Coder Radio XPS 13 ML Ubuntu Benchmark, "AI Benchmark Alpha 0.1.2 - Device Inference Score", Higher Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04", "AI Benchmark Alpha 0.1.2 - Device Training Score", Higher Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04", "AI Benchmark Alpha 0.1.2 - Device AI Score", Higher Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04", "Mlpack Benchmark - Benchmark: scikit_ica", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",119.46171498299,124.78033733368,125.43396162987 "Mlpack Benchmark - Benchmark: scikit_qda", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",138.21839213371,138.42164325714,138.08676171303 "Mlpack Benchmark - Benchmark: scikit_svm", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",34.705406904221,34.698237657547,34.588931322098 "Mlpack Benchmark - Benchmark: scikit_linearridgeregression", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",13.516548871994,13.455864191055,13.525872468948 "Mobile Neural Network 2020-09-17 - Model: SqueezeNetV1.0", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",8.884,11.475,11.472,11.386,11.412,11.667,11.584,11.379,11.626,11.446,11.485 "ThinkPad X1 Fedora Comet Lake",18.181,17.858,18.081 "Mobile Neural Network 2020-09-17 - Model: resnet-v2-50", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",54.666,54.654,54.781,54.018,54.016,55.588,54.903,53.905,54.855,54.684,55.531 "ThinkPad X1 Fedora Comet Lake",85.028,89.609,90.412 "Mobile Neural Network 2020-09-17 - Model: MobileNetV2_224", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",6.265,6.23,6.242,6.252,6.199,6.28,6.207,6.187,6.207,6.229,6.325 "ThinkPad X1 Fedora Comet Lake",7.918,11.863,9.072 "Mobile Neural Network 2020-09-17 - Model: mobilenet-v1-1.0", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",6.609,8.486,8.522,8.515,8.5,8.506,8.477,8.491,8.482,8.49,8.446 "ThinkPad X1 Fedora Comet Lake",11.059,14.149,14.229 "Mobile Neural Network 2020-09-17 - Model: inception-v3", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",68.341,68.236,68,68.541,67.925,69.84,68.301,67.897,68.327,67.933,70.416 "ThinkPad X1 Fedora Comet Lake",107.436,94.715,90.989 "NCNN 20201218 - Target: CPU - Model: mobilenet", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",36.15,34.46,34.48 "ThinkPad X1 Fedora Comet Lake",46.98,39.53,46.9,46.63,46.72,49.41,46.79,42.46,46.86,38.62,46.79,46.71 "NCNN 20201218 - Target: CPU-v2-v2 - Model: mobilenet-v2", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",7.67,7.83,7.83 "ThinkPad X1 Fedora Comet Lake",8.22,12.22,8.47,12.61,12.21,8.36,12.25,12.22,8.46,12.24,12.26,8.46 "NCNN 20201218 - Target: CPU-v3-v3 - Model: mobilenet-v3", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",6.67,6.73,6.73 "ThinkPad X1 Fedora Comet Lake",6.78,10.06,8.1,9.99,10.01,8.05,10.04,9.99,8.12,9.98,10.06,8.07 "NCNN 20201218 - Target: CPU - Model: shufflenet-v2", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",8.9,10.15,10.93 "ThinkPad X1 Fedora Comet Lake",9.05,16.19,13.06,16.13,16.29,13.05,16.23,16.1,13.13,16.24,16.44,13.1 "NCNN 20201218 - Target: CPU - Model: mnasnet", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",7.09,8.55,8.65 "ThinkPad X1 Fedora Comet Lake",6.85,10.81,8.68,10.73,10.76,8.66,10.78,10.74,8.68,10.83,10.84,8.77 "NCNN 20201218 - Target: CPU - Model: efficientnet-b0", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",12.48,12.52,12.6 "ThinkPad X1 Fedora Comet Lake",11.98,16.75,13.6,16.61,16.54,13.55,16.61,16.48,13.62,16.63,16.68,13.59 "NCNN 20201218 - Target: CPU - Model: blazeface", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",2.89,2.85,2.81 "ThinkPad X1 Fedora Comet Lake",3.41,4.11,3.35,4.13,4.14,3.35,4.1,4.08,3.34,4.11,4.16,3.35 "NCNN 20201218 - Target: CPU - Model: googlenet", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",25.23,24.89,24.9 "ThinkPad X1 Fedora Comet Lake",27.58,33.6,30.13,33.82,33.73,27.41,33.64,33.82,27.44,34.28,33.77,27.51 "NCNN 20201218 - Target: CPU - Model: vgg16", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",68.38,68.99,68.14 "ThinkPad X1 Fedora Comet Lake",104.18,109.09,109.7,107.18,109.45,108.83,104.42,111.88,104.39,120.97,110.24,104.21 "NCNN 20201218 - Target: CPU - Model: resnet18", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",22.07,22.03,22.11 "ThinkPad X1 Fedora Comet Lake",26.5,32.63,32.08,31.86,31.94,26.46,32.55,31.86,26.49,32,31.84,26.6 "NCNN 20201218 - Target: CPU - Model: alexnet", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",19.04,19.09,19.05 "ThinkPad X1 Fedora Comet Lake",25.59,27.79,27.87,25.05,28.34,24.78,25.78,27.57,24.91,28.4,27.7,24.77 "NCNN 20201218 - Target: CPU - Model: resnet50", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",50.93,51.24,50.86 "ThinkPad X1 Fedora Comet Lake",60.91,71.3,71.99,53.6,71.51,71.47,53.41,70.66,71.91,64.26,71.17,74.21 "NCNN 20201218 - Target: CPU - Model: yolov4-tiny", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",45.74,44.16,44.04 "ThinkPad X1 Fedora Comet Lake",59.85,50.76,60.29,59.52,57.75,60.14,59.92,50.83,59.71,56.25,50.35,59.87 "NCNN 20201218 - Target: CPU - Model: squeezenet_ssd", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",40.06,39.34,39.44 "ThinkPad X1 Fedora Comet Lake",48.31,46.99,47.72,39.68,47.3,47.26,40.04,47.1,47.71,40.05,47.3,47.84 "NCNN 20201218 - Target: CPU - Model: regnety_400m", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",20.91,21.45,20.97 "ThinkPad X1 Fedora Comet Lake",20.07,23.95,19.94,23.92,24.64,19.89,24.03,23.96,19.86,23.92,24.18,19.77 "NCNN 20201218 - Target: Vulkan GPU - Model: mobilenet", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",34.58,34.68,36.06 "ThinkPad X1 Fedora Comet Lake",46.66,46.21,46.36 "NCNN 20201218 - Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",7.65,7.74,7.73 "ThinkPad X1 Fedora Comet Lake",8.21,12.33,8.37 "NCNN 20201218 - Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",6.68,6.7,6.71 "ThinkPad X1 Fedora Comet Lake",6.73,10.06,8.06 "NCNN 20201218 - Target: Vulkan GPU - Model: shufflenet-v2", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",8.96,10.97,10.96 "ThinkPad X1 Fedora Comet Lake",9.05,16.28,13.06 "NCNN 20201218 - Target: Vulkan GPU - Model: mnasnet", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",7.06,8.63,8.71 "ThinkPad X1 Fedora Comet Lake",6.83,10.82,8.67 "NCNN 20201218 - Target: Vulkan GPU - Model: efficientnet-b0", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",10.5,12.46,12.52 "ThinkPad X1 Fedora Comet Lake",11.11,16.55,13.56 "NCNN 20201218 - Target: Vulkan GPU - Model: blazeface", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",2.68,2.86,2.87 "ThinkPad X1 Fedora Comet Lake",2.29,4.07,3.35 "NCNN 20201218 - Target: Vulkan GPU - Model: googlenet", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",23.42,25.43,24.9 "ThinkPad X1 Fedora Comet Lake",25.33,33.71,27.5 "NCNN 20201218 - Target: Vulkan GPU - Model: vgg16", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",68.3,69.02,70.15 "ThinkPad X1 Fedora Comet Lake",104.2,109.4,109.49 "NCNN 20201218 - Target: Vulkan GPU - Model: resnet18", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",22.06,22.11,22.58 "ThinkPad X1 Fedora Comet Lake",26.66,31.88,26.44 "NCNN 20201218 - Target: Vulkan GPU - Model: alexnet", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",19.01,19.06,19.63 "ThinkPad X1 Fedora Comet Lake",24.74,27.59,24.92 "NCNN 20201218 - Target: Vulkan GPU - Model: resnet50", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",50.93,51.37,51.09 "ThinkPad X1 Fedora Comet Lake",53.94,70.65,72.18 "NCNN 20201218 - Target: Vulkan GPU - Model: yolov4-tiny", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",44.08,44.15,45.82 "ThinkPad X1 Fedora Comet Lake",59.69,54.98,59.82 "NCNN 20201218 - Target: Vulkan GPU - Model: squeezenet_ssd", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",39.28,39.32,39.99 "ThinkPad X1 Fedora Comet Lake",39.74,47.04,47.35 "NCNN 20201218 - Target: Vulkan GPU - Model: regnety_400m", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",19.21,21.88,21.93 "ThinkPad