diff --git "a/notebooks/1.4-robust-qa-model.ipynb" "b/notebooks/1.4-robust-qa-model.ipynb"
new file mode 100644--- /dev/null
+++ "b/notebooks/1.4-robust-qa-model.ipynb"
@@ -0,0 +1,55170 @@
+{
+ "cells": [
+ {
+ "attachments": {},
+ "cell_type": "markdown",
+ "id": "2202de26",
+ "metadata": {},
+ "source": [
+ "### Kaggle link: https://www.kaggle.com/code/noobhocai/robust-qa-model/notebook"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "7fa7190f",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:03:55.496021Z",
+ "iopub.status.busy": "2023-06-29T18:03:55.495602Z",
+ "iopub.status.idle": "2023-06-29T18:05:06.108463Z",
+ "shell.execute_reply": "2023-06-29T18:05:06.107292Z"
+ },
+ "papermill": {
+ "duration": 70.62346,
+ "end_time": "2023-06-29T18:05:06.110986",
+ "exception": false,
+ "start_time": "2023-06-29T18:03:55.487526",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Collecting git+https://github.com/huggingface/transformers.git\r\n",
+ " Cloning https://github.com/huggingface/transformers.git to /tmp/pip-req-build-h0dx0051\r\n",
+ " Running command git clone --filter=blob:none --quiet https://github.com/huggingface/transformers.git /tmp/pip-req-build-h0dx0051\r\n",
+ " Resolved https://github.com/huggingface/transformers.git to commit c817bc44e2915593a292df9e7d4e2c0dfefb6620\r\n",
+ " Installing build dependencies ... \u001b[?25l-\b \b\\\b \b|\b \b/\b \bdone\r\n",
+ "\u001b[?25h Getting requirements to build wheel ... \u001b[?25l-\b \b\\\b \bdone\r\n",
+ "\u001b[?25h Preparing metadata (pyproject.toml) ... \u001b[?25l-\b \b\\\b \bdone\r\n",
+ "\u001b[?25hRequirement already satisfied: filelock in /opt/conda/lib/python3.10/site-packages (from transformers==4.31.0.dev0) (3.12.0)\r\n",
+ "Requirement already satisfied: huggingface-hub<1.0,>=0.14.1 in /opt/conda/lib/python3.10/site-packages (from transformers==4.31.0.dev0) (0.15.1)\r\n",
+ "Requirement already satisfied: numpy>=1.17 in /opt/conda/lib/python3.10/site-packages (from transformers==4.31.0.dev0) (1.23.5)\r\n",
+ "Requirement already satisfied: packaging>=20.0 in /opt/conda/lib/python3.10/site-packages (from transformers==4.31.0.dev0) (21.3)\r\n",
+ "Requirement already satisfied: pyyaml>=5.1 in /opt/conda/lib/python3.10/site-packages (from transformers==4.31.0.dev0) (5.4.1)\r\n",
+ "Requirement already satisfied: regex!=2019.12.17 in /opt/conda/lib/python3.10/site-packages (from transformers==4.31.0.dev0) (2023.5.5)\r\n",
+ "Requirement already satisfied: requests in /opt/conda/lib/python3.10/site-packages (from transformers==4.31.0.dev0) (2.28.2)\r\n",
+ "Requirement already satisfied: tokenizers!=0.11.3,<0.14,>=0.11.1 in /opt/conda/lib/python3.10/site-packages (from transformers==4.31.0.dev0) (0.13.3)\r\n",
+ "Requirement already satisfied: safetensors>=0.3.1 in /opt/conda/lib/python3.10/site-packages (from transformers==4.31.0.dev0) (0.3.1)\r\n",
+ "Requirement already satisfied: tqdm>=4.27 in /opt/conda/lib/python3.10/site-packages (from transformers==4.31.0.dev0) (4.64.1)\r\n",
+ "Requirement already satisfied: fsspec in /opt/conda/lib/python3.10/site-packages (from huggingface-hub<1.0,>=0.14.1->transformers==4.31.0.dev0) (2023.6.0)\r\n",
+ "Requirement already satisfied: typing-extensions>=3.7.4.3 in /opt/conda/lib/python3.10/site-packages (from huggingface-hub<1.0,>=0.14.1->transformers==4.31.0.dev0) (4.5.0)\r\n",
+ "Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /opt/conda/lib/python3.10/site-packages (from packaging>=20.0->transformers==4.31.0.dev0) (3.0.9)\r\n",
+ "Requirement already satisfied: charset-normalizer<4,>=2 in /opt/conda/lib/python3.10/site-packages (from requests->transformers==4.31.0.dev0) (2.1.1)\r\n",
+ "Requirement already satisfied: idna<4,>=2.5 in /opt/conda/lib/python3.10/site-packages (from requests->transformers==4.31.0.dev0) (3.4)\r\n",
+ "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /opt/conda/lib/python3.10/site-packages (from requests->transformers==4.31.0.dev0) (1.26.15)\r\n",
+ "Requirement already satisfied: certifi>=2017.4.17 in /opt/conda/lib/python3.10/site-packages (from requests->transformers==4.31.0.dev0) (2023.5.7)\r\n",
+ "Building wheels for collected packages: transformers\r\n",
+ " Building wheel for transformers (pyproject.toml) ... \u001b[?25l-\b \b\\\b \b|\b \b/\b \b-\b \b\\\b \b|\b \b/\b \b-\b \b\\\b \b|\b \b/\b \b-\b \b\\\b \b|\b \b/\b \b-\b \b\\\b \b|\b \b/\b \b-\b \bdone\r\n",
+ "\u001b[?25h Created wheel for transformers: filename=transformers-4.31.0.dev0-py3-none-any.whl size=7262017 sha256=9b931b8e538d7470013ac2bbe64007dcf896d81c966f5e7eb0e7e5241f53db1a\r\n",
+ " Stored in directory: /tmp/pip-ephem-wheel-cache-e2lgbyd3/wheels/e7/9c/5b/e1a9c8007c343041e61cc484433d512ea9274272e3fcbe7c16\r\n",
+ "Successfully built transformers\r\n",
+ "Installing collected packages: transformers\r\n",
+ " Attempting uninstall: transformers\r\n",
+ " Found existing installation: transformers 4.30.1\r\n",
+ " Uninstalling transformers-4.30.1:\r\n",
+ " Successfully uninstalled transformers-4.30.1\r\n",
+ "Successfully installed transformers-4.31.0.dev0\r\n",
+ "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\r\n",
+ "\u001b[0mCollecting git+https://github.com/huggingface/accelerate.git\r\n",
+ " Cloning https://github.com/huggingface/accelerate.git to /tmp/pip-req-build-a5z4_f1k\r\n",
+ " Running command git clone --filter=blob:none --quiet https://github.com/huggingface/accelerate.git /tmp/pip-req-build-a5z4_f1k\r\n",
+ " Resolved https://github.com/huggingface/accelerate.git to commit 17ec2ede119b0d50c7ead181166e0be8a1c8586b\r\n",
+ " Installing build dependencies ... \u001b[?25l-\b \b\\\b \b|\b \bdone\r\n",
+ "\u001b[?25h Getting requirements to build wheel ... \u001b[?25l-\b \bdone\r\n",
+ "\u001b[?25h Preparing metadata (pyproject.toml) ... \u001b[?25l-\b \bdone\r\n",
+ "\u001b[?25hRequirement already satisfied: numpy>=1.17 in /opt/conda/lib/python3.10/site-packages (from accelerate==0.21.0.dev0) (1.23.5)\r\n",
+ "Requirement already satisfied: packaging>=20.0 in /opt/conda/lib/python3.10/site-packages (from accelerate==0.21.0.dev0) (21.3)\r\n",
+ "Requirement already satisfied: psutil in /opt/conda/lib/python3.10/site-packages (from accelerate==0.21.0.dev0) (5.9.3)\r\n",
+ "Requirement already satisfied: pyyaml in /opt/conda/lib/python3.10/site-packages (from accelerate==0.21.0.dev0) (5.4.1)\r\n",
+ "Requirement already satisfied: torch>=1.10.0 in /opt/conda/lib/python3.10/site-packages (from accelerate==0.21.0.dev0) (2.0.0)\r\n",
+ "Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /opt/conda/lib/python3.10/site-packages (from packaging>=20.0->accelerate==0.21.0.dev0) (3.0.9)\r\n",
+ "Requirement already satisfied: filelock in /opt/conda/lib/python3.10/site-packages (from torch>=1.10.0->accelerate==0.21.0.dev0) (3.12.0)\r\n",
+ "Requirement already satisfied: typing-extensions in /opt/conda/lib/python3.10/site-packages (from torch>=1.10.0->accelerate==0.21.0.dev0) (4.5.0)\r\n",
+ "Requirement already satisfied: sympy in /opt/conda/lib/python3.10/site-packages (from torch>=1.10.0->accelerate==0.21.0.dev0) (1.12)\r\n",
+ "Requirement already satisfied: networkx in /opt/conda/lib/python3.10/site-packages (from torch>=1.10.0->accelerate==0.21.0.dev0) (3.1)\r\n",
+ "Requirement already satisfied: jinja2 in /opt/conda/lib/python3.10/site-packages (from torch>=1.10.0->accelerate==0.21.0.dev0) (3.1.2)\r\n",
+ "Requirement already satisfied: MarkupSafe>=2.0 in /opt/conda/lib/python3.10/site-packages (from jinja2->torch>=1.10.0->accelerate==0.21.0.dev0) (2.1.2)\r\n",
+ "Requirement already satisfied: mpmath>=0.19 in /opt/conda/lib/python3.10/site-packages (from sympy->torch>=1.10.0->accelerate==0.21.0.dev0) (1.3.0)\r\n",
+ "Building wheels for collected packages: accelerate\r\n",
+ " Building wheel for accelerate (pyproject.toml) ... \u001b[?25l-\b \b\\\b \bdone\r\n",
+ "\u001b[?25h Created wheel for accelerate: filename=accelerate-0.21.0.dev0-py3-none-any.whl size=234327 sha256=fc4be68721d95e46bd41ef42e2fd263c57cb57265fc5757072d549a837df4e28\r\n",
+ " Stored in directory: /tmp/pip-ephem-wheel-cache-7_crjrr1/wheels/9c/a3/1e/47368f9b6575655fe9ee1b6350cfa7d4b0befe66a35f8a8365\r\n",
+ "Successfully built accelerate\r\n",
+ "Installing collected packages: accelerate\r\n",
+ " Attempting uninstall: accelerate\r\n",
+ " Found existing installation: accelerate 0.12.0\r\n",
+ " Uninstalling accelerate-0.12.0:\r\n",
+ " Successfully uninstalled accelerate-0.12.0\r\n",
+ "Successfully installed accelerate-0.21.0.dev0\r\n",
+ "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\r\n",
+ "\u001b[0m"
+ ]
+ }
+ ],
+ "source": [
+ "! pip install -U git+https://github.com/huggingface/transformers.git\n",
+ "! pip install -U git+https://github.com/huggingface/accelerate.git"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "c55abfa1",
+ "metadata": {
+ "_cell_guid": "b1076dfc-b9ad-4769-8c92-a6c4dae69d19",
+ "_uuid": "8f2839f25d086af736a60e9eeb907d3b93b6e0e5",
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:06.134839Z",
+ "iopub.status.busy": "2023-06-29T18:05:06.134524Z",
+ "iopub.status.idle": "2023-06-29T18:05:07.381701Z",
+ "shell.execute_reply": "2023-06-29T18:05:07.380594Z"
+ },
+ "papermill": {
+ "duration": 1.261833,
+ "end_time": "2023-06-29T18:05:07.384086",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:06.122253",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
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+ " | \n",
+ " id | \n",
+ " text | \n",
+ " title | \n",
+ " question | \n",
+ " category | \n",
+ " is_long_answer | \n",
+ " short_candidate_start | \n",
+ " answer | \n",
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+ " Trung Quốc | \n",
+ " Thủ tướng Trung Quốc là gì | \n",
+ " PARTIAL_ANNOTATION | \n",
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+ " Cúp cờ vua thế giới | \n",
+ " Cờ vua còn có tên gọi nào khác | \n",
+ " FALSE_LONG_ANSWER | \n",
+ " False | \n",
+ " | \n",
+ " | \n",
+ " | \n",
+ "
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+ " \n",
+ " 4 | \n",
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+ " Shkhara | \n",
+ " Núi nào cao nhất châu âu | \n",
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+ "\n",
+ " text title \\\n",
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+ "1 có 23 quốc gia không có lực lượng quân đội, ba... \n",
+ "2 Raymondienne (hay Raymonde Dien) sinh ngày 13 ... Raymondienne \n",
+ "3 Cúp cờ vua thế giới là tên gọi một số giải đấu... Cúp cờ vua thế giới \n",
+ "4 Đỉnh núi nằm ở phần trung tâm của dãy núi Đại ... Shkhara \n",
+ "\n",
+ " question category \\\n",
+ "0 Thủ tướng Trung Quốc là gì PARTIAL_ANNOTATION \n",
+ "1 Đất nước nào không có quân đ���i FULL_ANNOTATION \n",
+ "2 Pháp tấn công xâm lược Việt Nam vào ngày tháng... FALSE_LONG_ANSWER \n",
+ "3 Cờ vua còn có tên gọi nào khác FALSE_LONG_ANSWER \n",
+ "4 Núi nào cao nhất châu âu FULL_ANNOTATION \n",
+ "\n",
+ " is_long_answer short_candidate_start \\\n",
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+ " answer \\\n",
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+ "0 \n",
+ "1 Costa Rica, Iceland, Panama, Micronesia, Quần ... \n",
+ "2 \n",
+ "3 \n",
+ "4 núi Elbrus "
+ ]
+ },
+ "execution_count": 2,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import pandas as pd\n",
+ "import numpy as np\n",
+ "import json\n",
+ " \n",
+ "# with open('/kaggle/input/e2eqa-wiki-zalo-ai/processed/zac2022_train_merged_final.json', 'r') as f:\n",
+ "# data = json.load(f)\n",
+ "\n",
+ "# df = pd.DataFrame(data['data'])\n",
+ "# df.drop(columns='dirty_text', inplace=True)\n",
+ "# df.fillna('', inplace=True)\n",
+ "# df.head()\n",
+ "\n",
+ "df = pd.DataFrame()\n",
+ "\n",
+ "all_text = []\n",
+ "all_id = []\n",
+ "all_question = []\n",
+ "all_title = []\n",
+ "all_category = []\n",
+ "all_is_long = []\n",
+ "\n",
+ "all_dirty_text = []\n",
+ "\n",
+ "\n",
+ "short_candidate_start = []\n",
+ "short_candidate = []\n",
+ "answer = []\n",
+ "\n",
+ "\n",
+ "with open('/kaggle/input/e2eqa-wiki-zalo-ai/processed/zac2022_train_merged_final.json', 'r') as f:\n",
+ " data = json.load(f)\n",
+ " \n",
+ "df = pd.DataFrame(data['data'])\n",
+ "df.drop(columns='dirty_text', inplace=True)\n",
+ "df.fillna(\"\", inplace=True)\n",
+ "\n",
+ "df.head()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "6be52527",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:07.428882Z",
+ "iopub.status.busy": "2023-06-29T18:05:07.428542Z",
+ "iopub.status.idle": "2023-06-29T18:05:07.434319Z",
+ "shell.execute_reply": "2023-06-29T18:05:07.433522Z"
+ },
+ "papermill": {
+ "duration": 0.031275,
+ "end_time": "2023-06-29T18:05:07.439583",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:07.408308",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(20857, 9)"
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df.shape"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "7dadb02e",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:07.471270Z",
+ "iopub.status.busy": "2023-06-29T18:05:07.470951Z",
+ "iopub.status.idle": "2023-06-29T18:05:08.133110Z",
+ "shell.execute_reply": "2023-06-29T18:05:08.132175Z"
+ },
+ "papermill": {
+ "duration": 0.685311,
+ "end_time": "2023-06-29T18:05:08.140413",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:07.455102",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "with open('/kaggle/input/e2eqa-wiki-zalo-ai/processed/zac2022_train_merged_final.json', 'r') as f:\n",
+ " data = json.load(f)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "0850f848",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:08.174687Z",
+ "iopub.status.busy": "2023-06-29T18:05:08.174328Z",
+ "iopub.status.idle": "2023-06-29T18:05:08.184499Z",
+ "shell.execute_reply": "2023-06-29T18:05:08.183718Z"
+ },
+ "papermill": {
+ "duration": 0.030118,
+ "end_time": "2023-06-29T18:05:08.186958",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:08.156840",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "'núi Elbrus , ngọn núi cao nhất của châu Âu .'"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "data['data'][4]['text'][73:]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "c213d5a5",
+ "metadata": {
+ "execution": {
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+ "source": [
+ "import json\n",
+ "from glob import glob\n",
+ "from tqdm import tqdm\n",
+ "import re\n",
+ "from nltk import word_tokenize as lib_tokenizer\n",
+ "\n",
+ "dict_map = dict({})\n",
+ "\n",
+ "def word_tokenize(text):\n",
+ " global dict_map\n",
+ " words = text.split()\n",
+ " words_norm = []\n",
+ " for w in words:\n",
+ " if dict_map.get(w, None) is None:\n",
+ " dict_map[w] = ' '.join(lib_tokenizer(w)).replace('``', '\"').replace(\"''\", '\"')\n",
+ " words_norm.append(dict_map[w])\n",
+ " return words_norm\n",
+ "\n",
+ "def strip_answer_string(text):\n",
+ " text = text.strip()\n",
+ " while text[-1] in '.,/><;:\\'\"[]{}+=-_)(*&^!~`':\n",
+ " if text[0] != '(' and text[-1] == ')' and '(' in text:\n",
+ " break\n",
+ " if text[-1] == '\"' and text[0] != '\"' and text.count('\"') > 1:\n",
+ " break\n",
+ " text = text[:-1].strip()\n",
+ " while text[0] in '.,/><;:\\'\"[]{}+=-_)(*&^!~`':\n",
+ " if text[0] == '\"' and text[-1] != '\"' and text.count('\"') > 1:\n",
+ " break\n",
+ " text = text[1:].strip()\n",
+ " text = text.strip()\n",
+ " return text\n",
+ "\n",
+ "\n",
+ "def strip_context(text):\n",
+ " text = text.replace('\\n', ' ')\n",
+ " text = re.sub(r'\\s+', ' ', text)\n",
+ " text = text.strip()\n",
+ " return text"
+ ]
+ },
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+ "3497 09ee53a835ea4ed2234aee8161b16d87 \n",
+ "\n",
+ " question \\\n",
+ "0 Thủ tướng Trung Quốc là gì \n",
+ "1 Tỉnh Đắk Nông được thành lập vào ngày tháng nă... \n",
+ "2 Tỉnh nào của nước ta vừa giáp Lào vừa giáp Cam... \n",
+ "4 hải dương có bao nhiêu huyện \n",
+ "6 Hari Won sinh năm bao nhiêu \n",
+ "... ... \n",
+ "3491 vì sao sao Hỏa có màu đỏ \n",
+ "3494 Thời đại Hồng Bàng còn có tên gọi khác là gì \n",
+ "3495 Hà Nội có bao nhiêu đơn vị hành chính \n",
+ "3496 Ngày thành lập Google \n",
+ "3497 Ngọn núi nào cao nhất Đông Dương \n",
+ "\n",
+ " title \\\n",
+ "0 Trung Quốc \n",
+ "1 Đắk Nông \n",
+ "2 Tây Nguyên \n",
+ "4 Lịch sử hành chính Hải Dương \n",
+ "6 Hari Won \n",
+ "... ... \n",
+ "3491 Sao Hoả \n",
+ "3494 Hồng Bàng \n",
+ "3495 Lịch sử hành chính Hà Nội \n",
+ "3496 Google \n",
+ "3497 Dãy núi Hoàng Liên Sơn \n",
+ "\n",
+ " text \\\n",
+ "0 Thủ tướng Trung Quốc là nhân vật lãnh đạo chín... \n",
+ "1 Đắk Nông hay Đắc Nông là một tỉnh ở Tây Nguyên... \n",
+ "2 Tây Nguyên là vùng cao nguyên, phía bắc giáp t... \n",
+ "4 Cùng năm , thành lập một số thị trấn thuộc các... \n",
+ "6 Hari Won ( 하리원 , \" Hari Nguyễn \" ) tên thật là... \n",
+ "... ... \n",
+ "3491 Sao Hoả còn gọi là : Hoả Tinh , ( Tiếng Anh : ... \n",
+ "3494 Hồng Bàng Thị hay Thời đại Hồng Bàng là một gi... \n",
+ "3495 Vào thời điểm hiện tại ( 2017 ) , về mặt hành ... \n",
+ "3496 Tên miền www.google.com được đăng ký ngày 15 t... \n",
+ "3497 Dãy núi Hoàng Liên Sơn rộng 30 km, chạy dài 18... \n",
+ "\n",
+ " pred_answer pred_answer_start \\\n",
+ "0 nhân vật lãnh đạo chính phủ 24 \n",
+ "1 ngày 1 tháng 1 năm 2004 91 \n",
+ "2 Kon Tum 289 \n",
+ "4 8 209 \n",
+ "6 1985 110 \n",
+ "... ... ... \n",
+ "3491 sắt ôxít có mặt rất nhiều trên bề mặt hành tinh 222 \n",
+ "3494 Hồng Bàng Thị 0 \n",
+ "3495 30 75 \n",
+ "3496 ngày 7 tháng 9 năm 1998 114 \n",
+ "3497 Phan Xi Păng 322 \n",
+ "\n",
+ " pred_answer_end pred_answer_score \n",
+ "0 51 0.991081 \n",
+ "1 114 0.999969 \n",
+ "2 296 0.999406 \n",
+ "4 210 0.872943 \n",
+ "6 114 0.971467 \n",
+ "... ... ... \n",
+ "3491 269 0.679995 \n",
+ "3494 13 0.999944 \n",
+ "3495 77 0.999760 \n",
+ "3496 137 0.999846 \n",
+ "3497 334 0.995318 \n",
+ "\n",
+ "[2241 rows x 8 columns]"
+ ]
+ },
+ "execution_count": 8,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import string\n",
+ "df_partial_pseudo = pd.read_csv('/kaggle/input/e2eqa-wiki-zalo-ai/pseudo-data/df_za2022_partial_anno_pseudo_label.csv')\n",
+ "\n",
+ "def post_process(x):\n",
+ " return x.replace(\",\",\"\").replace(\".\",\"\").replace(\"?\",\"\").replace(\"!\",\"\").replace(\")\",\"\").replace(\"(\",\"\")\n",
+ "\n",
+ "df_partial_pseudo[\"pred_answer\"] = df_partial_pseudo[\"pred_answer\"].apply(post_process)\n",
+ "\n",
+ "df_partial_pseudo = df_partial_pseudo[df_partial_pseudo['pred_answer_score'] > 0.6] \n",
+ "\n",
+ "df_partial_pseudo"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "71c5ea6a",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:10.196554Z",
+ "iopub.status.busy": "2023-06-29T18:05:10.195857Z",
+ "iopub.status.idle": "2023-06-29T18:05:10.245464Z",
+ "shell.execute_reply": "2023-06-29T18:05:10.244542Z"
+ },
+ "papermill": {
+ "duration": 0.064813,
+ "end_time": "2023-06-29T18:05:10.247408",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:10.182595",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
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+ ".. ... \n",
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+ "389 Thiếu tướng Lê Thiết Hùng (1908 – 1986) nhà ho... \n",
+ "392 Có ý kiến cho rằng Alpha Centauri, chòm sao gầ... \n",
+ "393 Đồng bằng sông Hồng (hay Châu thổ sông Hồng) l... \n",
+ "\n",
+ " pred_answer pred_answer_start pred_answer_end \\\n",
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+ "1 Ngày 1 tháng 2 năm 2013 0 24 \n",
+ "2 Làng Hoàng Trù 0 14 \n",
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+ "5 Cà Mau 46 53 \n",
+ ".. ... ... ... \n",
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+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "df_za2019_pseudo = pd.read_csv('/kaggle/input/e2eqa-wiki-zalo-ai/pseudo-data/df_za_2019_pseudo_label.csv')\n",
+ "\n",
+ "\n",
+ "df_za2019_pseudo[\"pred_answer\"] = df_za2019_pseudo[\"pred_answer\"].apply(post_process)\n",
+ "\n",
+ "df_za2019_pseudo = df_za2019_pseudo[df_za2019_pseudo['pred_answer_score'] > 0.6] \n",
+ "\n",
+ "\n",
+ "df_za2019_pseudo"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "749799c1",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:10.276485Z",
+ "iopub.status.busy": "2023-06-29T18:05:10.275598Z",
+ "iopub.status.idle": "2023-06-29T18:05:10.316671Z",
+ "shell.execute_reply": "2023-06-29T18:05:10.315655Z"
+ },
+ "papermill": {
+ "duration": 0.057569,
+ "end_time": "2023-06-29T18:05:10.318813",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:10.261244",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(749, 749)"
+ ]
+ },
+ "execution_count": 10,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "with open('/kaggle/input/e2eqa-wiki-zalo-ai/zac2022_val.json/zac2022_val.json', 'r') as f:\n",
+ " val = json.load(f)\n",
+ "\n",
+ "all_valid_id = []\n",
+ "\n",
+ "for item in val['data']:\n",
+ " all_valid_id.append(item['id'])\n",
+ " \n",
+ " \n",
+ "len(val['data']), len(all_valid_id)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "57ca725c",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:10.346578Z",
+ "iopub.status.busy": "2023-06-29T18:05:10.346304Z",
+ "iopub.status.idle": "2023-06-29T18:05:10.844032Z",
+ "shell.execute_reply": "2023-06-29T18:05:10.843099Z"
+ },
+ "papermill": {
+ "duration": 0.517288,
+ "end_time": "2023-06-29T18:05:10.849234",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:10.331946",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "(20107, 749)"
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "all_train = []\n",
+ "\n",
+ "for item in data['data']:\n",
+ " if item['id'] not in all_valid_id:\n",
+ " all_train.append(item)\n",
+ "\n",
+ "train_data = {'data': all_train}\n",
+ "\n",
+ "len(train_data['data']), len(val['data'])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "f70bcae3",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:10.883399Z",
+ "iopub.status.busy": "2023-06-29T18:05:10.883056Z",
+ "iopub.status.idle": "2023-06-29T18:05:10.908488Z",
+ "shell.execute_reply": "2023-06-29T18:05:10.907420Z"
+ },
+ "papermill": {
+ "duration": 0.042618,
+ "end_time": "2023-06-29T18:05:10.910638",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:10.868020",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [],
+ "source": [
+ "def handle_file(data, train = True):\n",
+ " \n",
+ " qa_data = data['data']\n",
+ " \n",
+ " norm_samples = []\n",
+ " \n",
+ " ## za 2019 data set pseudo label\n",
+ " \n",
+ " if train ==True:\n",
+ " for i, row in df_za2019_pseudo.iterrows():\n",
+ "\n",
+ " print('zalo2019 pseudo dataset!')\n",
+ "\n",
+ " context_raw = row['text']\n",
+ " question = row['question']\n",
+ "\n",
+ " answer_raw = row['pred_answer']\n",
+ " answer_index_raw = row['pred_answer_start']\n",
+ "\n",
+ "\n",
+ " if context_raw[answer_index_raw: answer_index_raw + len(answer_raw)] == answer_raw:\n",
+ "\n",
+ " # print('True!!!!!!!!!')\n",
