result_gmc.txt

pascal
-----Anisotopric----
Epoch: 25, Loss: 1.0267, Time: 77.93
aerop bicyc bird  boat  bottl bus   car   cat   chair cow   dinin dog   horse motor perso potte sheep sofa  train tvmon mean
47.6  67.7  57.5  69.6  87.0  86.4  85.1  75.1  50.2  67.4  89.4  71.9  80.1  64.3  58.4  95.9  65.5  95.6  93.6  88.8  74.9 
average inference time: 142.42722798211236

-----Isotopric----
Epoch: 29, Loss: 1.0698, Time: 34.25
aerop bicyc bird  boat  bottl bus   car   cat   chair cow   dinin dog   horse motor perso potte sheep sofa  train tvmon mean
44.6  64.9  57.2  61.7  79.2  83.5  79.7  72.0  34.4  57.4  79.0  60.4  71.3  59.9  51.8  74.8  62.6  86.6  73.1  80.7  66.7 
average inference time: 45.93876817567008

---willow---
Anisotopric
97.84927536231883
Run 20:
face          motorbike     car           duck          winebottle   
100.00        100.00        97.00         93.33         98.91         97.85        
average inference time: 60.69178161621094
----------------------------------------------------------------------
face          motorbike     car           duck          winebottle   
99.96 ± 0.09  98.05 ± 1.46  96.88 ± 1.43  91.02 ± 3.03  99.24 ± 0.56  97.03 ± 0.57 

----------------------------------------------------------------------


Isotopric
98.32318840579711
Run 06:
face          motorbike     car           duck          winebottle   
100.00        95.00         96.00         95.00         100.00        97.20        
average inference time: 73.10995330810547



----pascal-pf-----
Epoch: 02, Loss: 2.7145, Acc: 0.44,  Time: 49.45
aerop bicyc bird  boat  bottl bus   car   cat   chair cow   dinin dog   horse motor perso potte sheep sofa  train tvmon mean
71.4  90.5  85.9  98.8  99.0  98.4  96.2  93.6  97.1  91.9  99.0  94.1  81.4  86.2  76.9  99.5  91.2  97.7  99.3  97.8  92.3 
average inference time: 14.617178399225693
Epoch: 03, Loss: 2.0490, Acc: 0.61,  Time: 48.83


Epoch: 30, Loss: 0.8969, Acc: 0.81,  Time: 19.82
aerop bicyc bird  boat  bottl bus   car   cat   chair cow   dinin dog   horse motor perso potte sheep sofa  train tvmon mean
81.0  91.7  88.4  99.4  99.3  96.7  98.2  97.9  99.2  92.6  99.5  98.0  85.3  86.6  84.9  99.0  97.1  99.6  100.0 97.1  94.6 
average inference time: 9.312571507982405