diff options
Diffstat (limited to 'thirdparty/opus/mlp_data.c')
| -rw-r--r-- | thirdparty/opus/mlp_data.c | 755 |
1 files changed, 659 insertions, 96 deletions
diff --git a/thirdparty/opus/mlp_data.c b/thirdparty/opus/mlp_data.c index c2fda4e2e5..ae4178df76 100644 --- a/thirdparty/opus/mlp_data.c +++ b/thirdparty/opus/mlp_data.c @@ -1,5 +1,4 @@ -/* The contents of this file was automatically generated by mlp_train.c - It contains multi-layer perceptron (MLP) weights. */ +/*This file is automatically generated from a Keras model*/ #ifdef HAVE_CONFIG_H #include "config.h" @@ -7,103 +6,667 @@ #include "mlp.h" -/* RMS error was 0.138320, seed was 1361535663 */ +static const opus_int8 layer0_weights[800] = { + -30, -9, 2, -12, 5, -1, 8, 9, + 9, 8, -13, 18, -17, -34, -5, 17, + -11, 0, -4, 10, 2, 10, 15, -8, + 2, -1, 0, 5, 13, -3, -16, 1, + -5, 3, 7, -28, -13, 6, 36, -3, + 19, -60, -17, -28, 7, -11, -30, -7, + 2, -42, -21, -3, 6, -22, 33, -9, + 7, -30, 21, -14, 24, -11, -20, -18, + -5, -12, 12, -49, -50, -49, 16, 9, + -37, -1, 9, 34, -13, -31, -31, 12, + 16, 44, -42, 2, -9, 8, -18, -6, + 9, 36, 19, 11, 13, 12, -21, 3, + -28, -12, 3, 33, 25, -14, 11, 1, + -94, -39, 18, -12, -11, -15, -7, 49, + 52, 10, -43, 9, 57, 8, 21, -6, + 14, -15, 44, -8, 7, -30, -13, -2, + -9, 25, -2, -127, 18, -11, -52, 26, + -27, 27, 10, -10, 7, 43, 6, -24, + 41, 10, -18, -27, 10, 17, 9, 10, + -17, -10, 20, -6, 22, 55, 35, -80, + 36, 25, -24, -36, 15, 9, -19, 88, + 19, 64, -51, -35, 17, 0, -7, 41, + -16, 27, 4, 15, -1, 18, -16, 47, + -39, -54, -8, 13, -25, -20, 102, -18, + -5, 44, 11, -28, 71, 2, -51, -5, + 5, 2, -83, -9, -29, 8, 21, -53, + 58, -37, -7, 13, 38, 9, 34, -1, + -41, 21, 4, -24, -36, -33, -21, 32, + 75, -2, 1, -68, -1, 47, -29, 32, + 20, 12, -65, -87, 5, 16, -12, 24, + 40, 15, 7, 19, -26, -17, 17, 6, + -2, -37, -30, -9, 32, -127, -39, 0, + -31, -27, 4, -22, 23, -6, -77, 35, + -61, 32, -37, -24, 13, -11, -1, -40, + -3, 17, -7, 13, 11, 59, -19, 10, + 6, -18, 0, 13, 3, -6, -23, 19, + 11, -17, 13, -1, -80, 40, -53, 69, + -29, -54, 0, -4, 33, -25, -2, 38, + 35, 36, -15, 46, 2, -13, -16, -8, + -8, 12, -24, -9, -55, -5, -9, 32, + 11, 7, 12, -18, -10, -86, -38, 54, + 37, -25, 18, -43, 7, -27, -27, -54, + 13, 9, 22, 70, 6, 35, -7, 23, + -15, -44, -6, 7, -66, -85, 32, 40, + -19, -9, -7, 12, -15, 7, 2, 6, + -35, 11, 28, 0, 26, 14, 1, 1, + 4, 12, 18, 35, 22, -18, -3, 14, + -1, 7, 14, -8, -14, -3, 4, -3, + -19, -7, -1, -25, -27, 25, -26, -2, + 33, -22, -27, -25, 4, -9, 7, 21, + 26, -30, 10, -9, -20, 11, 27, 10, + 5, -18, 14, -4, 2, -17, -5, -7, + -9, -13, 15, 29, 1, -10, -16, -10, + 35, 36, -7, -22, -44, 17, 30, 22, + 21, -1, 22, -11, 32, -8, -7, 5, + -10, 5, 30, -20, 29, -20, -34, 12, + -4, -6, 6, -13, 10, -5, -68, -1, + 24, 9, 19, -24, -64, 31, 19, 27, + -26, 75, -45, 41, 39, -42, 8, 6, + 23, -30, 16, -25, 30, 34, 8, -38, + -3, 18, 16, -31, 22, -4, -9, 1, + 20, 9, 38, -32, 0, -45, 0, -6, + -13, 11, -25, -32, -22, 31, -24, -11, + -11, -4, -4, 20, -34, 22, 20, 9, + -25, 27, -5, 28, -29, 29, 6, 21, + -6, -18, 