Upload FAST tokenizer trained on lerobot/libero_video

README.md

@@ -0,0 +1,199 @@
+---
+library_name: transformers
+tags: []
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]

processing_action_tokenizer.py

@@ -0,0 +1,263 @@
+import logging
+from typing import ClassVar, List, Optional
+
+import numpy as np
+import pywt
+from tokenizers import ByteLevelBPETokenizer
+from tokenizers.trainers import BpeTrainer
+from transformers import PreTrainedTokenizerFast
+from transformers.processing_utils import ProcessorMixin
+
+
+class WaveletActionProcessor(ProcessorMixin):
+    attributes: ClassVar[list[str]] = ["bpe_tokenizer"]
+    bpe_tokenizer_class: str = "AutoTokenizer"
+
+    def __init__(
+        self,
+        bpe_tokenizer: PreTrainedTokenizerFast,
+        wavelet: str = "db1",
+        level: int = 2,
+        scale: float = 10.0,
+        min_token: int = 0,
+        *,
+        action_dim: Optional[int] = None,
+        time_horizon: Optional[int] = None,
+    ):
+        self.wavelet = wavelet
+        self.level = level
+        self.scale = scale
+        self.min_token = int(min_token)
+
+        # Used for decode (same logic as FAST)
+        self.time_horizon = time_horizon
+        self.action_dim = action_dim
+        self.called_time_horizon = time_horizon
+        self.called_action_dim = action_dim
+
+        # Cache wavelet coefficient layout needed for decoding
+        # We keep one slice-structure per dimension (they are typically identical for fixed T/wavelet/level)
+        self._coeff_slices_per_dim = None  # list of slice dicts
+        self._n_coeff = None               # number of wavelet coeffs per dim after coeffs_to_array
+
+        super().__init__(bpe_tokenizer)
+
+    def _ensure_coeff_layout(self, T: int, D: int):
+        """Cache coeff slices and coeff vector length for given (T, wavelet, level)."""
+        if (
+            self._coeff_slices_per_dim is not None
+            and self._n_coeff is not None
+            and self.called_time_horizon == T
+            and self.called_action_dim == D
+        ):
+            return
+
+        dummy = np.zeros(T, dtype=np.float32)
+
+        slices_per_dim = []
+        n_coeff = None
+        for _ in range(D):
+            coeffs = pywt.wavedec(dummy, self.wavelet, level=self.level)
+            arr, slc = pywt.coeffs_to_array(coeffs)
+            slices_per_dim.append(slc)
+            if n_coeff is None:
+                n_coeff = int(arr.shape[0])
+
+        self._coeff_slices_per_dim = slices_per_dim
+        self._n_coeff = n_coeff
+
+    def __call__(self, action_chunk: np.ndarray) -> List[List[int]]:
+        """
+        Encode actions to BPE tokens.
+
+        action_chunk: (T,D) or (B,T,D)
+        returns: List[List[int]] (batch of token id lists)
+        """
+        assert action_chunk.ndim <= 3, "Only 3 dimensions supported: [batch, timesteps, action_dim]"
+        if action_chunk.ndim == 2:
+            action_chunk = action_chunk[None, ...]
+
+        B, T, D = action_chunk.shape
+
+        # cache for decoding
+        self.called_time_horizon, self.called_action_dim = T, D
+        self._ensure_coeff_layout(T, D)
+
+        batch_tokens: List[List[int]] = []
+        for i in range(B):
+            # wavelet per dim -> flattened coeffs of length (n_coeff * D)
+            coeffs_by_dim = []
+            for d in range(D):
+                coeffs = pywt.wavedec(action_chunk[i, :, d], self.wavelet, level=self.level)
+                flat, _ = pywt.coeffs_to_array(coeffs)  # shape (n_coeff,)
+                coeffs_by_dim.append(flat)
+
+            coeff_mat = np.stack(coeffs_by_dim, axis=1)      # (n_coeff, D)
+            flat_all = coeff_mat.reshape(-1)                 # (n_coeff * D,)
+
+            quant = np.around(flat_all * self.scale).astype(int)
+
+            shifted = (quant - self.min_token).astype(int)
+
+            # Optional safety check (unicode range). Keep it simple:
+            if shifted.min() < 0:
+                # This means min_token was not low enough for these coeffs.
+                raise ValueError(
+                    f"Shifted tokens became negative (min={shifted.min()}). "
+                    f"Your min_token={self.min_token} is too high. Re-fit or lower min_token."
+                )
+            if shifted.max() > 0x10FFFF:
+                raise ValueError(
+                    f"Shifted tokens exceed Unicode max (max={shifted.max()}). "
+                    f"Reduce scale or re-fit min/max range."
+                )
+
+            token_str = "".join(chr(int(x)) for x in shifted)
+            batch_tokens.append(self.bpe_tokenizer(token_str)["input_ids"])
+
+        return batch_tokens
+
+    def decode(
+        self,
+        tokens: List[List[int]],
+        *,
+        time_horizon: Optional[int] = None,
+        action_dim: Optional[int] = None,
+    ) -> np.ndarray:
+        """
+        Decode BPE tokens back to actions.
+
+        tokens: List[List[int]] (batch)
+        returns: (B, T, D)
+        """
+        T = time_horizon or self.time_horizon or self.called_time_horizon
+        D = action_dim or self.action_dim or self.called_action_dim
+
+        assert T is not None and D is not None, (
+            "Tokenizer not initialized: call encode() once or pass time_horizon and action_dim."
+        )
+
+        # cache for next call + ensure layout
+        self.time_horizon, self.action_dim = T, D
+        self.called_time_horizon, self.called_action_dim = T, D
+        self._ensure_coeff_layout(T, D)
+
+        decoded_actions = []
+        for tok_list in tokens:
+            # decode to string of chars
+            s = self.bpe_tokenizer.decode(tok_list, clean_up_tokenization_spaces=False)
+
+            ints = np.array([ord(c) for c in s], dtype=np.int64)
+
+            # unshift + dequantize
+            quant = ints + self.min_token
+            flat_coeffs = quant.astype(np.float32) / self.scale  # (n_coeff * D,)
+
+            # reshape to (n_coeff, D)
+            expected = self._n_coeff * D
+            if flat_coeffs.shape[0] != expected:
+                raise ValueError(
+                    f"Decoded coeff length mismatch: got {flat_coeffs.shape[0]}, expected {expected}. "
+                    f"(T={T}, D={D}, n_coeff={self._n_coeff}). "
+                    "This usually means you decoded with different T/D than encoding."
+                )
+
+            coeff_mat = flat_coeffs.reshape(self._n_coeff, D)
+
+            # inverse wavelet per dimension
+            recon = np.zeros((T, D), dtype=np.float32)
+            for d in range(D):
+                arr = coeff_mat[:, d]
+                coeff_list = pywt.array_to_coeffs(
+                    arr,
+                    self._coeff_slices_per_dim[d],
+                    output_format="wavedec",
+                )
+                sig = pywt.waverec(coeff_list, self.wavelet)
+                recon[:, d] = sig[:T]  # waverec can return a bit longer due to padding
+
+            decoded_actions.append(recon)
+
+        return np.stack(decoded_actions, axis=0)
+
+    @classmethod
+    def fit(
+        cls,
+        action_data: List[np.ndarray],  # each (T,D)
+        wavelet: str = "db1",
+        level: int = 2,
+        scale: float = 10.0,
+        vocab_size: int = 1024,
+        *,
+        time_horizon: Optional[int] = None,
+        action_dim: Optional[int] = None,
+    ) -> "WaveletActionProcessor":
+        """
+        Fit BPE tokenizer on wavelet-quantized coefficient streams.
+        """
+
+        # Compute quantized coefficient streams to estimate min/max token range
+        all_streams = []
+        for a in action_data:
+            assert a.ndim == 2, "Each item must be (T,D)"
+            T, D = a.shape
+            # wavelet per dim -> flatten (n_coeff * D)
+            coeffs_by_dim = []
+            for d in range(D):
+                coeffs = pywt.wavedec(a[:, d], wavelet, level=level)
+                flat, _ = pywt.coeffs_to_array(coeffs)
+                coeffs_by_dim.append(flat)
+            coeff_mat = np.stack(coeffs_by_dim, axis=1)
+            stream = np.around(coeff_mat.reshape(-1) * scale).astype(int)
+            all_streams.append(stream)
+
+        all_vals = np.concatenate(all_streams)
+        min_token = int(all_vals.min())
+        max_token = int(all_vals.max())
+
+        token_range = max_token - min_token + 1
+        if token_range > vocab_size:
+            raise ValueError(
+                f"Vocab size {vocab_size} too small for token range {token_range}. "
+                "Increase vocab_size or reduce scale."
+            )
+        if token_range + 100 > vocab_size:
+            logging.warning(
+                f"Initial alphabet size {token_range} is close to vocab_size {vocab_size}. "
+                "Consider increasing vocab_size for better BPE merges."
