(v)
| 49 | |
| 50 | # monkey-patch tf.get_variable to apply fw |
| 51 | def binarize_weight(v): |
| 52 | name = v.op.name |
| 53 | # don't binarize first and last layer |
| 54 | if not name.endswith('W') or 'conv0' in name or 'fc' in name: |
| 55 | return v |
| 56 | else: |
| 57 | logger.info("Binarizing weight {}".format(v.op.name)) |
| 58 | return fw(v) |
| 59 | |
| 60 | def nonlin(x): |
| 61 | if BITA == 32: |