search

experiments/csnn/csnn.py

@@ -58,7 +58,7 @@ def add_sample(self, sample, label):
     def classify(self, new_sample):
         distances = [(None, float('inf'))]*self.k
         for sample, label in self.data:
-            dist = torch.sum(torch.abs(new_sample-sample))
+            dist = torch.dist(new_sample, sample)
             for i, (_, best_dist) in enumerate(distances):
                 if dist < best_dist:
                     distances[i] = (label, dist)

experiments/csnn/search.sh

@@ -1,20 +1,18 @@
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.010
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.009
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.008
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.007
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.006
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.005
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.004
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.003
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.002
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 1
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.1
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.01
 sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.001
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 6 0.010
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 6 0.009
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 6 0.008
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 6 0.007
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 6 0.006
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 6 0.005
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 6 0.004
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 6 0.003
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 6 0.002
-sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 6 0.001
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.0001
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.00001
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.000001
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.0000001
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 1 0.00000001
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 2 1
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 2 0.1
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 2 0.01
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 2 0.001
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 2 0.0001
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 2 0.00001
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 2 0.000001
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 2 0.0000001
+sbatch -p 1080ti-long --gres=gpu:1 run_search.sh 2 0.00000001