pre zenbleed fix
AMD Ryzen 7 3800X 8-Core testing with a ASUS TUF GAMING X570-PLUS (WI-FI) (3603 BIOS) and ASUS NVIDIA GeForce RTX 3090 24GB on Ubuntu 23.04 via the Phoronix Test Suite.


pre zenbleed fix has been applied: 

	Processor: AMD Ryzen 7 3800X 8-Core @ 3.90GHz (8 Cores / 16 Threads), Motherboard: ASUS TUF GAMING X570-PLUS (WI-FI) (3603 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: Samsung SSD 970 EVO Plus 500GB + 2 x 18000GB Western Digital WUH721818AL + 18000GB WUH721818ALE6L4 + 4001GB Samsung SSD 860, Graphics: ASUS NVIDIA GeForce RTX 3090 24GB, Audio: Realtek ALCS1200A, Monitor: DELL 2407WFP, Network: Realtek RTL8111/8168/8411

	OS: Ubuntu 23.04, Kernel: 6.2.4-060204-generic (x86_64), Desktop: KDE Plasma 5.27.4, Display Server: X Server 1.21.1.7, Display Driver: NVIDIA 525.125.06, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.0.151, Compiler: GCC 12.3.0, File-System: ext4, Screen Resolution: 1200x1920

post zenbleed fix: 

	Processor: AMD Ryzen 7 3800X 8-Core @ 3.90GHz (8 Cores / 16 Threads), Motherboard: ASUS TUF GAMING X570-PLUS (WI-FI) (3603 BIOS), Chipset: AMD Starship/Matisse, Memory: 32GB, Disk: Samsung SSD 970 EVO Plus 500GB + 2 x 18000GB Western Digital WUH721818AL + 18000GB WUH721818ALE6L4 + 4001GB Samsung SSD 860, Graphics: ASUS NVIDIA GeForce RTX 3090 24GB, Audio: Realtek ALCS1200A, Monitor: DELL 2407WFP, Network: Realtek RTL8111/8168/8411

	OS: Ubuntu 23.04, Kernel: 6.2.4-060204-generic (x86_64), Desktop: KDE Plasma 5.27.4, Display Server: X Server 1.21.1.7, Display Driver: NVIDIA 525.125.06, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 12.0.151, Compiler: GCC 12.3.0, File-System: ext4, Screen Resolution: 1200x1920


RAMspeed SMP 3.5.0
Type: Add - Benchmark: Integer
MB/s > Higher Is Better
pre zenbleed fix has been applied . 30393.77 |=================================
post zenbleed fix ................. 30331.13 |=================================


RAMspeed SMP 3.5.0
Type: Copy - Benchmark: Integer
MB/s > Higher Is Better
pre zenbleed fix has been applied . 26639.30 |=================================
post zenbleed fix ................. 26635.49 |=================================


RAMspeed SMP 3.5.0
Type: Scale - Benchmark: Integer
MB/s > Higher Is Better
pre zenbleed fix has been applied . 26646.99 |=================================
post zenbleed fix ................. 26674.85 |=================================


RAMspeed SMP 3.5.0
Type: Average - Benchmark: Integer
MB/s > Higher Is Better
pre zenbleed fix has been applied . 28381.78 |=================================
post zenbleed fix ................. 28446.81 |=================================


RAMspeed SMP 3.5.0
Type: Add - Benchmark: Floating Point
MB/s > Higher Is Better
pre zenbleed fix has been applied . 30135.06 |=================================
post zenbleed fix ................. 30212.56 |=================================


RAMspeed SMP 3.5.0
Type: Copy - Benchmark: Floating Point
MB/s > Higher Is Better
pre zenbleed fix has been applied . 26599.49 |=================================
post zenbleed fix ................. 26626.91 |=================================


RAMspeed SMP 3.5.0
Type: Scale - Benchmark: Floating Point
MB/s > Higher Is Better
pre zenbleed fix has been applied . 26622.60 |=================================
post zenbleed fix ................. 26658.80 |=================================


RAMspeed SMP 3.5.0
Type: Average - Benchmark: Floating Point
MB/s > Higher Is Better
pre zenbleed fix has been applied . 28372.96 |=================================
post zenbleed fix ................. 28422.17 |=================================


