diff --git a/modules/lib_vnr/python/model/model_output/trained_model.h5 b/modules/lib_vnr/python/model/model_output/trained_model.h5 index 2a0e51e9a..410af0ce3 100644 Binary files a/modules/lib_vnr/python/model/model_output/trained_model.h5 and b/modules/lib_vnr/python/model/model_output/trained_model.h5 differ diff --git a/modules/lib_vnr/python/model/model_output/trained_model.tflite b/modules/lib_vnr/python/model/model_output/trained_model.tflite index 148424d67..1fb27a33e 100644 Binary files a/modules/lib_vnr/python/model/model_output/trained_model.tflite and b/modules/lib_vnr/python/model/model_output/trained_model.tflite differ diff --git a/modules/lib_vnr/src/inference/model/trained_model_xcore.cpp b/modules/lib_vnr/src/inference/model/trained_model_xcore.cpp index 168052cc1..9042de8d1 100644 --- a/modules/lib_vnr/src/inference/model/trained_model_xcore.cpp +++ b/modules/lib_vnr/src/inference/model/trained_model_xcore.cpp @@ -1,5 +1,5 @@ // This file is generated. Do not edit. -// Generated on: 23.09.2022 11:48:04 +// Generated on: 11.08.2023 13:54:34 #include "../../api/xcore_config.h" @@ -32,13 +32,13 @@ extern TfLiteRegistration *Register_XC_conv2d_v2(void); namespace { -constexpr int kTensorArenaSize = 1208; +constexpr int kTensorArenaSize = 1400; uint8_t tensor_arena[kTensorArenaSize] ALIGN(8); template struct TfArray { int sz; T elem[SZ]; }; enum used_operators_e { - OP_XC_conv2d_v2, OP_CONV_2D, OP_RESHAPE, OP_LOGISTIC, OP_LAST + OP_XC_conv2d_v2, OP_MUL, OP_ADD, OP_CONV_2D, OP_RESHAPE, OP_LOGISTIC, OP_LAST }; struct TensorInfo_t { // subset of TfLiteTensor used for initialization from constant memory TfLiteType type; @@ -56,827 +56,827 @@ struct NodeInfo_t { // subset of TfLiteNode used for initialization from constan }; TfLiteContext ctx{}; -TfLiteTensor tflTensors[16]; -TfLiteEvalTensor evalTensors[16]; +TfLiteTensor tflTensors[20]; +TfLiteEvalTensor evalTensors[20]; TfLiteRegistration registrations[OP_LAST]; -TfLiteNode tflNodes[6]; +TfLiteNode tflNodes[8]; const TfArray<4, int> tensor_dimension0 = { 4, { 1,1,4,24 } }; -const TfArray<1, float> quant0_scale = { 1, { 0.11438909918069839, } }; +const TfArray<1, float> quant0_scale = { 1, { 0.12506082653999329, } }; const TfArray<1, int> quant0_zero = { 1, { 127 } }; const TfLiteAffineQuantization quant0 = { (TfLiteFloatArray*)&quant0_scale, (TfLiteIntArray*)&quant0_zero, 0 }; const ALIGN(8) int16_t tensor_data1[64] = { - 15962, 15962, 15962, 15962, 15962, 15962, 15962, 15962, 15962, 15962, - 15962, 15962, 15962, 15962, 15962, 15962, -8861, -13158, -1738, -23446, - -3752, -11320, -7356, -13810, -5228, -4251, -11795, -16622, -12463, -5742, - -12875, -17338, 15962, 15962, 15962, 15962, 15962, 15962, 15962, 15962, - 15962, 15962, 15962, 15962, 15962, 15962, 15962, 15962, -9606, -5211, - -12676, -2966, -15436, -4138, -11894, -7782, -16901, -4613, -12642, -17486, - -4245, -6201, -10535, -3371, + 10959, 10959, 10959, 10959, 10959, 10959, 10959, 10959, 10959, 10959, + 10959, 10959, 10959, 10959, 10959, 10959, -5025, 1381, 4386, -6582, + -4609, 618, 508, 3578, 1905, -5713, -5928, -5796, -5227, -8154, + -5093, -5877, 10959, 10959, 10959, 10959, 10959, 10959, 10959, 10959, + 10959, 10959, 10959, 10959, 10959, 10959, 10959, 10959, -6142, -3364, + -6903, -6443, -4796, -15595, -18282, 5128, -1188, -6875, -4811, -6083, + -5340, -3860, -15943, -6420, }; const TfArray<1, int> tensor_dimension1 = { 1, { 64 } }; const ALIGN(8) int8_t tensor_data2[4096] = { - -1, -88, 1, -3, 2, -2, 3, 0, 7, -9, - 1, -1, 3, 2, 1, -8, -1, -11, 6, -2, - -1, 3, -5, 2, 0, -3, 3, 3, 5, -3, - -5, 3, 3, 0, 6, 3, 1, 4, -4, 9, - 2, 8, 6, 3, -2, -5, 5, 2, 7, 6, - -1, 4, -8, -9, -7, -3, 5, -13, -3, 10, - 8, 1, 6, -4, -6, -2, -2, -5, -1, -5, - 12, -2, 5, -1, -10, -3, 6, 9, -3, -3, - -9, 2, -7, -4, -2, 7, 5, -2, -2, 16, - -13, -1, -10, 2, -5, 11, -5, -1, -5, -3, - -7, -6, 2, -6, 2, -4, -4, -2, 5, 3, - -6, -7, -7, -2, -1, -3, 4, -2, -7, 1, - -2, 10, 4, -3, -3, -4, -2, 3, -3, -9, - 0, -12, -4, -2, 5, -13, 4, -1, -4, -11, - 2, 2, -4, -2, -3, -6, 4, -1, -2, 6, - -3, 2, 1, 1, -7, 1, -1, -1, -50, 6, - 2, 4, -1, 1, 3, 3, -5, 4, -10, 4, - 5, 1, -3, -9, 0, 3, 5, 5, -4, 2, - -127, -2, -6, -3, 2, -11, -4, -2, 2, 4, - 5, -4, -3, 0, 0, -3, -1, -3, 4, -3, - 2, -10, -4, -5, 3, 0, -3, -4, -3, -1, - 5, 0, -2, 2, 3, 3, -4, 9, 4, -2, - -1, -2, -2, 3, -6, -10, 0, -6, 5, -5, - 7, 0, 2, -3, -5, -3, -1, 6, -2, -5, - -3, -9, -17, -5, -1, 9, 2, -1, 2, -6, - 6, 4, 3, -6, -2, 11, 3, 9, -6, 2, - 1, 2, -3, 0, -24, 0, 2, 5, 1, -6, - 5, 0, 2, -1, -4, 2, -95, 3, -5, -5, - 4, -7, -2, -11, 2, 4, 1, -3, 2, -2, - 3, 2, 1, 3, -5, 6, 1, 3, 4, 4, - -5, -2, 7, 5, 3, 2, -6, 4, -5, -1, - -8, -5, 4, -10, -3, 4, 2, 5, 3, -3, - 0, -17, 0, -1, 3, -2, -2, 0, 3, -3, - -1, 1, 2, 1, -1, -2, -2, -1, 1, -3, - 0, 5, 2, 1, -4, 0, -10, 0, -4, -2, - 1, -15, -3, -2, 1, -4, 1, -1, 7, 0, - 1, -3, -4, -3, 3, 1, -4, -1, -4, -12, - 6, -4, -3, 4, 4, 2, -1, 10, 6, -3, - -3, -2, -2, 6, -1, -2, -33, -6, -4, -4, - 7, -8, 0, -2, 0, -4, 3, -1, 3, 0, - -7, 1, -5, -2, 0, 1, 5, 0, 3, -5, - 0, -5, -19, 1, -3, -5, 3, -2, 2, 2, - 3, 4, -6, 3, -1, 4, 3, 4, -3, -7, - 5, 3, 3, 2, -4, 4, -3, -1, -11, -4, - 3, -10, -5, 4, 3, 2, 2, -1, -6, -3, - -4, -7, -4, 0, -2, -6, 6, -3, -4, 2, - 6, 5, -9, -5, -6, 0, -14, -3, -1, 5, - 3, -2, -4, 8, -12, 0, -4, -4, -2, 0, - -4, -1, 2, -5, -2, -7, 7, -2, -8, -5, - -6, -6, 3, 4, -4, -5, -6, 0, 7, -1, - -25, 3, 8, 4, -4, 12, 5, -4, -5, -1, - -3, 7, -2, -26, -1, -2, -1, -2, 3, 0, - 2, -10, 6, -3, 1, 1, -1, -5, -2, -16, - 7, -3, 1, -1, -3, 2, 3, 7, 4, -4, - 1, 1, -2, 5, -1, -13, 1, -4, -3, -2, - -1, -9, 0, -4, -1, -1, -3, 5, 2, -4, - -4, -8, -5, -2, -2, 1, -24, -2, 3, -16, - 1, 2, -5, 2, -7, 7, -4, -2, -1, -4, - 0, -4, 3, 1, 2, 0, -9, -8, 6, 7, - -1, -1, -8, 1, -4, -2, -1, 6, 1, -2, - -2, 12, -7, -1, -1, -1, -3, 6, -2, 1, - -4, -4, -3, -6, 4, -3, 