diff --git a/validation/tools/pim/ablation/results_ablation.csv b/validation/tools/pim/ablation/results_ablation.csv
index a761bb4..f994aab 100644
--- a/validation/tools/pim/ablation/results_ablation.csv
+++ b/validation/tools/pim/ablation/results_ablation.csv
@@ -1,25 +1,25 @@
 comparison,arch,model,mode,raptor_pipeline,baseline_variant,baseline_functional_validation,functional_validation,latency_gain_percent,throughput_gain_percent,power_gain_percent,energy_gain_percent
 plan,arch-a,googlenet,latency,1,no-plan,PASS,PASS,+99.14%,NA,-226.98%,+97.19%
-plan,arch-a,googlenet,throughput,4,no-plan,PASS,PASS,NA,NA,-281.83%,NA
-sync,arch-a,googlenet,throughput,4,no-sync,FAIL,PASS,-5.17%,-4.96%,+12.23%,-1.65%
-plan,arch-a,resnet18,latency,1,no-plan,PASS,PASS,+96.96%,NA,-156.23%,+92.21%
-plan,arch-a,resnet18,throughput,4,no-plan,PASS,PASS,+95.17%,+1970.00%,-157.48%,+85.39%
-sync,arch-a,resnet18,throughput,4,no-sync,FAIL,PASS,+7.15%,+7.81%,+14.70%,+7.92%
+plan,arch-a,googlenet,throughput,4,no-plan,PASS,PASS,NA,NA,-281.06%,NA
+sync,arch-a,googlenet,throughput,4,no-sync,FAIL,PASS,+0.43%,+0.74%,+20.52%,+5.68%
+plan,arch-a,resnet18,latency,1,no-plan,PASS,PASS,+96.96%,NA,-156.23%,+92.22%
+plan,arch-a,resnet18,throughput,4,no-plan,PASS,PASS,+95.16%,+1965.00%,-161.37%,+86.05%
+sync,arch-a,resnet18,throughput,4,no-sync,FAIL,PASS,+4.36%,+4.56%,+10.16%,+5.28%
 plan,arch-a,resnet34,latency,1,no-plan,PASS,PASS,+95.94%,NA,-130.05%,+90.65%
-plan,arch-a,resnet34,throughput,4,no-plan,PASS,PASS,+96.00%,+2400.00%,-189.18%,+88.43%
-sync,arch-a,resnet34,throughput,4,no-sync,FAIL,PASS,-9.11%,-8.42%,+7.32%,-1.02%
+plan,arch-a,resnet34,throughput,4,no-plan,PASS,PASS,+98.18%,+5400.00%,-182.58%,+92.86%
+sync,arch-a,resnet34,throughput,4,no-sync,FAIL,PASS,+1.91%,+1.85%,+10.27%,-22.48%
 plan,arch-a,vgg8,latency,1,no-plan,PASS,PASS,+94.75%,NA,-80.65%,+90.51%
-plan,arch-a,vgg8,throughput,4,no-plan,PASS,PASS,+92.77%,+1279.31%,-170.46%,+82.49%
-sync,arch-a,vgg8,throughput,4,no-sync,FAIL,PASS,+19.18%,+24.03%,+21.29%,+18.62%
+plan,arch-a,vgg8,throughput,4,no-plan,PASS,PASS,+92.77%,+1279.31%,-168.29%,+82.56%
+sync,arch-a,vgg8,throughput,4,no-sync,FAIL,PASS,+30.74%,+44.14%,+15.86%,+23.15%
 plan,arch-b,googlenet,latency,1,no-plan,PASS,PASS,+98.99%,NA,-239.10%,+96.59%
-plan,arch-b,googlenet,throughput,4,no-plan,PASS,PASS,NA,NA,-306.99%,NA
-sync,arch-b,googlenet,throughput,4,no-sync,FAIL,PASS,-1.28%,-1.63%,+9.99%,-4.29%
-plan,arch-b,resnet18,latency,1,no-plan,PASS,PASS,+96.71%,NA,-171.16%,+91.07%
-plan,arch-b,resnet18,throughput,4,no-plan,PASS,PASS,+95.46%,+2102.50%,-200.52%,+83.26%
-sync,arch-b,resnet18,throughput,4,no-sync,FAIL,PASS,+2.22%,+2.32%,+8.26%,-7.88%
+plan,arch-b,googlenet,throughput,4,no-plan,PASS,PASS,NA,NA,-332.90%,NA
+sync,arch-b,googlenet,throughput,4,no-sync,FAIL,PASS,-2.84%,-2.92%,+5.06%,-11.67%
+plan,arch-b,resnet18,latency,1,no-plan,PASS,PASS,+96.71%,NA,-171.17%,+91.07%
