Initialize device and construct model runner
(self)
| 49 | ) |
| 50 | |
| 51 | def init_device(self): |
| 52 | """ |
| 53 | Initialize device and construct model runner |
| 54 | """ |
| 55 | if paddle.is_compiled_with_custom_device("iluvatar_gpu"): |
| 56 | # Set environment variable |
| 57 | self.device = f"iluvatar_gpu:{self.local_rank}" |
| 58 | paddle.device.set_device(self.device) |
| 59 | paddle.set_default_dtype(self.model_config.dtype) |
| 60 | self.device_ids = self.parallel_config.device_ids.split(",") |
| 61 | |
| 62 | gc.collect() |
| 63 | else: |
| 64 | raise RuntimeError(f"Not support device type: {self.device_config.device}") |
| 65 | |
| 66 | set_random_seed(self.fd_config.model_config.seed) |
| 67 | # Construct model runner |
| 68 | self.model_runner: IluvatarModelRunner = IluvatarModelRunner( |
| 69 | fd_config=self.fd_config, |
| 70 | device=self.device, |
| 71 | device_id=self.device_ids[self.local_rank], |
| 72 | rank=self.rank, |
| 73 | local_rank=self.local_rank, |
| 74 | ) |
| 75 | |
| 76 | def determine_available_memory(self) -> int: |
| 77 | """ |
nothing calls this directly
no test coverage detected