onnx runtime zstd

AMD Ryzen 7 PRO 6850U testing with a LENOVO 21CM0001US (R22ET51W 1.21 BIOS) and AMD Radeon 680M 1GB on Ubuntu 22.10 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 2302110-NE-ONNXRUNTI70
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a
February 11 2023
  1 Hour, 10 Minutes
b
February 11 2023
  1 Hour, 10 Minutes
c
February 11 2023
  1 Hour, 10 Minutes
d
February 11 2023
  1 Hour, 10 Minutes
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onnx runtime zstd AMD Ryzen 7 PRO 6850U testing with a LENOVO 21CM0001US (R22ET51W 1.21 BIOS) and AMD Radeon 680M 1GB on Ubuntu 22.10 via the Phoronix Test Suite. ,,"a","b","c","d" Processor,,AMD Ryzen 7 PRO 6850U @ 4.77GHz (8 Cores / 16 Threads),AMD Ryzen 7 PRO 6850U @ 4.77GHz (8 Cores / 16 Threads),AMD Ryzen 7 PRO 6850U @ 4.77GHz (8 Cores / 16 Threads),AMD Ryzen 7 PRO 6850U @ 4.77GHz (8 Cores / 16 Threads) Motherboard,,LENOVO 21CM0001US (R22ET51W 1.21 BIOS),LENOVO 21CM0001US (R22ET51W 1.21 BIOS),LENOVO 21CM0001US (R22ET51W 1.21 BIOS),LENOVO 21CM0001US (R22ET51W 1.21 BIOS) Chipset,,AMD Device 14b5,AMD Device 14b5,AMD Device 14b5,AMD Device 14b5 Memory,,16GB,16GB,16GB,16GB Disk,,512GB Micron MTFDKBA512TFK,512GB Micron MTFDKBA512TFK,512GB Micron MTFDKBA512TFK,512GB Micron MTFDKBA512TFK Graphics,,AMD Radeon 680M 1GB (2200/400MHz),AMD Radeon 680M 1GB (2200/400MHz),AMD Radeon 680M 1GB (2200/400MHz),AMD Radeon 680M 1GB (2200/400MHz) Audio,,AMD Rembrandt Radeon HD Audio,AMD Rembrandt Radeon HD Audio,AMD Rembrandt Radeon HD Audio,AMD Rembrandt Radeon HD Audio Network,,Qualcomm QCNFA765,Qualcomm QCNFA765,Qualcomm QCNFA765,Qualcomm QCNFA765 OS,,Ubuntu 22.10,Ubuntu 22.10,Ubuntu 22.10,Ubuntu 22.10 Kernel,,6.1.0-060100rc2daily20221028-generic (x86_64),6.1.0-060100rc2daily20221028-generic (x86_64),6.1.0-060100rc2daily20221028-generic (x86_64),6.1.0-060100rc2daily20221028-generic (x86_64) Desktop,,GNOME Shell 43.0,GNOME Shell 43.0,GNOME Shell 43.0,GNOME Shell 43.0 Display Server,,X Server + Wayland,X Server + Wayland,X Server + Wayland,X Server + Wayland OpenGL,,4.6 Mesa 22.2.1 (LLVM 15.0.2 DRM 3.49),4.6 Mesa 22.2.1 (LLVM 15.0.2 DRM 3.49),4.6 Mesa 22.2.1 (LLVM 15.0.2 DRM 3.49),4.6 Mesa 22.2.1 (LLVM 15.0.2 DRM 3.49) Vulkan,,1.3.224,1.3.224,1.3.224,1.3.224 Compiler,,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0 File-System,,ext4,ext4,ext4,ext4 Screen Resolution,,1920x1200,1920x1200,1920x1200,1920x1200 ,,"a","b","c","d" "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,79.8976,80.0631,79.8964,79.1687 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,12.5089,12.4834,12.5091,12.6243 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,82.1847,89.421,92.3389,80.9612 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,12.158,11.1748,10.8221,12.3418 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,4.81183,4.89053,4.85635,4.71553 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,207.815,204.472,205.911,212.061 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,6.66706,6.33386,4.6377,4.65036 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,149.984,157.874,215.616,215.03 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,7.30784,7.68535,7.46141,7.44275 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,136.834,130.113,134.019,134.355 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,10.8926,11.0216,10.8695,7.28019 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,91.7992,90.7239,91.9938,137.353 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,283.465,291.299,289.293,289.149 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,3.52574,3.4307,3.4545,3.45622 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,336.841,297.641,335.135,336.714 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,2.96616,3.35715,2.98143,2.96729 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,0.652903,0.660573,0.688063,0.687937 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,1531.61,1513.83,1453.35,1453.61 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,1.06759,0.692005,0.689648,1.07163 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,936.682,1445.07,1450.01,933.153 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,14.707,14.5215,15.2791,14.9103 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,67.9915,68.8604,65.4462,67.065 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,21.8453,21.9682,21.9416,21.9199 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,45.7728,45.5162,45.57,45.6169 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,110.183,110.717,110.564,110.538 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,9.07349,9.02988,9.04234,9.04455 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,120.228,112.269,112.244,112.078 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,8.31409,8.90396,8.90587,8.91846 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,51.8882,52.3344,51.7394,52.0531 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,19.2696,19.105,19.3254,19.2088 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,72.6,72.8737,72.7577,50.8368 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,13.7702,13.7184,13.7405,19.6643 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,25.2513,25.2707,25.6741,25.6501 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,39.5979,39.5676,38.946,38.9827 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,30.1729,26.439,29.9516,27.8055 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,33.1361,37.8157,33.3819,35.9574 "Zstd Compression - Compression Level: 3 - Compression Speed (MB/s)",HIB,1003.7,1006.6,1008.4,999.8 "Zstd Compression - Compression Level: 3 - Decompression Speed (MB/s)",HIB,1627.1,1631.2,1632,1640.9 "Zstd Compression - Compression Level: 8 - Compression Speed (MB/s)",HIB,275.6,276.1,276.8,275 "Zstd Compression - Compression Level: 8 - Decompression Speed (MB/s)",HIB,1723.7,1738.6,1749.9,1754.5 "Zstd Compression - Compression Level: 12 - Compression Speed (MB/s)",HIB,99,99.6,98.8,99.3 "Zstd Compression - Compression Level: 12 - Decompression Speed (MB/s)",HIB,1782.6,1790.2,1763.8,1753.1 "Zstd Compression - Compression Level: 19 - Compression Speed (MB/s)",HIB,10.3,10.4,10.4,10.2 "Zstd Compression - Compression Level: 19 - Decompression Speed (MB/s)",HIB,1503.9,1501.7,1503.7,1510.8 "Zstd Compression - Compression Level: 3, Long Mode - Compression Speed (MB/s)",HIB,448.2,448.6,515.3,455.3 "Zstd Compression - Compression Level: 3, Long Mode - Decompression Speed (MB/s)",HIB,1629.9,1645.9,1658.4,1648.9 "Zstd Compression - Compression Level: 8, Long Mode - Compression Speed (MB/s)",HIB,281.3,282.3,282.9,281.9 "Zstd Compression - Compression Level: 8, Long Mode - Decompression Speed (MB/s)",HIB,1780.2,1778.5,1754.7,1764 "Zstd Compression - Compression Level: 19, Long Mode - Compression Speed (MB/s)",HIB,6.05,5.98,5.96,6.06 "Zstd Compression - Compression Level: 19, Long Mode - Decompression Speed (MB/s)",HIB,1439,1438.8,1433.9,1436