New Kernels EPYC
2 x AMD EPYC 9684X 96-Core testing with a AMD Titanite_4G (RTI1007B BIOS) and ASPEED on Ubuntu 23.10 via the Phoronix Test Suite.


Linux 6.5: 

	Processor: 2 x AMD EPYC 9684X 96-Core @ 2.55GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1007B BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe

	OS: Ubuntu 23.10, Kernel: 6.5.0-060500-generic (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 800x600

Linux 6.6: 

	Processor: 2 x AMD EPYC 9684X 96-Core @ 2.55GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1007B BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe

	OS: Ubuntu 23.10, Kernel: 6.6.0-060600-generic (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 800x600

Linux 6.7: 

	Processor: 2 x AMD EPYC 9684X 96-Core @ 2.55GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1007B BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe

	OS: Ubuntu 23.10, Kernel: 6.7.0-060700-generic (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 800x600

Linux 6.8 26 Jan: 

	Processor: 2 x AMD EPYC 9684X 96-Core @ 2.55GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1007B BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 3201GB Micron_7450_MTFDKCB3T2TFS, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe

	OS: Ubuntu 23.10, Kernel: 6.8.0-060800rc1daily20240126-generic (x86_64), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 800x600


Stress-NG 0.16.04
Test: MEMFD
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 134.12 |========
Linux 6.6 ........ 834.74 |====================================================
Linux 6.7 ........ 840.58 |====================================================
Linux 6.8 26 Jan . 658.67 |=========================================


PyTorch 2.1
Device: CPU - Batch Size: 512 - Model: Efficientnet_v2_l
batches/sec > Higher Is Better
Linux 6.5 ........ 2.33 |======================================================
Linux 6.6 ........ 1.11 |==========================
Linux 6.7 ........ 1.18 |===========================
Linux 6.8 26 Jan . 1.26 |=============================


Stress-NG 0.16.04
Test: Socket Activity
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 112726.26 |============================================
Linux 6.6 ........ 124526.05 |=================================================
Linux 6.7 ........ 66923.30  |==========================
Linux 6.8 26 Jan . 66883.60  |==========================


Stress-NG 0.16.04
Test: Poll
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 13095189.44 |================================
Linux 6.6 ........ 13211019.31 |================================
Linux 6.7 ........ 19277506.61 |===============================================
Linux 6.8 26 Jan . 18907852.31 |==============================================


Stress-NG 0.16.04
Test: System V Message Passing
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 28034733.60 |==============================================
Linux 6.6 ........ 28183544.82 |===============================================
Linux 6.7 ........ 20162835.90 |=================================
Linux 6.8 26 Jan . 28486279.67 |===============================================


PyTorch 2.1
Device: CPU - Batch Size: 1 - Model: ResNet-152
batches/sec > Higher Is Better
Linux 6.5 ........ 10.57 |=====================================================
Linux 6.6 ........ 10.33 |====================================================
Linux 6.7 ........ 8.25  |=========================================
Linux 6.8 26 Jan . 8.31  |==========================================


PyTorch 2.1
Device: CPU - Batch Size: 1 - Model: ResNet-50
batches/sec > Higher Is Better
Linux 6.5 ........ 23.66 |=====================================================
Linux 6.6 ........ 23.47 |=====================================================
Linux 6.7 ........ 19.23 |===========================================
Linux 6.8 26 Jan . 19.26 |===========================================


PyTorch 2.1
Device: CPU - Batch Size: 512 - Model: ResNet-152
batches/sec > Higher Is Better
Linux 6.5 ........ 8.78 |======================================================
Linux 6.6 ........ 8.72 |======================================================
Linux 6.7 ........ 7.20 |============================================
Linux 6.8 26 Jan . 7.27 |=============================================


PyTorch 2.1
Device: CPU - Batch Size: 512 - Model: ResNet-50
batches/sec > Higher Is Better
Linux 6.5 ........ 21.08 |=====================================================
Linux 6.6 ........ 20.93 |=====================================================
Linux 6.7 ........ 17.61 |============================================
Linux 6.8 26 Jan . 17.43 |============================================


PyTorch 2.1
Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l
batches/sec > Higher Is Better
Linux 6.5 ........ 6.54 |======================================================
Linux 6.6 ........ 6.55 |======================================================
Linux 6.7 ........ 5.56 |==============================================
Linux 6.8 26 Jan . 5.50 |=============================================