+            )
+
+        def _token_iter():
+            for stream in all_streams:
+                shifted = (stream - min_token).astype(int)
+                # no clamp; must be >=0
+                yield "".join(chr(int(x)) for x in shifted)
+
+        # Train BPE
+        bpe = ByteLevelBPETokenizer()
+        alphabet = [chr(i) for i in range(token_range)]
+        trainer = BpeTrainer(
+            vocab_size=vocab_size,
+            min_frequency=2,
+            show_progress=True,
+            special_tokens=[],
+            initial_alphabet=alphabet,
+            max_token_length=10000,
+        )
+        bpe._tokenizer.train_from_iterator(_token_iter(), trainer=trainer)
+
+        # infer T/D defaults if not provided
+        if time_horizon is None:
+            time_horizon = int(action_data[0].shape[0])
+        if action_dim is None:
+            action_dim = int(action_data[0].shape[1])
+
+        return cls(
+            PreTrainedTokenizerFast(tokenizer_object=bpe, clean_up_tokenization_spaces=False),
+            wavelet=wavelet,
+            level=level,
+            scale=scale,
+            min_token=min_token,
+            time_horizon=time_horizon,
+            action_dim=action_dim,
+        )

processor_config.json

@@ -0,0 +1,12 @@
+{
+  "action_dim": 6,
+  "auto_map": {
+    "AutoProcessor": "processing_action_tokenizer.WaveletActionProcessor"
+  },
+  "level": 2,
+  "min_token": -66,
+  "processor_class": "WaveletActionProcessor",
+  "scale": 10.0,
+  "time_horizon": 10,
+  "wavelet": "db1"
+}

special_tokens_map.json

@@ -0,0 +1 @@
+{}

tokenizer.json

@@ -0,0 +1,4291 @@
+{
+  "version": "1.0",
+  "truncation": null,
+  "padding": null,
+  "added_tokens": [],
+  "normalizer": null,
+  "pre_tokenizer": {
+    "type": "ByteLevel",
+    "add_prefix_space": false,
+    "trim_offsets": true,
+    "use_regex": true
+  },
+  "post_processor": {
+    "type": "ByteLevel",
+    "add_prefix_space": true,
+    "trim_offsets": false,
+    "use_regex": true
+  },
+  "decoder": {
+    "type": "ByteLevel",
+    "add_prefix_space": true,
+    "trim_offsets": true,
+    "use_regex": true
+  },
+  "model": {
+    "type": "BPE",
+    "dropout": null,
+    "unk_token": null,
+    "continuing_subword_prefix": null,
+    "end_of_word_suffix": null,
+    "fuse_unk": false,
+    "byte_fallback": false,
+    "ignore_merges": false,
+    "vocab": {
+      "\u0000": 0,
+      "\u0001": 1,
+      "\u0002": 2,
+      "\u0003": 3,
+      "\u0004": 4,
+      "\u0005": 5,
+      "\u0006": 6,
+      "\u0007": 7,
+      "\b": 8,
+      "\t": 9,
+      "\n": 10,
+      "\u000b": 11,
+      "\f": 12,
+      "\r": 13,
+      "\u000e": 14,
+      "\u000f": 15,
+      "\u0010": 16,
+      "\u0011": 17,
+      "\u0012": 18,
+      "\u0013": 19,
+      "\u0014": 20,
+      "\u0015": 21,
+      "\u0016": 22,
+      "\u0017": 23,
+      "\u0018": 24,
+      "\u0019": 25,
+      "\u001a": 26,
+      "\u001b": 27,
+      "\u001c": 28,
+      "\u001d": 29,
+      "\u001e": 30,
+      "\u001f": 31,
+      " ": 32,
+      "!": 33,
+      "\"": 34,
+      "#": 35,
+      "$": 36,
+      "%": 37,
+      "&": 38,
+      "'": 39,
+      "(": 40,
+      ")": 41,
+      "*": 42,
+      "+": 43,
+      ",": 44,
+      "-": 45,
+      ".": 46,
+      "/": 47,
+      "0": 48,
+      "1": 49,
+      "2": 50,
+      "3": 51,
+      "4": 52,
+      "5": 53,
+      "6": 54,
+      "7": 55,
+      "8": 56,
+      "9": 57,
+      ":": 58,
+      ";": 59,
+      "<": 60,
+      "=": 61,
+      ">": 62,
+      "?": 63,
+      "@": 64,
+      "A": 65,
+      "B": 66,
+      "C": 67,
+      "D": 68,
+      "E": 69,
+      "F": 70,
+      "G": 71,
+      "H": 72,
+      "I": 73,
+      "J": 74,
+      "K": 75,
+      "L": 76,
+      "M": 77,
+      "N": 78,
+      "O": 79,
+      "P": 80,
+      "Q": 81,
+      "R": 82,
+      "S": 83,
+      "T": 84,
+      "U": 85,
+      "V": 86,
+      "W": 87,
+      "X": 88,
+      "Y": 89,
+      "Z": 90,
+      "[": 91,
+      "\\": 92,
+      "]": 93,
+      "^": 94,
+      "_": 95,
+      "`": 96,
+      "a": 97,
+      "b": 98,
+      "c": 99,
+      "d": 100,
+      "e": 101,
+      "f": 102,
+      "g": 103,
+      "h": 104,
+      "i": 105,
+      "j": 106,
+      "k": 107,
+      "l": 108,
+      "m": 109,
+      "n": 110,
+      "o": 111,
+      "p": 112,
+      "q": 113,
+      "r": 114,
+      "s": 115,
+      "t": 116,
+      "u": 117,
+      "v": 118,
+      "w": 119,
+      "x": 120,
+      "y": 121,
+      "z": 122,
+      "{": 123,
+      "|": 124,
+      "}": 125,
+      "~": 126,
+      "": 127,
+      "€": 128,
+      "": 129,
+      "‚": 130,
+      "ƒ": 131,
+      "„": 132,
+      "…": 133,
+      "†": 134,
+      "‡": 135,
+      "ˆ": 136,
+      "‰": 137,
+      "Š": 138,
+      "‹": 139,
+      "Œ": 140,
+      "": 141,
+      "Ž": 142,
+      "": 143,
+      "": 144,
+      "‘": 145,
+      "’": 146,
+      "“": 147,
+      "”": 148,
+      "•": 149,
+      "–": 150,
+      "—": 151,
+      "˜": 152,
+      "™": 153,
+      "š": 154,
+      "Â": 155,
+      "Ā": 156,
+      "ā": 157,
+      "Ă": 158,
+      "ă": 159,
+      "Ą": 160,
+      "ą": 161,
+      "Ć": 162,
+      "ć": 163,
+      "Ĉ": 164,
+      "ĉ": 165,
+      "Ċ": 166,
+      "ċ": 167,
+      "Č": 168,
+      "č": 169,
+      "Ď": 170,
+      "ď": 171,
+      "Đ": 172,
+      "đ": 173,
+      "Ē": 174,
+      "ē": 175,
+      "Ĕ": 176,
+      "ĕ": 177,
+      "Ė": 178,
+      "ė": 179,
+      "Ę": 180,
+      "ę": 181,
+      "Ě": 182,
+      "ě": 183,
+      "Ĝ": 184,
+      "ĝ": 185,
+      "Ğ": 186,
+      "ğ": 187,
+      "Ġ": 188,
+      "ġ": 189,
+      "Ģ": 190,
+      "ģ": 191,
+      "Ĥ": 192,
+      "ĥ": 193,
+      "Ħ": 194,
+      "ħ": 195,
+      "Ĩ": 196,
+      "ĩ": 197,
+      "Ī": 198,
+      "ī": 199,
+      "Ĭ": 200,
+      "ĭ": 201,
+      "Į": 202,
+      "į": 203,
+      "İ": 204,
+      "ı": 205,
+      "IJ": 206,
+      "ij": 207,
+      "Ĵ": 208,
+      "ĵ": 209,
+      "Ķ": 210,
+      "ķ": 211,
+      "ĸ": 212,
+      "Ĺ": 213,
+      "ĺ": 214,
+      "Ļ": 215,
+      "ļ": 216,
+      "BB": 217,
+      "BBBB": 218,
+      "BBBBBBBB": 219,
+      "BA": 220,
+      "BC": 221,
+      "BBC": 222,
+      "BBBBBBBBBBBBBBBB": 223,
+      "BBA": 224,
+      "BBBA": 225,
+      "BBBC": 226,
+      "CC": 227,
+      "CA": 228,
+      "AA": 229,
+      "BD": 230,
+      "CBBBB": 231,
+      "BBBBBBBBBBBB": 232,
+      "BBB": 233,
+      "AC": 234,
+      "BBBBBA": 235,
+      "@@": 236,
+      "?@": 237,
+      "BBBBBC": 238,
+      "BABA": 239,
+      "CBC": 240,
+      "ABBBB": 241,
+      "CD": 242,
+      "CBA": 243,
+      "AB": 244,
+      "AD": 245,
+      "ABA": 246,
+      "ABC": 247,
+      "CB": 248,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB": 249,
+      "BBD": 250,
+      "CBBA": 251,
+      "BCBC": 252,
+      "CBBBBBBBB": 253,
+      "BBBBBBBC": 254,
+      "BBBBBBBA": 255,
+      "BBBBBBC": 256,
+      "BE": 257,
+      "CBBC": 258,
+      ">@": 259,
+      "BBBBBBA": 260,
+      "DA": 261,
+      "@?": 262,
+      "ABBBBBBBB": 263,
+      "BBBBB": 264,
+      "ABBC": 265,
+      "BBBD": 266,
+      "AE": 267,
+      "CE": 268,
+      "=@": 269,
+      "BBBABA": 270,
+      "BCBA": 271,
+      "BBBBBBB": 272,
+      "CBBBC": 273,
+      "DD": 274,
+      "ACC": 275,
+      "CBB": 276,
+      "BBBBBBBBBA": 277,
+      "@>": 278,
+      "??": 279,
+      "ABBA": 280,
+      "BBBBBBBBBC": 281,
+      "CBBBBBC": 282,
+      "BBBBBBBBBBBC": 283,
+      "<@": 284,
+      "BAB": 285,
+      "BBBBBB": 286,
+      "BBBBA": 287,
+      ";@": 288,
+      "BBBBBBBBBBBA": 289,
+      "EA": 290,
+      "DC": 291,
+      "BBBBBBBBBBC": 292,
+      "BBBBBBBBBBA": 293,
+      "CBBBBBBBBBBBBBBBB": 294,
+      "AF": 295,
+      "@=": 296,
+      "ACA": 297,
+      ":@": 298,
+      "BBBCBC": 299,
+      "ABBBBBA": 300,
+      "BF": 301,
+      "BBABA": 302,
+      "CF": 303,
+      "BABC": 304,
+      "CBD": 305,
+      "CBBBA": 306,
+      "@<": 307,
+      "DB": 308,
+      "BBBCBA": 309,
+      "?>": 310,
+      "ABBBBBBBBBBBBBBBB": 311,
+      "DBC": 312,
+      "AG": 313,
+      "ABB": 314,
+      "CBBBBBBBBBBBB": 315,
+      "BBCBBA": 316,
+      "@;": 317,
+      "FA": 318,
+      "BBBABC": 319,
+      "BBCBC": 320,
+      "BBBBCC": 321,
+      "BBCBA": 322,
+      "BBBBBBBBB": 323,
+      "ABBBA": 324,
+      "YA": 325,
+      "@:": 326,
+      "CAB": 327,
+      "BBBBBBBBBBBBB": 328,
+      "ABD": 329,
+      "BCB": 330,
+      "ED": 331,
+      ">?": 332,
+      "GA": 333,
+      "?=": 334,
+      "BBBBBBBBBBBBBC": 335,
+      "BBBBCA": 336,
+      "ACBBBB": 337,
+      "CG": 338,
+      "BBBBBBBBBBBBBA": 339,