Stream 2013-01-17
Type: Copy
MB/s > Higher Is Better
pre zenbleed fix has been applied . 38453.4 |==================================
post zenbleed fix ................. 38883.9 |==================================


Stream 2013-01-17
Type: Scale
MB/s > Higher Is Better
pre zenbleed fix has been applied . 24692.5 |==================================
post zenbleed fix ................. 24711.3 |==================================


Stream 2013-01-17
Type: Triad
MB/s > Higher Is Better
pre zenbleed fix has been applied . 27138.5 |==================================
post zenbleed fix ................. 27178.5 |==================================


Stream 2013-01-17
Type: Add
MB/s > Higher Is Better
pre zenbleed fix has been applied . 27113.1 |==================================
post zenbleed fix ................. 27168.1 |==================================


Glibc Benchmarks 2.37
Benchmark: cos
ns < Lower Is Better
pre zenbleed fix has been applied . 72.33 |==================================
post zenbleed fix ................. 77.63 |====================================


Glibc Benchmarks 2.37
Benchmark: sin
ns < Lower Is Better
pre zenbleed fix has been applied . 62.23 |=================================
post zenbleed fix ................. 67.53 |====================================


Glibc Benchmarks 2.37
Benchmark: sqrt
ns < Lower Is Better
pre zenbleed fix has been applied . 7.84855 |=================================
post zenbleed fix ................. 8.00681 |==================================


Glibc Benchmarks 2.37
Benchmark: pthread_once
ns < Lower Is Better
pre zenbleed fix has been applied . 6.07748 |==================================
post zenbleed fix ................. 6.06816 |==================================


NAS Parallel Benchmarks 3.4
Test / Class: EP.C
Total Mop/s > Higher Is Better
pre zenbleed fix has been applied . 768.50 |===================================
post zenbleed fix ................. 769.18 |===================================


NAS Parallel Benchmarks 3.4
Test / Class: LU.C
Total Mop/s > Higher Is Better
pre zenbleed fix has been applied . 28580.67 |=================================
post zenbleed fix ................. 28483.07 |=================================


Rodinia 3.1
Test: OpenMP LavaMD
Seconds < Lower Is Better
pre zenbleed fix has been applied . 244.30 |===============================
post zenbleed fix ................. 274.75 |===================================


CP2K Molecular Dynamics 2023.1
Fayalite-FIST Data
Seconds < Lower Is Better


NAMD 2.14
ATPase Simulation - 327,506 Atoms
days/ns < Lower Is Better
pre zenbleed fix has been applied . 2.14589 |=================================
post zenbleed fix ................. 2.18316 |==================================


DaCapo Benchmark 9.12-MR1
Java Test: Jython
msec < Lower Is Better
pre zenbleed fix has been applied . 3824 |=====================================
post zenbleed fix ................. 3832 |=====================================


DaCapo Benchmark 9.12-MR1
Java Test: Tradebeans
msec < Lower Is Better


Renaissance 0.14
Test: Scala Dotty
ms < Lower Is Better
pre zenbleed fix has been applied . 702.3 |================================
post zenbleed fix ................. 786.4 |====================================


Renaissance 0.14
Test: Savina Reactors.IO
ms < Lower Is Better
pre zenbleed fix has been applied . 5779.9 |===================================
post zenbleed fix ................. 5720.7 |===================================


Renaissance 0.14
Test: Apache Spark PageRank
ms < Lower Is Better
pre zenbleed fix has been applied . 2750.0 |===================================
post zenbleed fix ................. 2640.2 |==================================


Zstd Compression 1.5.4
Compression Level: 3 - Compression Speed
MB/s > Higher Is Better
pre zenbleed fix has been applied . 1896.8 |===================================
post zenbleed fix ................. 1897.9 |===================================


Zstd Compression 1.5.4
Compression Level: 8 - Compression Speed
MB/s > Higher Is Better
pre zenbleed fix has been applied . 376.6 |====================================
post zenbleed fix ................. 374.5 |====================================


Zstd Compression 1.5.4
Compression Level: 8 - Decompression Speed
MB/s > Higher Is Better
pre zenbleed fix has been applied . 1524.1 |===================================
post zenbleed fix ................. 1522.6 |===================================


