xxx AMD Ryzen 7 4800U testing with a ASRock 4X4-4000 (P1.30Q BIOS) and AMD Renoir 512MB on Ubuntu 22.04 via the Phoronix Test Suite. a: Processor: AMD Ryzen 7 4800U @ 1.80GHz (8 Cores / 16 Threads), Motherboard: ASRock 4X4-4000 (P1.30Q BIOS), Chipset: AMD Renoir/Cezanne, Memory: 16GB, Disk: 512GB TS512GMTS952T-I, Graphics: AMD Renoir 512MB (1750/400MHz), Audio: AMD Renoir Radeon HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Realtek RTL8111/8168/8411 + Intel 8265 / 8275 OS: Ubuntu 22.04, Kernel: 5.19.0-rc6-phx-retbleed (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.47), Vulkan: 1.3.204, Compiler: GCC 11.3.0, File-System: ext4, Screen Resolution: 3840x2160 b: Processor: AMD Ryzen 7 4800U @ 1.80GHz (8 Cores / 16 Threads), Motherboard: ASRock 4X4-4000 (P1.30Q BIOS), Chipset: AMD Renoir/Cezanne, Memory: 16GB, Disk: 512GB TS512GMTS952T-I, Graphics: AMD Renoir 512MB (1750/400MHz), Audio: AMD Renoir Radeon HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Realtek RTL8111/8168/8411 + Intel 8265 / 8275 OS: Ubuntu 22.04, Kernel: 5.19.0-rc6-phx-retbleed (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.47), Vulkan: 1.3.204, Compiler: GCC 11.3.0, File-System: ext4, Screen Resolution: 3840x2160 c: Processor: AMD Ryzen 7 4800U @ 1.80GHz (8 Cores / 16 Threads), Motherboard: ASRock 4X4-4000 (P1.30Q BIOS), Chipset: AMD Renoir/Cezanne, Memory: 16GB, Disk: 512GB TS512GMTS952T-I, Graphics: AMD Renoir 512MB (1750/400MHz), Audio: AMD Renoir Radeon HD Audio, Monitor: DELL P2415Q, Network: Realtek RTL8125 2.5GbE + Realtek RTL8111/8168/8411 + Intel 8265 / 8275 OS: Ubuntu 22.04, Kernel: 5.19.0-rc6-phx-retbleed (x86_64), Desktop: GNOME Shell 42.2, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.47), Vulkan: 1.3.204, Compiler: GCC 11.3.0, File-System: ext4, Screen Resolution: 3840x2160 Unvanquished 0.54 Resolution: 1920 x 1200 - Effects Quality: High Frames Per Second > Higher Is Better a . 128.3 |==================================================================== b . 124.6 |================================================================== c . 122.0 |================================================================= Unvanquished 0.54 Resolution: 2560 x 1440 - Effects Quality: High Frames Per Second > Higher Is Better a . 111.1 |============================================================= b . 123.0 |==================================================================== c . 117.7 |================================================================= Unvanquished 0.54 Resolution: 1920 x 1080 - Effects Quality: High Frames Per Second > Higher Is Better a . 121.4 |================================================================ b . 121.5 |================================================================ c . 129.2 |==================================================================== ET: Legacy 2.81 Resolution: 3840 x 2160 Frames Per Second > Higher Is Better a . 24.1 |===================================================================== b . 24.1 |===================================================================== c . 24.0 |===================================================================== ET: Legacy 2.81 Resolution: 2560 x 1440 Frames Per Second > Higher Is Better a . 51.1 |===================================================================== b . 51.1 |===================================================================== c . 51.0 |===================================================================== Unvanquished 0.54 Resolution: 3840 x 2160 - Effects Quality: High Frames Per Second > Higher Is Better a . 76.9 |===================================================================== b . 77.2 |===================================================================== c . 77.1 |===================================================================== Unvanquished 0.54 Resolution: 1920 x 1080 - Effects Quality: Ultra Frames Per Second > Higher Is Better a . 126.3 |================================================================== b . 130.5 |==================================================================== c . 117.9 |============================================================= Stress-NG 0.15.06 Test: Hash Bogo Ops/s > Higher Is Better a . 1282063.45 |============================================================== b . 1291321.25 |=============================================================== c . 1295644.83 |=============================================================== Unvanquished 0.54 Resolution: 3840 x 2160 - Effects Quality: Medium Frames Per Second > Higher Is Better a . 102.6 |==================================================================== b . 102.9 |==================================================================== c . 101.5 |=================================================================== Unvanquished 0.54 Resolution: 1920 x 1200 - Effects Quality: Medium Frames Per Second > Higher Is Better a . 134.5 |==================================================================== b . 122.5 |============================================================== c . 125.0 |=============================================================== Unvanquished 0.54 Resolution: 2560 x 1440 - Effects Quality: Medium Frames Per Second > Higher Is Better a . 135.4 |==================================================================== b . 124.9 |=============================================================== c . 127.7 |================================================================ Unvanquished 0.54 Resolution: 1920 x 1080 - Effects Quality: Medium Frames Per Second > Higher Is Better a . 125.8 |================================================================ b . 128.2 |================================================================= c . 134.6 |==================================================================== Unvanquished 0.54 Resolution: 3840 x 2160 - Effects Quality: Ultra Frames Per Second > Higher Is Better a . 56 |======================================================================= b . 56 |======================================================================= c . 56 |======================================================================= Unvanquished 0.54 Resolution: 2560 x 1440 - Effects Quality: Ultra Frames Per Second > Higher Is Better a . 102.3 |=================================================================== b . 103.8 |==================================================================== c . 104.1 |==================================================================== Unvanquished 0.54 Resolution: 1920 x 1200 - Effects Quality: Ultra Frames Per Second > Higher Is Better a . 122.7 |================================================================== b . 125.6 |==================================================================== c . 124.0 |=================================================================== Stress-NG 0.15.06 Test: MMAP Bogo Ops/s > Higher Is Better a . 77.94 |================================================================= b . 79.32 |================================================================== c . 81.80 |==================================================================== Stress-NG 0.15.06 Test: NUMA Bogo Ops/s > Higher Is Better a . 83.12 |==================================================================== b . 82.95 |==================================================================== c . 81.50 |=================================================================== Stress-NG 0.15.06 Test: Poll Bogo Ops/s > Higher Is Better a . 716367.14 |================================================================ b . 717815.02 |================================================================ c . 718351.74 |================================================================ Stress-NG 0.15.06 Test: Futex Bogo Ops/s > Higher Is Better a . 1100582.94 |============================================================= b . 1142516.98 |=============================================================== c . 973706.15 |====================================================== Stress-NG 0.15.06 Test: MEMFD Bogo Ops/s > Higher Is Better a . 80.49 |==================================================================== b . 80.22 |==================================================================== c . 80.13 |==================================================================== Stress-NG 0.15.06 Test: Mutex Bogo Ops/s > Higher Is Better a . 1492575.83 |=========================================================== b . 1588164.10 |=============================================================== c . 1496001.04 |=========================================================== SPECFEM3D 4.0 Model: Homogeneous Halfspace Seconds < Lower Is Better a . 185.87 |=================================================================== b . 185.60 |=================================================================== c . 186.14 |=================================================================== Stress-NG 0.15.06 Test: Zlib Bogo Ops/s > Higher Is Better a . 821.38 |=================================================================== b . 813.96 |================================================================== c . 822.09 |=================================================================== SPECFEM3D 4.0 Model: Layered Halfspace Seconds < Lower Is Better a . 