September 2020 18:16 by user phoronix.

8c39f71ee2019e77ee14f88b1321b2348db51820

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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 + tsx_async_abort: Not affected

Testing initiated at 9 September 2020 19:58 by user phoronix.

3b397c7ccafe0624018cb09fc96729f8f6165573

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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 + tsx_async_abort: Not affected

Testing initiated at 9 September 2020 20:35 by user phoronix.

89d57dddd7d319ded00415790a0bb3c954b7e386

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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 + tsx_async_abort: Not affected

Testing initiated at 9 September 2020 21:18 by user phoronix.

9e7a03233e02afd3ee061e373355f34d7254f1e6

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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 + tsx_async_abort: Not affected

Testing initiated at 10 September 2020 06:10 by user phoronix.

df28204bb0f29cc475c0a8893c99b46a11a4903f

Processor: AMD EPYC 7702 64-Core @ 2.00GHz (64 Cores / 128 Threads), Motherboard: ASRockRack EPYCD8 (P2.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP + 32GB Flash Disk, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel I350

OS: Ubuntu 20.04, Kernel: 5.4.0-pts (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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 + tsx_async_abort: Not affected

Testing initiated at 10 September 2020 06:36 by user phoronix.

0e3149f86b99ddabde8c5029eea0a9267e34f1a0

Processor: AMD EPYC 7702 64-Core @ 2.00GHz (64 Cores / 128 Threads), Motherboard: ASRockRack EPYCD8 (P2.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP + 32GB Flash Disk, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel I350

OS: Ubuntu 20.04, Kernel: 5.4.0-rc7-pts (x86_64) 20200910, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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

Testing initiated at 10 September 2020 08:20 by user phoronix.

1ae78780eda54023a0fb49ee743dbba39da148e0

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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 + tsx_async_abort: Not affected

Testing initiated at 10 September 2020 09:35 by user phoronix.

77a05940eee7e9891cd6add7a690a3e762ee21b0

Processor: AMD EPYC 7702 64-Core @ 2.00GHz (64 Cores / 128 Threads), Motherboard: ASRockRack EPYCD8 (P2.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP + 32GB Flash Disk, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel I350

OS: Ubuntu 20.04, Kernel: 5.4.0-pts (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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 + tsx_async_abort: Not affected

Testing initiated at 10 September 2020 09:58 by user phoronix.

b21feab0b865c36b24d7a60b55a10c7033b03159

Processor: AMD EPYC 7702 64-Core @ 2.00GHz (64 Cores / 128 Threads), Motherboard: ASRockRack EPYCD8 (P2.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP + 32GB Flash Disk, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel I350

OS: Ubuntu 20.04, Kernel: 5.4.0-rc8-pts (x86_64) 20200910, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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 + tsx_async_abort: Not affected

Testing initiated at 10 September 2020 10:25 by user phoronix.

74c578759f15cb5a0d0107759bdad671d7b52ab9

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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

Testing initiated at 10 September 2020 10:56 by user phoronix.

2ab4092fc82d6001fdd9d51dbba27d04dec967e0

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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

Testing initiated at 10 September 2020 11:22 by user phoronix.

a34983470301018324f0110791da452fee1318c2

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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

Testing initiated at 10 September 2020 11:52 by user phoronix.

0b0695f2b34a4afa3f6e9aa1ff0e5336d8dad912

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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

Testing initiated at 10 September 2020 12:56 by user phoronix.

fcf0553db6f4c79387864f6e4ab4a891601f395e

Processor: AMD EPYC 7702 64-Core @ 2.00GHz (64 Cores / 128 Threads), Motherboard: ASRockRack EPYCD8 (P2.10 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP + 32GB Flash Disk, Graphics: ASPEED, Audio: AMD Starship/Matisse, Network: 2 x Intel I350

OS: Ubuntu 20.04, Kernel: 5.4.0-rc1-pts (x86_64) 20200910, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1024x768

Processor Notes: Scaling Governor: acpi-cpufreq ondemand - CPU Microcode: 0x830101c
Security Notes: 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

Testing initiated at 10 September 2020 13:37 by user phoronix.