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Surrogate Discovery vs. Pytorch.compile vs. Triton.autotune
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from __future__ import annotations
import argparse
import sys
from pathlib import Path
from typing import Any, Dict, Optional
ROOT = Path(__file__).resolve().parents[1]
if str(ROOT) not in sys.path:
sys.path.append(str(ROOT))
from fastapi import FastAPI
from fastapi import HTTPException
from pydantic import BaseModel
from models import ResetResult, StepResult
from server.softmax_surrogate_environment import SoftmaxSurrogateEnvironment
app = FastAPI(title="Autotune Benchmark OpenEnv Server")
env = SoftmaxSurrogateEnvironment()
class ResetRequest(BaseModel):
task: Optional[str] = None
seed: Optional[int] = None
class StepRequest(BaseModel):
config_id: Optional[int] = None
x: Optional[list[float]] = None
@app.get("/health")
def health() -> Dict[str, str]:
return {"ok": "true"}
@app.post("/reset")
def reset(payload: ResetRequest) -> Dict[str, Any]:
result = env.reset(task=payload.task, seed=payload.seed)
return result
@app.post("/step")
def step(payload: StepRequest) -> Dict[str, Any]:
if payload.config_id is not None:
result = env.step({"config_id": payload.config_id})
return result
if payload.x is not None:
result = env.step({"x": payload.x})
return result
raise HTTPException(status_code=400, detail="Missing config_id.")
return result
@app.get("/state")
def state() -> Dict[str, Any]:
return env.state()
if __name__ == "__main__":
parser = argparse.ArgumentParser(description="Run softmax surrogate environment server.")
parser.add_argument("--host", default="0.0.0.0")
parser.add_argument("--port", type=int, default=8000)
args = parser.parse_args()
try:
import uvicorn
uvicorn.run("app:app", host=args.host, port=args.port, reload=False)
except Exception as err: # pragma: no cover
raise RuntimeError("uvicorn not available") from err