Whisper_Vits_Japanese.ipynb

{
  "cells": [
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {
        "id": "EblwyDLicmnp"
      },
      "source": [
        "\n",
        "##### 点击上方菜单栏的“代码执行程序”，在“更改运行时类型”中选择硬件加速器为GPU\n",
        "##### 避免Colab断开连接：按Ctrl+Shift+I等待弹窗然后点击控制台，输入以下内容并回车：\n",
        "\n",
        "\n",
        "```\n",
        "function ConnectButton(){\n",
        "    console.log(\"Connect pushed\"); \n",
        "    document.querySelector(\"#top-toolbar > colab-connect-button\").shadowRoot.querySelector(\"#connect\").click()}\n",
        "setInterval(ConnectButton,60000);\n",
        "```\n",
        "\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "oz0vA1nAW8O6"
      },
      "source": [
        "### Download Whisper"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "No9FcLh6W9UL",
        "outputId": "0d19693c-205f-4688-f519-e313e4c50fe8"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Cloning into 'whisper-vits-japanese'...\n",
            "remote: Enumerating objects: 148, done.\u001b[K\n",
            "remote: Counting objects: 100% (40/40), done.\u001b[K\n",
            "remote: Compressing objects: 100% (31/31), done.\u001b[K\n",
            "remote: Total 148 (delta 13), reused 23 (delta 7), pack-reused 108\u001b[K\n",
            "Receiving objects: 100% (148/148), 43.81 MiB | 19.90 MiB/s, done.\n",
            "Resolving deltas: 100% (19/19), done.\n"
          ]
        }
      ],
      "source": [
        "!git clone https://github.com/AlexandaJerry/whisper-vits-japanese"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "FXy7Qki0ArCs"
      },
      "outputs": [],
      "source": [
        "%%capture\n",
        "!pip install git+https://github.com/openai/whisper.git"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "OBQpIxEWXUAf"
      },
      "outputs": [],
      "source": [
        "!cp -r /content/whisper-vits-japanese/whisper/transcribe.py /usr/local/lib/python3.8/dist-packages/whisper\n",
        "!cp -r /content/whisper-vits-japanese/whisper/utils.py /usr/local/lib/python3.8/dist-packages/whisper"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "f3nrt2LIXVD-"
      },
      "outputs": [],
      "source": [
        "import whisper"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "nTukkE9NXIoY"
      },
      "source": [
        "### Prepare Data for Whisper ASR"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "yWSW8Ml8MX2W",
        "outputId": "3680dfad-50ba-43fb-b5bf-db89a6120b11"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Mounted at /content/drive\n"
          ]
        }
      ],
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "yrF3iDQ_kIgS"
      },
      "source": [
        "##### 此处是唯一需要自己改动的地方：自己的音频zip路径"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "zfaaUxXYVKNN"
      },
      "outputs": [],
      "source": [
        "#目前支持日语,其余语言需替换text文件夹cleaner和symbols以及config文件夹中isla_base.json的cleaner参数\n",
        "#如果有自己的音频,只需用自己的音频.zip路径替换掉/content/drive/MyDrive/isla_base/isla.zip即可(音频需为wav)\n",
        "#注意\"*/*.wav\"适用于压缩包内有子文件夹,然后子文件夹内存放着wav\n",
        "#如果压缩包内直接就是音频wav,那么需要把\"*/*.wav\"替换为\"*.wav\"\n",
        "\n",
        "#!unzip -j /content/drive/MyDrive/isla_base/isla.zip \"*/*.wav\" -d /content/whisper-vits-japanese/audio"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "Lfl3Jx7rg0cj"
      },
      "outputs": [],
      "source": [
        "#如果没有训练数据只想体验的话，这里只能暂时借用下White老师的数据集了，作为入门材料真是万分感谢\n",
        "%cd /content/whisper-vits-japanese\n",
        "!wget --load-cookies /tmp/cookies.txt \"https://docs.google.com/uc?export=download&confirm=$(wget --quiet --save-cookies /tmp/cookies.txt --keep-session-cookies --no-check-certificate 'https://docs.google.com/uc?export=download&id=1H6aqdGP-h-MT7XAVk870Ql4d3QrJT-7o' -O- | sed -rn 's/.*confirm=([0-9A-Za-z_]+).*/\\1\\n/p')&id=1H6aqdGP-h-MT7XAVk870Ql4d3QrJT-7o\" -O \"isla.zip\" && rm -rf /tmp/cookies.txt\n",
        "!unzip -j /content/whisper-vits-japanese/isla.zip \"*/*.wav\" -d /content/whisper-vits-japanese/audio"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "rmLdedLvSAcC",
        "outputId": "8c1cc2fb-6511-4ecc-d7c4-1b12086b3131"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "100%|███████████████████████████████████████| 461M/461M [00:08<00:00, 54.6MiB/s]\n",
            "[00:00.000 --> 00:04.220] 他にはどういうポーズすればいい\n",
            "[00:00.000 --> 00:03.200] すごく神経質な人に見えた\n",
            "[00:00.000 --> 00:04.940] マーシャならつこさに、ソータに会ってほしいって思うはず。\n",
            "[00:04.940 --> 00:28.300] 自分の代わりに成長を見守ってほしいって。\n",
            "[00:00.000 --> 00:03.600] 私の寿命のこと、ごめんなさい\n",
            "[00:00.000 --> 00:03.000] ん?何か問題があるの?\n",
            "[00:00.000 --> 00:05.000] 私がつかさの誕生日を祝ってあげられるのは、今年だけなので\n",
            "[00:00.000 --> 00:03.000] つかさ、私を捕まえてみて\n",
            "[00:00.000 --> 00:02.460] その道具、便利だね\n",
            "[00:00.000 --> 00:02.820] 花火の時間まで、屋台みたい\n",
            "[00:00.000 --> 00:08.800] なんだか不思議。あの時は、まさか津かさとこうして観覧車に乗ってるなんて、想像もしてなかったので。\n",
            "[00:00.000 --> 00:03.600] この前、ウォーリスが夢中になっていたゲームだよね\n",
            "[00:00.000 --> 00:02.760] つかそのために、頑張った\n",
            "[00:00.000 --> 00:05.540] 水槽って、こんなにあるんだ。魚もいっぱい\n",
            "[00:00.000 --> 00:04.800] エルの、くいぐい来るところが、苦手なので…\n",
            "[00:00.000 --> 00:07.280] どうかお願い、私のこと忘れないで、覚えていてね。\n",
            "[00:00.000 --> 00:06.000] 辛いのに、泣くのを我慢して、頑張って笑おうとするところ。\n",
            "[00:00.000 --> 00:03.000] お茶を振る舞って、心を開いてもらう\n",
            "[00:00.000 --> 00:02.000] それは ちょっと…\n",
            "[00:00.000 --> 00:05.000] つかさが喜んでくれたら、私も嬉しいので\n",
            "[00:00.000 --> 00:04.000] ん?どうしたの?頭慣れて欲しい?\n",
            "[00:00.000 --> 00:03.260] おとぎ話の世界に来ちゃったみたいだね\n",
            "[00:00.000 --> 00:08.780] この境界、しばらくは誰も使う予定がないから、止まっていっても構わないって、宿泊用の小部屋もあるみたい。\n",
            "[00:00.000 --> 00:04.240] もらったこと許してくれる\n",
            "[00:00.000 --> 00:04.000] 出発する前に、二人だけで話があるの\n",
            "[00:00.000 --> 00:03.000] うん、そういうこと…\n",
            "[00:00.000 --> 00:08.000] 自分で触ってもなんでもないけど、誰かに触られたりするとくすぐったくなるよね。\n",
            "[00:00.000 --> 00:03.000] あっ、つかさ、おかえり。\n",
            "[00:00.000 --> 00:05.520] お金も所有者に出してもらうことが多いはず\n",
            "[00:00.000 --> 00:04.000] つかさ どうかした\n",
            "[00:00.000 --> 00:02.000] こんなにたくさんあるんだね\n",
            "[00:00.000 --> 00:04.240] ちゃんとしてる時もあるけど、油断してるといつもこう\n",
            "[00:00.000 --> 00:03.500] ね、つかさはあれ、やったことある?\n",
            "[00:00.000 --> 00:02.000] せめてアンディのプジを祈ろう\n",
            "[00:00.000 --> 00:03.800] 映画を見るときは、ポップコーンを食べるものなの?\n",
            "[00:00.000 --> 00:03.420] で、つかさ、そんなに見つめないで\n",
            "[00:00.000 --> 00:02.480] 作り方、レンに教わったので\n",
            "[00:00.000 --> 00:08.600] その間にカップにお湯を入れて温める そうすればお茶が冷めにくくなるから\n",
            "[00:00.000 --> 00:04.760] つかさが運転席に座ってるのって、なんだか新鮮\n",
            "[00:00.000 --> 00:04.000] つかさのお母さんとお父さん、素敵な人だった\n",
            "[00:00.000 --> 00:02.000] そうだよね\n",
            "[00:00.000 --> 00:05.000] 珍しい鳥が集まってくるから、バードウォッチング好きにはよく知られてるんだ\n",
            "[00:00.000 --> 00:04.000] ハーブの説明続けるね\n",
            "[00:00.000 --> 00:03.600] 私、教師みたいって言われたのは初めて\n",
            "[00:00.000 --> 00:02.660] そっか、課長に言われたんだ\n",
            "[00:00.000 --> 00:02.820] じゃあ、そういうことにしておくので\n",
            "[00:00.000 --> 00:04.520] 会社に行く時に二人分のお弁当を作って持っていきたいので\n",
            "[00:00.000 --> 00:03.420] かずきは、どうせ覚えてないので\n",
            "[00:00.000 --> 00:03.300] ぶっ、別に、通民無いので\n",
            "[00:00.000 --> 00:05.000] あとは、みんなの体調とか様子を見て、何を入れるか決める\n",
            "[00:00.000 --> 00:05.500] かずきは真面目だから、仕事って聞くとちゃんとしようって思うみたい。\n",
            "[00:00.000 --> 00:02.500] こんな感じで大丈夫そう?\n",
            "[00:00.000 --> 00:05.800] 前にもらったの。回収の仕事のときに、もう使わないからって。\n",
            "[00:00.000 --> 00:04.380] たぶん、アレキサンダーのツボみたいなものに入ったんだと思う\n",
            "[00:00.000 --> 00:03.000] 私、様子を見てこようかな\n",
            "[00:00.000 --> 00:08.360] 最初の全部署が利用しているので、多分ここだけで四五十人は暮らしている\n",
            "[00:00.000 --> 00:04.000] いいよ。でも、どこに?\n",
            "[00:00.000 --> 00:05.640] うん!すごくワクワクして楽しい!あと、食べ物も美味しい!\n",
            "[00:00.000 --> 00:04.240] それは何の仕事\n",
            "[00:00.000 --> 00:02.000] 仲がいい家族なんですね\n",
            "[00:00.000 --> 00:04.220] そんなたくさんの警備ロボットだ、戦ったの?\n",
            "[00:00.000 --> 00:02.660] つかさの横だから、ふんしん\n",
            "[00:00.000 --> 00:05.000] 私、すかさと恋人になれてよかった。\n",
            "[00:00.000 --> 00:04.000] でもその分、人間よりも無茶をしちゃうことがある。\n",
            "[00:00.000 --> 00:05.340] 迷惑かもしれないけど、つかさも、あんまり攻めないであげてね\n",
            "[00:00.000 --> 00:04.700] うん、上出来、日頃の積み重ねの成果だね\n",
            "[00:00.000 --> 00:05.500] でも、道路は私たちのこと、すごく親密に考えてくれてる。\n",
            "[00:00.000 --> 00:06.000] 私、あんまりカズキの役には立たなかったので\n",
            "[00:00.000 --> 00:02.760] つかさが一緒にいるだけで心強いよ\n",
            "[00:00.000 --> 00:03.000] すごい!一発必須だね!\n",
            "[00:00.000 --> 00:07.000] それなのに、私にありがとうって言ってくれる人が結構いて、不思議だったんだけど。\n",
            "[00:00.000 --> 00:02.000] 腕、つらくない\n",
            "[00:00.000 --> 00:03.600] 楽しかったけど、苦しかった。\n",
            "[00:00.000 --> 00:03.360] 新しいメガネは、つかさぎ選んでほしい\n",
            "[00:00.000 --> 00:06.160] つかさにも、何年かしたら、新しい恋人ができてるかもしれないね。\n",
            "[00:00.000 --> 00:07.840] やすたか、あんまりチャランポラんなことして、シェリーを困らせちゃダメだよ。優しくしてあげてね。\n",
            "[00:00.000 --> 00:05.200] お、落ち着いて…落ち着いてやればできる…\n",
            "[00:00.000 --> 00:04.780] あの時はキッチンで火が上がって消火装置が作動しちゃったよね\n",
            "[00:00.000 --> 00:02.800] もう少し歩いたら休憩しようね\n",
            "Traceback (most recent call last):\n",
            "  File \"/usr/local/lib/python3.7/dist-packages/whisper/decoding.py\", line 599, in _main_loop\n",
            "    logit_filter.apply(logits, tokens)\n",
            "  File \"/usr/local/lib/python3.7/dist-packages/whisper/decoding.py\", line 436, in apply\n",
            "    if timestamp_logprob > max_text_token_logprob:\n",
            "KeyboardInterrupt\n",
            "\n",
            "During handling of the above exception, another exception occurred:\n",
            "\n",
            "Traceback (most recent call last):\n",
            "  File \"/usr/local/bin/whisper\", line 8, in <module>\n",
            "    sys.exit(cli())\n",
            "  File \"/usr/local/lib/python3.7/dist-packages/whisper/transcribe.py\", line 283, in cli\n",
            "    result = transcribe(model, audio_path, temperature=temperature, **args)\n",
            "  File \"/usr/local/lib/python3.7/dist-packages/whisper/transcribe.py\", line 162, in transcribe\n",
            "    result = decode_with_fallback(segment)[0]\n",
            "  File \"/usr/local/lib/python3.7/dist-packages/whisper/transcribe.py\", line 100, in decode_with_fallback\n",
            "    results = model.decode(segment, options)\n",
            "  File \"/usr/local/lib/python3.7/dist-packages/torch/autograd/grad_mode.py\", line 27, in decorate_context\n",
            "    return func(*args, **kwargs)\n",
            "  File \"/usr/local/lib/python3.7/dist-packages/whisper/decoding.py\", line 701, in decode\n",
            "    result = DecodingTask(model, options).run(mel)\n",
            "  File \"/usr/local/lib/python3.7/dist-packages/torch/autograd/grad_mode.py\", line 27, in decorate_context\n",
            "    return func(*args, **kwargs)\n",
            "  File \"/usr/local/lib/python3.7/dist-packages/whisper/decoding.py\", line 633, in run\n",
            "    tokens, sum_logprobs, no_speech_probs = self._main_loop(audio_features, tokens)\n",
            "  File \"/usr/local/lib/python3.7/dist-packages/whisper/decoding.py\", line 607, in _main_loop\n",