2, -3, -6, 1, - 3, 3, -2, -5, 0, -1, 1, 0, 5, 1, - -9, 1, -5, -1, 3, -1, -3, -4, -1, 0, - 0, -1, -2, -7, -4, -2, 7, -10, 1, -1, - 0, -6, 1, 0, -3, -4, -1, -3, 4, -1, - -1, 6, 1, 1, 3, 3, -1, -1, -7, -2, - -26, 6, 2, -6, 1, 1, 2, 0, -6, 0, - -2, 1, 1, 3, -3, 4, 0, 3, -1, -3, - -6, 2, 0, 1, -6, -3, 5, -8, -4, 1, - 4, 3, -2, 0, -2, 0, -1, -3, -3, -4, - 1, -2, 3, -2, -3, -5, 2, 3, -1, -5, - -1, -3, 6, 0, -1, 2, 4, 2, -4, 7, - 4, 0, -3, -4, 0, 4, -3, -2, -3, -7, - -1, -4, 6, 1, -1, -1, -3, -2, -1, 5, - -4, -4, -3, -8, 1, -4, 3, 7, 8, 0, - -2, 17, 4, -1, 2, -2, -1, 9, 3, 0, - 2, 4, 1, 5, -5, 4, 4, 4, 4, 3, - -1, -4, 0, 4, 2, 5, -4, 4, -3, -3, - -6, -2, 2, -9, -3, 7, 3, 3, 2, -5, - 2, 0, 0, 2, 2, 0, -4, 1, -5, 1, - 2, 2, -5, -1, 3, 1, 3, 1, -5, 2, - -6, 0, -7, -1, 3, -6, -2, -2, 2, 2, - 2, -1, -3, -7, 0, -1, -2, -1, -4, -1, - -1, -3, 2, -1, 1, 0, 1, -3, 0, -2, - -1, -3, 3, 4, -3, 1, 2, 5, -8, -3, - -1, 1, 0, -2, -2, 0, 1, -2, -1, 0, - 3, 0, 2, 0, -4, -6, 2, 3, -1, -3, - -5, -9, 6, 0, -1, 1, 3, 0, -2, 8, - 4, 1, -4, -3, -1, 5, -1, -1, -28, -6, - -2, -3, 5, -5, 0, 0, 0, -2, 2, 0, - 4, -2, -6, 1, -1, -2, 2, 1, 3, 2, - 0, -3, 0, 1, -11, -1, 0, -3, 2, 0, - 1, 3, 3, 1, -4, 3, -2, 2, 1, 5, - -4, -2, 3, 2, 3, 1, -3, 1, -4, -1, - -6, -1, 3, -6, -2, 0, 3, 2, 2, -2, - -4, 0, -3, -2, -4, -1, 5, -6, 3, -1, - -7, -3, 4, 6, -1, -1, -2, 0, -11, 0, - -1, 3, 6, -3, -4, 14, -5, -1, -7, 3, - -2, 7, -1, -1, 1, -4, -2, -6, 3, -4, - -3, -2, -3, -3, 3, 3, -4, -4, -3, -1, - 9, -1, -17, 0, 6, 2, -6, 6, 5, -4, - -4, 0, -2, 6, -2, -21, -1, -3, -5, -3, - 3, 1, 1, -1, 8, -4, 4, 1, 0, -1, - -3, -8, 3, -3, 1, 4, 2, 2, 5, 5, - 4, -3, -1, 2, -1, 1, 2, 2, 1, 4, - 2, 4, -2, 4, 3, 4, 6, 2, -1, -8, - 7, 2, 5, 3, -2, 3, -5, 1, -7, -2, - 4, -6, -2, 4, 5, 4, 1, -5, -2, -1, - -1, -4, 1, -7, 11, 0, -1, 0, -5, -4, - 5, 7, 1, -3, -8, 4, -3, 0, -2, 8, - 3, -2, -4, 12, -6, -2, -4, -1, -1, 4, - -2, 2, -3, -1, -6, -5, 5, -5, 1, -3, - -6, -2, 4, 0, -4, -4, -4, -3, -1, -1, - 2, 0, 4, 0, -3, 9, 2, 1, -4, 0, - -2, 5, -1, -1, 1, -3, 0, 0, 7, -3, - 0, -4, -3, -4, 2, 0, -6, -1, -3, -7, - 5, 1, -1, 3, 0, 1, -2, 17, -6, -4, - -3, -4, -24, 7, 2, -3, 4, 1, 2, 2, - -7, 0, 2, 4, 1, 4, -1, -9, 3, 3, - 3, 1, -5, 2, -5, -1, -6, -3, 3, -8, - -3, 5, 5, 1, 2, -3, -1, 0, 0, -1, - -2, -5, 6, -4, 1, -4, -3, -1, 4, 4, - -3, -3, -1, -3, 4, -2, -2, 1, 1, 1, - -4, 4, 5, -2, 0, -1, -1, 6, -3, -3, - 0, -3, 0, -1, -5, -2, -2, 0, -3, -5, - -1, 4, -4, -2, -4, -3, 0, -1, 1, 5, - 3, 1, 0, -4, 6, 2, -1, 0, 0, 7, - -1, -16, 4, -3, 1, -3, -2, -3, 1, -4, - -5, 3, -2, 5, 0, -3, -3, -5, -8, 0, - -1, 1, -9, -5, 3, -14, -2, 3, -4, 2, - -6, 5, 2, 2, 0, 1, 1, 2, -5, 3, - -20, 4, 3, 5, -2, -17, 0, 2, 4, 5, - -1, 1, -77, -2, -7, -3, 2, -5, -2, -1, - 5, 3, 2, -3, -2, -7, -1, -1, -3, -4, - -4, -1, -1, -3, 2, 0, 0, 1, -2, -1, - 0, -1, -4, -1, 0, 4, -3, 2, -2, 8, - -6, -3, -1, 0, 1, -7, -1, 0, 0, -3, - -3, -1, 7, -1, 3, -2, -4, -2, 2, 3, - -1, -1, -7, -9, 6, -4, -1, 3, 2, 1, - -4, 7, 5, -1, 0, -1, 0, 4, -1, 1, - -20, -5, -3, 0, 2, -6, 2, 0, -3, -3, - 1, 0, 3, -2, -5, 2, -7, -1, 1, -1, - -10, 1, 1, -16, 0, -1, -13, 2, -2, 0, - 2, 0, -1, 2, 3, 2, -4, 4, -9, 1, - 1, 3, 0, 1, 1, 1, 2, 5, -3, 2, - -3, -1, -3, -1, 3, -7, -4, -1, 2, 3, - 2, -1, -2, 0, -4, -4, -2, -2, 1, -4, - 2, 0, -3, -2, 4, 4, -3, -2, -1, 0, - -15, -1, 1, 4, 0, -3, -2, 3, -10, -3, - -5, 0, -1, 7, -2, 1, 1, -4, 0, -4, - 4, -2, -2, -2, -3, -4, 3, 4, -5, -4, - 0, -2, 5, -2, -8, 0, 4, 3, -6, 11, - 3, -1, -3, -4, -1, 5, 0, -72, 0, -3, - -4, -3, 6, 0, 5, -3, 1, -9, 4, 6, - -1, 0, -4, -8, 4, -2, 1, 2, -1, 1, - -4, 0, 1, 2, -7, 0, -5, -2, 2, 6, - -6, -2, 1, 1, -3, 2, -39, 1, 2, 3, - -1, -3, 2, 2, 1, 4, -3, 0, -95, 1, - -6, -2, 1, -6, -3, -13, 1, 3, 3, -3, - -4, -2, -1, -4, 0, -4, 6, -3, 4, -2, - -7, -6, 5, 9, -5, 0, -8, 4, -1, 0, - -4, 8, 5, -4, -2, 15, -9, -2, -5, -2, - 0, 10, -2, 1, -5, -1, -6, -6, 3, -5, - 2, -2, -3, -1, 4, 3, -6, -3, -5, -4, - 1, -1, 0, -1, -12, 1, -3, 3, 4, -3, - -3, 1, -3, 4, -1, -8, 1, -4, 2, 0, - 3, -5, 2, -7, 0, 0, 4, 3, -4, -7, - -3, -5, 10, 1, 1, 4, 2, -1, 0, -13, - -3, 0, 0, -2, -26, 12, 2, 3, 1, 4, - 4, 2, -6, 6, -5, 3, 3, 4, -1, 1, - 5, 3, 2, 3, -5, 3, -7, -6, -4, -1, - 2, -11, -2, 0, 1, 0, 2, -6, -3, 1, 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-13, + 13, 21, 16, 12, 1, -14, -39, 4, 17, -32, + -3, -6, 8, -6, -44, 14, -2, -36, 3, 4, + -12, -16, -6, -12, -31, -26, -44, 14, 12, -18, + -5, 13, 0, 8, 2, -33, 14, 2, -3, -2, + -9, 4, -7, -1, 5, 8, -6, -8, 2, 2, + 14, -2, 1, 24, -74, 8, -4, -4, -3, -8, + 10, -9, -29, -4, 5, 11, 5, -10, -8, 1, + -3, 15, -17, 11, 9, 2, 7, 5, -2, -8, + 8, -3, -25, -13, 12, 0, -58, 2, -6, 0, + -2, -44, 18, -8, -25, -4, 6, 10, 15, 21, + -13, -5, -10, 5, -6, 3, 13, -14, 14, 15, + -10, -14, -6, -16, 2, -12, 13, 8, 8, 17, + -23, -1, -12, -10, -25, -10, 4, -12, 11, 13, + 16, 14, -27, -25, -4, -22, -5, -10, 5, -10, + 9, 8, -5, 2, -12, -15, -23, -3, 4, 13, + 37, 4, -23, -8, -10, 11, -39, -2, 27, -8, + 9, -2, 7, 1, 17, -8, -2, 20, 1, 4, + 7, -11, 9, 8, -6, -13, -3, 2, -5, -6, + 11, -7, 10, 9, -8, 0, -5, -35, 1, -9, + 0, -1, 5, 5, 2, 13, -21, -5, 22, -19, + 10, -15, -12, -13, -12, -9, 24, 16, -4, 1, + 4, 8, -13, -10, -26, -20, -12, 20, 10, 15, + 6, 17, 5, 3, -10, 7, -16, -21, 26, 8, + 25, -17, 14, -7, -12, 14, -11, -16, 28, 12, + 8, 30, -1, 16, -10, -21, -11, -27, 29, 17, + 19, 10, 15, 15, -3, 19, -22, -20, -17, -11, + 12, 19, -50, -2, -1, -37, -9, -4, 4, -26, + -14, 5, -2, 0, 12, 0, -8, -12, -11, -18, + -25, -34, -14, 12, -6, -66, 1, 2, 4, 8, + 4, -5, 17, 17, -2, 0, 9, -15, -2, 2, + 3, -5, -35, 2, 7, -20, -2, 2, 2, -9, + -9, -10, 3, -11, -6, 1, 3, -71, 5, 5, + -4, 4, 1, -14, 5, 8, -1, -3, -3, -5, + 5, -8, 4, -1, -5, 3, -13, -17, -33, -1, + 4, 4, 34, 8, -18, -10, -8, 3, -32, -3, + 21, -6, 3, -1, 5, 4, 9, -6, -15, 14, + -12, 2, 8, -14, 14, 16, -24, -10, -15, -12, + 8, -7, 9, 18, 14, 16, -25, -10, -17, -14, + -15, -12, 