arch,model,mode,raptor_pipeline,pimcomp_pipeline,raptor_functional_validation,pimcomp_functional_validation,raptor_latency_ms,pimcomp_latency_ms,raptor_throughput_samples_s,pimcomp_throughput_samples_s,raptor_power_mw,pimcomp_power_mw,raptor_energy_pj,pimcomp_energy_pj,better_compiler,speedup arch-a,vgg8,latency,1,element,PASS,PASS,1.52,7.99,NA,NA,321.05,200.11,487455139.04,1597904071.12,raptor,5.26 arch-a,vgg8,throughput,2,batch,PASS,PASS,0.91,1.04,1100.00,965.00,429.31,482.60,407972136.20,541691691.00,raptor,1.14 arch-a,vgg8,throughput,4,batch,PASS,PASS,0.78,1.04,1280.00,965.00,457.04,482.60,415761605.20,541691691.00,raptor,1.33 arch-a,vgg8,throughput,8,batch,PASS,PASS,0.78,1.04,1290.00,965.00,464.07,482.60,396424007.70,541691691.00,raptor,1.34 arch-a,resnet18,latency,1,element,PASS,FAIL,14.03,58.18,NA,NA,455.67,238.39,6394478521.12,13868866808.12,raptor,4.15 arch-a,resnet18,throughput,2,batch,PASS,FAIL,11.73,13.46,85.20,74.30,503.11,481.60,6628073894.00,6563451004.00,raptor,1.15 arch-a,resnet18,throughput,4,batch,PASS,FAIL,19.21,13.46,52.10,74.30,380.10,481.60,7957033431.00,6563451004.00,pimcomp,1.43 arch-a,resnet18,throughput,8,batch,PASS,FAIL,19.93,13.46,50.20,74.30,361.80,481.60,7763795670.00,6563451004.00,pimcomp,1.48 arch-a,resnet34,latency,1,element,PASS,FAIL,29.72,66.71,NA,NA,411.81,277.49,12238321706.68,18511425563.68,raptor,2.24 arch-a,resnet34,throughput,2,batch,PASS,FAIL,23.27,23.58,43.00,42.40,471.72,515.68,13055037600.00,12283627410.00,raptor,1.01 arch-a,resnet34,throughput,4,batch,PASS,FAIL,27.47,23.58,36.40,42.40,422.22,515.68,14899055210.00,12283627410.00,pimcomp,1.16 arch-a,resnet34,throughput,8,batch,PASS,FAIL,39.84,23.58,25.10,42.40,352.28,515.68,17062658890.00,12283627410.00,pimcomp,1.69 arch-a,googlenet,latency,1,element,PASS,PASS,9.78,62.92,NA,NA,563.87,231.19,5513262106.92,14547744283.24,raptor,6.44 arch-a,googlenet,throughput,2,batch,PASS,FAIL,8.42,18.26,119.00,54.80,610.75,435.11,5777456331.00,8164787803.00,raptor,2.17 arch-a,googlenet,throughput,4,batch,PASS,FAIL,10.73,18.26,93.20,54.80,528.03,435.11,6592892213.00,8164787803.00,raptor,1.70 arch-a,googlenet,throughput,8,batch,PASS,FAIL,10.12,18.26,98.80,54.80,523.81,435.11,6521737843.00,8164787803.00,raptor,1.80 arch-a,yolo11n,latency,1,element,PASS,FAIL,147.49,NA,NA,NA,290.17,NA,42797722129.00,NA,NA,NA arch-a,yolo11n,throughput,2,batch,PASS,FAIL,102.34,NA,9.77,NA,337.88,NA,38308060150.00,NA,NA,NA arch-a,yolo11n,throughput,4,batch,PASS,FAIL,87.91,NA,11.40,NA,358.20,NA,38729846260.00,NA,NA,NA arch-a,yolo11n,throughput,8,batch,PASS,FAIL,83.68,NA,11.90,NA,365.64,NA,38623589740.00,NA,NA,NA arch-b,vgg8,latency,1,element,PASS,PASS,1.53,7.15,NA,NA,292.56,173.77,448581679.04,1242814988.12,raptor,4.66 arch-b,vgg8,throughput,2,batch,PASS,PASS,0.69,1.07,1460.00,932.00,456.04,409.47,403694238.30,439288835.80,raptor,1.57 arch-b,vgg8,throughput,4,batch,PASS,PASS,0.67,1.07,1490.00,932.00,448.90,409.47,413526781.30,439288835.80,raptor,1.60 arch-b,vgg8,throughput,8,batch,PASS,PASS,0.75,1.07,1330.00,932.00,425.74,409.47,394457860.80,439288835.80,raptor,1.43 arch-b,resnet18,latency,1,element,PASS,FAIL,15.38,64.38,NA,NA,400.67,201.66,6160441550.12,12983432281.12,raptor,4.19 arch-b,resnet18,throughput,2,batch,PASS,FAIL,12.12,13.43,82.50,74.40,461.41,484.80,6295321671.00,6569655551.00,raptor,1.11 arch-b,resnet18,throughput,4,batch,PASS,FAIL,12.68,13.43,78.90,74.40,451.19,484.80,7096979122.00,6569655551.00,raptor,1.06 arch-b,resnet18,throughput,8,batch,PASS,FAIL,20.59,13.43,48.60,74.40,321.63,484.80,7162570047.00,6569655551.00,pimcomp,1.53 arch-b,resnet34,latency,1,element,PASS,FAIL,27.95,107.20,NA,NA,397.21,206.48,11103517952.68,22134174654.68,raptor,3.83 arch-b,resnet34,throughput,2,batch,PASS,FAIL,22.28,22.85,44.90,43.80,438.24,493.33,14218683390.00,11392215660.00,raptor,1.03 arch-b,resnet34,throughput,4,batch,PASS,FAIL,29.09,22.85,34.40,43.80,364.96,493.33,16328513230.00,11392215660.00,pimcomp,1.27 arch-b,resnet34,throughput,8,batch,PASS,FAIL,47.68,22.85,21.00,43.80,289.82,493.33,16346419570.00,11392215660.00,pimcomp,2.09 arch-b,googlenet,latency,1,element,PASS,PASS,11.22,37.94,NA,NA,483.27,242.04,5422781257.92,9182062336.24,raptor,3.38 arch-b,googlenet,throughput,2,batch,PASS,FAIL,9.21,21.39,109.00,46.80,545.49,417.87,5593397699.00,9014726090.00,raptor,2.33 arch-b,googlenet,throughput,4,batch,PASS,FAIL,8.56,21.39,117.00,46.80,555.26,417.87,5863121048.00,9014726090.00,raptor,2.50 arch-b,googlenet,throughput,8,batch,PASS,FAIL,16.19,21.39,61.80,46.80,355.70,417.87,6726458739.00,9014726090.00,raptor,1.32 arch-b,yolo11n,latency,1,element,PASS,FAIL,168.14,NA,NA,NA,245.31,NA,41248047514.00,NA,NA,NA arch-b,yolo11n,throughput,2,batch,PASS,FAIL,104.49,NA,9.57,NA,302.12,NA,35801517850.00,NA,NA,NA arch-b,yolo11n,throughput,4,batch,PASS,FAIL,108.25,NA,9.24,NA,297.48,NA,37629699620.00,NA,NA,NA arch-b,yolo11n,throughput,8,batch,PASS,FAIL,100.13,NA,9.99,NA,308.83,NA,37180785770.00,NA,NA,NA