            "    self.inference.cleanup_caching()\n",
            "  File \"/usr/local/lib/python3.7/dist-packages/whisper/decoding.py\", line 149, in cleanup_caching\n",
            "    hook.remove()\n",
            "  File \"/usr/local/lib/python3.7/dist-packages/torch/utils/hooks.py\", line 23, in remove\n",
            "    del hooks_dict[self.id]\n",
            "KeyboardInterrupt\n"
          ]
        }
      ],
      "source": [
        "#识别过程总共花费50分钟(大概是音频总长的三分之一到一半左右)\n",
        "!whisper -i /content/whisper-vits-japanese/audio -o /content/whisper-vits-japanese/srt_files --language Japanese"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "TT1IPemlfnMe"
      },
      "outputs": [],
      "source": [
        "#auto.py会根据Whisper导出的srt自动切片音频、转写文本、转采样率为22050HZ\n",
        "#最后会把适配VIST的数据格式汇总在/content/whisper-vits-japanese/filelists\n",
        "#然后音频数据会被放在/content/whisper-vits-japanese/sliced_audio文件夹里\n",
        "!pip install pydub\n",
        "%cd /content/whisper-vits-japanese\n",
        "!python auto.py"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "EIQTfLHyV-md"
      },
      "source": [
        "### Install Requirements of VITS"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "Z0qEu4ftO9N3"
      },
      "outputs": [],
      "source": [
        "!pip install -r requirements.txt\n",
        "!sudo apt-get install espeak -y"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "lmEwZSRJPJbo"
      },
      "source": [
        "### Alignment and Text Conversion"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ym67KvqlV1DH",
        "outputId": "db7c9b42-3089-4ef7-d9e4-f27c394e17a8"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "/content/whisper-vits-japanese\n"
          ]
        }
      ],
      "source": [
        "import os\n",
        "path = \"/content/whisper-vits-japanese\"\n",
        "os.chdir(path)\n",
        "print(os.getcwd())"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "8c2xU9XPH7K_"
      },
      "outputs": [],
      "source": [
        "%cd monotonic_align\n",
        "!python setup.py build_ext --inplace\n",
        "%cd .."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "kYWFPADJWDxD",
        "outputId": "b7e8fff2-74be-49fb-f6a4-4b7759dacde8"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "/content/whisper-vits-japanese\n"
          ]
        }
      ],
      "source": [
        "import os\n",
        "path = \"/content/whisper-vits-japanese\"\n",
        "os.chdir(path)\n",
        "print(os.getcwd())"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "2NNNMdYHWGjx",
        "outputId": "59fc8f5c-d358-46eb-a0ce-794cf750c6e2"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "START: /content/whisper-vits-japanese/filelists/train_filelist.txt\n",
            "Downloading: \"https://github.com/r9y9/open_jtalk/releases/download/v1.11.1/open_jtalk_dic_utf_8-1.11.tar.gz\"\n",
            "dic.tar.gz: 100% 22.6M/22.6M [00:02<00:00, 10.9MB/s]\n",
            "Extracting tar file /usr/local/lib/python3.7/dist-packages/pyopenjtalk/dic.tar.gz\n",
            "START: /content/whisper-vits-japanese/filelists/val_filelist.txt\n"
          ]
        }
      ],
      "source": [
        "#如果输出提示nophoneme这种情况，检查下/content/whisper-vits-japanese/filelists的两个txt文件里有没有出现英文转写\n",
        "!python preprocess.py --text_index 1 --text_cleaners japanese_cleaners --filelists /content/whisper-vits-japanese/filelists/train_filelist.txt /content/whisper-vits-japanese/filelists/val_filelist.txt"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "IVWRcdtdWY5M"
      },
      "source": [
        "### Train"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "JXhkRuxQWV-Y"
      },
      "outputs": [],
      "source": [
        "!python train.py -c configs/isla_base.json -m isla_base"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "muChqfiKWg1x"
      },
      "source": [
        "### Inference"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "N_s3vd9jWdC8",
        "outputId": "1e5fb6d5-ea83-46a4-9f12-02d3fb5f6513"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "/content/whisper-vits-japanese\n"
          ]
        }
      ],
      "source": [
        "#如果出现大批量的log日志显示在输出的话\n",
        "#在\"代码执行程序\"下拉菜单选择\"重新启动代码程序\"\n",
        "#再从该代码框开始，重新运行进行推断和输出语音\n",
        "import os\n",
        "path = \"/content/whisper-vits-japanese\"\n",
        "os.chdir(path)\n",
        "print(os.getcwd())\n",
        "\n",
        "%matplotlib inline\n",
        "import matplotlib.pyplot as plt\n",
        "import IPython.display as ipd\n",
        "\n",
        "import os\n",
        "import json\n",
        "import math\n",
        "import torch\n",
        "from torch import nn\n",
        "from torch.nn import functional as F\n",
        "from torch.utils.data import DataLoader\n",
        "\n",
        "import commons\n",
        "import utils\n",
        "from data_utils import TextAudioLoader, TextAudioCollate, TextAudioSpeakerLoader, TextAudioSpeakerCollate\n",
        "from models import SynthesizerTrn\n",
        "from text.symbols import symbols\n",
        "from text import text_to_sequence\n",
        "\n",
        "from scipy.io.wavfile import write\n",
        "\n",
        "\n",
        "def get_text(text, hps):\n",
        "    text_norm = text_to_sequence(text, hps.data.text_cleaners)\n",
        "    if hps.data.add_blank:\n",
        "        text_norm = commons.intersperse(text_norm, 0)\n",
        "    text_norm = torch.LongTensor(text_norm)\n",
        "    return text_norm"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "kDwA3fWlWj9s"
      },
      "outputs": [],
      "source": [
        "hps = utils.get_hparams_from_file(\"/content/whisper-vits-japanese/configs/isla_base.json\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "J9pPjEkuWlyh"
      },
      "outputs": [],
      "source": [
        "net_g = SynthesizerTrn(\n",
        "    len(symbols),\n",
        "    hps.data.filter_length // 2 + 1,\n",
        "    hps.train.segment_size // hps.data.hop_length,\n",
        "    **hps.model).cuda()\n",
        "_ = net_g.eval()\n",
        "\n",
        "#下面的这个isla_base/G_6000.pth需要换成目标文件夹里数字最大的G_????.pth\n",
        "_ = utils.load_checkpoint(\"/content/whisper-vits-japanese/logs/isla_base/G_19000.pth\", net_g, None)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 75
        },
        "id": "p3KH-j_GK8Cn",
        "outputId": "475b947f-7773-4c4d-80c2-a5c02ce14209"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "                <audio  controls=\"controls\" >\n",
              "                    <source src=\"data:audio/wav;base64,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\" type=\"audio/wav\" />\n",
              "                    Your browser does not support the audio element.\n",
              "                </audio>\n",
              "              "
            ],
            "text/plain": [
              "<IPython.lib.display.Audio object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "stn_tst = get_text(\"ビエザイゼリ,ーファーディエン\", hps) #别在这里发癫 停顿可用…\n",
        "with torch.no_grad():\n",
        "    x_tst = stn_tst.cuda().unsqueeze(0)\n",
        "    x_tst_lengths = torch.LongTensor([stn_tst.size(0)]).cuda()\n",
        "    audio = net_g.infer(x_tst, x_tst_lengths, noise_scale=.667, noise_scale_w=0.8, length_scale=1)[0][0,0].data.cpu().float().numpy()\n",
        "ipd.display(ipd.Audio(audio, rate=hps.data.sampling_rate))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 75
        },
        "id": "63abmUauCp9f",
        "outputId": "5a85f0a1-e5ed-480b-ffb0-fb0996b808fd"
      },
      "outputs": [
        {
          "data": {
            "text/html": [
              "\n",
              "                <audio  controls=\"controls\" >\n",
              "                    <source src=\"data:audio/wav;base64,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\" type=\"audio/wav\" />\n",
              "                    Your browser does not support the audio element.\n",
              "                </audio>\n",
              "              "
            ],
            "text/plain": [
              "<IPython.lib.display.Audio object>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "stn_tst = get_text(\"ジウザイジョーァリ,ーファーディエン\", hps) #就在这里发癫 停顿可用…\n",
        "with torch.no_grad():\n",
        "    x_tst = stn_tst.cuda().unsqueeze(0)\n",
        "    x_tst_lengths = torch.LongTensor([stn_tst.size(0)]).cuda()\n",
        "    audio = net_g.infer(x_tst, x_tst_lengths, noise_scale=.667, noise_scale_w=0.8, length_scale=1)[0][0,0].data.cpu().float().numpy()\n",
        "ipd.display(ipd.Audio(audio, rate=hps.data.sampling_rate))"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "YnsPTT2ZBanL"
      },
      "source": [
        "### Save Materials and Checkpoints to Drive for Future Usage"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "DJFCHUn0WnpX"
      },
      "outputs": [],
      "source": [
        "#把checkpoint存入google drive(这里用了RT防止递归式复制到目标文件夹)\n",
        "!cp -RT /content/whisper-vits-japanese/logs/ /content/drive/MyDrive/logs/\n",
        "#把音频文件和对应抄本存入google drive\n",
        "!cp -RT /content/whisper-vits-japanese/sliced_audio/ /content/drive/MyDrive/sliced_audio/\n",
        "!cp -RT /content/whisper-vits-japanese/filelists/ /content/drive/MyDrive/filelists/"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "5Wimm3ElV0_d"
      },
      "source": [
        "  保存好后需要做的检查：\n",
        "1. 确认下Drive没有爆内存(免费用户的存储上限为15G)\n",
        "2. 检查sliced_audio文件夹下的spec.pt可被双击打开\n",
        "3. [更新了spec.pt损坏后自动生成新spec.pt以增强恢复训练容错率]"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "tlCxB3OHVurD"
      },
      "source": [