+plan,arch-b,resnet18,throughput,4,no-plan,PASS,PASS,+95.45%,+2097.50%,-200.36%,+83.91%
+sync,arch-b,resnet18,throughput,4,no-sync,FAIL,PASS,+11.13%,+12.40%,+7.14%,+3.77%
 plan,arch-b,resnet34,latency,1,no-plan,PASS,PASS,+96.23%,NA,-166.76%,+89.94%
-plan,arch-b,resnet34,throughput,4,no-plan,PASS,PASS,+97.58%,+4030.00%,-168.71%,+91.79%
-sync,arch-b,resnet34,throughput,4,no-sync,FAIL,PASS,-0.80%,-0.96%,+10.61%,-13.51%
+plan,arch-b,resnet34,throughput,4,no-plan,PASS,PASS,+97.87%,+4600.00%,-187.39%,+91.15%
+sync,arch-b,resnet34,throughput,4,no-sync,FAIL,PASS,-25.37%,-20.20%,+9.40%,-31.21%
 plan,arch-b,vgg8,latency,1,no-plan,PASS,PASS,+94.68%,NA,-98.04%,+89.47%
-plan,arch-b,vgg8,throughput,4,no-plan,PASS,PASS,+93.70%,+1484.16%,-205.54%,+81.37%
-sync,arch-b,vgg8,throughput,4,no-sync,FAIL,PASS,+17.07%,+20.30%,+19.03%,+9.63%
+plan,arch-b,vgg8,throughput,4,no-plan,PASS,PASS,+93.60%,+1468.63%,-204.73%,+81.01%
+sync,arch-b,vgg8,throughput,4,no-sync,FAIL,PASS,+26.66%,+36.75%,+17.29%,+19.50%
diff --git a/validation/tools/pim/pimcomp/compare/results_comparison.csv b/validation/tools/pim/pimcomp/compare/results_comparison.csv
index a2ec44a..8e736c9 100644
--- a/validation/tools/pim/pimcomp/compare/results_comparison.csv
+++ b/validation/tools/pim/pimcomp/compare/results_comparison.csv
@@ -1,41 +1,41 @@
 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,1.51833,7.98507,NA,NA,321.046,200.111,4.87455e+08,1.5979e+09,raptor,5.26
 arch-a,vgg8,throughput,2,batch,PASS,FAIL,0.625998,1.0364,1600,965,523.278,482.597,4.17419e+08,5.41692e+08,NA,1.66
-arch-a,vgg8,throughput,4,batch,PASS,FAIL,0.625998,1.0364,1600,965,523.278,482.597,4.17419e+08,5.41692e+08,NA,1.66
-arch-a,vgg8,throughput,8,batch,PASS,FAIL,0.62635,1.0364,1600,965,519.182,482.597,4.14242e+08,5.41692e+08,NA,1.66
-arch-a,resnet18,latency,1,element,PASS,FAIL,14.0332,58.1775,NA,NA,455.67,238.389,6.3945e+09,1.38689e+10,NA,4.15
+arch-a,vgg8,throughput,4,batch,PASS,FAIL,0.625649,1.0364,1600,965,519.08,482.597,4.15766e+08,5.41692e+08,NA,1.66
+arch-a,vgg8,throughput,8,batch,PASS,FAIL,0.803492,1.0364,1240,965,463.268,482.597,4.23149e+08,5.41692e+08,NA,1.28
+arch-a,resnet18,latency,1,element,PASS,FAIL,14.0331,58.1775,NA,NA,455.673,238.389,6.39448e+09,1.38689e+10,NA,4.15
 arch-a,resnet18,throughput,2,batch,PASS,FAIL,11.0904,13.4585,90.2,74.3,520.244,481.604,6.55167e+09,6.56345e+09,NA,1.21
-arch-a,resnet18,throughput,4,batch,PASS,FAIL,12.0822,13.4585,82.8,74.3,487.576,481.604,6.91662e+09,6.56345e+09,NA,1.11
-arch-a,resnet18,throughput,8,batch,PASS,FAIL,11.9279,13.4585,83.8,74.3,499.354,481.604,6.84729e+09,6.56345e+09,NA,1.13
-arch-a,resnet34,latency,1,element,PASS,FAIL,29.7189,66.7114,NA,NA,411.804,277.485,1.22384e+10,1.85114e+10,NA,2.24
+arch-a,resnet18,throughput,4,batch,PASS,FAIL,12.1059,13.4585,82.6,74.3,496.462,481.604,6.62592e+09,6.56345e+09,NA,1.11
+arch-a,resnet18,throughput,8,batch,PASS,FAIL,13.4996,13.4585,74.1,74.3,450.251,481.604,7.50626e+09,6.56345e+09,NA,1.00