+ "\n",
+ " context_prev = strip_context(context_raw[:answer_index_raw])\n",
+ " answer = strip_answer_string(answer_raw)\n",
+ " context_next = strip_context(context_raw[answer_index_raw + len(answer):])\n",
+ "\n",
+ " context_prev = ' '.join(word_tokenize(context_prev))\n",
+ " context_next = ' '.join(word_tokenize(context_next))\n",
+ " answer = ' '.join(word_tokenize(answer))\n",
+ " question = ' '.join(word_tokenize(question))\n",
+ "\n",
+ " context = \"{} {} {}\".format(context_prev, answer, context_next).strip()\n",
+ "\n",
+ " norm_samples.append({\n",
+ " \"context\": context,\n",
+ " \"question\": question,\n",
+ " \"answer_text\": answer,\n",
+ " \"answer_start_idx\": len(\"{} {}\".format(context_prev, answer).strip()) - len(answer)\n",
+ " })\n",
+ "\n",
+ " #za2022 dataset\n",
+ "\n",
+ " for item in tqdm(qa_data, total=len(qa_data)):\n",
+ " \n",
+ " #preprocess\n",
+ " \n",
+ " if 'dirty_text' in item.keys():\n",
+ " if item['dirty_text'] != None:\n",
+ " \n",
+ " context_raw = item['dirty_text']\n",
+ " else:\n",
+ " \n",
+ " context_raw = item['text']\n",
+ " \n",
+ "# print(context_raw)\n",
+ " else:\n",
+ " context_raw = item['text']\n",
+ " \n",
+ "# print(context_raw)\n",
+ " \n",
+ " id_ = item['id']\n",
+ " category = item['category']\n",
+ " is_long_answer = item['is_long_answer']\n",
+ " question = item['question']\n",
+ " \n",
+ " ## train / valid\n",
+ " \n",
+ " \n",
+ " \n",
+ " if category == 'FULL_ANNOTATION':\n",
+ " \n",
+ " answer_raw = item['short_candidate']\n",
+ " \n",
+ " if 'dirty_text' in item.keys():\n",
+ " print('use dirty text !!!')\n",
+ " if item['dirty_text'] != None:\n",
+ " answer_index_raw = context_raw.find(answer_raw)\n",
+ " else:\n",
+ " answer_index_raw = item['short_candidate_start']\n",
+ " \n",
+ " else:\n",
+ " answer_index_raw = item['short_candidate_start']\n",
+ " \n",
+ " if context_raw[answer_index_raw: answer_index_raw + len(answer_raw)] == answer_raw:\n",
+ " \n",
+ " print('True!!!!!!!!!')\n",
+ " \n",
+ " context_prev = strip_context(context_raw[:answer_index_raw])\n",
+ " answer = strip_answer_string(answer_raw)\n",
+ " context_next = strip_context(context_raw[answer_index_raw + len(answer):])\n",
+ "\n",
+ " context_prev = ' '.join(word_tokenize(context_prev))\n",
+ " context_next = ' '.join(word_tokenize(context_next))\n",
+ " answer = ' '.join(word_tokenize(answer))\n",
+ " question = ' '.join(word_tokenize(question))\n",
+ "\n",
+ " context = \"{} {} {}\".format(context_prev, answer, context_next).strip()\n",
+ "\n",
+ " norm_samples.append({\n",
+ " \"context\": context,\n",
+ " \"question\": question,\n",
+ " \"answer_text\": answer,\n",
+ " \"answer_start_idx\": len(\"{} {}\".format(context_prev, answer).strip()) - len(answer)\n",
+ " })\n",
+ " \n",
+ " elif category == 'PARTIAL_ANNOTATION':\n",
+ " \n",
+ " if id_ in df_partial_pseudo['id'].unique():\n",
+ " \n",
+ " print('pseudo data!!')\n",
+ " \n",
+ " answer_raw = df_partial_pseudo[df_partial_pseudo['id'] == id_]['pred_answer'].values[0]\n",
+ " answer_index_raw = df_partial_pseudo[df_partial_pseudo['id'] == id_]['pred_answer_start'].values[0] # item['short_candidate_start']\n",
+ "\n",
+ " if context_raw[answer_index_raw: answer_index_raw + len(answer_raw)] == answer_raw:\n",
+ "\n",
+ " # print('True!!!!!!!!!')\n",
+ "\n",
+ " context_prev = strip_context(context_raw[:answer_index_raw])\n",
+ " answer = strip_answer_string(answer_raw)\n",
+ " context_next = strip_context(context_raw[answer_index_raw + len(answer):])\n",
+ "\n",
+ " context_prev = ' '.join(word_tokenize(context_prev))\n",
+ " context_next = ' '.join(word_tokenize(context_next))\n",
+ " answer = ' '.join(word_tokenize(answer))\n",
+ " question = ' '.join(word_tokenize(question))\n",
+ "\n",
+ " context = \"{} {} {}\".format(context_prev, answer, context_next).strip()\n",
+ "\n",
+ " norm_samples.append({\n",
+ " \"context\": context,\n",
+ " \"question\": question,\n",
+ " \"answer_text\": answer,\n",
+ " \"answer_start_idx\": len(\"{} {}\".format(context_prev, answer).strip()) - len(answer)\n",
+ " })\n",
+ " \n",
+ " else:\n",
+ " context_raw = ' '.join(word_tokenize(context_raw))\n",
+ " question = ' '.join(word_tokenize(question))\n",
+ " norm_samples.append({\n",
+ " \"context\": context_raw,\n",
+ " \"question\": question,\n",
+ " \"answer_text\": '',\n",
+ " \"answer_start_idx\": 0\n",
+ " })\n",
+ " \n",
+ " \n",
+ " else:\n",
+ " context_raw = ' '.join(word_tokenize(context_raw))\n",
+ " question = ' '.join(word_tokenize(question))\n",
+ " norm_samples.append({\n",
+ " \"context\": context_raw,\n",
+ " \"question\": question,\n",
+ " \"answer_text\": '',\n",
+ " \"answer_start_idx\": 0\n",
+ " })\n",
+ " \n",
+ " \n",
+ " print('Len training sample: ', len(norm_samples))\n",
+ " return norm_samples"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "6f175fed",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:10.939227Z",
+ "iopub.status.busy": "2023-06-29T18:05:10.938902Z",
+ "iopub.status.idle": "2023-06-29T18:05:10.946080Z",
+ "shell.execute_reply": "2023-06-29T18:05:10.944466Z"
+ },
+ "papermill": {
+ "duration": 0.023524,
+ "end_time": "2023-06-29T18:05:10.948043",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:10.924519",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "20107"
+ ]
+ },
+ "execution_count": 13,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "len(train_data['data'])"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "1b81f7d6",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:10.977132Z",
+ "iopub.status.busy": "2023-06-29T18:05:10.976315Z",
+ "iopub.status.idle": "2023-06-29T18:05:24.799595Z",
+ "shell.execute_reply": "2023-06-29T18:05:24.798544Z"
+ },
+ "papermill": {
+ "duration": 13.844226,
+ "end_time": "2023-06-29T18:05:24.805257",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:10.961031",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
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+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
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+ "zalo2019 pseudo dataset!\n",
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+ "zalo2019 pseudo dataset!\n",
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+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
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+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
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+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
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+ "zalo2019 pseudo dataset!\n",
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+ "zalo2019 pseudo dataset!\n",
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+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
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+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n",
+ "zalo2019 pseudo dataset!\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ " 0%| | 57/20107 [00:00<00:35, 567.36it/s]"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
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+ "use dirty text !!!\n",
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+ "pseudo data!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ " 1%| | 129/20107 [00:00<00:30, 653.71it/s]"
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+ },
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+ "pseudo data!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
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+ ]
+ },
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+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ " 1%| | 195/20107 [00:00<00:30, 650.47it/s]"
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+ },
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+ "name": "stdout",
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+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
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+ ]
+ },
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+ " 1%|▏ | 271/20107 [00:00<00:28, 690.17it/s]"
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+ "pseudo data!!\n",
+ "use dirty text !!!\n",
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+ "pseudo data!!\n",
+ "pseudo data!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n"
+ ]
+ },
+ {
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+ " 2%|▏ | 350/20107 [00:00<00:27, 723.30it/s]"
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+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
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+ "True!!!!!!!!!\n",
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+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ " 2%|▏ | 444/20107 [00:00<00:24, 792.60it/s]"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "pseudo data!!\n",
+ "pseudo data!!\n",
+ "pseudo data!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
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+ "use dirty text !!!\n",
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+ "use dirty text !!!\n",
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+ "pseudo data!!\n",
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+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
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+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ " 3%|▎ | 529/20107 [00:00<00:24, 808.62it/s]"
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+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "pseudo data!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
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+ "pseudo data!!\n",
+ "use dirty text !!!\n",
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+ "use dirty text !!!\n",
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+ "pseudo data!!\n",
+ "use dirty text !!!\n",
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+ "use dirty text !!!\n",
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+ "use dirty text !!!\n",
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+ "use dirty text !!!\n",
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+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
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+ "use dirty text !!!\n",
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+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
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+ "use dirty text !!!\n",
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+ "pseudo data!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
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+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "pseudo data!!\n",
+ "pseudo data!!\n",
+ "pseudo data!!\n",
+ "Len training sample: 19136\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "dict_data_train = handle_file(train_data, train = True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "da16d328",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:24.889101Z",
+ "iopub.status.busy": "2023-06-29T18:05:24.888278Z",
+ "iopub.status.idle": "2023-06-29T18:05:25.261587Z",
+ "shell.execute_reply": "2023-06-29T18:05:25.260456Z"
+ },
+ "papermill": {
+ "duration": 0.417446,
+ "end_time": "2023-06-29T18:05:25.264274",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:24.846828",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Total: 19136 samples\n"
+ ]
+ }
+ ],
+ "source": [
+ "with open('qa_full_anno_train.jsonl', 'w', encoding='utf-8') as file:\n",
+ " for item in dict_data_train:\n",
+ " file.write(\"{}\\n\".format(json.dumps(item, ensure_ascii=False)))\n",
+ "\n",
+ "print(\"Total: {} samples\".format(len(dict_data_train)))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "316ecbb4",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:25.350724Z",
+ "iopub.status.busy": "2023-06-29T18:05:25.350101Z",
+ "iopub.status.idle": "2023-06-29T18:05:25.573702Z",
+ "shell.execute_reply": "2023-06-29T18:05:25.566181Z"
+ },
+ "papermill": {
+ "duration": 0.267114,
+ "end_time": "2023-06-29T18:05:25.575691",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:25.308577",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ " 50%|█████ | 378/749 [00:00<00:00, 3760.47it/s]"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
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+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
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+ "use dirty text !!!\n",
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+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "100%|██████████| 749/749 [00:00<00:00, 3596.63it/s]"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "use dirty text !!!\n",
+ "True!!!!!!!!!\n",
+ "Len training sample: 736\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "dict_data_valid = handle_file(val, train = False)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "2f9a0255",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:25.661874Z",
+ "iopub.status.busy": "2023-06-29T18:05:25.661576Z",
+ "iopub.status.idle": "2023-06-29T18:05:25.681464Z",
+ "shell.execute_reply": "2023-06-29T18:05:25.680363Z"
+ },
+ "papermill": {
+ "duration": 0.064949,
+ "end_time": "2023-06-29T18:05:25.683466",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:25.618517",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Total: 736 samples\n"
+ ]
+ }
+ ],
+ "source": [
+ "with open('qa_full_anno_valid.jsonl', 'w', encoding='utf-8') as file:\n",
+ " for item in dict_data_valid:\n",
+ " file.write(\"{}\\n\".format(json.dumps(item, ensure_ascii=False)))\n",
+ "\n",
+ "print(\"Total: {} samples\".format(len(dict_data_valid)))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "id": "3f648afe",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:25.771933Z",
+ "iopub.status.busy": "2023-06-29T18:05:25.771231Z",
+ "iopub.status.idle": "2023-06-29T18:05:29.705310Z",
+ "shell.execute_reply": "2023-06-29T18:05:29.704320Z"
+ },
+ "papermill": {
+ "duration": 3.981826,
+ "end_time": "2023-06-29T18:05:29.707373",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:25.725547",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Downloading and preparing dataset json/default to /root/.cache/huggingface/datasets/json/default-1d983b87dcd55a7f/0.0.0/ac0ca5f5289a6cf108e706efcf040422dbbfa8e658dee6a819f20d76bb84d26b...\n",
+ "Dataset json downloaded and prepared to /root/.cache/huggingface/datasets/json/default-1d983b87dcd55a7f/0.0.0/ac0ca5f5289a6cf108e706efcf040422dbbfa8e658dee6a819f20d76bb84d26b. Subsequent calls will reuse this data.\n",
+ "Downloading and preparing dataset json/default to /root/.cache/huggingface/datasets/json/default-cd981311ec3bbf65/0.0.0/ac0ca5f5289a6cf108e706efcf040422dbbfa8e658dee6a819f20d76bb84d26b...\n",
+ "Dataset json downloaded and prepared to /root/.cache/huggingface/datasets/json/default-cd981311ec3bbf65/0.0.0/ac0ca5f5289a6cf108e706efcf040422dbbfa8e658dee6a819f20d76bb84d26b. Subsequent calls will reuse this data.\n",
+ "Train: 19136 samples\n",
+ "Valid: 736 samples\n"
+ ]
+ }
+ ],
+ "source": [
+ "import datasets\n",
+ "from datasets import concatenate_datasets\n",
+ "import glob\n",
+ "\n",
+ "# datasets.temp_seed(101)\n",
+ "datasets.disable_progress_bar()\n",
+ "\n",
+ "\n",
+ "def assert_sample(sample):\n",
+ " assert sample['context'][sample['answer_start_idx']: sample['answer_start_idx'] + len(sample['answer_text'])] == \\\n",
+ " sample['answer_text'], sample\n",
+ " assert len(sample['context']) > 0\n",
+ " assert len(sample['question']) > 0\n",
+ " return True\n",
+ "\n",
+ "\n",
+ "def format_sample(sample):\n",
+ " context_prev = sample['context'][:sample['answer_start_idx']].split()\n",
+ " sample['answer_word_start_idx'] = len(context_prev)\n",
+ " sample['answer_word_end_idx'] = len(context_prev) + len(sample['answer_text'].split()) - 1\n",
+ " return sample\n",
+ "\n",
+ "\n",
+ "if __name__ == \"__main__\":\n",
+ " train_set = []\n",
+ " valid_set = []\n",
+ " for part in ['/kaggle/working/qa_full_anno_train.jsonl']: #glob.glob('../data-bin/unify/*.jsonl'):\n",
+ " dataset = datasets.load_dataset('json', data_files=[part])['train']\n",
+ " dataset.filter(assert_sample)\n",
+ " dataset = dataset.map(format_sample)\n",
+ "\n",
+ "# all_data = dataset.train_test_split(test_size=0.1)\n",
+ "# train = all_data['train']\n",
+ "# valid = all_data['test']\n",
+ "# train_set.append(train)\n",
+ "# valid_set.append(valid)\n",
+ " train_set.append(dataset)\n",
+ " \n",
+ " for part in ['/kaggle/working/qa_full_anno_valid.jsonl']: #glob.glob('../data-bin/unify/*.jsonl'):\n",
+ " dataset = datasets.load_dataset('json', data_files=[part])['train']\n",
+ " dataset.filter(assert_sample)\n",
+ " dataset = dataset.map(format_sample)\n",
+ "\n",
+ "# all_data = dataset.train_test_split(test_size=0.1)\n",
+ "# train = all_data['train']\n",
+ "# valid = all_data['test']\n",
+ "# train_set.append(train)\n",
+ "# valid_set.append(valid)\n",
+ " valid_set.append(dataset)\n",
+ "\n",
+ " train_dataset = concatenate_datasets(train_set)\n",
+ " valid_dataset = concatenate_datasets(valid_set)\n",
+ "\n",
+ " train_dataset.save_to_disk('/kaggle/working/data-bin/processed/train.dataset')\n",
+ " valid_dataset.save_to_disk('/kaggle/working/data-bin/processed/valid.dataset')\n",
+ "\n",
+ " print(\"Train: {} samples\".format(len(train_dataset)))\n",
+ " print(\"Valid: {} samples\".format(len(valid_dataset)))\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "0940c8e7",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:29.795985Z",
+ "iopub.status.busy": "2023-06-29T18:05:29.794867Z",
+ "iopub.status.idle": "2023-06-29T18:05:29.812197Z",
+ "shell.execute_reply": "2023-06-29T18:05:29.810798Z"
+ },
+ "papermill": {
+ "duration": 0.063777,
+ "end_time": "2023-06-29T18:05:29.814119",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:29.750342",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Writing train.py\n"
+ ]
+ }
+ ],
+ "source": [
+ "%%writefile train.py \n",
+ "\n",
+ "import os\n",
+ "os.environ[\"WANDB_DISABLED\"] = \"true\"\n",
+ "\n",
+ "from transformers import TrainingArguments\n",
+ "# from model.mrc_model import MRCQuestionAnswering\n",
+ "from transformers import Trainer\n",
+ "# from utils import data_loader\n",
+ "import numpy as np\n",
+ "from datasets import load_metric\n",
+ "import os\n",
+ "\n",
+ "import datasets\n",
+ "from transformers import AutoTokenizer\n",
+ "from torch.utils.data import DataLoader\n",
+ "import torch\n",
+ "import numpy as np\n",
+ "from nltk import word_tokenize\n",
+ "\n",
+ "tokenizer = AutoTokenizer.from_pretrained(\"nguyenvulebinh/vi-mrc-large\")\n",
+ "\n",
+ "# tokenizer = AutoTokenizer.from_pretrained(\"xlm-roberta-large\",\n",
+ "# # cache_dir='./model-bin/cache',\n",
+ "# #local_files_only=True\n",
+ "# )\n",
+ "\n",
+ "\n",
+ "def compute_metrics(eval_pred):\n",
+ " metric = datasets.load_metric(\"squad\", cache_dir='./log/metric')\n",
+ " # print(eval_pred)\n",
+ " logits, labels = eval_pred\n",
+ " logits = list(zip(logits[0], logits[1]))\n",
+ " labels, span_ids, samples_input_ids, word_lengths = list(zip(labels[0], labels[1])), labels[2], labels[3], labels[4]\n",
+ " predictions = []\n",
+ " references = []\n",
+ " for idx, (predict, span_truth, input_ids, sample_words_length) in enumerate(\n",
+ " list(zip(logits, span_ids, samples_input_ids, word_lengths))):\n",
+ " span_truth = np.delete(span_truth, np.where(span_truth == -100))\n",
+ " input_ids = np.delete(input_ids, np.where(input_ids == -100))\n",
+ "\n",
+ " # Get the most likely beginning of answer with the argmax of the score\n",
+ " answer_start = sum(sample_words_length[:np.argmax(predict[0])])\n",
+ " # Get the most likely end of answer with the argmax of the score\n",
+ " answer_end = sum(sample_words_length[:np.argmax(predict[1]) + 1])\n",
+ "\n",
+ " answer = tokenizer.convert_tokens_to_string(\n",
+ " tokenizer.convert_ids_to_tokens(input_ids[answer_start:answer_end]))\n",
+ " answer_truth = tokenizer.convert_tokens_to_string(\n",
+ " tokenizer.convert_ids_to_tokens(span_truth))\n",
+ "\n",
+ " predictions.append({'prediction_text': answer, 'id': str(idx)})\n",
+ " references.append({'answers': {'answer_start': [answer_start], 'text': [answer_truth]}, 'id': str(idx)})\n",
+ " results = metric.compute(predictions=predictions, references=references)\n",
+ " return results\n",
+ "\n",
+ "\n",
+ "def data_collator(samples):\n",
+ " if len(samples) == 0:\n",
+ " return {}\n",
+ "\n",
+ " # for sample in samples:\n",
+ " # start_idx = sum(sample['words_lengths'][:sample['start_idx']])\n",
+ " # end_idx = sum(sample['words_lengths'][:sample['end_idx'] + 1])\n",
+ " # if len(sample['answer_text']) > 0:\n",
+ " # answer_predict = set(\n",
+ " # list(' '.join(word_tokenize(tokenizer.decode(sample['input_ids'][start_idx:end_idx])))))\n",
+ " # answer_truth = set(list(' '.join(word_tokenize(sample['answer_text']))))\n",
+ " # if answer_predict != answer_truth:\n",
+ " # print(\"{}\\n{}\\n\\n-------\\n\".format(\n",
+ " # ' '.join(word_tokenize(tokenizer.decode(sample['input_ids'][start_idx:end_idx]))),\n",
+ " # ' '.join(word_tokenize(sample['answer_text'])).replace('``', '\"').replace(\"''\", '\"'),\n",
+ " # sample))\n",
+ "\n",
+ " for sample in samples:\n",
+ " start_idx = sum(sample['words_lengths'][:sample['start_idx']])\n",
+ " end_idx = sum(sample['words_lengths'][:sample['end_idx'] + 1])\n",
+ " sample['span_answer_ids'] = sample['input_ids'][start_idx:end_idx]\n",
+ "\n",
+ " def collate_tokens(values, pad_idx, eos_idx=None, left_pad=False, move_eos_to_beginning=False):\n",
+ " \"\"\"Convert a list of 1d tensors into a padded 2d tensor.\"\"\"\n",
+ " size = max(v.size(0) for v in values)\n",
+ " res = values[0].new(len(values), size).fill_(pad_idx)\n",
+ "\n",
+ " def copy_tensor(src, dst):\n",
+ " assert dst.numel() == src.numel()\n",
+ " if move_eos_to_beginning:\n",
+ " assert src[-1] == eos_idx\n",
+ " dst[0] = eos_idx\n",
+ " dst[1:] = src[:-1]\n",
+ " else:\n",
+ " dst.copy_(src)\n",
+ "\n",
+ " for i, v in enumerate(values):\n",
+ " copy_tensor(v, res[i][size - len(v):] if left_pad else res[i][:len(v)])\n",
+ " return res\n",
+ "\n",
+ " input_ids = collate_tokens([torch.tensor(item['input_ids']) for item in samples], pad_idx=tokenizer.pad_token_id)\n",
+ " attention_mask = torch.zeros_like(input_ids)\n",
+ " for i in range(len(samples)):\n",
+ " attention_mask[i][:len(samples[i]['input_ids'])] = 1\n",
+ " words_lengths = collate_tokens([torch.tensor(item['words_lengths']) for item in samples], pad_idx=0)\n",
+ " answer_start = collate_tokens([torch.tensor([item['start_idx']]) for item in samples], pad_idx=0)\n",
+ " answer_end = collate_tokens([torch.tensor([item['end_idx']]) for item in samples], pad_idx=0)\n",