7, -11, 13, 15, 14, 6, -16, -18, + -13, 18, -11, 4, 11, -12, 11, 9, -9, -14, + -12, -11, 0, -10, 12, 8, 9, 13, -22, -5, + -15, -31, -10, -9, 7, -11, 11, 13, 13, 7, + -20, -11, -7, 10, -13, 11, 6, -1, 11, 11, + -11, -13, 2, 0, 11, -14, 9, 12, -62, 6, + -10, 1, -7, -32, 24, -12, -28, -6, 9, 16, + 14, 16, -26, -8, -15, 13, -15, 2, 12, -11, + 15, 14, -19, -13, -14, -16, 2, -11, 12, 18, + 11, 20, -29, -8, -17, -13, -18, -12, 8, -12, + 17, 16, 17, 6, -11, -17, }; const TfArray<1, int> tensor_dimension2 = { 1, { 4096 } }; const ALIGN(8) int16_t tensor_data3[64] = { - 4161, 1435, 1477, 1690, 10134, 2279, 7528, 1827, 9639, 2416, - 3265, 14307, 5774, 2408, 8157, 11297, -979, 614, -243, -410, - -2413, -523, -1338, -106, -4105, -744, -2006, -4706, -1038, -2560, - -2574, -1725, 3311, 2286, 8294, 18246, 19006, 7112, 7327, 2791, - 3303, 1343, 3734, 5021, 2339, 3670, 4287, 9436, -783, -424, - -565, -3686, -25648, -3069, -2046, 213, -996, 769, -3524, -1570, - -1995, -1199, -894, -3140, + 6684, 8813, 11616, 6489, 6286, 23284, 7047, 9969, 12612, 14183, + 5796, 10307, 9180, 12368, 8109, 19346, 1440, 127, -5628, 4484, + -2291, -5646, -45, -541, -4776, -4912, -9288, 1289, -5042, -2648, + -1819, -4832, 19248, 24393, 9486, 7830, 7235, 7673, 11832, 11100, + 6194, 5471, 8948, 19945, 10793, 13373, 7298, 7376, -3825, -2630, + 7732, -4287, 2836, -12127, -3398, -649, -1900, -748, 1315, -9459, + -1153, -3683, -6695, -4168, }; const TfArray<1, int> tensor_dimension3 = { 1, { 64 } }; const ALIGN(8) int8_t tensor_data4[2048] = { - 4, 5, -1, 2, -127, 8, 1, 7, 2, 9, - 1, 9, -49, 0, 3, -11, -7, 10, -1, 4, - 2, 5, 0, -2, 0, 4, 4, 1, -1, -1, - -3, -15, 0, -23, 4, 0, -32, 37, -4, -17, - -4, -8, 0, 6, -3, -3, 2, 8, -11, -2, - 0, -19, 4, -5, -3, 1, 0, 4, -6, 4, - -21, 9, 6, 3, -77, 0, 6, 2, -50, -26, - 3, -48, -15, -46, 7, -17, 16, -11, 18, -30, - -63, 10, 3, 2, 1, -127, -51, 10, -3, -15, - -12, -14, -8, -17, -28, -31, -13, -6, -8, 1, - -3, 12, 12, 0, -4, -3, -7, 50, -6, 0, - 15, -47, -127, 2, -3, -4, 12, 22, 12, -6, - 7, 5, 16, -4, 5, 14, -23, -26, 3, 2, - 0, 2, 1, -8, -127, 1, -3, 5, -1, 0, - 1, 1, 9, 3, 1, 1, 1, 0, -1, 0, - 1, 1, -3, 0, -100, -3, -10, -7, 0, 0, - 21, 31, -3, 4, -49, 4, -4, -7, 7, 28, - -104, -34, -3, -10, 24, 14, -19, -127, 9, -28, - -70, -1, -41, 0, -14, 6, -10, -4, 13, -46, - -13, 41, 7, -28, -13, 18, -17, -3, -1, -50, - -15, -127, -12, 18, -9, -13, 11, -10, 26, -19, - -13, 89, 6, 3, -27, -10, -11, 13, -3, -6, - 62, -11, 7, -37, 12, -20, 5, -4, 2, -48, - -3, -6, -1, -6, -6, -5, 3, -5, -10, 0, - 1, 1, 2, -18, 2, -9, -7, 3, -10, -4, - 4, 2, -1, -5, -1, -4, -14, -74, 3, -7, - -12, -20, 26, -2, 14, 36, 127, 36, -29, -15, - 48, 32, 27, -28, 2, -2, -5, -1, 26, -15, - -11, 9, -21, -2, 0, -18, 11, 25, 7, -11, - -4, 6, 7, 2, -7, 36, -5, -5, -7, -1, - 8, 3, 1, 4, -1, -5, 2, 4, -1, -2, - 4, -2, -2, 3, -2, 3, -7, 6, 23, -14, - 43, 32, 1, -7, 17, 35, 6, -8, -14, 117, - -11, -7, 81, 1, -7, -33, 6, 36, -23, -127, - 3, 10, 8, -10, -23, -6, -2, -7, -22, 2, - 3, -22, 6, -2, -1, -4, 0, 3, 7, 7, - -3, 2, -5, -4, -9, -1, -27, 1, 4, 0, - -3, 4, -2, 2, 2, 1, 0, -3, -11, 0, - 3, -127, -2, 2, -127, -106, -17, 8, -59, 64, - 12, 83, 2, -72, -20, 71, -11, -17, 56, 7, - 57, 69, 16, -15, -10, 2, -66, 1, 27, 6, - -3, 9, 17, -35, 11, 94, -78, 30, -22, -26, - 38, 42, 20, 9, -25, 35, 19, -22, -21, -16, - 21, -2, 15, -98, 1, 31, 127, 7, -15, -11, - 8, 6, 4, -10, -23, -72, 5, 17, -48, 52, - -12, -19, 8, 64, 32, 9, 14, 48, 14, -43, - -16, 6, 61, 6, 5, -119, -11, 47, -40, 15, - -5, 20, -1, -2, 24, 28, -42, -64, 8, 10, - 10, 7, -11, 4, 3, 0, 8, 1, 1, 23, - 12, 28, 1, 7, 6, 13, 1, -15, -2, -8, - -9, 16, 18, -11, 4, -7, -6, 7, 16, -27, - 4, 36, 8, -3, -3, -1, -3, -14, 3, 1, - -14, 0, 2, 2, 20, -1, 2, 4, 0, -2, - 16, -11, 8, -3, -1, 2, 2, 1, 1, -7, - -1, 1, -2, 0, -127, -1, -9, 2, -21, -4, - 2, 2, 6, -2, 6, 6, -1, 17, -20, -18, - 0, -15, 7, -18, -10, -36, 10, 2, 2, 1, - -5, 10, -6, -4, 6, 3, -9, -14, 5, -5, - 24, 0, -53, 12, 5, -43, 4, -1, -106, 8, - -20, 2, 3, -20, -61, -7, 19, -67, 17, -16, - -34, -17, 11, 14, -14, -1, -19, -1, 14, -3, - 11, -2, 58, -25, -47, -16, -10, -88, 5, 2, - -36, 7, -9, -6, 4, -15, 18, 35, 21, 6, - 11, 0, 21, -3, -11, 16, 0, -1, 5, 7, - -4, 0, -3, 2, -2, 2, 2, -68, -2, 1, - 1, -2, 3, 13, 2, -4, -2, 4, 4, -17, - 5, 3, -2, -2, -3, 1, -4, -4, -2, -2, - -8, 2, 33, -17, -23, 15, 3, 51, -62, -2, - -28, -12, 11, 12, 34, -92, -8, 38, -3, 27, - 11, -59, -45, 21, -12, -10, 36, -9, -22, -36, - 5, -6, -21, 14, -8, 18, -11, -13, -6, -1, - 42, 5, -7, -17, 39, -13, 13, -5, -1, -10, - 2, -2, -5, -39, -15, 8, -23, 0, 5, 6, - 97, -36, 11, -8, -52, 11, -127, -5, 2, 5, - -2, 15, -11, 5, -67, 3, -6, -1, -8, -9, - -3, -2, 3, -5, 6, -7, -8, 10, -7, 2, - -28, -5, -10, -5, 0, -2, -7, -2, 59, -3, - -52, -28, 52, -56, -26, -6, -7, 23, -20, 25, - 45, -36, 4, -16, -5, -12, -5, 103, 15, 5, - -18, -21, -4, 18, -48, -25, 13, 1, 10, -21, - -15, -6, -5, -9, -127, -12, -17, 4, 4, -15, - -5, 2, -13, 1, 2, 4, -1, 1, 19, 0, - 0, -5, -2, 1, 10, -2, 0, 11, -4, 1, - -7, 2, -116, 7, 16, -9, -31, -25, -12, -35, - 7, 2, -10, 14, -11, 37, -10, 8, 9, -69, - -65, 70, 36, -25, 16, -20, 24, -7, 8, 33, - -24, -16, 26, -6, 5, 1, -4, -3, 5, -5, - -1, -7, 19, 4, 0, -2, -6, -1, -6, -1, - -24, 9, -3, 5, -3, 18, -22, -3, -9, 0, - 2, -7, 3, -4, -16, -1, -10, 12, 35, 27, - -90, -47, 11, 1, -28, -1, -17, -9, -1, 74, - 9, 12, -9, 90, -33, 28, -31, 11, -28, -11, - 20, 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37, -33, 1, + -21, 28, -8, 1, 78, -3, 97, 110, -10, -1, + 60, 9, 83, -29, -28, -40, 14, 34, 8, -6, + 7, 75, 47, 15, 45, -10, -16, -29, -44, 36, + 49, -63, -27, -17, 12, 4, 44, 6, -17, 26, + 29, 21, -10, -1, -24, -15, 5, -24, -24, 69, + 12, -11, -94, 9, 1, -39, -35, 44, 48, -18, + -24, -11, 21, 7, -40, 127, 106, 0, 54, 0, + 27, 67, 2, -6, -2, 21, 66, -4, 9, -64, + 103, -8, 