Python sacred.Ingredient() Examples

The following are 8 code examples of sacred.Ingredient(). You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. You may also want to check out all available functions/classes of the module sacred , or try the search function .
Example #1
Source File: test_experiment.py    From sacred with MIT License 6 votes vote down vote up 
def test_named_config_and_ingredient():
    ing = Ingredient("foo")

    @ing.config
    def cfg():
        a = 10

    ex = Experiment(ingredients=[ing])

    @ex.config
    def default():
        b = 20

    @ex.named_config
    def named():
        b = 30

    @ex.main
    def main():
        pass

    r = ex.run(named_configs=["named"])
    assert r.config["b"] == 30
    assert r.config["foo"] == {"a": 10}
Example #2
Source File: test_commands.py    From sacred with MIT License 6 votes vote down vote up 
def test_format_named_configs():
    ingred = Ingredient("ingred")
    ex = Experiment(name="experiment", ingredients=[ingred])

    @ingred.named_config
    def named_config1():
        pass

    @ex.named_config
    def named_config2():
        """named config with doc"""
        pass

    dict_config = dict(v=42)
    ingred.add_named_config("dict_config", dict_config)

    named_configs_text = _format_named_configs(OrderedDict(ex.gather_named_configs()))
    assert named_configs_text.startswith(
        "Named Configurations (" + COLOR_DOC + "doc" + ENDC + "):"
    )
    assert "named_config2" in named_configs_text
    assert "# named config with doc" in named_configs_text
    assert "ingred.named_config1" in named_configs_text
    assert "ingred.dict_config" in named_configs_text
Example #3
Source File: modular.py    From sacred with MIT License 5 votes vote down vote up 
def cfg1():
    verbose = True


# ============== Ingredient 1: dataset.paths =================
Example #4
Source File: modular.py    From sacred with MIT License 5 votes vote down vote up 
def cfg2(settings):
    v = not settings["verbose"]
    base = "/home/sacred/"


# ============== Ingredient 2: dataset =======================
Example #5
Source File: ingredient.py    From sacred with MIT License 5 votes vote down vote up 
def cfg2():
    filename = "foo.npy"


# add the Ingredient while creating the experiment
Example #6
Source File: TaskBuilder.py    From tape-neurips2019 with MIT License 5 votes vote down vote up 
def add_task(task_name: str, task: Type[Task], params: Optional[Ingredient] = None) -> None:
        assert isinstance(task, type)
        TaskBuilder.tasks[task_name] = task

        if params is not None:
            TaskBuilder.params.append(params)
Example #7
Source File: ModelBuilder.py    From tape-neurips2019 with MIT License 5 votes vote down vote up 
def add_model(model_name: str,
                  model: Type[AbstractTapeModel],
                  hparams: Optional[Ingredient] = None) -> None:

        if not issubclass(model, AbstractTapeModel):
            raise TypeError("Model is not a subclass of AbstractTapeModel")
        if hparams is not None and not isinstance(hparams, Ingredient):
            raise TypeError("hparams object is not a sacred Ingredient")

        ModelBuilder.models[model_name] = model

        if hparams is not None:
            ModelBuilder.hparams.append(hparams)
Example #8
Source File: coco.py    From keras-contrib with MIT License 5 votes vote down vote up 
def mkdir_p(path):
    # http://stackoverflow.com/questions/600268/mkdir-p-functionality-in-python
    try:
        os.makedirs(path)
    except OSError as exc:  # Python >2.5
        if exc.errno == errno.EEXIST and os.path.isdir(path):
            pass
        else:
            raise


# ============== Ingredient 2: dataset =======================