54, 4, -46, 23, 21, -14, + -31, 36, -41, -24, 4, 22, 10, 11, + 7, 36, -32, -13, -52, -17, 24, 28, + -37, -36, -1, 24, 9, -38, 35, 48, + 18, 2, -1, 45, 10, 39, 24, -38, + 13, 8, -16, 8, 25, 11, 7, -29, + -11, 7, 20, -30, -38, -45, 14, -18, + -28, -9, 65, 61, 22, -53, -38, -16, + 36, 46, 20, -39, 32, -61, -6, -6, + -36, -33, -18, -28, 56, 101, 45, 11, + -28, -23, -29, -61, 20, -47, 2, 48, + 27, -17, 1, 40, 1, 3, -51, 15, + 35, 28, 22, 35, 53, -61, -29, 12, + -6, -21, 10, 3, -20, 2, -25, 1, + -6, 31, 11, -3, 1, -10, -52, 6, + 126, -105, 122, 127, -128, 127, 127, -128, + 127, 108, 12, 127, 48, -128, -36, -128, + 127, 127, -128, -128, 127, 89, -128, 127, + -128, -128, -128, 127, 127, -128, -128, -93, + -82, 20, 125, 65, -82, 127, 38, -74, + 81, 88, -88, 79, 51, -47, -111, -26, + 14, 83, -88, -112, 24, 35, -101, 98, + -99, -48, -45, 46, 83, -60, -79, 45, + -20, -41, 9, 4, 52, 54, 93, -10, + 4, 13, 3, 123, 6, 94, -111, -69, + -14, -31, 10, 12, 53, -79, -11, -21, + -2, -44, -72, 92, 65, -57, 56, -38, + 127, -56, -128, 127, 127, -128, 86, 117, + -75, -128, 127, -19, -99, -112, 127, -128, + 127, -48, 114, 118, -128, -128, 117, -17, + -6, 121, -128, 127, -128, 82, 54, -106, + 127, 127, -33, 100, -39, -23, 18, -78, + -34, -29, -1, -30, 127, -26, 127, -128, + 126, -128, 27, -23, -79, -120, -127, 127, + 72, 66, 29, 7, -66, -56, -117, -128 +}; + +static const opus_int8 layer0_bias[32] = { + 51, -16, 1, 13, -5, -6, -16, -7, + 11, -6, 106, 26, 28, -14, 21, -29, + 7, 18, -18, -17, 21, -17, -9, 20, + -25, -3, -34, 48, 11, -13, -31, -20 +}; + +static const opus_int8 layer1_weights[2304] = { + 22, -1, -7, 7, 29, -27, -31, -17, + -13, 33, 44, -8, 11, 33, 24, 78, + 15, 19, 30, -2, -24, 5, 49, 5, + 36, 29, -14, -11, -48, -33, 21, -42, + -38, -12, 55, -37, 54, -8, 1, 36, + 17, 0, 51, 31, 59, 7, -12, 53, + 4, 32, -14, 48, 5, -10, -16, -8, + 1, -16, -56, -24, -6, 18, -2, 23, + 6, 46, -6, -10, 20, 35, -44, -15, + -49, 36, 16, 5, -7, -79, -67, 12, + 70, -3, -79, -54, -85, -24, 47, -22, + 33, 21, 69, -1, 11, 22, 14, -16, + -16, -22, -28, -11, 11, -41, 31, -26, + -33, -19, -4, 27, 32, -50, 5, -10, + -38, -22, -8, 35, -31, 1, -41, -15, + -11, 44, 28, -17, -41, -23, 17, 2, + -23, -26, -13, -13, -17, 6, 14, -31, + -25, 9, -19, 39, -8, 4, 31, -1, + -45, -11, -28, -92, -46, -15, 21, 118, + -22, 45, -51, 11, -20, -20, -15, 13, + -21, -97, -29, -32, -23, -42, 94, 1, + 23, -8, 63, -3, -46, 19, -26, 32, + -40, -74, -26, 26, -4, -13, 30, -20, + -30, -25, -14, -31, -45, -43, 4, -60, + -48, -12, -34, 2, 2, 3, 13, 15, + 11, 16, 5, 46, -9, -55, -16, -57, + 29, 14, 38, -50, -2, -44, -11, -8, + 52, -27, -38, -7, 20, 47, 17, -59, + 0, 47, 46, -63, 35, -17, 19, 33, + 68, -19, 2, 15, -16, 28, -16, -103, + 26, -35, 47, -39, -60, 30, 31, -23, + -52, -13, 116, 47, -25, 30, 40, 30, + -22, 2, 12, -27, -18, 31, -10, 27, + -8, -66, 12, 14, 4, -26, -28, -13, + 3, 13, -26, -51, 37, 5, 2, -21, + 47, 3, 13, 25, -41, -27, -8, -4, + 5, -76, -33, 28, 10, 9, -46, -74, + 19, 28, 25, 31, 54, -55, 68, 38, + -24, -32, 2, 4, 68, 11, -1, 99, + 5, 