Python set_shared_fs_data_layer Examples

Example #1

File: test_tf_estimator.py Project: atalwalkar/determined-1

def test_mnist_estimator_adaptive_with_data_layer() -> None:
    config = conf.load_config(
        conf.fixtures_path("mnist_estimator/adaptive.yaml"))
    config = conf.set_tf2_image(config)
    config = conf.set_shared_fs_data_layer(config)

    exp.run_basic_test_with_temp_config(
        config, conf.experimental_path("data_layer_mnist_estimator"), None)

Example #2

File: test_tf_keras.py Project: yilunchen27/determined

def run_tf_keras_mnist_data_layer_test(tf2: bool, storage_type: str) -> None:
    config = conf.load_config(
        conf.experimental_path("data_layer_mnist_tf_keras/const.yaml"))
    config = conf.set_max_steps(config, 2)
    config = conf.set_tf2_image(config) if tf2 else conf.set_tf1_image(config)
    if storage_type == "lfs":
        config = conf.set_shared_fs_data_layer(config)
    else:
        config = conf.set_s3_data_layer(config)

    exp.run_basic_test_with_temp_config(
        config, conf.experimental_path("data_layer_mnist_tf_keras"), 1)

Example #3

File: test_tf_estimator.py Project: atalwalkar/determined-1

def test_mnist_estimator_data_layer_parallel(storage_type: str) -> None:
    config = conf.load_config(
        conf.experimental_path("data_layer_mnist_estimator/const.yaml"))
    config = conf.set_max_steps(config, 2)
    config = conf.set_slots_per_trial(config, 8)
    config = conf.set_tf1_image(config)
    if storage_type == "lfs":
        config = conf.set_shared_fs_data_layer(config)
    else:
        config = conf.set_s3_data_layer(config)

    exp.run_basic_test_with_temp_config(
        config, conf.experimental_path("data_layer_mnist_estimator"), 1)