UbuntuandCursor
87ff2c15d0
统一改为「填充遮罩区域的头发」，涉及后端默认值、ComfyUI 工作流 JSON、 测试页、benchmark 脚本、local_test。 Co-authored-by: Cursor <cursoragent@cursor.com>
202 lines
8.7 KiB
Python
202 lines
8.7 KiB
Python
#!/usr/bin/env python3
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"""接口2女性5种发型对比测试：Plan B vs Plan B+。
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测试 hair_style=1..5（椭圆/花瓣/心形/直线/波浪），每种发型一次，记录耗时+显存+生成图。
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"""
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import json, os, time, base64, subprocess, urllib.request, urllib.error
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from datetime import datetime
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API_BASE = "http://127.0.0.1:8187"
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TOKEN = "dev-shared-secret-2026"
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GIRL_IMG = "/home/ubuntu/hair/image/girl_img/girl13.jpg"
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PLAN_TAG = os.getenv("PLAN_TAG", "Bplus") # Bplus / B
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OUT_DIR = f"/home/ubuntu/hair/benchmark_out/iface2_female_{PLAN_TAG}"
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RESULT_JSON = os.path.join(OUT_DIR, "results.json")
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REPORT_HTML = os.path.join(OUT_DIR, "report.html")
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HAIR_STYLE_NAMES = {
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"1": "椭圆", "2": "花瓣", "3": "心形", "4": "直线", "5": "波浪",
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}
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os.makedirs(OUT_DIR, exist_ok=True)
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def get_vram():
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try:
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out = subprocess.check_output(
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["nvidia-smi", "--query-gpu=memory.used,memory.free",
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"--format=csv,noheader,nounits"], text=True, timeout=5).strip()
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used, free = out.split(",")
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return int(used.strip()), int(free.strip())
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except Exception:
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return -1, -1
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def _multipart(fields, files=None):
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boundary = "----If2Test" + str(int(time.time() * 1000))
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parts = []
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for k, v in fields.items():
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parts.append(f"--{boundary}\r\n".encode())
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parts.append(f'Content-Disposition: form-data; name="{k}"\r\n\r\n'.encode())
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parts.append(str(v).encode())
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parts.append(b"\r\n")
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if files:
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for field_name, (filename, data, mime) in files.items():
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parts.append(f"--{boundary}\r\n".encode())
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parts.append(f'Content-Disposition: form-data; name="{field_name}"; filename="{filename}"\r\n'.encode())
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parts.append(f"Content-Type: {mime}\r\n\r\n".encode())
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parts.append(data)
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parts.append(b"\r\n")
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parts.append(f"--{boundary}--\r\n".encode())
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return b"".join(parts), boundary
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def call_iface2_female(image_path, hair_style):
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"""接口2 女性 + 指定发型（走 swapHair 路径）"""
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with open(image_path, "rb") as f:
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img_data = f.read()
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fields = {"gender": "female", "hair_style": str(hair_style),
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"prompt": "填充遮罩区域的头发"}
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body, boundary = _multipart(
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fields, {"image_file": (os.path.basename(image_path), img_data, "image/jpeg")})
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req = urllib.request.Request(f"{API_BASE}/api/v1/hair/grow", data=body, method="POST")
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req.add_header("Content-Type", f"multipart/form-data; boundary={boundary}")
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req.add_header("X-Internal-Token", TOKEN)
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t0 = time.time()
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try:
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with urllib.request.urlopen(req, timeout=600) as resp:
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data = json.loads(resp.read())
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return data, time.time() - t0, None
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except Exception as e:
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return {}, time.time() - t0, str(e)
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def run_test():
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results = []
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print(f"接口2女性5种发型测试 — Plan={PLAN_TAG}")
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print(f"图片：{GIRL_IMG}\n")
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for hs in range(1, 6):
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name = HAIR_STYLE_NAMES[str(hs)]
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print(f"\n[{hs}/5] hair_style={hs} ({name}) ...")