+      "HA": 340,
+      "DE": 341,
+      "CABA": 342,
+      "DBA": 343,
+      "BBBAB": 344,
+      "EC": 345,
+      "BBABC": 346,
+      "AH": 347,
+      "ACBC": 348,
+      "=?": 349,
+      "XBA": 350,
+      "BBBBAA": 351,
+      "EB": 352,
+      "BBCBBC": 353,
+      "AI": 354,
+      "BBBBBBBBBBB": 355,
+      "CBBB": 356,
+      "BG": 357,
+      "CCBA": 358,
+      "CBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB": 359,
+      "CCBC": 360,
+      "ABBBC": 361,
+      "BBBBBBBBBB": 362,
+      "<?": 363,
+      "IA": 364,
+      "BBBBBCBBBBBC": 365,
+      "BBBBBABBBBBA": 366,
+      "CH": 367,
+      "ABBBBBBBBBBBB": 368,
+      "YBA": 369,
+      "?<": 370,
+      "Âĥ": 371,
+      ">>": 372,
+      "AJ": 373,
+      "@*": 374,
+      "BBBCB": 375,
+      "BBBBBD": 376,
+      "BBAB": 377,
+      "BBABBC": 378,
+      "BBBCBBBBBC": 379,
+      "BBBABBBBBA": 380,
+      "EE": 381,
+      "BAD": 382,
+      "?;": 383,
+      "JA": 384,
+      "CI": 385,
+      "BBBBBBBBBBBBBBBBBC": 386,
+      "BBE": 387,
+      "AAB": 388,
+      "BABAB": 389,
+      "CABC": 390,
+      "FC": 391,
+      "CBBBBBBA": 392,
+      "AAC": 393,
+      "BBCBBBBBC": 394,
+      "DCC": 395,
+      "BBBBBBBBBBBBBBBBBA": 396,
+      ";?": 397,
+      "AK": 398,
+      ":?": 399,
+      ">=": 400,
+      "BDBC": 401,
+      "BBBBBBBBBBBBBBBBBBBB": 402,
+      "CCB": 403,
+      "FD": 404,
+      "BAA": 405,
+      "BBBBBBBBBBBBBB": 406,
+      "@/": 407,
+      "BH": 408,
+      "BCBBA": 409,
+      "BABABA": 410,
+      "AL": 411,
+      "ABBBBBBC": 412,
+      "CBBBBCC": 413,
+      "ACBA": 414,
+      "DF": 415,
+      "KA": 416,
+      "EBC": 417,
+      "BBABBA": 418,
+      "CBBD": 419,
+      "CJ": 420,
+      "AABA": 421,
+      "?:": 422,
+      "CBBBBBBC": 423,
+      "CBBABA": 424,
+      "BBBBBBBBBBBBBBBC": 425,
+      "ACB": 426,
+      "BBCB": 427,
+      "=>": 428,
+      "GC": 429,
+      "BCBBBC": 430,
+      "AAD": 431,
+      "LA": 432,
+      "AABC": 433,
+      "BBBBBBBBBBBBBBBBBBB": 434,
+      "FB": 435,
+      "BBABBBBBA": 436,
+      "@.": 437,
+      "<>": 438,
+      "DCA": 439,
+      "ABBB": 440,
+      "==": 441,
+      "BDB": 442,
+      "BBBBBBBBBBBBBBBA": 443,
+      "CBBBBBBBC": 444,
+      "HC": 445,
+      "CAA": 446,
+      "BBBBBBBBBBBBBBBBBBBBBBBB": 447,
+      "AM": 448,
+      "CK": 449,
+      "DBB": 450,
+      "BI": 451,
+      "BABBC": 452,
+      "DBD": 453,
+      "BBBBBBBBBBBBBBBBBBBBBBBC": 454,
+      "BBBBBBBBBBBBBBC": 455,
+      "BAC": 456,
+      "ABABA": 457,
+      "EF": 458,
+      "@@@": 459,
+      "<=": 460,
+      "ABBBBBBBC": 461,
+      "CABBBA": 462,
+      "CBCBC": 463,
+      "BBBBBBBBBBBBBBBBBBBBBBBA": 464,
+      "ABBD": 465,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB": 466,
+      "BABBBA": 467,
+      "BBBBAC": 468,
+      "DBBA": 469,
+      "AN": 470,
+      ";>": 471,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB": 472,
+      "IC": 473,
+      "DAA": 474,
+      "BBBBCBBBB": 475,
+      "BBBBBBBBBBBBBBA": 476,
+      "@-": 477,
+      "><": 478,
+      "BBCBB": 479,
+      "ABBBBCA": 480,
+      "BJ": 481,
+      "MA": 482,
+      "BCBBBA": 483,
+      "EBA": 484,
+      "BBBBC": 485,
+      "DG": 486,
+      ">;": 487,
+      "CL": 488,
+      "@,": 489,
+      "CBBBBBBBA": 490,
+      "CABBC": 491,
+      "ABBBBBBBA": 492,
+      "CCBBBC": 493,
+      "AO": 494,
+      "?@@": 495,
+      "=<": 496,
+      "BBBBBBD": 497,
+      "CAD": 498,
+      "CBCBBA": 499,
+      "ABBBBBBA": 500,
+      "FE": 501,
+      "ACBBA": 502,
+      "ACD": 503,
+      ":>": 504,
+      "BCBBC": 505,
+      "BK": 506,
+      "ACBBBC": 507,
+      "NA": 508,
+      "BCBBBBBC": 509,
+      "@+": 510,
+      "JC": 511,
+      ";=": 512,
+      "GD": 513,
+      "CBBBBBBBBBBA": 514,
+      "CCD": 515,
+      "BBBBBBBBBBBBBBBBBB": 516,
+      "<<": 517,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB": 518,
+      "CCBBC": 519,
+      "XCA": 520,
+      "BCD": 521,
+      "BABBBBBA": 522,
+      "KC": 523,
+      "ABBBBAA": 524,
+      ">:": 525,
+      "LC": 526,
+      "CCBBA": 527,
+      "BDBA": 528,
+      "ABAB": 529,
+      "GB": 530,
+      "BBBBBBBBBBBBBBB": 531,
+      "=;": 532,
+      "BBBBD": 533,
+      "BCC": 534,
+      "CCBBBA": 535,
+      "<;": 536,
+      "AP": 537,
+      "=:": 538,
+      "CX": 539,
+      "CBBCBA": 540,
+      "AQ": 541,
+      "BBBBBBBBBBBBBBBBBBBBBBBBB": 542,
+      "CM": 543,
+      "HB": 544,
+      "CCC": 545,
+      "CBE": 546,
+      "/@": 547,
+      "BBCBBBBBBBB": 548,
+      "BACA": 549,
+      "BL": 550,
+      "CBCB": 551,
+      "<:": 552,
+      "CBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB": 553,
+      "BDD": 554,
+      "ABBBBB": 555,
+      "CBBBBBB": 556,
+      "Âĥ?@": 557,
+      "]@": 558,
+      "BBBBBAB": 559,
+      "XDA": 560,
+      "ABBBBBB": 561,
+      "ABE": 562,
+      "BABBB": 563,
+      "BCBCBC": 564,
+      ":=": 565,
+      "OA": 566,
+      "BBCCA": 567,
+      "BCBB": 568,
+      "@@?": 569,
+      "DBBBB": 570,
+      "BABBA": 571,
+      "FF": 572,
+      "HD": 573,
+      "CAC": 574,
+      ".@": 575,
+      "AR": 576,
+      "CV": 577,
+      "CBBBBBBB": 578,
+      "BBBBBBBBBABA": 579,
+      "CBBAB": 580,
+      "BM": 581,
+      "BBBBBCB": 582,
+      "CQ": 583,
+      "EG": 584,
+      "BBBBBBBBBBBBBBBBB": 585,
+      "ABBBBBBB": 586,
+      "CBBBBBBBBBBBC": 587,
+      "DBBBBBBBB": 588,
+      "ACBD": 589,
+      "?/": 590,
+      "CN": 591,
+      "CP": 592,
+      "CU": 593,
+      "BBBBBBBD": 594,
+      "CBABC": 595,
+      "BBBBCBBBBBC": 596,
+      "CBCBA": 597,
+      "CBBBBBBBBBBC": 598,
+      "XB": 599,
+      "CW": 600,
+      "AAA": 601,
+      ";<": 602,
+      "CR": 603,
+      "BCCA": 604,
+      "CBCBBBC": 605,
+      "99": 606,
+      "BBBBBBBBBBBBBBBBBBBBBC": 607,
+      "AS": 608,
+      "ECC": 609,
+      "BBBABABBBA": 610,
+      "BDC": 611,
+      "ADC": 612,
+      "?@?": 613,
+      "DH": 614,
+      "IB": 615,
+      ":<": 616,
+      "CS": 617,
+      "GE": 618,
+      "98": 619,
+      "CY": 620,
+      "CBBBBAC": 621,
+      ";;": 622,
+      "BABABABA": 623,
+      "CT": 624,
+      "?*": 625,
+      "CBBBBA": 626,
+      "AT": 627,
+      "BBBBABBBBBA": 628,
+      "BBBBBBBBCC": 629,
+      "ABABBBA": 630,
+      "BBBCCA": 631,
+      "CO": 632,
+      "BBBE": 633,
+      "ABBCBC": 634,
+      "DBBC": 635,
+      "CBBBD": 636,
+      "BBBBBBABA": 637,
+      "ABCBA": 638,
+      "DAC": 639,
+      ";:": 640,
+      "-@": 641,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBC": 642,
+      "WBA": 643,
+      "CBBBBBBBBBA": 644,
+      "CBBBBBBBBBC": 645,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBBBB": 646,
+      "BBBBBBBBBBBBBBBBBBBA": 647,
+      "89": 648,
+      "CCCA": 649,
+      "CBBABC": 650,
+      "JB": 651,
+      "BBBBBBBBBBBBBBBBBBBBBA": 652,
+      "@?@": 653,
+      "BBBBBBBBBBBBBBBBBBBC": 654,
+      "YAA": 655,
+      "79": 656,
+      "BBCCC": 657,
+      "::": 658,
+      "ID": 659,
+      "BABABBBA": 660,
+      "BAE": 661,
+      "ABBBBBBBBBBA": 662,
+      "BBBBBBBBBCBA": 663,
+      "AABBBA": 664,
+      "XEA": 665,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBA": 666,
+      "FG": 667,
+      "BBBBBBBBCA": 668,
+      "ABBBBBBBBBBBA": 669,
+      "CDBC": 670,
+      "BBCAA": 671,
+      "CCBBBB": 672,
+      "BBBBBBBBBCBBBBBC": 673,
+      "CCBD": 674,
+      "PA": 675,
+      "BBBBBBBABA": 676,
+      "DAD": 677,
+      "BBCBBBB": 678,
+      "BBABB": 679,
+      "BBBBBBCBC": 680,
+      "AAE": 681,
+      "88": 682,
+      "CBBBBB": 683,
+      "DI": 684,
+      "DAB": 685,
+      "CCA": 686,
+      "DBBBC": 687,
+      ">@@": 688,
+      "CBBCBC": 689,
+      "ABBCBA": 690,
+      "BBBABAB": 691,
+      "BCBCB": 692,
+      "DCD": 693,
+      "CBAB": 694,
+      "BBCBBBC": 695,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB": 696,
+      "CBABA": 697,
+      ":;": 698,
+      "?.": 699,
+      "69": 700,
+      "BBBBBBCBBBBBC": 701,
+      "GF": 702,
+      "EH": 703,
+      "QA": 704,
+      "BCAA": 705,
+      "*@": 706,
+      "BN": 707,
+      "MC": 708,
+      "BBBBBBBBBBBABBBBBA": 709,
+      "BBBBBBBBBABBBBBA": 710,
+      "?@>": 711,
+      "78": 712,
+      "CDB": 713,
+      "BBBBBBBBBBBCBBBBBC": 714,
+      "WB": 715,
+      "AACA": 716,
+      "VA": 717,
+      "CBBBCBC": 718,
+      "BBBBBBBBABA": 719,
+      "BBCABA": 720,
+      "BBBBBBBCBBBBBC": 721,
+      "ABBBBBBBBBBC": 722,
+      "EBD": 723,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBB": 724,
+      "CCCC": 725,
+      "XFA": 726,
+      "KB": 727,
