From 55522f44ef013062287322d34c623b87f358535a Mon Sep 17 00:00:00 2001 From: Kevin Date: Fri, 3 Aug 2018 17:11:57 -0700 Subject: [PATCH] done with extrapolation experiment. --- .gitignore | 110 +++++++++++++++++++++++++++++++++++++++++ README.md | 0 config.py | 0 data.py | 0 extrapolation.py | 77 +++++++++++++++++++++++++++++ imgs/extrapolation.png | Bin 0 -> 400975 bytes main.py | 0 models/__init__.py | 1 + models/mlp.py | 61 +++++++++++++++++++++++ trainer.py | 0 utils.py | 0 11 files changed, 249 insertions(+) create mode 100644 .gitignore create mode 100644 README.md create mode 100644 config.py create mode 100644 data.py create mode 100644 extrapolation.py create mode 100644 imgs/extrapolation.png create mode 100644 main.py create mode 100644 models/__init__.py create mode 100644 models/mlp.py create mode 100644 trainer.py create mode 100644 utils.py diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..b3ebba1 --- /dev/null +++ b/.gitignore @@ -0,0 +1,110 @@ +*.ipynb +ckpt/ +logs/ +plots/ +.DS_Store + +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +.hypothesis/ +.pytest_cache/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# pyenv +.python-version + +# celery beat schedule file +celerybeat-schedule + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ diff --git a/README.md b/README.md new file mode 100644 index 0000000..e69de29 diff --git a/config.py b/config.py new file mode 100644 index 0000000..e69de29 diff --git a/data.py b/data.py new file mode 100644 index 0000000..e69de29 diff --git a/extrapolation.py b/extrapolation.py new file mode 100644 index 0000000..c901e7b --- /dev/null +++ b/extrapolation.py @@ -0,0 +1,77 @@ +import numpy as np +import matplotlib.pyplot as plt + +import torch +import torch.nn.functional as F + +from models import MLP + +TRAIN_RANGE = [-5, 5] +TEST_RANGE = [-20, 20] +LEARNING_RATE = 1e-2 +NUM_ITERS = int(1e4) +NON_LINEARITIES = [ + 'hardtanh', 'sigmoid', 'relu6', 'tanh', + 'tanhshrink', 'hardshrink', 'leakyrelu', + 'softshrink', 'softsign', 'relu', + 'prelu', 'softplus', 'elu', 'selu', +] + + +def train(model, optimizer, data, num_iters): + for i in range(num_iters): + out = model(data) + loss = F.mse_loss(out, data) + mea = torch.mean(torch.abs(data - out)) + optimizer.zero_grad() + loss.backward() + optimizer.step() + if i % 1000 == 0: + print("\t{}/{}: loss: {:.3f} - mea: {:.3f}".format( + i+1, num_iters, loss.item(), mea.item()) + ) + + +def test(model, data): + with torch.no_grad(): + out = model(data) + return torch.abs(data - out) + + +def main(): + save_dir = './imgs/' + + TRAIN_RANGE[-1] += 1 + TEST_RANGE[-1] += 1 + + # datasets + train_data = torch.arange(*TRAIN_RANGE).unsqueeze_(1).float() + test_data = torch.arange(*TEST_RANGE).unsqueeze_(1).float() + + # train + all_mses = [] + for non_lin in NON_LINEARITIES: + print("Working with {}...".format(non_lin)) + mses = [] + for i in range(100): + net = MLP(non_lin) + optim = torch.optim.Adam(net.parameters(), lr=LEARNING_RATE) + train(net, optim, train_data, NUM_ITERS) + mses.append(test(net, test_data)) + all_mses.append(torch.cat(mses, dim=1).mean(dim=1)) + all_mses = [x.numpy().flatten() for x in all_mses] + + # plot + fig, ax = plt.subplots(figsize=(8, 7)) + x_axis = np.arange(-20, 21) + for i, non_lin in enumerate(NON_LINEARITIES): + ax.plot(x_axis, all_mses[i], label=non_lin) + plt.grid() + plt.legend(loc='best') + plt.ylabel('Mean Absolute Error') + plt.savefig(save_dir + 'extrapolation.png', format='png', dpi=300) + plt.show() + + +if __name__ == '__main__': + main() diff --git a/imgs/extrapolation.png b/imgs/extrapolation.png new file mode 100644 index 0000000000000000000000000000000000000000..778852a7d4ba9b3e2e5547a135e15a44314c887f GIT binary patch literal 400975 zcmeFZXH-<#7ByOGtKBMM4j^E}K$4t;iUAc-5kaDWAX$)%q}EnUK#KyB5mZ33uQNKSDmAT@hEaFd-`Ti1|y+ zI)_E}Qf7(vaccCBQXSb@n*RNJ&5U{s{B7da*f*Q$JWZr$pE)eH^7H=dTQ_f5c>K5h 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