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Intel Core i7-5600U testing with a LENOVO 20BSCTO1WW (N14ET49W 1.27 BIOS) and Intel HD 5500 BDW GT2 3GB on Ubuntu 21.10 via the Phoronix Test Suite.

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AV1 2 Tests
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Creator Workloads 10 Tests
Encoding 4 Tests
Game Development 2 Tests
HPC - High Performance Computing 3 Tests
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Multi-Core 8 Tests
Programmer / Developer System Benchmarks 4 Tests
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Software Defined Radio 3 Tests
Telephony 2 Tests
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thinkpad
November 22 2021
  5 Hours, 29 Minutes
lenovo
November 23 2021
  5 Hours, 27 Minutes
linux
November 23 2021
  5 Hours, 27 Minutes
l
November 23 2021
  3 Hours, 50 Minutes
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new Intel Core i7-5600U testing with a LENOVO 20BSCTO1WW (N14ET49W 1.27 BIOS) and Intel HD 5500 BDW GT2 3GB on Ubuntu 21.10 via the Phoronix Test Suite. ,,"thinkpad","lenovo","linux","l" Processor,,Intel Core i7-5600U @ 3.20GHz (2 Cores / 4 Threads),Intel Core i7-5600U @ 3.20GHz (2 Cores / 4 Threads),Intel Core i7-5600U @ 3.20GHz (2 Cores / 4 Threads),Intel Core i7-5600U @ 3.20GHz (2 Cores / 4 Threads) Motherboard,,LENOVO 20BSCTO1WW (N14ET49W 1.27 BIOS),LENOVO 20BSCTO1WW (N14ET49W 1.27 BIOS),LENOVO 20BSCTO1WW (N14ET49W 1.27 BIOS),LENOVO 20BSCTO1WW (N14ET49W 1.27 BIOS) Chipset,,Intel Broadwell-U-OPI,Intel Broadwell-U-OPI,Intel Broadwell-U-OPI,Intel Broadwell-U-OPI Memory,,8GB,8GB,8GB,8GB Disk,,128GB SAMSUNG MZNTE128,128GB SAMSUNG MZNTE128,128GB SAMSUNG MZNTE128,128GB SAMSUNG MZNTE128 Graphics,,Intel HD 5500 BDW GT2 3GB (950MHz),Intel HD 5500 BDW GT2 3GB (950MHz),Intel HD 5500 BDW GT2 3GB (950MHz),Intel HD 5500 BDW GT2 3GB (950MHz) Audio,,Intel Broadwell-U Audio,Intel Broadwell-U Audio,Intel Broadwell-U Audio,Intel Broadwell-U Audio Network,,Intel I218-LM + Intel 7265,Intel I218-LM + Intel 7265,Intel I218-LM + Intel 7265,Intel I218-LM + Intel 7265 OS,,Ubuntu 21.10,Ubuntu 21.10,Ubuntu 21.10,Ubuntu 21.10 Kernel,,5.13.0-21-generic (x86_64),5.13.0-21-generic (x86_64),5.13.0-21-generic (x86_64),5.13.0-21-generic (x86_64) Desktop,,GNOME Shell 40.5,GNOME Shell 40.5,GNOME Shell 40.5,GNOME Shell 40.5 Display Server,,X Server + Wayland,X Server + Wayland,X Server + Wayland,X Server + Wayland OpenGL,,4.6 Mesa 21.2.2,4.6 Mesa 21.2.2,4.6 Mesa 21.2.2,4.6 Mesa 21.2.2 Vulkan,,1.2.182,1.2.182,1.2.182,1.2.182 Compiler,,GCC 11.2.0,GCC 11.2.0,GCC 11.2.0,GCC 11.2.0 File-System,,ext4,ext4,ext4,ext4 Screen Resolution,,1920x1080,1920x1080,1920x1080,1920x1080 ,,"thinkpad","lenovo","linux","l" "AOM AV1 - Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4K (FPS)",HIB,0.02,0.02,0.02,0.02 "AOM AV1 - Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K (FPS)",HIB,0.72,0.71,0.72,0.71 "Timed Godot Game Engine Compilation - Time To Compile (sec)",LIB,774.12,773.361,773.757, "Kvazaar - Video Input: Bosphorus 4K - Video Preset: Slow (FPS)",HIB,0.99,1.01,1.01,1 "Kvazaar - Video Input: Bosphorus 4K - Video Preset: Medium (FPS)",HIB,1.02,1.02,1.02,1.02 "JPEG XL libjxl - Input: PNG - Encode Speed: 8 (MP/s)",HIB,0.5,0.51,0.51,0.51 "AOM AV1 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K (FPS)",HIB,1.44,1.43,1.43,1.44 "AOM AV1 - Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,0.05,0.05,0.05,0.05 "ASTC Encoder - Preset: Exhaustive (sec)",LIB,425.0397,426.0716,426.6637, "GNU Radio - Test: Hilbert Transform (MiB/s)",HIB,312.1,319,284.7,314.4 "GNU Radio - Test: FM Deemphasis Filter (MiB/s)",HIB,524.2,527.5,525.7,523.2 "GNU Radio - Test: IIR Filter (MiB/s)",HIB,387.3,386.8,381.4,385.7 "GNU Radio - Test: FIR Filter (MiB/s)",HIB,488.8,501.2,494.7,489.4 "GNU Radio - Test: Signal Source (Cosine) (MiB/s)",HIB,1988.6,1998.9,1972.9,2004.7 "GNU Radio - Test: Five Back to Back FIR Filters (MiB/s)",HIB,265.5,264.4,263.8,263 "Timed Wasmer Compilation - Time To Compile (sec)",LIB,353.032,352.152,354.11, "JPEG XL libjxl - Input: PNG - Encode Speed: 7 (MP/s)",HIB,3.17,3.16,3.18,3.16 "AOM AV1 - Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,1.97,1.98,1.97,1.98 "Stargate Digital Audio Workstation - Sample Rate: 480000 - Buffer Size: 512 (Render Ratio)",HIB,0.497339,0.497032,0.497498, "Stargate Digital Audio Workstation - Sample Rate: 480000 - Buffer Size: 1024 (Render Ratio)",HIB,0.50484,0.505103,0.503141, "Stargate Digital Audio Workstation - Sample Rate: 44100 - Buffer Size: 512 (Render Ratio)",HIB,0.514489,0.514262,0.512893,0.512052 "Stargate Digital Audio Workstation - Sample Rate: 44100 - Buffer Size: 1024 (Render Ratio)",HIB,0.521077,0.520099,0.519462, "Natron - Input: Spaceship (FPS)",HIB,0.4,0.3,0.3, "OpenCV - Test: Features 2D (ms)",LIB,302071,274139,280948, "AOM AV1 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K (FPS)",HIB,2.32,2.31,2.32,2.31 "Kvazaar - Video Input: Bosphorus 4K - Video Preset: Very Fast (FPS)",HIB,2.32,2.32,2.31,2.3 "LuaRadio - Test: Complex Phase (MiB/s)",HIB,426,424.1,427.4,422.7 "LuaRadio - Test: Hilbert Transform (MiB/s)",HIB,72.1,71.9,71.9,72 "LuaRadio - Test: FM Deemphasis Filter (MiB/s)",HIB,332.7,332.8,333.1,331.9 "LuaRadio - Test: Five Back to Back FIR Filters (MiB/s)",HIB,275,274.3,275.3,274.2 "rav1e - Speed: 1 (FPS)",HIB,0.094,0.094,0.094,0.093 "AOM AV1 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p (FPS)",HIB,3.01,3.01,2.99,3 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,3.914,3.823,3.842, "Zstd Compression - Compression Level: 19, Long Mode - Decompression Speed (MB/s)",HIB,2246.1,2250.6,2249.5,2265.5 "Zstd Compression - Compression Level: 19, Long Mode - Compression Speed (MB/s)",HIB,7.48,7.21,7.27,7.2 "JPEG XL libjxl - Input: PNG - Encode Speed: 5 (MP/s)",HIB,8.7,8.6,8.64,8.59 "Kvazaar - Video Input: Bosphorus 4K - Video Preset: Ultra Fast (FPS)",HIB,4.08,4.07,4.05,4.06 "Zstd Compression - Compression Level: 19, Long Mode - Decompression Speed (MB/s)",HIB,2398.9,2411,2404.3,2362.1 "Zstd Compression - Compression Level: 19, Long Mode - Compression Speed (MB/s)",HIB,8.43,8.65,8.33,8.53 "Zstd Compression - Compression Level: 19 - Decompression Speed (MB/s)",HIB,2201.2,2157.9,2200.6,2196.7 "Zstd Compression - Compression Level: 19 - Compression Speed (MB/s)",HIB,8.44,8.52,8.32,8.49 "AOM AV1 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,4.64,4.61,4.63,4.63 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,2.512,2.525,2.559, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,2.572,2.583,2.595, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.577,1.586,1.58, "Zstd Compression - Compression Level: 19 - Decompression Speed (MB/s)",HIB,2318.1,2328.2,2319.7,2312.1 "Zstd Compression - Compression Level: 19 - Compression Speed (MB/s)",HIB,9.64,9.89,9.54,9.82 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU (Inferences/min)",HIB,16,16,16, "JPEG XL Decoding libjxl - CPU Threads: All (MP/s)",HIB,40.52,40.84,40.87,40.66 "ONNX Runtime - Model: yolov4 - Device: CPU (Inferences/min)",HIB,92,92,91, "ONNX Runtime - Model: shufflenet-v2-10 - Device: CPU (Inferences/min)",HIB,11371,11606,11743, "ONNX Runtime - Model: super-resolution-10 - Device: CPU (Inferences/min)",HIB,896,916,914, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.84,1.83,1.833, "Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Slow (FPS)",HIB,5.71,5.7,5.69,5.69 "Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Medium (FPS)",HIB,5.83,5.83,5.83,5.81 "rav1e - Speed: 5 (FPS)",HIB,0.617,0.614,0.616,0.615 "LZ4 Compression - Compression Level: 9 - Decompression Speed (MB/s)",HIB,6558.1,6556.6,6545.1,6557.4 "LZ4 Compression - Compression Level: 9 - Compression Speed (MB/s)",HIB,35.45,35.43,35.16,35.49 "LZ4 Compression - Compression Level: 3 - Decompression Speed (MB/s)",HIB,6569.6,6512.9,6564.5,6574.5 "LZ4 Compression - Compression Level: 3 - Compression Speed (MB/s)",HIB,36.36,35.35,36.4,36.36 "OpenCV - Test: Object Detection (ms)",LIB,85803,85537,96364, "AOM AV1 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K (FPS)",HIB,8.22,7.97,8.15,8.17 "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,2.465,2.45,2.489, "JPEG XL Decoding libjxl - CPU Threads: 1 (MP/s)",HIB,34.2,34.21,34.23,34.23 "rav1e - Speed: 6 (FPS)",HIB,0.842,0.838,0.848,0.838 "PJSIP - Method: INVITE (Responses/sec)",HIB,2991,2961,2990, "PJSIP - Method: OPTIONS, Stateful (Responses/sec)",HIB,6295,6396,6330, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.004,0.004,0.004, "AOM AV1 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K (FPS)",HIB,12.64,11.99,12.04,12.21 "PJSIP - Method: OPTIONS, Stateless (Responses/sec)",HIB,34668,34645,34505, "AOM AV1 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K (FPS)",HIB,14.32,14.09,14.17,14.11 "Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Very Fast (FPS)",HIB,11.38,11.35,11.25,11.27 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.176,0.176,0.183, "ASTC Encoder - Preset: Thorough (sec)",LIB,44.3433,44.4648,44.5018, "Chia Blockchain VDF - Test: Square Plain C++ (IPS)",HIB,101800,101100,101700,101000 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.008,0.008,0.008, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.951,0.948,0.957, "QuantLib - (MFLOPS)",HIB,1824.8,1783.8,1812.2,1816.5 "OpenCV - Test: DNN - Deep Neural Network (ms)",LIB,41096,41310,44723, "Zstd Compression - Compression Level: 8 - Decompression Speed (MB/s)",HIB,2781.6,2767.9,2789.9,2801.2 "Zstd Compression - Compression Level: 8 - Compression Speed (MB/s)",HIB,120.5,115.8,113,113.3 "Zstd Compression - Compression Level: 8, Long Mode - Decompression Speed (MB/s)",HIB,2960.7,2967.2,2975.3,2896.9 "Zstd Compression - Compression Level: 8, Long Mode - Compression Speed (MB/s)",HIB,117,123.4,116,116.7 "Zstd Compression - Compression Level: 8, Long Mode - Decompression Speed (MB/s)",HIB,2695.4,2686.6,2703.7,2700.8 "Zstd Compression - Compression Level: 8, Long Mode - Compression Speed (MB/s)",HIB,110.8,110.5,112.6,112.4 "Zstd Compression - Compression Level: 3 - Decompression Speed (MB/s)",HIB,2713.4,2709.7,2704.1,2713.3 "Zstd Compression - Compression Level: 3 - Compression Speed (MB/s)",HIB,626.5,630.6,630.8,631.6 "Zstd Compression - Compression Level: 8 - Decompression Speed (MB/s)",HIB,2517.5,2533.6,2532.4,2523.2 "Zstd Compression - Compression Level: 8 - Compression Speed (MB/s)",HIB,112.5,112.9,113,112.5 "Zstd Compression - Compression Level: 3 - Decompression Speed (MB/s)",HIB,2455.5,2455,2459.2,2458 "Zstd Compression - Compression Level: 3 - Compression Speed (MB/s)",HIB,643.7,634.8,631.1,628.7 "LZ4 Compression - Compression Level: 1 - Decompression Speed (MB/s)",HIB,6752,6752.3,6746.4,6745.7 "LZ4 Compression - Compression Level: 1 - Compression Speed (MB/s)",HIB,5638.1,5635.08,5654.04,5642.74 "rav1e - Speed: 10 (FPS)",HIB,2.643,2.637,2.645,2.625 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.573,0.575,0.57, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.22,0.219,0.219, "Zstd Compression - Compression Level: 3, Long Mode - Decompression Speed (MB/s)",HIB,2890.7,2900.6,2890.7,2891.8 "Zstd Compression - Compression Level: 3, Long Mode - Compression Speed (MB/s)",HIB,491.8,483.5,487.5,490.1 "Zstd Compression - Compression Level: 3, Long Mode - Decompression Speed (MB/s)",HIB,2608.5,2615.3,2611.8,2618.1 "Zstd Compression - Compression Level: 3, Long Mode - Compression Speed (MB/s)",HIB,259.6,260.1,261.4,258 "JPEG XL libjxl - Input: JPEG - Encode Speed: 5 (MP/s)",HIB,37.75,37.76,37.79,37.9 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.133,0.133,0.132, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.613,0.619,0.622, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.131,0.133,0.134, "Chia Blockchain VDF - Test: Square Assembly Optimized (IPS)",HIB,147900,144400,148000,148200 