        "![微信图片_20221022233548.jpg](data:image/jpeg;base64,/9j/4AAQSkZJRgABAQEAeAB4AAD/4QBaRXhpZgAATU0AKgAAAAgABQMBAAUAAAABAAAASgMDAAEAAAABAAAAAFEQAAEAAAABAQAAAFERAAQAAAABAAASdFESAAQAAAABAAASdAAAAAAAAYagAACxj//bAEMACAYGBwYFCAcHBwkJCAoMFA0MCwsMGRITDxQdGh8eHRocHCAkLicgIiwjHBwoNyksMDE0NDQfJzk9ODI8LjM0Mv/bAEMBCQkJDAsMGA0NGDIhHCEyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMv/AABEIAdwFrAMBIgACEQEDEQH/xAAfAAABBQEBAQEBAQAAAAAAAAAAAQIDBAUGBwgJCgv/xAC1EAACAQMDAgQDBQUEBAAAAX0BAgMABBEFEiExQQYTUWEHInEUMoGRoQgjQrHBFVLR8CQzYnKCCQoWFxgZGiUmJygpKjQ1Njc4OTpDREVGR0hJSlNUVVZXWFlaY2RlZmdoaWpzdHV2d3h5eoOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4eLj5OXm5+jp6vHy8/T19vf4+fr/xAAfAQADAQEBAQEBAQEBAAAAAAAAAQIDBAUGBwgJCgv/xAC1EQACAQIEBAMEBwUEBAABAncAAQIDEQQFITEGEkFRB2FxEyIygQgUQpGhscEJIzNS8BVictEKFiQ04SXxFxgZGiYnKCkqNTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqCg4SFhoeIiYqSk5SVlpeYmZqio6Slpqeoqaqys7S1tre4ubrCw8TFxsfIycrS09TV1tfY2dri4+Tl5ufo6ery8/T19vf4+fr/2gAMAwEAAhEDEQA/APf6KKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoprSRocO6rn1OKFdXGUYMPUHNADqKKKACiiigAooooAKKKKACiiigAoopP4z9B/WgBaKKKACiiigAooooAKKKKACiiigArjfEuo65YhpbbVtPhga4SJFSHdIoY4y2444+ldlXmviu88NSxtHY6Yst4l6gneKyIJIf5lLEDJPI680dUPozZ1Ga705NHWbXmu5H1OMSyKViyhB+UqvG3I71q2N5qEWsz2t1NbXNlJmS3uUdVZOf9Wy9+vBHpXLa1ZWTaR9vbwtFpsNtdQSFpI4w0sZfDAqvQcjIPrWpo9tpup629xpui6amlWvC3X2ZQ0soPWM+g9af9fghP+vvZAviDU7i+bXU0y+bR4bZwqJPGAzBjudl3c4AwOKmutdvNR1zTP7LtrqeCC3F1dQwyKh/eL8isSQD64rNsLnV1+H9xHFp1s9p5FwPOa6IbGXydu3tzxmr9t5/h/R9J1ayg32c0MX9oQomXbKKBID149OnP40L8v1uOX+f4WNzTdde+1WbTp9Ons7iKETESujAqTgfdJ96rnTPE+TjxHbgf9g8f/FVVNsb/AMa6pEtxPbZsIF8yEhXHzk8ZBx6dKz9csL20urTTdM1/WJtSumyFknUrFGPvO2FBx6c8mkun9dQ7/wBdDa/szxP/ANDHb/8AgvH/AMVUuoS3NloYtrt766uZlZDc6fbEMp7NgH5ccd+1Z02mRW2pW2nz+J9dW4uELRkyqFcjqAdmM+1P1Oxn0Szt7tdV1C5WO9gaT7TKDhC20jgDj5u/oKN9O4ttSKPXtU/sqwMlnfrcRTxLeP8AYnw6c7iowT2GcDvTBr8kGoa5ctHqYgeFDaF7KbarBDu4K4XnGc4qpJdDdcTyXOrq11qc0cEenMuXCKF5DdvkPT3rOs9SmmupPMufFTQTMfsYiKFmVBhyfcN6Ubr1/wCAPZ/13Oh1DWddtfD2najaNYSGeGEMk8bF5JXwONpAA5pb+71a1eCLUNaS1uZdxji07T2nDqMZJBDEEZ+lYl20+rz+HbaC41MabLN532yd183eQ20A4xldpPTuKWN7tp9InnvNSIhkvYWuoYfOk4fCg/Iw5A9O1Pd/Ni2Qtnr1/JDdy3niK+gjguHiD/2RldoIALHZhTz0PSur1y/vdJ0e3e3eKW6eaKAyTIdpLEKWIUj68V59LPu8N6yBqGqMr3zsEazxHJ868u3l/KfUZHI6Vu+ItO0i48TW6XttDZW4YT3N5cybBcEDiNMnntnHT+Z0XyDv8y5JJ4jtvE6LNeQA3MIjh/0SVrYsCSRgScPju3YcVraTqGpSa3fabqLWjm3ijkV7eNkzu3ddzH0rlJrPwzb6hNLDLod3ZtGWSFrwRyI4HChtxBBPrjGal8KaVpOo61d3jWdhFsWMwW0F6s7IVJy5Kn1IoQM9CooopAZ+q6m2lrDK1u8kBfEsi/8ALMdjirsUsc8SyxOHjcZVgeCKr6leWtjYyS3eDERt2EZL57Ad6zPDNndW8EssoMMEzborYnOwfU0Ab1FFFAGTrHibRtAMa6pqEVu8gyqHLMR67QCce9Z3iDxAP+EdtdR0W+jeOa8giEsW1wVaQKw5z2yPUVXv9PvV8W3Op+H77TZdQ+zxxXdleEnamSVIK8qT7jB61i6jqMN/4XkjXS49NurbW4I7uCLaVMvmKSwYAbsgjnrQtbeq/MHon6fodlbG4/4Se9VtXjlgECFdPEYDQk/xlupBwf8AIqu/jfwzHqP2BtatRcbtpG75QfQt90H8a5rxE91HrPjB7MsJ10aEqU6jl8ke+M10tjZ6E3gmGDy7c6M1qC27AQpjJYn17k9c+9JbX/rd/wCQ3vb+tl/maWqaxp2i2n2rUryK2hzgNIfvH0A6k+wqPSNe0vXoGm0u9iuVQ4cIcFfqDyPxri79Lyb4g6amkS6b5MWlBtPN2rSRkbsMYyrD5tu3n0q4mna1H4rOoXV/oy6h9glT7PZo6STr/CxDMc4YDmnsrvz/AAv/AJCt09Pxsbt54x8O2GpDT7rV7aO6zgoW4U+jHov4kVB4O1O81Sx1GS8m81otRnhjO0DCK3yjgeneq3gODTn8B2hRInWeMteFwCXkOfM356nORz2qv8MltV8P3y2RzaDUpxCf9jIx+lO1m0+36oTeia7/AKM7SsC58beGrPUDY3GsWyXAbawySqn0ZhwD9TW67iONnOcKCTivP7ObU9T8H3OpwLoOn6ROksgs5LVmBTJyZHDABjg9FqW7XfYpK+h3T31rHPbwvcRrJc58hS3MmBk49eOaWW8toLmC3lmRJrgkQox5cgZOPXA5rznR5T9n+HMkrnG2ZNzevlEKP6Vv+IJ4v+E+8J24dfODXLlM8hfKIz+f8qpqzsJaq/lc1NU8W6Bo12trqGqQQXDf8sySSv8AvYztH1xWJBrF7qMPioJrUVpDbTILW8KIyQxlFbPowOepz1qX4fJA+k300iq2pSX04vyw+beHOAfbbjA965hY7GLw58Q49NCC1WVggT7oOwbgPbOah6Jvyv8AkUlql52/M9FutWsdF0mK61XUYUQIoM74XzGx1AHc9cCk0jxDpGvRu+l38Vzs++qkhl+qnBH5VzcKwy/ELTUvwpVNIV7BXHHmbvnK/wC0Bj8Ksa8sMXj3w3JaADUJWlSfZ1a32End7BsYz3q2tfX/ADIW39drnX0UVm6zp9xfWv8Aol3Nb3CcoUkKq3scfzpDNKiuS8PaZq8s5uNSvLxIo2IWJp2y5Hrz0/nXW0AFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAISACScAdSa5l/G9m8rpY6fqF+qHBlt4Mp+B/+tWtr1vPd6Bf29sCZpIGVQO+R0/HpXOaZrWnyeEYLC11WDSr2KNY287AKOCNxwcZzz+dAGxc+Imt9Otbv+yNRkNxu/cpDl48f3h2zTdN8V2V/fLYywXVldsMpFdR7C/0rFki1WK3iuJPG9skMufLkaJAr464Oeaf4g1Cz1vVdHsdKmS4u47tZmlhwwiQdTu/Xr2oA7WiiigAooooAz9cvpNN0S8vIVDSQxFlBHGfeuJmn1rSNFs/EZ1yS7adkL2z/AOrIbJwB2I9gP0rp9c8TaTp7PYTq93cSLta1hTcxBHQ9hx+Ncba29jZXq3svhfWjbxtvRXyyRnr93aOPqe1AHea3rUOkadcTeZCbmOPekDyAFvw61LpOq2+qWNvKk0JnkhWSSJJAShIGRjrwTiucvYdE8aWF1Pp8aSamsQRfNJRk9MjOMdeea2fD/h+z0a0gdLZI70wIk7qxO5sDd+tAG1RRRQAUyaaO3heaZwkcalnZjwAOpp9ZHijTrjVfD11aWzlZWXcoH8eOdv44oAwLjW9V1qKa6sZ00rRYT817KmXkA7qv17frnisaC+nMsZHiLWbZZjiG4u7f9zKe2PmOBmtae6j8SeDZLCxgWK+tNm+xPBGwjIA7jFGsa/D4i0dtIsLC4a+nKKYpIiBByCST6CgDRsPEF/Y6nHpXiGGOOaU7be6i/wBXKfT2PT8+grqK4jxJPHqv2Lw3p5FzfK6GS4GT9n29WyO/+epFdqilI1UsXIABY9T70AOooooAK57xr9oXwzPcW13PbSW7LJuhcqW/hwSO3zZ/AV0NYPjT/kUNR/3F/wDQhQBy3/CLWWpz2EWoa9ey39zbCWNJQXwuMnDHgDr3qnd2CaXoK3mieIL9oDdCBkRmiUMepxxz0rbtv+Rv8N/9gsf+gmsH/mQv+4v/AEoA9RtYWt7SGBpXlaONUMjnLOQMZPualoooAKKKKACiiigDmtHs/EUXiW+n1C636e27yk3Ag8jbgfw4H+T1rpa5nSNH1u08S317eagJbKUsUiDsc5Py/KeFwOK6agAooooAKT+M/Qf1paT+M/Qf1oAWiiigCG7kaKynkQ4ZI2YH3ArhbS+8XXfhxtaTU7RYFikl2GEbsJnP8OP4a7fUP+Qbdf8AXF/5GvOtN03WZPAj3UOs+VYi3nY2vkg5UFtw3e+D+dAF77d4u/4Rz+2v7TtPI8rzdnkjdj/vnFF3feLrTw4utPqdo0DRRy7BCN2Hxj+HH8VUf7N1n/hBPtX9s/6D9n3fZfJH3c9N1GpabrMfgRLqbWfNsTbwMLXyQMKSu0bvbI/KgD0i0kaWygkc5Z41Yn3Iqaq2n/8AINtf+uKfyFWaACiiigArlPEs93qc8OkW2k3xZbuGQ3LIBDtVgxO7P6Yrq6KOtw6HNaloOpa/LcQalfLb6ZkiK3tM7pPQyMf/AEEcVnWv9ubtJ0KSyuLf7FOrS3kPywywoDjkHq3GVrtqKED1PPrTTvF6eE5rGKHTFt2jmURSrIJyGLcdduTnj8K6OK8utF0HS4jpV3dOtukcq24UtGQo6gke/wCVb1FFw3dzmtChv7rWtV1i4s3sluI44reOcgvhQeWAPHJ6VQ03Q/Flle3d7Jc6NLd3JG+aRJGYKOijGAFHpiu0ooA5XVvD+u63aC3u9S0+MI4kjkhtHDo46EEycGrMVv4hvtEgt7t7O1u1YrM7xCcSAH5XVcgAnGef0roaKAOOi8O3WlX+hoLq5vkjupJJGMYCxZRyTgDjLN3J7U2PTdQ0mDSp3spbj7It0JY7cqzfvH+XAJGa7Oih6jvqclZ6BfzeG9AtzKbOe0kEspGN6DawwMgjPzDr71TvNOupbT+xdLsL5p7e5My6ndssSxyFixdSB8/UjAGOa7mim3d3F0OP0x9a8LWK2Nxo7X9vGWb7VZSBnckk8xtg557Gn6jLq11rmmXsfh+7MNmZCwaaEFt64HG+utopXA8+ubTW59F1SyXw/cCS7vDcIxmhwq7lOD83X5a1IpNX/wCEq/tI+HrlIWtBbEedDkHfuz97piutopp2/rysD1v/AF5hRRRSAr3FjbXcsMk8Su0LbkJ7H/OPyqxRRQAUUUUAY+q+F9K1i7S7uoZFukXYs8EzxPt9CVIyPrSxeGNGh0tNNjslW1SZZwgdsmQEEMWzknIHU1r0UAVE020j1KfUFhxdTxrFI+4ncq5wMZx3PasVvAPhtpixsGERfzDbCeQQls5z5e7b+GMe1dLRQBm6roGma3bRQX9qsiwndEVYo0Z/2WUgj8KZpHhzS9EkmmsrdvtE2BLPLI0kjgdizEnHt0rVooA5658EaBd3s11JZurTtvnjjndI5T6sgIU/lz3pZpLHwhbrDYaJqE0VzK8rJYQmUKxxknJ+UHsBxxXQUUegepztn4s+2XkNv/wj+vQeYwXzJ7Lai+7HPAo/4Qbw99pab7E21pPNMHnv5O/+95edufwroqKAMe48LaNc6HBo0tkDY2+DCnmNmMjoQ2dwP41HY+ENE0+7gvIbRmu4WLLcSzO8hJXacknnjjB4Hatyii4eRhaj4O0TU76S9ntpEuJVCzPBO8Xmj0baRn8alj8LaJDY3tlDYJHbXoAuIkZlDAKFGMH5eB2xWxRR0sHmZmp+H9L1i0htr61EiQEGIhmV4yOhVgQR+dM0jw1pWiTSz2du32mUYknmkaWRh6bmJOPYVrUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVQutE0u9mM1zp9tLKervECT+NX6KAKEui6ZNbw28thbvDDny4zGMJnrgVLZ6bY6eGFnZwW+77xjjCk/XHWrVFABRRRQAUUUUAcZ/wj/iOz1vUb7TbjTVF3KWBm3FwuTgfd4qx9m8cf8AP7pH/fLf/E11dFAHKaNoOsweJn1fU5bFi8Bib7NkEnIIJG0en8q6uiigAooooAKKKKAMTVvC2m6vOLl1kguxgi4gba/HT61nnwZPKpiuPEeqywEY8vzcZHvnOfyrq6KAM/SdE0/RYDFYwCPd95ycs31NaFFFABRRRQAVl+IrCbU/D95ZwY86RPkBPUgg4/StSigDiLe5163+ysfCSSXFtCIUmNwu4ADHBqtdWWtara2+mJ4cj063+0rM8izLgepx+P6V6BRQAUUUUAFFFFABRRRQBzWj+HL7T/Et9qU+oGaGfdsjySTkgjdnjjoMf/WrpaKKACiiigApP4z9B/WlpP4z9BQAtFFFAEc8Xn28sJOPMQrn0yMVyEfga7hsjZR+I7tbUqVMQT5cHORjd3ya7OigDjP+EGu/sX2L/hI7v7Lt2+Vs+XHpjdRJ4Gu5rIWUniO7a1ChREU+XAxgY3dsCuzooAjgi8i3ihBz5aBc+uBipKKKACimugfGS3HoxH8qb5Cesn/fxv8AGgCSio/IT1k/7+N/jR5Cesn/AH8b/GgCSio/IT1k/wC/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/wAaAJKKj8hPWT/v43+NHkJ6yf8Afxv8aAJKKj8hPWT/AL+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/xoAkoqPyE9ZP+/jf40eQnrJ/38b/ABoAkoqPyE9ZP+/jf40eQnrJ/wB/G/xoAkoqPyE9ZP8Av43+NHkJ6yf9/G/xoAkoqPyE9ZP+/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8AGgCSio/IT1k/7+N/jR5Cesn/AH8b/GgCSio/IT1k/wC/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/wAaAJKKj8hPWT/v43+NHkJ6yf8Afxv8aAJKKj8hPWT/AL+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/xoAkoqPyE9ZP+/jf40eQnrJ/38b/ABoAkoqPyE9ZP+/jf40eQnrJ/wB/G/xoAkoqPyE9ZP8Av43+NHkJ6yf9/G/xoAkoqPyE9ZP+/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8AGgCSio/IT1k/7+N/jR5Cesn/AH8b/GgCSio/IT1k/wC/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/wAaAJKKj8hPWT/v43+NHkJ6yf8Afxv8aAJKKj8hPWT/AL+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/xoAkoqPyE9ZP+/jf40eQnrJ/38b/ABoAkoqPyE9ZP+/jf40eQnrJ/wB/G/xoAkoqPyE9ZP8Av43+NHkJ6yf9/G/xoAkoqPyE9ZP+/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8AGgCSio/IT1k/7+N/jR5Cesn/AH8b/GgCSio/IT1k/wC/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/wAaAJKKj8hPWT/v43+NHkJ6yf8Afxv8aAJKKj8hPWT/AL+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/xoAkoqPyE9ZP+/jf40eQnrJ/38b/ABoAkoqPyE9ZP+/jf40eQnrJ/wB/G/xoAkoqPyE9ZP8Av43+NHkJ6yf9/G/xoAkoqPyE9ZP+/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8AGgCSio/IT1k/7+N/jR5Cesn/AH8b/GgCSio/IT1k/wC/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/wAaAJKKj8hPWT/v43+NHkJ6yf8Afxv8aAJKKj8hPWT/AL+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/xoAkoqPyE9ZP+/jf40eQnrJ/38b/ABoAkoqPyE9ZP+/jf40eQnrJ/wB/G/xoAkoqPyE9ZP8Av43+NHkJ6yf9/G/xoAkoqPyE9ZP+/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8AGgCSio/IT1k/7+N/jR5Cesn/AH8b/GgCSio/IT1k/wC/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/wAaAJKKj8hPWT/v43+NHkJ6yf8Afxv8aAJKKj8hPWT/AL+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/xoAkoqPyE9ZP+/jf40eQnrJ/38b/ABoAkoqPyE9ZP+/jf40eQnrJ/wB/G/xoAkoqPyE9ZP8Av43+NHkJ6yf9/G/xoAkoqPyE9ZP+/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8AGgCSio/IT1k/7+N/jR5Cesn/AH8b/GgCSio/IT1k/wC/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/wAaAJKKj8hPWT/v43+NHkJ6yf8Afxv8aAJKKj8hPWT/AL+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/xoAkoqPyE9ZP+/jf40eQnrJ/38b/ABoAkoqPyE9ZP+/jf40eQnrJ/wB/G/xoAkoqPyE9ZP8Av43+NHkJ6yf9/G/xoAkoqPyE9ZP+/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8AGgCSio/IT1k/7+N/jR5Cesn/AH8b/GgCSio/IT1k/wC/jf40eQnrJ/38b/GgCSio/IT1k/7+N/jR5Cesn/fxv8aAJKKj8hPWT/v43+NHkJ6yf9/G/wAaAJKKj8hPWT/v43+NHkJ6yf8Afxv8aAJKKj8hPWT/AL+N/jR5Cesn/fxv8aAJKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAqnqmqWWjafLf6hOILWLG9yCcZOBwOTye1XK4L4gW8EdvNf6jrNknkxZ0+wu4g0ZkHDMyZJlbnA4wueh60m7DSud1DMlxBHNGSUkUOu5SpwRkcHkfjWffeINK065W1uL1PtTEbbaIGWY554jQFiMDrivK9LPhzxZe2N9fxeH9B0+1w5to5YY5rmXvuxgqgPY8n8cjf8Z6y9v498P2i6haRCIvPl7V38gFCuXIcZB+b+7tAyTiqa1S7kp6P0O8s9Us7+5u7e2lMklpII5xsYBGIzjJGDx6Zq5XjOoXuhxrNaw6bFdxSpfG41O4so5rlpEPMiHcAVBb24HavVtCtIbHw/p9rbSeZDFbxqkmMbxtHP49aS2v/AF1/yG97f10/zNCmSyLDC8rnCIpZj7Cn1gTa7BcyatpUsUltdwwuUSXH76PacOnqP5fngA17K9t9Rsoby1ffBMu5GwRkfQ1YrjNE1+30jwloVv5clzeXMarDbQ4LsMnJ9gPU12fbpigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKilureCWGKaeKOSZtsSO4BkOM4UHqcelS15bZX8Nk89vbT6K819NfR3MUUAF2iqJnBdw+SMqOqjgik3ZXGlc9LlvbS3uIbea5hjnnJEMbyANJjrtB5P4U+WeKAKZpUjDMEUuwGWJwAM9ye1cl4bv7OxNvp9r4YnsppbaOaaWNLZFKdPMYrJkjOexPtXN3si3XiVfstnqtxp9tEJofMv78mV2LASqY1kKgBWAztyDkZFU1Z2EtVc9Vpks0UCb5pEjTIXc7ADJOAOfUkD8a4fQ51ufEMFnPZanbsYmnR31TUCpKFeCsyIGHze49RzWP401OO2MkV7JZx3rzRt9nh8RXJOVZWx5YQJHkDhjtAznPFLsCPU6K8+8MyXV3qyzpc6XebPnjtl1+S5e1RgAxIKNvbtndt7DGST6DTaFcKKKKQwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoorkoZdTj8ba7/Z9paTgxW2/7RdNDj5XxjEb5/SgDraZ5sfneT5iebt37Nw3bemcelY+rI8ugtdakRZXVrmaN7SQy+W4yFK5Vd5IONpHOSO9YmrW/karZ3V/LOZ9Ru1hIt7qeERWwBC5CMvO5gSWzgyEelHWw+h2rusaM7sFRRlmY4AHqai+1W+2FvtEWJziE7x+84z8vrwCeO1cdrFtqWi+Db+AST3M13M5ZnuJJlt4T23v833Bj/easS/j+1RxtJFFc3cVzcLax6mwmgeNZnBWOBQ0jsBt6KMBRhsAggWPS7y+tNPt/PvbqC2hBAMk0gRcntk8VXi1rTLiKGW2voLmOabyEa3fzQXxnGVz2BJ9Bya5vRZn8PeGhHa6TD5r3SIWS5QQTyyPsYgquVweCpjXGMAHGazv7Lvo9e+1eJLLTv7JuL5x9ndhOgd4wFkJZR3QKMgH5z+Ltr/Xl/mLp/XmeiUVyOiaZaWPgq+ubezgt3vIp5z5UIQlGLtGDgdArDA7VR0mHwidGsTN4b8yX7PHvf8A4R+V9x2jJ3CI5+vel1a7W/X/ACB/5neUV5/FBbTfDXX0gjkgt1lvWijQPAVAdiBtGCB/skexFZEtqPL1t5bi6uGXTUCi4jvIFO52GCs7uWHv0Hpmj+vwuD0V/wCt7Hq9Fcp4bsvsPiXVYv7L0/Ts2ts3lWLbkPzS8n5E5/Dt1rq6bDqFFFFIAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKhuraO7t3glaVUfqYpWjb8GUgj8DQA26vraye3S5lEZuJRFESDhnIJAz0GcHGep461Yril0nS0udTs9autQKWzfa4mm1W42mDghvv9UYEeowp7irWjWE9hpEmrONUubyRpJLe0lvpn2oxxGhVmIzjGSRkZPpR0uD3OnjnimMgilRzG2xwrA7WxnB9Dgjj3pYpY54lkhkSSNujIwIP4ivO7GeB7bTF1bXLTSpYmnu5JVuIVeS4aR0yFlB+UDfyR3GOlaHg+8tpNNggtvFcdxeNHII7OR4HCnJOdqKrnHXG6gDs5Z4bdVaaVI1ZggLsACxOAOe5JAAqSuG8YSa1Z6fZfatT051a+hYCPT5FK7G8wsf3x+VQhJ9h1HWuntYtZSdXvNQ0+W3AO5YbJ42PHHzGVgPyo6XBl6aeK3j8yeVIo8gbnYKMk4AyfUkD8akrjNSvLjUfCdzfyuTBPfwG1TaBtiE8aqffdgtz2YVtWt/cQ+JLrS72UOsqfabJtoB2DAdOOpU4OfRvahA9rmzRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABXG+J/Dc83iTR9Z0jTLeW8iud91K8ojyoTC7mwTj6A/SuyooA4bxrp/ijXvC9xp8Wk2BaR0P7nUCzcMD0eJB2/vCrur+Gmm8VaRqtnb4kEjfa5wygooiZVOD15PbNdZRR0sB5/Z+DJo9a0yza2l/s2xsbi3nupGQfaWl6lVDFhncx5A6V2umWEWlaXa6fA8jxW0SxI0hyxAGBk1bop30/rz/zDrf+v60CsjxB4ft9fshG7NDdRZNvcp96Jj/MHuO/5GteikBzXhPwlF4ethLcSC41FkCPNyQijoiZ6D+f6V0tFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQA2RmWJ2RC7BSQoIG4+nNc1caJdN4UtNMW3ie7k+SWbj/AEfzAfNdc85wzgY/vDtmunooC5kRWE0Xig3Sx4tRYLArZH3g5OMdemKiuPDyXuv3F/cTXCxPbxRILa8mhbKs5O7Yy5HzDGc9+nfcooD+v6+45nTfD9zb+Ixfyrst4oJYUD6lPds+5lIJEownC8gE9faql54Zmi155NK0uGOyNqiAQ6jLYLvDuTxCp3feHUfTvXY0UB3OU0bRtRtPFAvLi18u3+xvFu/tSa8+YupA/egFeAegxXV0UUdLB1uFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAFS+k1CNEOn2ttOxPzC4uGiAHsQj5/SsK1tPEltrWoaj