8, 19, 18, 5, 36, 8, 3, 12, + -12, 1, 49, 28, 0, 6, 0, 1, 0, 0, + 26, 8, 0, 9, -7, 4, 5, 4, 4, -127, + 2, -20, 1, -2, 2, 1, -4, 1, -1, 0, + -2, 2, -19, -2, 5, 1, 1, 2, -6, 4, + 5, 2, 29, -12, -3, 35, -7, -1, -5, -2, + 29, 1, -1, -14, 4, -3, -127, 4, -15, -12, + -3, 2, -28, -8, -31, 1, 0, 9, }; const TfArray<1, int> tensor_dimension4 = { 1, { 2048 } }; const ALIGN(8) int16_t tensor_data5[128] = { - 9995, 10980, 1112, 1018, 8471, 6201, 13185, 7779, 960, 12163, - 8559, 5352, 7723, 1478, 7106, 7075, -584, -1232, -1697, -1880, - -1086, -1575, -1151, -1128, -1979, -1321, -1103, -1732, -883, -1954, - -2009, -1023, 11348, 5426, 1411, 10800, 4680, 6043, 11071, 973, - 7618, 1143, 23811, 905, 7064, 10330, 5678, 12963, -1196, -993, - -2058, -1599, 136, -1376, -1246, -1761, -1501, -2157, -1949, -1976, - -1364, -777, -935, -1036, 9093, 1436, 12302, 2487, 10722, 15381, - 9388, 9812, 8092, 12649, 11091, 1237, 12354, 8280, 14331, 9768, - -2130, -2190, -1127, -1083, -3649, -1699, -1135, -1172, -1691, -977, - -1578, -2035, -1167, -1272, -3792, -1238, 11690, 11114, 9194, 9223, - 15636, 4424, 10925, 1003, 7456, 982, 9832, 10600, 1254, 1301, - 11318, 998, -2263, -1106, -1068, -1142, -2195, -520, -1352, -1882, - -1711, -2059, -1303, -1185, -1811, -2099, -1223, -1747, + 12998, 11165, 2577, 7330, 10827, 8386, 10191, 14315, 11346, 5705, + 8850, 6444, 4530, 8061, 8028, 3432, -2102, -2293, -2677, -2323, + -2145, -2118, -2034, -2517, -2047, -7795, -2182, -2135, -2373, -2072, + -2249, -1123, 5420, 12044, 5570, 6612, 12850, 10196, 13480, 8728, + 5606, 12727, 4781, 8661, 16441, 8866, 5886, 8407, -5738, -2523, + -3005, -2063, -3448, -2052, -1989, -2299, -6174, -1437, -6069, -3110, + -2643, -2166, -1987, -604, 10549, 10798, 3300, 10084, 11547, 5841, + 4827, 9368, 10917, 4884, 3951, 8732, 14637, 12671, 5984, 10238, + -2539, -2081, -3833, -2222, -2319, -6999, -5411, -2118, -2365, -6161, + -2207, -182, -2180, -2194, -6875, -2158, 4493, 5137, 8882, 9447, + 7017, 20914, 8522, 10248, 10814, 7699, 6799, 10221, 5632, 14203, + 10448, 5412, -175, -5854, -2274, -2274, -2348, -2459, -2240, -2136, + -2011, -1940, -2445, -2137, -5829, -2549, -2547, -6858, }; const TfArray<1, int> tensor_dimension5 = { 1, { 128 } }; const ALIGN(8) int8_t tensor_data6[1664] = { - -11, 19, -19, 12, -6, -2, -22, -6, 66, 14, - 23, 23, -22, -127, -98, -6, 46, 53, 82, 96, - -65, -90, -26, 59, -34, 75, -127, 78, -62, 27, - 64, 80, 26, 49, 41, 19, 13, -3, -16, 33, - -33, -2, -93, -11, 58, -1, -25, 11, 55, 74, - 30, 94, -37, -3, 31, -6, -44, 22, 35, 32, - -19, 53, -67, 83, -41, -5, 127, 70, 91, 17, - 66, -13, 6, -4, 2, 22, 0, 11, 6, -20, - -13, 9, 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125, -73, -103, 25, 107, 88, 3, - -17, 93, 41, 85, -6, 74, 90, -70, 18, -17, - 124, -84, -4, 68, 80, -39, -70, 127, 60, 81, - -100, 63, 45, 52, -79, 84, -4, 14, -7, -17, - 21, 47, -9, -12, -49, 6, 61, 35, -53, 66, - -15, -127, 11, 33, -3, -4, 32, -31, 16, -7, - -1, -8, -8, -13, -15, -8, -6, -16, 3, 4, - 16, 16, -7, 78, -6, -127, 5, 24, 32, -24, - -30, -15, 20, 8, -6, 8, 1, 0, -1, 5, - -2, -7, -7, -2, 40, 55, -45, -127, 36, 59, - -24, 17, 1, -23, 14, -11, 19, -4, 5, -14, - -10, -14, 7, -2, -2, -26, 6, -27, -14, 10, - 32, -54, -28, -7, -12, 81, 17, 119, 82, 51, - -127, -120, 8, -17, 7, -42, -21, -19, -27, -49, - -127, 103, 56, 20, -3, 17, 13, 65, -44, 34, - 4, -50, 15, 11, 22, -6, 6, 4, -66, 27, - 19, -13, 27, -40, -41, -11, 8, -8, -42, -87, - -86, -21, 52, 37, 79, 71, 9, 47, -52, 127, - -2, 24, 104, 105, -34, -61, 71, -91, 44, 119, - 127, 52, 59, 75, 127, 108, 35, 117, -31, 2, - 58, -1, 112, -33, 127, -62, -12, 14, -17, 10, - -5, -5, -8, 5, -2, 7, -10, 3, -10, 9, - 4, -14, 13, -2, -7, 20, -11, -1, 99, 112, - 64, 87, -48, -25, 67, 127, 113, -27, -17, 123, - -26, -43, 120, 69, 124, 49, -45, 60, 46, 19, - 63, -89, 3, 7, 39, 70, 120, 43, -112, -127, - -79, -34, 38, 33, 19, -30, 60, 12, -11, 19, - -24, 31, -19, -59, 64, -16, 11, -4, 112, 87, - -87, 64, 68, 7, 127, 67, 11, -53, 116, -60, - -83, 120, -107, 2, 63, 15, 51, 74, 110, 71, - 1, -3, -9, 7, -18, -62, 89, 44, -36, -95, - 127, -5, -83, 81, -52, 19, 4, -26, 33, 11, - -12, -4, -17, 19, -18, 34, 44, 45, 14, -29, - 45, 19, -41, -21, 9, 13, -7, 20, -16, -3, - -4, 71, -3, -13, -32, -4, -127, 5, -6, -14, - -127, -60, -8, -27, -91, -62, -49, -20, 10, 26, - -18, -39, -6, 68, 29, -1, 18, 41, 60, 24, - -21, 14, -9, 27, -5, -8, 15, 36, 7, 24, - 27, 51, 56, -24, -127, -67, 26, -5, -6, 31, - -11, 8, 6, -32, 50, -28, -30, 20, 116, 85, - -43, -63, 40, 113, 98, 10, 40, 29, 2, -31, - 84, -36, -22, 127, 44, -22, 101, -31, 16, 111, - -1, 12, -33, -2, -5, -46, -59, -14, -8, -81, - -127, -103, 90, -76, 30, 72, 99, 34, 99, -2, - 7, 46, 62, 7, -4, 0, 1, 8, -3, 4, - -2, 2, 6, -3, -7, 12, 15, -1, -10, 35, - 3, -64, -53, -80, -2, 127, 11, 10, 7, -4, - 25, -27, -84, 91, 55, -82, -37, 127, -15, -104, - 116, -86, 45, 2, -4, -2, -12, -7, -19, 11, - 11, 7, -31, 24, 100, 127, -26, 25, 68, -52, - 27, -29, 31, -18, 0, -2, -19, 12, -26, -40, - -3, 15, -4, -13, 1, 21, -49, 112, -127, 72, - -14, 79, 25, -1, -52, -64, -41, 53, 52, 19, - -24, 33, 24, -50, -36, 69, -48, -67, 36, 20, - -4, 16, 0, -15, -20, 7, 10, 0, 13, 3, - 0, 15, -1, -13, 5, 22, -1, 16, 33, -127, - 27, -6, 4, 11, 38, 106, 68, -41, 114, 44, - 116, -55, 116, 45, -61, 25, -57, -65, -72, 48, - 121, 28, 126, 81, -30, 61, -42, 127, 1, 15, - 62, 72, 62, -43, -127, -36, 27, -19, 0, -15, - -3, -25, 65, -14, -8, 7, 13, -21, -3, 8, - 23, -4, -1, -2, -4, 1, -10, 2, -4, 3, - 7, 11, 14, -4, -14, -6, -95, 27, 127, -31, - -42, 5, 2, -9, 20, -6, 10, -20, 42, -112, - 4, -11, 64, 32, 27, 3, 14, 29, 57, -8, - -15, 64, -12, -55, 78, 7, -127, -37, 30, 10, - 127, 18, -67, -66, 34, -21, 23, -2, -14, -2, - 14, -1, -11, 15, 16, -30, 16, 4, 13, 8, - -34, 18, -31, 0, 12, -20, -15, 19, -13, 1, - -11, -13, 19, -39, -28, -7, 31, 92, -31, 