1 # model 2 model = Model() 3 4 i1 = Input("input", "TENSOR_FLOAT32", "{1, 4}") # batch = 1, depth = 1 5 beta = Float32Scalar("beta", 0.000001) 6 output = Output("output", "TENSOR_FLOAT32", "{1, 4}") 7 8 # model 1 9 model = model.Operation("SOFTMAX", i1, beta).To(output) 10 11 # Example 1. Input in operand 0, 12 input0 = {i1: [1., 2., 10., 20.]} 13 14 output0 = {output: [.25, .25, .25, .25]} 15 16 # Instantiate an example 17 Example((input0, output0)) 18