diff options
Diffstat (limited to 'thirdparty/opus/mlp_data.c')
| -rw-r--r-- | thirdparty/opus/mlp_data.c | 755 |
1 files changed, 96 insertions, 659 deletions
diff --git a/thirdparty/opus/mlp_data.c b/thirdparty/opus/mlp_data.c index ae4178df76..c2fda4e2e5 100644 --- a/thirdparty/opus/mlp_data.c +++ b/thirdparty/opus/mlp_data.c @@ -1,4 +1,5 @@ -/*This file is automatically generated from a Keras model*/ +/* The contents of this file was automatically generated by mlp_train.c + It contains multi-layer perceptron (MLP) weights. */ #ifdef HAVE_CONFIG_H #include "config.h" @@ -6,667 +7,103 @@ #include "mlp.h" -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, -4, -19, 45, 6, - 17, -14, 5, -27, 16, -4, -41, 25, - -36, 5, 15, 12, 50, 27, 25, 23, - -44, -69, -9, -19, -48, -8, 4, 12, - -6, 13, -19, -30, -36, 26, 37, -1, - -3, -30, -42, -14, -10, -20, 26, -54, - -27, -44, 4, 73, -26, 90, 32, -69, - -29, -16, 3, 103, 15, -17, 37, 24, - -23, -31, 33, -37, -64, 25, 13, -81, - -28, -32, 27, 5, -35, -23, 15, -22, - 19, -7, 9, 30, 19, -23, 27, -13, - 43, 29, -29, -6, 9, -40, -33, -33, - -32, 9, 11, -48, -8, -23, -52, 46, - 17, -22, -42, 35, -15, -41, 16, 34, - 31, -42, -19, -11, 55, 7, -39, 89, - -11, -33, 20, -14, 22, 32, 3, -17, - -6, 14, 34, 1, 55, -21, -90, -8, - 18, 27, 13, -29, 21, 15, -33, -51, - -9, -11, 4, -16, -18, 23, -4, -4, - 48, 1, 7, 29, -14, -12, -16, 17, - 35, 8, 0, -7, -2, 9, 8, 17, - -6, 53, -32, -21, -50, 5, 99, -60, - -5, -53, 10, -31, 12, -5, 7, 80, - 36, 18, -31, 9, 98, 36, -63, -35, - 4, -13, -28, -24, 28, -13, 18, 16, - -1, -18, -34, 10, 20, 7, 4, 29, - 11, 25, -7, 36, 14, 45, 24, 1, - -16, 30, 6, 35, -6, -11, -24, 13, - -1, 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, -16, 11, -18, - -2, -5, 2, -11, 0, -20, -4, 38, - 74, 59, 39, 64, -10, 26, -3, -40, - -68, 3, -30, -51, 8, -19, -27, -46, - 51, 52, 54, 36, 90, 92, 14, 13, - -5, 0, 16, -62, 16, 11, -47, -37, - -6, -5, 21, 54, -57, 32, 42, -6, - 62, -9, 16, 21, 24, 9, -10, -4, - 33, 50, 13, -15, 1, -35, -48, 18, - -11, -17, -67, -13, 21, 38, -44, 36, - -16, 29, 17, 5, -10, 18, 17, -32, - 2, 8, 22, -56, -15, -32, 40, 43, - 19, 46, -7, -100, -96, 19, 53, 24, - 21, -26, -48, -101, -82, 61, 38, -85, - -28, -34, -1, 63, -5, -5, 39, 39, - -38, 32, -12, -28, 20, 40, -8, 2, - 31, 12, -35, -13, 20, -25, 30, 8, - 3, -13, -9, -20, 2, -13, 24, 37, - -10, 33, 6, 20, -16, -24, -6, -6, - -19, -5, 22, 21, 10, 11, -4, -39, - -1, 6, 49, 41, -15, -57, 21, -62, - 77, -69, -13, 0, -74, 1, -7, -38, - -8, 6, 63, 28, 4, 26, -52, 82, - 63, 13, 45, -33, 44, -52, -65, -21, - -46, -49, 64, -17, 32, 24, 68, -39, - -16, -5, -26, 28, 5, -61, -28, 2, - 24, 11, -12, -33, 9, -37, -3, -28, - 22, -37, -12, 19, 0, -18, -2, 14, - 1, 4, 8, -9, -2, 43, -17, -2, - -66, -31, 56, -40, -87, -36, -2, -4, - -42, -45, -1, 31, -43, -15, 27, 63, - -11, 32, -10, -33, 27, -19, 4, 15, - -26, -34, 29, -4, -39, -65, 14, -20, - -21, -17, -36, 13, 59, 47, -38, -33, - 13, -37, -8, -37, -7, -6, -76, -31, - -12, -46, 7, 24, -21, -30, -14, 9, - 15, -12, -13, 47, -27, -25, -1, -39, - 0, 20, -9, 6, 7, 4, 3, 7, - 39, 50, 22, -7, 14, -20, 1, 70, - -28, 29, -41, 10, -16, -5, -28, -2, - -37, 32, -18, 17, 62, -11, -20, -50, - 36, 21, -62, -12, -56, 52, 50, 17, - 3, 48, 44, -41, -25, 3, 16, -3, - 0, 33, -6, 15, 27, 34, -25, 22, - 9, 17, -11, 36, 16, -2, 12, 21, - -52, 45, -2, -10, 46, 21, -18, 67, - -28, -13, 30, 37, 42, 16, -9, 