16, -2, -74, 40, 26, -26, 33, + 31, -1, -68, 14, -6, 25, 9, 29, + 60, 61, 7, -7, 0, -24, 7, 77, + 4, -1, 16, -7, 13, -15, -19, 28, + -31, -24, -16, 37, 24, 13, 30, 10, + -30, 11, 11, -10, 22, 60, 28, 45, + -3, -40, -62, -5, -102, 9, -32, -27, + -54, 21, 15, -5, 37, -43, -11, 37, + -19, 47, -64, -128, -27, -114, 21, -66, + 59, 46, -3, -12, -87, -9, 4, 19, + -113, -36, 78, 57, -26, -38, -77, -10, + 6, 6, -75, 25, -97, -11, 33, -46, + 1, 13, -21, -33, -20, 16, -6, -3, + -11, -4, -27, 38, 8, -41, -2, -33, + 18, 19, -26, 1, -29, -22, -4, -14, + -55, -11, -80, -3, 11, 34, 90, 51, + 11, 17, 43, 36, 127, -32, 29, 103, + 9, 27, 13, 64, 56, 70, -14, 3, + -12, 10, 37, 3, 12, -22, -10, 46, + 28, 10, 20, 26, -24, 18, 9, 7, + 14, 34, -5, -7, 31, -14, -56, 11, + -18, -8, -17, -7, -10, -40, 10, -33, + -32, -43, 5, 9, 11, -4, 10, 50, + -12, -5, 46, 9, 7, 1, 11, 15, + 91, -17, 7, -50, 23, 6, -30, -99, + 0, -17, 14, 8, -10, -25, -30, -69, + -62, 31, 127, 114, -23, 101, -5, -54, + -6, -22, 7, -56, 39, 18, -29, 0, + 46, 8, -79, 4, -21, 18, -32, 62, + -12, -8, -12, -58, 31, -32, 17, 6, + -24, 25, 24, 9, 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27, 39, 20, 48, -11, -4, -13, + 28, 11, -31, -18, 31, -29, 22, -2, + -20, -16, 5, 30, -12, -28, -3, 93, + -16, 23, 18, -29, 6, -54, -37, 28, + -3, -3, -47, -3, -36, -55, -3, 41, + -10, 47, -2, 23, 42, -7, -71, -27, + 83, -64, 7, -24, 8, 26, -17, 15, + 12, 31, -30, -38, -13, -33, -56, 4, + -17, 20, 18, 1, -30, -5, -6, -31, + -14, -37, 0, 22, 10, -30, 37, -17, + 18, 6, 5, 23, -36, -32, 14, 18, + -13, -61, -52, -69, 44, -30, 16, 18, + -4, -25, 14, 81, 26, -8, -23, -59, + 52, -104, 17, 119, -32, 26, 17, 1, + 23, 45, 29, -64, -57, -14, 73, 21, + -13, -13, 9, -68, -7, -52, 3, 24, + -39, 44, -15, 27, 14, 19, -9, -28, + -11, 5, 3, -34, -2, 2, 22, -6, + -23, 4, 3, 13, -22, -13, -10, -18, + 29, 6, 44, -13, -24, -8, 2, 30, + 14, 43, 6, 17, -73, -6, -7, 20, + -80, -7, -7, -28, 15, -69, -38, -5, + -100, -35, 15, -79, 23, 29, -18, -27, + 21, -66, -37, 8, -22, -39, 48, 4, + -13, 1, -9, 11, -29, 22, 6, -49, + 32, -14, 47, -18, -4, 44, -52, -74, + 43, 30, 23, -14, 5, 0, -27, 4, + -7, 10, -4, 10, 1, 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-71, -14, 42, 93, + 26, 11, -6, -58, -11, 70, -52, 19, + 9, -30, -33, 11, -37, -47, -21, -22, + -40, 10, 47, 4, -23, 17, 48, 41, + -48, 14, 10, 15, 34, -23, -2, -47, + 23, -32, -13, -10, -26, -26, -4, 16, + 38, -14, 0, -12, -7, -7, 20, 44, + -1, -32, -27, -16, 4, -6, -18, 14, + 5, 4, -29, 28, 7, -7, 15, -11, + -20, -45, -36, 16, 84, 34, -59, -30, + 22, 126, 8, 68, 79, -17, 21, -68, + 37, 5, 15, 63, 49, 127, -90, 85, + 43, 7, 16, 9, 6, -45, -57, -43, + 57, 11, -23, -11, -29, 60, -26, 0, + 7, 42, -24, 10, 23, -25, 8, -7, + -40, 19, -17, 35, 4, 27, -39, -91, + 27, -36, 34, 2, 16, -24, 25, 7, + -21, 5, 17, 10, -22, -30, 9, -17, + -61, -26, 33, 21, 58, -51, -14, 69, + -38, 20, 7, 80, -4, -65, -6, -27, + 53, -12, 47, -1, -15, 1, 60, 102, + -79, -4, 12, 9, 22, 37, -8, -4, + 37, 2, -3, -15, -16, -11, -5, 19, + -6, -43, 