Zstd Compression 1.5.4
Compression Level: 12 - Compression Speed
MB/s > Higher Is Better
pre zenbleed fix has been applied . 127.8 |====================================
post zenbleed fix ................. 128.3 |====================================


Zstd Compression 1.5.4
Compression Level: 12 - Decompression Speed
MB/s > Higher Is Better
pre zenbleed fix has been applied . 1562.5 |===================================
post zenbleed fix ................. 1565.9 |===================================


Zstd Compression 1.5.4
Compression Level: 19 - Compression Speed
MB/s > Higher Is Better
pre zenbleed fix has been applied . 14.1 |=====================================
post zenbleed fix ................. 14.1 |=====================================


Zstd Compression 1.5.4
Compression Level: 19 - Decompression Speed
MB/s > Higher Is Better
pre zenbleed fix has been applied . 1363.8 |===================================
post zenbleed fix ................. 1360.5 |===================================


Zstd Compression 1.5.4
Compression Level: 3, Long Mode - Compression Speed
MB/s > Higher Is Better
pre zenbleed fix has been applied . 867.6 |====================================
post zenbleed fix ................. 869.2 |====================================


Zstd Compression 1.5.4
Compression Level: 3, Long Mode - Decompression Speed
MB/s > Higher Is Better
pre zenbleed fix has been applied . 1453.1 |===================================
post zenbleed fix ................. 1444.8 |===================================


Zstd Compression 1.5.4
Compression Level: 8, Long Mode - Compression Speed
MB/s > Higher Is Better
pre zenbleed fix has been applied . 376.9 |====================================
post zenbleed fix ................. 377.4 |====================================


Zstd Compression 1.5.4
Compression Level: 8, Long Mode - Decompression Speed
MB/s > Higher Is Better
pre zenbleed fix has been applied . 1535.3 |===================================
post zenbleed fix ................. 1541.9 |===================================


Zstd Compression 1.5.4
Compression Level: 19, Long Mode - Compression Speed
MB/s > Higher Is Better
pre zenbleed fix has been applied . 7.79 |=====================================
post zenbleed fix ................. 7.77 |=====================================


Zstd Compression 1.5.4
Compression Level: 19, Long Mode - Decompression Speed
MB/s > Higher Is Better
pre zenbleed fix has been applied . 1303.2 |===================================
post zenbleed fix ................. 1290.6 |===================================


John The Ripper 2023.03.14
Test: Blowfish
Real C/S > Higher Is Better
pre zenbleed fix has been applied . 13959 |====================================
post zenbleed fix ................. 13907 |====================================


dav1d 1.2.1
Video Input: Summer Nature 4K
FPS > Higher Is Better


dav1d 1.2.1
Video Input: Summer Nature 1080p
FPS > Higher Is Better


Kvazaar 2.2
Video Input: Bosphorus 4K - Video Preset: Slow
Frames Per Second > Higher Is Better
pre zenbleed fix has been applied . 8.06 |=====================================
post zenbleed fix ................. 8.03 |=====================================


Kvazaar 2.2
Video Input: Bosphorus 4K - Video Preset: Medium
Frames Per Second > Higher Is Better
pre zenbleed fix has been applied . 8.30 |=====================================
post zenbleed fix ................. 8.24 |=====================================


Kvazaar 2.2
Video Input: Bosphorus 1080p - Video Preset: Slow
Frames Per Second > Higher Is Better
pre zenbleed fix has been applied . 41.20 |====================================
post zenbleed fix ................. 41.02 |====================================


Kvazaar 2.2
Video Input: Bosphorus 1080p - Video Preset: Medium
Frames Per Second > Higher Is Better
pre zenbleed fix has been applied . 42.90 |====================================
post zenbleed fix ................. 42.48 |====================================


Kvazaar 2.2
Video Input: Bosphorus 4K - Video Preset: Very Fast
Frames Per Second > Higher Is Better
pre zenbleed fix has been applied . 20.60 |====================================
post zenbleed fix ................. 20.43 |====================================


Kvazaar 2.2
Video Input: Bosphorus 4K - Video Preset: Super Fast
Frames Per Second > Higher Is Better
pre zenbleed fix has been applied . 25.51 |====================================
post zenbleed fix ................. 25.28 |====================================