+ " span_answer_ids = collate_tokens([torch.tensor(item['span_answer_ids']) for item in samples],\n",
+ " pad_idx=-100)\n",
+ "\n",
+ " batch_samples = {\n",
+ " 'input_ids': input_ids,\n",
+ " 'attention_mask': attention_mask,\n",
+ " 'words_lengths': words_lengths,\n",
+ " 'start_positions': answer_start,\n",
+ " 'end_positions': answer_end,\n",
+ " 'span_answer_ids': span_answer_ids\n",
+ " }\n",
+ "\n",
+ " return batch_samples\n",
+ "\n",
+ "\n",
+ "def tokenize_function(example):\n",
+ " example[\"question\"] = example[\"question\"].split()\n",
+ " example[\"context\"] = example[\"context\"].split()\n",
+ " # max_len_single_sentence = tokenizer.max_len_single_sentence\n",
+ " max_len_single_sentence = 368\n",
+ "\n",
+ " question_sub_words_ids = [tokenizer.convert_tokens_to_ids(tokenizer.tokenize(w)) for w in example[\"question\"]]\n",
+ " context_sub_words_ids = [tokenizer.convert_tokens_to_ids(tokenizer.tokenize(w)) for w in example[\"context\"]]\n",
+ " valid = True\n",
+ " if len([j for i in question_sub_words_ids + context_sub_words_ids for j in\n",
+ " i]) > max_len_single_sentence - 1:\n",
+ " question_ids = [j for i in question_sub_words_ids for j in i]\n",
+ " context_ids = [j for i in context_sub_words_ids[:example['answer_word_end_idx'] + 1] for j in i]\n",
+ " remain_tokens = max_len_single_sentence - 1 - len(question_ids)\n",
+ " if len(question_ids + context_ids) < max_len_single_sentence - 1:\n",
+ " context_sub_words_ids_revise = context_sub_words_ids[:example['answer_word_end_idx'] + 1]\n",
+ " idx = example['answer_word_end_idx'] + 1\n",
+ " while len([j for i in (context_sub_words_ids_revise + [context_sub_words_ids[idx]]) for j in\n",
+ " i]) < remain_tokens and idx < len(context_sub_words_ids):\n",
+ " context_sub_words_ids_revise.append(context_sub_words_ids[idx])\n",
+ " idx += 1\n",
+ " context_sub_words_ids = context_sub_words_ids_revise\n",
+ " else:\n",
+ " valid = False\n",
+ "\n",
+ " question_sub_words_ids = [[tokenizer.bos_token_id]] + question_sub_words_ids + [[tokenizer.eos_token_id]]\n",
+ " context_sub_words_ids = context_sub_words_ids + [[tokenizer.eos_token_id]]\n",
+ "\n",
+ " input_ids = [j for i in question_sub_words_ids + context_sub_words_ids for j in i]\n",
+ " if len(input_ids) > max_len_single_sentence + 2:\n",
+ " valid = False\n",
+ "\n",
+ " words_lengths = [len(item) for item in question_sub_words_ids + context_sub_words_ids]\n",
+ "\n",
+ " return {\n",
+ " \"input_ids\": input_ids,\n",
+ " \"words_lengths\": words_lengths,\n",
+ " \"start_idx\": (example['answer_word_start_idx'] + len(question_sub_words_ids)) if len(\n",
+ " example[\"answer_text\"]) > 0 else 0,\n",
+ " \"end_idx\": (example['answer_word_end_idx'] + len(question_sub_words_ids)) if len(\n",
+ " example[\"answer_text\"]) > 0 else 0,\n",
+ " \"valid\": valid\n",
+ " }\n",
+ "\n",
+ "\n",
+ "def get_dataloader(train_path, valid_path, batch_size=2, num_proc=10):\n",
+ " train_set = datasets.load_from_disk(train_path)\n",
+ " valid_set = datasets.load_from_disk(valid_path)\n",
+ " print(\"Train set: \", len(train_set))\n",
+ " print(\"Valid set: \", len(valid_set))\n",
+ " # unique_tags = set(tag for doc in tags for tag in train_set)\n",
+ " train_set = train_set.shuffle().map(tokenize_function, batched=False, num_proc=num_proc).filter(\n",
+ " lambda example: example['valid'], num_proc=num_proc)\n",
+ " valid_set = valid_set.map(tokenize_function, batched=False, num_proc=num_proc).filter(\n",
+ " lambda example: example['valid'], num_proc=num_proc)\n",
+ " # train_set = train_set.sort('src_ids_len')\n",
+ " # valid_set = valid_set.sort('src_ids_len')\n",
+ "\n",
+ " print(\"Train set: \", len(train_set))\n",
+ " print(\"Valid set: \", len(valid_set))\n",
+ " return train_set, valid_set\n",
+ " #return train_set, valid_set.shard(500, 0)\n",
+ " #\n",
+ " # train_dataloader = DataLoader(\n",
+ " # train_set, shuffle=True, batch_size=batch_size, collate_fn=data_collator\n",
+ " # )\n",
+ " # valid_dataloader = DataLoader(\n",
+ " # valid_set, batch_size=batch_size, collate_fn=data_collator\n",
+ " # )\n",
+ " #\n",
+ " # return train_dataloader, valid_dataloader\n",
+ "\n",
+ "\n",
+ "def build_target_dictionary():\n",
+ " data_set = datasets.load_from_disk('./data-bin/processed/train.dataset')\n",
+ " labels = set([item['language'] for item in data_set])\n",
+ " labels2id = {tag: idx for idx, tag in enumerate(labels)}\n",
+ " # id2labels = {idx: tag for tag, idx in labels2id.items()}\n",
+ "\n",
+ " tags2id = {\n",
+ " \"same\": 1,\n",
+ " \"change\": 0\n",
+ " }\n",
+ " # id2tags = {idx: tag for tag, idx in tags2id.items()}\n",
+ "\n",
+ " return labels2id, tags2id\n",
+ "\n",
+ "\n",
+ "\\\n",
+ "from transformers.models.roberta.modeling_roberta import *\n",
+ "_CHECKPOINT_FOR_DOC = \"roberta-base\"\n",
+ "_CONFIG_FOR_DOC = \"RobertaConfig\"\n",
+ "_TOKENIZER_FOR_DOC = \"RobertaTokenizer\"\n",
+ "\n",
+ "\n",
+ "class MRCQuestionAnswering(RobertaPreTrainedModel):\n",
+ " config_class = RobertaConfig\n",
+ "\n",
+ "# def _reorder_cache(self, past, beam_idx):\n",
+ "# pass\n",
+ "\n",
+ "# _keys_to_ignore_on_load_unexpected = [r\"pooler\"]\n",
+ "# _keys_to_ignore_on_load_missing = [r\"position_ids\"]\n",
+ "\n",
+ " def __init__(self, config):\n",
+ " super().__init__(config)\n",
+ " self.num_labels = config.num_labels\n",
+ "\n",
+ " self.roberta = RobertaModel(config, add_pooling_layer=False)\n",
+ " self.qa_outputs = nn.Linear(config.hidden_size, config.num_labels)\n",
+ "\n",
+ " self.init_weights()\n",
+ "\n",
+ " def forward(\n",
+ " self,\n",
+ " input_ids=None,\n",
+ " words_lengths=None,\n",
+ " start_idx=None,\n",
+ " end_idx=None,\n",
+ " attention_mask=None,\n",
+ " token_type_ids=None,\n",
+ " position_ids=None,\n",
+ " head_mask=None,\n",
+ " inputs_embeds=None,\n",
+ " start_positions=None,\n",
+ " end_positions=None,\n",
+ " span_answer_ids=None,\n",
+ " output_attentions=None,\n",
+ " output_hidden_states=None,\n",
+ " return_dict=None,\n",
+ " ):\n",
+ " return_dict = return_dict if return_dict is not None else self.config.use_return_dict\n",
+ "\n",
+ " outputs = self.roberta(\n",
+ " input_ids,\n",
+ " attention_mask=attention_mask,\n",
+ " token_type_ids=token_type_ids,\n",
+ " position_ids=position_ids,\n",
+ " head_mask=head_mask,\n",
+ " inputs_embeds=inputs_embeds,\n",
+ " output_attentions=output_attentions,\n",
+ " output_hidden_states=output_hidden_states,\n",
+ " return_dict=return_dict,\n",
+ " )\n",
+ "\n",
+ " sequence_output = outputs[0]\n",
+ "\n",
+ " context_embedding = sequence_output\n",
+ "\n",
+ " # Compute align word sub_word matrix\n",
+ " batch_size = input_ids.shape[0]\n",
+ " max_sub_word = input_ids.shape[1]\n",
+ " max_word = words_lengths.shape[1]\n",
+ " align_matrix = torch.zeros((batch_size, max_word, max_sub_word))\n",
+ "\n",
+ " for i, sample_length in enumerate(words_lengths):\n",
+ " for j in range(len(sample_length)):\n",
+ " start_idx = torch.sum(sample_length[:j])\n",
+ " align_matrix[i][j][start_idx: start_idx + sample_length[j]] = 1 if sample_length[j] > 0 else 0\n",
+ "\n",
+ " align_matrix = align_matrix.to(context_embedding.device)\n",
+ " # Combine sub_word features to make word feature\n",
+ " context_embedding_align = torch.bmm(align_matrix, context_embedding)\n",
+ "\n",
+ " logits = self.qa_outputs(context_embedding_align)\n",
+ " start_logits, end_logits = logits.split(1, dim=-1)\n",
+ " start_logits = start_logits.squeeze(-1).contiguous()\n",
+ " end_logits = end_logits.squeeze(-1).contiguous()\n",
+ "\n",
+ " total_loss = None\n",
+ " if start_positions is not None and end_positions is not None:\n",
+ " # If we are on multi-GPU, split add a dimension\n",
+ " if len(start_positions.size()) > 1:\n",
+ " start_positions = start_positions.squeeze(-1)\n",
+ " if len(end_positions.size()) > 1:\n",
+ " end_positions = end_positions.squeeze(-1)\n",
+ " # sometimes the start/end positions are outside our model inputs, we ignore these terms\n",
+ " ignored_index = start_logits.size(1)\n",
+ " start_positions = start_positions.clamp(0, ignored_index)\n",
+ " end_positions = end_positions.clamp(0, ignored_index)\n",
+ "\n",
+ " loss_fct = CrossEntropyLoss(ignore_index=ignored_index)\n",
+ " start_loss = loss_fct(start_logits, start_positions)\n",
+ " end_loss = loss_fct(end_logits, end_positions)\n",
+ " total_loss = (start_loss + end_loss) / 2\n",
+ "\n",
+ " if not return_dict:\n",
+ " output = (start_logits, end_logits) + outputs[2:]\n",
+ " return ((total_loss,) + output) if total_loss is not None else output\n",
+ "\n",
+ " return QuestionAnsweringModelOutput(\n",
+ " loss=total_loss,\n",
+ " start_logits=start_logits,\n",
+ " end_logits=end_logits,\n",
+ " hidden_states=outputs.hidden_states,\n",
+ " attentions=outputs.attentions,\n",
+ " )\n",
+ "if __name__ == \"__main__\":\n",
+ " # tokenizer = AutoTokenizer.from_pretrained(\"xlm-roberta-base\")\n",
+ " model = MRCQuestionAnswering.from_pretrained(\"nguyenvulebinh/vi-mrc-large\")\n",
+ " \n",
+ " #(\"xlm-roberta-large\",\n",
+ " # cache_dir='./model-bin/cache',\n",
+ " #local_files_only=True\n",
+ "# )\n",
+ " print(model)\n",
+ " print(model.config)\n",
+ "\n",
+ " train_dataset, valid_dataset = get_dataloader(\n",
+ " train_path='./data-bin/processed/train.dataset',\n",
+ " valid_path='./data-bin/processed/valid.dataset'\n",
+ " )\n",
+ "\n",
+ " training_args = TrainingArguments(\"model-bin/test\",\n",
+ " do_train=True,\n",
+ " do_eval=True,\n",
+ " num_train_epochs= 5, # 8, #10,\n",
+ " learning_rate=1e-5, #1e-4\n",
+ " warmup_ratio=0.05,\n",
+ " weight_decay=0.01,\n",
+ " per_device_train_batch_size=4,\n",
+ " per_device_eval_batch_size=4,\n",
+ " gradient_accumulation_steps=1,\n",
+ " logging_dir='./log',\n",
+ " logging_steps=5,\n",
+ " label_names=['start_positions',\n",
+ " 'end_positions',\n",
+ " 'span_answer_ids',\n",
+ " 'input_ids',\n",
+ " 'words_lengths'],\n",
+ " group_by_length=True,\n",
+ " save_strategy=\"epoch\",\n",
+ " metric_for_best_model='f1',\n",
+ " load_best_model_at_end=True,\n",
+ " save_total_limit=2,\n",
+ " #eval_steps=1,\n",
+ " #evaluation_strategy=\"steps\",\n",
+ " evaluation_strategy=\"epoch\",\n",
+ " )\n",
+ "\n",
+ " trainer = Trainer(\n",
+ " model=model,\n",
+ " args=training_args,\n",
+ " train_dataset=train_dataset,\n",
+ " eval_dataset=valid_dataset,\n",
+ " data_collator=data_collator,\n",
+ " compute_metrics=compute_metrics\n",
+ " )\n",
+ "\n",
+ " trainer.train()\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "2a78a1a6",
+ "metadata": {
+ "execution": {
+ "iopub.execute_input": "2023-06-29T18:05:29.901603Z",
+ "iopub.status.busy": "2023-06-29T18:05:29.901312Z",
+ "iopub.status.idle": "2023-06-29T21:09:57.922907Z",
+ "shell.execute_reply": "2023-06-29T21:09:57.921584Z"
+ },
+ "papermill": {
+ "duration": 11068.06877,
+ "end_time": "2023-06-29T21:09:57.925876",
+ "exception": false,
+ "start_time": "2023-06-29T18:05:29.857106",
+ "status": "completed"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "/opt/conda/lib/python3.10/site-packages/tensorflow_io/python/ops/__init__.py:98: UserWarning: unable to load libtensorflow_io_plugins.so: unable to open file: libtensorflow_io_plugins.so, from paths: ['/opt/conda/lib/python3.10/site-packages/tensorflow_io/python/ops/libtensorflow_io_plugins.so']\r\n",
+ "caused by: ['/opt/conda/lib/python3.10/site-packages/tensorflow_io/python/ops/libtensorflow_io_plugins.so: undefined symbol: _ZN3tsl6StatusC1EN10tensorflow5error4CodeESt17basic_string_viewIcSt11char_traitsIcEENS_14SourceLocationE']\r\n",
+ " warnings.warn(f\"unable to load libtensorflow_io_plugins.so: {e}\")\r\n",
+ "/opt/conda/lib/python3.10/site-packages/tensorflow_io/python/ops/__init__.py:104: UserWarning: file system plugins are not loaded: unable to open file: libtensorflow_io.so, from paths: ['/opt/conda/lib/python3.10/site-packages/tensorflow_io/python/ops/libtensorflow_io.so']\r\n",
+ "caused by: ['/opt/conda/lib/python3.10/site-packages/tensorflow_io/python/ops/libtensorflow_io.so: undefined symbol: _ZTVN10tensorflow13GcsFileSystemE']\r\n",
+ " warnings.warn(f\"file system plugins are not loaded: {e}\")\r\n",
+ "Downloading (…)okenizer_config.json: 100%|█████| 398/398 [00:00<00:00, 2.49MB/s]\r\n",
+ "Downloading (…)/main/tokenizer.json: 100%|█| 9.08M/9.08M [00:00<00:00, 13.9MB/s]\r\n",
+ "Downloading (…)cial_tokens_map.json: 100%|██████| 239/239 [00:00<00:00, 801kB/s]\r\n",
+ "Downloading (…)lve/main/config.json: 100%|█████| 690/690 [00:00<00:00, 4.40MB/s]\r\n",
+ "Downloading pytorch_model.bin: 100%|████████| 2.24G/2.24G [00:06<00:00, 370MB/s]\r\n",
+ "MRCQuestionAnswering(\r\n",
+ " (roberta): RobertaModel(\r\n",
+ " (embeddings): RobertaEmbeddings(\r\n",
+ " (word_embeddings): Embedding(250002, 1024, padding_idx=1)\r\n",
+ " (position_embeddings): Embedding(514, 1024, padding_idx=1)\r\n",
+ " (token_type_embeddings): Embedding(1, 1024)\r\n",
+ " (LayerNorm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\r\n",
+ " (dropout): Dropout(p=0.1, inplace=False)\r\n",
+ " )\r\n",
+ " (encoder): RobertaEncoder(\r\n",
+ " (layer): ModuleList(\r\n",
+ " (0-23): 24 x RobertaLayer(\r\n",
+ " (attention): RobertaAttention(\r\n",
+ " (self): RobertaSelfAttention(\r\n",
+ " (query): Linear(in_features=1024, out_features=1024, bias=True)\r\n",
+ " (key): Linear(in_features=1024, out_features=1024, bias=True)\r\n",
+ " (value): Linear(in_features=1024, out_features=1024, bias=True)\r\n",
+ " (dropout): Dropout(p=0.1, inplace=False)\r\n",
+ " )\r\n",
+ " (output): RobertaSelfOutput(\r\n",
+ " (dense): Linear(in_features=1024, out_features=1024, bias=True)\r\n",
+ " (LayerNorm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\r\n",
+ " (dropout): Dropout(p=0.1, inplace=False)\r\n",
+ " )\r\n",
+ " )\r\n",
+ " (intermediate): RobertaIntermediate(\r\n",
+ " (dense): Linear(in_features=1024, out_features=4096, bias=True)\r\n",
+ " (intermediate_act_fn): GELUActivation()\r\n",
+ " )\r\n",
+ " (output): RobertaOutput(\r\n",
+ " (dense): Linear(in_features=4096, out_features=1024, bias=True)\r\n",
+ " (LayerNorm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\r\n",
+ " (dropout): Dropout(p=0.1, inplace=False)\r\n",
+ " )\r\n",
+ " )\r\n",
+ " )\r\n",
+ " )\r\n",
+ " )\r\n",
+ " (qa_outputs): Linear(in_features=1024, out_features=2, bias=True)\r\n",
+ ")\r\n",
+ "RobertaConfig {\r\n",
+ " \"_name_or_path\": \"nguyenvulebinh/vi-mrc-large\",\r\n",
+ " \"architectures\": [\r\n",
+ " \"XLMRobertaForQuestionAnswering\"\r\n",
+ " ],\r\n",
+ " \"attention_probs_dropout_prob\": 0.1,\r\n",
+ " \"bos_token_id\": 0,\r\n",
+ " \"classifier_dropout\": null,\r\n",
+ " \"eos_token_id\": 2,\r\n",
+ " \"gradient_checkpointing\": false,\r\n",
+ " \"hidden_act\": \"gelu\",\r\n",
+ " \"hidden_dropout_prob\": 0.1,\r\n",
+ " \"hidden_size\": 1024,\r\n",
+ " \"initializer_range\": 0.02,\r\n",
+ " \"intermediate_size\": 4096,\r\n",
+ " \"layer_norm_eps\": 1e-05,\r\n",
+ " \"max_position_embeddings\": 514,\r\n",
+ " \"model_type\": \"roberta\",\r\n",
+ " \"num_attention_heads\": 16,\r\n",
+ " \"num_hidden_layers\": 24,\r\n",
+ " \"output_past\": true,\r\n",
+ " \"pad_token_id\": 1,\r\n",
+ " \"position_embedding_type\": \"absolute\",\r\n",
+ " \"transformers_version\": \"4.31.0.dev0\",\r\n",
+ " \"type_vocab_size\": 1,\r\n",
+ " \"use_cache\": true,\r\n",
+ " \"vocab_size\": 250002\r\n",
+ "}\r\n",
+ "\r\n",
+ "Train set: 19136\r\n",
+ "Valid set: 736\r\n",
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+ "#5: 0%|▏ | 9/1914 [00:00<01:50, 17.19ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 0%| | 4/1913 [00:00<02:46, 11.43ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 1%|▏ | 11/1914 [00:00<01:55, 16.43ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 0%| | 5/1914 [00:00<04:14, 7.49ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 0%| | 6/1913 [00:00<02:29, 12.72ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 0%| | 6/1913 [00:00<01:56, 16.34ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 0%| | 2/1913 [00:00<04:23, 7.25ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 1%|▎ | 18/1914 [00:00<01:53, 16.63ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 1%|▏ | 11/1914 [00:00<02:02, 15.58ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 1%|▎ | 15/1914 [00:00<01:59, 15.83ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 0%| | 6/1913 [00:00<02:26, 13.03ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 1%|▎ | 16/1914 [00:00<01:45, 18.06ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 0%| | 4/1913 [00:00<03:00, 10.59ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 1%|▎ | 13/1914 [00:01<02:17, 13.84ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 0%|▏ | 8/1913 [00:00<02:44, 11.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 0%|▏ | 8/1914 [00:00<03:15, 9.76ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 1%|▍ | 20/1914 [00:01<02:07, 14.90ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 0%|▏ | 8/1913 [00:00<02:47, 11.38ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 1%|▎ | 18/1914 [00:01<01:28, 21.36ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 0%|▏ | 9/1913 [00:00<02:23, 13.29ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 1%|▏ | 11/1913 [00:00<02:01, 15.68ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 1%|▎ | 18/1914 [00:01<02:08, 14.80ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 1%|▎ | 18/1914 [00:01<02:10, 14.51ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 0%| | 6/1913 [00:00<03:04, 10.32ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 1%|▍ | 22/1914 [00:01<02:07, 14.78ex/s]\r\n",
+ "#1: 1%|▍ | 23/1914 [00:01<01:09, 27.05ex/s]\u001b[A\r\n",
+ "\r\n",
+ "#2: 1%|▍ | 20/1914 [00:01<02:02, 15.45ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 1%|▍ | 21/1914 [00:01<01:46, 17.80ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 1%|▏ | 12/1913 [00:00<02:05, 15.18ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 1%|▏ | 10/1913 [00:00<01:58, 16.03ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 1%|▏ | 11/1914 [00:01<03:01, 10.46ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 1%|▏ | 11/1913 [00:00<02:42, 11.71ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 1%|▍ | 25/1914 [00:01<01:58, 15.96ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 1%|▎ | 13/1913 [00:01<02:29, 12.67ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 1%|▎ | 17/1914 [00:01<02:33, 12.32ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 2%|▌ | 31/1914 [00:01<00:59, 31.59ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 1%|▌ | 27/1914 [00:01<02:03, 15.26ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 1%|▍ | 24/1914 [00:01<02:03, 15.31ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 1%|▎ | 15/1913 [00:01<02:29, 12.72ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 1%|▎ | 14/1914 [00:01<02:38, 11.95ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 1%|▍ | 21/1914 [00:01<02:05, 15.07ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 1%|▏ | 12/1913 [00:01<02:34, 12.27ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 1%|▎ | 14/1913 [00:01<02:47, 11.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 1%|▍ | 22/1914 [00:01<02:54, 10.84ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 1%|▌ | 26/1914 [00:01<02:01, 15.54ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 1%|▎ | 17/1914 [00:01<02:22, 13.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 1%|▎ | 17/1913 [00:01<02:45, 11.45ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 1%|▍ | 23/1914 [00:01<02:11, 14.36ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 2%|▌ | 29/1914 [00:01<02:26, 12.89ex/s]\r\n",
+ "\r\n",
+ "#2: 1%|▍ | 24/1914 [00:01<02:44, 11.51ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 2%|▌ | 30/1914 [00:01<01:30, 20.75ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 1%|▎ | 14/1913 [00:01<02:45, 11.45ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 1%|▎ | 15/1913 [00:01<03:18, 9.55ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 2%|▋ | 35/1914 [00:01<01:34, 19.92ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 1%|▍ | 20/1913 [00:01<01:51, 16.93ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 2%|▋ | 33/1914 [00:01<01:25, 22.09ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 1%|▎ | 19/1913 [00:01<02:37, 12.05ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 1%|▎ | 19/1914 [00:01<02:25, 12.99ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 1%|▍ | 25/1914 [00:01<02:17, 13.76ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 1%|▎ | 16/1913 [00:01<02:31, 12.52ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 1%|▌ | 26/1914 [00:01<02:51, 11.00ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 1%|▎ | 17/1913 [00:01<03:13, 9.80ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 1%|▍ | 22/1914 [00:01<01:56, 16.21ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 2%|▌ | 31/1914 [00:02<03:09, 9.92ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 1%|▌ | 27/1914 [00:01<02:26, 12.86ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 1%|▍ | 20/1913 [00:01<02:09, 14.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 1%|▌ | 28/1914 [00:02<02:51, 11.00ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 1%|▎ | 19/1913 [00:01<02:58, 10.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 2%|▋ | 36/1914 [00:02<02:00, 15.63ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 1%|▍ | 21/1913 [00:01<03:21, 9.38ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 1%|▍ | 24/1914 [00:02<02:18, 13.62ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 2%|▋ | 38/1914 [00:02<02:16, 13.77ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 1%|▍ | 25/1913 [00:01<02:15, 13.92ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 1%|▍ | 22/1913 [00:01<02:22, 13.30ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 2%|▋ | 34/1914 [00:02<02:54, 10.76ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 2%|▌ | 29/1914 [00:02<02:43, 11.54ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 1%|▍ | 22/1913 [00:01<02:27, 12.78ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 2%|▊ | 39/1914 [00:02<02:00, 15.57ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 1%|▍ | 23/1913 [00:02<03:12, 9.84ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 1%|▌ | 28/1913 [00:01<01:57, 16.07ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 1%|▌ | 26/1914 [00:02<02:30, 12.57ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 1%|▍ | 25/1913 [00:01<01:58, 15.89ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 2%|▌ | 31/1914 [00:02<02:38, 11.88ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 1%|▍ | 25/1913 [00:02<02:14, 14.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 2%|▊ | 41/1914 [00:02<02:20, 13.31ex/s]\u001b[A\r\n",
+ "\r\n",
