Create plot.py

plot.py

@@ -0,0 +1,82 @@
+import matplotlib.pyplot as plt
+import numpy as np
+
+# -----------------------------
+# Data
+# -----------------------------
+batch_sizes = [32, 64, 128]
+time_kernels = [11.9, 12.6, 16.6]
+time_no_kernels = [58.2, 113.5, 224.0]
+
+x = np.arange(len(batch_sizes))
+width = 0.35
+
+# -----------------------------
+# Plot
+# -----------------------------
+plt.figure(figsize=(10, 6))
+
+bars1 = plt.bar(
+    x - width / 2,
+    time_kernels,
+    width,
+    label="Use kernels",
+    color="#4C72B0"
+)
+
+bars2 = plt.bar(
+    x + width / 2,
+    time_no_kernels,
+    width,
+    label="No kernels",
+    color="#DD8452"
+)
+
+# -----------------------------
+# Labels & title
+# -----------------------------
+plt.title(
+    "Generation Time Comparison for openai/gpt-oss-20b\n(256 tokens generated)",
+    fontsize=14,
+    weight="bold"
+)
+plt.xlabel("Batch size", fontsize=12)
+plt.ylabel("Time (seconds)", fontsize=12)
+
+plt.xticks(x, batch_sizes)
+plt.legend(fontsize=11)
+
+# -----------------------------
+# Grid styling
+# -----------------------------
+plt.grid(
+    axis="y",
+    linestyle="--",
+    linewidth=0.8,
+    alpha=0.6
+)
+
+# -----------------------------
+# Annotate bars
+# -----------------------------
+def annotate_bars(bars):
+    for bar in bars:
+        height = bar.get_height()
+        plt.annotate(
+            f"{height:.1f}s",
+            xy=(bar.get_x() + bar.get_width() / 2, height),
+            xytext=(0, 3),
+            textcoords="offset points",
+            ha="center",
+            va="bottom",
+            fontsize=10
+        )
+
+annotate_bars(bars1)
+annotate_bars(bars2)
+
+# -----------------------------
+# Layout
+# -----------------------------
+plt.tight_layout()
+plt.savefig("kernels.png")