{
  "test": "FASE2 integration with new hyp_t.py",
  "module": "bigru_t.model.hyp_t",
  "version": "V6.5-V3-hyp-synergy",
  "timestamp": "2026-08-09T17:57:14",
  "n_pass": 12,
  "n_fail": 0,
  "checks": [
    {
      "name": "Import hyp_t (HypT, SynergyHypothesisEnsemble)",
      "passed": true,
      "details": ""
    },
    {
      "name": "Import KohonenLearningSystemV2",
      "passed": true,
      "details": ""
    },
    {
      "name": "KLS V2 inicializado",
      "passed": true,
      "details": "som_grid=(4,4,4,4), n_hyp=16, max=32, vqvae2=True"
    },
    {
      "name": "HypT.forward funciona",
      "passed": true,
      "details": "shape=(4, 1024)"
    },
    {
      "name": "SynergyEnsemble.forward funciona",
      "passed": true,
      "details": "shape=(4, 1024), losses_total=0.014742"
    },
    {
      "name": "KLS processou 200/200 amostras",
      "passed": true,
      "details": "processed=200, buffer_size=200"
    },
    {
      "name": "KLS.train_hypotheses() executou sem crash",
      "passed": true,
      "details": "elapsed=2.44s, active=True, reason=n/a"
    },
    {
      "name": "train_hypotheses loss_final finito",
      "passed": true,
      "details": "loss_final=0.693101"
    },
    {
      "name": "Métricas SOM finitas",
      "passed": true,
      "details": "QE=0.0207, TE=0.8700, KL=0.4453, VE=0.9990"
    },
    {
      "name": "HypT state_dict round-trip",
      "passed": true,
      "details": "params=1135234"
    },
    {
      "name": "VQ-VAE-2 ativo (user: não autorizei desativação)",
      "passed": true,
      "details": "enable_vqvae2=True, compressor=present"
    },
    {
      "name": "Buffer 256 canônico V6.5-V4 (alinhado ao grid)",
      "passed": true,
      "details": "max=256, canonical=256, fallback=128"
    }
  ],
  "canonical_params": {
    "N_HYPOTHESES": 16,
    "MAX_N_HYPOTHESES": 32,
    "HYP_TRAIN_STEPS": 30,
    "HYP_HIDDEN_DIM": 256,
    "SOM_GRID": "(4,4,4,4) = 256 neurons",
    "HIDDEN_DIM": 1024,
    "VOCAB_SIZE": 16384,
    "BUFFER_MAX_SIZE": 864,
    "VQ_VAE_2": "ACTIVE (user: não autorizei desativação)"
  }
}