+ "#2: 2%|▌ | 32/1914 [00:02<02:51, 10.99ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 2%|▋ | 36/1914 [00:02<02:55, 10.72ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 1%|▌ | 26/1913 [00:02<02:27, 12.78ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 2%|▊ | 41/1914 [00:02<02:10, 14.35ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 1%|▌ | 28/1914 [00:02<02:27, 12.75ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 1%|▌ | 27/1913 [00:02<01:59, 15.73ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 2%|▊ | 44/1914 [00:02<02:00, 15.58ex/s]\u001b[A\r\n",
+ "\r\n",
+ "#2: 2%|▋ | 34/1914 [00:02<02:40, 11.72ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 1%|▌ | 28/1913 [00:02<02:25, 12.93ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 2%|▋ | 38/1914 [00:02<02:57, 10.54ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 2%|▌ | 29/1913 [00:02<02:08, 14.66ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 2%|▋ | 33/1914 [00:02<03:08, 9.98ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 2%|▌ | 30/1914 [00:02<02:37, 11.95ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 2%|▋ | 36/1913 [00:02<01:45, 17.82ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 2%|▊ | 40/1914 [00:02<02:45, 11.34ex/s]\r\n",
+ "\r\n",
+ "#2: 2%|▋ | 37/1914 [00:02<02:34, 12.19ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 2%|▉ | 47/1914 [00:02<01:48, 17.18ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 2%|▉ | 47/1914 [00:02<02:19, 13.38ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 2%|▌ | 32/1913 [00:02<02:11, 14.36ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 2%|▌ | 29/1913 [00:02<02:45, 11.40ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 2%|▌ | 32/1914 [00:02<02:42, 11.55ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 2%|▋ | 35/1914 [00:02<03:14, 9.66ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 2%|▌ | 31/1913 [00:02<02:40, 11.71ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 3%|▉ | 49/1914 [00:03<02:12, 14.03ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 2%|▊ | 39/1913 [00:02<01:56, 16.02ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 2%|▊ | 43/1914 [00:03<02:39, 11.71ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 2%|▋ | 38/1914 [00:02<02:26, 12.84ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 2%|▋ | 34/1914 [00:02<02:38, 11.85ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 2%|▊ | 40/1914 [00:03<02:30, 12.46ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 2%|▌ | 32/1913 [00:02<02:29, 12.59ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 2%|▋ | 34/1913 [00:02<02:29, 12.59ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 2%|▊ | 41/1913 [00:02<01:59, 15.67ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 3%|▉ | 51/1914 [00:03<02:21, 13.14ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 2%|▋ | 38/1914 [00:03<01:49, 17.13ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 2%|▋ | 35/1913 [00:02<02:05, 14.97ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 2%|▊ | 42/1914 [00:03<02:23, 13.04ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 2%|▉ | 46/1914 [00:03<02:20, 13.34ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 2%|▊ | 44/1913 [00:02<01:43, 18.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 3%|█ | 52/1914 [00:03<02:15, 13.72ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 2%|▊ | 40/1914 [00:03<02:45, 11.36ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 2%|▋ | 34/1913 [00:02<02:59, 10.47ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 2%|▋ | 37/1913 [00:03<02:08, 14.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 3%|▉ | 48/1914 [00:03<02:20, 13.25ex/s]\r\n",
+ "\r\n",
+ "#2: 2%|▉ | 46/1914 [00:03<01:58, 15.72ex/s]\u001b[A\u001b[A\r\n",
+ "#1: 3%|█ | 53/1914 [00:03<02:38, 11.72ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 2%|▊ | 42/1914 [00:03<01:46, 17.63ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 3%|█ | 54/1914 [00:03<02:06, 14.69ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 2%|▊ | 42/1914 [00:03<02:33, 12.17ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 2%|▋ | 37/1913 [00:02<02:27, 12.74ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 2%|▉ | 47/1913 [00:03<01:58, 15.70ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 2%|▊ | 42/1913 [00:03<01:32, 20.13ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 2%|▊ | 44/1914 [00:03<02:17, 13.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 3%|█ | 55/1914 [00:03<02:31, 12.23ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 2%|▉ | 46/1914 [00:03<01:33, 19.91ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 3%|▉ | 48/1914 [00:03<02:14, 13.82ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 3%|▉ | 51/1914 [00:03<02:20, 13.25ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 2%|▊ | 39/1913 [00:03<02:24, 12.96ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 3%|█▏ | 59/1914 [00:03<01:46, 17.41ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 2%|▊ | 40/1913 [00:03<02:55, 10.68ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 3%|▉ | 50/1913 [00:03<02:02, 15.17ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 2%|▉ | 46/1914 [00:03<02:34, 12.05ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 3%|█▏ | 60/1914 [00:03<01:50, 16.82ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 2%|▊ | 45/1913 [00:03<01:55, 16.13ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 2%|▊ | 42/1913 [00:03<02:37, 11.87ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 2%|▊ | 41/1913 [00:03<02:32, 12.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 3%|▉ | 50/1914 [00:03<02:31, 12.33ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 3%|█ | 54/1914 [00:03<02:21, 13.17ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 2%|▊ | 44/1913 [00:03<02:23, 13.02ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 3%|█▏ | 62/1914 [00:03<01:59, 15.45ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 3%|█ | 52/1913 [00:03<02:21, 13.11ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 2%|▊ | 44/1913 [00:03<02:13, 14.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 3%|▉ | 48/1913 [00:03<01:56, 16.05ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 3%|█ | 56/1914 [00:04<02:18, 13.45ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 3%|▉ | 51/1914 [00:03<02:00, 15.47ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 2%|▉ | 47/1913 [00:03<01:57, 15.95ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 3%|▉ | 48/1914 [00:03<03:07, 9.97ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 3%|█▏ | 62/1914 [00:04<02:36, 11.82ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 3%|█ | 55/1913 [00:03<02:05, 14.75ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 3%|█ | 58/1914 [00:04<01:33, 19.88ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 3%|█ | 58/1914 [00:04<02:19, 13.26ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 3%|▉ | 51/1913 [00:03<01:54, 16.21ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 3%|█▎ | 65/1914 [00:04<02:10, 14.14ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 3%|▉ | 50/1914 [00:03<02:48, 11.09ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 3%|▉ | 50/1913 [00:03<01:49, 17.01ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 3%|█▎ | 66/1914 [00:04<01:57, 15.76ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 3%|█▏ | 59/1913 [00:03<01:38, 18.80ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 3%|█ | 57/1914 [00:04<01:37, 19.00ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 4%|█▎ | 67/1914 [00:04<02:01, 15.15ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 4%|█▎ | 69/1914 [00:04<02:17, 13.44ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "#1: 4%|█▎ | 71/1914 [00:04<02:54, 10.55ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "#1: 4%|█▍ | 73/1914 [00:05<02:49, 10.85ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#1: 4%|█▍ | 75/1914 [00:05<02:59, 10.27ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 4%|█▍ | 77/1914 [00:05<02:56, 10.42ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#2: 4%|█▍ | 73/1914 [00:05<02:30, 12.20ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "#1: 4%|█▌ | 79/1914 [00:05<03:17, 9.27ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#2: 4%|█▍ | 75/1914 [00:05<02:35, 11.86ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#1: 4%|█▌ | 82/1914 [00:05<02:37, 11.63ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#2: 4%|█▍ | 77/1914 [00:05<02:21, 12.96ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#2: 4%|█▌ | 79/1914 [00:05<02:18, 13.25ex/s]\u001b[A\u001b[A\r\n",
+ "#0: 4%|█▌ | 83/1914 [00:06<02:09, 14.17ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 4%|█▌ | 83/1914 [00:05<01:43, 17.67ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "#1: 4%|█▋ | 86/1914 [00:06<02:22, 12.82ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#1: 5%|█▋ | 88/1914 [00:06<02:23, 12.74ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 5%|█▊ | 92/1914 [00:06<01:45, 17.31ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 5%|█▉ | 98/1914 [00:07<02:14, 13.51ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "#0: 5%|█▉ | 100/1914 [00:07<02:53, 10.47ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "#6: 5%|█▉ | 100/1913 [00:07<02:02, 14.82ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 6%|█▉ | 106/1914 [00:07<02:53, 10.40ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 6%|██ | 110/1914 [00:07<02:56, 10.24ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "#1: 6%|██▏ | 113/1914 [00:08<02:48, 10.66ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 21%|███████▌ | 404/1914 [00:27<01:24, 17.94ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 22%|███████▋ | 412/1914 [00:28<01:54, 13.15ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 42%|███████████████▏ | 806/1914 [00:56<01:12, 15.22ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 47%|████████████████▉ | 902/1914 [01:01<01:01, 16.40ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#3: 47%|█████████████████ | 904/1914 [01:01<01:30, 11.11ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 47%|█████████████████ | 906/1914 [01:02<01:01, 16.33ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 47%|████████████████▉ | 901/1914 [01:02<00:59, 16.94ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 48%|█████████████████▏ | 913/1914 [01:02<01:26, 11.56ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 48%|█████████████████▏ | 915/1914 [01:02<01:20, 12.47ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 47%|█████████████████ | 907/1914 [01:03<01:16, 13.22ex/s]\r\n",
+ "\r\n",
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+ "#3: 48%|█████████████████▎ | 918/1914 [01:02<01:36, 10.27ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#1: 48%|█████████████████▏ | 917/1914 [01:03<01:21, 12.17ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 48%|█████████████████▎ | 919/1914 [01:03<01:26, 11.48ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 49%|█████████████████▋ | 941/1914 [01:04<00:56, 17.21ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 54%|██████████████████▊ | 1026/1914 [01:10<01:05, 13.64ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 54%|██████████████████▊ | 1027/1914 [01:12<01:03, 14.08ex/s]\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 54%|██████████████████▊ | 1032/1914 [01:12<01:18, 11.28ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 55%|███████████████████▎ | 1053/1914 [01:13<01:22, 10.47ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 55%|███████████████████▎ | 1055/1914 [01:13<01:15, 11.31ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#3: 55%|████████���██████████▎ | 1057/1914 [01:13<01:20, 10.61ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 55%|███████████████████▎ | 1057/1914 [01:13<01:15, 11.37ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 55%|███████████████████▎ | 1059/1914 [01:13<01:10, 12.10ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 55%|███████████████████▍ | 1061/1914 [01:13<01:07, 12.73ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 56%|███████████████████▍ | 1063/1914 [01:13<01:13, 11.64ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 56%|███████████████████▍ | 1065/1914 [01:14<01:10, 11.99ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 56%|███████████████████▌ | 1073/1914 [01:14<00:50, 16.70ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 55%|███████████████████▍ | 1062/1914 [01:14<00:49, 17.05ex/s]\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 56%|███████████████████▋ | 1080/1914 [01:15<00:56, 14.69ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 57%|███████████████████▊ | 1082/1914 [01:15<01:01, 13.51ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 57%|███████████████████▊ | 1084/1914 [01:15<01:07, 12.31ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 57%|███████████████████▊ | 1086/1914 [01:15<01:04, 12.81ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 57%|███████████████████▉ | 1088/1914 [01:15<01:03, 13.05ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#0: 57%|███████████████████▊ | 1086/1914 [01:15<00:34, 23.75ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 53%|██████████████████▋ | 1022/1914 [01:15<01:08, 12.96ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 57%|███████████████████▉ | 1089/1914 [01:15<00:33, 24.55ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 57%|███████████████████▉ | 1093/1914 [01:16<01:00, 13.64ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 54%|██████████████████▊ | 1026/1914 [01:16<01:13, 12.02ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 57%|████████████████████ | 1095/1914 [01:16<01:09, 11.70ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 54%|██████████████████▊ | 1030/1914 [01:16<00:58, 15.16ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 57%|████████████████████ | 1097/1914 [01:16<01:14, 10.98ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 54%|██████████████████▉ | 1034/1914 [01:16<00:55, 15.85ex/s]\u001b[A\u001b[A\r\n",
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+ "#1: 57%|████████████████████ | 1099/1914 [01:16<01:09, 11.71ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 57%|████████████████████ | 1100/1914 [01:16<01:09, 11.79ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#4: 56%|███████████████████▌ | 1072/1914 [01:16<01:11, 11.71ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 58%|████████████████████▏ | 1102/1914 [01:16<01:04, 12.64ex/s]\r\n",
+ "#1: 58%|████████████████████▏ | 1104/1914 [01:16<01:00, 13.32ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 58%|████████████████████▏ | 1106/1914 [01:17<00:57, 13.99ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 58%|████████████████████▏ | 1104/1914 [01:17<01:08, 11.88ex/s]\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 58%|████████████████████▎ | 1109/1914 [01:17<00:48, 16.61ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 55%|███████████████████▏ | 1051/1914 [01:17<00:37, 22.94ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 58%|████████████████████▎ | 1108/1914 [01:17<01:19, 10.20ex/s]\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 58%|████████████████████▍ | 1115/1914 [01:17<01:06, 11.95ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 58%|████████████████████▎ | 1114/1914 [01:17<01:00, 13.30ex/s]\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 59%|████████████████████▍ | 1120/1914 [01:18<00:54, 14.50ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 59%|████████████████████▌ | 1126/1914 [01:18<00:47, 16.62ex/s]\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 59%|████████████████████▌ | 1127/1914 [01:18<01:05, 12.06ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 59%|████████████████████▊ | 1135/1914 [01:19<01:11, 10.84ex/s]\u001b[A\r\n",
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+ "#1: 59%|████████████████████▊ | 1137/1914 [01:19<01:05, 11.81ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 60%|████████████████████▉ | 1143/1914 [01:20<01:12, 10.66ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 60%|████████████████████▉ | 1145/1914 [01:20<01:11, 10.83ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 60%|█████████████████████ | 1149/1914 [01:20<00:57, 13.29ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 58%|████████████████████▏ | 1101/1914 [01:20<01:00, 13.43ex/s]\u001b[A\u001b[A\r\n",
+ "#1: 60%|████████████████████▉ | 1147/1914 [01:20<01:26, 8.82ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 58%|████████████████████▏ | 1105/1914 [01:20<00:43, 18.55ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#1: 60%|█████████████████████ | 1149/1914 [01:20<01:17, 9.88ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 60%|████████████��████████ | 1152/1914 [01:21<01:00, 12.65ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 58%|████████████████████▎ | 1108/1914 [01:21<00:47, 17.04ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#7: 59%|████████████████████▋ | 1130/1913 [01:20<00:56, 13.88ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 60%|█████████████████████▏ | 1156/1914 [01:21<00:55, 13.74ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 58%|████████████████████▎ | 1110/1914 [01:21<01:11, 11.30ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#1: 61%|█████████████████████▏ | 1159/1914 [01:21<00:53, 14.19ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 61%|█████████████████████▍ | 1169/1914 [01:21<00:42, 17.55ex/s]\r\n",
+ "\r\n",
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+ "#1: 61%|█████████████████████▎ | 1164/1914 [01:21<00:40, 18.31ex/s]\u001b[A\r\n",
+ "\r\n",
+ "#2: 58%|████████████████████▎ | 1112/1914 [01:21<01:13, 10.86ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 58%|████████████████████▎ | 1114/1914 [01:21<01:06, 12.11ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#1: 61%|█████████████████████▎ | 1167/1914 [01:21<00:39, 19.04ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#3: 61%|█████████████████████▍ | 1173/1914 [01:21<00:40, 18.09ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 58%|████████████████████▍ | 1117/1914 [01:21<00:52, 15.28ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#7: 60%|████████████████████▉ | 1145/1913 [01:21<00:42, 18.19ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#0: 61%|█████████████████████▌ | 1176/1914 [01:22<00:36, 19.98ex/s]\r\n",
+ "#1: 61%|█████████████████████▍ | 1171/1914 [01:21<00:34, 21.67ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#6: 61%|█████████████████████▍ | 1170/1913 [01:21<00:53, 13.96ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#3: 61%|█████████████████████▌ | 1177/1914 [01:22<00:37, 19.46ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 61%|█████████████████████▍ | 1174/1914 [01:22<00:38, 19.01ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#7: 60%|█████████████████████ | 1153/1913 [01:22<00:47, 16.09ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#7: 60%|█████████████████████▏ | 1157/1913 [01:22<00:42, 17.77ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 62%|█████████████████████▌ | 1181/1914 [01:22<00:44, 16.45ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 62%|█████████████████████▋ | 1183/1914 [01:22<00:45, 15.95ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#7: 61%|█████████████████████▏ | 1159/1913 [01:22<00:48, 15.68ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#6: 62%|█████████████████████▌ | 1180/1913 [01:22<01:15, 9.71ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 62%|█████████████████████▋ | 1185/1914 [01:23<00:50, 14.39ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#7: 61%|█████████████████████▏ | 1161/1913 [01:22<00:52, 14.25ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 59%|████████████████████▋ | 1134/1914 [01:23<00:46, 16.63ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#6: 62%|█████████████████████▋ | 1182/1913 [01:22<01:14, 9.87ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#8: 64%|██████████████████████▏ | 1215/1913 [01:22<00:57, 12.17ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 62%|█████████████████████▋ | 1187/1914 [01:23<00:58, 12.33ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#2: 59%|████████████████████▊ | 1136/1914 [01:23<00:53, 14.53ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#7: 61%|█████████████████████▎ | 1167/1913 [01:23<00:49, 15.16ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 62%|█████████████████████▊ | 1190/1914 [01:23<00:58, 12.44ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#2: 60%|████████████████████▊ | 1139/1914 [01:23<00:55, 14.05ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#7: 61%|█████████████████████▍ | 1169/1913 [01:23<00:58, 12.72ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#2: 60%|████████████████████▊ | 1141/1914 [01:23<00:53, 14.35ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 62%|█████████████████████▋ | 1188/1913 [01:23<01:08, 10.63ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 62%|█████████████████████▊ | 1196/1914 [01:23<00:56, 12.78ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#6: 62%|█████████████████████▊ | 1193/1913 [01:23<00:45, 15.84ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#2: 60%|████████████████████▉ | 1147/1914 [01:23<00:39, 19.45ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#8: 64%|██████████████████████▍ | 1229/1913 [01:23<00:40, 16.75ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#1: 63%|█████████████████████▉ | 1197/1914 [01:24<00:56, 12.60ex/s]\u001b[A\r\n",
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+ "#6: 62%|█████████████████████▊ | 1195/1913 [01:23<00:50, 14.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#3: 63%|██████████████████████ | 1205/1914 [01:24<00:52, 13.59ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#7: 62%|█████████████████████▌ | 1177/1913 [01:23<00:53, 13.64ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#2: 60%|█████████████████████ | 1152/1914 [01:24<00:43, 17.59ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#8: 64%|██████████████████████▌ | 1231/1913 [01:23<00:50, 13.45ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 63%|█████████████████████▉ | 1200/1914 [01:24<00:55, 12.76ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#7: 62%|█████████████████████▌ | 1180/1913 [01:24<00:50, 14.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#9: 62%|█████████████████████▊ | 1195/1913 [01:23<00:45, 15.87ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 60%|█████████████████████ | 1154/1914 [01:24<00:49, 15.32ex/s]\u001b[A\u001b[A\r\n",
+ "#1: 63%|█████████████████████▉ | 1202/1914 [01:24<00:56, 12.58ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#6: 63%|██████████████████████ | 1203/1913 [01:24<00:41, 17.08ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#0: 63%|██████████████████████ | 1206/1914 [01:24<00:53, 13.12ex/s]\r\n",