385.27 |=================================================================== b . 375.08 |================================================================= c . 385.62 |=================================================================== SPECFEM3D 4.0 Model: Tomographic Model Seconds < Lower Is Better a . 145.23 |=================================================================== b . 141.78 |================================================================= c . 144.39 |=================================================================== VKMark 2022-05-16 Resolution: 3840 x 2160 - Present Mode: Mailbox VKMark Score > Higher Is Better a . 963 |====================================================================== b . 966 |====================================================================== c . 964 |====================================================================== SPECFEM3D 4.0 Model: Mount St. Helens Seconds < Lower Is Better a . 142.71 |=================================================================== b . 138.76 |================================================================= c . 141.58 |================================================================== VKMark 2022-05-16 Resolution: 2560 x 1440 - Present Mode: Mailbox VKMark Score > Higher Is Better a . 2079 |===================================================================== b . 2076 |===================================================================== c . 2079 |===================================================================== VKMark 2022-05-16 Resolution: 1920 x 1200 - Present Mode: Mailbox VKMark Score > Higher Is Better a . 2992 |===================================================================== b . 2991 |===================================================================== c . 2990 |===================================================================== VKMark 2022-05-16 Resolution: 1920 x 1080 - Present Mode: Mailbox VKMark Score > Higher Is Better a . 3303 |===================================================================== b . 3307 |===================================================================== c . 3305 |===================================================================== Stress-NG 0.15.06 Test: Atomic Bogo Ops/s > Higher Is Better a . 362.01 |=================================================================== b . 362.23 |=================================================================== c . 361.60 |=================================================================== Stress-NG 0.15.06 Test: Crypto Bogo Ops/s > Higher Is Better a . 14948.77 |================================================================= b . 14950.67 |================================================================= c . 14940.99 |================================================================= Stress-NG 0.15.06 Test: Malloc Bogo Ops/s > Higher Is Better a . 2272808.59 |============================================================== b . 2292688.08 |=============================================================== c . 2276508.92 |=============================================================== SPECFEM3D 4.0 Model: Water-layered Halfspace Seconds < Lower Is Better a . 396.32 |=================================================================== b . 392.70 |================================================================== c . 391.90 |================================================================== Stress-NG 0.15.06 Test: Forking Bogo Ops/s > Higher Is Better a . 22355.40 |================================================================= b . 22500.84 |================================================================= c . 22099.98 |================================================================ Stress-NG 0.15.06 Test: Pthread Bogo Ops/s > Higher Is Better a . 53212.60 |================================================================= b . 53363.06 |================================================================= c . 53256.33 |================================================================= Stress-NG 0.15.06 Test: IO_uring Bogo Ops/s > Higher Is Better a . 3459.99 |================================================================== b . 3437.03 |================================================================== c . 3389.48 |================================================================= Stress-NG 0.15.06 Test: SENDFILE Bogo Ops/s > Higher Is Better a . 101012.72 |=============================================================== b . 102308.03 |================================================================ c . 100681.55 |=============================================================== Stress-NG 0.15.06 Test: CPU Cache Bogo Ops/s > Higher Is Better a . 1470099.43 |=============================================================== b . 1464336.60 |=============================================================== c . 1447328.51 |============================================================== Stress-NG 0.15.06 Test: CPU Stress Bogo Ops/s > Higher Is Better a . 15809.72 |================================================================= b . 15559.03 |================================================================ c . 14996.46 |============================================================== Stress-NG 0.15.06 Test: Semaphores Bogo Ops/s > Higher Is Better a . 1192170.95 |=============================================================== b . 1191313.14 |=============================================================== c . 1188731.03 |=============================================================== Stress-NG 0.15.06 Test: Matrix Math Bogo Ops/s > Higher Is Better a . 30306.01 |================================================================= b . 30516.70 |================================================================= c . 30317.55 |================================================================= Stress-NG 0.15.06 Test: Vector Math Bogo Ops/s > Higher Is Better a . 44087.60 |================================================================= b . 44337.16 |================================================================= c . 44016.44 |================================================================= Stress-NG 0.15.06 Test: Function Call Bogo Ops/s > Higher Is Better a . 47335.06 |================================================================= b . 47570.55 |================================================================= c . 47361.56 |================================================================= Stress-NG 0.15.06 Test: x86_64 RdRand Stress-NG 0.15.06 Test: Memory Copying Bogo Ops/s > Higher Is Better a . 425.08 |=================================================================== b . 425.66 |=================================================================== c . 425.46 |=================================================================== Stress-NG 0.15.06 Test: Socket Activity Bogo Ops/s > Higher Is Better a . 2449.71 |================================================================== b . 2460.10 |================================================================== c . 2444.32 |================================================================== Stress-NG 0.15.06 Test: Context Switching Bogo Ops/s > Higher Is Better a . 1802720.25 |============================================================= b . 1852229.49 |=============================================================== c . 1827948.74 |============================================================== Stress-NG 0.15.06 Test: Glibc C String Functions Bogo Ops/s > Higher Is Better a . 3978310.21 |================================================== b . 4922569.80 |============================================================== c . 4964813.20 |=============================================================== Stress-NG 0.15.06 Test: Glibc Qsort Data Sorting Bogo Ops/s > Higher Is Better a . 157.27 |================================================================== b . 158.80 |================================================================== c . 160.30 |=================================================================== Stress-NG 0.15.06 Test: System V Message Passing Bogo Ops/s > Higher Is Better a . 8050235.23 |============================================================== b . 8112306.19 |=============================================================== c . 8147140.73 |=============================================================== Geekbench 6 Test: GPU Vulkan Score > Higher Is Better Geekbench 6 Test: CPU Multi Core Score > Higher Is Better Geekbench 6 Test: CPU Single Core Score > Higher Is Better OpenEMS 0.0.35-86 Test: pyEMS Coupler MCells/s > Higher Is Better a . 10.56 |==================================================================== b . 10.58 |==================================================================== c . 10.56 |==================================================================== OpenEMS 0.0.35-86 Test: openEMS MSL_NotchFilter MCells/s > Higher Is Better a . 24.45 |==================================================================== b . 24.55 |==================================================================== c . 24.58 |==================================================================== Google Draco 1.5.6 Model: Lion ms < Lower Is Better a . 6092 |===================================================================== b . 