20, -25, -18, 10, -27, 0, + -28, -27, -11, 10, -18, -2, -4, -16, + 26, 14, -6, 7, -6, 1, 53, -2, + -29, 23, 9, -30, -6, -4, -6, 56, + 70, 0, -33, -20, -17, -9, -24, 46, + -5, -105, 47, -46, -51, 20, 20, -53, + -81, -1, -7, 75, -5, -21, -65, 12, + -52, 22, -50, -12, 49, 54, 76, -81, + 10, 45, -41, -59, 18, -19, 25, 14, + -31, -53, -5, 12, 31, 84, -23, 2, + 7, 2, 10, -32, 39, -2, -12, 1, + -9, 0, -10, -11, 9, 15, -8, -2, + 2, -1, 10, 14, -5, -40, 19, -7, + -7, 26, -4, 2, 1, -27, 35, 32, + 21, -31, 26, 43, -9, 4, -32, 40, + -62, -52, 36, 22, 38, 22, 36, -96, + 6, -10, -23, -49, 15, -33, -18, -3, + 0, 41, 21, -19, 21, 23, -39, -23, + -6, 6, 47, 56, 4, 74, 0, -98, + 29, -47, -14, -36, 21, -22, 22, 16, + 13, 12, 16, -5, 13, 17, -13, -15, + 1, -34, -26, 26, 12, 32, 27, 13, + -67, 27, 2, 8, 10, 18, 16, 20, + -17, -17, 57, -64, 5, 14, 19, 31, + -18, -44, -46, -16, 4, -25, 17, -126, + -24, 39, 4, 8, 55, -25, -34, 39, + -16, 3, 9, 71, 72, -31, -55, 6, + 10, -25, 32, -85, -21, 18, -8, 15, + 12, -27, -7, 1, -21, -2, -5, 48, + -16, 18, 1, -22, -26, 16, 14, -31, + 27, -6, -15, -21, 4, -14, 18, -36 +}; + +static const opus_int8 layer1_recur_weights[1728] = { + 20, 67, -99, 12, 41, -25, 49, -44, + 35, 81, 110, 47, 34, -66, -14, 14, + -60, 34, 29, -73, 10, 41, 35, 89, + 7, -35, 22, 7, 27, -20, -6, 56, + 26, 66, 6, 33, -55, 53, 1, -21, + 14, 17, 68, 55, 59, 0, 18, -9, + 5, -41, 6, -5, -114, -12, 29, 42, + -23, 10, 81, -27, 20, -53, -30, -62, + 40, 95, 25, -4, 3, 18, -8, -15, + -29, -82, 2, -57, -3, -61, -29, -29, + 49, 2, -55, 5, -69, -99, -49, -51, + 6, -25, 12, 89, 44, -33, 5, 41, + 1, 23, -37, -37, -28, -48, 3, 4, + -41, -30, -57, -35, -39, -1, -13, -56, + -5, 50, 49, 41, -4, -4, 33, -22, + -1, 33, 34, 18, 40, -42, 12, 1, + -6, -2, 18, 17, 39, 44, 11, 65, + -60, -45, 10, 91, 21, 9, -62, -11, + 8, 69, 37, 24, -30, 21, 26, -27, + 1, -28, 24, 66, -8, 6, -71, 34, + 24, 44, 58, -78, -19, 57, 17, -60, + 1, 12, -3, -1, -40, 22, 11, -5, + 25, 12, 1, 72, 79, 7, -50, 23, + 18, 13, 21, -11, -20, 5, 77, -94, + 24, 15, 57, -51, 3, 36, 53, -1, + 4, 14, 30, -31, 22, 40, 32, -11, + -34, -36, -59, 58, 25, 21, -54, -23, + 40, 46, 18, 0, 12, 54, -96, -99, + -59, 5, 119, -38, 50, 55, 12, -16, + 67, 0, 34, 35, 39, 35, -1, 69, + 24, 27, -30, -35, -4, -70, 2, -44, + -7, -6, 19, -9, 60, 44, -21, -10, + 37, 43, -16, -3, 30, -15, -65, 31, + -55, 18, -98, 76, 64, 25, 24, -18, + -7, -68, -10, 38, 27, -60, 36, 33, + 16, 30, 34, -39, -37, 31, 12, 53, + -54, 14, -26, -49, -128, -13, -5, -22, + -11, -85, 55, -8, -51, -11, -33, -10, + -31, -76, -41, 23, 44, -40, -54, -127, + -101, 19, -23, -15, 15, 27, 58, -60, + 8, 14, -33, 1, 48, -9, -11, -123, + 3, 53, 23, 4, -28, 22, 2, -29, + -67, 36, 12, 7, 55, -21, 88, 20, + -1, -21, -17, 3, 41, 32, -10, -14, + -5, -57, 67, 57, 21, 23, -2, -27, + -73, -24, 120, 21, 18, -35, 42, -7, + 3, -45, -25, 76, -34, 50, 11, -54, + -91, 3, -113, -20, -5, 47, 15, -47, + 17, 27, -3, -26, -7, 10, 7, 74, + -40, 64, -7, -5, -24, -49, -24, -3, + -10, 27, -17, -8, -3, 14, -27, 33, + 13, 39, 28, -7, -38, 