friday kaby Intel Core i7-8550U testing with a Dell 0H0VG3 (1.10.0 BIOS) and Intel UHD 620 KBL GT2 3GB on Ubuntu 20.10 via the Phoronix Test Suite. 1: Processor: Intel Core i7-8550U @ 4.00GHz (4 Cores / 8 Threads), Motherboard: Dell 0H0VG3 (1.10.0 BIOS), Chipset: Intel Xeon E3-1200 v6/7th, Memory: 8GB, Disk: PM961 NVMe SAMSUNG 256GB, Graphics: Intel UHD 620 KBL GT2 3GB (1150MHz), Audio: Realtek ALC3271, Network: Qualcomm Atheros QCA6174 802.11ac OS: Ubuntu 20.10, Kernel: 5.8.0-63-generic (x86_64), Desktop: GNOME Shell 3.38.2, Display Server: X Server 1.20.9, OpenGL: 4.6 Mesa 20.2.6, OpenCL: OpenCL 2.1, Vulkan: 1.2.145, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080 2: Processor: Intel Core i7-8550U @ 4.00GHz (4 Cores / 8 Threads), Motherboard: Dell 0H0VG3 (1.10.0 BIOS), Chipset: Intel Xeon E3-1200 v6/7th, Memory: 8GB, Disk: PM961 NVMe SAMSUNG 256GB, Graphics: Intel UHD 620 KBL GT2 3GB (1150MHz), Audio: Realtek ALC3271, Network: Qualcomm Atheros QCA6174 802.11ac OS: Ubuntu 20.10, Kernel: 5.8.0-63-generic (x86_64), Desktop: GNOME Shell 3.38.2, Display Server: X Server 1.20.9, OpenGL: 4.6 Mesa 20.2.6, OpenCL: OpenCL 2.1, Vulkan: 1.2.145, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080 3: Processor: Intel Core i7-8550U @ 4.00GHz (4 Cores / 8 Threads), Motherboard: Dell 0H0VG3 (1.10.0 BIOS), Chipset: Intel Xeon E3-1200 v6/7th, Memory: 8GB, Disk: PM961 NVMe SAMSUNG 256GB, Graphics: Intel UHD 620 KBL GT2 3GB (1150MHz), Audio: Realtek ALC3271, Network: Qualcomm Atheros QCA6174 802.11ac OS: Ubuntu 20.10, Kernel: 5.8.0-63-generic (x86_64), Desktop: GNOME Shell 3.38.2, Display Server: X Server 1.20.9, OpenGL: 4.6 Mesa 20.2.6, OpenCL: OpenCL 2.1, Vulkan: 1.2.145, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080 Zstd Compression Compression Level: 3 - Compression Speed MB/s > Higher Is Better 1 . 1038.5 |================================================================ 2 . 1083.3 |================================================================== 3 . 1094.2 |=================================================================== Zstd Compression Compression Level: 8 - Compression Speed MB/s > Higher Is Better 1 . 140.2 |=================================================================== 2 . 140.9 |==================================================================== 3 . 141.8 |==================================================================== Zstd Compression Compression Level: 8 - Decompression Speed MB/s > Higher Is Better 1 . 3015.6 |=================================================================== 2 . 3025.8 |=================================================================== 3 . 3024.6 |=================================================================== Zstd Compression Compression Level: 19 - Compression Speed MB/s > Higher Is Better 1 . 13.3 |=================================================================== 2 . 13.8 |===================================================================== 3 . 13.3 |=================================================================== Zstd Compression Compression Level: 19 - Decompression Speed MB/s > Higher Is Better 1 . 2645.3 |=================================================================== 2 . 2621.4 |================================================================== 3 . 2658.6 |=================================================================== Zstd Compression Compression Level: 3, Long Mode - Compression Speed MB/s > Higher Is Better 1 . 299.7 |==================================================================== 2 . 299.1 |==================================================================== 3 . 297.2 |=================================================================== Zstd Compression Compression Level: 3, Long Mode - Decompression Speed MB/s > Higher Is Better 1 . 3033.6 |================================================================== 2 . 3073.6 |=================================================================== 3 . 3042.2 |================================================================== Zstd Compression Compression Level: 8, Long Mode - Compression Speed MB/s > Higher Is Better 1 . 158.0 |================================================================== 2 . 159.2 |=================================================================== 3 . 162.0 |==================================================================== Zstd Compression Compression Level: 8, Long Mode - Decompression Speed MB/s > Higher Is Better 1 . 3119.6 |================================================================== 2 . 3154.4 |=================================================================== 3 . 3143.7 |=================================================================== Zstd Compression Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better 1 . 7.67 |===================================================================== 2 . 7.63 |===================================================================== 3 . 7.64 |===================================================================== Zstd Compression Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better 1 . 2650.9 |=================================================================== 2 . 2663.5 |=================================================================== 3 . 2658.3 |=================================================================== dav1d 0.9.2 Video Input: Chimera 1080p FPS > Higher Is Better 1 . 292.90 |=================================================================== 2 . 292.36 |=================================================================== 3 . 292.97 |=================================================================== dav1d 0.9.2 Video Input: Summer Nature 4K FPS > Higher Is Better 1 . 74.11 |================================================================== 2 . 76.56 |==================================================================== 3 . 76.75 |==================================================================== dav1d 0.9.2 Video Input: Summer Nature 1080p FPS > Higher Is Better 1 . 286.30 |================================================================= 2 . 293.11 |=================================================================== 3 . 290.07 |================================================================== dav1d 0.9.2 Video Input: Chimera 1080p 10-bit FPS > Higher Is Better 1 . 209.42 |================================================================== 2 . 212.34 |=================================================================== 3 . 212.51 |=================================================================== AOM AV1 3.2 Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1 . 1.47 |===================================================================== 2 . 1.48 |===================================================================== 3 . 1.48 |===================================================================== AOM AV1 3.2 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1 . 4.45 |================================================================== 2 . 