+ "\r\n",
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+ "#3: 63%|██████████████████████ | 1209/1914 [01:24<01:06, 10.66ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#7: 62%|█████████████████████▋ | 1183/1913 [01:24<00:45, 16.15ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 61%|█████████████████████▏ | 1158/1914 [01:24<00:39, 18.92ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#6: 63%|██████████████████████ | 1206/1913 [01:24<00:40, 17.51ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#3: 63%|██████████████████████▏ | 1213/1914 [01:24<00:47, 14.90ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 63%|██████████████████████ | 1206/1914 [01:24<00:51, 13.78ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#7: 62%|█████████████████████▋ | 1185/1913 [01:24<00:47, 15.34ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 63%|██████████████████████ | 1209/1914 [01:24<00:53, 13.21ex/s]\r\n",
+ "\r\n",
+ "\r\n",
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+ "#1: 63%|██████████████████████ | 1209/1914 [01:24<00:43, 16.30ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 63%|██████████████████████▏ | 1211/1913 [01:24<00:35, 19.88ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#7: 62%|█████████████████████▋ | 1187/1913 [01:24<00:45, 15.91ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 61%|█████████████████████▏ | 1161/1914 [01:24<00:48, 15.38ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#8: 65%|██████████████████████▋ | 1240/1913 [01:24<00:51, 13.19ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#9: 63%|█████████████████████▉ | 1202/1913 [01:24<00:47, 15.02ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 64%|██████████████████████▏ | 1216/1914 [01:24<00:48, 14.32ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 63%|██████████████████████▏ | 1211/1914 [01:24<00:43, 16.01ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "#7: 62%|█████████████████████▊ | 1189/1913 [01:24<00:46, 15.67ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#0: 63%|██████████████████████▏ | 1211/1914 [01:25<01:01, 11.44ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "#6: 63%|██████████████████████▏ | 1214/1913 [01:24<00:37, 18.58ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 61%|█████████████████████▎ | 1163/1914 [01:24<00:51, 14.49ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 64%|██████████████████████▎ | 1220/1914 [01:24<00:37, 18.29ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#9: 63%|██████████████████████ | 1204/1913 [01:24<00:56, 12.58ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 61%|█████████████████████▎ | 1166/1914 [01:25<00:43, 17.23ex/s]\u001b[A\u001b[A\r\n",
+ "#1: 63%|██████████████████████▏ | 1213/1914 [01:25<00:51, 13.49ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 63%|██████████████████████▏ | 1213/1914 [01:25<01:01, 11.49ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#7: 62%|█████████████████████▊ | 1191/1913 [01:24<00:55, 13.07ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 64%|██████████████████████▎ | 1223/1914 [01:25<00:37, 18.62ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#9: 63%|██████████████████████ | 1208/1913 [01:24<00:39, 17.87ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 65%|██████████████████████▊ | 1244/1913 [01:24<00:54, 12.22ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#6: 64%|██████████████████████▎ | 1218/1913 [01:24<00:41, 16.65ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#0: 63%|██████████████████████▏ | 1215/1914 [01:25<00:57, 12.08ex/s]\r\n",
+ "\r\n",
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+ "#1: 63%|██████████████████████▏ | 1215/1914 [01:25<00:54, 12.75ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#8: 65%|██████████████████████▊ | 1247/1913 [01:24<00:52, 12.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#0: 64%|██████████████████████▎ | 1218/1914 [01:25<00:50, 13.88ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#9: 63%|██████████████████████▏ | 1211/1913 [01:24<00:46, 15.08ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 64%|████████████████████���█▎ | 1217/1914 [01:25<00:57, 12.13ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#6: 64%|██████████████████████▎ | 1221/1913 [01:25<00:48, 14.17ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#9: 63%|██████████████████████▏ | 1214/1913 [01:25<00:42, 16.52ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#7: 63%|█████████████████████▉ | 1201/1913 [01:25<00:36, 19.32ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#1: 64%|██████████████████████▎ | 1219/1914 [01:25<00:58, 11.85ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#6: 64%|██████████████████████▍ | 1223/1913 [01:25<00:49, 13.97ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#0: 64%|██████████████████████▎ | 1222/1914 [01:25<00:49, 14.10ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#7: 63%|██████████████████████ | 1203/1913 [01:25<00:41, 16.92ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#0: 64%|██████████████████████▍ | 1226/1914 [01:25<00:36, 18.66ex/s]\r\n",
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+ "\r\n",
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+ "#1: 64%|██████████████████████▎ | 1221/1914 [01:25<01:01, 11.30ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#9: 64%|██████████████████████▎ | 1218/1913 [01:25<00:44, 15.63ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#7: 63%|██████████████████████ | 1205/1913 [01:25<00:40, 17.30ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#6: 64%|██████████████████████▍ | 1226/1913 [01:25<00:47, 14.49ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 64%|██████████████████████▎ | 1223/1914 [01:26<00:55, 12.52ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#6: 64%|██████████████████████▍ | 1228/1913 [01:25<00:48, 13.99ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#7: 63%|██████████████████████ | 1208/1913 [01:25<00:43, 16.29ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#0: 64%|██████████████████████▍ | 1228/1914 [01:26<00:49, 13.88ex/s]\r\n",
+ "#1: 64%|██████████████████████▍ | 1227/1914 [01:26<00:40, 17.08ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#6: 64%|██████████████████████▌ | 1230/1913 [01:25<00:46, 14.68ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#2: 62%|█████████████████████▌ | 1181/1914 [01:26<00:49, 14.86ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#7: 63%|██████████████████████▏ | 1210/1913 [01:25<00:41, 16.99ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 64%|██████████████████████▌ | 1232/1914 [01:26<00:44, 15.18ex/s]\r\n",
+ "\r\n",
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+ "#7: 63%|██████████████████████▏ | 1212/1913 [01:25<00:44, 15.80ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 62%|█████████████████████▋ | 1183/1914 [01:26<00:51, 14.31ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#6: 64%|██████████████████████▌ | 1232/1913 [01:26<00:52, 13.03ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#9: 64%|██████████████████████▎ | 1222/1913 [01:25<01:08, 10.12ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#7: 64%|██████████████████████▏ | 1215/1913 [01:26<00:38, 18.02ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#2: 62%|█████████████████████▋ | 1185/1914 [01:26<00:50, 14.48ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#6: 65%|██████████████████████▌ | 1236/1913 [01:26<00:37, 18.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 64%|██████████████████████▌ | 1231/1914 [01:26<00:49, 13.75ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#0: 65%|██████████████████████▌ | 1236/1914 [01:26<00:39, 17.29ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
+ "#9: 64%|██████████████████████▍ | 1226/1913 [01:25<00:46, 14.76ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#7: 64%|██████████████████████▎ | 1218/1913 [01:26<00:33, 20.74ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#9: 64%|██████████████████████▌ | 1230/1913 [01:26<00:35, 19.45ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 65%|██████████████████████▌ | 1235/1914 [01:26<01:00, 11.17ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 65%|██████████████████████▋ | 1243/1914 [01:27<00:34, 19.42ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 65%|██████████████████████▊ | 1246/1914 [01:27<00:49, 13.48ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 65%|██████████████████████▊ | 1249/1914 [01:27<00:42, 15.73ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 65%|██████████████████████▉ | 1252/1914 [01:27<00:40, 16.27ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 66%|██████████████████████▉ | 1255/1914 [01:28<00:38, 17.05ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 66%|███████████████████████ | 1259/1914 [01:28<00:46, 14.09ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 66%|███████████████████████ | 1261/1914 [01:28<00:49, 13.15ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#1: 67%|███████████████████████▍ | 1282/1914 [01:29<00:37, 16.86ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 67%|███████████████████████▍ | 1284/1914 [01:29<00:41, 15.21ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 67%|███████████████████████▌ | 1290/1914 [01:30<00:25, 24.41ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#6: 67%|███████████████████████▌ | 1290/1913 [01:29<00:47, 13.20ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 68%|███████████████████████▋ | 1293/1914 [01:30<00:30, 20.46ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 68%|███████████████████████▊ | 1304/1914 [01:30<00:42, 14.41ex/s]\r\n",
+ "#1: 68%|███████████████████████▋ | 1296/1914 [01:30<00:33, 18.59ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 65%|██████████████████████▋ | 1243/1914 [01:30<00:58, 11.55ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#6: 68%|███████████████████████▋ | 1294/1913 [01:30<00:53, 11.61ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#0: 68%|███████████████████████▉ | 1306/1914 [01:30<00:46, 13.12ex/s]\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 65%|██████████████████████▊ | 1247/1914 [01:30<00:50, 13.22ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#0: 68%|███████████████████████▉ | 1309/1914 [01:30<00:46, 12.99ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 68%|███████████████████████▊ | 1303/1914 [01:30<00:39, 15.32ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 68%|███████████████████████▉ | 1306/1914 [01:31<00:34, 17.64ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#6: 68%|███████████████████████▊ | 1303/1913 [01:30<00:38, 15.71ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#9: 68%|███████████████████████▉ | 1306/1913 [01:30<00:31, 19.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#0: 68%|███████████████████████▉ | 1311/1914 [01:31<00:57, 10.57ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#0: 69%|████████████████████████ | 1313/1914 [01:31<00:52, 11.45ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 68%|███████████████████████▉ | 1305/1913 [01:31<00:47, 12.71ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#1: 68%|███████████████████████▉ | 1309/1914 [01:31<00:40, 15.11ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#1: 69%|████████████████████████ | 1313/1914 [01:31<00:31, 18.87ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 69%|████████████████████████ | 1317/1914 [01:31<00:29, 20.57ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 69%|████████████████████████▏ | 1323/1914 [01:32<00:33, 17.85ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 69%|████████████████████████▎ | 1327/1914 [01:32<00:34, 16.89ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "#6: 69%|████████████████████████ | 1316/1913 [01:31<00:50, 11.82ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#7: 68%|███████████���███████████▊ | 1301/1913 [01:31<00:36, 16.55ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 70%|████████████████████████▎ | 1332/1914 [01:32<00:25, 22.47ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#6: 69%|████████████████████████▏ | 1320/1913 [01:32<00:43, 13.73ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "#7: 68%|███████████████████████▉ | 1309/1913 [01:32<00:33, 18.13ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 70%|████████████████████████▌ | 1341/1914 [01:33<00:37, 15.43ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 70%|████████████████████████▌ | 1344/1914 [01:33<00:36, 15.42ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#6: 70%|████████████████████████▍ | 1334/1913 [01:33<00:36, 15.66ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 70%|████████████████████████▋ | 1348/1914 [01:33<00:29, 19.26ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 71%|████████████████████████▋ | 1351/1914 [01:33<00:27, 20.11ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 71%|████████████████████████▊ | 1354/1914 [01:33<00:30, 18.07ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 71%|████████████████████████▊ | 1357/1914 [01:33<00:29, 18.71ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 71%|████████████████████████▊ | 1360/1914 [01:34<00:32, 17.17ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 71%|████████████████████████▉ | 1365/1914 [01:34<00:24, 22.56ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 71%|█████████████████████████ | 1368/1914 [01:34<00:29, 18.59ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#7: 70%|████████████████████████▎ | 1331/1913 [01:34<00:56, 10.26ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 72%|█████████████████████████ | 1371/1914 [01:34<00:32, 16.92ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 68%|███████████████████████▊ | 1301/1914 [01:34<01:09, 8.82ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#8: 73%|█████████████████████████▋ | 1402/1913 [01:34<00:37, 13.79ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#9: 71%|████████████████████████▊ | 1359/1913 [01:34<00:29, 18.86ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#5: 73%|█████████████████████████▌ | 1401/1914 [01:34<00:38, 13.24ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#1: 72%|█████████████████████████ | 1373/1914 [01:34<00:35, 15.22ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#7: 70%|████████████████████████▍ | 1333/1913 [01:34<00:56, 10.19ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#0: 71%|████████████████████████▉ | 1364/1914 [01:35<00:38, 14.14ex/s]\r\n",
+ "\r\n",
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+ "#6: 71%|████████████████████████▉ | 1366/1913 [01:34<00:24, 21.89ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 68%|███████████████████████▉ | 1307/1914 [01:35<00:45, 13.46ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#9: 71%|████████████████████████▉ | 1366/1913 [01:34<00:24, 22.22ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#7: 70%|████████████████████████▍ | 1335/1913 [01:34<00:56, 10.22ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#8: 74%|█████████████████████████▊ | 1408/1913 [01:34<00:32, 15.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#7: 70%|████████████████████████▍ | 1337/1913 [01:34<00:49, 11.65ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 68%|███████████████████████▉ | 1309/1914 [01:35<00:46, 13.02ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 68%|███████████████████████▉ | 1311/1914 [01:35<00:41, 14.36ex/s]\u001b[A\u001b[A\r\n",
+ "#1: 72%|█████████████████████████▎ | 1381/1914 [01:35<00:32, 16.26ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#8: 74%|██████████████████████��██▊ | 1412/1913 [01:34<00:28, 17.45ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#0: 72%|█████████████████████████ | 1369/1914 [01:35<00:36, 14.84ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 72%|█████████████████████████ | 1372/1913 [01:35<00:32, 16.79ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 69%|████████████████████████ | 1313/1914 [01:35<00:46, 12.92ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 72%|█████████████████████████▎ | 1384/1914 [01:35<00:34, 15.19ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 72%|█████████████████████████ | 1371/1914 [01:35<00:39, 13.84ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 70%|████████████████████████▋ | 1347/1914 [01:35<00:24, 23.09ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 69%|████████████████████████ | 1315/1914 [01:35<00:42, 13.99ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 72%|█████████████████████████▏ | 1375/1913 [01:35<00:32, 16.43ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 72%|█████████████████████████ | 1373/1914 [01:35<00:39, 13.86ex/s]\r\n",
+ "\r\n",
+ "#2: 69%|████████████████████████ | 1319/1914 [01:35<00:30, 19.59ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 74%|█████████████████████████▉ | 1416/1913 [01:35<00:38, 12.84ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#7: 70%|████████████████████████▌ | 1341/1913 [01:35<01:06, 8.54ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 72%|█████████████████████████▎ | 1383/1914 [01:36<00:32, 16.22ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 73%|█████████████████████████▋ | 1404/1914 [01:36<00:26, 19.38ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 74%|█████████████████████████▊ | 1410/1914 [01:37<00:27, 18.57ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 73%|█████████████████████████▌ | 1395/1914 [01:37<00:41, 12.55ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 75%|██████████████████████████▏ | 1434/1913 [01:37<00:50, 9.47ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#0: 73%|█████████████████████████▌ | 1401/1914 [01:37<00:30, 17.08ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#6: 74%|█████████████████████████▊ | 1409/1913 [01:37<00:24, 20.28ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 74%|█████████████████████████▉ | 1416/1914 [01:37<00:37, 13.43ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#0: 73%|█████████████████████████▋ | 1405/1914 [01:37<00:26, 19.29ex/s]\r\n",
+ "\r\n",
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+ "#1: 74%|█████████████████████████▉ | 1418/1914 [01:37<00:36, 13.76ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 74%|█████████████████████████▊ | 1409/1914 [01:37<00:22, 22.70ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 74%|█████████████████████████▉ | 1420/1914 [01:37<00:38, 12.83ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 74%|█████████████████████████▊ | 1412/1914 [01:38<00:23, 21.24ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#1: 74%|██████████████████████████ | 1423/1914 [01:38<00:31, 15.57ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 74%|██████████████████████████ | 1425/1914 [01:38<00:33, 14.51ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#6: 74%|██████████████████████████ | 1422/1913 [01:38<00:25, 18.96ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 75%|██████████████████████████ | 1427/1914 [01:38<00:36, 13.38ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#0: 74%|█████████████████████████▉ | 1418/1914 [01:38<00:31, 16.00ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 74%|██████████████████████████ | 1422/1914 [01:38<00:43, 11.43ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 75%|██████████████████████████▏ | 1429/1914 [01:38<00:35, 13.54ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 75%|██████████████████████████▏ | 1434/1914 [01:38<00:23, 20.07ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 75%|█████████��████████████████▎ | 1437/1914 [01:38<00:23, 20.48ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 74%|██████████████████████████ | 1425/1914 [01:38<00:32, 14.85ex/s]\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 75%|██████████████████████████▏ | 1430/1914 [01:39<00:41, 11.68ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 76%|██████████████████████████▌ | 1454/1914 [01:41<00:37, 12.21ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 79%|███████████████████████████▋ | 1512/1914 [01:44<00:49, 8.19ex/s]\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 79%|███████████████████████████▋ | 1514/1914 [01:44<00:49, 8.05ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 79%|███████████████████████████▊ | 1520/1914 [01:45<00:33, 11.74ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 79%|███████████████████████████▌ | 1509/1914 [01:45<00:30, 13.14ex/s]\r\n",
+ "#1: 80%|███████████████████████████▊ | 1522/1914 [01:45<00:34, 11.43ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 80%|███████████████████████████▉ | 1526/1914 [01:45<00:22, 16.96ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 79%|███████████████████████████▋ | 1513/1914 [01:45<00:25, 15.44ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#9: 79%|███████████████████████████▋ | 1514/1913 [01:44<00:25, 15.85ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#6: 79%|███████████████████████████▋ | 1512/1913 [01:45<00:48, 8.22ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#3: 79%|███████████████████████████▋ | 1516/1914 [01:45<00:19, 19.99ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#8: 80%|███████████████████████████▉ | 1530/1913 [01:45<00:38, 9.93ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 79%|███████████████████████████▋ | 1517/1914 [01:45<00:23, 17.23ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#6: 79%|███████████████████████████▋ | 1515/1913 [01:45<00:37, 10.52ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 79%|███████████████████████████▊ | 1517/1913 [01:45<00:26, 15.14ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "#1: 80%|████████████████████████████ | 1533/1914 [01:45<00:19, 19.82ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#7: 77%|███████████████████████████ | 1477/1913 [01:45<00:56, 7.73ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#8: 80%|████████████████████████████ | 1532/1913 [01:45<00:39, 9.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#6: 79%|███████████████████████████▊ | 1517/1913 [01:45<00:34, 11.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 79%|███████████████████████████▊ | 1520/1914 [01:45<00:24, 16.19ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 80%|███████████████████████████▊ | 1522/1914 [01:45<00:20, 19.14ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#9: 80%|███████████████████████████▊ | 1521/1913 [01:45<00:23, 16.53ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#0: 80%|███████████████████████████▊ | 1523/1914 [01:46<00:21, 17.93ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 79%|██████████████���████████████▊ | 1519/1913 [01:45<00:34, 11.48ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#8: 80%|████████████████████████████ | 1535/1913 [01:45<00:33, 11.27ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#4: 78%|███████████████████████████▍ | 1501/1914 [01:45<00:27, 15.11ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#3: 80%|███████████████████████████▉ | 1525/1914 [01:46<00:19, 19.50ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#0: 80%|███████████████████████████▉ | 1525/1914 [01:46<00:22, 17.50ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