Stress-NG 0.16.04
Test: Forking
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 36691.26 |=================================================
Linux 6.6 ........ 37276.20 |==================================================
Linux 6.7 ........ 36748.37 |=================================================
Linux 6.8 26 Jan . 33018.31 |============================================


Stress-NG 0.16.04
Test: MMAP
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 4551.91 |==================================================
Linux 6.6 ........ 4685.26 |===================================================
Linux 6.7 ........ 4627.00 |==================================================
Linux 6.8 26 Jan . 4270.84 |==============================================


Stress-NG 0.16.04
Test: Semaphores
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 301864524.10 |===========================================
Linux 6.6 ........ 294597947.60 |==========================================
Linux 6.7 ........ 316273290.00 |=============================================
Linux 6.8 26 Jan . 321848076.37 |==============================================


Stress-NG 0.16.04
Test: Mutex
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 46761181.37 |==============================================
Linux 6.6 ........ 44546973.96 |============================================
Linux 6.7 ........ 47405607.15 |==============================================
Linux 6.8 26 Jan . 48020269.46 |===============================================


Timed Linux Kernel Compilation 6.1
Build: allmodconfig
Seconds < Lower Is Better
Linux 6.5 ........ 168.09 |====================================================
Linux 6.6 ........ 165.56 |===================================================
Linux 6.7 ........ 161.38 |==================================================
Linux 6.8 26 Jan . 156.23 |================================================


RocksDB 8.0
Test: Update Random
Op/s > Higher Is Better
Linux 6.5 ........ 405246 |=================================================
Linux 6.6 ........ 411177 |=================================================
Linux 6.7 ........ 406964 |=================================================
Linux 6.8 26 Jan . 432923 |====================================================


Stress-NG 0.16.04
Test: Mixed Scheduler
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 127531.88 |===============================================
Linux 6.6 ........ 127334.72 |==============================================
Linux 6.7 ........ 133980.52 |=================================================
Linux 6.8 26 Jan . 134318.71 |=================================================


TensorFlow 2.12
Device: CPU - Batch Size: 1 - Model: ResNet-50
images/sec > Higher Is Better
Linux 6.5 ........ 2.04 |====================================================
Linux 6.6 ........ 2.12 |======================================================
Linux 6.7 ........ 2.08 |=====================================================
Linux 6.8 26 Jan . 2.01 |===================================================


Stress-NG 0.16.04
Test: Glibc C String Functions
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 207322045.97 |==============================================
Linux 6.6 ........ 204900453.75 |=============================================
Linux 6.7 ........ 201218048.98 |=============================================
Linux 6.8 26 Jan . 196585232.62 |============================================


Speedb 2.7
Test: Update Random
Op/s > Higher Is Better
Linux 6.5 ........ 311661 |=================================================
Linux 6.6 ........ 314786 |==================================================
Linux 6.7 ........ 314332 |==================================================
Linux 6.8 26 Jan . 328490 |====================================================


Stress-NG 0.16.04
Test: Pthread
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 58661.31 |===============================================
Linux 6.6 ........ 60556.77 |=================================================
Linux 6.7 ........ 61798.90 |==================================================
Linux 6.8 26 Jan . 60918.24 |=================================================


Timed Linux Kernel Compilation 6.1
Build: defconfig
Seconds < Lower Is Better
Linux 6.5 ........ 28.28 |=====================================================
Linux 6.6 ........ 27.60 |====================================================
Linux 6.7 ........ 27.09 |===================================================
Linux 6.8 26 Jan . 26.88 |==================================================


Stress-NG 0.16.04
Test: Malloc
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 339209442.28 |=============================================
Linux 6.6 ........ 329314591.50 |============================================
Linux 6.7 ........ 329981338.54 |============================================
Linux 6.8 26 Jan . 345731944.96 |==============================================


Stress-NG 0.16.04
Test: CPU Cache
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 855185.73 |=================================================
Linux 6.6 ........ 840635.00 |================================================
Linux 6.7 ........ 824396.72 |===============================================
Linux 6.8 26 Jan . 862417.29 |=================================================


Stress-NG 0.16.04
Test: Atomic
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 187.90 |====================================================
Linux 6.6 ........ 187.72 |====================================================
Linux 6.7 ........ 183.27 |===================================================
Linux 6.8 26 Jan . 182.38 |==================================================


