3960X November, "NAS Parallel Benchmarks 3.4 - Test / Class: BT.C", Higher Results Are Better "A", "B", "C", "D", "NAS Parallel Benchmarks 3.4 - Test / Class: CG.C", Higher Results Are Better "A", "B", "C", "D", "NAS Parallel Benchmarks 3.4 - Test / Class: EP.C", Higher Results Are Better "A", "B", "C", "D", "NAS Parallel Benchmarks 3.4 - Test / Class: EP.D", Higher Results Are Better "A", "B", "C", "D", "NAS Parallel Benchmarks 3.4 - Test / Class: FT.C", Higher Results Are Better "A", "B", "C", "D", "NAS Parallel Benchmarks 3.4 - Test / Class: IS.D", Higher Results Are Better "A", "B", "C", "D", "NAS Parallel Benchmarks 3.4 - Test / Class: LU.C", Higher Results Are Better "A", "B", "C", "D", "NAS Parallel Benchmarks 3.4 - Test / Class: MG.C", Higher Results Are Better "A", "B", "C", "D", "NAS Parallel Benchmarks 3.4 - Test / Class: SP.B", Higher Results Are Better "A", "B", "C", "D", "NAS Parallel Benchmarks 3.4 - Test / Class: SP.C", Higher Results Are Better "A", "B", "C", "D", "BLAKE2 20170307 - ", Lower Results Are Better "A", "B", "C", "D", "Zstd Compression - Compression Level: 3 - Compression Speed", Higher Results Are Better "A", "B", "C", "D", "Zstd Compression - Compression Level: 8 - Compression Speed", Higher Results Are Better "A", "B", "C", "D", "Zstd Compression - Compression Level: 8 - Decompression Speed", Higher Results Are Better "A", "B", "C", "D", "Zstd Compression - Compression Level: 19 - Compression Speed", Higher Results Are Better "A", "B", "C", "D", "Zstd Compression - Compression Level: 19 - Decompression Speed", Higher Results Are Better "A", "B", "C", "D", "Zstd Compression - Compression Level: 3, Long Mode - Compression Speed", Higher Results Are Better "A", "B", "C", "D", "Zstd Compression - Compression Level: 3, Long Mode - Decompression Speed", Higher Results Are Better "A", "B", "C", "D", "Zstd Compression - Compression Level: 8, Long Mode - Compression Speed", Higher Results Are Better "A", "B", "C", "D", "Zstd Compression - Compression Level: 8, Long Mode - Decompression Speed", Higher Results Are Better "A", "B", "C", "D", "Zstd Compression - Compression Level: 19, Long Mode - Compression Speed", Higher Results Are Better "A", "B", "C", "D", "Zstd Compression - Compression Level: 19, Long Mode - Decompression Speed", Higher Results Are Better "A", "B", "C", "D", "JPEG XL libjxl 0.6.1 - Input: PNG - Encode Speed: 5", Higher Results Are Better "A", "B", "C", "D", "JPEG XL libjxl 0.6.1 - Input: PNG - Encode Speed: 7", Higher Results Are Better "A", "B", "C", "D", "JPEG XL libjxl 0.6.1 - Input: PNG - Encode Speed: 8", Higher Results Are Better "A", "B", "C", "D", "JPEG XL libjxl 0.6.1 - Input: JPEG - Encode Speed: 5", Higher Results Are Better "A", "B", "C", "D", "JPEG XL libjxl 0.6.1 - Input: JPEG - Encode Speed: 7", Higher Results Are Better "A", "B", "C", "D", "JPEG XL libjxl 0.6.1 - Input: JPEG - Encode Speed: 8", Higher Results Are Better "A", "B", "C", "D", "JPEG XL Decoding libjxl 0.6.1 - CPU Threads: 1", Higher Results Are Better "A", "B", "C", "D", "JPEG XL Decoding libjxl 0.6.1 - CPU Threads: All", Higher Results Are Better "A", "B", "C", "D", "dav1d 0.9.2 - Video Input: Chimera 1080p", Higher Results Are Better "A", "B", "C", "D", "dav1d 0.9.2 - Video Input: Summer Nature 4K", Higher Results Are Better "A", "B", "C", "D", "dav1d 0.9.2 - Video Input: Summer Nature 1080p", Higher Results Are Better "A", "B", "C", "D", "dav1d 0.9.2 - Video Input: Chimera 1080p 10-bit", Higher Results Are Better "A", "B", "C", "D", "AOM AV1 3.2 - Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4K", Higher Results Are Better "A", "B", "C", "D", "AOM AV1 3.2 - Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K", Higher Results Are Better "A", "B", "C", "D", "AOM AV1 3.2 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K", Higher Results Are Better "A", "B", "C", "D", "AOM AV1 3.2 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K", Higher Results Are Better "A", "B", "C", "D", "AOM AV1 3.2 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K", Higher Results Are Better "A", "B", "C", "D", "AOM AV1 3.2 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K", Higher Results Are Better "A", "B", "C", "D", "AOM AV1 3.2 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K", Higher Results Are Better "A", "B", "C", "D", "AOM AV1 3.2 - Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080p", Higher Results Are Better "A", "B", "C", "D", "AOM AV1 3.2 - Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p", Higher Results Are Better "A", "B", "C", "D", "AOM AV1 3.2 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p", Higher Results Are Better "A", "B", "C", "D", "AOM AV1 3.2 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p", Higher Results Are Better "A", "B", "C", "D", "AOM AV1 3.2 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p", Higher Results Are Better "A", "B", "C", "D", "AOM AV1 3.2 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p", Higher Results Are Better "A", "B", "C", "D", "AOM AV1 3.2 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p", Higher Results Are Better "A", "B", "C", "D", "Kvazaar 2.1 - Video Input: Bosphorus 4K - Video Preset: Ultra Fast", Higher Results Are Better "A", "B", "C", "D", "Kvazaar 2.1 - Video Input: Bosphorus 1080p - Video Preset: Ultra Fast", Higher Results Are Better "A", "B", "C", "D", "rav1e 0.5 - Speed: 1", Higher Results Are Better "A", "B", "C", "D", "rav1e 0.5 - Speed: 5", Higher Results Are Better "A", "B", "C", "D", "rav1e 0.5 - Speed: 6", Higher Results Are Better "A", "B", "C", "D", "rav1e 0.5 - Speed: 10", Higher Results Are Better "A", "B", "C", "D", "Stargate Digital Audio Workstation 21.10.9 - Sample Rate: 44100 - Buffer Size: 512", Higher Results Are Better "A", "B", "C", "D", "Stargate Digital Audio Workstation 21.10.9 - Sample Rate: 96000 - Buffer Size: 512", Higher Results Are Better "A", "B", "C", "D", "Stargate Digital Audio Workstation 21.10.9 - Sample Rate: 192000 - Buffer Size: 512", Higher Results Are Better "A", "B", "C", "D", "Stargate Digital Audio Workstation 21.10.9 - Sample Rate: 44100 - Buffer Size: 1024", Higher Results Are Better "A", "B", "C", "D", "Stargate Digital Audio Workstation 21.10.9 - Sample Rate: 480000 - Buffer Size: 512", Higher Results Are Better "A", "B", "C", "D", "Stargate Digital Audio Workstation 21.10.9 - Sample Rate: 96000 - Buffer Size: 1024", Higher Results Are Better "A", "B", "C", "D", "Stargate Digital Audio Workstation 21.10.9 - Sample Rate: 192000 - Buffer Size: 1024", Higher Results Are Better "A", "B", "C", "D", "Stargate Digital Audio Workstation 21.10.9 - Sample Rate: 480000 - Buffer Size: 1024", Higher Results Are Better "A", "B", "C", "D", "OpenSSL - ", Higher Results Are Better "A", "B", "C", "D", "OpenSSL - ", Higher Results Are Better "A", "B", "C", "D", "ASTC Encoder 3.2 - Preset: Medium", Lower Results Are Better "A", "B", "C", "D", "ASTC Encoder 3.2 - Preset: Thorough", Lower Results Are Better "A", "B", "C", "D", "ASTC Encoder 3.2 - Preset: Exhaustive", Lower Results Are Better "A", "B", "C", "D", "GIMP 2.10.18 - Test: resize", Lower Results Are Better "A", "B", "C", "D", "GIMP 2.10.18 - Test: rotate", Lower Results Are Better "A", "B", "C", "D", "GIMP 2.10.18 - Test: auto-levels", Lower Results Are Better "A", "B", "C", "D", "GIMP 2.10.18 - Test: unsharp-mask", Lower Results Are Better "A", "B", "C", "D", "Redis Memtier / Redis Benchmark - Test: LPUSH and LPOP: lpop", Higher Results Are Better "A", "B", "C", "D", "Redis Memtier / Redis Benchmark - Test: LPUSH and LPOP: lpush", Higher Results Are Better "A", "B", "C", "D", "Redis Memtier / Redis Benchmark - Test: GET", Higher Results Are Better "A", "B", "C", "D", "Redis Memtier / Redis Benchmark - Test: MIX", Higher Results Are Better "A", "B", "C", "D", "Redis Memtier / Redis Benchmark - Test: SET", Higher Results Are Better "A", "B", "C", "D", "Blender 2.92 - Blend File: BMW27 - Compute: CPU-Only", Lower Results Are Better "A", "B", "C", "D", "Blender 2.92 - Blend File: Classroom - Compute: CPU-Only", Lower Results Are Better "A", "B", "C", "D", "Blender 2.92 - Blend File: Fishy Cat - Compute: CPU-Only", Lower Results Are Better "A", "B", "C", "D", "Blender 2.92 - Blend File: Barbershop - Compute: CPU-Only", Lower Results Are Better "A", "B", "C", "D", "Blender 2.92 - Blend File: Pabellon Barcelona - Compute: CPU-Only", Lower Results Are Better "A", "B", "C", "D", "Nginx - Test: Long Connection - Connections: 100", Higher Results Are Better "A", "B", "C", "D", "Nginx - Test: Long Connection - Connections: 500", Higher Results Are Better "A", "B", "C", "D", "Nginx - Test: Long Connection - Connections: 1000", Higher Results Are Better "A", "B", "C", "D", "Nginx - Test: Short Connection - Connections: 100", Higher Results Are Better "A", "B", "C", "D", "Nginx - Test: Short Connection - Connections: 500", Higher Results Are Better "A", "B", "C", "D", "Nginx - Test: Short Connection - Connections: 1000", Higher Results Are Better "A", "B", "C", "D", "RAR Compression 6.0.2 - Linux Source Tree Archiving To RAR", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State", Lower Results Are Better "A", "B", "C", "D", "PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing", Lower Results Are Better "A", "B", "C", "D", "OpenCV 4.5.4 - Test: Features 2D", Lower Results Are Better "A", "B", "C", "D", "OpenCV 4.5.4 - Test: Object Detection", Lower Results Are Better "A", "B", "C", "D", "OpenCV 4.5.4 - Test: DNN - Deep Neural Network", Lower Results Are Better "A", "B", "C", "D",