diff --git a/check.py b/check.py
index a10464f..e785a21 100644
--- a/check.py
+++ b/check.py
@@ -83,13 +83,15 @@ def plot_preds(
             theta[i],
             height=1,
             width=width,
-            edgecolor="none",
+            edgecolor=colors[i],
+            linewidth=0.25,
             # facecolor=[rgb_values[i][1]]*3,
             # facecolor=rgb_values[i],
             facecolor=colors[i],
             bottom=0.0,
             zorder=1,
             alpha=1,
+            align='edge',
         )
 
     ax.set_xticks([])
@@ -126,7 +128,7 @@ if __name__ == "__main__":
     for v in versions:
         name = f"out/v{v}"
         # ckpt = f"/teamspace/jobs/{name}/work/colors/lightning_logs/version_2/checkpoints/epoch=999-step=8000.ckpt"
-        ckpt_path = f"/teamspace/studios/this_studio/colors/lightning_logs/version_{v}/checkpoints/*.ckpt"
+        ckpt_path = f"/teamspace/studios/colors-refactor-secondary/colors/lightning_logs/version_{v}/checkpoints/*.ckpt"
         ckpt = glob.glob(ckpt_path)
         if len(ckpt) > 0:
             ckpt = ckpt[-1]
diff --git a/hsv.png b/hsv.png
index 7bd6959..dfe57a1 100644
Binary files a/hsv.png and b/hsv.png differ
diff --git a/hsv.py b/hsv.py
index 156403d..61f3ceb 100644
--- a/hsv.py
+++ b/hsv.py
@@ -10,7 +10,7 @@ if __name__ == "__main__":
     # xkcd_rgb = np.random.rand(1000, 3)
     xkcd_hsv = rgb_to_hsv(xkcd_rgb)
     plot_preds(
-        xkcd_hsv[:, 0], xkcd_rgb, fname="hsv", roll=False, dpi=300, figsize=(6, 6)
+        xkcd_hsv[:, 0], xkcd_rgb, fname="hsv", roll=True, dpi=300, figsize=(6, 6)
     )
     rgb = np.vstack([np.eye(3), np.eye(3) + np.eye(3)[:, [1, 2, 0]]])
     print("Pure RGB in Hue-Space:")
diff --git a/makefile b/makefile
index e2fd771..2ada19d 100644
--- a/makefile
+++ b/makefile
@@ -9,6 +9,9 @@ test:
 search:
 	python search.py
 
+hsv:
+	python hsv.py
+
 animate:
 	ffmpeg -i lightning_logs/version_258/e%04d.png \
 		-c:v libx264 \