Delete v6_4_report.json

v6_4_report.json

@@ -1,290 +0,0 @@
-{
-  "version": "V6.4",
-  "timestamp": "2026-08-07T21:50:59.736919",
-  "config": {
-    "BATCH_SIZE": 16,
-    "N_DATASETS": 5,
-    "SAMPLES_PER_DATASET": 50,
-    "TOTAL_SAMPLES": 250,
-    "EPOCHS": 2,
-    "SOM_GRID": [
-      6,
-      6,
-      6,
-      4
-    ],
-    "n_neurons": 864,
-    "HIDDEN_DIM": 1024,
-    "VOCAB_SIZE": 16384,
-    "MAX_SEQ_LEN": 8,
-    "T_max": 10000,
-    "N_start": 10,
-    "lambda_ewc": 0.02,
-    "alpha0": 0.1,
-    "sigma0": 1.5,
-    "dim_choice": "y",
-    "pgvector_lookup": "REMOVED (find_bmu replaces it)"
-  },
-  "xeon_status": {
-    "version": "V6",
-    "physical_cores": 2,
-    "env": {
-      "MKL_ENABLE_INSTRUCTIONS": "AVX512",
-      "MKL_NUM_THREADS": "2",
-      "OMP_NUM_THREADS": "2",
-      "MKL_DYNAMIC": "FALSE",
-      "DNNL_PRIMITIVE_CACHE_CAPACITY": "1024",
-      "ONEDNN_MAX_CPU_ISA": "AMX_INT8",
-      "KMP_AFFINITY": "granularity=fine,compact,1,0",
-      "KMP_BLOCKTIME": "1"
-    },
-    "avx512": {
-      "supported": true,
-      "desc": "AVX512_VNNI (full INT8 acceleration)"
-    },
-    "amx": {
-      "supported": true,
-      "desc": "AMX (tile + int8 + bf16) — full AMX acceleration"
-    },
-    "ipex_available": false,
-    "init_done": true
-  },
-  "fp16_benchmark": {
-    "best_time_ms": 72.87378999990324,
-    "avg_time_ms": 98.34084399994936,
-    "best_tflops": 1.7564614108881937,
-    "avg_tflops": 1.3015954998318493,
-    "matrix_size": 4000.0
-  },
-  "training": {
-    "duration_s": 95.8256266117096,
-    "n_steps": 40,
-    "n_epochs": 2
-  },
-  "summary": {
-    "n_steps": 40,
-    "final_loss": -1.0,
-    "mean_loss": -0.9971289930033563,
-    "min_loss": -1.0,
-    "max_loss": -0.97182531580755,
-    "final_acc": 1.0,
-    "mean_acc": 0.9943146720070143,
-    "sigma_start": 1.3846745195799537,
-    "sigma_end": 0.7752770017375488,
-    "alpha_start": 0.09607894391523232,
-    "alpha_end": 0.07189237334319262,
-    "rss_max_mb": 1400.0,
-    "rss_final_mb": 1400.0,
-    "rss_trend": "stable",
-    "n_alerts": 39,
-    "alerts": [
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 1,
-        "value": -0.9842509842514764
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 2,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 3,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 4,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 5,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 6,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 7,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 8,
-        "value": -0.9926198253344827
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 9,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 10,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 11,
-        "value": -0.97182531580755
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 12,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 13,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 14,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 15,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 16,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 17,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 18,
-        "value": -0.9938837346736189
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 19,
-        "value": -1.0
-      },
-      {
-        "type": "3.3_loss_vanishing",
-        "step": 20,
-        "value": -1.0
