import os import struct import sys _HDR = struct.Struct("<4sQ") def _pin(): try: avail = sorted(os.sched_getaffinity(0)) n = int(os.environ.get("EXEC_N_CPUS", "8")) if len(avail) > n: os.sched_setaffinity(0, set(avail[:n])) except (AttributeError, OSError): pass def _read_exactly(fd, n): chunks = [] got = 0 while got < n: b = os.read(fd, min(1 << 20, n - got)) if not b: raise EOFError("parent closed the pipe") chunks.append(b) got += len(b) return b"".join(chunks) def _recv(fd): cmd, ln = _HDR.unpack(_read_exactly(fd, _HDR.size)) return cmd.rstrip(b"\0"), _read_exactly(fd, ln) def _send(fd, cmd, payload=b""): os.write(fd, _HDR.pack(cmd.ljust(4, b"\0"), len(payload))) off = 0 while off < len(payload): off += os.write(fd, payload[off:off + (1 << 20)]) def main(): _pin() here = os.path.dirname(os.path.abspath(__file__)) sys.path.insert(0, here) import numpy as np import graph_spec which = sys.argv[1] if which == "sub": sys.path.insert(0, os.path.join(here, "submission")) import executor as impl else: import reference_executor as impl n_workers = int(os.environ.get("EXEC_N_WORKERS", "8")) rfd, wfd = 0, 1 spec = None fn = None _send(wfd, b"HI") while True: cmd, payload = _recv(rfd) if cmd == b"EXIT": return 0 if cmd == b"PING": _send(wfd, b"PONG") elif cmd == b"BLD": fn = None spec = graph_spec.sample_spec(int(payload)) weights = graph_spec.build_weights(spec) fn = impl.build_executor(spec, weights, n_workers) if not callable(fn): raise TypeError("build_executor did not return a callable") _send(wfd, b"RDY") elif cmd == b"CALL": x = np.frombuffer(payload, dtype=np.float32).reshape(spec["T"], spec["d_model"]).copy() y = np.asarray(fn(x)) head = ("%d,%s,%s" % (y.ndim, str(y.dtype), "x".join(str(v) for v in y.shape))) _send(wfd, b"OUT", head.encode() + b"|" + np.ascontiguousarray(y).tobytes()) else: raise ValueError("unknown command %r" % cmd) if __name__ == "__main__": sys.exit(main())