context("optimizers")



test_optimizer <- function(name) {
  optimizer_fn <- eval(parse(text = name))
  test_call_succeeds(name, {
    keras_model_sequential() %>%
      layer_dense(32, input_shape = c(784)) %>%
      compile(
        optimizer = optimizer_fn(),
        loss='binary_crossentropy',
        metrics='accuracy'
      )
  })
}


test_optimizer("optimizer_sgd")
test_optimizer("optimizer_rmsprop")
test_optimizer("optimizer_adagrad")
test_optimizer("optimizer_adadelta")
test_optimizer("optimizer_adam")
test_optimizer("optimizer_adamax")
test_optimizer("optimizer_nadam")