29, 16, 44, + 19, 55, -3, 9, -13, -57, 43, 43, + 31, 0, -93, -17, 19, -56, 4, -12, + -25, 37, -85, -13, -118, 33, -17, 56, + 71, -80, -4, 6, -11, -18, 47, -52, + 25, 9, 48, -107, 1, 21, 20, -3, + 10, -16, -4, 24, 17, 31, -61, -18, + -50, 24, -10, 12, 71, 26, 11, -3, + 4, 1, 0, -7, -40, 18, 38, -34, + 38, 17, 8, -34, 2, 21, 123, -32, + -26, 43, 14, -34, -1, -9, 37, -16, + 6, -17, -62, 68, 22, 17, 11, -75, + 33, -80, 62, -9, -75, 76, 36, -41, + -8, -40, -11, -71, 40, -39, 62, -49, + -81, 16, -9, -52, 52, 61, 17, -103, + -27, -10, -8, -54, -57, 21, 23, -16, + -52, 36, 18, 10, -5, 8, 15, -29, + 5, -19, -37, 8, -53, 6, 19, -37, + 38, -17, 48, 10, 0, 81, 46, 70, + -29, 101, 11, 44, -44, -3, 24, 11, + 3, 14, -9, 11, 14, -45, 13, 46, + -3, -57, 68, 44, 63, 98, 25, -28, + -23, 15, 32, -10, 53, -6, -2, -9, + -6, 16, -107, -11, -11, -28, 59, 57, + -22, 38, 42, 83, 27, 5, 29, -30, + 12, -21, -13, 31, 38, -21, 58, -10, + -10, -15, -2, -5, 11, 12, -73, -28, + -38, 22, 2, -25, 73, -52, -12, -55, + 32, -63, 21, 51, 33, 52, -26, 55, + -26, -26, 57, -32, -4, -52, -61, 21, + -33, -91, -51, 69, -90, -53, -38, -44, + 12, -76, -20, 77, -45, -7, 86, 43, + -109, -33, -105, -40, -121, -10, 0, -72, + 45, -51, -75, -49, -38, -1, -62, 18, + -1, 30, -44, -14, -10, -67, 40, -10, + -34, 46, -64, -32, 29, -13, 33, 3, + -32, -5, 28, -27, -25, 93, 24, 68, + -40, 57, 23, -3, -21, -58, 17, -39, + -17, -22, -89, 11, 18, -46, 27, 24, + 46, 127, 61, 87, 31, 127, -36, 47, + -23, 47, 127, -24, 110, 122, 30, 100, + 0, 96, -12, 6, 50, 44, -13, 73, + 4, 55, -11, -15, 49, 42, -6, 20, + -35, 58, 18, 38, 42, 72, 19, -21, + 11, 9, -37, 7, 29, 31, 16, -17, + 13, -50, 19, 5, -23, 51, -16, -5, + 4, -24, 76, 10, -53, -28, -7, -65, + 74, 40, -16, -29, 32, -16, -49, -35, + -3, 59, -96, -50, -43, -43, -61, -15, + -8, -36, -34, -33, -14, 11, -3, -39, + 4, -114, -123, -11, -49, -21, 14, -56, + 1, 43, -63, 26, 40, 18, -10, -26, + -14, -15, -35, -35, -11, 32, -44, -67, + 2, 22, 7, 3, -9, -30, -51, -28, + 28, 6, -22, 16, 34, -25, -52, -54, + -8, -6, 5, 8, 20, -16, -17, -44, + 27, 3, 31, -5, -48, -1, -3, 116, + 11, 71, -31, -47, 109, 50, -22, -12, + -57, 32, 66, 8, -25, -93, -54, -10, + 19, -76, -34, 97, 48, -36, -18, -30, + -39, -26, -12, 28, 14, 12, -12, -31, + 38, 2, 10, 4, -40, 20, 16, -61, + 2, 64, 39, 5, 15, 33, 40, -61, + -49, 93, -10, 33, 28, -11, -27, -18, + 39, -62, -6, -6, 62, 11, -8, 38, + -67, 12, 27, 39, -27, 123, -18, -6, + -65, 83, -64, 20, 19, -11, 33, 24, + 17, 56, 78, 7, -15, 54, -101, -9, + 115, -96, 50, 51, 35, 34, 27, 37, + -40, -11, 8, -36, 42, -45, 2, -23, + 0, 67, -8, -9, -13, 50, -14, -27, + 4, 0, -8, -14, 30, -9, 29, 15, + 9, -38, 37, -8, 50, -46, 54, 41, + -11, -8, -11, -26, 39, 45, 14, -26, + -17, -27, 69, 38, 39, 98, 66, 0, + 42, 123, -101, -19, -83, 117, -32, 56, + 10, 12, -88, 79, -53, 56, 63, 95, + -62, 9, 36, -13, -79, -16, 37, -46, + 35, -34, 14, 17, -54, 5, 21, -7, + 7, 63, 56, 15, 27, -76, -25, 4, + -26, -63, 28, -67, -52, 43, -47, -70, + 40, -12, 40, -66, -37, 0, 35, 37, + -53, 4, -17, -51, 11, 21, 