gistfile1.txt

        OutputStream fos = Files.newOutputStream(Paths.get("coefficients.bin"));
        ObjectOutputStream dos = new ObjectOutputStream(fos);
        dos.writeObject(model.params());
        dos.flush();
        dos.close();
        FileUtils.write(new File("conf.json"), model.getLayerWiseConfigurations().toJson());
        
        MultiLayerConfiguration confFromJson = MultiLayerConfiguration.fromJson(FileUtils.readFileToString(new File("conf.json")));
        ObjectInputStream dis = new ObjectInputStream(new FileInputStream("coefficients.bin"));
        INDArray newParams = (INDArray) dis.readObject();
        dis.close();
        MultiLayerNetwork savedNetwork = new MultiLayerNetwork(confFromJson);
        savedNetwork.init();
        savedNetwork.setParameters(newParams);
        System.out.println("Original network params " + model.params());
        System.out.println("Restored network params " + savedNetwork.params());