-      }
-    ],
-    "kohonen_final": {
-      "sigma_t": 0.7752770017375488,
-      "alpha_t": 0.07189237334319262,
-      "t": 660,
-      "n_neurons": 864,
-      "fisher_w_mean": 0.0,
-      "fisher_w_max": 0.0,
-      "fisher_accum_count": 0,
-      "has_ewc_reference": true,
-      "weights_norm": 39.1356201171875,
-      "weights_w_mean": -0.000526978459674865
-    },
-    "hypothesis_final": {
-      "classifier_trained": true,
-      "punishment_count": 0,
-      "success_count": 0,
-      "training_ready": false,
-      "buffer_size": 0,
-      "required_new_samples": 10,
-      "histogram_max": 0,
-      "time_counter": 500
-    }
-  },
-  "kohonen_final": {
-    "t": 660,
-    "sigma_t": 0.7752770017375488,
-    "alpha_t": 0.07189237334319262,
-    "sigma0": 1.5,
-    "alpha0": 0.1,
-    "lambda_ewc": 0.02,
-    "grid_shape": [
-      6,
-      6,
-      6,
-      4
-    ],
-    "n_neurons": 864,
-    "has_ewc_reference": true,
-    "fisher_w_mean": 0.0,
-    "fisher_w_max": 0.0,
-    "fisher_accum_count": 0,
-    "weights_norm": 39.1356201171875,
-    "weights_w_mean": -0.000526978459674865
-  },
-  "kls_state": {
-    "som": {
-      "t": 660,
-      "sigma_t": 0.7752770017375488,
-      "alpha_t": 0.07189237334319262,
-      "sigma0": 1.5,
-      "alpha0": 0.1,
-      "lambda_ewc": 0.02,
-      "grid_shape": [
-        6,
-        6,
-        6,
-        4
-      ],
-      "n_neurons": 864,
-      "has_ewc_reference": true,
-      "fisher_w_mean": 0.0,
-      "fisher_w_max": 0.0,
-      "fisher_accum_count": 0,
-      "weights_norm": 39.1356201171875,
-      "weights_w_mean": -0.000526978459674865
-    },
-    "kls": {
-      "time_counter": 500,
-      "T_max": 10000,
-      "buffer_size": 0,
-      "training_ready": false,
-      "punishment_count": 0,
-      "success_count": 0,
-      "classifier_trained": true,
-      "histogram_size": 0,
-      "histogram_max": 0,
-      "N_start": 10,
-      "dim_choice": "y",
-      "som_neuron_count": 864,
-      "required_new_samples": 10,
-      "has_classifier": true,
-      "vocab_size": 16384,
-      "hidden_dim": 1024,
-      "seq_len": 8
-    }
-  },
-  "math_analysis": {
-    "text_to_4d": "SVD: M @ V[:3].T -> centroid 3D + w = time_step/T_max (LINEAR)",
-    "bmu_distance": "||W - x||^2 (L2 squared in R^4) — replaces pgvector_lookup",
-    "neighborhood": "Lambda(d, sigma) = exp(-d^2 / (2*sigma^2)), d^2 = di^2+dj^2+dk^2+dl^2",
-    "weight_update": "dW = alpha * Lambda * (x - W)",
-    "sigma_decay": "sigma_t = sigma0 * exp(-t/1000)",
-    "alpha_decay": "alpha_t = alpha0 * exp(-t/2000)",
-    "ewc_only_dim4": "penalty = lambda * F * (W_w - W*_w), F = mean((x_w - W_w)^2)",
-    "fisher_accumulation": "only when punishment_count==0 AND old_weights_w is None AND Lambda > 0.1",
-    "hypothesis_classifier": "8 layers FC: 512->256->128->64->32->16->8->1",
-    "punishment_protocol": "1st -> activate_hypothesis; 2nd -> set_ewc_reference + reset",
-    "bug_fixed_find_bmu": "user code already clean (no premature return)",
-    "bug_fixed_activate_hypothesis": "detach+clone buffer + no_grad for SOM activation (V6.3 fix maintained)",
-    "pgvector_removed": "find_bmu is the equivalent nearest-neighbor search over SOM grid"
-  },
-  "datasets_used": [
-    "TucanoBR/GigaVerbo",
-    "dominguesm/restore-punctuation-pttr-dataset",
-    "Madras1/corpus-ptbr-v2",
-    "CEIA-POSITIVO/ultrachat_br_clustred_balanced_v1",
-    "nvidia/OpenMathInstruct-2"
-  ]
-}