14, -34, + -4, 24, -42, 29, 22, 7, 28, 12, + 37, 39, -39, -19, 65, -60, -50, -2, + 1, 82, 39, 19, -23, -43, -22, -67, + -35, -34, 32, 102, 81, 127, 36, 67, + -45, 1, -67, -52, -4, 35, 20, 28, + 71, 86, -35, -9, -83, -34, 12, 9, + -23, 2, 14, 28, -23, 7, -25, 45, + 7, 17, -37, 0, -19, 31, 26, 40, + -27, -16, 17, 5, -21, 23, 24, 96, + -55, 52, -19, -14, -6, 1, 50, -34, + 86, -53, 38, 2, -52, -36, -13, 60, + -85, -120, 32, 7, -12, 22, 70, -7, + -94, 38, -76, -31, -20, 15, -28, 7, + 6, 40, 53, 88, 3, 38, 18, -8, + -22, -23, 51, 37, -9, 13, -32, 25, + -21, 27, 31, 20, 18, -9, -13, 1, + 21, -24, -13, 39, 15, -11, -29, -36, + 18, 15, 8, 27, 21, -94, -1, -22, + 49, 66, -1, 6, -3, -40, -18, 6, + 28, 12, 33, -59, 62, 60, -48, 90, + -1, 108, 9, 18, -2, 27, 77, -65, + 82, -48, -38, -19, -11, 127, 50, 66, + 18, -13, -22, 60, -38, 40, -14, -26, + -13, 38, 67, 57, 30, 33, 26, 36, + 38, -17, 27, -28, 20, 12, -64, 18, + 5, -33, -27, 13, -26, 32, 35, -5, + -48, -14, 92, 43, -47, -14, 40, 11, + 51, 66, 22, -63, -16, -61, 4, -28, + 27, 20, -33, -30, -21, -29, -53, 31, + -40, 24, 43, -4, -19, 21, 67, 20, + 100, -16, -93, 78, -6, -18, -52, -37, + -9, 66, -31, -8, 26, 18, 4, 24, + -22, 17, -2, -13, 27, 0, 8, -18, + -25, 5, -21, -24, -7, 18, -93, 21, + 7, 2, -75, 69, 50, -5, -15, -17, + 60, -42, 55, 1, -4, 3, 10, 46, + 16, -13, 45, -7, -10, -44, -108, 49, + 2, -15, -64, -12, -72, 32, -38, -45, + 10, -54, 13, -13, -27, -36, -64, 58, + -62, -101, 88, -86, -71, -39, -9, -128, + 32, 15, -4, 54, -16, -39, -26, -36, + 46, 48, -64, -10, 19, 30, -13, 34, + -8, 50, 60, -22, -6, -11, -30, 5, + 50, 32, 56, 0, 25, 6, 68, 11, + -29, 45, -9, -12, 4, 1, 18, -49, + 0, -38, -19, 90, 29, 35, 51, 8, + -48, 96, -1, -12, -9, -32, -63, -65, + -7, 38, 89, 28, -85, -28, -23, -25, + -128, 56, 79, -36, 99, -6, -37, 7, + -13, -69, -46, -29, 25, 64, -21, 17, + 1, 42, -66, 1, 80, 26, -32, 21, + 15, 15, 6, 6, -10, 15, 127, 5, + 38, 27, 87, -57, -25, 11, 72, -21, + -5, 11, -13, -66, 78, 36, -3, 41, + -21, 8, -33, 23, 73, 28, 57, -25, + -5, 4, -22, -47, 15, 4, -57, -72, + 33, 1, 18, 2, 53, -71, -99, -21, + -3, -111, 108, 71, -14, 82, 25, 61, + -48, 5, 9, -51, -20, -25, -3, 14, + -33, 14, -3, -34, 22, 12, -19, -38, + -16, 2, 21, 16, 26, -31, 75, 44, + -31, 16, 26, 66, 17, -9, -22, -22, + 22, -44, 22, 27, 2, 58, -14, 10, + -73, -42, 55, -25, -61, 72, -1, 30, + -58, -25, 63, 26, -48, -40, 26, -30, + 60, 8, -17, -1, -18, -20, 43, -20, + -4, -28, 127, -106, 29, 70, 64, -27, + 39, -33, -5, -88, -40, -52, 26, 44, + -17, 23, 2, -49, 22, -9, -8, 86, + 49, -43, -60, 1, 10, 45, 36, -53, + -4, 33, 38, 48, -72, 1, 19, 21, + -65, 4, -5, -62, 27, -25, 17, -6, + 6, -45, -39, -46, 4, 26, 127, -9, + 18, -33, -18, -3, 33, 2, -5, 15, + -26, -22, -117, -63, -17, -59, 61, -74, + 7, -47, -58, -128, -67, 15, -16, -128, + 12, 2, 20, 9, -48, -40, 43, 3, + -40, -16, -38, -6, -22, -28, -16, -59, + -22, 6, -5, 11, -12, -66, -40, 27, + -62, -44, -19, 38, -3, 39, -8, 40, + -24, 13, 21, 50, -60, -22, 53, -29, + -6, 1, 22, -59, 0, 17, -39, 115 +}; -static const