+ "#9: 80%|███████████████████████████▉ | 1526/1913 [01:45<00:21, 17.95ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 80%|████████████████████████████▏ | 1540/1914 [01:46<00:20, 18.26ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#7: 78%|███████████████████████████▏ | 1484/1913 [01:45<00:33, 12.78ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 80%|███████████████████████████▉ | 1528/1914 [01:46<00:18, 20.32ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 79%|███████████████████████████▌ | 1506/1914 [01:46<00:22, 18.46ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#6: 80%|███████████████████████████▊ | 1523/1913 [01:45<00:28, 13.45ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 80%|███████████████████████████▉ | 1527/1914 [01:46<00:23, 16.75ex/s]\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#9: 80%|███████████████████████████▉ | 1530/1913 [01:45<00:18, 20.85ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#4: 79%|█████████████���█████████████▌ | 1509/1914 [01:46<00:20, 19.62ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#0: 80%|███████████████████████████▉ | 1531/1914 [01:46<00:17, 21.62ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#9: 80%|████████████████████████████ | 1534/1913 [01:45<00:17, 21.38ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#1: 81%|████████████████████████████▏ | 1543/1914 [01:46<00:26, 13.88ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 80%|███████████████████████████▉ | 1531/1914 [01:46<00:26, 14.57ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 80%|████████████████████████████ | 1534/1914 [01:46<00:18, 20.31ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 79%|███████████████████████████▋ | 1512/1914 [01:46<00:21, 18.45ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#5: 83%|█████████████████████████████ | 1590/1914 [01:46<00:12, 25.22ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 81%|████████████████████████████▎ | 1545/1914 [01:46<00:25, 14.41ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#9: 80%|████████████████████████████ | 1537/1913 [01:46<00:18, 19.97ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#7: 78%|███████████████████████████▎ | 1493/1913 [01:46<00:25, 16.37ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#6: 80%|███████████████████████████▉ | 1529/1913 [01:46<00:29, 13.11ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#0: 80%|████████████████████████████ | 1537/1914 [01:46<00:19, 19.45ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 79%|███████████████████████████▋ | 1514/1914 [01:46<00:23, 16.97ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 80%|████████████████████████████ | 1534/1914 [01:46<00:26, 14.57ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#9: 81%|████████████████████████████▏ | 1540/1913 [01:46<00:18, 20.20ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#6: 80%|████████████████████████████ | 1531/1913 [01:46<00:27, 13.78ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 81%|████████████████████████████▎ | 1547/1914 [01:46<00:26, 13.68ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#5: 83%|█████████████████████████████▏ | 1596/1914 [01:46<00:12, 25.42ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 77%|██████████████████████████▉ | 1474/1914 [01:46<00:32, 13.73ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#4: 79%|███████████████████████████▋ | 1516/1914 [01:46<00:23, 16.61ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 80%|████████████████████████████▏ | 1540/1914 [01:46<00:19, 19.22ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#6: 80%|████████████████████████████ | 1533/1913 [01:46<00:27, 13.76ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 81%|████████████████████████████▏ | 1544/1913 [01:46<00:17, 20.77ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#1: 81%|████████████████████████████▎ | 1550/1914 [01:47<00:24, 14.95ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 81%|████████████████████████████▍ | 1551/1913 [01:46<00:20, 17.47ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 78%|███████████████████████████▍ | 1497/1913 [01:46<00:31, 13.15ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 81%|████████████████████████████▎ | 1547/1913 [01:46<00:16, 22.20ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 81%|████████████████████████████▍ | 1553/1914 [01:47<00:21, 17.07ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#4: 79%|███████████████████████████▊ | 1518/1914 [01:46<00:30, 12.88ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 81%|████████████████████████████▏ | 1543/1914 [01:47<00:23, 16.05ex/s]\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 78%|███████████████████████████▍ | 1499/1913 [01:46<00:30, 13.39ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 80%|███████████████████████████▊ | 1522/1914 [01:47<00:23, 16.93ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 81%|████████████████████████████▎ | 1545/1914 [01:47<00:23, 15.48ex/s]\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 81%|████████████████████████████▍ | 1553/1913 [01:46<00:28, 12.54ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#4: 80%|███████████████████████████▊ | 1524/1914 [01:47<00:22, 17.11ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 78%|███████████████████████████▍ | 1501/1913 [01:47<00:32, 12.78ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 81%|████████████████████████████▏ | 1540/1913 [01:47<00:27, 13.64ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 81%|████████████████████████████▍ | 1555/1914 [01:47<00:29, 12.22ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 81%|████████████████████████████▍ | 1556/1913 [01:46<00:23, 14.93ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 81%|████████████████████████████▍ | 1553/1913 [01:46<00:18, 19.08ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#5: 84%|█████████████████████████████▎ | 1605/1914 [01:47<00:19, 16.02ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#0: 81%|████████████████████████████▎ | 1548/1914 [01:47<00:23, 15.53ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#7: 79%|███████████████████████████▌ | 1505/1913 [01:47<00:22, 17.78ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 81%|████████████████████████████▏ | 1542/1913 [01:47<00:28, 13.06ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 81%|████████████████████████████▌ | 1558/1913 [01:47<00:24, 14.76ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 81%|████████████████████████████▎ | 1547/1914 [01:47<00:26, 13.79ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 81%|████���███████████████████████▎ | 1550/1914 [01:47<00:24, 15.15ex/s]\r\n",
+ "\r\n",
+ "#2: 78%|███████████████████████████▏ | 1485/1914 [01:47<00:31, 13.52ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 81%|████████████████████████████▍ | 1555/1913 [01:47<00:20, 17.11ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 81%|████████████████████████████▎ | 1546/1913 [01:47<00:20, 17.89ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 82%|████████████████████████████▌ | 1562/1913 [01:47<00:18, 19.23ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#0: 81%|████████████████████████████▍ | 1552/1914 [01:47<00:23, 15.26ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 81%|████████████████████████████▎ | 1550/1914 [01:47<00:23, 15.18ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 82%|████████████████████████████▌ | 1560/1914 [01:47<00:26, 13.48ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 80%|███████████████████████████▉ | 1531/1914 [01:47<00:25, 15.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 81%|████████████████████████████▌ | 1558/1913 [01:47<00:22, 15.93ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 78%|███████████████████████████▏ | 1490/1914 [01:47<00:27, 15.55ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 81%|████████████████████████████▍ | 1554/1914 [01:47<00:23, 15.50ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 82%|████████████████████████████▋ | 1565/1913 [01:47<00:20, 16.88ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 84%|█████████████████████████████▍ | 1610/1914 [01:47<00:22, 13.24ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#4: 80%|████████████████████████████ | 1533/1914 [01:47<00:25, 14.77ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 82%|████████████████████████████▌ | 1561/1913 [01:47<00:20, 16.84ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 79%|███████████████████████████▋ | 1510/1913 [01:47<00:29, 13.64ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 81%|████████████████████████████▎ | 1549/1913 [01:47<00:25, 14.00ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#3: 81%|████████████████████████████▍ | 1552/1914 [01:47<00:29, 12.18ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 82%|████████████████████████████▌ | 1562/1914 [01:48<00:30, 11.37ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 81%|████████████████████████████▍ | 1558/1914 [01:48<00:21, 16.75ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 84%|█████████████████████████████▌ | 1615/1914 [01:47<00:17, 17.12ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 82%|████████████████████████████▌ | 1564/1913 [01:47<00:19, 18.07ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#8: 82%|████████████████████████████▋ | 1567/1913 [01:47<00:24, 13.87ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 81%|████████████████████████████▍ | 1553/1913 [01:47<00:21, 16.45ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#7: 79%|███████████████████████████▋ | 1512/1913 [01:47<00:32, 12.25ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 82%|████████████████████████████▋ | 1567/1913 [01:47<00:16, 20.44ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#5: 85%|█████████████████████████████▌ | 1618/1914 [01:48<00:16, 18.13ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 82%|████████████████████████████▋ | 1566/1914 [01:48<00:26, 13.26ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 81%|████████████████████████████▍ | 1557/1913 [01:48<00:17, 19.82ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 82%|████████████████████████████▌ | 1560/1914 [01:48<00:24, 14.19ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#5: 85%|█████████████████████████████▋ | 1622/1914 [01:48<00:13, 21.94ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 82%|████████████████████████████▋ | 1570/1914 [01:48<00:20, 16.93ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#7: 79%|███████████████████████████▋ | 1516/1913 [01:48<00:26, 15.06ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#1: 82%|████████████████████████████▊ | 1573/1914 [01:48<00:18, 18.24ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#0: 82%|████████████████████████████▋ | 1571/1914 [01:49<00:32, 10.39ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#6: 82%|████████████████████████████▊ | 1574/1913 [01:49<00:24, 14.05ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 83%|████████████████████████████▉ | 1582/1914 [01:49<00:27, 12.12ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#0: 82%|████████████████████████████▊ | 1574/1914 [01:49<00:25, 13.50ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#7: 80%|████████████████████████████ | 1534/1913 [01:49<00:22, 16.95ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 79%|███████████████████████████▌ | 1510/1914 [01:49<00:31, 12.69ex/s]\u001b[A\u001b[A\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#1: 83%|█████████████████████████████▏ | 1595/1914 [01:50<00:18, 17.47ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 79%|███████████████████████████▊ | 1520/1914 [01:50<00:19, 20.20ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 83%|█████████████████████████████▏ | 1592/1913 [01:49<00:24, 13.29ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 83%|█████████████████████████████ | 1589/1914 [01:50<00:18, 17.14ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#7: 81%|████████████████████████████▏ | 1543/1913 [01:49<00:21, 16.87ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 83%|█████████████████████████████ | 1586/1913 [01:49<00:30, 10.58ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#0: 83%|█████████████████████████████▏ | 1594/1914 [01:50<00:14, 21.74ex/s]\r\n",
+ "\r\n",
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+ "#6: 83%|█████████████████████████████ | 1589/1913 [01:50<00:23, 14.08ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#8: 83%|█████████████████████████████▏ | 1594/1913 [01:49<00:24, 12.76ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "#9: 83%|█████████████████████████████ | 1589/1913 [01:49<00:23, 13.80ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 84%|█████████████████████████████▎ | 1602/1914 [01:50<00:17, 18.34ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#7: 81%|████████████████████████████▎ | 1546/1913 [01:50<00:24, 15.20ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 83%|█████████████████████████████▏ | 1597/1914 [01:50<00:15, 20.16ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
+ "#8: 84%|█████████████████████████████▏ | 1598/1913 [01:50<00:20, 15.19ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#9: 83%|█████████████████████████████▏ | 1592/1913 [01:50<00:23, 13.95ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#7: 81%|████████████████████████████▎ | 1548/1913 [01:50<00:24, 15.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 80%|███████████████████████████▊ | 1523/1914 [01:50<00:29, 13.10ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#6: 83%|█████████████████████████████▏ | 1593/1913 [01:50<00:21, 14.57ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 84%|█████████████████████████████▍ | 1608/1914 [01:50<00:15, 19.37ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#9: 83%|█████████████████████████████▏ | 1594/1913 [01:50<00:21, 15.02ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#2: 80%|███████████████████████████▉ | 1527/1914 [01:50<00:22, 16.98ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#8: 84%|█████████████████████████████▎ | 1602/1913 [01:50<00:18, 16.53ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#5: 87%|██████████████████████████████▎ | 1660/1914 [01:50<00:13, 18.45ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#7: 81%|████████████████████████████▎ | 1550/1913 [01:50<00:26, 13.77ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#6: 83%|█████████████████████████████▏ | 1596/1913 [01:50<00:21, 15.03ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#9: 83%|█████████████████████████████▏ | 1596/1913 [01:50<00:22, 14.01ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#7: 81%|████████████████████████████▍ | 1552/1913 [01:50<00:25, 13.95ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#8: 84%|█████████████████████████████▎ | 1604/1913 [01:50<00:21, 14.32ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 84%|█████████████████████████████▍ | 1611/1914 [01:50<00:19, 15.65ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#5: 87%|██████████████████████████████▍ | 1662/1914 [01:50<00:16, 15.00ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#9: 84%|█████████████████████████████▏ | 1598/1913 [01:50<00:22, 13.70ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#0: 84%|█████████████████████████████▎ | 1602/1914 [01:51<00:21, 14.62ex/s]\r\n",
+ "\r\n",
+ "\r\n",
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+ "#6: 84%|█████████████████████████████▎ | 1599/1913 [01:50<00:21, 14.49ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#3: 83%|█████████████████████████████▏ | 1594/1914 [01:50<00:22, 14.40ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 80%|███████████████████████████▉ | 1530/1914 [01:51<00:28, 13.37ex/s]\u001b[A\u001b[A\r\n",
+ "#1: 84%|█████████████████████████████▍ | 1613/1914 [01:51<00:18, 15.95ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 84%|█████████████████████████████▎ | 1603/1913 [01:50<00:16, 18.81ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 84%|█████████████████████████████▎ | 1601/1913 [01:50<00:19, 16.33ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#8: 84%|█████████████████████████████▍ | 1608/1913 [01:50<00:19, 15.37ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#7: 81%|████████████████████████████▌ | 1559/1913 [01:50<00:18, 18.75ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#0: 84%|█████████████████████████████▎ | 1605/1914 [01:51<00:22, 13.99ex/s]\r\n",
+ "\r\n",
+ "#2: 80%|████████████████████████████ | 1534/1914 [01:51<00:25, 14.83ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#6: 84%|█████████████████████████████▍ | 1606/1913 [01:51<00:16, 18.57ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#1: 84%|█████████████████████████████▌ | 1615/1914 [01:51<00:20, 14.30ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#9: 84%|█████████████████████████████▎ | 1603/1913 [01:50<00:20, 15.19ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#8: 84%|█████████████████████████████▍ | 1610/1913 [01:50<00:19, 15.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 84%|█████████████████████████████▍ | 1607/1914 [01:51<00:21, 13.96ex/s]\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#6: 84%|█████████████████████████████▍ | 1610/1913 [01:51<00:15, 19.85ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 84%|█████████████████████████████▌ | 1617/1914 [01:51<00:22, 13.09ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#7: 82%|████████████████████████████▌ | 1563/1913 [01:51<00:20, 16.71ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 80%|████████████████████████████ | 1538/1914 [01:51<00:23, 15.97ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#9: 84%|█████████████████████████████▎ | 1605/1913 [01:50<00:23, 13.17ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#0: 84%|█████████████████████████████▍ | 1609/1914 [01:51<00:22, 13.84ex/s]\r\n",
+ "#1: 85%|█████████████████████████████▋ | 1621/1914 [01:51<00:16, 18.14ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#3: 84%|█████████████████████████████▎ | 1602/1914 [01:51<00:23, 13.11ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#7: 82%|████████████████████████████▋ | 1566/1913 [01:51<00:20, 17.09ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 84%|█████████████████████████████▍ | 1607/1913 [01:51<00:23, 13.29ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 85%|█████████████████████████████▌ | 1617/1913 [01:51<00:17, 16.97ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 84%|█████████████████████████████▌ | 1613/1913 [01:51<00:17, 16.79ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#0: 84%|█████████████████████████████▍ | 1611/1914 [01:51<00:24, 12.26ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 82%|████████████████████████████▋ | 1568/1913 [01:51<00:20, 16.71ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 84%|█████████████████████████████▍ | 1610/1913 [01:51<00:19, 15.37ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 84%|█████████████████████████████▎ | 1605/1914 [01:51<00:21, 14.43ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 85%|█████████████████████████████▌ | 1617/1913 [01:51<00:15, 19.62ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 85%|█████████████████████████████▋ | 1621/1913 [01:51<00:16, 18.09ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 84%|█████████████████████████████▌ | 1615/1913 [01:51<00:13, 22.65ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 82%|████████████████████████████▊ | 1572/1913 [01:51<00:17, 19.25ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 84%|█████████████████████████████▌ | 1614/1914 [01:52<00:22, 13.38ex/s]\r\n",
+ "\r\n",
+ "#2: 81%|████████████████████████████▎ | 1547/1914 [01:51<00:22, 16.61ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 85%|█████████████████████████████▋ | 1620/1913 [01:51<00:14, 19.96ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#1: 85%|█████████████████████████████▋ | 1626/1914 [01:52<00:22, 12.97ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 84%|█████████████████████████████▍ | 1607/1914 [01:51<00:25, 11.92ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 85%|█████████████████████████████▋ | 1624/1913 [01:51<00:17, 16.92ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 84%|█████████████████████████████▌ | 1616/1914 [01:52<00:21, 13.59ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 85%|█████████████████████████████▌ | 1618/1913 [01:51<00:15, 18.65ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#4: 83%|█████████████████████████████ | 1591/1914 [01:51<00:21, 15.16ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#7: 82%|████████████████████████████▊ | 1578/1913 [01:51<00:15, 21.68ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#1: 85%|█████████████████████████████▊ | 1629/1914 [01:52<00:19, 14.28ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 84%|█████████████████████████████▍ | 1609/1914 [01:52<00:25, 11.91ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 85%|█████████████████████████████▋ | 1622/1913 [01:51<00:12, 22.52ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 85%|█████████████████████████████▋ | 1626/1913 [01:51<00:18, 15.34ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 85%|█████████████████████████████▋ | 1623/1913 [01:51<00:17, 16.14ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 85%|█████████████████████████████▌ | 1618/1914 [01:52<00:23, 12.41ex/s]\r\n",
+ "\r\n",
+ "#2: 81%|████████████████████████████▎ | 1551/1914 [01:52<00:24, 14.70ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#4: 83%|█████████████████████████████▏ | 1593/1914 [01:52<00:22, 14.17ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 83%|████████████████████████████▉ | 1581/1913 [01:51<00:15, 20.91ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 85%|█████████████████████████████▋ | 1626/1913 [01:52<00:16, 17.92ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 85%|█████████████████████████████▊ | 1631/1914 [01:52<00:22, 12.72ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 84%|█████████████████████████████▍ | 1611/1914 [01:52<00:26, 11.26ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 83%|█████████████████████████████▏ | 1597/1914 [01:52<00:16, 18.67ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 85%|█████████████████████████████▋ | 1621/1914 [01:52<00:21, 13.50ex/s]\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 85%|█████████████████████████████▊ | 1628/1913 [01:52<00:23, 12.38ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 85%|█████████████████████████████▊ | 1633/1914 [01:52<00:20, 13.96ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 83%|████████████████████████████▉ | 1585/1913 [01:52<00:16, 19.62ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 85%|█████████████████████████████▋ | 1625/1913 [01:52<00:18, 15.58ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 85%|█████████████████████████████▊ | 1627/1914 [01:52<00:13, 21.32ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#2: 81%|████████████████████████████▍ | 1555/1914 [01:52<00:27, 13.28ex/s]\u001b[A\u001b[A\r\n",