6055 |===================================================================== c . 6093 |===================================================================== Google Draco 1.5.6 Model: Church Facade ms < Lower Is Better a . 9137 |===================================================================== b . 9058 |==================================================================== c . 9054 |==================================================================== GLmark2 2023.01 Resolution: 1920 x 1080 Score > Higher Is Better a . 2293 |===================================================================== b . 2295 |===================================================================== c . 2290 |===================================================================== GLmark2 2023.01 Resolution: 1920 x 1200 Score > Higher Is Better a . 2033 |===================================================================== b . 2029 |===================================================================== c . 2033 |===================================================================== GLmark2 2023.01 Resolution: 2560 x 1440 Score > Higher Is Better a . 1474 |===================================================================== b . 1474 |===================================================================== c . 1465 |===================================================================== GLmark2 2023.01 Resolution: 3840 x 2160 Score > Higher Is Better a . 683 |====================================================================== b . 686 |====================================================================== c . 687 |====================================================================== Darmstadt Automotive Parallel Heterogeneous Suite 2021.11.02 Backend: OpenMP - Kernel: NDT Mapping Test Cases Per Minute > Higher Is Better a . 407.01 |=================================================================== b . 407.68 |=================================================================== c . 406.91 |=================================================================== Darmstadt Automotive Parallel Heterogeneous Suite 2021.11.02 Backend: OpenMP - Kernel: Points2Image Test Cases Per Minute > Higher Is Better a . 19262.50 |================================================================= b . 19175.52 |================================================================= c . 18681.06 |=============================================================== Darmstadt Automotive Parallel Heterogeneous Suite 2021.11.02 Backend: OpenMP - Kernel: Euclidean Cluster Test Cases Per Minute > Higher Is Better a . 907.74 |================================================================= b . 924.80 |=================================================================== c . 929.86 |=================================================================== TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: AlexNet images/sec > Higher Is Better a . 24.06 |==================================================================== b . 24.01 |==================================================================== c . 24.04 |==================================================================== TensorFlow 2.12 Device: CPU - Batch Size: 32 - Model: AlexNet images/sec > Higher Is Better a . 30.82 |==================================================================== b . 30.67 |==================================================================== c . 30.74 |==================================================================== TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: GoogLeNet images/sec > Higher Is Better a . 13.26 |==================================================================== b . 13.33 |==================================================================== c . 13.34 |==================================================================== TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: ResNet-50 images/sec > Higher Is Better a . 4.45 |===================================================================== b . 4.41 |==================================================================== c . 4.44 |===================================================================== TensorFlow 2.12 Device: CPU - Batch Size: 32 - Model: GoogLeNet images/sec > Higher Is Better a . 13.31 |==================================================================== b . 13.28 |==================================================================== c . 13.37 |==================================================================== TensorFlow 2.12 Device: CPU - Batch Size: 32 - Model: ResNet-50 images/sec > Higher Is Better a . 4.42 |===================================================================== b . 4.42 |===================================================================== c . 4.43 |===================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 3.7321 |=================================================================== b . 3.6884 |================================================================== c . 3.6984 |================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 1062.53 |================================================================= b . 1072.12 |================================================================== c . 1075.40 |================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream items/sec > Higher Is Better a . 3.8420 |=================================================================== b . 3.8647 |=================================================================== c . 3.8159 |================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better a . 260.27 |=================================================================== b . 258.74 |================================================================== c . 262.05 |=================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 39.42 |================================================================== b . 40.42 |==================================================================== c . 39.56 |=================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 101.43 |=================================================================== b . 98.95 |================================================================= c . 101.09 |=================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Stream items/sec > Higher Is Better a . 28.57 |=================================================================== b . 28.79 |==================================================================== c . 28.19 |=================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better a . 34.99 |=================================================================== b . 34.72 |=================================================================== c . 35.46 |==================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 10.1196 |================================================================== b . 10.1025 |================================================================== c . 9.9402 |================================================================= Neural Magic DeepSparse 1.3.2 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 394.25 |================================================================== b . 394.78 |================================================================== c . 401.89 |=================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream items/sec > Higher Is Better a . 10.0206 |================================================================== b . 9.9612 |================================================================== c . 9.8741 |================================================================= Neural Magic DeepSparse 1.3.2 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better a . 99.78 |================================================================== b . 100.38 |================================================================== c . 101.26 |=================================================================== Neural Magic DeepSparse 1.3.2 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 23.14 |=================================================================== b . 23.28 |=================================================================== c . 23.50 |==================================================================== Neural Magic DeepSparse 1.3.2 Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 172.79 |=================================================================== b . 171.76 |=================================================================== c . 170.18 |================================================================== Neural Magic DeepSparse 1.3.2 Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Stream items/sec > Higher Is Better a . 21.63 |==================================================================== b . 21.65 |==================================================================== c . 21.79 |==================================================================== Neural Magic DeepSparse 1.3.2 Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better a . 46.21 |==================================================================== b . 46.17 |==================================================================== c . 