11, - 75, 7, -64, -40, -10, 29, 57, -23, - 5, 53, -77, 3, -17, -5, 47, -55, - -35, -36, -13, 52, -53, -71, 52, -111, - -23, -26, -28, 29, -43, 55, -19, 43, - -19, 54, -12, -33, -44, -39, -19, -10, - -31, -10, 21, 38, -57, -20, 2, -25, - 8, -6, 50, 12, 15, 25, -25, 15, - -30, -6, 9, 25, 37, 19, -4, 31, - -22, 2, 4, 2, 36, 7, 3, -34, - -80, 36, -10, -2, -5, 31, -36, 49, - -70, 20, -36, 21, 24, 25, -46, -51, - 36, -58, -48, -40, -10, 55, 71, 47, - 10, -1, 1, 2, -46, -68, 16, 13, - 0, -74, -29, 73, -52, -18, -11, 7, - -44, -82, -32, -70, -28, -1, -39, -68, - -6, -41, 12, -22, -16, 40, -11, -25, - 51, -9, 21, 4, 4, -34, 7, -78, - 16, 6, -38, -30, -2, -44, 32, 0, - 22, 64, 5, -72, -2, -14, -10, -16, - -8, -25, 12, 102, -58, 37, -10, -23, - 15, 49, 7, -7, 2, -20, -32, 45, - -6, 48, 28, 30, 33, -1, 22, -6, - 30, 65, -17, 29, 74, 37, -26, -10, - 15, -24, 19, -66, 22, -10, -31, -1, - -18, -9, 11, 37, -4, 45, 5, 41, - 17, 1, 1, 24, -58, 41, 5, -51, - 14, 8, 43, 16, -10, -1, 45, 32, - -64, 3, -33, -25, -3, -27, -68, 12, - 23, -11, -13, -37, -40, 4, -21, -12, - 32, -23, -19, 76, 41, -23, -24, -44, - -65, -1, -15, 1, 71, 63, 5, 20, - -3, 21, -23, 31, -32, 18, -2, 27, - 31, 46, -5, -39, -5, -35, 18, -18, - -40, -10, 3, 12, 2, -2, -22, 40, - 5, -6, 60, 36, 3, 29, -27, 10, - 25, -54, 5, 26, 39, 35, -24, -37, - 30, -91, 28, -4, -21, -27, -39, -6, - 5, 12, -128, 38, -16, 29, -95, -29, - 82, -2, 35, 2, 12, 8, -22, 10, - 80, -47, 2, -25, -73, -79, 16, -30, - -32, -66, 48, 21, -45, -11, -47, 14, - -27, -17, -7, 15, -44, -14, -44, -26, - -32, 26, -23, 17, -7, -28, 26, -6, - 28, 6, -26, 2, 13, -14, -23, -14, - 19, 46, 16, 2, -33, -21, 28, -17, - -42, 44, -37, 1, -39, 28, 84, -46, - 15, 10, 13, -44, 72, -26, 26, 32, - -28, -12, -83, 2, 10, -30, -44, -10, - -28, 53, 45, 65, 0, -25, 57, 36, - -33, 6, 29, 44, -53, 11, 19, -2, - -27, 35, 32, 49, 4, 23, 38, 36, - 24, 10, 51, -39, 4, -7, 26, 37, - -35, 11, -47, -18, 28, 16, -35, 42, - 17, -21, -41, 28, 14, -12, 11, -45, - 7, -43, -15, 18, -5, 38, -40, -50, - -30, -21, 9, -98, 13, 12, 23, 75, - -56, -7, -3, -4, -1, -34, 12, -49, - 11, 26, -18, -28, -17, 33, 13, -14, - 40, 24, -72, -37, 10, 17, -6, 22, - 16, 16, -6, -12, -30, -14, 10, 40, - -23, 12, 15, -3, -15, 13, -56, -4, - -30, 1, -3, -17, 27, 50, -5, 64, - -36, -19, 7, 29, 22, 25, 9, -16, - -58, -69, -40, -61, -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, - 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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, - 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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, - 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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 -}; +/* RMS error was 0.138320, seed was 1361535663 */ -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 -}; +static const float weights[422] = { -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 -}; +/* 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_bias[2] = { - 14, 117 -}; +/* 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}; -const DenseLayer layer0 = { - layer0_bias, - layer0_weights, - 25, 32, 0 -}; +static const int topo[3] = {25, 15, 2}; -const GRULayer layer1 = { - layer1_bias, - layer1_weights, - layer1_recur_weights, - 32, 24 +const MLP net = { + 3, + topo, + weights }; - -const DenseLayer layer2 = { - layer2_bias, - layer2_weights, - 24, 2, 1 -}; - |