new_contents: def test_gpu():
    from theano import function, config, shared, sandbox
    import theano.tensor as T
    import numpy
    import time
  
    vlen = 10 * 30 * 768  # 10 x #cores x # threads per core
    iters = 1000
  
    rng = numpy.random.RandomState(22)
    x = shared(numpy.asarray(rng.rand(vlen), config.floatX))
    f = function([], T.exp(x))
    print(f.maker.fgraph.toposort())
    t0 = time.time()
    for i in range(iters):
        r = f()
    t1 = time.time()
    print("Looping %d times took %f seconds" % (iters, t1 - t0))
    print("Result is %s" % (r,))
    if numpy.any([isinstance(x.op, T.Elemwise) for x in f.maker.fgraph.toposort()]):
        print('Used the cpu')
    else:
        print('Used the gpu')
        
        
  
subject: Create keras_utils.py