45.88 |==================================================================== Neural Magic DeepSparse 1.3.2 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 51.26 |=================================================================== b . 51.47 |==================================================================== c . 51.67 |==================================================================== Neural Magic DeepSparse 1.3.2 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 78.01 |==================================================================== b . 77.69 |==================================================================== c . 77.39 |=================================================================== Neural Magic DeepSparse 1.3.2 Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream items/sec > Higher Is Better a . 43.85 |=================================================================== b . 43.86 |=================================================================== c . 44.27 |==================================================================== Neural Magic DeepSparse 1.3.2 Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better a . 22.79 |==================================================================== b . 22.78 |==================================================================== c . 22.58 |=================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 35.05 |=================================================================== b . 35.20 |=================================================================== c . 35.47 |==================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 114.11 |=================================================================== b . 113.61 |=================================================================== c . 112.75 |================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream items/sec > Higher Is Better a . 30.25 |=================================================================== b . 30.43 |==================================================================== c . 30.65 |==================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better a . 33.04 |==================================================================== b . 32.85 |==================================================================== c . 32.61 |=================================================================== Neural Magic DeepSparse 1.3.2 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 4.9920 |================================================================== b . 4.9949 |================================================================== c . 5.0710 |=================================================================== Neural Magic DeepSparse 1.3.2 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 801.11 |=================================================================== b . 800.66 |=================================================================== c . 788.41 |================================================================== Neural Magic DeepSparse 1.3.2 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream items/sec > Higher Is Better a . 4.6335 |=================================================================== b . 4.6410 |=================================================================== c . 4.6474 |=================================================================== Neural Magic DeepSparse 1.3.2 Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better a . 215.79 |=================================================================== b . 215.44 |=================================================================== c . 215.15 |=================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 18.01 |==================================================================== b . 17.95 |==================================================================== c . 18.03 |==================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 222.06 |=================================================================== b . 222.77 |=================================================================== c . 221.83 |=================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream items/sec > Higher Is Better a . 15.28 |==================================================================== b . 15.26 |==================================================================== c . 15.27 |==================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better a . 65.45 |==================================================================== b . 65.52 |==================================================================== c . 65.50 |==================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better a . 4.0036 |================================================================== b . 4.0715 |=================================================================== c . 3.5702 |=========================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better a . 990.57 |========================================================== b . 980.15 |========================================================== c . 1117.62 |================================================================== Neural Magic DeepSparse 1.3.2 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream items/sec > Higher Is Better a . 4.0087 |=================================================================== b . 3.9035 |================================================================= c . 3.5844 |============================================================ Neural Magic DeepSparse 1.3.2 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better a . 249.45 |============================================================ b . 256.17 |============================================================== c . 278.97 |=================================================================== OpenCV 4.7 Test: Core ms < Lower Is Better a . 107961 |=================================================================== b . 107494 |=================================================================== c . 106567 |================================================================== OpenCV 4.7 Test: Video ms < Lower Is Better a . 88073 |=================================================================== b . 89777 |==================================================================== c . 81503 |============================================================== OpenCV 4.7 Test: Graph API ms < Lower Is Better a . 389191 |================================================================== b . 375635 |================================================================ c . 392377 |=================================================================== OpenCV 4.7 Test: Stitching ms < Lower Is Better a . 238362 |=================================================================== b . 229774 |================================================================= c . 232830 |================================================================= OpenCV 4.7 Test: Features 2D ms < Lower Is Better a . 87770 |================================================================== b . 88176 |=================================================================== c . 89942 |==================================================================== OpenCV 4.7 Test: Image Processing ms < Lower Is Better a . 220873 |=================================================================== b . 214394 |================================================================= c . 217095 |================================================================== OpenCV 4.7 Test: Object Detection ms < Lower Is Better a . 95745 |==================================================================== b . 96126 |==================================================================== c . 86978 |============================================================== OpenCV 4.7 Test: DNN - Deep Neural Network ms < Lower Is Better a . 75602 |============================================================ b . 78511 |=============================================================== c . 84993 |==================================================================== GROMACS 2023 Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better a . 0.427 |==================================================================== b . 0.429 |==================================================================== c . 0.428 |==================================================================== Timed FFmpeg Compilation 6.0 Time To Compile Seconds < Lower Is Better a . 103.20 |=================================================================== b . 102.31 |================================================================== c . 103.59 |=================================================================== ET: Legacy 2.81 Resolution: 1920 x 1200 Frames Per Second > Higher Is Better a . 77.2 |===================================================================== b . 77.1 |===================================================================== c . 77.1 |===================================================================== John The Ripper 2023.03.14 Test: bcrypt Real C/S > Higher Is Better a . 9903 |=================================================================== b . 10014 |==================================================================== c . 