Alex Williams ahwillia
gngdb
/ example_usage.py
Last active
May 18, 2022 05:32
Wrap PyTorch functions for scipy's optimize.minimize: https://docs.scipy.org/doc/scipy/reference/generated/scipy.optimize.minimize.html (I also made a repo to do this https://github.com/gngdb/pytorch-minimize, although I had forgotten about this gist at the time)
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| import torch | |
| import torch.nn as nn | |
| import torch.optim as optim | |
| import torch.nn.functional as F | |
| import numpy as np | |
| from scipy import optimize | |
| from obj import PyTorchObjective |
nirum
/ tf_sandbox.py
Last active
June 23, 2017 03:51
monkeypatch for giving subclasses their own graph and session (tensorflow)
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| def tf_graph_wrapper(func): | |
| """Wraps a class method with a tf.Graph context manager""" | |
| @wraps(func) | |
| def wrapper(self, *args, **kwargs): | |
| with self._graph.as_default(): | |
| return func(self, *args, **kwargs) | |
| return wrapper | |
| def tf_init(func): |