4.61 |==================================================================== 3 . 4.67 |===================================================================== AOM AV1 3.2 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1 . 2.96 |==================================================================== 2 . 3.00 |===================================================================== 3 . 3.00 |===================================================================== AOM AV1 3.2 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1 . 15.85 |================================================================== 2 . 16.27 |=================================================================== 3 . 16.41 |==================================================================== AOM AV1 3.2 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1 . 23.61 |=================================================================== 2 . 23.92 |==================================================================== 3 . 23.94 |==================================================================== AOM AV1 3.2 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better 1 . 26.66 |==================================================================== 2 . 26.79 |==================================================================== 3 . 26.80 |==================================================================== AOM AV1 3.2 Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1 . 3.83 |===================================================================== 2 . 3.85 |===================================================================== 3 . 3.84 |===================================================================== AOM AV1 3.2 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1 . 5.23 |===================================================================== 2 . 5.18 |==================================================================== 3 . 5.24 |===================================================================== AOM AV1 3.2 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1 . 9.26 |===================================================================== 2 . 9.28 |===================================================================== 3 . 9.24 |===================================================================== AOM AV1 3.2 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1 . 62.09 |=================================================================== 2 . 62.60 |==================================================================== 3 . 62.50 |==================================================================== AOM AV1 3.2 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1 . 77.63 |=================================================================== 2 . 77.87 |=================================================================== 3 . 78.58 |==================================================================== AOM AV1 3.2 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better 1 . 85.27 |=================================================================== 2 . 85.75 |==================================================================== 3 . 86.24 |==================================================================== OpenSSL sign/s > Higher Is Better 1 . 1052.3 |=================================================================== 2 . 1054.1 |=================================================================== 3 . 1053.3 |=================================================================== OpenSSL verify/s > Higher Is Better 1 . 61773.1 |================================================================= 2 . 63199.4 |================================================================== 3 . 61948.2 |================================================================= GIMP 2.10.18 Test: resize Seconds < Lower Is Better 1 . 11.52 |=================================================================== 2 . 11.63 |==================================================================== 3 . 11.52 |=================================================================== GIMP 2.10.18 Test: rotate Seconds < Lower Is Better 1 . 13.95 |==================================================================== 2 . 13.95 |==================================================================== 3 . 13.98 |==================================================================== GIMP 2.10.18 Test: auto-levels Seconds < Lower Is Better 1 . 14.64 |=================================================================== 2 . 14.81 |==================================================================== 3 . 14.78 |==================================================================== GIMP 2.10.18 Test: unsharp-mask Seconds < Lower Is Better 1 . 17.53 |==================================================================== 2 . 17.59 |==================================================================== 3 . 17.65 |==================================================================== RAR Compression 6.0.2 Linux Source Tree Archiving To RAR Seconds < Lower Is Better 1 . 67.93 |================================================================== 2 . 69.35 |==================================================================== 3 . 69.72 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.004 |==================================================================== 2 . 0.004 |==================================================================== 3 . 0.004 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.001 |==================================================================== 2 . 0.001 |==================================================================== 3 . 0.001 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.02 |===================================================================== 2 . 0.02 |===================================================================== 3 . 0.02 |===================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.003 |==================================================================== 2 . 0.003 |==================================================================== 3 . 0.003 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.068 |==================================================================== 2 . 0.067 |=================================================================== 3 . 0.068 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.018 |==================================================================== 2 . 0.017 |================================================================ 3 . 0.017 |================================================================ PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.307 |==================================================================== 2 . 0.309 |==================================================================== 3 . 0.304 |=================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.069 |==================================================================== 2 . 