Speedb 2.7
Test: Read Random Write Random
Op/s > Higher Is Better
Linux 6.5 ........ 1627225 |===================================================
Linux 6.6 ........ 1585086 |==================================================
Linux 6.7 ........ 1580931 |==================================================
Linux 6.8 26 Jan . 1594058 |==================================================


Timed Gem5 Compilation 23.0.1
Time To Compile
Seconds < Lower Is Better
Linux 6.5 ........ 157.44 |====================================================
Linux 6.6 ........ 153.72 |===================================================
Linux 6.7 ........ 153.21 |===================================================
Linux 6.8 26 Jan . 154.44 |===================================================


Timed Apache Compilation 2.4.41
Time To Compile
Seconds < Lower Is Better
Linux 6.5 ........ 20.44 |=====================================================
Linux 6.6 ........ 20.30 |=====================================================
Linux 6.7 ........ 19.97 |====================================================
Linux 6.8 26 Jan . 19.91 |====================================================


Stress-NG 0.16.04
Test: NUMA
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 691.43 |====================================================
Linux 6.6 ........ 679.34 |===================================================
Linux 6.7 ........ 686.37 |===================================================
Linux 6.8 26 Jan . 696.82 |====================================================


Y-Cruncher 0.8.3
Pi Digits To Calculate: 500M
Seconds < Lower Is Better
Linux 6.5 ........ 4.284 |====================================================
Linux 6.6 ........ 4.386 |=====================================================
Linux 6.7 ........ 4.354 |=====================================================
Linux 6.8 26 Jan . 4.363 |=====================================================


Speedb 2.7
Test: Random Read
Op/s > Higher Is Better
Linux 6.5 ........ 1119235930 |================================================
Linux 6.6 ........ 1128431155 |================================================
Linux 6.7 ........ 1117431090 |================================================
Linux 6.8 26 Jan . 1102902083 |===============================================


TensorFlow 2.12
Device: CPU - Batch Size: 512 - Model: ResNet-50
images/sec > Higher Is Better
Linux 6.5 ........ 142.76 |===================================================
Linux 6.6 ........ 143.21 |===================================================
Linux 6.7 ........ 144.07 |===================================================
Linux 6.8 26 Jan . 145.75 |====================================================


Timed Node.js Compilation 19.8.1
Time To Compile
Seconds < Lower Is Better
Linux 6.5 ........ 89.48 |=====================================================
Linux 6.6 ........ 87.68 |====================================================
Linux 6.7 ........ 88.12 |====================================================
Linux 6.8 26 Jan . 88.21 |====================================================


Stress-NG 0.16.04
Test: Matrix Math
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 943747.15 |=================================================
Linux 6.6 ........ 944251.03 |=================================================
Linux 6.7 ........ 928621.38 |================================================
Linux 6.8 26 Jan . 947292.95 |=================================================


Timed Godot Game Engine Compilation 4.0
Time To Compile
Seconds < Lower Is Better
Linux 6.5 ........ 86.83 |====================================================
Linux 6.6 ........ 88.34 |=====================================================
Linux 6.7 ........ 87.25 |====================================================
Linux 6.8 26 Jan . 87.51 |=====================================================


7-Zip Compression 22.01
Test: Compression Rating
MIPS > Higher Is Better
Linux 6.5 ........ 876040 |===================================================
Linux 6.6 ........ 874679 |===================================================
Linux 6.7 ........ 889667 |====================================================
Linux 6.8 26 Jan . 876753 |===================================================


Blender 4.0
Blend File: Barbershop - Compute: CPU-Only
Seconds < Lower Is Better
Linux 6.5 ........ 70.76 |=====================================================
Linux 6.6 ........ 70.62 |=====================================================
Linux 6.7 ........ 69.63 |====================================================
Linux 6.8 26 Jan . 70.11 |=====================================================


Stress-NG 0.16.04
Test: AVX-512 VNNI
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 19310087.82 |==============================================
Linux 6.6 ........ 19338319.36 |==============================================
Linux 6.7 ........ 19568145.68 |===============================================
Linux 6.8 26 Jan . 19514410.29 |===============================================


OpenVINO 2023.2.dev
Model: Machine Translation EN To DE FP16 - Device: CPU
ms < Lower Is Better
Linux 6.5 ........ 43.39 |=====================================================
Linux 6.6 ........ 43.53 |=====================================================
Linux 6.7 ........ 43.10 |====================================================
Linux 6.8 26 Jan . 42.96 |====================================================


