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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.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2111238-TJ-NEW47690773
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AV1 2 Tests
C++ Boost Tests 2 Tests
Timed Code Compilation 3 Tests
C/C++ Compiler Tests 3 Tests
Compression Tests 2 Tests
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Creator Workloads 10 Tests
Encoding 4 Tests
Game Development 2 Tests
HPC - High Performance Computing 3 Tests
Imaging 2 Tests
Machine Learning 2 Tests
Multi-Core 8 Tests
Programmer / Developer System Benchmarks 4 Tests
Python Tests 8 Tests
Rust Tests 2 Tests
Software Defined Radio 3 Tests
Telephony 2 Tests
Video Encoding 3 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" "Natron - Input: Spaceship (FPS)",HIB,0.4,0.3,0.3, "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 "AOM AV1 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K (FPS)",HIB,2.32,2.31,2.32,2.31 "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 8 Realtime - Input: Bosphorus 4K (FPS)",HIB,8.22,7.97,8.15,8.17 "AOM AV1 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K (FPS)",HIB,12.64,11.99,12.04,12.21 "AOM AV1 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K (FPS)",HIB,14.32,14.09,14.17,14.11 "AOM AV1 - Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,0.05,0.05,0.05,0.05 "AOM AV1 - Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,1.97,1.98,1.97,1.98 "AOM AV1 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p (FPS)",HIB,3.01,3.01,2.99,3 "AOM AV1 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,4.64,4.61,4.63,4.63 "AOM AV1 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p (FPS)",HIB,30.05,30.14,30.49,30.14 "AOM AV1 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p (FPS)",HIB,39.29,40.22,40.33,39.31 "AOM AV1 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p (FPS)",HIB,44.67,44.94,44.72,44.53 "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 "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 "Kvazaar - Video Input: Bosphorus 4K - Video Preset: Very Fast (FPS)",HIB,2.32,2.32,2.31,2.3 "Kvazaar - Video Input: Bosphorus 4K - Video Preset: Ultra Fast (FPS)",HIB,4.08,4.07,4.05,4.06 "Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Very Fast (FPS)",HIB,11.38,11.35,11.25,11.27 "Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Ultra Fast (FPS)",HIB,20.02,19.96,19.94,19.79 "rav1e - Speed: 1 (FPS)",HIB,0.094,0.094,0.094,0.093 "rav1e - Speed: 5 (FPS)",HIB,0.617,0.614,0.616,0.615 "rav1e - Speed: 6 (FPS)",HIB,0.842,0.838,0.848,0.838 "rav1e - Speed: 10 (FPS)",HIB,2.643,2.637,2.645,2.625 "ONNX Runtime - Model: yolov4 - Device: CPU (Inferences/min)",HIB,92,92,91, "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU (Inferences/min)",HIB,16,16,16, "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, "Chia Blockchain VDF - Test: Square Plain C++ (IPS)",HIB,101800,101100,101700,101000 "Chia Blockchain VDF - Test: Square Assembly Optimized (IPS)",HIB,147900,144400,148000,148200 "LZ4 Compression - Compression Level: 1 - Compression Speed (MB/s)",HIB,5638.1,5635.08,5654.04,5642.74 "LZ4 Compression - Compression Level: 1 - Decompression Speed (MB/s)",HIB,6752,6752.3,6746.4,6745.7 "LZ4 Compression - Compression Level: 3 - Compression Speed (MB/s)",HIB,36.36,35.35,36.4,36.36 "LZ4 Compression - Compression Level: 3 - Decompression Speed (MB/s)",HIB,6569.6,6512.9,6564.5,6574.5 "LZ4 Compression - Compression Level: 9 - Compression Speed (MB/s)",HIB,35.45,35.43,35.16,35.49 "LZ4 Compression - Compression Level: 9 - Decompression Speed (MB/s)",HIB,6558.1,6556.6,6545.1,6557.4 "Zstd Compression - Compression Level: 3 - Compression Speed (MB/s)",HIB,626.5,630.6,630.8,631.6 "Zstd Compression - Compression Level: 3 - Decompression Speed (MB/s)",HIB,2713.4,2709.7,2704.1,2713.3 "Zstd Compression - Compression Level: 8 - Compression Speed (MB/s)",HIB,120.5,115.8,113,113.3 "Zstd Compression - Compression Level: 8 - Decompression Speed (MB/s)",HIB,2781.6,2767.9,2789.9,2801.2 "Zstd Compression - Compression Level: 19 - Compression Speed (MB/s)",HIB,9.64,9.89,9.54,9.82 "Zstd Compression - Compression Level: 19 - Decompression Speed (MB/s)",HIB,2318.1,2328.2,2319.7,2312.1 "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,2890.7,2900.6,2890.7,2891.8 "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,2960.7,2967.2,2975.3,2896.9 "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, Long Mode - Decompression Speed (MB/s)",HIB,2398.9,2411,2404.3,2362.1 "Zstd Compression - Compression Level: 3 - Compression Speed (MB/s)",HIB,643.7,634.8,631.1,628.7 "Zstd Compression - Compression Level: 3 - Decompression Speed (MB/s)",HIB,2455.5,2455,2459.2,2458 "Zstd Compression - Compression Level: 8 - Compression Speed (MB/s)",HIB,112.5,112.9,113,112.5 "Zstd Compression - Compression Level: 8 - Decompression Speed (MB/s)",HIB,2517.5,2533.6,2532.4,2523.2 "Zstd Compression - Compression Level: 19 - Compression Speed (MB/s)",HIB,8.44,8.52,8.32,8.49 "Zstd Compression - Compression Level: 19 - Decompression Speed (MB/s)",HIB,2201.2,2157.9,2200.6,2196.7 "Zstd Compression - Compression Level: 3, Long Mode - Compression Speed (MB/s)",HIB,259.6,260.1,261.4,258 "Zstd Compression - Compression Level: 3, Long Mode - Decompression Speed (MB/s)",HIB,2608.5,2615.3,2611.8,2618.1 "Zstd Compression - Compression Level: 8, Long Mode - Compression Speed (MB/s)",HIB,110.8,110.5,112.6,112.4 "Zstd Compression - Compression Level: 8, Long Mode - Decompression Speed (MB/s)",HIB,2695.4,2686.6,2703.7,2700.8 "Zstd Compression - Compression Level: 19, Long Mode - Compression Speed (MB/s)",HIB,7.48,7.21,7.27,7.2 "Zstd Compression - Compression Level: 19, Long Mode - Decompression Speed (MB/s)",HIB,2246.1,2250.6,2249.5,2265.5 "Sockperf - Test: Throughput (Messages/sec)",HIB,284833,304433,306586,342704 "QuantLib - (MFLOPS)",HIB,1824.8,1783.8,1812.2,1816.5 "LuaRadio - Test: Five Back to Back FIR Filters (MiB/s)",HIB,275,274.3,275.3,274.2 "LuaRadio - Test: FM Deemphasis Filter (MiB/s)",HIB,332.7,332.8,333.1,331.9 "LuaRadio - Test: Hilbert Transform (MiB/s)",HIB,72.1,71.9,71.9,72 "LuaRadio - Test: Complex Phase (MiB/s)",HIB,426,424.1,427.4,422.7 "GNU Radio - Test: Five Back to Back FIR Filters (MiB/s)",HIB,265.5,264.4,263.8,263 "GNU Radio - Test: Signal Source (Cosine) (MiB/s)",HIB,1988.6,1998.9,1972.9,2004.7 "GNU Radio - Test: FIR Filter (MiB/s)",HIB,488.8,501.2,494.7,489.4 "GNU Radio - Test: IIR Filter (MiB/s)",HIB,387.3,386.8,381.4,385.7 "GNU Radio - Test: FM Deemphasis Filter (MiB/s)",HIB,524.2,527.5,525.7,523.2 "GNU Radio - Test: Hilbert Transform (MiB/s)",HIB,312.1,319,284.7,314.4 "JPEG XL libjxl - Input: PNG - Encode Speed: 5 (MP/s)",HIB,8.7,8.6,8.64,8.59 "JPEG XL libjxl - Input: PNG - Encode Speed: 7 (MP/s)",HIB,3.17,3.16,3.18,3.16 "JPEG XL libjxl - Input: PNG - Encode Speed: 8 (MP/s)",HIB,0.5,0.51,0.51,0.51 "JPEG XL libjxl - Input: JPEG - Encode Speed: 5 (MP/s)",HIB,37.75,37.76,37.79,37.9 "JPEG XL libjxl - Input: JPEG - Encode Speed: 7 (MP/s)",HIB,37.84,37.67,37.46,37.56 "JPEG XL libjxl - Input: JPEG - Encode Speed: 8 (MP/s)",HIB,16.24,16.52,16.46,16.58 "JPEG XL Decoding libjxl - CPU Threads: 1 (MP/s)",HIB,34.2,34.21,34.23,34.23 "JPEG XL Decoding libjxl - CPU Threads: All (MP/s)",HIB,40.52,40.84,40.87,40.66 "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, "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, "PJSIP - Method: INVITE (Responses/sec)",HIB,2991,2961,2990, "PJSIP - Method: OPTIONS, Stateful (Responses/sec)",HIB,6295,6396,6330, "PJSIP - Method: OPTIONS, Stateless (Responses/sec)",HIB,34668,34645,34505, "Liquid-DSP - Threads: 1 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,41114000,41271000,41281000, "Liquid-DSP - Threads: 2 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,79537000,79380000,79513000, "Liquid-DSP - Threads: 4 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,78959000,78841000,79071000, "OpenCV - Test: Features 2D (ms)",LIB,302071,274139,280948, "OpenCV - Test: Object Detection (ms)",LIB,85803,85537,96364, "OpenCV - Test: DNN - Deep Neural Network (ms)",LIB,41096,41310,44723, "Timed Godot Game Engine Compilation - Time To Compile (sec)",LIB,774.12,773.361,773.757, "Timed Mesa Compilation - (sec)",LIB,,,, "Timed Wasmer Compilation - Time To Compile (sec)",LIB,353.032,352.152,354.11, "VOSK Speech Recognition Toolkit - (sec)",LIB,29.216,29.807,29.084, "ASTC Encoder - Preset: Medium (sec)",LIB,6.3383,6.3492,6.3564, "ASTC Encoder - Preset: Thorough (sec)",LIB,44.3433,44.4648,44.5018, "ASTC Encoder - Preset: Exhaustive (sec)",LIB,425.0397,426.0716,426.6637, "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: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.005,0.005,0.005, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.002,0.002,0.002, "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: JAX - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.007,0.007,0.007, "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: JAX - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.031,0.032,0.034, "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: JAX - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.133,0.133,0.132, "PyHPC Benchmarks - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.577,1.586,1.58, "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: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.006,0.006,0.006, "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: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.025,0.025,0.025, "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: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.014,0.014,0.014, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.029,0.03,0.03, "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: Aesara - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.002,0.002,0.002, "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: Aesara - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.008,0.008,0.008, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.033,0.033,0.034, "PyHPC Benchmarks - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.022,0.022,0.022, "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: Numpy - Project Size: 262144 - Benchmark: Equation of State (sec)",LIB,0.123,0.124,0.125, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.22,0.219,0.219, "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: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.131,0.133,0.134, "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: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.434,0.442,0.431, "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: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,1.84,1.83,1.833, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.519,0.518,0.519, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.951,0.948,0.957, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,2.465,2.45,2.489, "PyHPC Benchmarks - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing (sec)",LIB,3.914,3.823,3.842, "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: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,0.008,0.008,0.008, "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: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,0.033,0.033,0.033, "PyHPC Benchmarks - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.115,0.117,0.114, "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: Aesara - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.456,0.468,0.458, "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: 262144 - Benchmark: Equation of State (sec)",LIB,0.01,0.01,0.012, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,0.134,0.134,0.134, "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: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing (sec)",LIB,0.613,0.619,0.622, "PyHPC Benchmarks - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State (sec)",LIB,0.176,0.176,0.183, "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: TensorFlow - Project Size: 16384 - Benchmark: Equation of State (sec)",LIB,0.004,0.004,0.004, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing (sec)",LIB,,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State (sec)",LIB,0.009,0.011,0.008, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing (sec)",LIB,,,, "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: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing (sec)",LIB,,,, "PyHPC Benchmarks - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State (sec)",LIB,0.054,0.056,0.057, "PyHPC Benchmarks - 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