9993 |==================================================================== John The Ripper 2023.03.14 Test: WPA PSK Real C/S > Higher Is Better a . 20524 |=================================================================== b . 20780 |==================================================================== c . 20753 |==================================================================== John The Ripper 2023.03.14 Test: Blowfish Real C/S > Higher Is Better a . 10025 |=================================================================== b . 10142 |==================================================================== c . 10142 |==================================================================== John The Ripper 2023.03.14 Test: HMAC-SHA512 Real C/S > Higher Is Better a . 22995000 |================================================================ b . 23312000 |================================================================= c . 23166000 |================================================================= John The Ripper 2023.03.14 Test: MD5 Real C/S > Higher Is Better a . 645734 |=================================================================== b . 650496 |=================================================================== c . 647270 |=================================================================== Timed LLVM Compilation 16.0 Build System: Ninja Seconds < Lower Is Better a . 1616.90 |================================================================== b . 1616.49 |================================================================== c . 1627.06 |================================================================== Timed LLVM Compilation 16.0 Build System: Unix Makefiles Seconds < Lower Is Better a . 1633.94 |================================================================= b . 1646.50 |================================================================= c . 1663.98 |================================================================== Zstd Compression 1.5.4 Compression Level: 3 - Compression Speed MB/s > Higher Is Better a . 330.0 |================================================================== b . 338.3 |==================================================================== c . 327.1 |================================================================== Zstd Compression 1.5.4 Compression Level: 3 - Decompression Speed MB/s > Higher Is Better a . 1329.6 |=================================================================== b . 1322.5 |=================================================================== c . 1320.2 |=================================================================== Zstd Compression 1.5.4 Compression Level: 8 - Compression Speed MB/s > Higher Is Better a . 82.1 |===================================================================== b . 82.1 |===================================================================== c . 82.0 |===================================================================== Zstd Compression 1.5.4 Compression Level: 8 - Decompression Speed MB/s > Higher Is Better a . 1400.4 |=================================================================== b . 1403.7 |=================================================================== c . 1392.5 |================================================================== Zstd Compression 1.5.4 Compression Level: 12 - Compression Speed MB/s > Higher Is Better a . 35.1 |===================================================================== b . 35.3 |===================================================================== c . 35.3 |===================================================================== Zstd Compression 1.5.4 Compression Level: 12 - Decompression Speed MB/s > Higher Is Better a . 1258.1 |================================================================== b . 1258.9 |================================================================== c . 1280.2 |=================================================================== Zstd Compression 1.5.4 Compression Level: 19 - Compression Speed MB/s > Higher Is Better a . 8.75 |===================================================================== b . 8.80 |===================================================================== c . 8.81 |===================================================================== Zstd Compression 1.5.4 Compression Level: 19 - Decompression Speed MB/s > Higher Is Better a . 932.4 |==================================================================== b . 900.5 |================================================================== c . 917.3 |=================================================================== Zstd Compression 1.5.4 Compression Level: 3, Long Mode - Compression Speed MB/s > Higher Is Better a . 302.2 |=================================================================== b . 305.3 |==================================================================== c . 298.1 |================================================================== Zstd Compression 1.5.4 Compression Level: 3, Long Mode - Decompression Speed MB/s > Higher Is Better a . 1308.9 |================================================================= b . 1356.1 |=================================================================== c . 1341.6 |================================================================== Zstd Compression 1.5.4 Compression Level: 8, Long Mode - Compression Speed MB/s > Higher Is Better a . 79.6 |===================================================================== b . 80.1 |===================================================================== c . 79.6 |===================================================================== Zstd Compression 1.5.4 Compression Level: 8, Long Mode - Decompression Speed MB/s > Higher Is Better a . 1393.0 |================================================================== b . 1403.7 |=================================================================== c . 1394.6 |=================================================================== Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better a . 5.16 |==================================================================== b . 5.21 |==================================================================== c . 5.25 |===================================================================== Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better a . 955.4 |================================================================== b . 962.8 |================================================================== c . 988.4 |==================================================================== Kvazaar 2.2 Video Input: Bosphorus 4K - Video Preset: Slow Frames Per Second > Higher Is Better a . 4.98 |==================================================================== b . 5.05 |===================================================================== c . 5.02 |===================================================================== Kvazaar 2.2 Video Input: Bosphorus 4K - Video Preset: Medium Frames Per Second > Higher Is Better a . 5.14 |==================================================================== b . 5.19 |===================================================================== c . 5.17 |===================================================================== Kvazaar 2.2 Video Input: Bosphorus 1080p - Video Preset: Slow Frames Per Second > Higher Is Better a . 24.03 |==================================================================== b . 24.15 |==================================================================== c . 23.96 |=================================================================== Kvazaar 2.2 Video Input: Bosphorus 1080p - Video Preset: Medium Frames Per Second > Higher Is Better a . 24.86 |=================================================================== b . 24.95 |=================================================================== c . 25.30 |==================================================================== Kvazaar 2.2 Video Input: Bosphorus 4K - Video Preset: Very Fast Frames Per Second > Higher Is Better a . 12.66 |=================================================================== b . 12.82 |==================================================================== c . 12.80 |==================================================================== Kvazaar 2.2 Video Input: Bosphorus 4K - Video Preset: Super Fast Frames Per Second > Higher Is Better a . 15.70 |=================================================================== b . 15.88 |==================================================================== c . 15.77 |==================================================================== Kvazaar 2.2 Video Input: Bosphorus 4K - Video Preset: Ultra Fast Frames Per Second > Higher Is Better a . 20.52 |==================================================================== b . 20.64 |==================================================================== c . 20.42 |=================================================================== Kvazaar 2.2 Video Input: Bosphorus 1080p - Video Preset: Very Fast Frames Per Second > Higher Is Better a . 46.64 |================================================================= b . 48.48 |==================================================================== c . 46.11 |================================================================= Kvazaar 2.2 Video Input: Bosphorus 1080p - Video Preset: Super Fast Frames Per Second > Higher Is Better a . 