OpenVINO 2023.2.dev
Model: Machine Translation EN To DE FP16 - Device: CPU
FPS > Higher Is Better
Linux 6.5 ........ 1104.56 |===================================================
Linux 6.6 ........ 1101.20 |==================================================
Linux 6.7 ........ 1111.86 |===================================================
Linux 6.8 26 Jan . 1115.48 |===================================================


OpenVINO 2023.2.dev
Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU
FPS > Higher Is Better
Linux 6.5 ........ 158019.60 |=================================================
Linux 6.6 ........ 156517.91 |=================================================
Linux 6.7 ........ 156137.76 |================================================
Linux 6.8 26 Jan . 156828.34 |=================================================


Llamafile 0.6
Test: mistral-7b-instruct-v0.2.Q8_0 - Acceleration: CPU
Tokens Per Second > Higher Is Better
Linux 6.5 ........ 13.53 |=====================================================
Linux 6.6 ........ 13.47 |====================================================
Linux 6.7 ........ 13.61 |=====================================================
Linux 6.8 26 Jan . 13.52 |=====================================================


Stress-NG 0.16.04
Test: Crypto
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 492021.86 |=================================================
Linux 6.6 ........ 488061.57 |=================================================
Linux 6.7 ........ 488178.36 |=================================================
Linux 6.8 26 Jan . 492474.65 |=================================================


RocksDB 8.0
Test: Read Random Write Random
Op/s > Higher Is Better
Linux 6.5 ........ 1594895 |===================================================
Linux 6.6 ........ 1589032 |===================================================
Linux 6.7 ........ 1585552 |===================================================
Linux 6.8 26 Jan . 1581099 |===================================================


Y-Cruncher 0.8.3
Pi Digits To Calculate: 1B
Seconds < Lower Is Better
Linux 6.5 ........ 8.556 |=====================================================
Linux 6.6 ........ 8.590 |=====================================================
Linux 6.7 ........ 8.606 |=====================================================
Linux 6.8 26 Jan . 8.625 |=====================================================


7-Zip Compression 22.01
Test: Decompression Rating
MIPS > Higher Is Better
Linux 6.5 ........ 1360807 |===================================================
Linux 6.6 ........ 1351742 |===================================================
Linux 6.7 ........ 1358817 |===================================================
Linux 6.8 26 Jan . 1355261 |===================================================


Blender 4.0
Blend File: BMW27 - Compute: CPU-Only
Seconds < Lower Is Better
Linux 6.5 ........ 7.98 |======================================================
Linux 6.6 ........ 7.99 |======================================================
Linux 6.7 ........ 8.02 |======================================================
Linux 6.8 26 Jan . 7.97 |======================================================


OpenVINO 2023.2.dev
Model: Weld Porosity Detection FP16-INT8 - Device: CPU
FPS > Higher Is Better
Linux 6.5 ........ 20939.79 |==================================================
Linux 6.6 ........ 20862.69 |==================================================
Linux 6.7 ........ 20905.08 |==================================================
Linux 6.8 26 Jan . 20824.03 |==================================================


OpenVINO 2023.2.dev
Model: Weld Porosity Detection FP16-INT8 - Device: CPU
ms < Lower Is Better
Linux 6.5 ........ 9.09 |======================================================
Linux 6.6 ........ 9.13 |======================================================
Linux 6.7 ........ 9.10 |======================================================
Linux 6.8 26 Jan . 9.14 |======================================================


Stress-NG 0.16.04
Test: Floating Point
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 66221.40 |==================================================
Linux 6.6 ........ 66160.14 |==================================================
Linux 6.7 ........ 66153.99 |==================================================
Linux 6.8 26 Jan . 65869.48 |==================================================


OpenVINO 2023.2.dev
Model: Person Detection FP16 - Device: CPU
FPS > Higher Is Better
Linux 6.5 ........ 1103.21 |===================================================
Linux 6.6 ........ 1105.14 |===================================================
Linux 6.7 ........ 1099.92 |===================================================
Linux 6.8 26 Jan . 1099.28 |===================================================


OpenVINO 2023.2.dev
Model: Person Detection FP16 - Device: CPU
ms < Lower Is Better
Linux 6.5 ........ 43.48 |=====================================================
Linux 6.6 ........ 43.40 |=====================================================
Linux 6.7 ........ 43.61 |=====================================================
Linux 6.8 26 Jan . 43.63 |=====================================================