58, - 97, -127, 56, -74, -21, 18, 4, -10, 8, -10, - -9, 3, -23, -8, 29, -4, 15, -13, 9, -9, - 3, 9, 19, -12, 10, -37, -18, 127, -45, -18, - 12, 19, -5, -18, 23, 2, -24, -9, -16, 23, - -35, -19, 41, 37, -25, -31, 72, -13, -25, -10, - 25, 3, 71, 14, 68, 127, -25, 51, -36, -16, - -62, 12, -38, -71, -101, 53, 56, -91, 21, 4, - 51, 60, 127, 72, 28, -24, -58, 38, -23, -4, - -19, 29, 80, -127, 42, -50, 69, -18, 4, -6, - -38, -1, 27, 28, -47, 23, 57, -70, 12, 13, - 9, -7, -19, 12, -11, 76, -29, 29, -67, 127, - 121, 76, -7, 112, 26, -3, 66, -73, 21, -5, - -82, 18, 13, 50, 121, 76, 52, 120, 9, 4, - -17, 10, 127, 48, -6, 38, 64, 37, -38, -42, - -54, -30, 2, -49, 2, -7, 18, -33, -7, -14, - 45, -15, 125, 0, 29, -7, 127, 49, 102, -90, - 127, -36, -37, -15, -26, 25, 19, 18, -52, 111, - -23, 109, 111, 5, 61, 15, 6, -8, 0, -8, - -15, 37, -38, -68, 127, -41, -48, 108, -92, 81, - -53, 37, -19, 14, -9, 5, -2, -3, 12, -6, - 97, 113, 127, 73, 56, -17, 102, -31, 57, 34, - 30, -37, -31, 84, 78, 37, -16, -44, 51, 35, - -70, 30, 111, -18, 127, 57, -45, -25, 54, 18, - -12, 100, -8, 54, -2, 59, 21, 64, 2, -22, - -56, -19, 46, 70, 84, -1, 53, 30, 6, 3, - -23, -27, 44, 1, -50, 17, 55, -83, 125, -127, - 97, -53, 41, 9, -33, 12, -23, 14, -14, 17, - 19, -10, 4, -5, 15, -11, 28, 46, 34, -21, - -72, -93, 19, 96, 14, -20, 53, -4, -127, 25, - 29, 8, 11, -13, 11, -10, -29, 74, 62, -109, - 60, 106, -102, 74, 101, -45, 24, 127, 118, -6, - 110, -60, 76, 78, 58, 64, 108, 39, 112, 48, - 23, -34, -28, 56, 127, -7, -90, -39, 35, 74, - 39, -19, 14, 4, 3, 19, 5, -33, 32, -91, - 28, 32, -48, -41, 115, 76, -29, 55, 24, -121, - -25, -10, 114, 37, -62, 13, 77, 85, 28, -27, - 72, -5, 26, 113, 97, 116, 127, -13, 6, 1, - -7, -5, 16, -17, -36, 87, -67, 83, -95, 78, - -9, -60, 127, -77, 25, -26, 8, -5, 9, -8, - 17, -10, -13, 17, -35, -23, 2, 1, 29, -20, - 1, 9, -2, 17, -12, -127, 17, 76, -34, -96, - -17, -14, 56, -73, -5, 30, 36, -35, -65, 127, - 29, -84, 79, 28, -44, 25, -5, -13, 22, -17, - -9, 8, 6, 2, -9, 7, -2, 13, -24, -1, - 40, -83, 13, 83, -127, 56, -21, 1, -10, 26, - 1, -6, 26, 29, -53, -17, 70, -59, -2, 24, - 30, 4, -59, 18, -2, 2, 6, 5, -5, 2, - 3, 7, 7, -15, -8, 0, 34, -35, 48, -16, - -51, 34, -9, -45, 20, 66, 56, -127, -5, 6, - 14, 3, 5, 13, -5, 27, 30, 8, -40, -127, - -40, 68, 22, 23, 7, -25, 31, -11, -2, -23, - 16, -4, -104, 17, 127, 7, -6, -5, 3, -7, - -17, 28, 16, 6, -10, 24, 6, 1, -14, 20, - -12, 9, -20, 14, 4, 18, 0, 0, 0, 0, + -1, -34, -123, -36, 22, 64, -40, -112, -127, -84, + 21, 62, 66, -20, 13, 57, -15, -41, 28, -42, + 32, 38, -102, -23, 5, -8, 7, 10, -8, 21, + -6, 9, -6, -28, -50, -29, 3, -127, 36, 41, + 28, 97, 27, 15, 6, -25, 58, -75, -3, -1, + 24, 13, 22, -1, -41, -12, 0, -37, -14, 7, + -10, -41, 5, -15, -5, 69, -9, 100, 104, 37, + -91, -127, 14, -75, -15, 4, 9, -25, -33, -68, + -39, 8, 1, 87, -40, 72, -6, 73, 127, -42, + 8, 13, 20, 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16, -4, 23, -23, -9, 12, 13, 29, -1, + 6, -21, -25, -61, -45, -15, 69, 98, 38, 72, + -70, -127, -2, 37, 2, 3, 16, 2, -17, 24, + -2, -59, 89, -54, 3, 73, -117, 127, -119, 82, + -52, 46, -33, 28, -5, -19, 17, 8, -17, -47, + 102, 28, 41, 127, -38, 76, 2, -5, -11, -46, + 81, 98, 23, 8, 11, 58, 89, 17, 27, 47, + -32, 124, -20, -127, -94, -100, 14, -74, -41, 17, + -41, -105, -31, -18, 61, -73, 13, 113, -66, -16, + 59, -24, -3, -21, 53, 13, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, @@ -897,60 +897,100 @@ const ALIGN(8) int64_t tensor_data7[2] = { }; const TfArray<1, int> tensor_dimension7 = { 1, { 2 } }; const TfArray<4, int> tensor_dimension8 = { 4, { 1,1,4,64 } }; -const TfArray<1, float> quant8_scale = { 1, { 0.24111956357955933, } }; +const TfArray<1, float> quant8_scale = { 1, { 0.10807058215141296, } }; const TfArray<1, int> quant8_zero = { 1, { -128 } }; const TfLiteAffineQuantization quant8 = { (TfLiteFloatArray*)&quant8_scale, (TfLiteIntArray*)&quant8_zero, 0 }; -const TfArray<4, int> tensor_dimension9 = { 4, { 1,1,4,32 } }; -const TfArray<1, float> quant9_scale = { 1, { 0.33315452933311462, } }; +const ALIGN(8) int8_t tensor_data9[64] = { + -113, -116, -112, -107, -105, -110, -106, -120, -103, 94, + -115, -123, -116, -120, -106, -120, 119, -120, -118, -120, + -118, -113, -117, -111, 102, -117, 127, -120, -118, -121, + -119, -123, -117, -112, -117, -108, -112, 71, 127, -121, + -114, 127, -68, -123, -109, -118, 106, -114, -123, 107, + -111, -120, -107, -120, -114, -110, -118, -99, -118, -118, + 117, -117, -117, 110, +}; +const TfArray<1, int> tensor_dimension9 = { 1, { 64 } }; +const TfArray<1, float> quant9_scale = { 1, { 0.12401088327169418, } }; const TfArray<1, int> quant9_zero = { 1, { -128 } }; const TfLiteAffineQuantization quant9 = { (TfLiteFloatArray*)&quant9_scale, (TfLiteIntArray*)&quant9_zero, 0 }; -const ALIGN(4) int32_t tensor_data10[1] = { - 865, -}; -const TfArray<1, int> tensor_dimension10 = { 1, { 1 } }; -const TfArray<1, float> quant10_scale = { 1, { 0.00022624728444498032, } }; -const TfArray<1, int> quant10_zero = { 1, { 0 } }; +const TfArray<4, int> tensor_dimension10 = { 4, { 1,1,4,64 } }; +const TfArray<1, float> quant10_scale = { 1, { 0.13621410727500916, } }; +const TfArray<1, int> quant10_zero = { 1, { -128 } }; const TfLiteAffineQuantization quant10 = { (TfLiteFloatArray*)&quant10_scale, (TfLiteIntArray*)&quant10_zero, 0 }; -const TfArray<4, int> tensor_dimension11 = { 4, { 1,1,1,32 } }; -const TfArray<1, float> quant11_scale = { 1, { 0.79527455568313599, } }; -const TfArray<1, int> quant11_zero = { 1, { -128 } }; -const TfLiteAffineQuantization quant11 = { (TfLiteFloatArray*)&quant11_scale, (TfLiteIntArray*)&quant11_zero, 0 }; -const ALIGN(8) int8_t tensor_data12[1*1*1*32] = { - /* [0][0][][] */ -69,-31,73,-73,-72,-67,64,78,-47,-88,52,-82,-42,-106,21,-99,57,-46,-68,-43,95,-64,76,-92,-87,55,-127,-28,93,76,88,36, +const