+ "#1: 85%|█████████████████████████████▉ | 1635/1914 [01:52<00:19, 14.26ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 85%|█████████████████████████████▊ | 1630/1913 [01:52<00:23, 12.18ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 85%|█████████████████████████████▊ | 1630/1914 [01:52<00:12, 22.60ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 84%|█████████████████████████████▎ | 1605/1914 [01:52<00:13, 23.63ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 83%|█████████████████████████████ | 1588/1913 [01:52<00:17, 18.28ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 81%|████████████████████████████▍ | 1557/1914 [01:52<00:24, 14.51ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 85%|█████████████████████████████▊ | 1629/1913 [01:52<00:23, 12.34ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 86%|█████████████████████████████▉ | 1637/1914 [01:52<00:21, 12.79ex/s]\u001b[A\r\n",
+ "\r\n",
+ "#2: 81%|████████████████████████████▌ | 1559/1914 [01:52<00:24, 14.47ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 85%|█████████████████████████████▊ | 1632/1913 [01:52<00:15, 18.49ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 85%|█████████████████████████████▉ | 1635/1914 [01:52<00:11, 25.32ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 88%|██████████████████████████████▉ | 1690/1914 [01:52<00:14, 15.36ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#8: 85%|█████████████████████████████▊ | 1632/1913 [01:52<00:25, 11.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 84%|█████████████████████████████▍ | 1608/1914 [01:52<00:15, 19.41ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 83%|█████████████████████████████ | 1591/1913 [01:52<00:19, 16.70ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 84%|█████████████████████████████▌ | 1615/1914 [01:52<00:31, 9.49ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 86%|█████████████████████████████▉ | 1640/1914 [01:53<00:18, 15.18ex/s]\u001b[A\r\n",
+ "\r\n",
+ "#0: 86%|█████████████████████████████▉ | 1638/1914 [01:53<00:12, 21.43ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 85%|█████████████████████████████▉ | 1634/1913 [01:52<00:26, 10.73ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 85%|█████████████████████████████▊ | 1631/1913 [01:52<00:27, 10.15ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 85%|█████████████████████████████▉ | 1635/1913 [01:52<00:17, 15.46ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 83%|█████████████████████████████▏ | 1593/1913 [01:52<00:21, 14.57ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 86%|██████████████████████████████ | 1641/1914 [01:53<00:11, 22.93ex/s]\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 86%|████████████████████████��████▉ | 1638/1913 [01:52<00:18, 14.87ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#1: 86%|██████████████████████████████ | 1642/1914 [01:53<00:23, 11.35ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 86%|█████████████████████████████▉ | 1637/1913 [01:52<00:19, 14.43ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#4: 84%|█████████████████████████████▍ | 1611/1914 [01:53<00:21, 14.28ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#7: 83%|█████████████████████████████▏ | 1596/1913 [01:52<00:20, 15.42ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 86%|██████████████████████████████ | 1640/1913 [01:53<00:21, 12.81ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 85%|█████████████████████████████▉ | 1633/1913 [01:53<00:32, 8.67ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#3: 85%|█████████████████████████████▋ | 1623/1914 [01:53<00:23, 12.33ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#4: 84%|█████████████████████████████▌ | 1614/1914 [01:53<00:21, 14.02ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#1: 86%|██████████████████████████████ | 1644/1914 [01:53<00:28, 9.44ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 85%|█████████████████████████████▋ | 1625/1914 [01:53<00:22, 12.77ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#0: 86%|██████████████████████████████▏ | 1653/1914 [01:53<00:11, 22.69ex/s]\r\n",
+ "\r\n",
+ "\r\n",
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+ "#4: 84%|█████████████████████████████▌ | 1616/1914 [01:53<00:21, 13.90ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#6: 85%|███████████████���█████████████▉ | 1635/1913 [01:53<00:30, 9.03ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#8: 86%|██████████████████████████████ | 1643/1913 [01:53<00:21, 12.78ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#9: 86%|██████████████████████████████ | 1643/1913 [01:53<00:18, 14.26ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 86%|██████████████████████████████ | 1646/1914 [01:53<00:27, 9.69ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#7: 84%|█████████████████████████████▎ | 1603/1913 [01:53<00:21, 14.42ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 85%|█████████████████████████████▌ | 1618/1914 [01:53<00:20, 14.21ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#5: 89%|███████████████████████████████ | 1702/1914 [01:53<00:15, 13.73ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 86%|██████████████████████████████ | 1646/1913 [01:53<00:17, 15.24ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 84%|█████████████████████████████▍ | 1606/1913 [01:53<00:20, 15.24ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#1: 86%|██████████████████████████████▏ | 1649/1914 [01:53<00:22, 11.71ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "#4: 85%|█████████████████████████████▋ | 1622/1914 [01:53<00:17, 17.15ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 85%|█████████████████████████████▊ | 1632/1914 [01:53<00:16, 17.49ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#6: 86%|█████████████████████████████▉ | 1637/1913 [01:53<00:34, 7.93ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#0: 87%|██████████████████████████████▎ | 1659/1914 [01:54<00:13, 18.72ex/s]\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#5: 89%|███████████████████████████████▏ | 1704/1914 [01:53<00:15, 13.71ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 85%|█████████████████████████████▋ | 1625/1914 [01:53<00:15, 18.98ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 86%|██████████████████████████████▏ | 1651/1914 [01:54<00:21, 12.15ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#6: 86%|█████████████████████████████▉ | 1638/1913 [01:53<00:34, 7.92ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#5: 89%|███████████████████████████████▏ | 1706/1914 [01:54<00:15, 13.47ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 83%|████████████████████████████▉ | 1585/1914 [01:54<00:20, 15.81ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#7: 84%|█████████████████████████████▌ | 1614/1913 [01:53<00:15, 19.91ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#8: 86%|██████████████████████████████▏ | 1650/1913 [01:53<00:20, 13.10ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 86%|██████████████████████████████▏ | 1653/1914 [01:54<00:22, 11.74ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#0: 87%|██████████████████████████████▍ | 1662/1914 [01:54<00:14, 17.25ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 85%|█████████████████████████████▉ | 1634/1914 [01:54<00:21, 13.00ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#4: 85%|█████████████████████████████▊ | 1628/1914 [01:54<00:16, 17.15ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#0: 87%|██████████████████████████████▍ | 1665/1914 [01:54<00:12, 19.51ex/s]\r\n",
+ "#1: 87%|██████████████████████████████▎ | 1658/1914 [01:54<00:13, 18.37ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#6: 86%|██████████████████████████████ | 1644/1913 [01:54<00:19, 14.02ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#7: 85%|█████████████████████████████▌ | 1617/1913 [01:54<00:15, 19.67ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#8: 86%|██████████████████████████████▎ | 1654/1913 [01:53<00:16, 16.01ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#5: 89%|███████████████████████████████▎ | 1713/1914 [01:54<00:09, 21.66ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#9: 87%|██████████████████████████████▎ | 1655/1913 [01:53<00:14, 17.75ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 85%|█████████████████████████████▉ | 1636/1914 [01:54<00:23, 11.82ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#8: 87%|██████████████████████████████▎ | 1657/1913 [01:54<00:14, 18.03ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#6: 86%|██████████████████████████████ | 1646/1913 [01:54<00:20, 13.25ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#9: 87%|██████████████████████████████▎ | 1659/1913 [01:54<00:11, 22.33ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#4: 85%|█████████████████████████████▊ | 1631/1914 [01:54<00:19, 14.30ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#0: 87%|██████████████████████████████▌ | 1668/1914 [01:54<00:15, 15.78ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 86%|█████████████████████████████▉ | 1638/1914 [01:54<00:23, 11.56ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 85%|█████████████████████████████▋ | 1621/1913 [01:54<00:16, 17.86ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 86%|██████████████████████████████▏ | 1649/1913 [01:54<00:16, 15.66ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 83%|█████████████████████████████▏ | 1594/1914 [01:54<00:18, 17.26ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 85%|█████████████████████████████▊ | 1633/1914 [01:54<00:19, 14.47ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 87%|██████████████████████████████▌ | 1672/1914 [01:54<00:12, 19.97ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 87%|██████████████████████████████▎ | 1659/1913 [01:54<00:17, 14.82ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 86%|██████████████████████████████▏ | 1652/1913 [01:54<00:14, 18.51ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 87%|██████████████████████████████▍ | 1662/1913 [01:54<00:14, 17.75ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 86%|█████████████████████████████▉ | 1640/1914 [01:54<00:23, 11.82ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 85%|█████████████████████████████▉ | 1635/1914 [01:54<00:18, 14.98ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 90%|███████████████████████████████▍ | 1720/1914 [01:54<00:10, 18.52ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 85%|█████████████████████████████▋ | 1623/1913 [01:54<00:17, 16.15ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 83%|█████████████████████████████▏ | 1596/1914 [01:54<00:19, 16.27ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 88%|██████████████████████████████▋ | 1675/1914 [01:54<00:12, 19.77ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 87%|██████████████████████████████▍ | 1662/1913 [01:54<00:15, 15.93ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "#4: 86%|█████████████████████████████▉ | 1639/1914 [01:54<00:14, 18.57ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 84%|█████████████████████████████▎ | 1601/1914 [01:54<00:14, 21.92ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 90%|███████████████████████████████▌ | 1724/1914 [01:54<00:09, 19.78ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 87%|██████████████████████████████▍ | 1663/1914 [01:55<00:22, 11.01ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 87%|██████████████████████████████▍ | 1664/1913 [01:54<00:15, 15.57ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 87%|██████████████████████████████▎ | 1659/1913 [01:54<00:12, 20.53ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 85%|█████████████████████████████▋ | 1625/1913 [01:54<00:22, 13.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 87%|██████████████████████████████▍ | 1665/1913 [01:54<00:16, 14.72ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 86%|██████████████████████████████ | 1641/1914 [01:55<00:15, 17.37ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 88%|██████████████████████████████▋ | 1678/1914 [01:55<00:15, 15.69ex/s]\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 87%|██████████████████████████████▌ | 1669/1913 [01:54<00:13, 18.68ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 84%|█████████████████████████████▎ | 1604/1914 [01:55<00:17, 17.69ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 85%|█████████████████████████████▊ | 1629/1913 [01:54<00:17, 16.53ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 87%|████████████████████████████���█▍ | 1662/1913 [01:54<00:12, 20.77ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 86%|██████████████████████████████ | 1643/1914 [01:55<00:16, 16.75ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 90%|███████████████████████████████▌ | 1727/1914 [01:55<00:11, 16.09ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 86%|██████████████████████████████▏ | 1652/1914 [01:55<00:12, 20.90ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 87%|██████████████████████████████▍ | 1666/1913 [01:54<00:21, 11.34ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 88%|██████████████████████████████▋ | 1680/1914 [01:55<00:16, 14.03ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 90%|███████████████████████████████▋ | 1730/1914 [01:55<00:09, 18.41ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 87%|██████████████████████████████▍ | 1665/1914 [01:55<00:28, 8.69ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 87%|██████████████████████████████▍ | 1665/1913 [01:55<00:14, 17.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 87%|██████████████████████████████▌ | 1672/1913 [01:55<00:16, 15.00ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 84%|█████████████████████████████▎ | 1606/1914 [01:55<00:23, 13.16ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 87%|██████████████████████████████▌ | 1668/1913 [01:55<00:21, 11.64ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 87%|██████████████████████████████▎ | 1656/1914 [01:55<00:13, 19.19ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 88%|██████████████████████████████▊ | 1684/1914 [01:55<00:14, 16.28ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 85%|█████████████████████████████▉ | 1633/1913 [01:55<00:20, 13.95ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 87%|██████████████████████████████▌ | 1669/1914 [01:55<00:21, 11.53ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 87%|██████████████████████████████▍ | 1667/1913 [01:55<00:16, 14.96ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 87%|██████████████████████████████▌ | 1670/1913 [01:55<00:20, 12.10ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 86%|██████████████████████████████▏ | 1649/1914 [01:55<00:18, 14.52ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 87%|██████████████████████████████▎ | 1659/1914 [01:55<00:13, 18.90ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 88%|██████████████████████████████▊ | 1686/1914 [01:55<00:14, 15.57ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 91%|███████████████████████████████▊ | 1737/1914 [01:55<00:08, 19.68ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 88%|██████████████████████████████▋ | 1675/1913 [01:55<00:16, 14.39ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 87%|██████████████████████████████▌ | 1671/1914 [01:55<00:20, 11.78ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 85%|█████████████████████████████▉ | 1635/1913 [01:55<00:20, 13.28ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 86%|██████████████████████████████▏ | 1653/1914 [01:55<00:13, 19.17ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 87%|██████████████████████████████▌ | 1669/1913 [01:55<00:17, 13.83ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 86%|█████████████████████████████▉ | 1639/1913 [01:55<00:15, 17.86ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 87%|██████████████████████████████▌ | 1673/1914 [01:55<00:19, 12.59ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 88%|██████████████████████████████▋ | 1678/1913 [01:55<00:14, 15.84ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 88%|██████████████████████████████▊ | 1688/1914 [01:55<00:16, 14.00ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 87%|██████████████████████████████▌ | 1673/1913 [01:55<00:19, 12.23ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 84%|█████████████████████████████▍ | 1612/1914 [01:55<00:22, 13.59ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 91%|███████████████████████████████▊ | 1740/1914 [01:55<00:09, 18.15ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 88%|██████████████████████████████▋ | 1680/1913 [01:55<00:14, 16.16ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 88%|██████████████████████████████▋ | 1675/1914 [01:56<00:18, 13.22ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 87%|██████████████████████████████▌ | 1671/1913 [01:55<00:18, 13.02ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 88%|██████████████████████████████▋ | 1675/1913 [01:55<00:18, 13.11ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 87%|██████████████████████████████▍ | 1665/1914 [01:56<00:13, 17.89ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#5: 91%|███████████████████████████████▊ | 1742/1914 [01:55<00:09, 17.47ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 88%|██████████████████████████████▉ | 1690/1914 [01:56<00:17, 12.46ex/s]\r\n",
+ "\r\n",
+ "#2: 84%|█████████████████████████████▌ | 1614/1914 [01:56<00:24, 12.22ex/s]\u001b[A\u001b[A\r\n",
+ "#1: 88%|██████████████████████████████▋ | 1677/1914 [01:56<00:17, 13.50ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 87%|██████████████████████████████▌ | 1673/1913 [01:55<00:17, 13.75ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 88%|██████████████████████████████▊ | 1683/1913 [01:55<00:13, 16.84ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "#0: 89%|██████████████████████████████▉ | 1694/1914 [01:56<00:13, 16.81ex/s]\r\n",
+ "\r\n",
+ "#2: 84%|█████████████████████████████▌ | 1617/1914 [01:56<00:20, 14.78ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 88%|██████████████████████████████▊ | 1687/1913 [01:55<00:10, 21.27ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#6: 88%|██████████████████████████████▋ | 1675/1913 [01:56<00:18, 12.70ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 88%|██████████████████████████████▋ | 1680/1913 [01:55<00:16, 14.13ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#0: 89%|███████████████████████████████ | 1696/1914 [01:56<00:14, 14.60ex/s]\r\n",
+ "\r\n",
+ "#2: 85%|█████████████████████████████▌ | 1619/1914 [01:56<00:21, 13.44ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 88%|██████████████████████████████▊ | 1682/1913 [01:56<00:15, 14.69ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 88%|██████████████████████████████▋ | 1677/1913 [01:56<00:19, 12.15ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 88%|██████████████████████████████▉ | 1690/1913 [01:56<00:13, 16.55ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#7: 86%|██████████████████████████████▏ | 1649/1913 [01:56<00:17, 14.86ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#4: 87%|██████████████████████████████▍ | 1662/1914 [01:56<00:18, 13.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 85%|█████████████████████████████▋ | 1623/1914 [01:56<00:17, 16.61ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 89%|███████████████████████████████ | 1698/1914 [01:56<00:15, 13.56ex/s]\r\n",
+ "#1: 88%|██████████████████████████████▊ | 1682/1914 [01:56<00:20, 11.33ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 88%|██████████████████████████████▊ | 1686/1913 [01:56<00:13, 16.75ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#7: 86%|██████████████████████████████▏ | 1651/1913 [01:56<00:17, 15.25ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "#4: 87%|██████████████████████████████▍ | 1666/1914 [01:56<00:14, 17.30ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 85%|█████████████████████████████▋ | 1626/1914 [01:56<00:16, 17.79ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 88%|██████████████████████████████▊ | 1681/1913 [01:56<00:16, 14.05ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "#5: 92%|████████████████████████████████ | 1753/1914 [01:56<00:10, 15.93ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 88%|██████████████████████████████▉ | 1693/1913 [01:56<00:14, 14.72ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#0: 89%|███████████████████████████████ | 1700/1914 [01:56<00:17, 12.03ex/s]\r\n",
+ "#1: 88%|██████████████████████████████▊ | 1685/1914 [01:56<00:18, 12.39ex/s]\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#7: 86%|██████████████████████████████▏ | 1653/1913 [01:56<00:19, 13.00ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 87%|█████████████████████���████████▌ | 1668/1914 [01:56<00:15, 15.46ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 88%|██████████████████████████████▊ | 1683/1913 [01:56<00:16, 13.86ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#9: 89%|███████████████████████████████ | 1695/1913 [01:56<00:14, 15.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#5: 92%|████████████████████████████████ | 1755/1914 [01:56<00:11, 13.93ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 85%|█████████████████████████████▊ | 1629/1914 [01:56<00:17, 16.58ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 89%|███████████████████████████████▏ | 1703/1914 [01:57<00:14, 14.10ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