LZ4 Compression 1.9.4
Compression Level: 3 - Compression Speed
MB/s > Higher Is Better
Linux 6.5 ........ 107.01 |====================================================
Linux 6.6 ........ 106.65 |====================================================
Linux 6.7 ........ 106.46 |====================================================
Linux 6.8 26 Jan . 106.51 |====================================================


Stress-NG 0.16.04
Test: CPU Stress
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 460475.32 |=================================================
Linux 6.6 ........ 460897.89 |=================================================
Linux 6.7 ........ 458555.64 |=================================================
Linux 6.8 26 Jan . 460093.34 |=================================================


RocksDB 8.0
Test: Random Read
Op/s > Higher Is Better
Linux 6.5 ........ 1103782203 |================================================
Linux 6.6 ........ 1103280876 |================================================
Linux 6.7 ........ 1101418931 |================================================
Linux 6.8 26 Jan . 1098560872 |================================================


Stress-NG 0.16.04
Test: Vector Math
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 1336243.88 |================================================
Linux 6.6 ........ 1332249.56 |================================================
Linux 6.7 ........ 1333950.70 |================================================
Linux 6.8 26 Jan . 1331024.12 |================================================


OpenVINO 2023.2.dev
Model: Face Detection Retail FP16-INT8 - Device: CPU
ms < Lower Is Better
Linux 6.5 ........ 5.31 |======================================================
Linux 6.6 ........ 5.30 |======================================================
Linux 6.7 ........ 5.31 |======================================================
Linux 6.8 26 Jan . 5.32 |======================================================


OpenVINO 2023.2.dev
Model: Road Segmentation ADAS FP16-INT8 - Device: CPU
ms < Lower Is Better
Linux 6.5 ........ 11.94 |=====================================================
Linux 6.6 ........ 11.93 |=====================================================
Linux 6.7 ........ 11.96 |=====================================================
Linux 6.8 26 Jan . 11.97 |=====================================================


Llamafile 0.6
Test: wizardcoder-python-34b-v1.0.Q6_K - Acceleration: CPU
Tokens Per Second > Higher Is Better
Linux 6.5 ........ 6.21 |======================================================
Linux 6.6 ........ 6.21 |======================================================
Linux 6.7 ........ 6.21 |======================================================
Linux 6.8 26 Jan . 6.23 |======================================================


Stress-NG 0.16.04
Test: AVL Tree
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 3637.57 |===================================================
Linux 6.6 ........ 3640.53 |===================================================
Linux 6.7 ........ 3649.23 |===================================================
Linux 6.8 26 Jan . 3643.25 |===================================================


OpenVINO 2023.2.dev
Model: Person Vehicle Bike Detection FP16 - Device: CPU
FPS > Higher Is Better
Linux 6.5 ........ 9656.03 |===================================================
Linux 6.6 ........ 9648.43 |===================================================
Linux 6.7 ........ 9678.99 |===================================================
Linux 6.8 26 Jan . 9658.44 |===================================================


OpenVINO 2023.2.dev
Model: Handwritten English Recognition FP16-INT8 - Device: CPU
ms < Lower Is Better
Linux 6.5 ........ 41.51 |=====================================================
Linux 6.6 ........ 41.50 |=====================================================
Linux 6.7 ........ 41.52 |=====================================================
Linux 6.8 26 Jan . 41.40 |=====================================================


Stress-NG 0.16.04
Test: x86_64 RdRand
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 72401267.36 |===============================================
Linux 6.6 ........ 72323675.39 |===============================================
Linux 6.7 ........ 72276580.38 |===============================================
Linux 6.8 26 Jan . 72193736.32 |===============================================


OpenVINO 2023.2.dev
Model: Handwritten English Recognition FP16-INT8 - Device: CPU
FPS > Higher Is Better
Linux 6.5 ........ 4622.46 |===================================================
Linux 6.6 ........ 4623.48 |===================================================
Linux 6.7 ........ 4620.79 |===================================================
Linux 6.8 26 Jan . 4633.97 |===================================================


OpenVINO 2023.2.dev
Model: Face Detection Retail FP16-INT8 - Device: CPU
FPS > Higher Is Better
Linux 6.5 ........ 36011.87 |==================================================
Linux 6.6 ........ 36016.99 |==================================================
Linux 6.7 ........ 35967.57 |==================================================
Linux 6.8 26 Jan . 35914.69 |==================================================