X1 Fedora Comet Lake",16.47,24.01,19.93 "NCNN 20201218 - Target: CPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3", Lower Results Are Better "ThinkPad X1 Fedora Comet Lake",46.98,39.53,46.9,46.63,46.72,49.41,46.79,42.46,46.86,38.62,46.79,46.71 "NCNN 20201218 - Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3", Lower Results Are Better "ThinkPad X1 Fedora Comet Lake",46.66,46.21,46.36 "Numenta Anomaly Benchmark 1.1 - Detector: EXPoSE", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",1136.622,1137.235,1143.865 "Numenta Anomaly Benchmark 1.1 - Detector: Relative Entropy", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",46.261,49.83,49.94,47.606,48.503,49.516 "Numenta Anomaly Benchmark 1.1 - Detector: Windowed Gaussian", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",26.89,28.004,28.212 "Numenta Anomaly Benchmark 1.1 - Detector: Earthgecko Skyline", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",335.181,333.056,332.68 "Numenta Anomaly Benchmark 1.1 - Detector: Bayesian Changepoint", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",78.11,83.009,82.046,81.082 "Numpy Benchmark - ", Higher Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",294.09,292.63,292.83 "ThinkPad X1 Fedora Comet Lake",297.92,306.21,295.84 "oneDNN 2.0 - Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",10.2121,10.2255,10.3942 "ThinkPad X1 Fedora Comet Lake",11.0727,13.7883,13.4916,15.3315,18.2008,17.6911,17.6657,17.7193,17.584,17.5658,13.4855,13.4884,13.5211,18.038,17.9481 "oneDNN 2.0 - Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",6.57891,6.62238,6.57922 "ThinkPad X1 Fedora Comet Lake",17.9261,17.9651,17.9537 "oneDNN 2.0 - Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",2.13276,2.42084,2.44573,2.47138,2.45234,2.45199,2.44149,2.44948,2.4457,2.49511,2.45524,2.44405,2.46599,2.45499 "ThinkPad X1 Fedora Comet Lake",5.83105,5.8804,5.92606 "oneDNN 2.0 - Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",2.63168,2.63095,2.6268 "ThinkPad X1 Fedora Comet Lake",3.88441,3.89433,4.06162 "oneDNN 2.0 - Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",25.6275,25.9275,25.9295 "oneDNN 2.0 - Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",6.35614,6.31986,6.52336 "oneDNN 2.0 - Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",10.1149,10.6735,11.5176,11.7129,11.9271,11.7077,11.7187,11.7511,11.6917,11.7261,11.6939,11.7296,12.0534,11.7392,11.6902 "ThinkPad X1 Fedora Comet Lake",22.0489,22.0335,21.9905 "oneDNN 2.0 - Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",13.2271,14.6526,14.7313,14.7719,14.8839,14.6017,14.6553,14.9139,14.7817,14.7199,14.7172,14.8247,14.7429 "ThinkPad X1 Fedora Comet Lake",17.6191,18.646,22.9682,23.1258,24.2319,23.0506,17.4102,17.5236,17.7281,23.047,23.2988,22.8666,23.5169,17.7409,17.8905 "oneDNN 2.0 - Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",13.3113,13.4457,13.4805 "ThinkPad X1 Fedora Comet Lake",15.3335,15.9607,16.2461 "oneDNN 2.0 - Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",7.89417,7.96099,7.94834 "ThinkPad X1 Fedora Comet Lake",20.8196,21.2631,21.3457 "oneDNN 2.0 - Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",2.64487,3.02137,3.00003,3.00529,2.92736,2.94389,3.00433,2.9583,2.95651,2.92842,2.9791,2.94199 "ThinkPad X1 Fedora Comet Lake",21.7005,21.9579,21.9931 "oneDNN 2.0 - Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",3.14313,3.13319,3.1342 "ThinkPad X1 Fedora Comet Lake",8.07211,8.11724,8.36007 "oneDNN 2.0 - Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",8872.88,8854.18,8860.9 "ThinkPad X1 Fedora Comet Lake",16560.7,13842.8,16760.5,15864.6,14608.9,16583.2,16349.4,16087.4,14933,16747.7,15770.7,14650.6 "oneDNN 2.0 - Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",4525.22,19113.8,4525,4513.75,4519.5,4523.21,4526.05,4523.06,4515.37,4520.11,4516.16,4515.87 "ThinkPad X1 Fedora Comet Lake",8804.98,8172.9,8670.99,8128.19,8659.05,7992.39,8667.08,6869.89,8668.69,7413.69,8709.37,7823.72 "oneDNN 2.0 - Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",8911.89,8849.5,8864.6 "ThinkPad X1 Fedora Comet Lake",16674,15210.4,14442.6,16863.8,16408,14339.4,16699,15758.6,15866.4,16629.3,14293.1,16759.3 "oneDNN 2.0 - Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",52.4211,52.4049,52.4592 "oneDNN 2.0 - Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",54.3106,59.0436,57.1185,58.0033,56.9727,56.8787 "oneDNN 2.0 - Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",52.6364,52.8202,52.5906 "oneDNN 2.0 - Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",4511.43,4524.26,4548.64 "ThinkPad X1 Fedora Comet Lake",8202.37,8732.43,7546.92,8737.22,7149.12,8635.72,7510.33,8725.22,7006.05,8766.39,6945.1,8803.47,6831.61,8685.4,7788.87 "oneDNN 2.0 - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",3.90455,3.96078,3.9336 "ThinkPad X1 Fedora Comet Lake",5.83001,5.83654,7.44348,7.11891,7.13535,7.11758,7.12016,7.25972,7.156,7.12198,7.0843,7.12407,5.81977,5.84752,5.96518 "oneDNN 2.0 - Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",8855.98,8860.11,8861.06 "ThinkPad X1 Fedora Comet Lake",16865.9,16532.7,13918.5,17025,15970.5,14582.3,16709.7,15440.6,14448,16793.8,15044.2,16717.7 "oneDNN 2.0 - Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",4506.94,4524.6,4518.27 "ThinkPad X1 Fedora Comet Lake",8486.4,8624.52,7335.64,8705.45,7622.46,8697.95,7300.52,8739.09,6860.78,8671.65,7020.11,8640.85,6903.69,8683.85,7242.49 "oneDNN 2.0 - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",2.1136,2.13757,2.11804 "ThinkPad X1 Fedora Comet Lake",10.3044,11.7185,13.0618,13.0184,13.032,13.0553,13.0297,13.0535,13.0046,10.531,10.0824,10.1073,10.0476,10.0809,13.2353 "oneDNN 2.0 - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",10.7118,11.8792,12.363,11.6865,11.8314,11.8361,11.7597,11.8233,12.5017,11.8217,11.7769,11.6951 "OpenCV 4.4 - Test: DNN - Deep Neural Network", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",5311,5519,5224 "ThinkPad X1 Fedora Comet Lake",7328,7899,6867,7247,6439,7019,6463,6186,7108,7140,7347,18577 "PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: CPU", Higher Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",6.51,6.44,6.45 "ThinkPad X1 Fedora Comet Lake",3.78,3.69,3.92,3.64,3.58,3.77,3.77 "PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU", Higher Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",3.25,3.27,3.3 "ThinkPad X1 Fedora Comet Lake",2.58,2.56,2.56 "RNNoise 2020-06-28 - ", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",31.93,31.956,31.955 "Scikit-Learn 0.22.1 - ", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",18.193,17.774,17.732 "TensorFlow Lite 2020-08-23 - Model: SqueezeNet", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",595968,637534,632829,635061,636041 "ThinkPad X1 Fedora Comet Lake",686915,837596,805453,684472,828397,802543,711574,836486,716147,793133,843838,682798,807371,775532,731765 "TensorFlow Lite 2020-08-23 - Model: Inception V4", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",9156030,9262090,9242570 "ThinkPad X1 Fedora Comet Lake",11163600,11135000,11104800 "TensorFlow Lite 2020-08-23 - Model: NASNet Mobile", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",446483,460808,459283 "ThinkPad X1 Fedora Comet Lake",628540,568372,586913,639210,538868,643195,585019,540246,641188,575199,577580,646970,600400,549332,642500 "TensorFlow Lite 2020-08-23 - Model: Mobilenet Float", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",418677,426110,428140 "ThinkPad X1 Fedora Comet Lake",463808,565579,517910,511638,572279,486515,546440,569704,467984,572623,532390,495822,573781,500312,502901 "TensorFlow Lite 2020-08-23 - Model: Mobilenet Quant", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",410024,424359,424135 "ThinkPad X1 Fedora Comet Lake",561442,488063,549195,570027,472134,575762,552604,516770,575054,554703,469658,567410,572381,471503,541746 "TensorFlow Lite 2020-08-23 - Model: Inception ResNet V2", Lower Results Are Better "XPS 13 Tiger Lake Ubuntu 20.04",8262300,8371000,8354780 "ThinkPad X1 Fedora Comet Lake",10156400,10297800,10079600