File size: 952 Bytes
093b0a5 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 | import os
import torch
import numpy as np
class Exp_Basic(object):
def __init__(self, args):
self.args = args
self.device = self._acquire_device()
self.model = self._build_model().to(self.device)
def _build_model(self):
raise NotImplementedError
return None
def _acquire_device(self):
if self.args.use_gpu:
os.environ["CUDA_VISIBLE_DEVICES"] = (
str(self.args.gpu) if not self.args.use_multi_gpu else self.args.devices
)
device = torch.device(f"cuda:{self.args.gpu}")
print(f"Use GPU: cuda:{self.args.gpu}")
else:
device = torch.device("cpu")
print("Use CPU")
return device
def _get_data(self, *args, **kwargs):
pass
def vali(self, *args, **kwargs):
pass
def train(self, *args, **kwargs):
pass
def test(self, *args, **kwargs):
pass
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