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.353,0.345,0.343, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.002,0.002,0.002, "Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Ultra Fast (FPS)",HIB,20.02,19.96,19.94,19.79 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.022,0.022,0.022, "VOSK Speech Recognition Toolkit - (sec)",LIB,29.216,29.807,29.084, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.134,0.134,0.134, "JPEG XL libjxl - Input: JPEG - Encode Speed: 7 (MP/s)",HIB,37.84,37.67,37.46,37.56 "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.083,0.08,0.081, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.434,0.442,0.431, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.01,0.01,0.012, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.001,0.001,0.001, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.095,0.096,0.095, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.014,0.014,0.014, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.044,0.04,0.04, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.456,0.468,0.458, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.002,0.002,0.002, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.014,0.014,0.014, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.115,0.117,0.114, "AOM AV1 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p (FPS)",HIB,30.05,30.14,30.49,30.14 "Liquid-DSP - Threads: 1 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,41114000,41271000,41281000, "Liquid-DSP - Threads: 4 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,78959000,78841000,79071000, "Liquid-DSP - Threads: 2 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,79537000,79380000,79513000, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.005,0.005,0.005, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.519,0.518,0.519, "JPEG XL libjxl - Input: JPEG - Encode Speed: 8 (MP/s)",HIB,16.24,16.52,16.46,16.58 "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.008,0.008,0.008, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.001,0.001,0.001, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.357,0.357,0.357, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.123,0.124,0.125, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.009,0.011,0.008, "AOM AV1 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p (FPS)",HIB,39.29,40.22,40.33,39.31 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.09,0.09,0.09, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.007,0.007,0.007, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.248,0.249,0.251, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.003,0.003,0.003, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.033,0.033,0.034, "AOM AV1 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p (FPS)",HIB,44.67,44.94,44.72,44.53 "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.006,0.006,0.006, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.008,0.008,0.008, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.054,0.056,0.057, "ASTC Encoder - Preset: Medium (sec)",LIB,6.3383,6.3492,6.3564, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.026,0.025,0.024, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.058,0.058,0.058, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.006,0.006,0.006, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.033,0.033,0.033, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.031,0.032,0.034, "Sockperf - Test: Throughput (Messages/sec)",HIB,284833,304433,306586,342704 "Sockperf - Test: Latency Ping Pong (usec)",LIB,21.123,7.082,21.76,5.695 "Sockperf - Test: Latency Under Load (usec)",LIB,18.269,17.3,12.986,17.121 "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.028,0.028,0.029, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.007,0.007,0.007, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.025,0.025,0.025, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - 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