0.069 |==================================================================== 3 . 0.068 |=================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 1.369 |==================================================================== 2 . 1.366 |==================================================================== 3 . 1.355 |=================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.001 |==================================================================== 2 . 0.001 |==================================================================== 3 . 0.001 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.005 |==================================================================== 2 . 0.005 |==================================================================== 3 . 0.005 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.004 |==================================================================== 2 . 0.004 |==================================================================== 3 . 0.004 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.022 |==================================================================== 2 . 0.022 |==================================================================== 3 . 0.022 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.004 |====================================================== 2 . 0.005 |==================================================================== 3 . 0.004 |====================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.009 |==================================================================== 2 . 0.009 |==================================================================== 3 . 0.009 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.024 |================================================================= 2 . 0.025 |==================================================================== 3 . 0.024 |================================================================= PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.042 |==================================================================== 2 . 0.042 |==================================================================== 3 . 0.042 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.016 |==================================================================== 2 . 0.016 |==================================================================== 3 . 0.016 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.084 |=================================================================== 2 . 0.084 |=================================================================== 3 . 0.085 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.102 |=================================================================== 2 . 0.101 |=================================================================== 3 . 0.103 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.177 |==================================================================== 2 . 0.175 |=================================================================== 3 . 0.174 |=================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.002 |==================================================================== 2 . 0.002 |==================================================================== 3 . 0.002 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.006 |==================================================================== 2 . 0.006 |==================================================================== 3 . 0.006 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.006 |==================================================================== 2 . 0.006 |==================================================================== 3 . 0.006 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.028 |==================================================================== 2 . 0.028 |==================================================================== 3 . 0.028 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.031 |==================================================================== 2 . 0.031 |==================================================================== 3 . 0.031 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.044 |================================================================== 2 . 0.044 |================================================================== 3 . 0.045 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.034 |==================================================================== 2 . 0.034 |==================================================================== 3 . 0.034 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.066 |==================================================================== 2 . 0.065 |=================================================================== 3 . 0.066 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.066 |==================================================================== 2 . 0.065 |=================================================================== 3 . 0.065 |=================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.384 |=================================================================== 2 . 0.386 |==================================================================== 3 . 0.388 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.263 |==================================================================== 2 . 0.259 |=================================================================== 3 . 0.261 |=================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 1.609 |==================================================================== 2 . 1.608 |==================================================================== 3 . 1.619 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.457 |==================================================================== 2 . 0.457 |==================================================================== 3 . 0.460 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.879 |==================================================================== 2 . 0.880 |==================================================================== 3 . 0.876 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 2.102 |==================================================================== 2 . 2.102 |==================================================================== 3 . 2.083 |=================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 3.618 |==================================================================== 2 . 3.609 |==================================================================== 3 . 3.594 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better 2 . 0.001 |==================================================================== 3 . 0.001 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.006 |==================================================================== 2 . 0.006 |==================================================================== 3 . 