Figure 2 (a) - Accuracy vs MACs,,,,,,,,,,,,,, ,,,,,,,,,,,,,, Width,0.3,,,,,,,,,,,,, Accuracy,34.6,41.45,45.07,48.17,49.61,51.91,52.36,54.79,,,,,, MACs,4.31,7.21,9.21,13.34,16.07,21.4,24.9,31.5,,,,,, ,,,,,,,,,,,,,, Width,0.5,,,,,,,,,,,,, Accuracy,36.4,41.8,49.6,53.2,56.7,58.2,61.7,62.5,,,,,, MACs,5.9,8.2,14.1,17.8,26.1,30.9,41.8,48,,,,,, ,,,,,,,,,,,,,, Width,0.75,,,,,,,,,,,,, Accuracy,41.54,48.09,57.47,60.12,63.76,65.78,67.17,68.65,,,,,, MACs,12,16.7,28.9,36.3,53.8,63.8,86.5,99.1,,,,,, ,,,,,,,,,,,,,, MCUNetV1-F469,,,,,,,,,,,,,, Accuracy,60.3,,,,,,,,,,,,, MACs,67.6,,,,,,,,,,,,, ,,,,,,,,,,,,,, MCUNetV2-F469,,,,,,,,,,,,,, Accuracy,64.9,,,,,,,,,,,,, MACs,119,,,,,,,,,,,,, ,,,,,,,,,,,,,, MCUNetV1-F746,,,,,,,,,,,,,, Accuracy,62.5,,,,,,,,,,,,, MACs,81.8,,,,,,,,,,,,, ,,,,,,,,,,,,,, Proxyless-w0.10-r192,,,,,,,,,,,,,, Accuracy,28.8,,,,,,,,,,,,, MACs,7.8,,,,,,,,,,,,, ,,,,,,,,,,,,,, Proxyless-w0.30-r144,,,,,,,,,,,,,, Accuracy,51.79,,,,,,,,,,,,, MACs,21.4,,,,,,,,,,,,, ,,,,,,,,,,,,,, Proxyless-w0.30-r176,,,,,,,,,,,,,, Accuracy,54.79,,,,,,,,,,,,, MACs,31.5,,,,,,,,,,,,, ,,,,,,,,,,,,,, Proxyless-w0.55-r176,,,,,,,,,,,,,, Accuracy,66.12,,,,,,,,,,,,, MACs,81.7,,,,,,,,,,,,, ,,,,,,,,,,,,,, Figure 2 (b) - Accuracy vs Latency,,,,,,,,,,,,,, ,,,,,,,,,,,,,, Width,0.3,Internal,,,,,,,,,,,, Accuracy,28.75,34.6,41.45,45.07,48.17,49.61,51.91,,,,,,, Latency,160,229,369,475,666,809,1057,,,,,,, ,,,,,,,,,,,,,, Width,0.5,External,,,,,,,,,,,, Accuracy,36.4,41.8,49.6,53.2,56.7,58.2,61.7,62.5,64.32,64.33,,,,"prox_075_acc = [41.54, 48.09, 57.47, 60.12, 63.76, 65.78, 67.17, 68.65] #, 69.32] #, 69.83, 70.94] #, 71.23]" Latency,588,796,1262,1590,2239,2685,3539,4104,5139,5821,,,,"prox_075_ext_lat_f469 = [1090, 1468, 2329, 2923, 4115, 4927, 6499, 7526]" ,,,,,,,,,,,,,,prox_075_ext_lat = prox_075_ext_lat_f469 Width,0.5,TinyOps,,,,,,,,,,,,"prox_075_sdram_sram_lat_f469 = [755, 959, 1454]" Accuracy,36.4,41.8,49.6,53.2,56.7,58.2,61.7,62.5,64.32,64.33,,,,prox_075_sdram_sram_lat = prox_075_sdram_sram_lat_f469 Latency,398,493,730,864,1196,1367,1820,2002,2467,2766,,,,"prox_075_top_lat = [753, 963, 1407, 1675, 2193, 2527, 3354, 3681]" ,,,,,,,,,,,,,, Width,0.75,External,,,,,,,,,,,, Accuracy,41.54,48.09,57.47,60.12,63.76,65.78,67.17,68.65,,,,,, Latency,1090,1468,2329,2923,4115,4927,6499,7526,,,,,, ,,,,,,,,,,,,,, Width,0.75,TinyOps,,,,,,,,,,,, Accuracy,41.54,48.09,57.47,60.12,63.76,65.78,67.17,68.65,,,,,, Latency,753,963,1407,1675,2193,2527,3354,3681,,,,,, ,,,,,,,,,,,,,, MCUNetV1-F469,,,,,,,,,,,,,, Accuracy,60.3,,,,,,,,,,,,, Latency,1057,,,,,,,,,,,,,