ALIGN(8) int8_t tensor_data11[64] = { + 20, 26, 85, -33, 112, 30, 43, -43, 55, -12, + 46, -74, 20, -9, 38, -83, -8, -33, 9, -44, + -18, -5, 52, 57, -35, -45, -32, -25, -4, -29, + -46, -4, -2, -11, -21, 23, -39, 73, -43, -14, + -30, -35, 5, 27, 26, 38, -40, -3, -68, 115, + -51, 19, -128, -18, -20, 11, 27, -23, 30, -40, + 127, -66, -88, 34, }; -const TfArray<4, int> tensor_dimension12 = { 4, { 1,1,1,32 } }; -const TfArray<1, float> quant12_scale = { 1, { 0.00028448953526094556, } }; -const TfArray<1, int> quant12_zero = { 1, { 0 } }; +const TfArray<1, int> tensor_dimension11 = { 1, { 64 } }; +const TfArray<1, float> quant11_scale = { 1, { 0.0040693976916372776, } }; +const TfArray<1, int> quant11_zero = { 1, { 73 } }; +const TfLiteAffineQuantization quant11 = { (TfLiteFloatArray*)&quant11_scale, (TfLiteIntArray*)&quant11_zero, 0 }; +const TfArray<4, int> tensor_dimension12 = { 4, { 1,1,4,64 } }; +const TfArray<1, float> quant12_scale = { 1, { 0.13789637386798859, } }; +const TfArray<1, int> quant12_zero = { 1, { -122 } }; const TfLiteAffineQuantization quant12 = { (TfLiteFloatArray*)&quant12_scale, (TfLiteIntArray*)&quant12_zero, 0 }; -const TfArray<4, int> tensor_dimension13 = { 4, { 1,1,1,1 } }; -const TfArray<1, float> quant13_scale = { 1, { 0.17188803851604462, } }; -const TfArray<1, int> quant13_zero = { 1, { 31 } }; +const TfArray<4, int> tensor_dimension13 = { 4, { 1,1,4,32 } }; +const TfArray<1, float> quant13_scale = { 1, { 0.10372437536716461, } }; +const TfArray<1, int> quant13_zero = { 1, { -128 } }; const TfLiteAffineQuantization quant13 = { (TfLiteFloatArray*)&quant13_scale, (TfLiteIntArray*)&quant13_zero, 0 }; -const TfArray<2, int> tensor_dimension14 = { 2, { 1,1 } }; -const TfArray<1, float> quant14_scale = { 1, { 0.17188803851604462, } }; -const TfArray<1, int> quant14_zero = { 1, { 31 } }; +const ALIGN(4) int32_t tensor_data14[1] = { + -1470, +}; +const TfArray<1, int> tensor_dimension14 = { 1, { 1 } }; +const TfArray<1, float> quant14_scale = { 1, { 0.00042832753388211131, } }; +const TfArray<1, int> quant14_zero = { 1, { 0 } }; const TfLiteAffineQuantization quant14 = { (TfLiteFloatArray*)&quant14_scale, (TfLiteIntArray*)&quant14_zero, 0 }; -const TfArray<2, int> tensor_dimension15 = { 2, { 1,1 } }; -const TfArray<1, float> quant15_scale = { 1, { 0.00390625, } }; +const TfArray<4, int> tensor_dimension15 = { 4, { 1,1,1,32 } }; +const TfArray<1, float> quant15_scale = { 1, { 0.1441643089056015, } }; const TfArray<1, int> quant15_zero = { 1, { -128 } }; const TfLiteAffineQuantization quant15 = { (TfLiteFloatArray*)&quant15_scale, (TfLiteIntArray*)&quant15_zero, 0 }; -uint8_t ALIGN(4) opdata0[143] = { 107, 116, 0, 109, 112, 0, 32, 96, 0, 0, 0, 24, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 0, 0, 0, 248, 255, 255, 255, 72, 0, 0, 0, 0, 97, 103, 103, 112, 0, 8, 64, 0, 0, 0, 24, 0, 0, 0, 0, 111, 116, 112, 0, 8, 64, 0, 0, 0, 3, 0, 251, 255, 0, 115, 99, 114, 97, 116, 99, 104, 0, 97, 107, 112, 0, 32, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 64, 0, 0, 0, 0, 1, 34, 20, 6, 79, 43, 121, 119, 68, 55, 6, 1, 6, 82, 13, 1, 124, 72, 64, 20, 40, 4, 20, 20, 4, 12, 36, 1, }; /* custom_initial_data */ +const ALIGN(8) int8_t tensor_data16[1*1*1*32] = { + /* [0][0][][] */ 33,-30,-29,31,33,-39,-53,-28,-35,37,27,21,33,-27,40,20,18,27,21,21,25,-52,-127,-26,-53,35,23,21,33,39,-58,21, +}; +const TfArray<4, int> tensor_dimension16 = { 4, { 1,1,1,32 } }; +const TfArray<1, float> quant16_scale = { 1, { 0.0029711066745221615, } }; +const TfArray<1, int> quant16_zero = { 1, { 0 } }; +const TfLiteAffineQuantization quant16 = { (TfLiteFloatArray*)&quant16_scale, (TfLiteIntArray*)&quant16_zero, 0 }; +const TfArray<4, int> tensor_dimension17 = { 4, { 1,1,1,1 } }; +const TfArray<1, float> quant17_scale = { 1, { 0.12821871042251587, } }; +const TfArray<1, int> quant17_zero = { 1, { 41 } }; +const TfLiteAffineQuantization quant17 = { (TfLiteFloatArray*)&quant17_scale, (TfLiteIntArray*)&quant17_zero, 0 }; +const TfArray<2, int> tensor_dimension18 = { 2, { 1,1 } }; +const TfArray<1, float> quant18_scale = { 1, { 0.12821871042251587, } }; +const TfArray<1, int> quant18_zero = { 1, { 41 } }; +const TfLiteAffineQuantization quant18 = { (TfLiteFloatArray*)&quant18_scale, (TfLiteIntArray*)&quant18_zero, 0 }; +const TfArray<2, int> tensor_dimension19 = { 2, { 1,1 } }; +const TfArray<1, float> quant19_scale = { 1, { 0.00390625, } }; +const TfArray<1, int> quant19_zero = { 1, { -128 } }; +const TfLiteAffineQuantization quant19 = { (TfLiteFloatArray*)&quant19_scale, (TfLiteIntArray*)&quant19_zero, 0 }; +uint8_t ALIGN(4) opdata0[143] = { 107, 116, 0, 109, 112, 0, 32, 96, 0, 0, 0, 24, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 8, 0, 0, 0, 248, 255, 255, 255, 72, 0, 0, 0, 0, 97, 103, 103, 112, 0, 8, 64, 0, 0, 0, 24, 0, 0, 0, 0, 111, 116, 112, 0, 8, 64, 0, 0, 0, 3, 0, 252, 255, 0, 115, 99, 114, 97, 116, 99, 104, 0, 97, 107, 112, 0, 32, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 64, 0, 0, 0, 0, 1, 34, 20, 6, 79, 43, 121, 119, 68, 55, 6, 1, 6, 82, 13, 1, 124, 72, 64, 20, 40, 4, 20, 20, 4, 12, 36, 1, }; /* custom_initial_data */ const TfArray<3, int> inputs0 = { 3, { 0,6,5 } }; const TfArray<1, int> outputs0 = { 1, { 8 } }; -uint8_t ALIGN(4) opdata1[135] = { 107, 116, 0, 109, 112, 0, 8, 0, 1, 0, 0, 64, 0, 0, 0, 0, 97, 103, 103, 112, 0, 24, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 192, 0, 0, 0, 0, 111, 116, 112, 0, 8, 32, 0, 0, 0, 3, 0, 249, 255, 0, 115, 99, 114, 97, 116, 99, 104, 0, 97, 107, 112, 0, 32, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 32, 0, 0, 0, 0, 1, 34, 20, 6, 95, 43, 113, 111, 68, 55, 6, 1, 6, 98, 13, 0, 116, 72, 0, 20, 40, 4, 20, 20, 4, 12, 36, 1, }; /* custom_initial_data */ -const TfArray<3, int> inputs1 = { 3, { 8,4,3 } }; -const TfArray<1, int> outputs1 = { 1, { 9 } }; -uint8_t ALIGN(4) opdata2[135] = { 107, 116, 0, 109, 112, 0, 8, 128, 0, 0, 0, 128, 0, 0, 0, 0, 97, 103, 103, 112, 0, 24, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 111, 116, 112, 0, 8, 32, 0, 0, 0, 1, 0, 252, 255, 0, 115, 99, 114, 97, 116, 99, 104, 0, 97, 107, 112, 0, 32, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 32, 0, 0, 0, 0, 1, 34, 20, 6, 95, 43, 113, 111, 68, 55, 6, 1, 6, 98, 13, 0, 116, 72, 0, 20, 40, 4, 20, 20, 4, 12, 36, 1, }; /* custom_initial_data */ -const TfArray<3, int> inputs2 = { 3, { 9,2,1 } }; -const TfArray<1, int> outputs2 = { 1, { 11 } }; -const TfLiteConvParams opdata3 = { kTfLitePaddingValid, 1,1, kTfLiteActNone, 1,1 }; -const TfArray<3, int> inputs3 = { 3, { 11,12,10 } }; +const TfLiteMulParams opdata1 = { kTfLiteActNone }; +const TfArray<2, int> inputs1 = { 2, { 8,9 } }; +const TfArray<1, int> outputs1 = { 1, { 10 } }; +const TfLiteAddParams opdata2 = { kTfLiteActNone }; +const TfArray<2, int> inputs2 = { 2, { 10,11 } }; +const TfArray<1, int> outputs2 = { 1, { 12 } }; +uint8_t ALIGN(4) opdata3[135] = { 107, 116, 0, 109, 112, 0, 8, 0, 1, 0, 0, 64, 0, 0, 0, 0, 97, 103, 103, 112, 0, 24, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 192, 0, 0, 0, 0, 111, 116, 112, 0, 8, 32, 0, 0, 0, 3, 0, 251, 255, 0, 115, 99, 114, 97, 116, 99, 104, 0, 97, 107, 112, 0, 32, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 32, 0, 0, 0, 0, 1, 34, 20, 6, 95, 43, 113, 111, 68, 55, 6, 1, 6, 98, 13, 0, 116, 72, 0, 20, 40, 4, 20, 20, 4, 12, 36, 1, }; /* custom_initial_data */ +const TfArray<3, int> inputs3 = { 3, { 12,4,3 } }; const TfArray<1, int> outputs3 = { 1, { 13 } }; -const TfLiteReshapeParams opdata4 = { { 0, 0, 0, 0, 0, 0, 0, 0, }, 0 }; -const TfArray<2, int> inputs4 = { 2, { 13,7 } }; -const TfArray<1, int> outputs4 = { 1, { 14 } }; -const TfArray<1, int> inputs5 = { 1, { 14 } }; -const TfArray<1, int> outputs5 = { 1, { 15 } }; +uint8_t ALIGN(4) opdata4[135] = { 107, 116, 0, 109, 112, 0, 8, 128, 0, 0, 0, 128, 0, 0, 0, 0, 97, 103, 103, 112, 0, 24, 0, 8, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 111, 116, 112, 0, 8, 32, 0, 0, 0, 2, 0, 252, 255, 0, 115, 99, 114, 97, 116, 99, 104, 0, 97, 107, 112, 0, 32, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 32, 0, 0, 0, 0, 1, 34, 20, 6, 95, 43, 113, 111, 68, 55, 6, 1, 6, 98, 13, 0, 116, 72, 0, 20, 40, 4, 20, 20, 4, 12, 36, 1, }; /* custom_initial_data */ +const TfArray<3, int> inputs4 = { 3, { 13,2,1 } }; +const TfArray<1, int> outputs4 = { 1, { 15 } }; +const TfLiteConvParams opdata5 = { kTfLitePaddingValid, 1,1, kTfLiteActNone, 1,1 }; +const TfArray<3, int> inputs5 = { 3, { 15,16,14 } }; +const TfArray<1, int> outputs5 = { 1, { 17 } }; +const TfLiteReshapeParams opdata6 = { { 0, 0, 0, 0, 0, 0, 0, 0, }, 0 }; +const TfArray<2, int> inputs6 = { 2, { 17,7 } }; +const TfArray<1, int> outputs6 = { 1, { 18 } }; +const TfArray<1, int> inputs7 = { 1, { 18 } }; +const TfArray<1, int> outputs7 = { 1, { 19 } }; const TensorInfo_t tensorData[] = { { kTfLiteInt8, tensor_arena + 256, (TfLiteIntArray*)&tensor_dimension0, 96, {kTfLiteAffineQuantization, const_cast(static_cast(&quant0)) },}, { kTfLiteInt16, (void*)tensor_data1, (TfLiteIntArray*)&tensor_dimension1, 128, {kTfLiteNoQuantization, nullptr },}, @@ -961,21 +1001,27 @@ const TensorInfo_t tensorData[] = { { kTfLiteInt8, (void*)tensor_data6, (TfLiteIntArray*)&tensor_dimension6, 1664, {kTfLiteNoQuantization, nullptr },}, { kTfLiteInt64, (void*)tensor_data7, (TfLiteIntArray*)&tensor_dimension7, 16, {kTfLiteNoQuantization, nullptr },}, { kTfLiteInt8, tensor_arena + 0, (TfLiteIntArray*)&tensor_dimension8, 256, {kTfLiteAffineQuantization, const_cast(static_cast(&quant8)) },}, - { kTfLiteInt8, tensor_arena + 256, (TfLiteIntArray*)&tensor_dimension9, 128, {kTfLiteAffineQuantization, const_cast(static_cast(&quant9)) },}, - { kTfLiteInt32, (void*)tensor_data10, (TfLiteIntArray*)&tensor_dimension10, 4, {kTfLiteAffineQuantization, const_cast(static_cast(&quant10)) },}, - { kTfLiteInt8, tensor_arena + 0, (TfLiteIntArray*)&tensor_dimension11, 32, {kTfLiteAffineQuantization, const_cast(static_cast(&quant11)) },}, - { kTfLiteInt8, (void*)tensor_data12, (TfLiteIntArray*)&tensor_dimension12, 32, {kTfLiteAffineQuantization, const_cast(static_cast(&quant12)) },}, - { kTfLiteInt8, tensor_arena + 32, (TfLiteIntArray*)&tensor_dimension13, 1, {kTfLiteAffineQuantization, const_cast(static_cast(&quant13)) },}, - { kTfLiteInt8, tensor_arena + 16, (TfLiteIntArray*)&tensor_dimension14, 1, {kTfLiteAffineQuantization, const_cast(static_cast(&quant14)) },}, - { kTfLiteInt8, tensor_arena + 0, (TfLiteIntArray*)&tensor_dimension15, 1, {kTfLiteAffineQuantization, const_cast(static_cast(&quant15)) },}, + { kTfLiteInt8, (void*)tensor_data9, (TfLiteIntArray*)&tensor_dimension9, 64, {kTfLiteAffineQuantization, const_cast(static_cast(&quant9)) },}, + { kTfLiteInt8, tensor_arena + 256, (TfLiteIntArray*)&tensor_dimension10, 256, {kTfLiteAffineQuantization, const_cast(static_cast(&quant10)) },}, + { kTfLiteInt8, (void*)tensor_data11, (TfLiteIntArray*)&tensor_dimension11, 64, {kTfLiteAffineQuantization, const_cast(static_cast(&quant11)) },}, + { kTfLiteInt8, tensor_arena + 0, (TfLiteIntArray*)&tensor_dimension12, 256, {kTfLiteAffineQuantization, const_cast(static_cast(&quant12)) },}, + { kTfLiteInt8, tensor_arena + 256, (TfLiteIntArray*)&tensor_dimension13, 128, {kTfLiteAffineQuantization, const_cast(static_cast(&quant13)) },}, + { kTfLiteInt32, (void*)tensor_data14, (TfLiteIntArray*)&tensor_dimension14, 4, {kTfLiteAffineQuantization, const_cast(static_cast(&quant14)) },}, + { kTfLiteInt8, tensor_arena + 0, (TfLiteIntArray*)&tensor_dimension15, 32, {kTfLiteAffineQuantization, const_cast(static_cast(&quant15)) },}, + { kTfLiteInt8, (void*)tensor_data16, (TfLiteIntArray*)&tensor_dimension16, 