float weights[422] = { +static const opus_int8 layer1_bias[72] = { + -42, 20, 16, 0, 105, 60, 1, -97, + 24, 60, 18, 13, 62, 25, 127, 34, + 79, 55, 118, 127, 95, 31, -4, 87, + 21, 12, 2, -14, 18, 23, 8, 17, + -1, -8, 5, 4, 24, 37, 21, 13, + 36, 13, 17, 18, 37, 30, 33, 1, + 8, -16, -11, -5, -31, -3, -5, 0, + 6, 3, 58, -7, -1, -16, 5, -13, + 16, 10, -2, -14, 11, -4, 3, -11 +}; -/* hidden layer */ --0.0941125f, -0.302976f, -0.603555f, -0.19393f, -0.185983f, --0.601617f, -0.0465317f, -0.114563f, -0.103599f, -0.618938f, --0.317859f, -0.169949f, -0.0702885f, 0.148065f, 0.409524f, -0.548432f, 0.367649f, -0.494393f, 0.764306f, -1.83957f, -0.170849f, 12.786f, -1.08848f, -1.27284f, -16.2606f, -24.1773f, -5.57454f, -0.17276f, -0.163388f, -0.224421f, --0.0948944f, -0.0728695f, -0.26557f, -0.100283f, -0.0515459f, --0.146142f, -0.120674f, -0.180655f, 0.12857f, 0.442138f, --0.493735f, 0.167767f, 0.206699f, -0.197567f, 0.417999f, -1.50364f, -0.773341f, -10.0401f, 0.401872f, 2.97966f, -15.2165f, -1.88905f, -1.19254f, 0.0285397f, -0.00405139f, -0.0707565f, 0.00825699f, -0.0927269f, -0.010393f, -0.00428882f, --0.00489743f, -0.0709731f, -0.00255992f, 0.0395619f, 0.226424f, -0.0325231f, 0.162175f, -0.100118f, 0.485789f, 0.12697f, -0.285937f, 0.0155637f, 0.10546f, 3.05558f, 1.15059f, --1.00904f, -1.83088f, 3.31766f, -3.42516f, -0.119135f, --0.0405654f, 0.00690068f, 0.0179877f, -0.0382487f, 0.00597941f, --0.0183611f, 0.00190395f, -0.144322f, -0.0435671f, 0.000990594f, -0.221087f, 0.142405f, 0.484066f, 0.404395f, 0.511955f, --0.237255f, 0.241742f, 0.35045f, -0.699428f, 10.3993f, -2.6507f, -2.43459f, -4.18838f, 1.05928f, 1.71067f, -0.00667811f, -0.0721335f, -0.0397346f, 0.0362704f, -0.11496f, --0.0235776f, 0.0082161f, -0.0141741f, -0.0329699f, -0.0354253f, -0.00277404f, -0.290654f, -1.14767f, -0.319157f, -0.686544f, -0.36897f, 0.478899f, 0.182579f, -0.411069f, 0.881104f, --4.60683f, 1.4697f, 0.335845f, -1.81905f, -30.1699f, -5.55225f, 0.0019508f, -0.123576f, -0.0727332f, -0.0641597f, --0.0534458f, -0.108166f, -0.0937368f, -0.0697883f, -0.0275475f, --0.192309f, -0.110074f, 0.285375f, -0.405597f, 0.0926724f, --0.287881f, -0.851193f, -0.099493f, -0.233764f, -1.2852f, -1.13611f, 3.12168f, -0.0699f, -1.86216f, 2.65292f, --7.31036f, 2.44776f, -0.00111802f, -0.0632786f, -0.0376296f, --0.149851f, 0.142963f, 0.184368f, 0.123433f, 0.0756158f, -0.117312f, 0.0933395f, 0.0692163f, 0.0842592f, 0.0704683f, -0.0589963f, 0.0942205f, -0.448862f, 0.0262677f, 0.270352f, --0.262317f, 0.172586f, 2.00227f, -0.159216f, 0.038422f, -10.2073f, 4.15536f, -2.3407f, -0.0550265f, 0.00964792f, --0.141336f, 0.0274501f, 0.0343921f, -0.0487428f, 0.0950172f, --0.00775017f, -0.0372492f, -0.00548121f, -0.0663695f, 0.0960506f, --0.200008f, -0.0412827f, 0.58728f, 0.0515787f, 0.337254f, -0.855024f, 0.668371f, -0.114904f, -3.62962f, -0.467477f, --0.215472f, 2.61537f, 0.406117f, -1.36373f, 0.0425394f, -0.12208f, 0.0934502f, 0.123055f, 0.0340935f, -0.142466f, -0.035037f, -0.0490666f, 0.0733208f, 0.0576672f, 0.123984f, --0.0517194f, -0.253018f, 