/AGfpTfbEiXy/7RkGzYCOvkc5z6V1FFAGM9rqWoCF7+C0h+zyealvDcNIkzAfJuYxrtAbngHkA9sU6HRftC3Eurul1cXMRhdUBWOOM9UQdfq3UkA8YAGvRQBz19p2qy+HNQ053S7coEtpc7ZJF44fPG4eoOD6Co77R5muTbafaOtu2XkMtwEgdmdmJIXMshBZv3ZKoQSM10tFG4bHOXHh68Gj29naXsXnJcwzF5YsRRhCCFjiXAC/KAFz06sTyUuPDdzqkM1hq181xpjsGdN3724PBG5gFEaggfKg/hBLckHpKKAMZbLU49IvbCaWO7XyGS2m+7I+VICuMbcjj5gRn0Hetph8S2mlWds2k6XmKBIzu1JweFA5xAR+RP1roqKO/wDX9bgclDoWo3fhi90+7ghgnur2aR1+0ybFR5Cc5j2lxg/dO3PfFRXPgQSXKBdQuZraURpdC7uZZXaNDuKjLbcMQMgjjLY64rsqKNgbuYGg6GdM1S/ul0/T7CGdI40hsjkHYXO5vkXBO4cYPTrW/RRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABUN01yls7WkUUs4+6kshjU/VgrEfkamooA5y88Lf22Y5dcu/OmgbfbfZU8lbd+zrkszN9SVOB8taNjHrFvOIbye1vLbHFwFMUo9AyjKsfVgV/3a0qKAM/RbGXTtLjtZmRnV5GJQkj5nZh19jTNMtp9J0GOB4zcTQqx2QkZc5JABbAzz3IrTooAxbTS7i8uW1DWkiMzRNFHaI2+OBG+8CSBuZsDJwBjgdyW21pe2ynR7mA3mlyI0cdyku14kxjZIMgnjgOuSe4H3juUUBcwtc0/UdQgi060gs47HzIWaZ52DoEkViFjCYPCgD5h1rUuLC2urq1uZot01qxaF8kFSQVPTqCD0PFWaKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAazFRwjN9Mf1pvmP8A88JPzX/GpKKAI/Mf/nhJ+a/40eY//PCT81/xqSigCPzH/wCeEn5r/jR5j/8APCT81/xqSigCPzH/AOeEn5r/AI0eY/8Azwk/Nf8AGpKKAI/Mf/nhJ+a/40eY/wDzwk/Nf8akooAj8x/+eEn5r/jR5j/88JPzX/GpKKAI/Mf/AJ4Sfmv+NHmP/wA8JPzX/GpKKAI/Mf8A54Sfmv8AjR5j/wDPCT81/wAakooAj8x/+eEn5r/jR5j/APPCT81/xqSigCPzH/54Sfmv+NHmP/zwk/Nf8akooAj8x/8AnhJ+a/40eY//ADwk/Nf8akooAj8x/wDnhJ+a/wCNHmP/AM8JPzX/ABqSigCPzH/54Sfmv+NHmP8A88JPzX/GpKKAI/Mf/nhJ+a/40eY//PCT81/xqSigCPzH/wCeEn5r/jR5j/8APCT81/xqSigCPzH/AOeEn5r/AI0eY/8Azwk/Nf8AGpKKAI/Mf/nhJ+a/40eY/wDzwk/Nf8akooAj8x/+eEn5r/jR5j/88JPzX/GpKKAI/Mf/AJ4Sfmv+NHmP/wA8JPzX/GpKKAI/Mf8A54Sfmv8AjR5j/wDPCT81/wAakooAj8x/+eEn5r/jR5j/APPCT81/xqSigCPzH/54Sfmv+NHmP/zwk/Nf8akooAj8x/8AnhJ+a/40eY//ADwk/Nf8akooAj8x/wDnhJ+a/wCNHmP/AM8JPzX/ABqSigCPzH/54Sfmv+NHmP8A88JPzX/GpKKAI/Mf/nhJ+a/40eY//PCT81/xqSigCPzH/wCeEn5r/jR5j/8APCT81/xqSigCPzH/AOeEn5r/AI0eY/8Azwk/Nf8AGpKKAI/Mf/nhJ+a/40eY/wDzwk/Nf8akooAj8x/+eEn5r/jR5j/88JPzX/GpKKAI/Mf/AJ4Sfmv+NHmP/wA8JPzX/GpKKAI/Mf8A54Sfmv8AjR5j/wDPCT81/wAakooAj8x/+eEn5r/jR5j/APPCT81/xqSigCPzH/54Sfmv+NHmP/zwk/Nf8akooAj8x/8AnhJ+a/40eY//ADwk/Nf8akooAj8x/wDnhJ+a/wCNHmP/AM8JPzX/ABqSigCPzH/54Sfmv+NHmP8A88JPzX/GpKKAI/Mf/nhJ+a/40eY//PCT81/xqSigCPzH/wCeEn5r/jR5j/8APCT81/xqSigCPzH/AOeEn5r/AI0eY/8Azwk/Nf8AGpKKAI/Mf/nhJ+a/40eY/wDzwk/Nf8akooAj8x/+eEn5r/jR5j/88JPzX/GpKKAI/Mf/AJ4Sfmv+NHmP/wA8JPzX/GpKKAI/Mf8A54Sfmv8AjR5j/wDPCT81/wAakooAj8x/+eEn5r/jR5j/APPCT81/xqSigCPzH/54Sfmv+NHmP/zwk/Nf8akooAj8x/8AnhJ+a/40eY//ADwk/Nf8akooAj8x/wDnhJ+a/wCNHmP/AM8JPzX/ABqSigCPzH/54Sfmv+NHmP8A88JPzX/GpKKAI/Mf/nhJ+a/40eY//PCT81/xqSigCPzH/wCeEn5r/jR5j/8APCT81/xqSigCPzH/AOeEn5r/AI0eY/8Azwk/Nf8AGpKKAI/Mf/nhJ+a/40eY/wDzwk/Nf8akooAj8x/+eEn5r/jR5j/88JPzX/GpKKAI/Mf/AJ4Sfmv+NHmP/wA8JPzX/GpKKAI/Mf8A54Sfmv8AjR5j/wDPCT81/wAakooAj8x/+eEn5r/jR5j/APPCT81/xqSigCPzH/54Sfmv+NHmP/zwk/Nf8akooAj8x/8AnhJ+a/40eY//ADwk/Nf8akooAj8x/wDnhJ+a/wCNHmP/AM8JPzX/ABqSigCPzH/54Sfmv+NHmP8A88JPzX/GpKKAI/Mf/nhJ+a/40eY//PCT81/xqSigCPzH/wCeEn5r/jR5j/8APCT81/xqSigCPzH/AOeEn5r/AI0eY/8Azwk/Nf8AGpKKAI/Mf/nhJ+a/40eY/wDzwk/Nf8akooAj8x/+eEn5r/jR5j/88JPzX/GpKKAI/Mf/AJ4Sfmv+NHmP/wA8JPzX/GpKKAI/Mf8A54Sfmv8AjR5j/wDPCT81/wAakooAj8x/+eEn5r/jR5j/APPCT81/xqSigCPzH/54Sfmv+NHmP/zwk/Nf8akooAj8x/8AnhJ+a/40eY//ADwk/Nf8akooAj8x/wDnhJ+a/wCNHmP/AM8JPzX/ABqSigCPzH/54Sfmv+NHmP8A88JPzX/GpKKAI/Mf/nhJ+a/40eY//PCT81/xqSigCPzH/wCeEn5r/jR5j/8APCT81/xqSigCPzH/AOeEn5r/AI0eY/8Azwk/Nf8AGpKKAI/Mf/nhJ+a/40eY/wDzwk/Nf8akooAj8x/+eEn5r/jR5j/88JPzX/GpKKAI/Mf/AJ4Sfmv+NHmP/wA8JPzX/GpKKAI/Mf8A54Sfmv8AjR5j/wDPCT81/wAakooAj8x/+eEn5r/jR5j/APPCT81/xqSigCPzH/54Sfmv+NHmP/zwk/Nf8akooAj8x/8AnhJ+a/40eY//ADwk/Nf8akooAj8x/wDnhJ+a/wCNHmP/AM8JPzX/ABqSigCPzH/54Sfmv+NHmP8A88JPzX/GpKKAI/Mf/nhJ+a/40eY//PCT81/xqSigCPzH/wCeEn5r/jR5j/8APCT81/xqSigCPzH/AOeEn5r/AI0eY/8Azwk/Nf8AGpKKAI/Mf/nhJ+a/40eY/wDzwk/Nf8akooAj8x/+eEn5r/jUnaiigAooooAKKKKACiiqWr3b2Gi395EAZLe3klUN0yqkj+VJuyuVGLlJRXUu0V41pPifx1rtw8Wn3m/YMuxgiVUHuStW9X1b4gaNbfari/jkts4M0EcLqD7/AC8VzrFRa5rOx6ryeop+zdSN+13/AJHrVFcr4A1y+17w9Jc6hIsk8dw0W8KF3AKp5A4/irqq3hJSipI82vRlRqOnLdBRRRVGQUUUUAFFZ2r65p2hQRTajO0SSv5abYnkLNgnACgnoDT9K1ey1q2a4sJJHiV9hLwvGc4B6MAe4oAvUVkat4n0bQ50h1G9WGV13hAjOQvTcdoO0e5wKdqXiXR9Jgt5ry+RUuRmHy1aQyDGcqFBJGO+MUAatFVrC/tNTso7yynSe3lGUkQ8H/6/tSXWo2tlcWsFxLslu5DHCu0ncwBOOBxwD1oAtUUVlSeJNIisru8kvVS3tJ2t5nZWG2QcFQMZY89s5oA1aKzLLxFpOoabNqFvexm1gz5zuCnl45O4MAR+Ipuk+JNI1wyjT7wStEAzqyNGwB6HDAHHv0oA1aKxtO8VaHq181nY6hHNOASFCsA4HUqSMNj/AGSaB4r0NtX/ALKGoxm83+Vt2tt3/wBzfjbu9s5oA2aKKxrnxZodnqv9mz6hGl1uVCu1iqsegZgNqk+hIo8gNmiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACikJwCQCcdh3rIt9ZurvUJbWPTGh+zqrT/aZlDANnG0JvDdD1IoA2KKy9P1aW9+yM9hLHFdW6zRyqd6gkZKtx8p54J4PseK1KGrAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFU9R1KHTYo2kSSWSVxHFFEuXkbrgdB0BOSQOKqp4htPsd5cTxz27WZCzwyoPMUn7uApIOcjGCc0Aa1FZUGvW7m4W5huLGS3i890uVAPl/3htJBHHrkU208QQ3N1DBJaXdqbhC8DXCKFlA5OMEkHHODg4oA16KxYfE1rNLBi2u0triTyoLt0AikbtjncM9iQAamvNbjs9USza3uJF8oySSQwSS+XzhQQink/N1x0oA1KKyoPEWn3IBhW+dSxUMNPnxkHB52Y4NMu/EdraTzoYLqSG2YLcXMaAxwk/3ucnAIJwDjPNAGxRVG/wBTFjJbRpaz3UtyxWNICmeBknLMo6e9Vn1uWBovtOj38EcsqRCR2hIBYgDO2QnqfSgDXorMvdZjtLv7JFaXV5cLH5rx2yqSi9iSxA5wcDqcdKVtdsRpUGoK7vFcYEKIhLyMf4QvXPB+mDQBpUVQudUWz0eTUrm2njWNC7QkKZB7cHGfxqL+1bzGf7A1H/v5b/8Ax2gDUoqrp1/Hqenw3kSOkcoyFkA3DnHOCR+tV9Y1ZtItmuDY3FxGq5Z42QKpzgZywPfsDQBpUVkvqd/FOls+nRNctA8wSK5yp2so2hmUckN3x0/GtG2nFzbRziOWLeudkqbWX2I9aAJaKKKACiiigAooooAKKKKACiiigAooooAKKKiubiK0tpbmdwkMSl3Y9gOtAEtFZNrr0dzcJA9leW0ksZlgE6KPOA64wxweRw2DTJPEDwSW6XGjajCJ5VhRmMJG4/SQn1PTtQBs0VizeJrSGSUm2u3tYZfJlu1QeUjZwc87iAeCQCBWjqF9FpunXF7MrtFBGZGCAEkD0zR0uHWxZoqjLqsEV5a2ipLLPcjcEjAOxO7tzwvb3PTNZ3/CVQCGS5fT79bKKVonuiqFFKttJIDlsZHXFAG/RR1GRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVl+JP+RW1f8A68pv/QDWpVLV7V7/AEW/s4iBJcW8kSk9MspA/nUy1izSk0qkW+6PJ0s70/CqNtPR9klzJLeFWAyi8DPqOBxSfD6zvbhdTDI7aVLbSRTfN8u/GRx64PWrlro/j2y0CbRItNhazlDKd0sW4BuuDvpNH0fx7oenXFjZaZEsU5JYtLEWBIxx89eeovmi7PRdj6qdWLpVIKpC8pXXvLb/ADXQ6D4T/wDIrXX/AF+v/wCgJXd1yvgDQ77QfD0ltqEaxzyXDS7AwbaCqjkjj+Guqrtopqmkz53MJxnipyi7q4Vyvi9rh9R8PWkF9dWiXV40crW8mxmXy2OP0/w5rqq5/wAS+Hf+EgudJ8wRNa2tyZZ0kYgspQgbcd8kHqK0fT5HJ3OQ1G+1LTtH8T6ZDqt7IthdWot7p5iZkEhUspfqce/rV86Vdnxfe6N/wkOtfYzYLdn/AEr5xJvK8NjKr3wMCuni8K6JDpEmlR2IFnJIJZE8x8u4IIJbO4nIHU9qvf2ZZ/2m+o+T/pbw/Z2k3HlM5xjOOvfGab2/rtb89Rf1+P8AkcNpoufE3h7wrPNry2Wpo0rxs0SyPOVDISAxxkDk8HrWlpGu+IHtL62Szh1e7sL5rV5jMLYSKFBDY2kZ5wQK2X8KaJJo8GlPYg2duxaFPMfdGSSch87geT3q9pul2Wj2S2en26wQKSdq5OSepJPJPuab3bDov67nLWLF/GPiZryNY5W0+2Oxm3BV2vuGe4z3qv4UEjeDNEFm+mpr32P9ybxdzCHdzgKQ2MY6cdK6bVvDOja5NHNqNks0iLsDh2Qlf7pKkZHscijUfDWj6tDbxXlijLbDbAY2aMxjGMAqQQMdulLp/Xn/AJg9/wCvL/IzPh+VHhySMqRcR3k6XJ3ZVpd53FeB8p7DtUviS6ng1zw1HFPJHHNessqo5AdfLY4Ydxn1q5JoTQWdvZ6NfyaTbwAjy7aGNg2fXerc9ee+eadBoYP2aTU7ubUbi1mM0E0qrGYyV24xGFB4J6g9aO3lb8A7+dzjrC61C21mxuNR1LUA11fNHHdQzLcWNyhJ2xhA37s4GAcdQeapxY+2Q+Z/qf8AhMJd2emdp2/riu6h8KaHb6it/FYKs6yGVRvYornqypnaD7gVI/hvSJbG7s5LJHt7udriZGZjukPJYHOQeB0xjtRHS39dU/0HLW/9dH/mcB4p3fa/G23/AFG3T/Nx0+8M5/DrXQarbC9+IMNrE+wT6JPG7J1ClwAfzPFdDZeHtJ0/TptPtrKMWs+fORyX8zPB3FiS34mm6R4c0nQWkbTbMQtKAHcuzsQOgyxJA9ulFls/60sF3uv62/yOLW21iy1bwbo93BYo9lIwWS3mZ3kjWMgsVKjapGM8nJqvrmm6xo2gro3lWUkU2rJJa3AmbznZpd4Gzb94c5O7oK7+w0DS9Mvbi8tLNEurhiZZmYu7ZOSMsSQPYcULoGlrrLav9jRr9hjznYsV4x8oJwvHoBTT1Tfr+X+Qns1/XX/M0q8vutn/AAr/AMbb8ed/aU+7PXduTb/TFdrNo+rSXEkkfie9iRmJWNba3IUegJjJ/M0658J6HeaoNSuNPjkuwVYuWYKzL0LKDtYj1INTb8f+AO9vvuSalb3V34XuIIZpYbx7QhJI3Kusm3ggjpzXnn/CaX+0699pkGnGx+w7Nx2/a/J83dj13fJmvTk020j1OXUlhxdyxLE8m48qpJAxnHc1R/4RbRf7M/s37An2MT/aPK3NjzN27Oc569unbpTerd+v9fk/vEtEvL+vzRy16LpTp2kSalrVzdw6YJJrewkCSb+nmyTM65GcgLVe28R31no/hrxLqF3I1tLBLb3ilsIzYJRyvTcSmM/7VdnqnhrR9Zuorm/slmmjXYr72Uleu07SNw9jkUjeF9GfQU0N7INpqEFYDIxxht3XOevvQ9b/ANd/0YLS39diPwlFeR+GLF9Qmlmu508+UyuWILndt56AAgY9q26QAAAAYA6UtN76CV7ahRRRSGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAyZBJBIhjSQMpGx/ut7Hg8fhXCwaPbLr2pPeWGgWVtBHA0iSW4mQKd2SrHYFJxz8p7V3tUINF0+3cyCAyyF1k33EjTMGHAILkkYycY9aA6HI+HItPZbO5ax0+3t7ef7OkxtVM1xKT8h+7lBgqcnk9eB172qUmk2UuoJfNB/pCEEMHYAkAgEqDhiASASDjtV2nfQOoUUUUgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooApape2unWou7lN7I2IlVQXZzwFX3PSud1Ozmt9CuNQvWT7VNd29xchDlY41dcL7hVHJ+prqLuxtL+IRXlrBcxg7gs0YcA+uDUdtpWnWQkFpYWsAkGJBFCq7x6HA5oXcDKkktrjxfkmOSGLTW84kgqAzgjPbkKTS2J/tvUotUYBbGBWWzQjBkLcNIR2BHCj0JPcVqw6bYW1vJbwWVtFDLnzI44lVXzwcgDBqGDQtItplmt9KsYpUOVeO3RWH0IFAGchj1vUIVtwiaVYS5BAAE0q8AL/sKe/cjHaqck7Ra1crDc61bW7je8kOnM5eXcQRloW4ChQMcYHettfD2ipIsiaPp6up3BhbICD65xWlQBxOgXYjsULalrmBcSkxpppZG/eN1IgJ574PBJ6dpNehvdN0/Vo4JbQ2+pFmjWQt53mOoUoqY+bJxjkYyeuK6mxso7C28iJnK73fLHnLMWP6mnGztWu1u2toTcqu0TFBvA9N3XFD1GnY5zWY2W90Gy8i6uXjSRnS1m8uTCoFzu3LgZYd+arX8GxrFv7N1mD/TYPnutQ82MfvF6r5zZ/Kuoj0+FNTm1Al3nkQRjcchFHZfTJ5PrUdzpf2u7jmmvLkwxyLItsAgj3LyDnbu68/ep31T8/1JtpbyK+q3xt51s7BIzql0vykjiNB/G5/ujPA7nj1rH1DS4bS78N2X2qWGzjMsZlSTYzSFePmHQt83TB54ro7vSNMv5RLeadaXEgG0PNArkD0yRThplgLL7ELG2Fp/zwES7Oufu4x1pFHK3M0j+EvEUH2l7mC2laKCaRt5K4UkFv4sEkZ9q3xBru3/AJCOndP+fB//AI9Vi70q1utIl0wJ5FrImzbAAm0e3GBUH9gWeP8AXaj/AODK4/8Ai6GIh8J5/wCEWsMkE7DnA/2jWd43sRPpU8/9m2ExWNR9pmP72P5hwo2HI5/vDqa6HTrCLTNPhsoGdo4hhTIcsec8mkvdNttQ8v7SJWVDkIszqp5B+ZVIDdO+ab1YHF6hZafYatZWw0/RL29cvEYIrNYUTft2NJktjBBx3OcAGus0KK2t9PNvbGAtDIyTGCAQoZB97CgY9B36dasvptk9pLam1iEErFnRUCgsTndx3zznrnmn2dnBYW4gt1ZYwxb5nLkknJJLEkkk9zQnoDJ6KKKQBRRRQAUUUUAFFFFABRRRQAUUUUAFQ3VzFZ2ktzOSIYkLuQpbAHXgc1NRQBzAIHi3TZhem/juYZWiDbf9HXAO5doAIPC5OT0561cQ/wBpeKXfrb6Ymwehncc/98pgf8DNaVrp1jZO72lnb27SffMUSoW+uBzUsUEUG/yokj3sXbYoG5j1J9T70AYV8Y9XuX0a1CJZxSBr6UAAE53eWvqx/iPYH1NWPFf/ACKWq/8AXq/8qsS6Bo08ryy6RYSSOSzO9shLE9STjmrskEMsDQSRI8LLtMbKCpHpjpih7WGnrc5vRhJo+qmDUJFlk1FVkiu9uNzKvMXsB1UehPesRrdx4Q1K5fU5FhS6uG+xuE8uTErHYSAH+bHZu9d9LbQTqiywxyLGwdA6AhWHQj0IqquiaSlz9pXS7JZ92/zRboG3eucZzT6iWiLkTF4Y2KbCVBK+ntT6KKTBBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGDrRu5tZsLKDULizje3nlcwBNzFWiA+8rcfO1Q/2Vff9DHqv/kD/AONVY1H/AJGnTf8Aryuv/Q4KuV0p2hHRfcu7MWryZl/2Vff9DHqv/kD/AONUf2Vff9DHqv8A5A/+NVqUUc3kvuQcv9XZl/2Vff8AQx6r/wCQP/jVH9lX3/Qx6r/5A/8AjValFHN5L7kHL/V2Zf8AZV9/0Meq/wDkD/41R/ZV9/0Meq/+QP8A41WpRRzeS+5By/1dmX/ZV9/0Meq/+QP/AI1R/ZV9/wBDHqv/AJA/+NVqUUc3kvuQcv8AV2Zf9lX3/Qx6r/5A/wDjVH9lX3/Qx6r/AOQP/jValFHN5L7kHL/V2Zf9lX3/AEMeq/8AkD/41R/ZV9/0Meq/+QP/AI1WpRRzeS+5By/1dmX/AGVff9DHqv8A5A/+NUf2Vff9DHqv/kD/AONVqUUc3kvuQcv9XZl/2Vff9DHqv/kD/wCNUf2Vff8AQx6r/wCQP/jValFHN5L7kHL/AFdmX/ZV9/0Meq/+QP8A41R/ZV9/0Meq/wDkD/41WpRRzeS+5By/1dmX/ZV9/wBDHqv/AJA/+NUf2Vff9DHqv/kD/wCNVqUUc3kvuQcv9XZl/wBlX3/Qx6r/AOQP/jVH9lX3/Qx6r/5A/wDjValFHN5L7kHL/V2Zf9lX3/Qx6r/5A/8AjVH9lX3/AEMeq/8AkD/41WpRRzeS+5By/wBXZl/2Vff9DHqv/kD/AONUf2Vff9DHqv8A5A/+NVqUUc3kvuQcv9XZl/2Vff8AQx6r/wCQP/jVH9lX3/Qx6r/5A/8AjValFHN5L7kHL/V2Zf8AZV9/0Meq/wDkD/41R/ZV9/0Meq/+QP8A41WpRRzeS+5By/1dmX/ZV9/0Meq/+QP/AI1R/ZV9/wBDHqv/AJA/+NVqUUc3kvuQcv8AV2Zf9lX3/Qx6r/5A/wDjVH9lX3/Qx6r/AOQP/jValFHN5L7kHL/V2Zf9lX3/AEMeq/8AkD/41R/ZV9/0Meq/+QP/AI1WpRRzeS+5By/1dmX/AGVff9DHqv8A5A/+NUf2Vff9DHqv/kD/AONVqUUc3kvuQcv9XZl/2Vff9DHqv/kD/wCNUf2Vff8AQx6r/wCQP/jValFHN5L7kHL/AFdmX/ZV9/0Meq/+QP8A41R/ZV9/0Meq/wDkD/41WpRRzeS+5By/1dmX/ZV9/wBDHqv/AJA/+NUf2Vff9DHqv/kD/wCNVqUUc3kvuQcv9XZl/wBlX3/Qx6r/AOQP/jVH9lX3/Qx6r/5A/wDjValFHN5L7kHL/V2Zf9lX3/Qx6r/5A/8AjVH9lX3/AEMeq/8AkD/41WpRRzeS+5By/wBXZl/2Vff9DHqv/kD/AONUf2Vff9DHqv8A5A/+NVqUUc3kvuQcv9XZl/2Vff8AQx6r/wCQP/jVH9lX3/Qx6r/5A/8AjValFHN5L7kHL/V2Zf8AZV9/0Meq/wDkD/41R/ZV9/0Meq/+QP8A41WpRRzeS+5By/1dmX/ZV9/0Meq/+QP/AI1R/ZV9/wBDHqv/AJA/+NVqUUc3kvuQcv8AV2Zf9lX3/Qx6r/5A/wDjVH9lX3/Qx6r/AOQP/jValFHN5L7kHL/V2Zf9lX3/AEMeq/8AkD/41R/ZV9/0Meq/+QP/AI1WpRRzeS+5By/1dmX/AGVff9DHqv8A5A/+NUf2Vff9DHqv/kD/AONVqUUc3kvuQcv9XZl/2Vff9DHqv/kD/wCNUf2Vff8AQx6r/wCQP/jValFHN5L7kHL/AFdmX/ZV9/0Meq/+QP8A41R/ZV9/0Meq/wDkD/41WpRRzeS+5By/1dmX/ZV9/wBDHqv/AJA/+NUf2Vff9DHqv/kD/wCNVqUUc3kvuQcv9XZl/wBlX3/Qx6r/AOQP/jVH9lX3/Qx6r/5A/wDjValFHN5L7kHL/V2Zf9lX3/Qx6r/5A/8AjVH9lX3/AEMeq/8AkD/41WpRRzeS+5By/wBXZl/2Vff9DHqv/kD/AONUf2Vff9DHqv8A5A/+NVqUUc3kvuQcv9XZl/2Vff8AQx6r/wCQP/jVH9lX3/Qx6r/5A/8AjValFHN5L7kHL/V2Zf8AZV9/0Meq/wDkD/41R/ZV9/0Meq/+QP8A41WpRRzeS+5By/1dmX/ZV9/0Meq/+QP/AI1R/ZV9/wBDHqv/AJA/+NVqUUc3kvuQcv8AV2Zf9lX3/Qx6r/5A/wDjVH9lX3/Qx6r/AOQP/jValFHN5L7kHL/V2Zf9lX3/AEMeq/8AkD/41R/ZV9/0Meq/+QP/AI1WpRRzeS+5By/1dmX/AGVff9DHqv8A5A/+NUf2Vff9DHqv/kD/AONVqUUc3kvuQcv9XZl/2Vff9DHqv/kD/wCNUf2Vff8AQx6r/wCQP/jValFHN5L7kHL/AFdmX/ZV9/0Meq/+QP8A41R/ZV9/0Meq/wDkD/41WpRRzeS+5By/1dmX/ZV9/wBDHqv/AJA/+NUf2Vff9DHqv/kD/wCNVqUUc3kvuQcv9XZl/wBlX3/Qx6r/AOQP/jVH9lX3/Qx6r/5A/wDjValFHN5L7kHL/V2Zf9lX3/Qx6r/5A/8AjVH9lX3/AEMeq/8AkD/41WpRRzeS+5By/wBXZl/2Vff9DHqv/kD/AONUf2Vff9DHqv8A5A/+NVqUUc3kvuQcv9XZl/2Vff8AQx6r/wCQP/jVH9lX3/Qx6r/5A/8AjValFHN5L7kHL/V2Zf8AZV9/0Meq/wDkD/41R/ZV9/0Meq/+QP8A41WpRRzeS+5By/1dmX/ZV9/0Meq/+QP/AI1R/ZV9/wBDHqv/AJA/+NVqUUc3kvuQcv8AV2Zf9lX3/Qx6r/5A/wDjVH9lX3/Qx6r/AOQP/jValFHN5L7kHL/V2Zf9lX3/AEMeq/8AkD/41R/ZV9/0Meq/+QP/AI1WpRRzeS+5By/1dmX/AGVff9DHqv8A5A/+NUf2Vff9DHqv/kD/AONVqUUc3kvuQcv9XZl/2Vff9DHqv/kD/wCNUf2Vff8AQx6r/wCQP/jValFHN5L7kHL/AFdmX/ZV9/0Meq/+QP8A41R/ZV9/0Meq/wDkD/41WpRRzeS+5By/1dmX/ZV9/wBDHqv/AJA/+NUf2Vff9DHqv/kD/wCNVqUUc3kvuQcv9XZl/wBlX3/Qx6r/AOQP/jVH9lX3/Qx6r/5A/wDjValFHN5L7kHL/V2Zf9lX3/Qx6r/5A/8AjVH9lX3/AEMeq/8AkD/41WpRRzeS+5By/wBXZl/2Vff9DHqv/kD/AONUf2Vff9DHqv8A5A/+NVqUUc3kvuQcv9XZl/2Vff8AQx6r/wCQP/jVH9lX3/Qx6r/5A/8AjValFHN5L7kHL/V2Zf8AZV9/0Meq/wDkD/41R/ZV9/0Meq/+QP8A41WpRRzeS+5By/1dmX/ZV9/0Meq/+QP/AI1R/ZV9/wBDHqv/AJA/+NVqUUc3kvuQcv8AV2Zf9lX3/Qx6r/5A/wDjVH9lX3/Qx6r/AOQP/jValFHN5L7kHL/V2Zf9lX3/AEMeq/8AkD/41R/ZV9/0Meq/+QP/AI1WpRRzeS+5By/1dmX/AGVff9DHqv8A5A/+NUf2Vff9DHqv/kD/AONVqUUc3kvuQcv9XZl/2Vff9DHqv/kD/wCNUf2Vff8AQx6r/wCQP/jValFHN5L7kHL/AFdmX/ZV9/0Meq/+QP8A41R/ZV9/0Meq/wDkD/41WpRRzeS+5By/1dmX/ZV9/wBDHqv/AJA/+NUf2Vff9DHqv/kD/wCNVqUUc3kvuQcv9XZl/wBlX3/Qx6r/AOQP/jVH9lX3/Qx6r/5A/wDjValFHN5L7kHL/V2Zf9lX3/Qx6r/5A/8AjVH9lX3/AEMeq/8AkD/41WpRRzeS+5By/wBXZl/2Vff9DHqv/kD/AONUf2Vff9DHqv8A5A/+NVqUUc3kvuQcv9XZl/2Vff8AQx6r/wCQP/jVH9lX3/Qx6r/5A/8AjValFHN5L7kHL/V2Zf8AZV9/0Meq/wDkD/41R/ZV9/0Meq/+QP8A41WpRRzeS+5By/1dmX/ZV9/0Meq/+QP/AI1R/ZV9/wBDHqv/AJA/+NVqUUc3kvuQcv8AV2Zf9lX3/Qx6r/5A/wDjVH9lX3/Qx6r/AOQP/jValFHN5L7kHL/V2Zf9lX3/AEMeq/8AkD/41R/ZV9/0Meq/+QP/AI1WpRRzeS+5By/1dmX/AGVff9DHqv8A5A/+NUf2Vff9DHqv/kD/AONVqUUc3kvuQcv9XZl/2Vff9DHqv/kD/wCNUf2Vff8AQx6r/wCQP/jValFHN5L7kHL/AFdmX/ZV9/0Meq/+QP8A41R/ZV9/0Meq/wDkD/41WpRRzeS+5By/1dmX/ZV9/wBDHqv/AJA/+NUf2Vff9DHqv/kD/wCNVqUUc3kvuQcv9XZl/wBlX3/Qx6r/AOQP/jVH9lX3/Qx6r/5A/wDjValFHN5L7kHL/V2Zf9lX3/Qx6r/5A/8AjVH9lX3/AEMeq/8AkD/41WpRRzeS+5By/wBXZl/2Vff9DHqv/kD/AONUf2Vff9DHqv8A5A/+NVqUUc3kvuQcv9XZl/2Vff8AQx6r/wCQP/jVH9lX3/Qx6r/5A/8AjValFHN5L7kHL/V2Zf8AZV9/0Meq/wDkD/41R/ZV9/0Meq/+QP8A41WpRRzeS+5By/1dmX/ZV9/0Meq/+QP/AI1R/ZV9/wBDHqv/AJA/+NVqUUc3kvuQcv8AV2Zf9lX3/Qx6r/5A/wDjVaegXM154c0u6uH3zTWkUkjYA3MUBJ49zS1D4X/5FLRf+vCD/wBFrSm7wv5/5jjpI1qKKK5zUw9R/wCRp03/AK8rr/0OCrlU9R/5GnTf+vK6/wDQ4KuV0fZj6fqzL7T/AK6BRRRSGFFYPirUbjTbKCS2voLRmk2lpkZgRg8fKrVm+GdbvdQ1UwXGrWd0nllvLhidWzxzkoB+tK+tgsdhRRRTAKKKztW1qDSDaiaG4la5k8qNYE3Etgnpn2ppNuyE3bVmjRWCfFtgulXd/JBdx/ZJFjnt3jAlQkjHGcd88GmHxfbC4mtv7M1T7VGu8QfZvndP745xj6kGr9lPsTzxOhorktc8SB9O0e5sNQezgvpjumEAkZUCsSNpB5yAOla/h64F1pvnrqx1NWc4maJYyvT5SoAx+IzzTdKUY8zBTTdka1Fc1fXWq3+u3tjp9+tlHY26SM3krIZHfJAO7ouF7c81Cuq3+q6FpuprqdrpNpJFuuZ3Clt+cBV3/KBnPXnpQqTte/8AT2+8HNJ2/rp/mdXRWR4avrvUdFjuLzDSb3VZQm0TIGIVwO2RzT9VvWtb/SoluJIhcXBjKrErCT5CcEk5UcZyM1Lg1LlGpJx5jUorDg8U2U93HEsF2IJZjBFdmP8AdO44wDnPUEZIxxWQ2vam0VxbxXCi4m1lrGGVowfKjAznHQkAHrVKjNuwnOKV/wCv60OzorjZ/EGo6Rba5a3EyXl1YrE0E7RhN/mcDcBxwfTrVmPUNT0jVnsb+8GoB7J7qNvJWNlZDyvy8EHP1pujK1/6el/yBTV7f12OporjNN1nU0fRLu71GG6g1c7TAsSr5BKlhtI5ODwc5qI+INUSzk1x7+EWsd8bdrDyl4QPs+997fj5vT2p/V5Xtf8A4faxPtY2udxRRXFXms6wbbV9Yt7xI7XTbloltDCCJVTG4s3UE5OMelZwg5uyLlLlR2tFQvdRR2TXcjbIVj8xmPZcZrKtPE9rdttNreW+6A3ERniCiZBySuCfbg4PNJQk72Wwcy08zborAsPFtlfz2cYtb6BLxc28s8O1JDjO0HJ5/Q9iacfFdh9tMHlXRhE/2c3Yi/ciTONu7OevGcY96r2U07WFzxte5u0VhXniuws7uaFobuSK3YLcXMUW6KEnsxz7jOAcZrS1LUYdL0yfUJg7wwpvYRgEke2SKXJJW03HzK9i3RWFF4ot55pLdbG/S4EJmhjlhCGdR3TJ9xwcGpPC+sXGuaHFe3NsYZGJBwMK2CeV5Jx257g03SkldiU4t2Rs0UUVmWFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRTZN3ltsALYOAW2gn69q4WJmsvEs8F3BpbXCxxG2W+1WSRkLbgfKaSMtk8ZAx0HWtIU+e9uhE58tjvKK47Qzcwvo5MVrFJJAISEvn3SogwS0flYyvY5HJxnnnsaKkOR2CMuYKKKKzLCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKpaja3F4kMUNy1vF5mZzGSrsmD8qkdMnHPpmude7ubSw1WO1vJnthdRW1tPI5kdGdlV8M2S2CeCc85HatIQ5tnr/SJlK2519Fc8sV1YavJp9ndzOs9k8sZupWl8uRWC5ycnB3DjpxTYoJrDXrG2t766uJHid7xZ5mdduPlfB4QluABjjPHFHIu4ub+vu/zOjormJba7sLrTCdRuJtSuLgeanmsYmj6vhOihR0OAc45OaS/mWXXDNNdalaSQo0cCWloZiUJ+Z2HluBkrgdOFz3pqld6MHOx1FFchpGoTXkaNNq+uGQzugA00bCA5UZbyMDgDPIxz0pNQunZNdvZNTmtrnT5CLeITFUACBl3J0fcSeufQYxT9i07P9RKomro7Ciuc1m4kn/sbbFeOtwzM8FpceS7Dyyeu9eAcd6p3SyWzWkkdhrlqTdwKZLjUfMTBkUEFfObORx0PWiNK9rv+vvE6mjaR19FZGp2TTTS3N5qE1vYQw5CwTNEQ3JZmZcE8YwOnWsiXVNRTR9FtZTcm7vt29oUHnFFGeM4CsRtyTjGTUxp8y0ZblZ6nXUVzV7qEZ8G6k1pJdwS2sbo4nkbzonHPLZJzgg5BPBGKZ53hbH/ACMP/ldl/wDjtNUuuv3E851FFZXhqVp/DtnK8ryllP7x3LFhk45PWs3xml2NKmuYVAjiiyZBfywkc85RRtcY/vH1pKnefINy93mOnorh42FzewR2VjobWhtp4ilpqB8ofNGzZKxfK3Q/rxXT6FLJPpEDyOkgxhJFnMu9R0JYoufy98nNOdJxVxRnd2NGiiisjQKKKKACiiigAooooAKKKKACiiigAooprhzGwjYK5B2lhkA/SgB1FYWhteLqur293evdGF4grMoUDKZICjgDJ/8Armn+JvtLWFulsl42+5QSfY2KybOSeQRjpjOR1q+T3lG/b8Sb6Nm1RWP4fktmhuI4Wv1ljk2zRX0rPJGcAjqTwRzwcVmabf3UXjXUoZ7iR7SebyYUZiRE6xI+B2G4Mx/4DVKm22l0VyXOyT7ux1dFclZ6hdXnjeZhcSfYfs00cMQc7CY3QF8dM7iwz7VmaffD+ztIlt73VP7RmmiWRrl5vIcFvnBMnycjONvOcYqlQbX3fjf/ACE6iV/I9AooorA1CiiigAooooAKKKKACiiigAooooAKKKKACofC/wDyKWi/9eEH/otamqHwv/yKWi/9eEH/AKLWiXwP1X6iXxf15GtRRRWBqYeo/wDI06b/ANeV1/6HBVyqeo/8jTpv/Xldf+hwVcro+zH0/VmX2n/XQKKKKQzO1uxnv9OeO1eNLhfmjMkSupPoQwP51leFNP1KJHu9UEUcjZVIkt40IHckqoP4V01FK2twuFFFFMArmfFbzR6hoD28ImlW9JWMvt3fu24z2rpqjkghmeN5YY3aJt0bMoJQ4xkehxVwlyyuTJXVjjLvRNW1DTtbupLMRXeoSweXaiVSVSMjktnGTyetbn2C5/4TCW/8r/Rm08Qh9w+/vzjHXpW3RVOq2rf1sl+hKpr+vW5yekWuvaL4b0yKGyjlkhaT7TatIoZgWYgq2duRkHmpNN8Mx3kF7LrljCWu7trlbYtuEXyheo4J45xXUUU3Wk23s3/w4KmrJdjl7nT9R0rV7q50rT0u7e7tY4PLEwjMTICFPzdVwe3PFJBp+qaJo2m6fBp9vqdtFDtuIiwVvMzncpb5SM54PNdTRS9q7Wa/roPkV7r+tv8AI5nSHXwzpKxamHjeeeSVIbeGSZYVJzsyinpn9Tin3bHXLzR7vT45XhtbwtMZI2iKjyyM4cAnqOldHRR7TXmtr/X9bi5NLdDjbbSdXh1eB7eyNji5Ml1LBdf6NNHznERJIY8dhg96RtB1NYri4igU3MOstfQRNIAJo8YxnsSCetdnRT9vIHTT/r1/zONn8P6jrFtrlzcQpZ3V8sSwQtIH2eXyNxXjk+nSr9ha6nf+Io9V1GxWyW3tTAkfnLIXZiCW+XgDj6810dFDrO1rf1a35B7Nf195ydt4e87xHDeDRrTTbW0ldwUKmS4bBAPy/dXknGc5o1Xw7/aushV0a0t4POSWe/JUyTAEHaoHIJIwSccZrrKKFXkmn2B04tNdzJm8SabBM8Lm73oxVttlMwyPcJg/hWBeaNrAttW0e2s0ktNSuGmW7MwAhV8bgynkkYOMetdrRSjUUNYobi3uZ0ovGW4sYrOIwLbYimmfckjcjYyDnHTJ965ux03U7QzMLSbT7BbKRZbd7vzo2fHBjGTtA59PpXa0jKrqVZQysMEEZBFJVGk13Hyq68jhdFtdT1bTfDUUlisFlZCO4Nz5yt5m1flAXqCc85/WmweFr2GVtPmsri5tTcmVZxqTRwhS+7mPP3h7Dr3ruooo4IUhhjSONBtVEUAKPQAdKfWrxMuZuKsZqiuWzOVjttd0m71KDT7CC4jvbo3EdzJKAkW7G4OvDHGO3WpPFk103hrXIpbUJBHbjypxID5pP3vl6rj36101RzQRXMLwzxJLE4wyOoZWHuDWaq+8m1sXy7nN2tpqmpa5Y3t5YrZwWNu6IfOWQzM4AyMdFAHfB9queE7S90/Qo7C+tvJkt2ZFYSBhIMkhhjp16HmtsAAAAYA6AUtEqra5baf8P/mxRppO/X/hv8gooorI0CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBGVXUqyhlYYIIyCK5vTtOu7S8v59N0u301J/KRUmCALt3bn2xEhvvDjK59RXS0VUZuKa7kuKdjl7DR9Q0m78mBfNM9wskuoYTPl8syFSflBbOAoI+bPB5PUUUU5zctWEYqOwUUUVBQUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGbrcGo3On+TpjxJK7ASNJIUOzvtYKcMemccVUOmXt1o0mnyW1nYrGENsbeZpQrKwYZBReMgeuea3aKtTaVkS1d3MaCy1N7+XUboWi3K2xgt4o3ZkyTklmIB5IXgDgDvUWi2esWLf6XbWLyTNuublbp2dz7KYwMDoBngVvUU/aO1rC5TnrC01y3vprq5ttOnmmfDTfa3BSPPCqvl8ADtnk81afRJmvpLtda1COR12YVYMBckgDMZ6Z+ta9FDqO90g5Tm9F0i/TTyH1fUoD58x2eVAOPMbB5izz1/HjirOsaM+qTqnkWSxtHsku3TdOFP3lXjjI7579K26KHUfNzAoJKxg3mnnVNdt43juIrKxiJDxyPEXkfAAVlIOAoOfqB61V1DTrZbu1trUarJcLcwyEyTXMkIUOGJLMSnQHv1966iimqslbyE6aafmYesWWqXl/bmGKznsIhvaCado98meC2EbKjrj1+lSXVnqNz9ivglrFqFqzfuvMZo3Vhgru2gjsc7eo71sUVKm0kuxXLrc5m/wBMvI/DWtNKomvb0NI0VuCwB2hQq9zwo5wM1ojVLzb/AMgDUun/AD0t/wD47WrRTc7qzQuXW6ZleG45YvD9ok0TxSBTujkGGX5j1qt4m0tNStREmlLc3LjYlyVj/ccjnLENjr93Nb1FCqNT50DinHlZzur6Pf6rJHNcfZ3itpd0dkpOJl6EO5x1H8ONueu4Vq6WbxrZ3vUaJ3lYxwttzFHnCqdpI6DPU9au0UnNuPKPlV7hRRRUFBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFAGdZWEttqup3TshS6aMoATkbUCnP40TJqz2cDxy20d5G+6SPkxSryNucZHY5A6juK0aKrmf9eQrGZpdhcwXN7e3jRfabtlLJCSURVGAASASepzgdelZ93oF5LHqrwTRR3U12l1aOScIyoq/Nx32kcZ4NdHRTVRp3/r+tBcqtb+v61MO10J7O/sZInQw21i9s2SdzOzId3TvtJP1qlBousPotpo1ytjHbRGPzJo5nd2CsG4UoACcdcnFdTRVe1l/Xz/zFyL+vu/QKKKKyLCiiigAooooAKKKKACiiigAooooAKKKKACofC/8AyKWi/wDXhB/6LWpqh8L/APIpaL/14Qf+i1ol8D9V+ol8X9eRrUUUVgamHqP/ACNOm/8AXldf+hwVcqnrEd4mtWF5b2E93HHbzxOIXjBUs0RH32Xj5G6VH9u1D/oXtS/7+W3/AMdrpSvCOq+9d2Yt2kzQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQorP+3ah/0L2pf9/Lb/47R9u1D/oXtS/7+W3/AMdo5fNfeg5v6szQqHwv/wAilov/AF4Qf+i1qr9u1D/oXtS/7+W3/wAdrQ0G2msvDumWtwmyaC0ijkXIO1lQAjI46ipmrQtfr/mOOsjQooorA1CiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKpavdvYaLf3kQBkt7eSVQ3TKqSP5VdrL8Sf8itq/wD15Tf+gGplpFmlJJ1Ip90eXaT4n8da7cPFp95v2DLsYIlVB7krVvV9W+IGjW32q4v45LbODNBHC6g+/wAvFVEs70/CqNtPR9klzJLeFWAyi8DPqOBxSfD6zvbhdTDI7aVLbSRTfN8u/GRx64PWvOTk7Ru7vzPq5xopTqqEOWLtblV/v79tDvPAGuX2veHpLnUJFknjuGi3hQu4BVPIHH8VdVXCfCf/AJFa6/6/X/8AQEru67qLbpps+czCEYYqcYqyuFFFcr4va4fUfD1pBfXVol1eNHK1vJsZl8tjj9P8Oa1OM6qivMNRvtS07R/E+mQ6reyLYXVqLe6eYmZBIVLKX6nHv61fOlXZ8X3ujf8ACQ619jNgt2f9K+cSbyvDYyq98DAo6X/ra4f1+Njr9X1zTtCgim1Gdoklfy02xPIWbBOAFBPQGn6Vq9lrVs1xYSSPEr7CXheM5wD0YA9xXE6aLnxN4e8Kzza8tlqaNK8bNEsjzlQyEgMcZA5PB61paRrviB7S+tks4dXu7C+a1eYzC2EihQQ2NpGecECnazaf9bB0T/rqbereJ9G0OdIdRvVhldd4QIzkL03HaDtHucCnal4l0fSYLea8vkVLkZh8tWkMgxnKhQSRjvjFYFixfxj4ma8jWOVtPtjsZtwVdr7hnuM96r+FBI3gzRBZvpqa99j/AHJvF3MId3OApDYxjpx0pdP68/8AIHv/AF5f5nZ2F/aanZR3llOk9vKMpIh4P/1/akutRtbK4tYLiXZLdyGOFdpO5gCccDjgHrWB8Pyo8OSRlSLiO8nS5O7KtLvO4rwPlPYdql8SXU8GueGo4p5I45r1llVHIDr5bHDDuM+tD3Xy/EO/lf8AA6SsqTxJpEVld3kl6qW9pO1vM7Kw2yDgqBjLHntnNcbYXWoW2s2NxqOpagGur5o47qGZbixuUJO2MIG/dnAwDjqDzVOLH2yHzP8AU/8ACYS7s9M7Tt/XFCV/681/mN6J/wBdH/kegWXiLSdQ02bULe9jNrBnzncFPLxydwYAj8RTdJ8SaRrhlGn3glaIBnVkaNgD0OGAOPfpXAeKd32vxtt/1G3T/Nx0+8M5/DrXQarbC9+IMNrE+wT6JPG7J1ClwAfzPFHS6/rS4W7/ANbf5m3p3irQ9Wvms7HUI5pwCQoVgHA6lSRhsf7JNTy69pcGsRaS92pv5RlYEUsQMZ+bAwv44riFttYstW8G6PdwWKPZSMFkt5md5I1jILFSo2qRjPJyao2l3rGj6Nq3iSDUYzs1aQXFkbdSZv3oTDOfmBAIwBgAU1Zu39dP8xf1+f8Aker1jXPizQ7PVf7Nn1CNLrcqFdrFVY9AzAbVJ9CRWwDkZrzC62f8K/8AG2/Hnf2lPuz13bk2/wBMVN/6+4aV7ef/AAT1CisrUre6u/C9xBDNLDePaEJJG5V1k28EEdOa88/4TS/2nXvtMg042P2HZuO37X5Pm7seu75M03o2u39f16ijqk+/9f16HrFFefXoulOnaRJqWtXN3Dpgkmt7CQJJv6ebJMzrkZyAtV7bxHfWej+GvEuoXcjW0sEtveKWwjNglHK9NxKYz/tUPS/9d/8AIFrt/Wx6TRWJ4SivI/DFi+oTSzXc6efKZXLEFzu289AAQMe1bdNqzsCd9UFFFFIAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAEJwCQCcdh3rIt9ZurvUJbWPTGh+zqrT/aZlDANnG0JvDdD1IrVmQSQSIY0kDKRsf7rex4PH4VwsGj2y69qT3lhoFlbQRwNIkluJkCndkqx2BScc/Ke1AdDqdP1aW9+yM9hLHFdW6zRyqd6gkZKtx8p54J4PseK1K4Lw5Fp7LZ3LWOn29vbz/Z0mNqpmuJSfkP3coMFTk8nrwOve02HUKKKKQBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAU9R1KHTYo2kSSWSVxHFFEuXkbrgdB0BOSQOKqp4htPsd5cTxz27WZCzwyoPMUn7uApIOcjGCc1Z1S9tdOtRd3Kb2RsRKqguzngKvuelc7qdnNb6Fcahesn2qa7t7i5CHKxxq64X3CqOT9TQhm1Br1u5uFuYbixkt4vPdLlQD5f94bSQRx65FNtPEENzdQwSWl3am4QvA1wihZQOTjBJBxzg4OKrSSW1x4vyTHJDFprecSQVAZwRntyFJpbE/wBt6lFqjALYwKy2aEYMhbhpCOwI4UehJ7ij+vzF/X5EsPia1mlgxbXaW1xJ5UF26ARSN2xzuGexIANTXmtx2eqJZtb3Ei+UZJJIYJJfL5woIRTyfm646VSQx63qEK24RNKsJcggACaVeAF/2FPfuRjtVOSdotauVhudatrdxveSHTmcvLuIIy0LcBQoGOMDvR2/r+v+GGzYg8RafcgGFb51LFQw0+fGQcHnZjg0y78R2tpPOhgupIbZgtxcxoDHCT/e5ycAgnAOM81g6BdiOxQtqWuYFxKTGmmlkb943UiAnnvg8Enp2k16G903T9WjgltDb6kWaNZC3neY6hSipj5snGORjJ64oYLU6S/1MWMltGlrPdS3LFY0gKZ4GScsyjp71WfW5YGi+06PfwRyypEJHaEgFiAM7ZCep9KzNZjZb3QbLyLq5eNJGdLWby5MKgXO7cuBlh35qtfwbGsW/s3WYP8ATYPnutQ82MfvF6r5zZ/KnZc1vMnpfyOgvdZjtLv7JFaXV5cLH5rx2yqSi9iSxA5wcDqcdKVtdsRpUGoK7vFcYEKIhLyMf4QvXPB+mDUWq3xt51s7BIzql0vykjiNB/G5/ujPA7nj1rH1DS4bS78N2X2qWGzjMsZlSTYzSFePmHQt83TB54pIo6C51RbPR5NSubaeNY0LtCQpkHtwcZ/Gov7VvMZ/sDUf+/lv/wDHa5+5mkfwl4ig+0vcwW0rRQTSNvJXCkgt/FgkjPtW+INd2/8AIR07p/z4P/8AHqH3EW9Ov49T0+G8iR0jlGQsgG4c45wSP1qvrGrNpFs1wbG4uI1XLPGyBVOcDOWB79gar+E8/wDCLWGSCdhzgf7RrO8b2In0qef+zbCYrGo+0zH97H8w4UbDkc/3h1NN7gar6nfxTpbPp0TXLQPMEiucqdrKNoZlHJDd8dPxrRtpxc20c4jli3rnZKm1l9iPWuF1Cy0+w1aythp+iXt65eIwRWawom/bsaTJbGCDjuc4ANdZoUVtb6ebe2MBaGRkmMEAhQyD72FAx6Dv060dAZp0UUUgCiiigAooooAKKKKACiiigAooooAKbJIkUbSSMERAWZmOAAOpNOooAztM1uy1drkWjOy25UM7IVByMgjPJGO9QW3iO1uriBBBdRw3DFLe5kQCOYjsDnIzg4yBnHFQ6WofxD4iRujSQg/9+hWPJbahby6HobzWci21yjoYmYytFHk7mXGEwMAnJySOlC3XyB7HR/2/YHWY9KSRpLpiwOxCVQqMkFumcdhzVrUL6LTdOuL2ZXaOCMyMEAJIHpmsvVP+Rr0D/t4/9AFSeLP+RS1X/r1f+VJ7XGldluXVYIry1tFSWWe5G4JGAdid3bnhe3uemazv+EqgEMly+n362UUrRPdFUKKVbaSQHLYyOuKraMJNH1UwahIssmoqskV3txuZV5i9gOqj0J71iNbuPCGpXL6nIsKXVw32NwnlyYlY7CQA/wA2Ozd6p6MS1R6H1GRRTImLwxsU2EqCV9Pan0mJbBRRRQMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAqlq9q9/ot/ZxECS4t5IlJ6ZZSB/OrtFJq6sVGTjJSXQ8ltdH8e2WgTaJFpsLWcoZTuli3AN1wd9Jo+j+PdD064sbLTIlinJLFpYiwJGOPnr1uiuf6sv5meo83qNNOnHV3ej3+85XwBod9oPh6S21CNY55LhpdgYNtBVRyRx/DXVUUVvCKjFRR51etKtUdSW7Cuf8S+Hf8AhILnSfMETWtrcmWdJGILKUIG3HfJB6iugoqjIxovCuiQ6RJpUdiBZySCWRPMfLuCCCWzuJyB1Par39mWf9pvqPk/6W8P2dpNx5TOcYzjr3xmrdFAGM/hTRJNHg0p7EGzt2LQp5j7oySTkPncDye9XtN0uy0eyWz0+3WCBSTtXJyT1JJ5J9zVuigDJ1bwzo2uTRzajZLNIi7A4dkJX+6SpGR7HIo1Hw1o+rQ28V5Yoy2w2wGNmjMYxjAKkEDHbpWtRQBjyaE0Fnb2ejX8mk28AI8u2hjYNn13q3PXnvnmnQaGD9mk1O7m1G4tZjNBNKqxmMlduMRhQeCeoPWtaigDGh8KaHb6it/FYKs6yGVRvYornqypnaD7gVI/hvSJbG7s5LJHt7udriZGZjukPJYHOQeB0xjtWrRQBmWXh7SdP06bT7ayjFrPnzkcl/MzwdxYkt+JpukeHNJ0FpG02zELSgB3Ls7EDoMsSQPbpWrRQBm2GgaXpl7cXlpZol1cMTLMzF3bJyRliSB7DioJfCmhz6sNUk0+NrsOJN25tpcdGK52lvcjNbNFAGJNo+rSXEkkfie9iRmJWNba3IUegJjJ/M0658J6HeaoNSuNPjkuwVYuWYKzL0LKDtYj1INbNFAFVNNtI9Tl1JYcXcsSxPJuPKqSQMZx3NUf+EW0X+zP7N+wJ9jE/wBo8rc2PM3bs5znr26dulbFFAGTqnhrR9Zuorm/slmmjXYr72Uleu07SNw9jkUjeF9GfQU0N7INpqEFYDIxxht3XOevvWvRQAgAAAAwB0paKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACqEGi6fbuZBAZZC6yb7iRpmDDgEFySMZOMetX6KAKUmk2UuoJfNB/pCEEMHYAkAgEqDhiASASDjtV2iigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigCC7sbS/iEV5awXMYO4LNGHAPrg1HbaVp1kJBaWFrAJBiQRQqu8ehwOat0UAVYdNsLa3kt4LK2ihlz5kccSqr54OQBg1DBoWkW0yzW+lWMUqHKvHborD6ECtCigDNXw9oqSLImj6erqdwYWyAg+ucVpUUUAVrGyjsLbyImcrvd8secsxY/qacbO1a7W7a2hNyq7RMUG8D03dcVPRQBUj0+FNTm1Al3nkQRjcchFHZfTJ5PrUdzpf2u7jmmvLkwxyLItsAgj3LyDnbu68/eq/RQBTu9I0y/lEt5p1pcSAbQ80CuQPTJFOGmWAsvsQsbYWn/PARLs65+7jHWrVFAFK70q1utIl0wJ5FrImzbAAm0e3GBUH9gWeP9dqP/gyuP/i61KKAKunWEWmafDZQM7RxDCmQ5Y855NJe6bbah5f2kSsqHIRZnVTyD8yqQG6d81booAqvptk9pLam1iEErFnRUCgsTndx3zznrnmn2dnBYW4gt1ZYwxb5nLkknJJLEkkk9zU9FABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAxIYo5ZJUiRZJSDIyqAXwMDJ78VHDZ2tvLLLBbQxSSndI6IFLn1JHWp6KAI2gieWOV4kaSPOxyoJXPXB7ZpZYYp4XhmjSSNxtZHUEMPQg9afRQBFLbQTqiywxyLGwdA6AhWHQj0IqquiaSlz9pXS7JZ92/wA0W6Bt3rnGc1fooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKayBxyW49GI/lTfIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP8Av43+NAElFR+QnrJ/38b/ABo8hPWT/v43+NAElFR+QnrJ/wB/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP+/jf40ASUVH5Cesn/fxv8aPIT1k/wC/jf40ASUVH5Cesn/fxv8AGjyE9ZP+/jf40ASUVH5Cesn/AH8b/GjyE9ZP+/jf40ASUVH5Cesn/fxv8aPIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/AL+N/jQBJRUfkJ6yf9/G/wAaPIT1k/7+N/jQBJRUfkJ6yf8Afxv8aPIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP8Av43+NAElFR+QnrJ/38b/ABo8hPWT/v43+NAElFR+QnrJ/wB/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP+/jf40ASUVH5Cesn/fxv8aPIT1k/wC/jf40ASUVH5Cesn/fxv8AGjyE9ZP+/jf40ASUVH5Cesn/AH8b/GjyE9ZP+/jf40ASUVH5Cesn/fxv8aPIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/AL+N/jQBJRUfkJ6yf9/G/wAaPIT1k/7+N/jQBJRUfkJ6yf8Afxv8aPIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP8Av43+NAElFR+QnrJ/38b/ABo8hPWT/v43+NAElFR+QnrJ/wB/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP+/jf40ASUVH5Cesn/fxv8aPIT1k/wC/jf40ASUVH5Cesn/fxv8AGjyE9ZP+/jf40ASUVH5Cesn/AH8b/GjyE9ZP+/jf40ASUVH5Cesn/fxv8aPIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/AL+N/jQBJRUfkJ6yf9/G/wAaPIT1k/7+N/jQBJRUfkJ6yf8Afxv8aPIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP8Av43+NAElFR+QnrJ/38b/ABo8hPWT/v43+NAElFR+QnrJ/wB/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP+/jf40ASUVH5Cesn/fxv8aPIT1k/wC/jf40ASUVH5Cesn/fxv8AGjyE9ZP+/jf40ASUVH5Cesn/AH8b/GjyE9ZP+/jf40ASUVH5Cesn/fxv8aPIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/AL+N/jQBJRUfkJ6yf9/G/wAaPIT1k/7+N/jQBJRUfkJ6yf8Afxv8aPIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP8Av43+NAElFR+QnrJ/38b/ABo8hPWT/v43+NAElFR+QnrJ/wB/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP+/jf40ASUVH5Cesn/fxv8aPIT1k/wC/jf40ASUVH5Cesn/fxv8AGjyE9ZP+/jf40ASUVH5Cesn/AH8b/GjyE9ZP+/jf40ASUVH5Cesn/fxv8aPIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/AL+N/jQBJRUfkJ6yf9/G/wAaPIT1k/7+N/jQBJRUfkJ6yf8Afxv8aPIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP8Av43+NAElFR+QnrJ/38b/ABo8hPWT/v43+NAElFR+QnrJ/wB/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP+/jf40ASUVH5Cesn/fxv8aPIT1k/wC/jf40ASUVH5Cesn/fxv8AGjyE9ZP+/jf40ASUVH5Cesn/AH8b/GjyE9ZP+/jf40ASUVH5Cesn/fxv8aPIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/AL+N/jQBJRUfkJ6yf9/G/wAaPIT1k/7+N/jQBJRUfkJ6yf8Afxv8aPIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP8Av43+NAElFR+QnrJ/38b/ABo8hPWT/v43+NAElFR+QnrJ/wB/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP+/jf40ASUVH5Cesn/fxv8aPIT1k/wC/jf40ASUVH5Cesn/fxv8AGjyE9ZP+/jf40ASUVH5Cesn/AH8b/GjyE9ZP+/jf40ASUVH5Cesn/fxv8aPIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/AL+N/jQBJRUfkJ6yf9/G/wAaPIT1k/7+N/jQBJRUfkJ6yf8Afxv8aPIT1k/7+N/jQBJRUfkJ6yf9/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GjyE9ZP8Av43+NAElFR+QnrJ/38b/ABo8hPWT/v43+NAElFR+QnrJ/wB/G/xo8hPWT/v43+NAElFR+QnrJ/38b/GpOgoAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAOd8X6nc6XYW8trf29kzy7S88bOGGDwNqtWV4U1+/wBS1gwXOs2V3H5TN5cMLq2eOcsij9a6TXtPuNR0x47SSNLlPmiMsSSKT6EMDjPqKx/B+m6pDG95qwijlbKRwpbRxlRnkkqoPPpmgDq6KKKACsnWtfttCNms9vdTvdymKJLaPexYKTjGfb/HjmtauQ8aSXEOq+GZLW3FxMt8xWIvs3/um4yehpPp8hlo+N9NXRbzUpLe9i+xSrDcWrxATRsxAGVzjnIPBqI+O7QXE9r/AGPrX2yJRILb7J87x/3x82Nv1IPbFY154d1vUtL1+8lsFgvdTubZo7MTIxRIioyWztyQCeDXRf2Zef8ACc3Oo+T/AKI+mLbrJuHL+YTjGc9O+MU3t/Xa/wCegv6/EyPEniwPpeg3emapJYW2ozHfcC2ErqgRiRsKtzuwOBW94Xuhe6R9oXWzq6PIds7QrEV6DaVUDBB9RnmsTRLPxJ4f8J6PBBp8U8sBkF3ZtKquwZmKlHztyM5weuak0nwhFfWt/L4j06Bnvb5rxbUvvEGVCgZHBbA5xT2bS/rYOi/ruO1K91rUvEWpafpepLp8Wm20cjN9nWQzSOGIB3dFAXtzz1qEazqes+HdK1ZNYstDsZoN91cuqlvM6BVD/KFznrz0FPvNM1bRdbvrrRdLS9tr60ig8sTrGYGjBVSd3VcHtzxRBpmseH9C0nTLfS7XWLOG32XMJdUcS5zuUudpXJPB5pdP68/+AN7/ANeX/BNbwjqV7qvh6K6v8NKXdVlVNgmQMQsgXtuGDT9Z1B7PVNFhW6lhF1ctGyJCriUbGOGJIKjjORk9qytCkTwjoiW+riSKS4nlmjt7WCWdYFZsiMFFOMZ9h1xUl8x8RahoN9pkcz29lfM07SxNCUHlkZ2yBSeWHQGm918hdH8yxbeM9Pur2GFLa9FvPO1vDetCPIkkGRtBznqCASADisI+JNYkguLSG6Vbq41+TToJmiU+REOcgcBiAD19aWy0TXLfXLV7bTzpuLtpL2a3vM2lxGc5xCWJDHjsMHPNIfDesR29xdQ2yG7t9fk1GCF5VAniPGM8hSQTjNKPS/8AWq/4I31t/Wj/AOAOuPE+raJZ+IrO5uI76904QG3uHiCb/O4G5V4+U+mMirUWq6xoWtTabqV8NUD6dJexP5CxMrIeUwvBB7d6qz+GNV1yz8Q3l1bx2F7qIgFvbtKJNnk8jcy8fMfTOBWlpdlq2peKk1vVdNXTlt7M20cJnWVnZmBZsrwF4wO9Gr/ry0/ENP6+VzN0nXtYim8PXl9qsF5b65lTbJCqfZ2KlhsI5IB+U7s0WnjNL/xQ0cutQ2NnFdNaxWgt95uGHGXkIwmTnA4Jqaz8Led4qgv/AOwbLSLOxleRTEUMt05BCsdowqgEnGc5xxVG68Na22mXvhmKwiaxu743C6l56jy0Mgc5T7xcYxxx0prWS/rt/wAHcT2/rz/4Gx6LXn19r+vG01rX7a/jistLu2gWwMCkTKhAYs/3gTk4x6Cuml8V6TbTvBI17vjYo23T7hhkcdQmD9RXM32ga99k1rQbWxjlsdVu2nW+M6qIFcgsGQ/MSMHGPWp16fL10H6/0tTuZb2CDT2vpn2W6Rea7HsoGSfyrFsvGNleMyvZX9qTbNdQ/aIQonjAyShBPtwcHmrlwt+6XenQ6fAbdbQLBPcSBo5XII2Mg5xjGT3zXJ6fpOr2IumFlPpmmJp0qTWsl758bSY4MQyxRRz6duKJO12v63CKvZP+tjd03xvp+pXVjCLPULZL9N1rNcwbI5TjJUHJ5x+BxwTTv+E10z+0Ps4hvDbi4+ym+8n/AEcS5xs3Zz14zjGe9c3oFnrGtaZ4Til05LbT9PWK6N356t5u1MKqr1BOec/rUdp4N1C2mOl3GnXV3Z/azKtyNWaOAIX3gmEHO4ewwTzmratK39dP+CTf3b/11/4B0994202wvbiB7e+lhtXEd1dxQbobdj2Zs54yM4BxmtbV9Vt9G0e41O4WR4IE3sIgCxHtkgfrXMw2niTQ7zVbXTNNtrqK/vWuoryWcBId+NwkThjjBxt6+1S+N57x/CXiKGayEdvFbr5NwJQfOJxu+XquDxz1qG/duWknKxbh8Y21xPNbJpupR3SwG4hhmgCNcIDjKZb3HBwam8H65c+IvDtvqF3aG3mfIOFAR8HqvzE47c9wazLKy1jVvEdhqF/pyWFvp9rJHGfPWUzvIAMjHRQB3wfar/gmz1DTPDUOm6jafZ5bVmjUiVXEq5JDDHQc9DzxVW3/AK6v/gEXv/XkjoqKKKQwooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAZJu8p9gDPtO0FioJ+o6fWuEiZrPxLcwXcGmNcKkX2db7VXkZC27/VNJGWyeMgY7da711V0ZHUMrDBUjII9K5rTtNvLS81CfTdMt9NjuPKRY5ggChd259sRIbqOMr9aA6FLQGnibRm8q1iklthCVS+fMyIMEtH5WMr2ORycZ5rs65XT9G1HR7sQQIJfOuFkm1DCZ8vktGVP3fmzgKMYbsevVU3rqHUKKKKQBRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAUdTtLm9WCGG6a3h8zM7RsVdkwflUjpk4yfSube8urXT9VjtL2d7b7ZFa2txI5kdCxVZMMckgEnBOec+lb+u2+pXWneRpkkUcjsBIzyFD5fcKwU4Y9M44qm+lXl1oj6c1tZWKxbGtjbzNKFZWDDIKLxkD1zk0IZEsV5YazNptleTOJ7FpYjdytL5cqsFzk5ODuHHtSQwT6f4hsbS2v7q5kaB3vFnmaRcY+V8H7pLcYGOM8cVagsdUa/n1O6+yLdLbGC3ijdmjBzuJZiAeSBwBwB3qPRLLV7Bj9qtrGSSZt9zdLdOzufZTGBgdAM4Ao/r8xP+vwKktteafd6VnUrmfU7i4/fx+axiePkvhDwoUdCADnHrRezJNr7TTXWpWksEZjt47W0MzFCcM5HluBllwOnC571Pp1lrltfTXd1badPcTvhpvtbgpHnhEXy+APTPJ5NXH0OVr+S8XWdQSV12fKsGAuSQBmM9Mn3o7f1/X/DjfUx9H1Ca8hjefV9bMhmdMLpo2EByBlvIwOAM8jHPSotRu5DFr19Jqs1rdafKRbwrNtQAKGXKdG3knrn26Vf0TSL9NNw+r6jbnzpj5flQD/lo3PzRE89fx44qxrOiSarOsfkWKxMmyW7dN1xt7qvGBkcZz3PFD8gXmQazcSXD6LtjvHW4LM8FpceS7fu89d68A+9U7tZLZ7N4rHXLUm8hUyXGo+YmC4BBXzmzkcdK0bvTm1TxBAjx3ENlYQth45Hi3yPgAKykHAUHPPfFVdR0+2F5aW1quqyXCXUMhMktzJEFDBiSzEp0Hr196atzJ+f6k9PkaGqWTSzTXV7qM1tp8MGVWCZoirc7nYrjPGMDp14rHm1XUk0bQ7OU3X2u+DeY0CDziijPGcBWIK5JxjmtTWbDVL7ULYxRWc+nwje0E07R+ZJngthGyo6gevPan3djqV01jfolrFqFoz/ALoys0TowwRu2gg8A529R3pLb+v6/wCAV1KN9qMbeCtRezkvIJbVGjfz5G86JxgnLZJzg5yCeDR53hbH/Iw84/6Dkv8A8dpL/SryLwxrTSqJ769JlaK3UsAcKoVe54Uc4Fan9qXm3/kAaj0/56W//wAdoYhvheZ7jw1YyySvKzIcyO5Ytye561neNUu10qa5hUCOKMbpPt8sWMsMgxqNrDH949zWj4Yilh8N2Uc8TxSKh3JIuGX5j1FV/E+lpqVsI49KW5unwqXRWP8AcAMDkliGx1+7mm9wMRSlzfQR2ljobWjWs8ZS11AiIYaNm+ZYvlYcH9cjFdRoU0k+jwPI6yDGEkWYy71HQlii5P4e+TWbrGjahqskdxcfZpI7WXdHYrnEy9w7nHUfw425wDkc1raV9tNrI98hjd5XMcR25ijzhVO3IJwM9T1oWwMvUUUUgCiiigAooooAKKKKACiiigAooooAKjnhW4geJ2dVcYJjcow+hBBH4VJRQBzUNmkfiiOK1ur/AMmzhMtyJLyWRWZuEUhmI6Bm/Kqmia39qng1G+GoqLyQxwOfltkySFXaDkk/3mHJ6Gt7SNPls4Lh7tke6upmlmZCSvPCqMgcBQBWXBoOopDZ6ZJLbf2baTrKkilvNZVbciFcYGDjJzyB0prfX+u4PqR6/qF1NqFvFZTvFb2l5brcOhx5ju6jy8+gU5P1HvWr4mmlt/DGpzQyPHIlu7K6MQVOOoI6VQ1HwlbTwqtnJcxMbpJ5Ab2YKfnDOQN2Ax5wcde4rT1jT5L7w/d6dAwDywGJGlYnnGBk8n8ean7I/tIzdLvX8Q3wmiupEsbEqAiOVa4kKg7m77MHgfxdemK503+3Sbu4S+1VdUW8lWJ2km8gfvSFDFv3W3GM110ulTxajZ39i0SSqohukYkLLEPoPvKen1IrLGi61/ZF3pAFgtvcyzE3HnOzqkjkn5NgGcH+9VddBLbU6oZwM4z3xS0yKMRRJGpJCKFGfan0mJbBRRRQMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAqKW2t55IpJoIpHhbdEzoCUOMZBPQ49KlooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigApHRZEZHUMjDDKwyCPQ0tFADIYYraBIIIkiijUKkaKFVQOgAHQU+iigAqK4t4LuB4LmGOaFxh45FDKw9weDUtFACAAAAAADoBS0UUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQA1mKjhGb6Y/rTfMf/nhJ+a/41JRQBH5j/8APCT81/xo8x/+eEn5r/jUlFAEfmP/AM8JPzX/ABo8x/8AnhJ+a/41JRQBH5j/APPCT81/xo8x/wDnhJ+a/wCNSUUAR+Y//PCT81/xo8x/+eEn5r/jUlFAEfmP/wA8JPzX/GjzH/54Sfmv+NSUUAR+Y/8Azwk/Nf8AGjzH/wCeEn5r/jUlFAEfmP8A88JPzX/GjzH/AOeEn5r/AI1JRQBH5j/88JPzX/GjzH/54Sfmv+NSUUAR+Y//ADwk/Nf8aPMf/nhJ+a/41JRQBH5j/wDPCT81/wAaPMf/AJ4Sfmv+NSUUAR+Y/wDzwk/Nf8aPMf8A54Sfmv8AjUlFAEfmP/zwk/Nf8aPMf/nhJ+a/41JRQBH5j/8APCT81/xo8x/+eEn5r/jUlFAEfmP/AM8JPzX/ABo8x/8