+      "?@:": 728,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB": 729,
+      "?@=": 730,
+      "BBBBBBBCBA": 731,
+      "ABCBBA": 732,
+      "BBF": 733,
+      "ABBBBBBBBBA": 734,
+      "SA": 735,
+      "ABBBABA": 736,
+      "BBBBBBBBBCBC": 737,
+      "CCBBB": 738,
+      "ABBCBBA": 739,
+      "BBBBBBBBAA": 740,
+      "BCBBB": 741,
+      "?-": 742,
+      "JD": 743,
+      "RA": 744,
+      "CBABBA": 745,
+      "BBBBBBBBBBBBBBBBBBA": 746,
+      "ACBB": 747,
+      "KD": 748,
+      "AEC": 749,
+      "ADB": 750,
+      "CBABBC": 751,
+      ">*": 752,
+      "BCA": 753,
+      "CABABA": 754,
+      "ABCBBBA": 755,
+      ",@": 756,
+      "BBBBBBBBABBBBBA": 757,
+      "LB": 758,
+      "IE": 759,
+      "97": 760,
+      "AABBA": 761,
+      "HE": 762,
+      "WA": 763,
+      "CBBABBC": 764,
+      "CBCBBC": 765,
+      "96": 766,
+      "87": 767,
+      "UA": 768,
+      "FH": 769,
+      "DJ": 770,
+      "?@<": 771,
+      "MB": 772,
+      "+@": 773,
+      "DBE": 774,
+      "ACBBBA": 775,
+      "CABBA": 776,
+      "BBBBBBBABBBBBA": 777,
+      "?@;": 778,
+      "CAAA": 779,
+      "BBBCBCBBBC": 780,
+      "CCAA": 781,
+      "EAA": 782,
+      "XA": 783,
+      "BCBD": 784,
+      "=@@": 785,
+      "68": 786,
+      "DCB": 787,
+      "BBBBABA": 788,
+      "??@": 789,
+      "BBBBBBAB": 790,
+      "BO": 791,
+      "59": 792,
+      "BAAA": 793,
+      "BBBBABBBB": 794,
+      "ACBBC": 795,
+      "CBBCB": 796,
+      "CACC": 797,
+      "BCBBBBBBBB": 798,
+      "ABCB": 799,
+      "BQ": 800,
+      "HF": 801,
+      "BBBBBBBBBBBBBBBBBBC": 802,
+      "BBBCBBA": 803,
+      "CBBBBABBBBBA": 804,
+      "49": 805,
+      "BBBBCBC": 806,
+      "GG": 807,
+      "BCCC": 808,
+      "BBBBBBABBBBBA": 809,
+      "BBBBBBBBCBA": 810,
+      "=*": 811,
+      "58": 812,
+      "BACC": 813,
+      "CACA": 814,
+      "NC": 815,
+      "@??": 816,
+      "76": 817,
+      "BBBCC": 818,
+      "DK": 819,
+      "CBBBBACBBBB": 820,
+      "?,": 821,
+      "IF": 822,
+      "CCBB": 823,
+      "BBBBBBBBBBBBBBBBBBBBBBC": 824,
+      "CDD": 825,
+      "BBBBCBA": 826,
+      "CBBBBBA": 827,
+      "?+": 828,
+      "ABCBB": 829,
+      "BBBBBBBBBBCBBBBBC": 830,
+      "BP": 831,
+      "77": 832,
+      "BBBABD": 833,
+      "FBA": 834,
+      "BBBBABBBBBBBB": 835,
+      "DL": 836,
+      "GH": 837,
+      "86": 838,
+      "FI": 839,
+      "@@>": 840,
+      "YCA": 841,
+      "BBBBBBBBBBABBBBBA": 842,
+      "EI": 843,
+      "BBBBCBBBBBBBB": 844,
+      "BBBBBBBBCBBBBBC": 845,
+      "BBBCCC": 846,
+      "ACE": 847,
+      "BBBDBC": 848,
+      "BBBBBBBBBBBBBBBBBBBBBBB": 849,
+      "FBC": 850,
+      "ABBABA": 851,
+      "JE": 852,
+      "BDBD": 853,
+      "BBBBBBBBABC": 854,
+      "ABBCB": 855,
+      "BBAA": 856,
+      "/?": 857,
+      "HG": 858,
+      "39": 859,
+      "EK": 860,
+      "TA": 861,
+      "CBBBBBBABA": 862,
+      "OC": 863,
+      "BABBBC": 864,
+      "BBBBBBBBBBBBBBBBBBBBB": 865,
+      "<*": 866,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB": 867,
+      "EBB": 868,
+      "ZBA": 869,
+      "BBBABBBA": 870,
+      "BBBBABC": 871,
+      "ACBCBC": 872,
+      "BBBCBD": 873,
+      "BEB": 874,
+      "DCBA": 875,
+      "BBBBBBBBCBC": 876,
+      "BBBBBABA": 877,
+      "BBDBC": 878,
+      "ECA": 879,
+      ";@@": 880,
+      "=/": 881,
+      "XAA": 882,
+      "BBCA": 883,
+      "AFC": 884,
+      "NB": 885,
+      "BBBBCB": 886,
+      "EJ": 887,
+      "BDCC": 888,
+      ">/": 889,
+      "IG": 890,
+      "BBBAA": 891,
+      "CBABB": 892,
+      "XGA": 893,
+      "Âģ": 894,
+      "LD": 895,
+      "BABB": 896,
+      "CABBB": 897,
+      "BAF": 898,
+      "CABB": 899,
+      "57": 900,
+      "ADD": 901,
+      "HH": 902,
+      "CDC": 903,
+      "ABF": 904,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB": 905,
+      "YB": 906,
+      "ÂĢ": 907,
+      "AACC": 908,
+      "DBBBBBC": 909,
+      "ABBBBBBBBBC": 910,
+      "48": 911,
+      "BBBAAA": 912,
+      "AGC": 913,
+      "67": 914,
+      "BBACC": 915,
+      "ABABBC": 916,
+      "BBBABBB": 917,
+      "IY": 918,
+      "BR": 919,
+      "BCBCBBBC": 920,
+      "CZ": 921,
+      "CBBBBBCBBBBBC": 922,
+      "ACBBB": 923,
+      "95": 924,
+      "BBBBBBBBBABC": 925,
+      "BBBABABBB": 926,
+      "AABBBC": 927,
+      "ÂĤ": 928,
+      "CABD": 929,
+      "FJ": 930,
+      "@@=": 931,
+      "OB": 932,
+      "ADBC": 933,
+      "BABD": 934,
+      ")@": 935,
+      "BBBBBBBAB": 936,
+      "BBBABBC": 937,
+      "CAE": 938,
+      "KF": 939,
+      "BBBBCBBBBBBBBBBBBBBBB": 940,
+      "CCBBBBBC": 941,
+      "GY": 942,
+      "HY": 943,
+      "KE": 944,
+      ">@?": 945,
+      "BS": 946,
+      "DM": 947,
+      "BBBBBBBBA": 948,
+      "ABABC": 949,
+      "GI": 950,
+      "PC": 951,
+      ".?": 952,
+      "BDBBA": 953,
+      "BBBBABB": 954,
+      "QC": 955,
+      "YDA": 956,
+      "BDA": 957,
+      "BCBABC": 958,
+      "BBBBAD": 959,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB": 960,
+      "DABA": 961,
+      "FY": 962,
+      "ABBAB": 963,
+      "47": 964,
+      "ND": 965,
+      "93": 966,
+      "BBAAA": 967,
+      "DBBBBBBA": 968,
+      "BBCAB": 969,
+      ">@>": 970,
+      "BBBBAB": 971,
+      "GJ": 972,
+      "BBBBBBBBCBBBB": 973,
+      "BBBBBBBBBBBBBBBBBBBBBB": 974,
+      "BBBCBBB": 975,
+      "BBBACA": 976,
+      "AW": 977,
+      "FW": 978,
+      "BBDB": 979,
+      "MD": 980,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB": 981,
+      "CBCBB": 982,
+      "66": 983,
+      "85": 984,
+      "BBBACC": 985,
+      "BBBBCBBA": 986,
+      "BBCD": 987,
+      "75": 988,
+      "BBBBBBBCBC": 989,
+      "BBBBBBBBBBBBBBBBBBBBBBBBBBBC": 990,
+      "BBBBBABB": 991,
+      ">@=": 992,
+      "<@@": 993,
+      "EAC": 994,
+      "BCBAB": 995,
+      "@>?": 996,
+      "84": 997,
+      ";*": 998,
+      "BBBBBBBBABBC": 999,
+      "CCAD": 1000,
+      "ABABBA": 1001,
+      "CBBCBBC": 1002,
+      "EY": 1003,
+      "BBBBCBBBBBBBBBBBB": 1004,
+      "BBBBBBBBCBBA": 1005,
+      "CABAB": 1006,
+      "AABBB": 1007,
+      "(@": 1008,
+      "?[": 1009,
+      "AU": 1010,
+      "EL": 1011,
+      "BBBBCD": 1012,
+      "ABBBBA": 1013,
+      "BBCCBA": 1014,
+      "EAD": 1015,
+      "CACBC": 1016,
+      "BY": 1017,
+      "BBAD": 1018,
+      "BAAC": 1019,
+      "ECD": 1020,
+      "BBBBBBBBBBBBBBBBBCBBBBBC": 1021,
+      "FX": 1022,
+      "BBBABB": 1023
+    },
+    "merges": [
+      [
+        "B",
+        "B"
+      ],
+      [
+        "BB",
+        "BB"
+      ],
+      [
+        "BBBB",
+        "BBBB"
+      ],
+      [
+        "B",
+        "A"
+      ],
+      [
+        "B",
+        "C"
+      ],
+      [
+        "BB",
+        "C"
+      ],
+      [
+        "BBBBBBBB",
+        "BBBBBBBB"
+      ],
+      [
+        "BB",
+        "A"
+      ],
+      [
+        "BB",
+        "BA"
+      ],
+      [
+        "BB",
+        "BC"
+      ],
+      [
+        "C",
+        "C"
+      ],
+      [
+        "C",
+        "A"
+      ],
+      [
+        "A",
+        "A"
+      ],
+      [
+        "B",
+        "D"
+      ],
+      [
+        "C",
+        "BBBB"
+      ],
+      [
+        "BBBBBBBB",
+        "BBBB"
+      ],
+      [
+        "BB",
+        "B"
+      ],
+      [
+        "A",
+        "C"
+      ],
+      [
+        "BBBB",
+        "BA"
+      ],
+      [
+        "@",
+        "@"
+      ],
+      [
+        "?",
+        "@"
+      ],
+      [
+        "BBBB",
+        "BC"
+      ],
+      [
+        "BA",
+        "BA"
+      ],
+      [
+        "C",
+        "BC"
+      ],
+      [
+        "A",
+        "BBBB"
+      ],
+      [
+        "C",
+        "D"
+      ],
+      [
+        "C",
+        "BA"
+      ],
+      [
+        "A",
+        "B"
+      ],
+      [
+        "A",
+        "D"
+      ],
+      [
+        "A",
+        "BA"
+      ],
+      [
+        "A",
+        "BC"
+      ],
+      [
+        "C",
+        "B"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBBBBBBBBBBBB"
+      ],
+      [
+        "BB",
+        "D"
+      ],
+      [
+        "C",
+        "BBA"
+      ],
+      [
+        "BC",
+        "BC"
+      ],
+      [
+        "C",
+        "BBBBBBBB"
+      ],
+      [
+        "BBBB",
+        "BBBC"
+      ],
+      [
+        "BBBB",
+        "BBBA"
+      ],
+      [
+        "BBBB",
+        "BBC"
+      ],
+      [
+        "B",
+        "E"
+      ],
+      [
+        "C",
+        "BBC"
+      ],
+      [
+        ">",
+        "@"
+      ],
+      [
+        "BBBB",
+        "BBA"
+      ],
+      [
+        "D",
+        "A"
+      ],
+      [
+        "@",
+        "?"
