// // Copyright © 2021 Arm Ltd and Contributors. All rights reserved. // SPDX-License-Identifier: MIT // #include #include #include "Decoder.hpp" TEST_CASE("Test KWS decoder") { // Actual output probability: [0.0, 0.06, 0.02, 0.03, 0.0, 0.0, 0.05, 0.0, 0.83, 0.0, 0.1, 0.0] // int8 quantised Model output [1, 4, 2, 3, 1, 1, 3, 1, 43, 1, 6, 1] // Reconstructed dequantised probability [0.0, 0.06, 0.02, 0.04, 0.0, 0.0, 0.04, 0.0, 0.84, 0.0, 0.1, 0.0] int quantisationOffset = 1; float quantisationScale = 0.02; std::vector modelOutput = {1, 4, 2, 3, 1, 1, 3, 1, 43, 1, 6, 1}; kws::Decoder decoder(quantisationOffset,quantisationScale); std::pair result = decoder.decodeOutput(modelOutput); CHECK(result == std::pair(8,0.84)); }