69.51 |==================================================================== b . 69.92 |==================================================================== c . 69.71 |==================================================================== Kvazaar 2.2 Video Input: Bosphorus 1080p - Video Preset: Ultra Fast Frames Per Second > Higher Is Better a . 88.92 |================================================================== b . 91.25 |==================================================================== c . 88.19 |================================================================== VP9 libvpx Encoding 1.13 Speed: Speed 0 - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 3.61 |===================================================================== b . 3.59 |===================================================================== c . 3.58 |==================================================================== VP9 libvpx Encoding 1.13 Speed: Speed 5 - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 6.02 |==================================================================== b . 6.07 |===================================================================== c . 6.09 |===================================================================== VP9 libvpx Encoding 1.13 Speed: Speed 0 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 7.05 |===================================================================== b . 7.06 |===================================================================== c . 7.10 |===================================================================== VP9 libvpx Encoding 1.13 Speed: Speed 5 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 12.82 |=================================================================== b . 13.02 |==================================================================== c . 13.01 |==================================================================== dav1d 1.1 Video Input: Chimera 1080p FPS > Higher Is Better a . 276.29 |================================================================= b . 285.30 |=================================================================== c . 285.58 |=================================================================== dav1d 1.1 Video Input: Summer Nature 4K FPS > Higher Is Better a . 79.75 |================================================================ b . 83.94 |=================================================================== c . 84.58 |==================================================================== dav1d 1.1 Video Input: Summer Nature 1080p FPS > Higher Is Better a . 386.17 |================================================================== b . 393.06 |=================================================================== c . 392.77 |=================================================================== dav1d 1.1 Video Input: Chimera 1080p 10-bit FPS > Higher Is Better a . 183.17 |================================================================ b . 190.95 |================================================================== c . 192.50 |=================================================================== SVT-AV1 1.4 Encoder Mode: Preset 4 - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 1.353 |=================================================================== b . 1.364 |==================================================================== c . 1.354 |==================================================================== SVT-AV1 1.4 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 16.35 |=================================================================== b . 16.51 |==================================================================== c . 16.39 |==================================================================== SVT-AV1 1.4 Encoder Mode: Preset 12 - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 32.93 |================================================================ b . 34.68 |==================================================================== c . 34.90 |==================================================================== SVT-AV1 1.4 Encoder Mode: Preset 13 - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 49.62 |=================================================================== b . 50.23 |==================================================================== c . 50.16 |==================================================================== SVT-AV1 1.4 Encoder Mode: Preset 4 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 4.566 |=================================================================== b . 4.626 |==================================================================== c . 4.577 |=================================================================== SVT-AV1 1.4 Encoder Mode: Preset 8 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 46.26 |==================================================================== b . 46.53 |==================================================================== c . 46.23 |==================================================================== SVT-AV1 1.4 Encoder Mode: Preset 12 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 172.08 |================================================================= b . 176.35 |=================================================================== c . 173.79 |================================================================== SVT-AV1 1.4 Encoder Mode: Preset 13 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 196.78 |================================================================== b . 200.31 |=================================================================== c . 197.38 |================================================================== FFmpeg 6.0 Encoder: libx264 - Scenario: Live Seconds < Lower Is Better a . 32.74 |==================================================================== b . 32.54 |==================================================================== c . 32.48 |=================================================================== FFmpeg 6.0 Encoder: libx264 - Scenario: Live FPS > Higher Is Better a . 154.25 |================================================================== b . 155.21 |=================================================================== c . 155.50 |=================================================================== FFmpeg 6.0 Encoder: libx265 - Scenario: Live Seconds < Lower Is Better a . 119.75 |=================================================================== b . 119.58 |=================================================================== c . 119.21 |=================================================================== FFmpeg 6.0 Encoder: libx265 - Scenario: Live FPS > Higher Is Better a . 42.17 |==================================================================== b . 42.23 |==================================================================== c . 42.36 |==================================================================== FFmpeg 6.0 Encoder: libx264 - Scenario: Upload Seconds < Lower Is Better a . 236.91 |=================================================================== b . 232.63 |================================================================== c . 235.74 |=================================================================== FFmpeg 6.0 Encoder: libx264 - Scenario: Upload FPS > Higher Is Better a . 10.66 |=================================================================== b . 10.85 |==================================================================== c . 10.71 |=================================================================== FFmpeg 6.0 Encoder: libx265 - Scenario: Upload Seconds < Lower Is Better a . 284.58 |=================================================================== b . 283.71 |=================================================================== c . 281.91 |================================================================== FFmpeg 6.0 Encoder: libx265 - Scenario: Upload FPS > Higher Is Better a . 8.87 |==================================================================== b . 8.90 |===================================================================== c . 8.96 |===================================================================== FFmpeg 6.0 Encoder: libx264 - Scenario: Platform Seconds < Lower Is Better a . 185.76 |================================================================== b . 187.19 |=================================================================== c . 186.19 |=================================================================== FFmpeg 6.0 Encoder: libx264 - Scenario: Platform FPS > Higher Is Better a . 40.78 |==================================================================== b . 40.47 |=================================================================== c . 40.68 |==================================================================== FFmpeg 6.0 Encoder: libx265 - Scenario: Platform Seconds < Lower Is Better a . 421.76 |=================================================================== b . 421.11 |=================================================================== c . 420.93 |=================================================================== FFmpeg 6.0 Encoder: libx265 - Scenario: Platform FPS > Higher Is Better a . 