0.006 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.002 |==================================================================== 2 . 0.002 |==================================================================== 3 . 0.002 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.024 |==================================================================== 2 . 0.024 |==================================================================== 3 . 0.024 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.023 |==================================================================== 2 . 0.022 |================================================================= 3 . 0.022 |================================================================= PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.119 |==================================================================== 2 . 0.117 |=================================================================== 3 . 0.117 |=================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.048 |==================================================================== 2 . 0.048 |==================================================================== 3 . 0.047 |=================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.144 |==================================================================== 2 . 0.143 |==================================================================== 3 . 0.144 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.006 |==================================================================== 2 . 0.006 |==================================================================== 3 . 0.006 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.108 |=================================================================== 2 . 0.109 |==================================================================== 3 . 0.109 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.092 |=================================================================== 2 . 0.093 |==================================================================== 3 . 0.091 |=================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.545 |==================================================================== 2 . 0.543 |==================================================================== 3 . 0.545 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.366 |==================================================================== 2 . 0.363 |=================================================================== 3 . 0.357 |================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Theano - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 2.269 |=================================================================== 2 . 2.282 |=================================================================== 3 . 2.299 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.105 |==================================================================== 2 . 0.105 |==================================================================== 3 . 0.105 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.482 |==================================================================== 2 . 0.483 |==================================================================== 3 . 0.483 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.328 |==================================================================== 2 . 0.329 |==================================================================== 3 . 0.329 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: Bohrium - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 1.812 |==================================================================== 2 . 1.789 |=================================================================== 3 . 1.794 |=================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.024 |========================================================== 2 . 0.024 |========================================================== 3 . 0.028 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 0.568 |==================================================================== 2 . 0.567 |==================================================================== 3 . 0.568 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.105 |==================================================================== 2 . 0.105 |==================================================================== 3 . 0.105 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better 1 . 2.481 |================================================================ 2 . 2.635 |==================================================================== 3 . 2.488 |================================================================ PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.001 |==================================================================== 2 . 0.001 |==================================================================== 3 . 0.001 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.003 |==================================================================== 2 . 0.003 |==================================================================== 3 . 0.002 |============================================= PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.009 |==================================================================== 2 . 0.009 |==================================================================== 3 . 0.009 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.039 |==================================================================== 2 . 0.039 |==================================================================== 3 . 0.039 |==================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better 1 . 0.170 |==================================================================== 2 . 0.169 |==================================================================== 3 . 0.168 |=================================================================== PyHPC Benchmarks 2.1 Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better OpenCV 4.5.4 Test: Features 2D ms < Lower Is Better 1 . 184916 |=================================================================== 2 . 178632 |================================================================= 3 . 170478 |============================================================== OpenCV 4.5.4 Test: Object Detection ms < Lower Is Better 1 . 95990 |==================================================================== 2 . 72126 |=================================================== 3 . 63711 |============================================= OpenCV 4.5.4 Test: DNN - Deep Neural Network ms < Lower Is Better 1 . 240206 |=================================================================== 2 . 111273 |=============================== 3 . 109348 |=============================== Zstd Compression Compression Level: 3 - Decompression Speed MB/s > Higher Is Better 2 . 2957.7 |=================================================================== 3 . 2939.5 |===================================================================