+      ],
+      [
+        "A",
+        "BBBBBBBB"
+      ],
+      [
+        "BBBB",
+        "B"
+      ],
+      [
+        "A",
+        "BBC"
+      ],
+      [
+        "BB",
+        "BD"
+      ],
+      [
+        "A",
+        "E"
+      ],
+      [
+        "C",
+        "E"
+      ],
+      [
+        "=",
+        "@"
+      ],
+      [
+        "BBBA",
+        "BA"
+      ],
+      [
+        "BC",
+        "BA"
+      ],
+      [
+        "BBBB",
+        "BBB"
+      ],
+      [
+        "C",
+        "BBBC"
+      ],
+      [
+        "D",
+        "D"
+      ],
+      [
+        "A",
+        "CC"
+      ],
+      [
+        "C",
+        "BB"
+      ],
+      [
+        "BBBBBBBB",
+        "BA"
+      ],
+      [
+        "@",
+        ">"
+      ],
+      [
+        "?",
+        "?"
+      ],
+      [
+        "A",
+        "BBA"
+      ],
+      [
+        "BBBBBBBB",
+        "BC"
+      ],
+      [
+        "CBBBB",
+        "BC"
+      ],
+      [
+        "BBBBBBBB",
+        "BBBC"
+      ],
+      [
+        "<",
+        "@"
+      ],
+      [
+        "BA",
+        "B"
+      ],
+      [
+        "BBBB",
+        "BB"
+      ],
+      [
+        "BBBB",
+        "A"
+      ],
+      [
+        ";",
+        "@"
+      ],
+      [
+        "BBBBBBBB",
+        "BBBA"
+      ],
+      [
+        "E",
+        "A"
+      ],
+      [
+        "D",
+        "C"
+      ],
+      [
+        "BBBBBBBB",
+        "BBC"
+      ],
+      [
+        "BBBBBBBB",
+        "BBA"
+      ],
+      [
+        "C",
+        "BBBBBBBBBBBBBBBB"
+      ],
+      [
+        "A",
+        "F"
+      ],
+      [
+        "@",
+        "="
+      ],
+      [
+        "A",
+        "CA"
+      ],
+      [
+        ":",
+        "@"
+      ],
+      [
+        "BBBC",
+        "BC"
+      ],
+      [
+        "A",
+        "BBBBBA"
+      ],
+      [
+        "B",
+        "F"
+      ],
+      [
+        "BBA",
+        "BA"
+      ],
+      [
+        "C",
+        "F"
+      ],
+      [
+        "BA",
+        "BC"
+      ],
+      [
+        "C",
+        "BD"
+      ],
+      [
+        "C",
+        "BBBA"
+      ],
+      [
+        "@",
+        "<"
+      ],
+      [
+        "D",
+        "B"
+      ],
+      [
+        "BBBC",
+        "BA"
+      ],
+      [
+        "?",
+        ">"
+      ],
+      [
+        "A",
+        "BBBBBBBBBBBBBBBB"
+      ],
+      [
+        "D",
+        "BC"
+      ],
+      [
+        "A",
+        "G"
+      ],
+      [
+        "A",
+        "BB"
+      ],
+      [
+        "C",
+        "BBBBBBBBBBBB"
+      ],
+      [
+        "BBC",
+        "BBA"
+      ],
+      [
+        "@",
+        ";"
+      ],
+      [
+        "F",
+        "A"
+      ],
+      [
+        "BBBA",
+        "BC"
+      ],
+      [
+        "BBC",
+        "BC"
+      ],
+      [
+        "BBBB",
+        "CC"
+      ],
+      [
+        "BBC",
+        "BA"
+      ],
+      [
+        "BBBBBBBB",
+        "B"
+      ],
+      [
+        "A",
+        "BBBA"
+      ],
+      [
+        "Y",
+        "A"
+      ],
+      [
+        "@",
+        ":"
+      ],
+      [
+        "CA",
+        "B"
+      ],
+      [
+        "BBBBBBBBBBBB",
+        "B"
+      ],
+      [
+        "A",
+        "BD"
+      ],
+      [
+        "BC",
+        "B"
+      ],
+      [
+        "E",
+        "D"
+      ],
+      [
+        ">",
+        "?"
+      ],
+      [
+        "G",
+        "A"
+      ],
+      [
+        "?",
+        "="
+      ],
+      [
+        "BBBBBBBBBBBB",
+        "BC"
+      ],
+      [
+        "BBBB",
+        "CA"
+      ],
+      [
+        "A",
+        "CBBBB"
+      ],
+      [
+        "C",
+        "G"
+      ],
+      [
+        "BBBBBBBBBBBB",
+        "BA"
+      ],
+      [
+        "H",
+        "A"
+      ],
+      [
+        "D",
+        "E"
+      ],
+      [
+        "CA",
+        "BA"
+      ],
+      [
+        "D",
+        "BA"
+      ],
+      [
+        "BBBA",
+        "B"
+      ],
+      [
+        "E",
+        "C"
+      ],
+      [
+        "BBA",
+        "BC"
+      ],
+      [
+        "A",
+        "H"
+      ],
+      [
+        "AC",
+        "BC"
+      ],
+      [
+        "=",
+        "?"
+      ],
+      [
+        "X",
+        "BA"
+      ],
+      [
+        "BBBB",
+        "AA"
+      ],
+      [
+        "E",
+        "B"
+      ],
+      [
+        "BBC",
+        "BBC"
+      ],
+      [
+        "A",
+        "I"
+      ],
+      [
+        "BBBBBBBB",
+        "BBB"
+      ],
+      [
+        "C",
+        "BBB"
+      ],
+      [
+        "B",
+        "G"
+      ],
+      [
+        "CC",
+        "BA"
+      ],
+      [
+        "C",
+        "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB"
+      ],
+      [
+        "CC",
+        "BC"
+      ],
+      [
+        "A",
+        "BBBC"
+      ],
+      [
+        "BBBBBBBB",
+        "BB"
+      ],
+      [
+        "<",
+        "?"
+      ],
+      [
+        "I",
+        "A"
+      ],
+      [
+        "BBBBBC",
+        "BBBBBC"
+      ],
+      [
+        "BBBBBA",
+        "BBBBBA"
+      ],
+      [
+        "C",
+        "H"
+      ],
+      [
+        "A",
+        "BBBBBBBBBBBB"
+      ],
+      [
+        "Y",
+        "BA"
+      ],
+      [
+        "?",
+        "<"
+      ],
+      [
+        "Â",
+        "ĥ"
+      ],
+      [
+        ">",
+        ">"
+      ],
+      [
+        "A",
+        "J"
+      ],
+      [
+        "@",
+        "*"
+      ],
+      [
+        "BBBC",
+        "B"
+      ],
+      [
+        "BBBB",
+        "BD"
+      ],
+      [
+        "BBA",
+        "B"
+      ],
+      [
+        "BBA",
+        "BBC"
+      ],
+      [
+        "BBBC",
+        "BBBBBC"
+      ],
+      [
+        "BBBA",
+        "BBBBBA"
+      ],
+      [
+        "E",
+        "E"
+      ],
+      [
+        "BA",
+        "D"
+      ],
+      [
+        "?",
+        ";"
+      ],
+      [
+        "J",
+        "A"
+      ],
+      [
+        "C",
+        "I"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BC"
+      ],
+      [
+        "BB",
+        "E"
+      ],
+      [
+        "AA",
+        "B"
+      ],
+      [
+        "BABA",
+        "B"
+      ],
+      [
+        "CA",
+        "BC"
+      ],
+      [
+        "F",
+        "C"
+      ],
+      [
+        "CBBBB",
+        "BBA"
+      ],
+      [
+        "AA",
+        "C"
+      ],
+      [
+        "BBC",
+        "BBBBBC"
+      ],
+      [
+        "D",
+        "CC"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BA"
+      ],
+      [
+        ";",
+        "?"
+      ],
+      [
+        "A",
+        "K"
+      ],
+      [
+        ":",
+        "?"
+      ],
+      [
+        ">",
+        "="
+      ],
+      [
+        "BD",
+        "BC"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBB"
+      ],
+      [
+        "CC",
+        "B"
+      ],
+      [
+        "F",
+        "D"
+      ],
+      [
+        "BA",
+        "A"
+      ],
+      [
+        "BBBBBBBBBBBB",
+        "BB"
+      ],
+      [
+        "@",
+        "/"
+      ],
+      [
+        "B",
+        "H"
+      ],
+      [
+        "BC",
+        "BBA"
+      ],
+      [
+        "BABA",
+        "BA"
+      ],
+      [
+        "A",
+        "L"
+      ],
+      [
+        "ABBBB",
+        "BBC"
+      ],
+      [
+        "CBBBB",
+        "CC"
+      ],
+      [
+        "AC",
+        "BA"
+      ],
+      [
+        "D",
+        "F"
+      ],
+      [
+        "K",
+        "A"
+      ],
+      [
+        "E",
+        "BC"
+      ],
+      [
+        "BBA",
+        "BBA"
+      ],
+      [
+        "C",
+        "BBD"
+      ],
+      [
+        "C",
+        "J"
+      ],
+      [
+        "AA",
+        "BA"
+      ],
+      [
+        "?",
+        ":"
+      ],
+      [
+        "CBBBB",
+        "BBC"
+      ],
+      [
+        "CBBA",
+        "BA"
+      ],
+      [
+        "BBBBBBBBBBBB",
+        "BBBC"
+      ],
+      [
+        "AC",
+        "B"
+      ],
+      [
+        "BBC",
+        "B"
+      ],
+      [
+        "=",
+        ">"
+      ],
+      [
+        "G",
+        "C"
+      ],
+      [
+        "BC",
+        "BBBC"
+      ],
+      [
+        "AA",
+        "D"
+      ],
+      [
+        "L",
+        "A"
+      ],
+      [
+        "AA",
+        "BC"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBB"
+      ],
+      [
+        "F",
+        "B"
+      ],
+      [
+        "BBA",
+        "BBBBBA"
+      ],
+      [
+        "@",
+        "."