17.96 |==================================================================== b . 17.99 |==================================================================== c . 18.00 |==================================================================== FFmpeg 6.0 Encoder: libx264 - Scenario: Video On Demand Seconds < Lower Is Better a . 184.07 |=================================================================== b . 184.20 |=================================================================== c . 184.90 |=================================================================== FFmpeg 6.0 Encoder: libx264 - Scenario: Video On Demand FPS > Higher Is Better a . 41.15 |==================================================================== b . 41.12 |==================================================================== c . 40.97 |==================================================================== FFmpeg 6.0 Encoder: libx265 - Scenario: Video On Demand Seconds < Lower Is Better a . 420.41 |=================================================================== b . 420.77 |=================================================================== c . 421.25 |=================================================================== FFmpeg 6.0 Encoder: libx265 - Scenario: Video On Demand FPS > Higher Is Better a . 18.02 |==================================================================== b . 18.00 |==================================================================== c . 17.98 |==================================================================== uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Slow Frames Per Second > Higher Is Better a . 3.16 |==================================================================== b . 3.21 |===================================================================== c . 3.22 |===================================================================== uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Medium Frames Per Second > Higher Is Better a . 3.56 |==================================================================== b . 3.58 |===================================================================== c . 3.60 |===================================================================== uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Slow Frames Per Second > Higher Is Better a . 16.70 |=================================================================== b . 16.82 |==================================================================== c . 16.88 |==================================================================== uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Medium Frames Per Second > Higher Is Better a . 18.77 |=================================================================== b . 18.84 |=================================================================== c . 18.98 |==================================================================== uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Very Fast Frames Per Second > Higher Is Better a . 10.44 |=================================================================== b . 10.56 |==================================================================== c . 10.58 |==================================================================== uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Super Fast Frames Per Second > Higher Is Better a . 10.70 |==================================================================== b . 10.75 |==================================================================== c . 10.75 |==================================================================== uvg266 0.4.1 Video Input: Bosphorus 4K - Video Preset: Ultra Fast Frames Per Second > Higher Is Better a . 12.71 |=================================================================== b . 12.70 |=================================================================== c . 12.85 |==================================================================== uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Very Fast Frames Per Second > Higher Is Better a . 47.59 |==================================================================== b . 47.52 |==================================================================== c . 47.46 |==================================================================== uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Super Fast Frames Per Second > Higher Is Better a . 49.20 |=================================================================== b . 49.75 |==================================================================== c . 49.88 |==================================================================== uvg266 0.4.1 Video Input: Bosphorus 1080p - Video Preset: Ultra Fast Frames Per Second > Higher Is Better a . 58.93 |=================================================================== b . 59.48 |==================================================================== c . 59.78 |==================================================================== VVenC 1.8 Video Input: Bosphorus 4K - Video Preset: Fast Frames Per Second > Higher Is Better a . 2.060 |==================================================================== b . 2.055 |==================================================================== c . 2.060 |==================================================================== VVenC 1.8 Video Input: Bosphorus 4K - Video Preset: Faster Frames Per Second > Higher Is Better a . 3.435 |=================================================================== b . 3.470 |==================================================================== c . 3.475 |==================================================================== VVenC 1.8 Video Input: Bosphorus 1080p - Video Preset: Fast Frames Per Second > Higher Is Better a . 6.850 |=================================================================== b . 6.899 |==================================================================== c . 6.916 |==================================================================== VVenC 1.8 Video Input: Bosphorus 1080p - Video Preset: Faster Frames Per Second > Higher Is Better a . 12.67 |==================================================================== b . 12.76 |==================================================================== c . 12.72 |==================================================================== Timed Godot Game Engine Compilation 4.0 Time To Compile Seconds < Lower Is Better a . 812.08 |=================================================================== b . 812.12 |=================================================================== c . 810.98 |=================================================================== Embree 4.0.1 Binary: Pathtracer - Model: Crown Frames Per Second > Higher Is Better a . 6.8490 |=================================================================== b . 6.8067 |================================================================== c . 6.8653 |=================================================================== Embree 4.0.1 Binary: Pathtracer ISPC - Model: Crown Frames Per Second > Higher Is Better a . 6.3006 |=================================================================== b . 6.2288 |================================================================== c . 6.3030 |=================================================================== Embree 4.0.1 Binary: Pathtracer - Model: Asian Dragon Frames Per Second > Higher Is Better a . 7.9538 |================================================================= b . 8.0659 |================================================================== c . 8.1485 |=================================================================== Embree 4.0.1 Binary: Pathtracer - Model: Asian Dragon Obj Frames Per Second > Higher Is Better a . 7.3536 |=================================================================== b . 7.2765 |================================================================== c . 7.1848 |================================================================= Embree 4.0.1 Binary: Pathtracer ISPC - Model: Asian Dragon Frames Per Second > Higher Is Better a . 7.7321 |=================================================================== b . 7.7128 |=================================================================== c . 7.6890 |=================================================================== Embree 4.0.1 Binary: Pathtracer ISPC - Model: Asian Dragon Obj Frames Per Second > Higher Is Better a . 6.6493 |================================================================== b . 6.7487 |=================================================================== c . 6.6958 |================================================================== Build2 0.15 Time To Compile Seconds < Lower Is Better a . 308.54 |================================================================ b . 310.49 |================================================================= c . 322.30 |=================================================================== Timed Node.js Compilation 19.8.1 Time To Compile Seconds < Lower Is Better a . 1458.73 |================================================================== b . 1456.79 |================================================================== c . 1459.23 |================================================================== srsRAN Project 23.3 Test: Downlink Processor Benchmark Mbps > Higher Is Better a . 