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)
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)
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)