Python test_equal_analyzer Examples

Example #1

File: test_base.py Project: zzusunjs/innvestigate

def test_fast__BasicGraphReversal():
    def method1(model):
        return BaselineGradient(model)

    def method2(model):
        return Gradient(model)

    dryrun.test_equal_analyzer(method1, method2, "trivia.*:mnist.log_reg")

Example #2

File: test_base.py Project: zzusunjs/innvestigate

def test_precommit__BasicGraphReversal():
    def method1(model):
        return BaselineGradient(model)

    def method2(model):
        return Gradient(model)

    dryrun.test_equal_analyzer(method1, method2, "mnist.*")

Example #3

def test_fast__LRPZ__equal_BaselineLRPZ():
    def method1(model):
        return BaselineLRPZ(model)

    def method2(model):
        # LRP-Z with bias
        return LRPZ(model)

    dryrun.test_equal_analyzer(
        method1,
        method2,
        # mind this only works for
        # networks with relu, max,
        # activations and no
        # skip connections!
        "trivia.dot:mnist.log_reg")