310.2 |==================================================================== b . 303.1 |================================================================== c . 305.1 |=================================================================== srsRAN Project 23.3 Test: PUSCH Processor Benchmark, Throughput Total Mbps > Higher Is Better a . 343.8 |=================================================================== b . 346.7 |==================================================================== c . 349.2 |==================================================================== srsRAN Project 23.3 Test: PUSCH Processor Benchmark, Throughput Thread Mbps > Higher Is Better a . 21.3 |==================================================================== b . 21.5 |===================================================================== c . 21.6 |===================================================================== nginx 1.23.2 Connections: 100 Requests Per Second > Higher Is Better a . 23177.61 |================================================================ b . 23271.05 |================================================================ c . 23614.11 |================================================================= nginx 1.23.2 Connections: 200 Requests Per Second > Higher Is Better a . 22246.59 |================================================================= b . 22255.49 |================================================================= c . 22083.36 |================================================================ nginx 1.23.2 Connections: 500 Requests Per Second > Higher Is Better a . 18184.12 |================================================================= b . 18285.17 |================================================================= c . 18270.72 |================================================================= nginx 1.23.2 Connections: 1000 Requests Per Second > Higher Is Better a . 15753.13 |================================================================= b . 15388.14 |=============================================================== c . 15584.10 |================================================================ Apache HTTP Server 2.4.56 Concurrent Requests: 100 Requests Per Second > Higher Is Better Apache HTTP Server 2.4.56 Concurrent Requests: 200 Requests Per Second > Higher Is Better Apache HTTP Server 2.4.56 Concurrent Requests: 500 Requests Per Second > Higher Is Better Apache HTTP Server 2.4.56 Concurrent Requests: 1000 Requests Per Second > Higher Is Better OpenSSL 3.1 Algorithm: ChaCha20-Poly1305 byte/s > Higher Is Better a . 16136179440 |============================================================= b . 16301828780 |============================================================== c . 16171616120 |============================================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time Seconds < Lower Is Better a . 6.55 |=================================================================== b . 6.76 |===================================================================== c . 6.73 |===================================================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Seconds < Lower Is Better a . 307.13 |=================================================================== b . 301.93 |================================================================== c . 305.53 |=================================================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe Seconds < Lower Is Better a . 15.47 |==================================================================== b . 15.20 |=================================================================== c . 15.19 |=================================================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Group By Test Time Seconds < Lower Is Better a . 6.69 |===================================================================== b . 6.63 |==================================================================== c . 6.56 |==================================================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Repartition Test Time Seconds < Lower Is Better a . 4.77 |================================================================== b . 4.77 |================================================================== c . 4.95 |===================================================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Inner Join Test Time Seconds < Lower Is Better a . 4.00 |===================================================================== b . 3.90 |=================================================================== c . 3.60 |============================================================== Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time Seconds < Lower Is Better a . 3.29 |===================================================================== b . 3.28 |===================================================================== c . 3.14 |================================================================== ClickHouse 22.12.3.5 100M Rows Hits Dataset, First Run / Cold Cache Queries Per Minute, Geo Mean > Higher Is Better a . 39.75 |=================================================================== b . 40.45 |==================================================================== c . 39.24 |================================================================== ClickHouse 22.12.3.5 100M Rows Hits Dataset, Second Run Queries Per Minute, Geo Mean > Higher Is Better a . 44.67 |================================================================= b . 46.82 |==================================================================== c . 46.12 |=================================================================== ClickHouse 22.12.3.5 100M Rows Hits Dataset, Third Run Queries Per Minute, Geo Mean > Higher Is Better a . 44.66 |=============================================================== b . 48.22 |==================================================================== c . 45.94 |================================================================= Memcached 1.6.19 Set To Get Ratio: 1:5 Ops/sec > Higher Is Better a . 1064870.04 |============================================================== b . 1073775.45 |=============================================================== c . 1075207.48 |=============================================================== Memcached 1.6.19 Set To Get Ratio: 1:10 Ops/sec > Higher Is Better a . 991526.27 |=============================================================== b . 999250.44 |================================================================ c . 999896.42 |================================================================ RocksDB 8.0 Test: Random Fill Op/s > Higher Is Better a . 549231 |=================================================================== b . 550396 |=================================================================== c . 528306 |================================================================ RocksDB 8.0 Test: Random Read Op/s > Higher Is Better a . 29320731 |================================================================= b . 28809044 |================================================================ c . 29462305 |================================================================= RocksDB 8.0 Test: Update Random Op/s > Higher Is Better a . 315627 |=================================================================== b . 311420 |================================================================== c . 316084 |=================================================================== RocksDB 8.0 Test: Sequential Fill Op/s > Higher Is Better a . 757819 |=================================================================== b . 753666 |=================================================================== c . 753654 |=================================================================== RocksDB 8.0 Test: Random Fill Sync Op/s > Higher Is Better a . 2630 |==================================================================== b . 2626 |==================================================================== c . 2650 |===================================================================== RocksDB 8.0 Test: Read While Writing Op/s > Higher Is Better a . 1059762 |================================================================= b . 1037314 |=============================================================== c . 1084132 |================================================================== RocksDB 8.0 Test: Read Random Write Random Op/s > Higher Is Better a . 826602 |=================================================================== b . 823209 |=================================================================== c . 822091 |=================================================================== ET: Legacy 2.81 Resolution: 1920 x 1080 Frames Per Second > Higher Is Better a . 83.0 |==================================================================== b . 84.2 |===================================================================== c . 84.5 |===================================================================== Memcached 1.6.19 Set To Get Ratio: 1:100 Ops/sec > Higher Is Better a . 922501.15 |=============================================================== b . 935431.39 |================================================================ c . 931632.09 |================================================================