render()

void AppAIfES::render ( )

inlineoverrideprotectedvirtual

render loop

Reimplemented from AppBaseClass.

Definition at line 118 of file AppAIfES.h.

                          {
        //perform the training
        uint16_t x_train_shape[2] = {3, 3};
        float x_train_data[3*3] = {0.0f, 0.0f, 0.0f,
                                1.0f, 1.0f, 1.0f,
                                1.0f, 0.0f, 0.0f};
        x_train = AITENSOR_2D_F32(x_train_shape, x_train_data);
        
        // Target data / Labels for training
        uint16_t y_train_shape[2] = {3, 2};
        float y_train_data[3*2] = {1.0f, 0.0f,
                                0.0f, 1.0f,
                                0.0f, 0.0f};
        y_train = AITENSOR_2D_F32(y_train_shape, y_train_data);
 
        x_test = &x_train;
        y_test = &y_train;
 
 
        // One epoch of training. Iterates through the whole data once
        float loss;
        int batch_size = 300;
        
        aialgo_train_model(&model, &x_train, &y_train, optimizer, batch_size);
        aialgo_calc_loss_model_f32(&model, x_test, y_test, &loss);
            
        // Print the loss to the console
        //aiprint("M VM Epoch "); aiprint_int("%5d", 0);
        //aiprint(": test loss: "); aiprint_float("%f", loss);
        //aiprint("\n");
    };    //called only when the app is active

References model, optimizer, x_test, x_train, y_test, and y_train.