AnhJ+a/41JRQBH5j/APPCT81/xo8x/wDnhJ+a/wCNSUUAR+Y//PCT81/xo8x/+eEn5r/jUlFAEfmP/wA8JPzX/GjzH/54Sfmv+NSUUAR+Y/8Azwk/Nf8AGjzH/wCeEn5r/jUlFAEfmP8A88JPzX/GjzH/AOeEn5r/AI1JRQBH5j/88JPzX/GjzH/54Sfmv+NSUUAR+Y//ADwk/Nf8aPMf/nhJ+a/41JRQBH5j/wDPCT81/wAaPMf/AJ4Sfmv+NSUUAR+Y/wDzwk/Nf8aPMf8A54Sfmv8AjUlFAEfmP/zwk/Nf8aPMf/nhJ+a/41JRQBH5j/8APCT81/xo8x/+eEn5r/jUlFAEfmP/AM8JPzX/ABo8x/8AnhJ+a/41JRQBH5j/APPCT81/xo8x/wDnhJ+a/wCNSUUAR+Y//PCT81/xo8x/+eEn5r/jUlFAEfmP/wA8JPzX/GjzH/54Sfmv+NSUUAR+Y/8Azwk/Nf8AGjzH/wCeEn5r/jUlFAEfmP8A88JPzX/GjzH/AOeEn5r/AI1JRQBH5j/88JPzX/GjzH/54Sfmv+NSUUAR+Y//ADwk/Nf8aPMf/nhJ+a/41JRQBH5j/wDPCT81/wAaPMf/AJ4Sfmv+NSUUAR+Y/wDzwk/Nf8aPMf8A54Sfmv8AjUlFAEfmP/zwk/Nf8aPMf/nhJ+a/41JRQBH5j/8APCT81/xo8x/+eEn5r/jUlFAEfmP/AM8JPzX/ABo8x/8AnhJ+a/41JRQBH5j/APPCT81/xo8x/wDnhJ+a/wCNSUUAR+Y//PCT81/xo8x/+eEn5r/jUlFAEfmP/wA8JPzX/GjzH/54Sfmv+NSUUAR+Y/8Azwk/Nf8AGjzH/wCeEn5r/jUlFAEfmP8A88JPzX/GjzH/AOeEn5r/AI1JRQBH5j/88JPzX/GjzH/54Sfmv+NSUUAR+Y//ADwk/Nf8aPMf/nhJ+a/41JRQBH5j/wDPCT81/wAaPMf/AJ4Sfmv+NSUUAR+Y/wDzwk/Nf8aPMf8A54Sfmv8AjUlFAEfmP/zwk/Nf8aPMf/nhJ+a/41JRQBH5j/8APCT81/xo8x/+eEn5r/jUlFAEfmP/AM8JPzX/ABo8x/8AnhJ+a/41JRQBH5j/APPCT81/xo8x/wDnhJ+a/wCNSUUAR+Y//PCT81/xo8x/+eEn5r/jUlFAEfmP/wA8JPzX/GjzH/54Sfmv+NSUUAR+Y/8Azwk/Nf8AGjzH/wCeEn5r/jUlFAEfmP8A88JPzX/GjzH/AOeEn5r/AI1JRQBH5j/88JPzX/GjzH/54Sfmv+NSUUAR+Y//ADwk/Nf8aPMf/nhJ+a/41JRQBH5j/wDPCT81/wAaPMf/AJ4Sfmv+NSUUAR+Y/wDzwk/Nf8aPMf8A54Sfmv8AjUlFAEfmP/zwk/Nf8aPMf/nhJ+a/41JRQBH5j/8APCT81/xo8x/+eEn5r/jUlFAEfmP/AM8JPzX/ABo8x/8AnhJ+a/41JRQBH5j/APPCT81/xo8x/wDnhJ+a/wCNSUUAR+Y//PCT81/xo8x/+eEn5r/jUlFAEfmP/wA8JPzX/GjzH/54Sfmv+NSUUAR+Y/8Azwk/Nf8AGjzH/wCeEn5r/jUlFAEfmP8A88JPzX/GjzH/AOeEn5r/AI1JRQBH5j/88JPzX/GjzH/54Sfmv+NSUUAR+Y//ADwk/Nf8aPMf/nhJ+a/41JRQBH5j/wDPCT81/wAaPMf/AJ4Sfmv+NSUUAR+Y/wDzwk/Nf8aPMf8A54Sfmv8AjUlFAEfmP/zwk/Nf8aPMf/nhJ+a/41JRQBH5j/8APCT81/xo8x/+eEn5r/jUlFAEfmP/AM8JPzX/ABo8x/8AnhJ+a/41JRQBH5j/APPCT81/xo8x/wDnhJ+a/wCNSUUAR+Y//PCT81/xo8x/+eEn5r/jUlFAEfmP/wA8JPzX/GjzH/54Sfmv+NSUUAR+Y/8Azwk/Nf8AGjzH/wCeEn5r/jUlFAEfmP8A88JPzX/GjzH/AOeEn5r/AI1JRQBH5j/88JPzX/GjzH/54Sfmv+NSUUAR+Y//ADwk/Nf8aPMf/nhJ+a/41JRQBH5j/wDPCT81/wAaPMf/AJ4Sfmv+NSUUAR+Y/wDzwk/Nf8aPMf8A54Sfmv8AjUlFAEfmP/zwk/Nf8aPMf/nhJ+a/41JRQBH5j/8APCT81/xo8x/+eEn5r/jUlFAEfmP/AM8JPzX/ABo8x/8AnhJ+a/41JRQBH5j/APPCT81/xo8x/wDnhJ+a/wCNSUUAR+Y//PCT81/xo8x/+eEn5r/jUlFAEfmP/wA8JPzX/GpO1FFABRRRQAUUUUAFFFUtXu3sNFv7yIAyW9vJKobplVJH8qTdlcqMXKSiupdorxrSfE/jrXbh4tPvN+wZdjBEqoPclat6vq3xA0a2+1XF/HJbZwZoI4XUH3+XiudYqLXNZ2PVeT1FP2bqRv2u/wDI9aorlfAGuX2veHpLnUJFknjuGi3hQu4BVPIHH8VdVW8JKUVJHm16MqNR05boKKKKoyCiiigAorO1fXNO0KCKbUZ2iSV/LTbE8hZsE4AUE9AafpWr2WtWzXFhJI8SvsJeF4znAPRgD3FAF6isjVvE+jaHOkOo3qwyuu8IEZyF6bjtB2j3OBTtS8S6PpMFvNeXyKlyMw+WrSGQYzlQoJIx3xigDVoqtYX9pqdlHeWU6T28oykiHg//AF/akutRtbK4tYLiXZLdyGOFdpO5gCccDjgHrQBaoorKk8SaRFZXd5JeqlvaTtbzOysNsg4KgYyx57ZzQBq0VmWXiLSdQ02bULe9jNrBnzncFPLxydwYAj8RTdJ8SaRrhlGn3glaIBnVkaNgD0OGAOPfpQBq0Vjad4q0PVr5rOx1COacAkKFYBwOpUkYbH+yTUNx400G21CWxku5ftEUnlyKlrK4VuONyqR3HegDfoorGufFmh2eq/2bPqEaXW5UK7WKqx6BmA2qT6EijyA2aKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKQnAJAJx2Hesi31m6u9QltY9MaH7OqtP9pmUMA2cbQm8N0PUigDYorL0/Vpb37Iz2EscV1brNHKp3qCRkq3Hynngng+x4rUoasAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUVT1HUodNijaRJJZJXEcUUS5eRuuB0HQE5JA4qqniG0+x3lxPHPbtZkLPDKg8xSfu4Ckg5yMYJzQBrUVlQa9bubhbmG4sZLeLz3S5UA+X/eG0kEceuRTbTxBDc3UMElpd2puELwNcIoWUDk4wSQcc4ODigDXorFh8TWs0sGLa7S2uJPKgu3QCKRu2Odwz2JABqa81uOz1RLNre4kXyjJJJDBJL5fOFBCKeT83XHSgDUorKg8RafcgGFb51LFQw0+fGQcHnZjg0y78R2tpPOhgupIbZgtxcxoDHCT/e5ycAgnAOM80AbFFUb/AFMWMltGlrPdS3LFY0gKZ4GScsyjp71WfW5YGi+06PfwRyypEJHaEgFiAM7ZCep9KANeisy91mO0u/skVpdXlwsfmvHbKpKL2JLEDnBwOpx0pW12xGlQagru8VxgQoiEvIx/hC9c8H6YNAGlRVC51RbPR5NSubaeNY0LtCQpkHtwcZ/Gov7VvMZ/sDUf+/lv/wDHaANSiqunX8ep6fDeRI6RyjIWQDcOcc4JH61X1jVm0i2a4NjcXEarlnjZAqnOBnLA9+wNAGlRWS+p38U6Wz6dE1y0DzBIrnKnayjaGZRyQ3fHT8a0bacXNtHOI5Yt652SptZfYj1oAlooooAKKKKACiiigAooooAKKKKACiiigAoopskiRRtJIwREBZmY4AA6k0AOorN07XLPVjdfYvNkFuQCShXdkZG3OM8d+lQSeIHgkt0uNG1GETyrCjMYSNx+khPqenagDZorHn1/y7+4s4NL1C7a3KrI8Cx7QSAwHzOD0I7Vf1C+j03Tri+mVzHBGZGCAFiB6UdLh5FmiqMuqwRXlraKkss9yNwSMA7E7u3PC9vc9M1nf8JVAIZLl9Pv1sopWie6KoUUq20kgOWxkdcUAb9FHUZFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABWX4k/5FbV/wDrym/9ANalUtXtXv8ARb+ziIElxbyRKT0yykD+dTLWLNKTSqRb7o8nSzvT8Ko209H2SXMkt4VYDKLwM+o4HFJ8PrO9uF1MMjtpUttJFN83y78ZHHrg9auWuj+PbLQJtEi02FrOUMp3SxbgG64O+k0fR/Huh6dcWNlpkSxTkli0sRYEjHHz156i+aLs9F2Pqp1YulUgqkLylde8tv8ANdDoPhP/AMitdf8AX6//AKAld3XK+ANDvtB8PSW2oRrHPJcNLsDBtoKqOSOP4a6qu2imqaTPncwnGeKnKLurhXK+L2uH1Hw9aQX11aJdXjRytbybGZfLY4/T/Dmuqrn/ABL4d/4SC50nzBE1ra3JlnSRiCylCBtx3yQeorR9Pkcnc5DUb7UtO0fxPpkOq3si2F1ai3unmJmQSFSyl+px7+tXzpV2fF97o3/CQ619jNgt2f8ASvnEm8rw2MqvfAwK6eLwrokOkSaVHYgWckglkTzHy7gggls7icgdT2q9/Zln/ab6j5P+lvD9naTceUznGM4698Zpvb+u1vz1F/X4/wCRw2mi58TeHvCs82vLZamjSvGzRLI85UMhIDHGQOTwetaWka74ge0vrZLOHV7uwvmtXmMwthIoUENjaRnnBArZfwpokmjwaU9iDZ27FoU8x90ZJJyHzuB5Per2m6XZaPZLZ6fbrBApJ2rk5J6kk8k+5pvdsOi/ructYsX8Y+JmvI1jlbT7Y7GbcFXa+4Z7jPeq/hQSN4M0QWb6amvfY/3JvF3MId3OApDYxjpx0rptW8M6Nrk0c2o2SzSIuwOHZCV/ukqRkexyKNR8NaPq0NvFeWKMtsNsBjZozGMYwCpBAx26Uun9ef8AmD3/AK8v8jM+H5UeHJIypFxHeTpcndlWl3ncV4HynsO1S+JLqeDXPDUcU8kcc16yyqjkB18tjhh3GfWrkmhNBZ29no1/JpNvACPLtoY2DZ9d6tz15755p0Ghg/ZpNTu5tRuLWYzQTSqsZjJXbjEYUHgnqD1o7eVvwDv53OOsLrULbWbG41HUtQDXV80cd1DMtxY3KEnbGEDfuzgYBx1B5qnFj7ZD5n+p/wCEwl3Z6Z2nb+uK7qHwpodvqK38VgqzrIZVG9iiuerKmdoPuBUj+G9Ilsbuzkske3u52uJkZmO6Q8lgc5B4HTGO1EdLf11T/Qctb/10f+ZwHind9r8bbf8AUbdP83HT7wzn8OtdBqtsL34gw2sT7BPok8bsnUKXAB/M8V0Nl4e0nT9Om0+2soxaz585HJfzM8HcWJLfiabpHhzSdBaRtNsxC0oAdy7OxA6DLEkD26UWWz/rSwXe6/rb/I4tbbWLLVvBuj3cFij2UjBZLeZneSNYyCxUqNqkYzycmn3xvvDVlqniHS/EEV5anUTLPZC2TaxZ1Rk35LBhx+XSu0sNA0vTL24vLSzRLq4YmWZmLu2TkjLEkD2HFV5fCWgzar/acmnRtdeYJSdzbS4/iKZ2lvcjNNPW7+f4f5C02/rr/mbIOQD615hdbP8AhX/jbfjzv7Sn3Z67tybf6YrtZtH1aS4kkj8T3sSMxKxrbW5Cj0BMZP5mnXPhPQ7zVBqVxp8cl2CrFyzBWZehZQdrEepBqbX+f/AGnb5akmpW91d+F7iCGaWG8e0ISSNyrrJt4II6c155/wAJpf7Tr32mQacbH7Ds3Hb9r8nzd2PXd8ma9OTTbSPU5dSWHF3LEsTybjyqkkDGcdzVH/hFtF/sz+zfsCfYxP8AaPK3NjzN27Oc569unbpTerd+v9fk/vEtEvL+vzRy16LpTp2kSalrVzdw6YJJrewkCSb+nmyTM65GcgLVe28R31no/hrxLqF3I1tLBLb3ilsIzYJRyvTcSmM/7VdnqnhrR9Zuorm/slmmjXYr72Uleu07SNw9jkUjeF9GfQU0N7INpqEFYDIxxht3XOevvQ9b/wBd/wBGC0t/XYj8JRXkfhixfUJpZrudPPlMrliC53beegAIGPatukAAAAGAOlLTe+gle2oUUUUhhRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAMmQSQSIY0kDKRsf7rex4PH4VwsGj2y69qT3lhoFlbQRwNIkluJkCndkqx2BScc/Ke1d7VCDRdPt3MggMshdZN9xI0zBhwCC5JGMnGPWgOhyPhyLT2WzuWsdPt7e3n+zpMbVTNcSk/Ifu5QYKnJ5PXgde9qlJpNlLqCXzQf6QhBDB2AJAIBKg4YgEgEg47Vdp30DqFFFFIAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAKWqXtrp1qLu5TeyNiJVUF2c8BV9z0rndTs5rfQrjUL1k+1TXdvcXIQ5WONXXC+4VRyfqa6i7sbS/iEV5awXMYO4LNGHAPrg1HbaVp1kJBaWFrAJBiQRQqu8ehwOaF3AypJLa48X5Jjkhi01vOJIKgM4Iz25Ck0tif7b1KLVGAWxgVls0IwZC3DSEdgRwo9CT3FasOm2FtbyW8FlbRQy58yOOJVV88HIAwahg0LSLaZZrfSrGKVDlXjt0Vh9CBQBnIY9b1CFbcImlWEuQQABNKvAC/7Cnv3Ix2qnJO0WtXKw3OtW1u43vJDpzOXl3EEZaFuAoUDHGB3rbXw9oqSLImj6erqdwYWyAg+ucVpUAcToF2I7FC2pa5gXEpMaaaWRv3jdSICee+DwSenaTXob3TdP1aOCW0NvqRZo1kLed5jqFKKmPmycY5GMnriupsbKOwtvIiZyu93yx5yzFj+ppxs7VrtbtraE3KrtExQbwPTd1xQ9Rp2Oc1mNlvdBsvIurl40kZ0tZvLkwqBc7ty4GWHfmq1/Bsaxb+zdZg/wBNg+e61DzYx+8XqvnNn8q6iPT4U1ObUCXeeRBGNxyEUdl9Mnk+tR3Ol/a7uOaa8uTDHIsi2wCCPcvIOdu7rz96nfVPz/Um2lvIr6rfG3nWzsEjOqXS/KSOI0H8bn+6M8DuePWsfUNLhtLvw3ZfapYbOMyxmVJNjNIV4+YdC3zdMHniuju9I0y/lEt5p1pcSAbQ80CuQPTJFOGmWAsvsQsbYWn/ADwES7Oufu4x1pFHK3M0j+EvEUH2l7mC2laKCaRt5K4UkFv4sEkZ9q3xBru3/kI6d0/58H/+PVYu9KtbrSJdMCeRayJs2wAJtHtxgVB/YFnj/Xaj/wCDK4/+LoYiHwnn/hFrDJBOw5wP9o1neN7ET6VPP/ZthMVjUfaZj+9j+YcKNhyOf7w6muh06wi0zT4bKBnaOIYUyHLHnPJpL3TbbUPL+0iVlQ5CLM6qeQfmVSA3Tvmm9WBxeoWWn2GrWVsNP0S9vXLxGCKzWFE37djSZLYwQcdznABrrNCitrfTzb2xgLQyMkxggEKGQfewoGPQd+nWrL6bZPaS2ptYhBKxZ0VAoLE53cd885655p9nZwWFuILdWWMMW+Zy5JJySSxJJJPc0J6AyeiiikAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQBhaR/yMniD/rrD/wCihTkP9peKXfrb6Ymwehncc/8AfKYH/AzWwkMUcskqRIskpBkZVAL4GBk9+KSKCKDf5USR72LtsUDcx6k+p96AOS1eKygh1rU7HVryG/gk3vGJiqCUKNqlOjBgAOc5zxWt4mZn8Gakzrtc2jFh6HbWlLp1lNdJdS2dvJcR/cleJS6/Q4yKmlhinheGaNJI3G1kdQQw9CD1pdLDvrc5rRhJo+qmDUJFlk1FVkiu9uNzKvMXsB1UehPesRrdx4Q1K5fU5FhS6uG+xuE8uTErHYSAH+bHZu9d9LbQTqiywxyLGwdA6AhWHQj0IqquiaSlz9pXS7JZ92/zRboG3eucZzVdRLRFyJi8MbFNhKglfT2p9FFJggooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigBrIHHJbj0Yj+VN8hPWT/v43+NSUUAR+QnrJ/wB/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/wC/jf41JRQBH5Cesn/fxv8AGjyE9ZP+/jf41JRQBH5Cesn/AH8b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/7+N/jUlFAEfkJ6yf9/G/xo8hPWT/AL+N/jUlFAEfkJ6yf9/G/wAaPIT1k/7+N/jUlFAEfkJ6yf8Afxv8aPIT1k/7+N/jUlFAEfkJ6yf9/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP8Av43+NSUUAR+QnrJ/38b/ABo8hPWT/v43+NSUUAR+QnrJ/wB/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/wC/jf41JRQBH5Cesn/fxv8AGjyE9ZP+/jf41JRQBH5Cesn/AH8b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/7+N/jUlFAEfkJ6yf9/G/xo8hPWT/AL+N/jUlFAEfkJ6yf9/G/wAaPIT1k/7+N/jUlFAEfkJ6yf8Afxv8aPIT1k/7+N/jUlFAEfkJ6yf9/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP8Av43+NSUUAR+QnrJ/38b/ABo8hPWT/v43+NSUUAR+QnrJ/wB/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/wC/jf41JRQBH5Cesn/fxv8AGjyE9ZP+/jf41JRQBH5Cesn/AH8b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/7+N/jUlFAEfkJ6yf9/G/xo8hPWT/AL+N/jUlFAEfkJ6yf9/G/wAaPIT1k/7+N/jUlFAEfkJ6yf8Afxv8aPIT1k/7+N/jUlFAEfkJ6yf9/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP8Av43+NSUUAR+QnrJ/38b/ABo8hPWT/v43+NSUUAR+QnrJ/wB/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/wC/jf41JRQBH5Cesn/fxv8AGjyE9ZP+/jf41JRQBH5Cesn/AH8b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/7+N/jUlFAEfkJ6yf9/G/xo8hPWT/AL+N/jUlFAEfkJ6yf9/G/wAaPIT1k/7+N/jUlFAEfkJ6yf8Afxv8aPIT1k/7+N/jUlFAEfkJ6yf9/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP8Av43+NSUUAR+QnrJ/38b/ABo8hPWT/v43+NSUUAR+QnrJ/wB/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/wC/jf41JRQBH5Cesn/fxv8AGjyE9ZP+/jf41JRQBH5Cesn/AH8b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/7+N/jUlFAEfkJ6yf9/G/xo8hPWT/AL+N/jUlFAEfkJ6yf9/G/wAaPIT1k/7+N/jUlFAEfkJ6yf8Afxv8aPIT1k/7+N/jUlFAEfkJ6yf9/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP8Av43+NSUUAR+QnrJ/38b/ABo8hPWT/v43+NSUUAR+QnrJ/wB/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/wC/jf41JRQBH5Cesn/fxv8AGjyE9ZP+/jf41JRQBH5Cesn/AH8b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/7+N/jUlFAEfkJ6yf9/G/xo8hPWT/AL+N/jUlFAEfkJ6yf9/G/wAaPIT1k/7+N/jUlFAEfkJ6yf8Afxv8aPIT1k/7+N/jUlFAEfkJ6yf9/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP8Av43+NSUUAR+QnrJ/38b/ABo8hPWT/v43+NSUUAR+QnrJ/wB/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/wC/jf41JRQBH5Cesn/fxv8AGjyE9ZP+/jf41JRQBH5Cesn/AH8b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/7+N/jUlFAEfkJ6yf9/G/xo8hPWT/AL+N/jUlFAEfkJ6yf9/G/wAaPIT1k/7+N/jUlFAEfkJ6yf8Afxv8aPIT1k/7+N/jUlFAEfkJ6yf9/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP8Av43+NSUUAR+QnrJ/38b/ABo8hPWT/v43+NSUUAR+QnrJ/wB/G/xo8hPWT/v43+NSUUAR+QnrJ/38b/GjyE9ZP+/jf41JRQBH5Cesn/fxv8aPIT1k/wC/jf41JRQBH5Cesn/fxv8AGjyE9ZP+/jf41JRQBH5Cesn/AH8b/GpOgoooAKKKKACiiigAooooAKK53xfqdzpdhby2t/b2TPLtLzxs4YYPA2q1ZXhTX7/UtYMFzrNldx+UzeXDC6tnjnLIo/WgDt6KKKACiisnWtfttCNms9vdTvdymKJLaPexYKTjGfb/AB45oA1qK5o+N9NXRbzUpLe9i+xSrDcWrxATRsxAGVzjnIPBqI+O7QXE9r/Y+tfbIlEgtvsnzvH/AHx82Nv1IPbFAHVUVw/iTxYH0vQbvTNUksLbUZjvuBbCV1QIxI2FW53YHAre8L3QvdI+0LrZ1dHkO2doViK9BtKqBgg+ozzRbfyDsbVFchqV7rWpeItS0/S9SXT4tNto5Gb7OshmkcMQDu6KAvbnnrUI1nU9Z8O6VqyaxZaHYzQb7q5dVLeZ0CqH+ULnPXnoKOl/6/rQdtbf1/Wp2tFYfhHUr3VfD0V1f4aUu6rKqbBMgYhZAvbcMGn6zqD2eqaLCt1LCLq5aNkSFXEo2McMSQVHGcjJ7UPcRs0Vztt4z0+6vYYUtr0W887W8N60I8iSQZG0HOeoIBIAOKwj4k1iSC4tIbpVurjX5NOgmaJT5EQ5yBwGIAPX1oWu39bf5jatv/W/+R39FcFceJ9W0Sz8RWdzcR317pwgNvcPEE3+dwNyrx8p9MZFWotV1jQtam03Ur4aoH06S9ifyFiZWQ8pheCD270NpK/9bXCzOzorgtJ17WIpvD15farBeW+uZU2yQqn2dipYbCOSAflO7NVYvEk974kv7WbxbJpwTUGtre2FijIwXHBkZMAk56nNO2tv6/rUXS/9f1oej0UV59fa/rxtNa1+2v44rLS7toFsDApEyoQGLP8AeBOTjHoKQ7HoNFV5b2CDT2vpn2W6Rea7HsoGSfyrFsvGNleMyvZX9qTbNdQ/aIQonjAyShBPtwcHmh6biWux0VFc1pvjfT9SurGEWeoWyX6brWa5g2RynGSoOTzj8Djgmnf8Jrpn9ofZxDeG3Fx9lN95P+jiXONm7OevGcYz3otrYPM6OiubvvG2m2F7cQPb30sNq4juruKDdDbsezNnPGRnAOM1ravqtvo2j3Gp3CyPBAm9hEAWI9skD9aOlx21sXqK5uHxjbXE81smm6lHdLAbiGGaAI1wgOMplvccHBqbwfrlz4i8O2+oXdobeZ8g4UBHweq/MTjtz3BosI3qKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAopkm7yn2AM+07QWKgn6jp9a4SJms/EtzBdwaY1wqRfZ1vtVeRkLbv9U0kZbJ4yBjt1oA76iuM0Bp4m0ZvKtYpJbYQlUvnzMiDBLR+VjK9jkcnGea7Om0AUUUUgCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKo6naXN6sEMN01vD5mZ2jYq7Jg/KpHTJxk+lc295dWun6rHaXs7232yK1tbiRzI6FiqyYY5JAJOCc859KAOyorm1ivLDWZtNsryZxPYtLEbuVpfLlVgucnJwdw49qSGCfT/ENjaW1/dXMjQO94s8zSLjHyvg/dJbjAxxnjij+v6+4DpaK5WW2vNPu9KzqVzPqdxcfv4/NYxPHyXwh4UKOhABzj1ovZkm19pprrUrSWCMx28draGZihOGcjy3Ayy4HThc96AOqorkNH1Ca8hjefV9bMhmdMLpo2EByBlvIwOAM8jHPSotRu5DFr19Jqs1rdafKRbwrNtQAKGXKdG3knrn26UAlc7Siub1m4kuH0XbHeOtwWZ4LS48l2/d56714B96p3ayWz2bxWOuWpN5CpkuNR8xMFwCCvnNnI46U7a2Yr6XOworG1SyaWaa6vdRmttPhgyqwTNEVbnc7FcZ4xgdOvFY82q6kmjaHZym6+13wbzGgQecUUZ4zgKxBXJOMc0ijsaK5e+1GNvBWovZyXkEtqjRv58jedE4wTlsk5wc5BPBo87wtj/kYecf9ByX/wCO0COoorI8LzPceGrGWSV5WZDmR3LFuT3PWs7xql2ulTXMKgRxRjdJ9vlixlhkGNRtYY/vHuaHowR1FFcKpS5voI7Sx0NrRrWeMpa6gREMNGzfMsXysOD+uRiuo0KaSfR4HkdZBjCSLMZd6joSxRcn8PfJp20A0qKKKQBRRRQAUUUUAFFFFABRRRQAUUUUAFFFRzwrcQPE7OquMExuUYfQggj8KAJKK5lLRYfEqpa3V+YbKAzXIkvJZFZmBCKQzEdAzflVO0ku49M0fWjfXUk95cRCeN5SYikpxtCdFxkYIAPFC1A7KiuMuZbqXStX1xb66Se0uJfIjWUiIJGcbSnQ5wckjPNbviWeWHwtqU8MjxSLbOyujEFTjqCKOlx21sa1Fc5pd6/iG+E0V1IljYlQERyrXEhUHc3fZg8D+Lr0xXOm/wBuk3dwl9qq6ot5KsTtJN5A/ekKGLfutuMZp21sLpc9FopBnAzjPfFLSAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAMzXtPuNR0x47SSNLlPmiMsSSKT6EMDjPqKx/B+m6pDG95qwijlbKRwpbRxlRnkkqoPPpmurooAKKKKACuQ8aSXEOq+GZLW3FxMt8xWIvs3/um4yehrr6iltreeSKSaCKR4W3RM6AlDjGQT0OPSjsBwN54d1vUtL1+8lsFgvdTubZo7MTIxRIioyWztyQCeDXRf2Zef8Jzc6j5P+iPpi26ybhy/mE4xnPTvjFdDRR0t/W1g/r8bnFaJZ+JPD/hPR4INPinlgMgu7NpVV2DMxUo+duRnOD1zUmk+EIr61v5fEenQM97fNeLal94gyoUDI4LYHOK7Gim3dtsDjbzTNW0XW7660XS0vba+tIoPLE6xmBowVUnd1XB7c8UQaZrHh/QtJ0y30u11izht9lzCXVHEuc7lLnaVyTwea7Kil/X9feH9fl/kcjoUieEdES31cSRSXE8s0dvawSzrArNkRgopxjPsOuKkvmPiLUNBvtMjme3sr5mnaWJoSg8sjO2QKTyw6A11VFH9fcH9fecDZaJrlvrlq9tp503F20l7Nb3mbS4jOc4hLEhjx2GDnmkPhvWI7e4uobZDd2+vyajBC8qgTxHjGeQpIJxmu/ooWn9en+QPX+vX/M4KfwxquuWfiG8ureOwvdREAt7dpRJs8nkbmXj5j6ZwK0tLstW1LxUmt6rpq6ctvZm2jhM6ys7MwLNleAvGB3rq6KP6/QHqcRZ+FvO8VQX/wDYNlpFnYyvIpiKGW6cghWO0YVQCTjOc44o1+y8T63Z3Wgzafbm3nuFKakkyqscQcMMp97eMY44rt6KFpbyDzMSXxXpNtO8EjXu+NijbdPuGGRx1CYP1FczfaBr32TWtBtbGOWx1W7adb4zqogVyCwZD8xIwcY9a9BooHe2xk3C37pd6dDp8Bt1tAsE9xIGjlcgjYyDnGMZPfNcnp+k6vYi6YWU+maYmnSpNayXvnxtJjgxDLFFHPp24r0KkdFkRkdQyMMMrDII9DSkm0/MIu1jznQLPWNa0zwnFLpyW2n6esV0bvz1bzdqYVVXqCc85/Wo7TwbqFtMdLuNOuruz+1mVbkas0cAQvvBMIOdw9hgnnNekQwxW0CQQRJFFGoVI0UKqgdAAOgp9W3711/X9WJS0t/X9anFw2niTQ7zVbXTNNtrqK/vWuoryWcBId+NwkThjjBxt6+1S+N57x/CXiKGayEdvFbr5NwJQfOJxu+XquDxz1rr6iuLeC7geC5hjmhcYeORQysPcHg1DV42KT965ydlZaxq3iOw1C/05LC30+1kjjPnrKZ3kAGRjooA74PtV/wTZ6hpnhqHTdRtPs8tqzRqRKriVckhhjoOeh54roQAAAAAB0Apaq/9f16kpBRRRSGFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFACOqujI6hlYYKkZBHpXNadpt5aXmoT6bplvpsdx5SLHMEAULu3PtiJDdRxlfrXTUUAcrp+jajo92IIEEvnXCyTahhM+XyWjKn7vzZwFGMN2PXqqKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAMzXbfUrrTvI0ySKOR2AkZ5Ch8vuFYKcMemccVTfSry60R9Oa2srFYtjWxt5mlCsrBhkFF4yB65ya36KAMSCx1Rr+fU7r7It0tsYLeKN2aMHO4lmIB5IHAHAHeo9EstXsGP2q2sZJJm33N0t07O59lMYGB0AzgCt+igDnNOstctr6a7urbTp7id8NN9rcFI88Ii+XwB6Z5PJq4+hytfyXi6zqCSuuz5VgwFySAMxnpk+9a9FAHNaJpF+mm4fV9Rtz50x8vyoB/y0bn5oieev48cVY1nRJNVnWPyLFYmTZLdum64291XjAyOM57nit2igDAu9ObVPEECPHcQ2VhC2HjkeLfI+AArKQcBQc898VV1HT7YXlpbWq6rJcJdQyEyS3MkQUMGJLMSnQevX3rqaKF0DoYWs2GqX2oWxiis59PhG9oJp2j8yTPBbCNlR1A9ee1Pu7HUrprG/RLWLULRn/dGVmidGGCN20EHgHO3qO9bVFAHLX+lXkXhjWmlUT316TK0VupYA4VQq9zwo5wK1P7UvNv8AyANR6f8APS3/APjtatFAGR4Yilh8N2Uc8TxSKh3JIuGX5j1FV/E+lpqVsI49KW5unwqXRWP9wAwOSWIbHX7ua36Kd9bgc3rGjahqskdxcfZpI7WXdHYrnEy9w7nHUfw425wDkc1raV9tNrI98hjd5XMcR25ijzhVO3IJwM9T1q9RSQMKKKKACiiigAooooAKKKKACiiigAooooAKKKKAM3SdOltILhrtke6upmlmKEleeFUEgHAUAVmW2hakkVhp88tsdPsZhKkiM3myBeUUrjAxxk5OcdBXS0UAc1c6FqLw32nQy2w069mMryMzebGGOXULjByc4ORjPQ1q61YyajoV7YwMiyTwtGhcnAJHfFaFFHSw763MiXSp4tRs7+xaJJVUQ3SMSFliH0H3lPT6kVljRda/si70gCwW3uZZibjznZ1SRyT8mwDOD/erq6KBLQZFGIokjUkhFCjPtT6KKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP/2Q==)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "XRgCudOAVwld"
      },
      "source": [
        "![微信图片_20221022233345.jpg](data:image/jpeg;base64,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)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "svJVr6CtUwOE"
      },
      "source": [
        "### Restart from Lastest Checkpoint in the Next Time\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "n-QRqLulUzHm",
        "outputId": "9f36a5d1-4297-4df3-ae92-6576d7ccb1e3"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Mounted at /content/drive\n"
          ]
        }
      ],
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ap94qMooqM6d",
        "outputId": "3553ae59-9342-4c46-fa8a-24a973c9ac92"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Cloning into 'whisper-vits-japanese'...\n",
            "remote: Enumerating objects: 148, done.\u001b[K\n",
            "remote: Counting objects: 100% (40/40), done.\u001b[K\n",
            "remote: Compressing objects: 100% (31/31), done.\u001b[K\n",
            "remote: Total 148 (delta 13), reused 23 (delta 7), pack-reused 108\u001b[K\n",
            "Receiving objects: 100% (148/148), 43.81 MiB | 36.39 MiB/s, done.\n",
            "Resolving deltas: 100% (19/19), done.\n"
          ]
        }
      ],
      "source": [
        "!git clone https://github.com/AlexandaJerry/whisper-vits-japanese"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "DYM1HFv4WqXg"
      },
      "outputs": [],
      "source": [
        "#把google drive的checkpoint恢复到文件夹\n",
        "!cp -RT /content/drive/MyDrive/logs/ /content/whisper-vits-japanese/logs/\n",
        "#把音频文件和对应抄本恢复到文件夹\n",
        "!cp -RT /content/drive/MyDrive/sliced_audio/ /content/whisper-vits-japanese/sliced_audio/\n",
        "!cp -RT /content/drive/MyDrive/filelists/ /content/whisper-vits-japanese/filelists/"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "vUwJbLK-Qn6r"
      },
      "outputs": [],
      "source": [
        "%cd /content/whisper-vits-japanese\n",
        "!pip install -r requirements.txt\n",
        "!sudo apt-get install espeak -y\n",
        "%cd monotonic_align\n",
        "!python setup.py build_ext --inplace\n",
        "%cd .."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "TMgKZgYXsXIz",
        "outputId": "c9c38a31-d2ab-4ad1-c789-95dd45963bf5"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "[INFO] {'train': {'log_interval': 200, 'eval_interval': 1000, 'seed': 1234, 'epochs': 400, 'learning_rate': 0.0002, 'betas': [0.8, 0.99], 'eps': 1e-09, 'batch_size': 24, 'fp16_run': True, 'lr_decay': 0.999875, 'segment_size': 8192, 'init_lr_ratio': 1, 'warmup_epochs': 0, 'c_mel': 45, 'c_kl': 1.0}, 'data': {'training_files': 'filelists/train_filelist.txt.cleaned', 'validation_files': 'filelists/val_filelist.txt.cleaned', 'text_cleaners': ['japanese_cleaners'], 'max_wav_value': 32768.0, 'sampling_rate': 22050, 'filter_length': 1024, 'hop_length': 256, 'win_length': 1024, 'n_mel_channels': 80, 'mel_fmin': 0.0, 'mel_fmax': None, 'add_blank': True, 'n_speakers': 0, 'cleaned_text': True}, 'model': {'inter_channels': 192, 'hidden_channels': 192, 'filter_channels': 768, 'n_heads': 2, 'n_layers': 6, 'kernel_size': 3, 'p_dropout': 0.1, 'resblock': '1', 'resblock_kernel_sizes': [3, 7, 11], 'resblock_dilation_sizes': [[1, 3, 5], [1, 3, 5], [1, 3, 5]], 'upsample_rates': [8, 8, 2, 2], 'upsample_initial_channel': 512, 'upsample_kernel_sizes': [16, 16, 4, 4], 'n_layers_q': 3, 'use_spectral_norm': False}, 'model_dir': './logs/isla_base'}\n",
            "[WARNING] git hash values are different. fa3d6213(saved) != 69ecb6d9(current)\n",
            "/usr/local/lib/python3.7/dist-packages/torch/utils/data/dataloader.py:566: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 2, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.\n",
            "  cpuset_checked))\n",
            "./logs/isla_base/G_19000.pth\n",
            "[INFO] Loaded checkpoint './logs/isla_base/G_19000.pth' (iteration 214)\n",
            "./logs/isla_base/D_19000.pth\n",
            "[INFO] Loaded checkpoint './logs/isla_base/D_19000.pth' (iteration 214)\n",
            "/usr/local/lib/python3.7/dist-packages/torch/functional.py:607: UserWarning: stft will soon require the return_complex parameter be given for real inputs, and will further require that return_complex=True in a future PyTorch release. (Triggered internally at  ../aten/src/ATen/native/SpectralOps.cpp:800.)\n",
            "  normalized, onesided, return_complex)\n",
            "/usr/local/lib/python3.7/dist-packages/torch/functional.py:607: UserWarning: ComplexHalf support is experimental and many operators don't support it yet. (Triggered internally at  ../aten/src/ATen/EmptyTensor.cpp:31.)\n",
            "  normalized, onesided, return_complex)\n",
            "/usr/local/lib/python3.7/dist-packages/torch/autograd/__init__.py:175: UserWarning: Grad strides do not match bucket view strides. This may indicate grad was not created according to the gradient layout contract, or that the param's strides changed since DDP was constructed.  This is not an error, but may impair performance.\n",
            "grad.sizes() = [1, 9, 96], strides() = [21984, 96, 1]\n",
            "bucket_view.sizes() = [1, 9, 96], strides() = [864, 96, 1] (Triggered internally at  ../torch/csrc/distributed/c10d/reducer.cpp:312.)\n",
            "  allow_unreachable=True, accumulate_grad=True)  # Calls into the C++ engine to run the backward pass\n",
            "[INFO] Train Epoch: 214 [48%]\n",
            "[INFO] [2.4694342613220215, 2.388223886489868, 5.171596527099609, 21.997522354125977, 1.5507731437683105, 1.2682931423187256, 19000, 0.00019462325483015215]\n",
            "/usr/local/lib/python3.7/dist-packages/torch/utils/data/dataloader.py:566: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 2, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.\n",
            "  cpuset_checked))\n",
            "[INFO] Saving model and optimizer state at iteration 214 to ./logs/isla_base/G_19000.pth\n",
            "[INFO] Saving model and optimizer state at iteration 214 to ./logs/isla_base/D_19000.pth\n",
            "[INFO] ====> Epoch: 214\n",
            "Traceback (most recent call last):\n",
            "\n"
          ]
        }
      ],
      "source": [
        "!python train.py -c configs/isla_base.json -m isla_base"
      ]
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "collapsed_sections": [],
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "name": "python",
      "version": "3.8.10 (tags/v3.8.10:3d8993a, May  3 2021, 11:48:03) [MSC v.1928 64 bit (AMD64)]"
    },
    "vscode": {
      "interpreter": {
        "hash": "b4c01c8f52586033bb4bb2bf4f864991e275e728809d596b5bf2a750c26b84f7"
      }
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}