+      ],
+      [
+        "<",
+        ">"
+      ],
+      [
+        "D",
+        "CA"
+      ],
+      [
+        "A",
+        "BBB"
+      ],
+      [
+        "=",
+        "="
+      ],
+      [
+        "BD",
+        "B"
+      ],
+      [
+        "BBBBBBBBBBBB",
+        "BBBA"
+      ],
+      [
+        "CBBBB",
+        "BBBC"
+      ],
+      [
+        "H",
+        "C"
+      ],
+      [
+        "CA",
+        "A"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBBBB"
+      ],
+      [
+        "A",
+        "M"
+      ],
+      [
+        "C",
+        "K"
+      ],
+      [
+        "D",
+        "BB"
+      ],
+      [
+        "B",
+        "I"
+      ],
+      [
+        "BA",
+        "BBC"
+      ],
+      [
+        "D",
+        "BD"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBBBC"
+      ],
+      [
+        "BBBBBBBBBBBB",
+        "BBC"
+      ],
+      [
+        "BA",
+        "C"
+      ],
+      [
+        "A",
+        "BABA"
+      ],
+      [
+        "E",
+        "F"
+      ],
+      [
+        "@@",
+        "@"
+      ],
+      [
+        "<",
+        "="
+      ],
+      [
+        "ABBBB",
+        "BBBC"
+      ],
+      [
+        "CA",
+        "BBBA"
+      ],
+      [
+        "CBC",
+        "BC"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBBBA"
+      ],
+      [
+        "A",
+        "BBD"
+      ],
+      [
+        "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB",
+        "BBBBBBBBBBBBBBBB"
+      ],
+      [
+        "BA",
+        "BBBA"
+      ],
+      [
+        "BBBB",
+        "AC"
+      ],
+      [
+        "D",
+        "BBA"
+      ],
+      [
+        "A",
+        "N"
+      ],
+      [
+        ";",
+        ">"
+      ],
+      [
+        "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB",
+        "BBBBB"
+      ],
+      [
+        "I",
+        "C"
+      ],
+      [
+        "D",
+        "AA"
+      ],
+      [
+        "BBBB",
+        "CBBBB"
+      ],
+      [
+        "BBBBBBBBBBBB",
+        "BBA"
+      ],
+      [
+        "@",
+        "-"
+      ],
+      [
+        ">",
+        "<"
+      ],
+      [
+        "BBC",
+        "BB"
+      ],
+      [
+        "ABBBB",
+        "CA"
+      ],
+      [
+        "B",
+        "J"
+      ],
+      [
+        "M",
+        "A"
+      ],
+      [
+        "BC",
+        "BBBA"
+      ],
+      [
+        "E",
+        "BA"
+      ],
+      [
+        "BBBB",
+        "C"
+      ],
+      [
+        "D",
+        "G"
+      ],
+      [
+        ">",
+        ";"
+      ],
+      [
+        "C",
+        "L"
+      ],
+      [
+        "@",
+        ","
+      ],
+      [
+        "CBBBB",
+        "BBBA"
+      ],
+      [
+        "CA",
+        "BBC"
+      ],
+      [
+        "ABBBB",
+        "BBBA"
+      ],
+      [
+        "CC",
+        "BBBC"
+      ],
+      [
+        "A",
+        "O"
+      ],
+      [
+        "?",
+        "@@"
+      ],
+      [
+        "=",
+        "<"
+      ],
+      [
+        "BBBB",
+        "BBD"
+      ],
+      [
+        "CA",
+        "D"
+      ],
+      [
+        "CBC",
+        "BBA"
+      ],
+      [
+        "ABBBB",
+        "BBA"
+      ],
+      [
+        "F",
+        "E"
+      ],
+      [
+        "AC",
+        "BBA"
+      ],
+      [
+        "AC",
+        "D"
+      ],
+      [
+        ":",
+        ">"
+      ],
+      [
+        "BC",
+        "BBC"
+      ],
+      [
+        "B",
+        "K"
+      ],
+      [
+        "AC",
+        "BBBC"
+      ],
+      [
+        "N",
+        "A"
+      ],
+      [
+        "BC",
+        "BBBBBC"
+      ],
+      [
+        "@",
+        "+"
+      ],
+      [
+        "J",
+        "C"
+      ],
+      [
+        ";",
+        "="
+      ],
+      [
+        "G",
+        "D"
+      ],
+      [
+        "CBBBBBBBB",
+        "BBA"
+      ],
+      [
+        "CC",
+        "D"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BB"
+      ],
+      [
+        "<",
+        "<"
+      ],
+      [
+        "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB",
+        "BBBB"
+      ],
+      [
+        "CC",
+        "BBC"
+      ],
+      [
+        "X",
+        "CA"
+      ],
+      [
+        "BC",
+        "D"
+      ],
+      [
+        "BA",
+        "BBBBBA"
+      ],
+      [
+        "K",
+        "C"
+      ],
+      [
+        "ABBBB",
+        "AA"
+      ],
+      [
+        ">",
+        ":"
+      ],
+      [
+        "L",
+        "C"
+      ],
+      [
+        "CC",
+        "BBA"
+      ],
+      [
+        "BD",
+        "BA"
+      ],
+      [
+        "ABA",
+        "B"
+      ],
+      [
+        "G",
+        "B"
+      ],
+      [
+        "BBBBBBBBBBBB",
+        "BBB"
+      ],
+      [
+        "=",
+        ";"
+      ],
+      [
+        "BBBB",
+        "D"
+      ],
+      [
+        "BC",
+        "C"
+      ],
+      [
+        "CC",
+        "BBBA"
+      ],
+      [
+        "<",
+        ";"
+      ],
+      [
+        "A",
+        "P"
+      ],
+      [
+        "=",
+        ":"
+      ],
+      [
+        "C",
+        "X"
+      ],
+      [
+        "CBBC",
+        "BA"
+      ],
+      [
+        "A",
+        "Q"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBBBBB"
+      ],
+      [
+        "C",
+        "M"
+      ],
+      [
+        "H",
+        "B"
+      ],
+      [
+        "CC",
+        "C"
+      ],
+      [
+        "CB",
+        "E"
+      ],
+      [
+        "/",
+        "@"
+      ],
+      [
+        "BBC",
+        "BBBBBBBB"
+      ],
+      [
+        "BA",
+        "CA"
+      ],
+      [
+        "B",
+        "L"
+      ],
+      [
+        "CBC",
+        "B"
+      ],
+      [
+        "<",
+        ":"
+      ],
+      [
+        "CBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB",
+        "BBBBBBBBBBBBBBBB"
+      ],
+      [
+        "BD",
+        "D"
+      ],
+      [
+        "ABBBB",
+        "B"
+      ],
+      [
+        "CBBBB",
+        "BB"
+      ],
+      [
+        "Âĥ",
+        "?@"
+      ],
+      [
+        "]",
+        "@"
+      ],
+      [
+        "BBBBBA",
+        "B"
+      ],
+      [
+        "X",
+        "DA"
+      ],
+      [
+        "ABBBB",
+        "BB"
+      ],
+      [
+        "AB",
+        "E"
+      ],
+      [
+        "BA",
+        "BBB"
+      ],
+      [
+        "BCBC",
+        "BC"
+      ],
+      [
+        ":",
+        "="
+      ],
+      [
+        "O",
+        "A"
+      ],
+      [
+        "BBC",
+        "CA"
+      ],
+      [
+        "BC",
+        "BB"
+      ],
+      [
+        "@@",
+        "?"
+      ],
+      [
+        "D",
+        "BBBB"
+      ],
+      [
+        "BA",
+        "BBA"
+      ],
+      [
+        "F",
+        "F"
+      ],
+      [
+        "H",
+        "D"
+      ],
+      [
+        "CA",
+        "C"
+      ],
+      [
+        ".",
+        "@"
+      ],
+      [
+        "A",
+        "R"
+      ],
+      [
+        "C",
+        "V"
+      ],
+      [
+        "CBBBB",
+        "BBB"
+      ],
+      [
+        "BBBBBBBB",
+        "BABA"
+      ],
+      [
+        "CBBA",
+        "B"
+      ],
+      [
+        "B",
+        "M"
+      ],
+      [
+        "BBBBBC",
+        "B"
+      ],
+      [
+        "C",
+        "Q"
+      ],
+      [
+        "E",
+        "G"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "B"
+      ],
+      [
+        "ABBBB",
+        "BBB"
+      ],
+      [
+        "CBBBBBBBB",
+        "BBBC"
+      ],
+      [
+        "D",
+        "BBBBBBBB"
+      ],
+      [
+        "AC",
+        "BD"
+      ],
+      [
+        "?",
+        "/"
+      ],
+      [
+        "C",
+        "N"
+      ],
+      [
+        "C",
+        "P"
+      ],
+      [
+        "C",
+        "U"
+      ],
+      [
+        "BBBB",
+        "BBBD"
+      ],
+      [
+        "CBA",
+        "BC"
+      ],
+      [
+        "BBBB",
+        "CBBBBBC"
+      ],
+      [
+        "CBC",
+        "BA"
+      ],
+      [
+        "CBBBBBBBB",
+        "BBC"
+      ],
+      [
+        "X",
+        "B"
+      ],
+      [
+        "C",
+        "W"
+      ],
+      [
+        "AA",
+        "A"
+      ],
+      [
+        ";",
+        "<"
+      ],
+      [
+        "C",
+        "R"
+      ],
+      [
+        "BC",
+        "CA"
+      ],
+      [
+        "CBC",
+        "BBBC"
+      ],
+      [
+        "9",
+        "9"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBC"
+      ],
+      [
+        "A",
+        "S"
+      ],
+      [
+        "E",
+        "CC"
+      ],
+      [
+        "BBBABA",
+        "BBBA"
+      ],
+      [
+        "BD",
+        "C"
+      ],
+      [
+        "AD",
+        "C"
+      ],
+      [
+        "?@",
+        "?"