Kvazaar 2.2
Video Input: Bosphorus 4K - Video Preset: Ultra Fast
Frames Per Second > Higher Is Better
pre zenbleed fix has been applied . 34.37 |====================================
post zenbleed fix ................. 34.12 |====================================


Kvazaar 2.2
Video Input: Bosphorus 1080p - Video Preset: Very Fast
Frames Per Second > Higher Is Better
pre zenbleed fix has been applied . 85.56 |====================================
post zenbleed fix ................. 84.76 |====================================


Kvazaar 2.2
Video Input: Bosphorus 1080p - Video Preset: Super Fast
Frames Per Second > Higher Is Better
pre zenbleed fix has been applied . 111.01 |===================================
post zenbleed fix ................. 109.86 |===================================


Kvazaar 2.2
Video Input: Bosphorus 1080p - Video Preset: Ultra Fast
Frames Per Second > Higher Is Better
pre zenbleed fix has been applied . 149.98 |===================================
post zenbleed fix ................. 149.03 |===================================


SVT-AV1 1.6
1080p 8-bit YUV To AV1 Video Encode
Frames Per Second > Higher Is Better


SVT-HEVC 1.5.0
1080p 8-bit YUV To HEVC Video Encode
Frames Per Second > Higher Is Better


SVT-VP9 0.3
1080p 8-bit YUV To VP9 Video Encode
Frames Per Second > Higher Is Better


x264 2022-02-22
H.264 Video Encoding
Frames Per Second > Higher Is Better


x265 3.4
Video Input: Bosphorus 4K
Frames Per Second > Higher Is Better
pre zenbleed fix has been applied . 12.86 |====================================
post zenbleed fix ................. 12.43 |===================================


x265 3.4
Video Input: Bosphorus 1080p
Frames Per Second > Higher Is Better
pre zenbleed fix has been applied . 56.54 |====================================
post zenbleed fix ................. 55.77 |====================================


Himeno Benchmark 3.0
Poisson Pressure Solver
MFLOPS > Higher Is Better
pre zenbleed fix has been applied . 5214.94 |==================================
post zenbleed fix ................. 5245.43 |==================================


7-Zip Compression 22.01
Test: Compression Rating
MIPS > Higher Is Better
pre zenbleed fix has been applied . 73341 |====================================
post zenbleed fix ................. 73312 |====================================


7-Zip Compression 22.01
Test: Decompression Rating
MIPS > Higher Is Better
pre zenbleed fix has been applied . 62059 |====================================
post zenbleed fix ................. 61626 |====================================


Stockfish 15
Total Time
Nodes Per Second > Higher Is Better
pre zenbleed fix has been applied . 25131021 |=================================
post zenbleed fix ................. 25331193 |=================================


asmFish 2018-07-23
1024 Hash Memory, 26 Depth
Nodes/second > Higher Is Better
pre zenbleed fix has been applied . 28673430 |=================================
post zenbleed fix ................. 28793754 |=================================


Timed GCC Compilation 13.2
Time To Compile
Seconds < Lower Is Better
pre zenbleed fix has been applied . 1113.64 |==================================
post zenbleed fix ................. 1117.51 |==================================


Timed Linux Kernel Compilation 6.1
Time To Compile
Seconds < Lower Is Better
pre zenbleed fix has been applied . 123.56 |===================================
post zenbleed fix ................. 123.98 |===================================


Timed LLVM Compilation 16.0
Time To Compile
Seconds < Lower Is Better
pre zenbleed fix has been applied . 927.97 |===================================
post zenbleed fix ................. 935.43 |===================================


Timed PHP Compilation 8.1.9
Time To Compile
Seconds < Lower Is Better
pre zenbleed fix has been applied . 74.48 |====================================
post zenbleed fix ................. 74.13 |====================================


C-Ray 1.1
Total Time - 4K, 16 Rays Per Pixel
Seconds < Lower Is Better
pre zenbleed fix has been applied . 63.21 |==============================
post zenbleed fix ................. 76.63 |====================================


POV-Ray 3.7.0.7
Trace Time
Seconds < Lower Is Better
pre zenbleed fix has been applied . 46.22 |====================================
post zenbleed fix ................. 46.38 |====================================