OpenVINO 2023.2.dev
Model: Road Segmentation ADAS FP16-INT8 - Device: CPU
FPS > Higher Is Better
Linux 6.5 ........ 4017.18 |===================================================
Linux 6.6 ........ 4017.92 |===================================================
Linux 6.7 ........ 4008.83 |===================================================
Linux 6.8 26 Jan . 4007.13 |===================================================


Stress-NG 0.16.04
Test: Function Call
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 158411.00 |=================================================
Linux 6.6 ........ 158205.83 |=================================================
Linux 6.7 ........ 158272.40 |=================================================
Linux 6.8 26 Jan . 158008.66 |=================================================


Stress-NG 0.16.04
Test: Memory Copying
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 60720.85 |==================================================
Linux 6.6 ........ 60735.60 |==================================================
Linux 6.7 ........ 60600.94 |==================================================
Linux 6.8 26 Jan . 60755.11 |==================================================


OpenVINO 2023.2.dev
Model: Vehicle Detection FP16-INT8 - Device: CPU
FPS > Higher Is Better
Linux 6.5 ........ 11840.17 |==================================================
Linux 6.6 ........ 11817.52 |==================================================
Linux 6.7 ........ 11846.98 |==================================================
Linux 6.8 26 Jan . 11826.99 |==================================================


OpenVINO 2023.2.dev
Model: Vehicle Detection FP16-INT8 - Device: CPU
ms < Lower Is Better
Linux 6.5 ........ 4.04 |======================================================
Linux 6.6 ........ 4.05 |======================================================
Linux 6.7 ........ 4.04 |======================================================
Linux 6.8 26 Jan . 4.05 |======================================================


Stress-NG 0.16.04
Test: Zlib
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 25361.45 |==================================================
Linux 6.6 ........ 25301.41 |==================================================
Linux 6.7 ........ 25311.81 |==================================================
Linux 6.8 26 Jan . 25320.45 |==================================================


LZ4 Compression 1.9.4
Compression Level: 9 - Compression Speed
MB/s > Higher Is Better
Linux 6.5 ........ 34.61 |=====================================================
Linux 6.6 ........ 34.65 |=====================================================
Linux 6.7 ........ 34.68 |=====================================================
Linux 6.8 26 Jan . 34.68 |=====================================================


OpenVINO 2023.2.dev
Model: Person Vehicle Bike Detection FP16 - Device: CPU
ms < Lower Is Better
Linux 6.5 ........ 4.96 |======================================================
Linux 6.6 ........ 4.96 |======================================================
Linux 6.7 ........ 4.95 |======================================================
Linux 6.8 26 Jan . 4.96 |======================================================


LZ4 Compression 1.9.4
Compression Level: 1 - Compression Speed
MB/s > Higher Is Better
Linux 6.5 ........ 695.36 |====================================================
Linux 6.6 ........ 694.66 |====================================================
Linux 6.7 ........ 694.14 |====================================================
Linux 6.8 26 Jan . 694.81 |====================================================


Stress-NG 0.16.04
Test: Vector Floating Point
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 456920.91 |=================================================
Linux 6.6 ........ 456150.17 |=================================================
Linux 6.7 ........ 456415.88 |=================================================
Linux 6.8 26 Jan . 456329.90 |=================================================


Stress-NG 0.16.04
Test: Wide Vector Math
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 5890325.79 |================================================
Linux 6.6 ........ 5893175.32 |================================================
Linux 6.7 ........ 5886158.59 |================================================
Linux 6.8 26 Jan . 5884184.30 |================================================


Stress-NG 0.16.04
Test: Hash
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 42891632.60 |===============================================
Linux 6.6 ........ 42841367.56 |===============================================
Linux 6.7 ........ 42856352.41 |===============================================
Linux 6.8 26 Jan . 42902072.99 |===============================================


OpenVINO 2023.2.dev
Model: Face Detection FP16-INT8 - Device: CPU
ms < Lower Is Better
Linux 6.5 ........ 233.31 |====================================================
Linux 6.6 ........ 233.41 |====================================================
Linux 6.7 ........ 233.10 |====================================================
Linux 6.8 26 Jan . 233.39 |====================================================