+      ],
+      [
+        "D",
+        "H"
+      ],
+      [
+        "I",
+        "B"
+      ],
+      [
+        ":",
+        "<"
+      ],
+      [
+        "C",
+        "S"
+      ],
+      [
+        "G",
+        "E"
+      ],
+      [
+        "9",
+        "8"
+      ],
+      [
+        "C",
+        "Y"
+      ],
+      [
+        "CBBBB",
+        "AC"
+      ],
+      [
+        ";",
+        ";"
+      ],
+      [
+        "BABA",
+        "BABA"
+      ],
+      [
+        "C",
+        "T"
+      ],
+      [
+        "?",
+        "*"
+      ],
+      [
+        "CBBBB",
+        "A"
+      ],
+      [
+        "A",
+        "T"
+      ],
+      [
+        "BBBBA",
+        "BBBBBA"
+      ],
+      [
+        "BBBBBBBB",
+        "CC"
+      ],
+      [
+        "ABA",
+        "BBBA"
+      ],
+      [
+        "BBBC",
+        "CA"
+      ],
+      [
+        "C",
+        "O"
+      ],
+      [
+        "BBB",
+        "E"
+      ],
+      [
+        "ABBC",
+        "BC"
+      ],
+      [
+        "D",
+        "BBC"
+      ],
+      [
+        "C",
+        "BBBD"
+      ],
+      [
+        "BBBBBBA",
+        "BA"
+      ],
+      [
+        "ABC",
+        "BA"
+      ],
+      [
+        "D",
+        "AC"
+      ],
+      [
+        ";",
+        ":"
+      ],
+      [
+        "-",
+        "@"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBBBBBBBBBC"
+      ],
+      [
+        "W",
+        "BA"
+      ],
+      [
+        "CBBBBBBBB",
+        "BA"
+      ],
+      [
+        "CBBBBBBBB",
+        "BC"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBBBBBBBB"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBA"
+      ],
+      [
+        "8",
+        "9"
+      ],
+      [
+        "CC",
+        "CA"
+      ],
+      [
+        "CBBA",
+        "BC"
+      ],
+      [
+        "J",
+        "B"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBA"
+      ],
+      [
+        "@",
+        "?@"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBC"
+      ],
+      [
+        "Y",
+        "AA"
+      ],
+      [
+        "7",
+        "9"
+      ],
+      [
+        "BBC",
+        "CC"
+      ],
+      [
+        ":",
+        ":"
+      ],
+      [
+        "I",
+        "D"
+      ],
+      [
+        "BABA",
+        "BBBA"
+      ],
+      [
+        "BA",
+        "E"
+      ],
+      [
+        "ABBBBBBBB",
+        "BBA"
+      ],
+      [
+        "BBBBBBBB",
+        "BCBA"
+      ],
+      [
+        "AA",
+        "BBBA"
+      ],
+      [
+        "X",
+        "EA"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBBBBBBBBBA"
+      ],
+      [
+        "F",
+        "G"
+      ],
+      [
+        "BBBBBBBB",
+        "CA"
+      ],
+      [
+        "ABBBBBBBB",
+        "BBBA"
+      ],
+      [
+        "CD",
+        "BC"
+      ],
+      [
+        "BBC",
+        "AA"
+      ],
+      [
+        "CC",
+        "BBBB"
+      ],
+      [
+        "BBBBBBBBBC",
+        "BBBBBC"
+      ],
+      [
+        "CC",
+        "BD"
+      ],
+      [
+        "P",
+        "A"
+      ],
+      [
+        "BBBBBBBA",
+        "BA"
+      ],
+      [
+        "D",
+        "AD"
+      ],
+      [
+        "BBC",
+        "BBBB"
+      ],
+      [
+        "BBA",
+        "BB"
+      ],
+      [
+        "BBBBBBC",
+        "BC"
+      ],
+      [
+        "AA",
+        "E"
+      ],
+      [
+        "8",
+        "8"
+      ],
+      [
+        "CBBBB",
+        "B"
+      ],
+      [
+        "D",
+        "I"
+      ],
+      [
+        "D",
+        "AB"
+      ],
+      [
+        "CC",
+        "A"
+      ],
+      [
+        "D",
+        "BBBC"
+      ],
+      [
+        ">",
+        "@@"
+      ],
+      [
+        "CBBC",
+        "BC"
+      ],
+      [
+        "ABBC",
+        "BA"
+      ],
+      [
+        "BBBABA",
+        "B"
+      ],
+      [
+        "BCBC",
+        "B"
+      ],
+      [
+        "D",
+        "CD"
+      ],
+      [
+        "CBA",
+        "B"
+      ],
+      [
+        "BBC",
+        "BBBC"
+      ],
+      [
+        "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB",
+        "BBBBBBB"
+      ],
+      [
+        "C",
+        "BABA"
+      ],
+      [
+        ":",
+        ";"
+      ],
+      [
+        "?",
+        "."
+      ],
+      [
+        "6",
+        "9"
+      ],
+      [
+        "BBBBBBC",
+        "BBBBBC"
+      ],
+      [
+        "G",
+        "F"
+      ],
+      [
+        "E",
+        "H"
+      ],
+      [
+        "Q",
+        "A"
+      ],
+      [
+        "BC",
+        "AA"
+      ],
+      [
+        "*",
+        "@"
+      ],
+      [
+        "B",
+        "N"
+      ],
+      [
+        "M",
+        "C"
+      ],
+      [
+        "BBBBBBBBBBBA",
+        "BBBBBA"
+      ],
+      [
+        "BBBBBBBBBA",
+        "BBBBBA"
+      ],
+      [
+        "?@",
+        ">"
+      ],
+      [
+        "7",
+        "8"
+      ],
+      [
+        "CD",
+        "B"
+      ],
+      [
+        "BBBBBBBBBBBC",
+        "BBBBBC"
+      ],
+      [
+        "W",
+        "B"
+      ],
+      [
+        "AA",
+        "CA"
+      ],
+      [
+        "V",
+        "A"
+      ],
+      [
+        "CBBBC",
+        "BC"
+      ],
+      [
+        "BBBBBBBB",
+        "ABA"
+      ],
+      [
+        "BBC",
+        "ABA"
+      ],
+      [
+        "BBBBBBBC",
+        "BBBBBC"
+      ],
+      [
+        "ABBBBBBBB",
+        "BBC"
+      ],
+      [
+        "E",
+        "BD"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBBBBBB"
+      ],
+      [
+        "CC",
+        "CC"
+      ],
+      [
+        "X",
+        "FA"
+      ],
+      [
+        "K",
+        "B"
+      ],
+      [
+        "?@",
+        ":"
+      ],
+      [
+        "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB",
+        "BBBBBB"
+      ],
+      [
+        "?@",
+        "="
+      ],
+      [
+        "BBBBBBBC",
+        "BA"
+      ],
+      [
+        "ABC",
+        "BBA"
+      ],
+      [
+        "BB",
+        "F"
+      ],
+      [
+        "ABBBBBBBB",
+        "BA"
+      ],
+      [
+        "S",
+        "A"
+      ],
+      [
+        "A",
+        "BBBABA"
+      ],
+      [
+        "BBBBBBBB",
+        "BCBC"
+      ],
+      [
+        "CC",
+        "BBB"
+      ],
+      [
+        "ABBC",
+        "BBA"
+      ],
+      [
+        "BBBBBBBB",
+        "AA"
+      ],
+      [
+        "BC",
+        "BBB"
+      ],
+      [
+        "?",
+        "-"
+      ],
+      [
+        "J",
+        "D"
+      ],
+      [
+        "R",
+        "A"
+      ],
+      [
+        "CBA",
+        "BBA"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBA"
+      ],
+      [
+        "AC",
+        "BB"
+      ],
+      [
+        "K",
+        "D"
+      ],
+      [
+        "AE",
+        "C"
+      ],
+      [
+        "AD",
+        "B"
+      ],
+      [
+        "CBA",
+        "BBC"
+      ],
+      [
+        ">",
+        "*"
+      ],
+      [
+        "BC",
+        "A"
+      ],
+      [
+        "CA",
+        "BABA"
+      ],
+      [
+        "ABC",
+        "BBBA"
+      ],
+      [
+        ",",
+        "@"
+      ],
+      [
+        "BBBBBBBB",
+        "ABBBBBA"
+      ],
+      [
+        "L",
+        "B"
+      ],
+      [
+        "I",
+        "E"
+      ],
+      [
+        "9",
+        "7"
+      ],
+      [
+        "AA",
+        "BBA"
+      ],
+      [
+        "H",
+        "E"
+      ],
+      [
+        "W",
+        "A"
+      ],
+      [
+        "CBBA",
+        "BBC"
+      ],
+      [
+        "CBC",
+        "BBC"
+      ],
+      [
+        "9",
+        "6"
+      ],
+      [
+        "8",
+        "7"
+      ],
+      [
+        "U",
+        "A"
+      ],
+      [
+        "F",
+        "H"
+      ],
+      [
+        "D",
+        "J"
+      ],
+      [
+        "?@",
+        "<"
+      ],
+      [
+        "M",
+        "B"
+      ],
+      [
+        "+",
+        "@"
+      ],
+      [
+        "D",
+        "BE"
+      ],
+      [
+        "AC",
+        "BBBA"
+      ],
+      [
+        "CA",
+        "BBA"
+      ],
+      [
+        "BBBBBBBA",
+        "BBBBBA"
+      ],
+      [
+        "?@",
+        ";"
+      ],
+      [
+        "CA",
+        "AA"
+      ],
+      [
+        "BBBCBC",
+        "BBBC"
+      ],
+      [
+        "CC",
+        "AA"
+      ],
+      [
+        "E",
+        "AA"
+      ],
+      [
+        "X",
+        "A"
+      ],
+      [
+        "BC",
+        "BD"
+      ],
+      [
+        "=",
+        "@@"
+      ],
+      [
+        "6",
+        "8"
+      ],
+      [
+        "D",
+        "CB"
+      ],
+      [
+        "BBBB",
+        "ABA"
+      ],
+      [
+        "?",
+        "?@"
+      ],
+      [
+        "BBBBBBA",
+        "B"
+      ],
+      [
+        "B",
+        "O"
+      ],
+      [
+        "5",
+        "9"
+      ],
+      [
+        "BA",
+        "AA"
+      ],
+      [
+        "BBBB",
+        "ABBBB"
+      ],
+      [
+        "AC",
+        "BBC"
+      ],
+      [
+        "CBBC",
+        "B"
+      ],
+      [
+        "CA",
+        "CC"
+      ],
+      [
+        "BC",
+        "BBBBBBBB"
+      ],
+      [
+        "ABC",
+        "B"
+      ],
+      [
+        "B",
+        "Q"
+      ],
+      [
+        "H",
+        "F"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBC"
+      ],
+      [
+        "BBBC",
+        "BBA"
+      ],
+      [
+        "CBBBB",
+        "ABBBBBA"
+      ],
+      [
+        "4",
+        "9"
+      ],
+      [
+        "BBBB",
+        "CBC"
+      ],
+      [
+        "G",
+        "G"
+      ],
+      [
+        "BC",
+        "CC"
+      ],
+      [
+        "BBBBBBA",
+        "BBBBBA"
+      ],
+      [
+        "BBBBBBBB",
+        "CBA"
+      ],
+      [
+        "=",
+        "*"
+      ],
+      [
+        "5",
+        "8"
+      ],
+      [
+        "BA",
+        "CC"
+      ],
+      [
+        "CA",
+        "CA"
+      ],
+      [
+        "N",
+        "C"
+      ],
+      [
+        "@?",
+        "?"
+      ],
+      [
+        "7",
+        "6"
+      ],
+      [
+        "BBBC",
+        "C"
+      ],
+      [
+        "D",
+        "K"
+      ],
+      [
+        "CBBBB",
+        "ACBBBB"
+      ],
+      [
+        "?",
+        ","
+      ],
+      [
+        "I",
+        "F"
+      ],
+      [
+        "CC",
+        "BB"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBBC"
+      ],
+      [
+        "CD",
+        "D"
+      ],
+      [
+        "BBBB",
+        "CBA"
+      ],
+      [
+        "CBBBB",
+        "BA"
+      ],
+      [
+        "?",
+        "+"
+      ],
+      [
+        "ABC",
+        "BB"
+      ],
+      [
+        "BBBBBBBBBBC",
+        "BBBBBC"
+      ],
+      [
+        "B",
+        "P"
+      ],
+      [
+        "7",
+        "7"
+      ],
+      [
+        "BBBA",
+        "BD"
+      ],
+      [
+        "F",
+        "BA"
+      ],
+      [
+        "BBBB",
+        "ABBBBBBBB"
+      ],
+      [
+        "D",
+        "L"
+      ],
+      [
+        "G",
+        "H"
+      ],
+      [
+        "8",
+        "6"
+      ],
+      [
+        "F",
+        "I"
+      ],
+      [
+        "@@",
+        ">"
+      ],
+      [
+        "Y",
+        "CA"
+      ],
+      [
+        "BBBBBBBBBBA",
+        "BBBBBA"
+      ],
+      [
+        "E",
+        "I"
+      ],
+      [
+        "BBBB",
+        "CBBBBBBBB"
+      ],
+      [
+        "BBBBBBBB",
+        "CBBBBBC"
+      ],
+      [
+        "BBBC",
+        "CC"
+      ],
+      [
+        "AC",
+        "E"
+      ],
+      [
+        "BBBD",
+        "BC"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBBB"
+      ],
+      [
+        "F",
+        "BC"
+      ],
+      [
+        "ABBA",
+        "BA"
+      ],
+      [
+        "J",
+        "E"
+      ],
+      [
+        "BD",
+        "BD"
+      ],
+      [
+        "BBBBBBBB",
+        "ABC"
+      ],
+      [
+        "ABBC",
+        "B"
+      ],
+      [
+        "BBA",
+        "A"
+      ],
+      [
+        "/",
+        "?"