Rust Mandelbrot
Time To Complete Serial/Parallel Mandelbrot
Seconds < Lower Is Better
pre zenbleed fix has been applied . 40.65 |====================================
post zenbleed fix ................. 40.20 |====================================


oneDNN 3.1
Harness: Deconvolution Batch deconv_1d - Data Type: f32
ms < Lower Is Better


oneDNN 3.1
Harness: Convolution Batch conv_alexnet - Data Type: f32
ms < Lower Is Better


oneDNN 3.1
Harness: Convolution Batch conv_googlenet_v3 - Data Type: f32
ms < Lower Is Better


Numpy Benchmark

Score > Higher Is Better


Cython Benchmark 0.29.21
Test: N-Queens
Seconds < Lower Is Better


Hackbench
Count: 32 - Type: Process
Seconds < Lower Is Better
pre zenbleed fix has been applied . 111.42 |===================================
post zenbleed fix ................. 111.38 |===================================


m-queens 1.2
Time To Solve
Seconds < Lower Is Better
pre zenbleed fix has been applied . 71.07 |====================================
post zenbleed fix ................. 71.15 |====================================


OpenCV Benchmark 3.3.0

Seconds < Lower Is Better


Radiance Benchmark 5.0
Test: Serial
Seconds < Lower Is Better
pre zenbleed fix has been applied . 542.70 |===================================
post zenbleed fix ................. 549.03 |===================================


Radiance Benchmark 5.0
Test: SMP Parallel
Seconds < Lower Is Better
pre zenbleed fix has been applied . 172.65 |===================================
post zenbleed fix ................. 172.53 |===================================


Cpuminer-Opt 3.20.3
Algorithm: m7m
kH/s > Higher Is Better
pre zenbleed fix has been applied . 432.96 |===================================
post zenbleed fix ................. 436.23 |===================================


Cpuminer-Opt 3.20.3
Algorithm: deep
kH/s > Higher Is Better
pre zenbleed fix has been applied . 7939.35 |==================================
post zenbleed fix ................. 7884.35 |==================================


Cpuminer-Opt 3.20.3
Algorithm: skein
kH/s > Higher Is Better
pre zenbleed fix has been applied . 70607 |====================================
post zenbleed fix ................. 70780 |====================================


Cpuminer-Opt 3.20.3
Algorithm: sha256t
kH/s > Higher Is Better
pre zenbleed fix has been applied . 138623 |===================================
post zenbleed fix ................. 132967 |==================================


OpenSSL 3.1
RSA 4096-bit Performance
byte/s > Higher Is Better
pre zenbleed fix has been applied . 15 |=======================================
post zenbleed fix ................. 15 |=======================================


Redis 7.0.4
Test: GET
Requests Per Second > Higher Is Better
pre zenbleed fix has been applied . 2602856.75 |===============================
post zenbleed fix ................. 2249980.75 |===========================


Redis 7.0.4
Test: SET
Requests Per Second > Higher Is Better
pre zenbleed fix has been applied . 1743248.17 |===============================
post zenbleed fix ................. 1741517.79 |===============================


libjpeg-turbo tjbench 2.1.0
Test: Decompression Throughput
Megapixels/sec > Higher Is Better
pre zenbleed fix has been applied . 230.92 |===================================
post zenbleed fix ................. 225.78 |==================================


MariaDB 11.0.1
Clients: 128
Queries Per Second > Higher Is Better
pre zenbleed fix has been applied . 595 |======================================
post zenbleed fix ................. 202 |=============


MariaDB 11.0.1
Clients: 256
Queries Per Second > Higher Is Better
pre zenbleed fix has been applied . 262 |======================================
post zenbleed fix ................. 183 |===========================


GIMP 2.10.34
Test: resize
Seconds < Lower Is Better
pre zenbleed fix has been applied . 15.46 |===================================
post zenbleed fix ................. 15.69 |====================================


GIMP 2.10.34
Test: rotate
Seconds < Lower Is Better
pre zenbleed fix has been applied . 13.23 |===================================
post zenbleed fix ................. 13.74 |====================================


