import * as tf from '@tensorflow/tfjs-core';
import { boxPredictionLayer } from './boxPredictionLayer';
import { pointwiseConvLayer } from './pointwiseConvLayer';
export function predictionLayer(x, conv11, params) {
    return tf.tidy(() => {
        const conv0 = pointwiseConvLayer(x, params.conv_0, [1, 1]);
        const conv1 = pointwiseConvLayer(conv0, params.conv_1, [2, 2]);
        const conv2 = pointwiseConvLayer(conv1, params.conv_2, [1, 1]);
        const conv3 = pointwiseConvLayer(conv2, params.conv_3, [2, 2]);
        const conv4 = pointwiseConvLayer(conv3, params.conv_4, [1, 1]);
        const conv5 = pointwiseConvLayer(conv4, params.conv_5, [2, 2]);
        const conv6 = pointwiseConvLayer(conv5, params.conv_6, [1, 1]);
        const conv7 = pointwiseConvLayer(conv6, params.conv_7, [2, 2]);
        const boxPrediction0 = boxPredictionLayer(conv11, params.box_predictor_0);
        const boxPrediction1 = boxPredictionLayer(x, params.box_predictor_1);
        const boxPrediction2 = boxPredictionLayer(conv1, params.box_predictor_2);
        const boxPrediction3 = boxPredictionLayer(conv3, params.box_predictor_3);
        const boxPrediction4 = boxPredictionLayer(conv5, params.box_predictor_4);
        const boxPrediction5 = boxPredictionLayer(conv7, params.box_predictor_5);
        const boxPredictions = tf.concat([
            boxPrediction0.boxPredictionEncoding,
            boxPrediction1.boxPredictionEncoding,
            boxPrediction2.boxPredictionEncoding,
            boxPrediction3.boxPredictionEncoding,
            boxPrediction4.boxPredictionEncoding,
            boxPrediction5.boxPredictionEncoding
        ], 1);
        const classPredictions = tf.concat([
            boxPrediction0.classPrediction,
            boxPrediction1.classPrediction,
            boxPrediction2.classPrediction,
            boxPrediction3.classPrediction,
            boxPrediction4.classPrediction,
            boxPrediction5.classPrediction
        ], 1);
        return {
            boxPredictions,
            classPredictions
        };
    });
}
//# sourceMappingURL=predictionLayer.js.map