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vram_before, vram_free_before = get_vram()
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data, elapsed, error = call_iface2_female(GIRL_IMG, hs)
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vram_after, vram_free_after = get_vram()
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code = data.get("code", -1) if data else -1
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ok = (code == 0)
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# 保存生成图（如果有）
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img_path = None
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if ok and data.get("data"):
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try:
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items = data["data"].get("results") or []
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if items and isinstance(items, list):
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first = items[0]
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b64 = first.get("grown_image_base64") or ""
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if b64.startswith("data:"):
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b64 = b64.split(",", 1)[1]
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if b64:
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img_path = os.path.join(OUT_DIR, f"hair_style_{hs}_{name}.jpg")
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with open(img_path, "wb") as f:
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f.write(base64.b64decode(b64))
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except Exception as e:
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print(f" 保存图片失败: {e}")
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record = {
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"plan": PLAN_TAG,
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"hair_style": hs,
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"hair_style_name": name,
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"timestamp": datetime.now().strftime("%H:%M:%S"),
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"elapsed_s": round(elapsed, 2),
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"success": ok,
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"code": code,
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"error": error,
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"vram_before_mb": vram_before,
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"vram_after_mb": vram_after,
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"vram_delta_mb": vram_after - vram_before,
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"image_path": img_path,
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}
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results.append(record)
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status = "✓" if ok else "✗"
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print(f" → {status} code={code} time={elapsed:.1f}s "
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f"vram={vram_before}→{vram_after}MB (Δ{vram_after-vram_before:+d}) "
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f"img={'saved' if img_path else 'none'}")
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with open(RESULT_JSON, "w") as f:
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json.dump(results, f, indent=2, ensure_ascii=False)
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generate_html(results)
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generate_html(results)
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print(f"\n✅ 完成！{RESULT_JSON}")
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print(f"📄 报告：{REPORT_HTML}")
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def generate_html(results):
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total = len(results)
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success = sum(1 for r in results if r["success"])
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times = [r["elapsed_s"] for r in results if r["success"]]
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avg_time = sum(times) / len(times) if times else 0
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html = f"""<!DOCTYPE html>
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<html lang="zh-CN"><head><meta charset="UTF-8"><title>接口2女5种发型 - Plan {PLAN_TAG}</title>
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<style>
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*{{margin:0;padding:0;box-sizing:border-box}}
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body{{font-family:sans-serif;background:#1a1a2e;color:#e0e0e0;padding:20px}}
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h1{{text-align:center;color:#00d4ff;margin-bottom:10px}}
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.subtitle{{text-align:center;color:#888;margin-bottom:30px;font-size:14px}}
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.summary{{display:grid;grid-template-columns:repeat(auto-fit,minmax(160px,1fr));gap:15px;margin-bottom:30px}}
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.card{{background:#16213e;border-radius:12px;padding:20px;text-align:center;border:1px solid #333}}
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.card .num{{font-size:28px;font-weight:700}}
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.card .label{{font-size:12px;color:#888;margin-top:5px}}
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.card.ok .num{{color:#0f0}} .card.err .num{{color:#f44}} .card.time .num{{color:#00d4ff}}
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table{{width:100%;border-collapse:collapse;margin-bottom:30px;background:#16213e;border-radius:12px;overflow:hidden}}
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th{{background:#0f3460;padding:10px 8px;text-align:center;font-size:13px;color:#fff}}
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td{{padding:8px;text-align:center;border-bottom:1px solid #222;font-size:13px}}
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tr:hover{{background:#1a1a3e}}
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.section-title{{font-size:18px;font-weight:600;margin:30px 0 15px;color:#00d4ff;border-bottom:1px solid #333;padding-bottom:10px}}
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.ok{{color:#0f0}} .fail{{color:#f44}}
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.time-bar{{display:inline-block;height:18px;background:linear-gradient(90deg,#0f3460,#00d4ff);border-radius:3px;vertical-align:middle;min-width:2px}}
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.gallery{{display:grid;grid-template-columns:repeat(auto-fit,minmax(200px,1fr));gap:15px}}
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.gallery img{{width:100%;border-radius:8px;border:1px solid #333}}
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.gallery .item{{text-align:center}}
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.gallery .cap{{margin-top:5px;font-size:12px;color:#888}}
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</style></head><body>
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<h1>📊 接口2女性5种发型测试报告</h1>
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<div class="subtitle">Plan {PLAN_TAG} ｜ {datetime.now().strftime('%Y-%m-%d %H:%M:%S')} ｜ {total} 次调用</div>
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<div class="summary">
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<div class="card ok"><div class="num">{success}</div><div class="label">成功</div></div>
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<div class="card err"><div class="num">{total-success}</div><div class="label">失败</div></div>
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<div class="card time"><div class="num">{avg_time:.1f}s</div><div class="label">平均耗时</div></div>
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</div>
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<div class="section-title">详细结果</div>
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<table><thead><tr><th>发型</th><th>名称</th><th>耗时</th><th>显存前</th><th>显存后</th><th>Δ</th><th>状态</th></tr></thead><tbody>
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"""
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for r in results:
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status = '<span class="ok">✓</span>' if r["success"] else f'<span class="fail">✗ {str(r.get("error",""))[:30]}</span>'
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html += f'<tr><td>style {r["hair_style"]}</td><td>{r["hair_style_name"]}</td>' \
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f'<td><div class="time-bar" style="width:{min(r["elapsed_s"]*15,200)}px"></div> {r["elapsed_s"]:.1f}s</td>' \
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f'<td>{r["vram_before_mb"]}MB</td><td>{r["vram_after_mb"]}MB</td>' \
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f'<td>{r["vram_delta_mb"]:+d}</td><td>{status}</td></tr>'
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html += '</tbody></table>'
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# 图片画廊
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saved = [r for r in results if r.get("image_path") and os.path.isfile(r["image_path"])]
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if saved:
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html += '<div class="section-title">生成图片</div><div class="gallery">'
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for r in saved:
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rel = os.path.relpath(r["image_path"], OUT_DIR)
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html += f'<div class="item"><img src="{rel}"><div class="cap">{r["hair_style_name"]} ({r["elapsed_s"]:.1f}s)</div></div>'
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html += '</div>'
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html += '</body></html>'
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with open(REPORT_HTML, "w", encoding="utf-8") as f:
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f.write(html)
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if __name__ == "__main__":
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run_test()
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