Stress-NG 0.16.04
Test: Glibc Qsort Data Sorting
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 4661.07 |===================================================
Linux 6.6 ........ 4658.15 |===================================================
Linux 6.7 ........ 4664.11 |===================================================
Linux 6.8 26 Jan . 4658.25 |===================================================


OpenVINO 2023.2.dev
Model: Face Detection FP16-INT8 - Device: CPU
FPS > Higher Is Better
Linux 6.5 ........ 205.46 |====================================================
Linux 6.6 ........ 205.21 |====================================================
Linux 6.7 ........ 205.45 |====================================================
Linux 6.8 26 Jan . 205.32 |====================================================


CacheBench
Test: Read / Modify / Write
MB/s > Higher Is Better
Linux 6.5 ........ 107547.07 |=================================================
Linux 6.6 ........ 107670.84 |=================================================
Linux 6.7 ........ 107675.92 |=================================================
Linux 6.8 26 Jan . 107666.91 |=================================================


LZ4 Compression 1.9.4
Compression Level: 9 - Decompression Speed
MB/s > Higher Is Better
Linux 6.5 ........ 4270.0 |====================================================
Linux 6.6 ........ 4266.4 |====================================================
Linux 6.7 ........ 4266.8 |====================================================
Linux 6.8 26 Jan . 4265.2 |====================================================


Stress-NG 0.16.04
Test: Vector Shuffle
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 138701.98 |=================================================
Linux 6.6 ........ 138846.02 |=================================================
Linux 6.7 ........ 138698.52 |=================================================
Linux 6.8 26 Jan . 138787.10 |=================================================


LZ4 Compression 1.9.4
Compression Level: 3 - Decompression Speed
MB/s > Higher Is Better
Linux 6.5 ........ 4072.8 |====================================================
Linux 6.6 ........ 4071.6 |====================================================
Linux 6.7 ........ 4074.1 |====================================================
Linux 6.8 26 Jan . 4073.6 |====================================================


LZ4 Compression 1.9.4
Compression Level: 1 - Decompression Speed
MB/s > Higher Is Better
Linux 6.5 ........ 4492.5 |====================================================
Linux 6.6 ........ 4491.4 |====================================================
Linux 6.7 ........ 4491.7 |====================================================
Linux 6.8 26 Jan . 4490.4 |====================================================


Stress-NG 0.16.04
Test: Fused Multiply-Add
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 441801423.41 |==============================================
Linux 6.6 ........ 441769520.27 |==============================================
Linux 6.7 ........ 441959661.17 |==============================================
Linux 6.8 26 Jan . 441825227.41 |==============================================


CacheBench
Test: Write
MB/s > Higher Is Better
Linux 6.5 ........ 56278.61 |==================================================
Linux 6.6 ........ 56272.87 |==================================================
Linux 6.7 ........ 56280.20 |==================================================
Linux 6.8 26 Jan . 56268.96 |==================================================


CacheBench
Test: Read
MB/s > Higher Is Better
Linux 6.5 ........ 9390.24 |===================================================
Linux 6.6 ........ 9389.42 |===================================================
Linux 6.7 ........ 9389.92 |===================================================
Linux 6.8 26 Jan . 9388.76 |===================================================


OpenVINO 2023.2.dev
Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU
ms < Lower Is Better
Linux 6.5 ........ 0.34 |======================================================
Linux 6.6 ........ 0.34 |======================================================
Linux 6.7 ........ 0.34 |======================================================
Linux 6.8 26 Jan . 0.34 |======================================================


Llamafile 0.6
Test: llava-v1.5-7b-q4 - Acceleration: CPU
Tokens Per Second > Higher Is Better
Linux 6.5 ........ 21.35 |=====================================================
Linux 6.6 ........ 21.37 |=====================================================
Linux 6.7 ........ 20.85 |====================================================
Linux 6.8 26 Jan . 20.81 |====================================================


Llama.cpp b1808
Model: llama-2-70b-chat.Q5_0.gguf
Tokens Per Second > Higher Is Better
Linux 6.5 ........ 5.36 |======================================================
Linux 6.6 ........ 3.57 |====================================
Linux 6.7 ........ 3.42 |==================================
Linux 6.8 26 Jan . 5.24 |=====================================================


Llama.cpp b1808
Model: llama-2-13b.Q4_0.gguf
Tokens Per Second > Higher Is Better
Linux 6.5 ........ 17.15 |=====================================================
Linux 6.6 ........ 17.17 |=====================================================
Linux 6.7 ........ 15.70 |================================================
Linux 6.8 26 Jan . 16.49 |===================================================