+      ],
+      [
+        "H",
+        "G"
+      ],
+      [
+        "3",
+        "9"
+      ],
+      [
+        "E",
+        "K"
+      ],
+      [
+        "T",
+        "A"
+      ],
+      [
+        "CBBBB",
+        "BBABA"
+      ],
+      [
+        "O",
+        "C"
+      ],
+      [
+        "BA",
+        "BBBC"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBB"
+      ],
+      [
+        "<",
+        "*"
+      ],
+      [
+        "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB",
+        "BBBBBBBBB"
+      ],
+      [
+        "E",
+        "BB"
+      ],
+      [
+        "Z",
+        "BA"
+      ],
+      [
+        "BBBA",
+        "BBBA"
+      ],
+      [
+        "BBBB",
+        "ABC"
+      ],
+      [
+        "AC",
+        "BCBC"
+      ],
+      [
+        "BBBC",
+        "BD"
+      ],
+      [
+        "BE",
+        "B"
+      ],
+      [
+        "D",
+        "CBA"
+      ],
+      [
+        "BBBBBBBB",
+        "CBC"
+      ],
+      [
+        "BBBBBA",
+        "BA"
+      ],
+      [
+        "BBD",
+        "BC"
+      ],
+      [
+        "E",
+        "CA"
+      ],
+      [
+        ";",
+        "@@"
+      ],
+      [
+        "=",
+        "/"
+      ],
+      [
+        "X",
+        "AA"
+      ],
+      [
+        "BBC",
+        "A"
+      ],
+      [
+        "AF",
+        "C"
+      ],
+      [
+        "N",
+        "B"
+      ],
+      [
+        "BBBB",
+        "CB"
+      ],
+      [
+        "E",
+        "J"
+      ],
+      [
+        "BD",
+        "CC"
+      ],
+      [
+        ">",
+        "/"
+      ],
+      [
+        "I",
+        "G"
+      ],
+      [
+        "BBBA",
+        "A"
+      ],
+      [
+        "CBA",
+        "BB"
+      ],
+      [
+        "X",
+        "GA"
+      ],
+      [
+        "Â",
+        "ģ"
+      ],
+      [
+        "L",
+        "D"
+      ],
+      [
+        "BA",
+        "BB"
+      ],
+      [
+        "CA",
+        "BBB"
+      ],
+      [
+        "BA",
+        "F"
+      ],
+      [
+        "CA",
+        "BB"
+      ],
+      [
+        "5",
+        "7"
+      ],
+      [
+        "AD",
+        "D"
+      ],
+      [
+        "H",
+        "H"
+      ],
+      [
+        "CD",
+        "C"
+      ],
+      [
+        "AB",
+        "F"
+      ],
+      [
+        "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB",
+        "BBBBBBBBBB"
+      ],
+      [
+        "Y",
+        "B"
+      ],
+      [
+        "Â",
+        "Ģ"
+      ],
+      [
+        "AA",
+        "CC"
+      ],
+      [
+        "D",
+        "BBBBBC"
+      ],
+      [
+        "ABBBBBBBB",
+        "BC"
+      ],
+      [
+        "4",
+        "8"
+      ],
+      [
+        "BBBA",
+        "AA"
+      ],
+      [
+        "AG",
+        "C"
+      ],
+      [
+        "6",
+        "7"
+      ],
+      [
+        "BBA",
+        "CC"
+      ],
+      [
+        "ABA",
+        "BBC"
+      ],
+      [
+        "BBBA",
+        "BBB"
+      ],
+      [
+        "I",
+        "Y"
+      ],
+      [
+        "B",
+        "R"
+      ],
+      [
+        "BCBC",
+        "BBBC"
+      ],
+      [
+        "C",
+        "Z"
+      ],
+      [
+        "CBBBBBC",
+        "BBBBBC"
+      ],
+      [
+        "AC",
+        "BBB"
+      ],
+      [
+        "9",
+        "5"
+      ],
+      [
+        "BBBBBBBBBA",
+        "BC"
+      ],
+      [
+        "BBBABA",
+        "BBB"
+      ],
+      [
+        "AA",
+        "BBBC"
+      ],
+      [
+        "Â",
+        "Ĥ"
+      ],
+      [
+        "CA",
+        "BD"
+      ],
+      [
+        "F",
+        "J"
+      ],
+      [
+        "@@",
+        "="
+      ],
+      [
+        "O",
+        "B"
+      ],
+      [
+        "AD",
+        "BC"
+      ],
+      [
+        "BA",
+        "BD"
+      ],
+      [
+        ")",
+        "@"
+      ],
+      [
+        "BBBBBBBA",
+        "B"
+      ],
+      [
+        "BBBA",
+        "BBC"
+      ],
+      [
+        "CA",
+        "E"
+      ],
+      [
+        "K",
+        "F"
+      ],
+      [
+        "BBBB",
+        "CBBBBBBBBBBBBBBBB"
+      ],
+      [
+        "CC",
+        "BBBBBC"
+      ],
+      [
+        "G",
+        "Y"
+      ],
+      [
+        "H",
+        "Y"
+      ],
+      [
+        "K",
+        "E"
+      ],
+      [
+        ">@",
+        "?"
+      ],
+      [
+        "B",
+        "S"
+      ],
+      [
+        "D",
+        "M"
+      ],
+      [
+        "BBBBBBBB",
+        "A"
+      ],
+      [
+        "ABA",
+        "BC"
+      ],
+      [
+        "G",
+        "I"
+      ],
+      [
+        "P",
+        "C"
+      ],
+      [
+        ".",
+        "?"
+      ],
+      [
+        "BD",
+        "BBA"
+      ],
+      [
+        "BBBBA",
+        "BB"
+      ],
+      [
+        "Q",
+        "C"
+      ],
+      [
+        "Y",
+        "DA"
+      ],
+      [
+        "BD",
+        "A"
+      ],
+      [
+        "BCBA",
+        "BC"
+      ],
+      [
+        "BBBB",
+        "AD"
+      ],
+      [
+        "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB",
+        "BBBBBBBBBBB"
+      ],
+      [
+        "D",
+        "ABA"
+      ],
+      [
+        "F",
+        "Y"
+      ],
+      [
+        "ABBA",
+        "B"
+      ],
+      [
+        "4",
+        "7"
+      ],
+      [
+        "N",
+        "D"
+      ],
+      [
+        "9",
+        "3"
+      ],
+      [
+        "BBA",
+        "AA"
+      ],
+      [
+        "D",
+        "BBBBBBA"
+      ],
+      [
+        "BBC",
+        "AB"
+      ],
+      [
+        ">@",
+        ">"
+      ],
+      [
+        "BBBB",
+        "AB"
+      ],
+      [
+        "G",
+        "J"
+      ],
+      [
+        "BBBBBBBB",
+        "CBBBB"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBB"
+      ],
+      [
+        "BBBC",
+        "BBB"
+      ],
+      [
+        "BBBA",
+        "CA"
+      ],
+      [
+        "A",
+        "W"
+      ],
+      [
+        "F",
+        "W"
+      ],
+      [
+        "BBD",
+        "B"
+      ],
+      [
+        "M",
+        "D"
+      ],
+      [
+        "BBBBBBBBBBBBBBBBBBBBBBBBBBBBBBBB",
+        "BBBBBBBBBBBB"
+      ],
+      [
+        "CBC",
+        "BB"
+      ],
+      [
+        "6",
+        "6"
+      ],
+      [
+        "8",
+        "5"
+      ],
+      [
+        "BBBA",
+        "CC"
+      ],
+      [
+        "BBBB",
+        "CBBA"
+      ],
+      [
+        "BBC",
+        "D"
+      ],
+      [
+        "7",
+        "5"
+      ],
+      [
+        "BBBBBBBC",
+        "BC"
+      ],
+      [
+        "BBBBBBBBBBBBBBBB",
+        "BBBBBBBBBBBC"
+      ],
+      [
+        "BBBBBA",
+        "BB"
+      ],
+      [
+        ">@",
+        "="
+      ],
+      [
+        "<",
+        "@@"
+      ],
+      [
+        "E",
+        "AC"
+      ],
+      [
+        "BCBA",
+        "B"
+      ],
+      [
+        "@>",
+        "?"
+      ],
+      [
+        "8",
+        "4"
+      ],
+      [
+        ";",
+        "*"
+      ],
+      [
+        "BBBBBBBB",
+        "ABBC"
+      ],
+      [
+        "CC",
+        "AD"
+      ],
+      [
+        "ABA",
+        "BBA"
+      ],
+      [
+        "CBBC",
+        "BBC"
+      ],
+      [
+        "E",
+        "Y"
+      ],
+      [
+        "BBBB",
+        "CBBBBBBBBBBBB"
+      ],
+      [
+        "BBBBBBBB",
+        "CBBA"
+      ],
+      [
+        "CA",
+        "BAB"
+      ],
+      [
+        "AA",
+        "BBB"
+      ],
+      [
+        "(",
+        "@"
+      ],
+      [
+        "?",
+        "["
+      ],
+      [
+        "A",
+        "U"
+      ],
+      [
+        "E",
+        "L"
+      ],
+      [
+        "BBBB",
+        "CD"
+      ],
+      [
+        "ABBBB",
+        "A"
+      ],
+      [
+        "BBC",
+        "CBA"
+      ],
+      [
+        "E",
+        "AD"
+      ],
+      [
+        "CA",
+        "CBC"
+      ],
+      [
+        "B",
+        "Y"
+      ],
+      [
+        "BBA",
+        "D"
+      ],
+      [
+        "BA",
+        "AC"
+      ],
+      [
+        "E",
+        "CD"
+      ],
+      [
+        "BBBBBBBBBBBBBBBBBC",
+        "BBBBBC"
+      ],
+      [
+        "F",
+        "X"
+      ],
+      [
+        "BBBA",
+        "BB"
+      ]
+    ]
+  }
+}

tokenizer_config.json

@@ -0,0 +1,11 @@
+{
+  "added_tokens_decoder": {},
+  "auto_map": {
+    "AutoProcessor": "processing_action_tokenizer.WaveletActionProcessor"
+  },
+  "clean_up_tokenization_spaces": false,
+  "extra_special_tokens": {},
+  "model_max_length": 1000000000000000019884624838656,
+  "processor_class": "WaveletActionProcessor",
+  "tokenizer_class": "PreTrainedTokenizerFast"
+}