Python HeUniform.max Beispiele

Beispiel #1

Datei: test_init.py Projekt: 52nlp/Lasagne

def test_he_uniform_gain():
    from lasagne.init import HeUniform

    sample = HeUniform(gain=10.0).sample((300, 200))
    assert -1.0 <= sample.min() < -0.9
    assert 0.9 < sample.max() <= 1.0

    sample = HeUniform(gain='relu').sample((100, 100))
    assert -0.1 < sample.mean() < 0.1
    assert 0.1 < sample.std() < 0.2

Beispiel #2

Datei: test_init.py Projekt: cbbjames/Variational-Dropout---ResNet-

def test_he_uniform_gain():
    from lasagne.init import HeUniform

    sample = HeUniform(gain=10.0).sample((300, 200))
    assert -1.0 <= sample.min() < -0.9
    assert 0.9 < sample.max() <= 1.0

    sample = HeUniform(gain='relu').sample((100, 100))
    assert -0.1 < sample.mean() < 0.1
    assert 0.1 < sample.std() < 0.2

Beispiel #3

Datei: test_init.py Projekt: cbbjames/Variational-Dropout---ResNet-

def test_he_uniform_c01b():
    from lasagne.init import HeUniform

    sample = HeUniform(c01b=True).sample((75, 2, 2, 75))
    assert -0.1 <= sample.min() < -0.09
    assert 0.09 < sample.max() <= 0.1

Beispiel #4

Datei: test_init.py Projekt: cbbjames/Variational-Dropout---ResNet-

def test_he_uniform_receptive_field():
    from lasagne.init import HeUniform

    sample = HeUniform().sample((150, 150, 2))
    assert -0.10 <= sample.min() < -0.09
    assert 0.09 < sample.max() <= 0.10

Beispiel #5

Datei: test_init.py Projekt: cbbjames/Variational-Dropout---ResNet-

def test_he_uniform():
    from lasagne.init import HeUniform

    sample = HeUniform().sample((300, 200))
    assert -0.1 <= sample.min() < -0.09
    assert 0.09 < sample.max() <= 0.1

Beispiel #6

Datei: test_init.py Projekt: 52nlp/Lasagne

def test_he_uniform_c01b():
    from lasagne.init import HeUniform

    sample = HeUniform(c01b=True).sample((75, 2, 2, 75))
    assert -0.1 <= sample.min() < -0.09
    assert 0.09 < sample.max() <= 0.1

Beispiel #7

Datei: test_init.py Projekt: 52nlp/Lasagne

def test_he_uniform_receptive_field():
    from lasagne.init import HeUniform

    sample = HeUniform().sample((150, 150, 2))
    assert -0.10 <= sample.min() < -0.09
    assert 0.09 < sample.max() <= 0.10

Beispiel #8

Datei: test_init.py Projekt: 52nlp/Lasagne

def test_he_uniform():
    from lasagne.init import HeUniform

    sample = HeUniform().sample((300, 200))
    assert -0.1 <= sample.min() < -0.09
    assert 0.09 < sample.max() <= 0.1

Beispiel #9

Datei: test_init.py Projekt: white1033/Lasagne

def test_he_uniform_gain():
    from lasagne.init import HeUniform

    sample = HeUniform(gain=10.0).sample((300, 200))
    assert -1.0 <= sample.min() < -0.9
    assert 0.9 < sample.max() <= 1.0

Beispiel #10

Datei: test_init.py Projekt: AdityaTewari/Lasagne

def test_he_uniform_gain():
    from lasagne.init import HeUniform

    sample = HeUniform(gain=10.0).sample((300, 200))
    assert -1.0 <= sample.min() < -0.9
    assert 0.9 < sample.max() <= 1.0