GIMP 2.10.34
Test: auto-levels
Seconds < Lower Is Better
pre zenbleed fix has been applied . 13.83 |===================================
post zenbleed fix ................. 14.40 |====================================


GIMP 2.10.34
Test: unsharp-mask
Seconds < Lower Is Better
pre zenbleed fix has been applied . 16.28 |===================================
post zenbleed fix ................. 16.84 |====================================


Stress-NG 0.15.10
Test: Crypto
Bogo Ops/s > Higher Is Better
pre zenbleed fix has been applied . 21230.43 |=================================
post zenbleed fix ................. 20952.12 |=================================


Stress-NG 0.15.10
Test: CPU Stress
Bogo Ops/s > Higher Is Better
pre zenbleed fix has been applied . 22123.70 |=================================
post zenbleed fix ................. 21904.18 |=================================


Blender 3.6
Blend File: BMW27 - Compute: CPU-Only
Seconds < Lower Is Better


Blender 3.6
Blend File: Classroom - Compute: CPU-Only
Seconds < Lower Is Better


Blender 3.6
Blend File: Fishy Cat - Compute: CPU-Only
Seconds < Lower Is Better


Blender 3.6
Blend File: Barbershop - Compute: CPU-Only
Seconds < Lower Is Better


ctx_clock
Context Switch Time
Clocks < Lower Is Better
pre zenbleed fix has been applied . 273 |======================================
post zenbleed fix ................. 273 |======================================


Sysbench 1.0.20
Test: CPU
Events Per Second > Higher Is Better
pre zenbleed fix has been applied . 17840.09 |=================================
post zenbleed fix ................. 17759.55 |=================================


PyBench 2018-02-16
Total For Average Test Times
Milliseconds < Lower Is Better
pre zenbleed fix has been applied . 795 |======================================
post zenbleed fix ................. 798 |======================================


Numenta Anomaly Benchmark 1.1
Time To Completion
Seconds < Lower Is Better


Appleseed 2.0 Beta
Scene: Emily
Seconds < Lower Is Better
pre zenbleed fix has been applied . 371.36 |==================================
post zenbleed fix ................. 381.96 |===================================


Appleseed 2.0 Beta
Scene: Disney Material
Seconds < Lower Is Better
pre zenbleed fix has been applied . 235.10 |==================================
post zenbleed fix ................. 238.63 |===================================


Geekbench 6.1
Test: Multi Core
Score > Higher Is Better


Geekbench 6.1
Test: Single Core
Score > Higher Is Better


PHPBench 0.8.1
PHP Benchmark Suite
Score > Higher Is Better
pre zenbleed fix has been applied . 793306 |===================================
post zenbleed fix ................. 779745 |==================================


Scikit-Learn 1.2.2
Benchmark: GLM
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: SAGA
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Tree
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Lasso
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Glmnet
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Sparsify
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Plot Ward
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: MNIST Dataset
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Plot Neighbors
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: SGD Regression
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: SGDOneClassSVM
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Plot Lasso Path
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Isolation Forest
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Plot Fast KMeans
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Text Vectorizers
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Plot Hierarchical
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Plot OMP vs. LARS
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Feature Expansions
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: LocalOutlierFactor
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: TSNE MNIST Dataset
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Isotonic / Logistic
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Plot Incremental PCA
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Plot Parallel Pairwise
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Isotonic / Pathological
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: RCV1 Logreg Convergencet
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Sample Without Replacement
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Covertype Dataset Benchmark
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting Adult
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Isotonic / Perturbed Logarithm
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting Threading
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Plot Singular Value Decomposition
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting Higgs Boson
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: 20 Newsgroups / Logistic Regression
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Plot Polynomial Kernel Approximation
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Plot Non-Negative Matrix Factorization
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Hist Gradient Boosting Categorical Only
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Kernel PCA Solvers / Time vs. N Samples
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Kernel PCA Solvers / Time vs. N Components
Seconds < Lower Is Better


Scikit-Learn 1.2.2
Benchmark: Sparse Random Projections / 100 Iterations
Seconds < Lower Is Better


Zstd Compression 1.5.4
Compression Level: 3 - Decompression Speed
MB/s > Higher Is Better
post zenbleed fix . 1413 |=====================================================