+arch-a,resnet34,latency,1,element,PASS,FAIL,29.7186,66.7114,NA,NA,411.806,277.485,1.22383e+10,1.85114e+10,NA,2.24
 arch-a,resnet34,throughput,2,batch,PASS,FAIL,21.8196,23.5817,45.8,42.4,477.108,515.68,1.57899e+10,1.22836e+10,NA,1.08
-arch-a,resnet34,throughput,4,batch,PASS,FAIL,20,23.5817,50,42.4,548.372,515.68,1.09674e+10,1.22836e+10,NA,1.18
-arch-a,resnet34,throughput,8,batch,PASS,FAIL,20.6363,23.5817,48.5,42.4,504.854,515.68,1.23725e+10,1.22836e+10,NA,1.14
+arch-a,resnet34,throughput,4,batch,PASS,FAIL,18.1654,23.5817,55,42.4,535.855,515.68,1.35442e+10,1.22836e+10,NA,1.30
+arch-a,resnet34,throughput,8,batch,PASS,FAIL,27.6219,23.5817,36.2,42.4,400.427,515.68,1.70388e+10,1.22836e+10,NA,1.17
 arch-a,googlenet,latency,1,element,PASS,FAIL,9.77731,62.9248,NA,NA,563.88,231.193,5.51323e+09,1.45477e+10,NA,6.44
 arch-a,googlenet,throughput,2,batch,PASS,FAIL,7.34567,18.2643,136,54.8,679.351,435.107,5.5053e+09,8.16479e+09,NA,2.48
-arch-a,googlenet,throughput,4,batch,PASS,FAIL,7.43728,18.2643,134,54.8,674.025,435.107,5.60809e+09,8.16479e+09,NA,2.45
-arch-a,googlenet,throughput,8,batch,PASS,FAIL,9.01886,18.2643,111,54.8,595.582,435.107,5.71605e+09,8.16479e+09,NA,2.03
+arch-a,googlenet,throughput,4,batch,PASS,FAIL,7.36311,18.2643,136,54.8,674.088,435.107,5.98681e+09,8.16479e+09,NA,2.48
+arch-a,googlenet,throughput,8,batch,PASS,FAIL,12.5019,18.2643,80,54.8,473.259,435.107,7.4517e+09,8.16479e+09,NA,1.46
 arch-a,yolo11n,latency,1,element,PASS,FAIL,149.46,NA,NA,NA,288.579,NA,4.31311e+10,NA,NA,NA
-arch-a,yolo11n,throughput,2,batch,PASS,FAIL,94.946,NA,10.5,NA,346.466,NA,3.75539e+10,NA,NA,NA
+arch-a,yolo11n,throughput,2,batch,PASS,FAIL,92.6953,NA,10.8,NA,350.924,NA,3.70654e+10,NA,NA,NA
 arch-a,yolo11n,throughput,4,batch,PASS,FAIL,80.1193,NA,12.5,NA,377.408,NA,3.8811e+10,NA,NA,NA
-arch-a,yolo11n,throughput,8,batch,PASS,FAIL,99.5488,NA,10,NA,339.331,NA,4.27113e+10,NA,NA,NA
+arch-a,yolo11n,throughput,8,batch,PASS,FAIL,79.1191,NA,12.6,NA,381.819,NA,3.89676e+10,NA,NA,NA
 arch-b,vgg8,latency,1,element,PASS,PASS,1.5333,7.15212,NA,NA,292.559,173.769,4.48582e+08,1.24281e+09,raptor,4.66
 arch-b,vgg8,throughput,2,batch,PASS,FAIL,0.624729,1.07282,1600,932,489.899,409.47,3.93036e+08,4.39289e+08,NA,1.72
-arch-b,vgg8,throughput,4,batch,PASS,FAIL,0.62331,1.07282,1600,932,490.955,409.47,3.93418e+08,4.39289e+08,NA,1.72
-arch-b,vgg8,throughput,8,batch,PASS,FAIL,0.62331,1.07282,1600,932,490.955,409.47,3.93418e+08,4.39289e+08,NA,1.72
+arch-b,vgg8,throughput,4,batch,PASS,FAIL,0.626763,1.07282,1600,932,491.604,409.47,4.00645e+08,4.39289e+08,NA,1.72
+arch-b,vgg8,throughput,8,batch,PASS,FAIL,0.811204,1.07282,1230,932,432.125,409.47,3.87009e+08,4.39289e+08,NA,1.32
 arch-b,resnet18,latency,1,element,PASS,FAIL,15.3758,64.3818,NA,NA,400.661,201.663,6.16048e+09,1.29834e+10,NA,4.19
-arch-b,resnet18,throughput,2,batch,PASS,FAIL,12.9113,13.434,77.5,74.4,438.931,484.804,6.47794e+09,6.56966e+09,NA,1.04