32, {kTfLiteAffineQuantization, const_cast(static_cast(&quant16)) },}, + { kTfLiteInt8, tensor_arena + 32, (TfLiteIntArray*)&tensor_dimension17, 1, {kTfLiteAffineQuantization, const_cast(static_cast(&quant17)) },}, + { kTfLiteInt8, tensor_arena + 16, (TfLiteIntArray*)&tensor_dimension18, 1, {kTfLiteAffineQuantization, const_cast(static_cast(&quant18)) },}, + { kTfLiteInt8, tensor_arena + 0, (TfLiteIntArray*)&tensor_dimension19, 1, {kTfLiteAffineQuantization, const_cast(static_cast(&quant19)) },}, }; const NodeInfo_t nodeData[] = { { (TfLiteIntArray*)&inputs0, (TfLiteIntArray*)&outputs0, const_cast(static_cast(&opdata0)), OP_XC_conv2d_v2, 143, }, - { (TfLiteIntArray*)&inputs1, (TfLiteIntArray*)&outputs1, const_cast(static_cast(&opdata1)), OP_XC_conv2d_v2, 135, }, - { (TfLiteIntArray*)&inputs2, (TfLiteIntArray*)&outputs2, const_cast(static_cast(&opdata2)), OP_XC_conv2d_v2, 135, }, - { (TfLiteIntArray*)&inputs3, (TfLiteIntArray*)&outputs3, const_cast(static_cast(&opdata3)), OP_CONV_2D, 0, }, - { (TfLiteIntArray*)&inputs4, (TfLiteIntArray*)&outputs4, const_cast(static_cast(&opdata4)), OP_RESHAPE, 0, }, - { (TfLiteIntArray*)&inputs5, (TfLiteIntArray*)&outputs5, nullptr, OP_LOGISTIC, 0, }, + { (TfLiteIntArray*)&inputs1, (TfLiteIntArray*)&outputs1, const_cast(static_cast(&opdata1)), OP_MUL, 0, }, + { (TfLiteIntArray*)&inputs2, (TfLiteIntArray*)&outputs2, const_cast(static_cast(&opdata2)), OP_ADD, 0, }, + { (TfLiteIntArray*)&inputs3, (TfLiteIntArray*)&outputs3, const_cast(static_cast(&opdata3)), OP_XC_conv2d_v2, 135, }, + { (TfLiteIntArray*)&inputs4, (TfLiteIntArray*)&outputs4, const_cast(static_cast(&opdata4)), OP_XC_conv2d_v2, 135, }, + { (TfLiteIntArray*)&inputs5, (TfLiteIntArray*)&outputs5, const_cast(static_cast(&opdata5)), OP_CONV_2D, 0, }, + { (TfLiteIntArray*)&inputs6, (TfLiteIntArray*)&outputs6, const_cast(static_cast(&opdata6)), OP_RESHAPE, 0, }, + { (TfLiteIntArray*)&inputs7, (TfLiteIntArray*)&outputs7, nullptr, OP_LOGISTIC, 0, }, }; // Scratch buffer variables @@ -1049,8 +1095,8 @@ TfLiteStatus model_init(void *flash_data) { // Set microcontext as the context ptr ctx.impl_ = (void*)&mc; ctx.tensors = tflTensors; - ctx.tensors_size = 16; - for(size_t i = 0; i < 16; ++i) { + ctx.tensors_size = 20; + for(size_t i = 0; i < 20; ++i) { tflTensors[i].data.data = tensorData[i].data; evalTensors[i].data.data = tensorData[i].data; tflTensors[i].type = tensorData[i].type; @@ -1068,11 +1114,13 @@ TfLiteStatus model_init(void *flash_data) { } } registrations[OP_XC_conv2d_v2] = *(tflite::ops::micro::xcore::Register_XC_conv2d_v2()); + registrations[OP_MUL] = tflite::Register_MUL(); + registrations[OP_ADD] = tflite::Register_ADD(); registrations[OP_CONV_2D] = tflite::Register_CONV_2D(); registrations[OP_RESHAPE] = tflite::ops::micro::Register_RESHAPE(); registrations[OP_LOGISTIC] = tflite::Register_LOGISTIC(); - for(size_t i = 0; i < 6; ++i) { + for(size_t i = 0; i < 8; ++i) { tflNodes[i].inputs = nodeData[i].inputs; tflNodes[i].outputs = nodeData[i].outputs; tflNodes[i].builtin_data = nodeData[i].builtin_data; @@ -1082,7 +1130,7 @@ TfLiteStatus model_init(void *flash_data) { tflNodes[i].user_data = registrations[nodeData[i].used_op_index].init(&ctx, (const char*)tflNodes[i].builtin_data, nodeData[i].custom_initial_data_size); } } - for(size_t i = 0; i < 6; ++i) { + for(size_t i = 0; i < 8; ++i) { if (registrations[nodeData[i].used_op_index].prepare) { TfLiteStatus status = registrations[nodeData[i].used_op_index].prepare(&ctx, &tflNodes[i]); if (status != kTfLiteOk) { @@ -1101,7 +1149,7 @@ TfLiteTensor* model_input(int index) { } static const int outTensorIndices[] = { - 15, + 19, }; TfLiteTensor* model_output(int index) { return &ctx.tensors[outTensorIndices[index]]; @@ -1111,7 +1159,7 @@ TfLiteStatus model_invoke() { thread_init_1(&xc_config.thread_info); xc_config.thread_info.nstackwords = kStackWordsPerThread; xc_config.thread_info.stacks = &xc_stack[kStackWordsPerThread/2 - 1]; - for(size_t i = 0; i < 6; ++i) { + for(size_t i = 0; i < 8; ++i) { TfLiteStatus status = registrations[nodeData[i].used_op_index].invoke(&ctx, &tflNodes[i]); if (status != kTfLiteOk) { thread_destroy(&xc_config.thread_info); diff --git a/modules/lib_vnr/src/inference/model/trained_model_xcore.cpp.h b/modules/lib_vnr/src/inference/model/trained_model_xcore.cpp.h index ddd166001..74f370311 100644 --- a/modules/lib_vnr/src/inference/model/trained_model_xcore.cpp.h +++ b/modules/lib_vnr/src/inference/model/trained_model_xcore.cpp.h @@ -1,5 +1,5 @@ // This file is generated. Do not edit. -// Generated on: 23.09.2022 11:48:04 +// Generated on: 11.08.2023 13:54:34 #ifndef model_GEN_H #define model_GEN_H diff --git a/modules/lib_vnr/src/inference/model/trained_model_xcore.tflite b/modules/lib_vnr/src/inference/model/trained_model_xcore.tflite index 0a13917b9..c76758861 100644 Binary files a/modules/lib_vnr/src/inference/model/trained_model_xcore.tflite and b/modules/lib_vnr/src/inference/model/trained_model_xcore.tflite differ diff --git a/modules/lib_vnr/src/inference/model/vnr_quant_spec_defines.h b/modules/lib_vnr/src/inference/model/vnr_quant_spec_defines.h index 3d030708c..4bf92694e 100644 --- a/modules/lib_vnr/src/inference/model/vnr_quant_spec_defines.h +++ b/modules/lib_vnr/src/inference/model/vnr_quant_spec_defines.h @@ -1,9 +1,9 @@ -// Autogenerated from fwk_voice/modules/lib_vnr/python/utils/xformer/xform_model.py. Do not modify +// Autogenerated from fwk_voice/fwk_voice/modules/lib_vnr/python/utils/xformer/xform_model.py. Do not modify // Generated using xmos-ai-tools version 0.1.8 #ifndef VNR_QUANT_SPEC_DEFINES_H #define VNR_QUANT_SPEC_DEFINES_H -#define VNR_INPUT_SCALE_INV (1.0/0.1143890991806984) +#define VNR_INPUT_SCALE_INV (1.0/0.1250608265399933) #define VNR_INPUT_ZERO_POINT (127) #define VNR_OUTPUT_SCALE (0.00390625) #define VNR_OUTPUT_ZERO_POINT (-128)