Llama.cpp b1808
Model: llama-2-7b.Q4_0.gguf
Tokens Per Second > Higher Is Better
Linux 6.5 ........ 21.13 |==================================================
Linux 6.6 ........ 22.27 |=====================================================
Linux 6.7 ........ 22.23 |====================================================
Linux 6.8 26 Jan . 22.45 |=====================================================


Speedb 2.7
Test: Read While Writing
Op/s > Higher Is Better
Linux 6.5 ........ 39636850 |==================================================
Linux 6.6 ........ 32574249 |=========================================
Linux 6.7 ........ 32475216 |=========================================
Linux 6.8 26 Jan . 33717802 |===========================================


RocksDB 8.0
Test: Read While Writing
Op/s > Higher Is Better
Linux 6.5 ........ 21198818 |==================================================
Linux 6.6 ........ 17014088 |========================================
Linux 6.7 ........ 16760946 |========================================
Linux 6.8 26 Jan . 15095355 |====================================


Stress-NG 0.16.04
Test: Context Switching
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 35325682.86 |=======================================
Linux 6.6 ........ 42558881.72 |===============================================
Linux 6.7 ........ 42973852.02 |===============================================
Linux 6.8 26 Jan . 41473670.27 |=============================================


Stress-NG 0.16.04
Test: Matrix 3D Math
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 21674.06 |==================================================
Linux 6.6 ........ 20769.77 |================================================
Linux 6.7 ........ 21261.98 |=================================================
Linux 6.8 26 Jan . 21058.81 |=================================================


Stress-NG 0.16.04
Test: SENDFILE
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 1475163.44 |=========================
Linux 6.6 ........ 2122557.99 |====================================
Linux 6.7 ........ 2503374.61 |==========================================
Linux 6.8 26 Jan . 2846032.14 |================================================


Stress-NG 0.16.04
Test: IO_uring
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 9895683.75  |==========================
Linux 6.6 ........ 12307832.19 |================================
Linux 6.7 ........ 18217916.69 |===============================================
Linux 6.8 26 Jan . 15943494.88 |=========================================


Stress-NG 0.16.04
Test: Cloning
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 11924.37 |==================================================
Linux 6.6 ........ 9532.62  |========================================
Linux 6.7 ........ 9747.48  |=========================================
Linux 6.8 26 Jan . 9729.15  |=========================================


Stress-NG 0.16.04
Test: Futex
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 2996767.15 |================================================
Linux 6.6 ........ 2243204.99 |====================================
Linux 6.7 ........ 2410851.80 |=======================================
Linux 6.8 26 Jan . 2337644.18 |=====================================


Stress-NG 0.16.04
Test: Pipe
Bogo Ops/s > Higher Is Better
Linux 6.5 ........ 71470186.96 |===============================================
Linux 6.6 ........ 61084286.26 |========================================
Linux 6.7 ........ 61641558.02 |=========================================
Linux 6.8 26 Jan . 66998085.99 |============================================


PostgreSQL 16
Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency
ms < Lower Is Better
Linux 6.5 ........ 18.45 |====================================================
Linux 6.6 ........ 18.75 |=====================================================
Linux 6.7 ........ 17.35 |=================================================
Linux 6.8 26 Jan . 17.82 |==================================================


PostgreSQL 16
Scaling Factor: 100 - Clients: 1000 - Mode: Read Write
TPS > Higher Is Better
Linux 6.5 ........ 54210 |==================================================
Linux 6.6 ........ 53339 |=================================================
Linux 6.7 ........ 57875 |=====================================================
Linux 6.8 26 Jan . 56119 |===================================================


PostgreSQL 16
Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency
ms < Lower Is Better
Linux 6.5 ........ 0.276 |====================================================
Linux 6.6 ........ 0.268 |===================================================
Linux 6.7 ........ 0.280 |=====================================================
Linux 6.8 26 Jan . 0.268 |===================================================


PostgreSQL 16
Scaling Factor: 100 - Clients: 1000 - Mode: Read Only
TPS > Higher Is Better
Linux 6.5 ........ 3624464 |==================================================
Linux 6.6 ........ 3729700 |===================================================
Linux 6.7 ........ 3588755 |=================================================
Linux 6.8 26 Jan . 3731648 |===================================================