0.590565f, 0.145849f, 0.315185f, -0.221534f, -0.149081f, 0.216161f, -0.349575f, 24.5664f, --0.994196f, 0.614289f, -18.7905f, -2.83277f, -0.716801f, --0.347201f, 0.479515f, -0.246027f, 0.0758683f, 0.137293f, --0.17781f, 0.118751f, -0.00108329f, -0.237334f, 0.355732f, --0.12991f, -0.0547627f, -0.318576f, -0.325524f, 0.180494f, --0.0625604f, 0.141219f, 0.344064f, 0.37658f, -0.591772f, -5.8427f, -0.38075f, 0.221894f, -1.41934f, -1.87943e+06f, -1.34114f, 0.0283355f, -0.0447856f, -0.0211466f, -0.0256927f, -0.0139618f, 0.0207934f, -0.0107666f, 0.0110969f, 0.0586069f, --0.0253545f, -0.0328433f, 0.11872f, -0.216943f, 0.145748f, -0.119808f, -0.0915211f, -0.120647f, -0.0787719f, -0.143644f, --0.595116f, -1.152f, -1.25335f, -1.17092f, 4.34023f, --975268.f, -1.37033f, -0.0401123f, 0.210602f, -0.136656f, -0.135962f, -0.0523293f, 0.0444604f, 0.0143928f, 0.00412666f, --0.0193003f, 0.218452f, -0.110204f, -2.02563f, 0.918238f, --2.45362f, 1.19542f, -0.061362f, -1.92243f, 0.308111f, -0.49764f, 0.912356f, 0.209272f, -2.34525f, 2.19326f, --6.47121f, 1.69771f, -0.725123f, 0.0118929f, 0.0377944f, -0.0554003f, 0.0226452f, -0.0704421f, -0.0300309f, 0.0122978f, --0.0041782f, -0.0686612f, 0.0313115f, 0.039111f, 0.364111f, --0.0945548f, 0.0229876f, -0.17414f, 0.329795f, 0.114714f, -0.30022f, 0.106997f, 0.132355f, 5.79932f, 0.908058f, --0.905324f, -3.3561f, 0.190647f, 0.184211f, -0.673648f, -0.231807f, -0.0586222f, 0.230752f, -0.438277f, 0.245857f, --0.17215f, 0.0876383f, -0.720512f, 0.162515f, 0.0170571f, -0.101781f, 0.388477f, 1.32931f, 1.08548f, -0.936301f, --2.36958f, -6.71988f, -3.44376f, 2.13818f, 14.2318f, -4.91459f, -3.09052f, -9.69191f, -0.768234f, 1.79604f, -0.0549653f, 0.163399f, 0.0797025f, 0.0343933f, -0.0555876f, --0.00505673f, 0.0187258f, 0.0326628f, 0.0231486f, 0.15573f, -0.0476223f, -0.254824f, 1.60155f, -0.801221f, 2.55496f, -0.737629f, -1.36249f, -0.695463f, -2.44301f, -1.73188f, -3.95279f, 1.89068f, 0.486087f, -11.3343f, 3.9416e+06f, +static const opus_int8 layer2_weights[48] = { + -113, -88, 31, -128, -126, -61, 85, -35, + 118, -128, -61, 127, -128, -17, -128, 127, + 104, -9, -128, 33, 45, 127, 5, 83, + 84, -128, -85, -128, -45, 48, -53, -128, + 46, 127, -17, 125, 117, -41, -117, -91, + -127, -68, -1, -89, -80, 32, 106, 7 +}; -/* output layer */ --0.381439f, 0.12115f, -0.906927f, 2.93878f, 1.6388f, -0.882811f, 0.874344f, 1.21726f, -0.874545f, 0.321706f, -0.785055f, 0.946558f, -0.575066f, -3.46553f, 0.884905f, -0.0924047f, -9.90712f, 0.391338f, 0.160103f, -2.04954f, -4.1455f, 0.0684029f, -0.144761f, -0.285282f, 0.379244f, --1.1584f, -0.0277241f, -9.85f, -4.82386f, 3.71333f, -3.87308f, 3.52558f}; +static const opus_int8 layer2_bias[2] = { + 14, 117 +}; -static const int topo[3] = {25, 15, 2}; +const DenseLayer layer0 = { + layer0_bias, + layer0_weights, + 25, 32, 0 +}; -const MLP net = { - 3, - topo, - weights +const GRULayer layer1 = { + layer1_bias, + layer1_weights, + layer1_recur_weights, + 32, 24 }; + +const DenseLayer layer2 = { + layer2_bias, + layer2_weights, + 24, 2, 1 +}; + |