-arch-b,resnet18,throughput,4,batch,PASS,FAIL,11.3505,13.434,88.1,74.4,478.606,484.804,6.66517e+09,6.56966e+09,NA,1.18
-arch-b,resnet18,throughput,8,batch,PASS,FAIL,11.3685,13.434,88,74.4,478.33,484.804,6.51513e+09,6.56966e+09,NA,1.18
+arch-b,resnet18,throughput,2,batch,PASS,FAIL,11.3606,13.434,88,74.4,481.054,484.804,6.22494e+09,6.56966e+09,NA,1.18
+arch-b,resnet18,throughput,4,batch,PASS,FAIL,11.371,13.434,87.9,74.4,478.704,484.804,6.40922e+09,6.56966e+09,NA,1.18
+arch-b,resnet18,throughput,8,batch,PASS,FAIL,15.4273,13.434,64.8,74.4,379.916,484.804,7.28283e+09,6.56966e+09,NA,1.15
 arch-b,resnet34,latency,1,element,PASS,FAIL,27.9541,107.2,NA,NA,397.206,206.476,1.11035e+10,2.21342e+10,NA,3.83
 arch-b,resnet34,throughput,2,batch,PASS,FAIL,22.4967,22.8454,44.5,43.8,440.06,493.332,1.49623e+10,1.13922e+10,NA,1.02
-arch-b,resnet34,throughput,4,batch,PASS,FAIL,24.1838,22.8454,41.3,43.8,426.129,493.332,1.30195e+10,1.13922e+10,NA,1.06
-arch-b,resnet34,throughput,8,batch,PASS,FAIL,24.1516,22.8454,41.4,43.8,420.745,493.332,1.39184e+10,1.13922e+10,NA,1.06
-arch-b,googlenet,latency,1,element,PASS,FAIL,11.2206,37.9367,NA,NA,483.283,242.037,5.42274e+09,9.18206e+09,NA,3.38
-arch-b,googlenet,throughput,2,batch,PASS,FAIL,9.08396,21.3902,110,46.8,550.292,417.866,5.70509e+09,9.01473e+09,NA,2.35
-arch-b,googlenet,throughput,4,batch,PASS,FAIL,8.23423,21.3902,121,46.8,597.327,417.866,5.62683e+09,9.01473e+09,NA,2.59
-arch-b,googlenet,throughput,8,batch,PASS,FAIL,7.78944,21.3902,128,46.8,620.65,417.866,5.47039e+09,9.01473e+09,NA,2.74
+arch-b,resnet34,throughput,4,batch,PASS,FAIL,21.2922,22.8454,47,43.8,458.231,493.332,1.41126e+10,1.13922e+10,NA,1.07
+arch-b,resnet34,throughput,8,batch,PASS,FAIL,25.623,22.8454,39,43.8,387.339,493.332,1.54807e+10,1.13922e+10,NA,1.12
+arch-b,googlenet,latency,1,element,PASS,FAIL,11.2212,37.9367,NA,NA,483.266,242.037,5.42282e+09,9.18206e+09,NA,3.38
+arch-b,googlenet,throughput,2,batch,PASS,FAIL,7.48177,21.3902,134,46.8,637.953,417.866,5.51184e+09,9.01473e+09,NA,2.86
+arch-b,googlenet,throughput,4,batch,PASS,FAIL,7.5111,21.3902,133,46.8,635.353,417.866,5.53793e+09,9.01473e+09,NA,2.84
+arch-b,googlenet,throughput,8,batch,PASS,FAIL,9.95219,21.3902,100,46.8,492.141,417.866,6.39044e+09,9.01473e+09,NA,2.14
 arch-b,yolo11n,latency,1,element,PASS,FAIL,171.598,NA,NA,NA,243.177,NA,4.17288e+10,NA,NA,NA
-arch-b,yolo11n,throughput,2,batch,PASS,FAIL,99.5318,NA,10,NA,309.102,NA,3.5219e+10,NA,NA,NA
-arch-b,yolo11n,throughput,4,batch,PASS,FAIL,85.3497,NA,11.7,NA,326.712,NA,3.58691e+10,NA,NA,NA
-arch-b,yolo11n,throughput,8,batch,PASS,FAIL,97.9941,NA,10.2,NA,308.041,NA,3.5011e+10,NA,NA,NA
+arch-b,yolo11n,throughput,2,batch,PASS,FAIL,97.269,NA,10.3,NA,311.245,NA,3.46934e+10,NA,NA,NA
+arch-b,yolo11n,throughput,4,batch,PASS,FAIL,78.8274,NA,12.7,NA,340.026,NA,3.39053e+10,NA,NA,NA
+arch-b,yolo11n,throughput,8,batch,PASS,FAIL,86.2414,NA,11.6,NA,323.447,NA,3.7648e+10,NA,NA,NA