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+ "#7: 87%|██████████████████████████████▎ | 1656/1913 [01:56<00:16, 15.97ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 88%|██████████████████████████████▊ | 1687/1914 [01:57<00:19, 11.76ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#5: 92%|████████████████████████████████▏ | 1758/1914 [01:56<00:09, 16.65ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#8: 89%|██████████████████████████████▉ | 1694/1913 [01:56<00:12, 17.59ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 88%|██████████████████████████████▊ | 1682/1914 [01:57<00:11, 19.54ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 88%|██████████████████████████████▊ | 1685/1913 [01:56<00:17, 12.87ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 85%|█████████████████████████████▊ | 1631/1914 [01:57<00:17, 15.98ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 87%|██████████████████████████████▎ | 1660/1913 [01:56<00:12, 20.38ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 89%|███████████████████████████████▏ | 1705/1914 [01:57<00:15, 13.89ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 87%|██████████████████████████████▌ | 1671/1914 [01:57<00:17, 13.99ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "#5: 92%|████████████████████████████████▏ | 1761/1914 [01:56<00:07, 19.33ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 88%|██████████████████████████████▉ | 1689/1914 [01:57<00:18, 12.45ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 89%|███████████████████████████████ | 1701/1913 [01:56<00:12, 16.70ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 87%|██████████████████████████████▌ | 1673/1914 [01:57<00:16, 14.38ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 85%|█████████████████████████████▉ | 1634/1914 [01:57<00:17, 15.88ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 88%|██████████████████████████████▊ | 1685/1914 [01:57<00:13, 17.04ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#7: 87%|██████████████████████████████▍ | 1663/1913 [01:56<00:13, 18.27ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
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+ "#6: 88%|██████████████████████████████▊ | 1687/1913 [01:57<00:19, 11.46ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 89%|███████████████████████████████▏ | 1707/1914 [01:57<00:16, 12.44ex/s]\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#8: 89%|███████████████████████████████ | 1696/1913 [01:56<00:16, 13.11ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 88%|██████████████████████████████▉ | 1693/1914 [01:57<00:14, 15.26ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#4: 88%|██████████████████████████████▋ | 1676/1914 [01:57<00:14, 16.14ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 85%|█████████████████████████████▉ | 1636/1914 [01:57<00:17, 15.59ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
+ "#0: 89%|███████████████████████████████▎ | 1710/1914 [01:57<00:13, 14.76ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 87%|██████████████████████████████▍ | 1666/1913 [01:57<00:14, 17.17ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 88%|██████████████████████████████▊ | 1687/1914 [01:57<00:15, 14.25ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 89%|██████████████████████████████▉ | 1695/1914 [01:57<00:15, 14.24ex/s]\u001b[A\r\n",
+ "\r\n",
+ "#2: 86%|█████████████████████████████▉ | 1638/1914 [01:57<00:17, 15.75ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 92%|████████████████████████████████▎ | 1764/1914 [01:57<00:11, 13.22ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 88%|██████████████████████████████▉ | 1689/1913 [01:57<00:21, 10.41ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 89%|███████████████████████████████▏ | 1708/1913 [01:57<00:11, 17.57ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 88%|██████████████████████████████▋ | 1678/1914 [01:57<00:17, 13.32ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 88%|██████████████████████████████▉ | 1689/1914 [01:57<00:15, 14.78ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 92%|████████████████████████████████▎ | 1766/1914 [01:57<00:10, 13.70ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 87%|██████████████████████████████▌ | 1668/1913 [01:57<00:15, 15.58ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 89%|█��█████████████████████████████▎ | 1713/1914 [01:57<00:13, 14.60ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 89%|███████████████████████████████ | 1698/1913 [01:57<00:21, 10.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 89%|███████████████████████████████ | 1697/1914 [01:57<00:16, 13.27ex/s]\u001b[A\r\n",
+ "\r\n",
+ "#2: 86%|██████████████████████████████ | 1641/1914 [01:57<00:17, 16.05ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "#4: 88%|██████████████████████████████▊ | 1682/1914 [01:57<00:12, 18.09ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 89%|███████████████████████████████ | 1695/1913 [01:57<00:13, 16.50ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 89%|███████████████████████████████▎ | 1710/1913 [01:57<00:13, 15.59ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 92%|████████████████████████████████▎ | 1768/1914 [01:57<00:10, 13.76ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 88%|██████████████████████████████▉ | 1691/1914 [01:57<00:16, 13.57ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 90%|███████████████████████████████▎ | 1715/1914 [01:57<00:15, 13.08ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 88%|██████████████████████████████▊ | 1685/1914 [01:57<00:12, 18.91ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 89%|███████████████████████████████ | 1699/1914 [01:57<00:16, 12.68ex/s]\u001b[A\r\n",
+ "\r\n",
+ "#2: 86%|██████████████████████████████ | 1643/1914 [01:57<00:19, 13.86ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 92%|████████████████████████████████▎ | 1770/1914 [01:57<00:10, 13.46ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 89%|███████████████████████████████ | 1698/1913 [01:57<00:13, 15.87ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 89%|██████████████████████████████▉ | 1694/1914 [01:57<00:15, 14.54ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 89%|███████████████████████████████ | 1702/1914 [01:58<00:13, 15.52ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 89%|███████████████████████████████ | 1700/1913 [01:57<00:23, 8.95ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 88%|██████████████████████████████▉ | 1689/1914 [01:57<00:10, 22.10ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 90%|███████████████████████████████▍ | 1716/1913 [01:57<00:10, 19.11ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 90%|███████████████████████████████▍ | 1718/1914 [01:58<00:14, 13.47ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 93%|████████████████████████████████▍ | 1773/1914 [01:57<00:09, 15.08ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 89%|███████████████████████████████ | 1696/1914 [01:58<00:14, 14.70ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 89%|███████████████████████████████ | 1700/1913 [01:57<00:14, 14.72ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 89%|███████████████████████████████▏ | 1704/1914 [01:58<00:14, 14.37ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 89%|███████████████████████████████▏ | 1702/1913 [01:57<00:23, 9.08ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 93%|████████████████████████████████▍ | 1776/1914 [01:58<00:07, 17.87ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 90%|███████████████████████████████▍ | 1719/1913 [01:57<00:11, 17.55ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 86%|██████████████████████████████ | 1645/1914 [01:58<00:25, 10.38ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 89%|███████████████████████████████ | 1698/1914 [01:58<00:14, 15.04ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 88%|██████████████████████████████▉ | 1692/1914 [01:58<00:12, 17.81ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 88%|██████████████████████████████▋ | 1675/1913 [01:57<00:19, 12.36ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 89%|███████████████████████████████▏ | 1707/1914 [01:58<00:12, 17.19ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 90%|███████████████████████████████▍ | 1720/1914 [01:58<00:17, 11.33ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 90%|███████████████████████████████▍ | 1721/1913 [01:57<00:11, 17.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 88%|██████████████████████████████▋ | 1678/1913 [01:58<00:15, 15.41ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 93%|████████████████████████████████▌ | 1779/1914 [01:58<00:07, 18.49ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 89%|███████████████████████████████▏ | 1705/1913 [01:58<00:19, 10.41ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 89%|██████████████████████████████▉ | 1695/1914 [01:58<00:12, 17.18ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 89%|███████████████████████████████ | 1701/1914 [01:58<00:14, 14.94ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 88%|██████████████████████████████▋ | 1680/1913 [01:58<00:15, 15.51ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 93%|████████████████████████████████▌ | 1781/1914 [01:58<00:07, 16.89ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 89%|███████████████████████████████▎ | 1711/1914 [01:58<00:12, 16.68ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 89%|███████████████████████████████▏ | 1704/1913 [01:58<00:17, 12.29ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 90%|███████████████████████████████▌ | 1724/1913 [01:58<00:10, 17.41ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 90%|███████████████████████████████▌ | 1723/1914 [01:58<00:16, 11.77ex/s]\r\n",
+ "\r\n",
+ "#2: 86%|██████████████████████████████ | 1647/1914 [01:58<00:31, 8.56ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 89%|███████████████████████████████ | 1698/1914 [01:58<00:12, 17.43ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 90%|███████████████████████████████▌ | 1727/1913 [01:58<00:09, 19.82ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 90%|███████████████████████████████▎ | 1714/1914 [01:58<00:10, 19.05ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 89%|███████████████████████████████▏ | 1707/1913 [01:58<00:20, 10.12ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 89%|███████████████████████████████▏ | 1706/1913 [01:58<00:15, 13.21ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 90%|███████████████████████████████▌ | 1725/1914 [01:58<00:15, 12.38ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 90%|███████████████████████████████▋ | 1731/1913 [01:58<00:07, 23.92ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 89%|███████████████████████████████▏ | 1708/1914 [01:58<00:11, 18.49ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 89%|███████████████████████████████▏ | 1708/1913 [01:58<00:15, 12.96ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 89%|███████████████████████████████ | 1701/1914 [01:58<00:13, 16.37ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 90%|███████████████████████████████▌ | 1727/1914 [01:58<00:14, 13.06ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 89%|███████████████████████████████▎ | 1709/1913 [01:58<00:20, 9.86ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 90%|███████████████████████████████▍ | 1717/1914 [01:58<00:11, 16.97ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 93%|████████████████████████████████▌ | 1783/1914 [01:58<00:11, 11.41ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 89%|███████████████████████████████▎ | 1711/1914 [01:58<00:11, 17.49ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 88%|██████████████████████████████▊ | 1684/1913 [01:58<00:21, 10.85ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 93%|████████████████████████████████▋ | 1786/1914 [01:58<00:09, 14.17ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 86%|██████████████████████████████▏ | 1653/1914 [01:59<00:23, 11.32ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 89%|███████████████████████████████▎ | 1711/1913 [01:58<00:18, 11.15ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 90%|███████████████████████████████▌ | 1729/1914 [01:59<00:13, 13.67ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 89%|███████████████████████████████▏ | 1704/1914 [01:58<00:13, 15.57ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 90%|███████████████████████████████▎ | 1714/1914 [01:59<00:10, 19.28ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 89%|███████████████████████████████▎ | 1711/1913 [01:58<00:16, 12.50ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 90%|███████████████████████████████▋ | 1731/1914 [01:59<00:14, 12.53ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 91%|███████████████████████████████▊ | 1737/1913 [01:58<00:10, 16.42ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 86%|██████████████████████████████▎ | 1655/1914 [01:59<00:25, 10.12ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 90%|███████████████████████████████▎ | 1713/1913 [01:58<00:20, 9.67ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 88%|██████████████████████████████▊ | 1686/1913 [01:58<00:24, 9.08ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 90%|███████████████████████████████▍ | 1721/1914 [01:59<00:14, 13.01ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 91%|███████████████████████████████▊ | 1737/1914 [01:59<00:09, 18.51ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 91%|███████████████████████████████▊ | 1740/1913 [01:58<00:09, 17.73ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
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+ "\r\n",
+ "#5: 93%|████████████████████████████████▋ | 1788/1914 [01:59<00:12, 9.73ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 89%|███████████████████████████████▏ | 1707/1914 [01:59<00:16, 12.65ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 90%|███████████████████████████████▍ | 1715/1913 [01:58<00:18, 10.96ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 90%|███████████████████████████████▌ | 1725/1914 [01:59<00:10, 17.47ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 90%|███████████████████████████████▍ | 1717/1914 [01:59<00:14, 13.90ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 88%|██████████████████████████████▉ | 1690/1913 [01:59<00:17, 13.11ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 87%|██████████████████████████████▎ | 1659/1914 [01:59<00:20, 12.44ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 90%|███████████████████████████████▍ | 1716/1913 [01:59<00:15, 12.87ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 90%|███████████████████████████████▍ | 1719/1913 [01:59<00:12, 15.97ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 91%|███████████████████████████████▊ | 1742/1913 [01:59<00:09, 17.28ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 94%|████████████████████████████████▊ | 1793/1914 [01:59<00:07, 15.14ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 91%|███████████████████████████████▊ | 1739/1914 [01:59<00:10, 16.65ex/s]\r\n",
+ "#1: 90%|███████████████████████████████▌ | 1729/1914 [01:59<00:09, 18.51ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 88%|██████████████████████████████▉ | 1693/1913 [01:59<00:15, 14.08ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 89%|███████████████████████████████▎ | 1712/1914 [01:59<00:13, 14.98ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 87%|██████████████████████████████▍ | 1662/1914 [01:59<00:18, 13.55ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 91%|███████████████████████████████▉ | 1744/1913 [01:59<00:10, 15.80ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 90%|███████████████████████████████▍ | 1721/1913 [01:59<00:13, 14.10ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 90%|███████████████████████████████▌ | 1723/1914 [01:59<00:12, 15.90ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 90%|███████████████████████████████▍ | 1718/1913 [01:59<00:17, 10.95ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 91%|███████████████████████████████▊ | 1742/1914 [01:59<00:10, 15.88ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 89%|███████████████████████████████ | 1695/1913 [01:59<00:16, 13.46ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 91%|███████████████████████████████▉ | 1746/1913 [01:59<00:10, 16.00ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 90%|███████████████████████████████▍ | 1717/1914 [01:59<00:10, 18.00ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 94%|████████████████████████████████▊ | 1796/1914 [01:59<00:09, 13.02ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 90%|███████████████████████████████▌ | 1723/1913 [01:59<00:13, 13.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 91%|███████████████████████████████▋ | 1734/1914 [01:59<00:09, 19.13ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 90%|███████████████████████████████▍ | 1721/1913 [01:59<00:14, 13.28ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 89%|███████████████████████████████ | 1699/1913 [01:59<00:11, 18.01ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 90%|███████████████████████████████▌ | 1726/1914 [01:59<00:11, 15.79ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 94%|████████████████████████████████▉ | 1799/1914 [01:59<00:07, 15.08ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 91%|███████████████████████████████▉ | 1744/1914 [02:00<00:12, 13.30ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 90%|███████████████████████████████▍ | 1722/1914 [01:59<00:09, 20.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 89%|███████████████████████████████▏ | 1702/1913 [01:59<00:11, 18.79ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 91%|███████████████████████████████▊ | 1737/1914 [02:00<00:09, 18.11ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 90%|███████████████████████████████▌ | 1725/1913 [01:59<00:15, 11.90ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 90%|███████████████████████████████▌ | 1728/1914 [02:00<00:12, 14.95ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 90%|███████████████████████████████▌ | 1725/1914 [02:00<00:08, 21.15ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 90%|███████████████████████████████▌ | 1723/1913 [01:59<00:16, 11.35ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 94%|████████████████████████████████▉ | 1801/1914 [01:59<00:08, 13.82ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 87%|██████████████████████████████▌ | 1669/1914 [02:00<00:19, 12.26ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 90%|███████████████████████████████▌ | 1727/1913 [01:59<00:14, 12.96ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 91%|███████████████████████████████▉ | 1747/1914 [02:00<00:12, 13.43ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 90%|███████████████████████████████▋ | 1732/1914 [02:00<00:09, 19.12ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 92%|████████████████████████████████ | 1754/1913 [01:59<00:08, 17.92ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 94%|████████████████████████████████▉ | 1803/1914 [02:00<00:07, 14.65ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 90%|███████████████████████████████▌ | 1728/1914 [02:00<00:08, 21.59ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 90%|███████████████████████████████▌ | 1725/1913 [02:00<00:16, 11.74ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 90%|███████████████████████████████▋ | 1730/1913 [01:59<00:11, 16.36ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 91%|███████████████████████████████▉ | 1749/1914 [02:00<00:12, 13.65ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 91%|███████████████████████████████▋ | 1735/1914 [02:00<00:09, 19.05ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 87%|██████████████████████████████▌ | 1671/1914 [02:00<00:20, 11.69ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 92%|████████████████████████████████▏ | 1756/1913 [01:59<00:09, 15.74ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 94%|█████████████████████████████████ | 1807/1914 [02:00<00:06, 16.63ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 91%|███████████████████████████████▊ | 1738/1914 [02:00<00:08, 21.23ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 91%|███████████████████████████████▉ | 1745/1914 [02:00<00:09, 18.67ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 89%|███████████████████████████████▏ | 1707/1913 [02:00<00:15, 13.56ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 90%|███████████████████████████████▌ | 1728/1913 [02:00<00:14, 12.53ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 91%|████████████████████████████████ | 1751/1914 [02:00<00:12, 13.53ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 92%|████████████████████████████████▏ | 1759/1913 [02:00<00:08, 17.73ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 91%|███████████████████████████████▋ | 1733/1913 [02:00<00:12, 14.35ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 91%|███████████████████████████████▉ | 1748/1914 [02:00<00:08, 20.46ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 90%|███████████████████████████████▋ | 1731/1914 [02:00<00:11, 15.76ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 89%|███████████████████████████████▎ | 1709/1913 [02:00<00:14, 13.98ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 88%|██████████████████████████████▋ | 1678/1914 [02:00<00:14, 16.60ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 91%|███████████████████████████████▋ | 1735/1914 [02:00<00:09, 19.64ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 92%|████████████████████████████████ | 1752/1914 [02:00<00:07, 23.08ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 92%|████████████████████████████████▏ | 1761/1913 [02:00<00:09, 15.77ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 91%|███████████████████████████████▊ | 1736/1913 [02:00<00:11, 15.59ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 91%|███████████████████████████████▊ | 1742/1914 [02:00<00:09, 18.91ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 92%|████████████████████████████████ | 1756/1914 [02:00<00:09, 16.26ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 90%|███████████████████████████████▎ | 1713/1913 [02:00<00:10, 18.20ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 90%|███████████████████████████████▋ | 1730/1913 [02:00<00:17, 10.56ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 92%|████████████████████████████████▏ | 1760/1914 [02:00<00:07, 20.49ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 91%|███████████████████████████████▊ | 1740/1914 [02:00<00:07, 23.76ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 90%|███████████████████████████████▍ | 1717/1913 [02:00<00:08, 22.35ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 91%|███████████████████████████████▊ | 1739/1913 [02:00<00:10, 16.94ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 95%|█████████████████████████████████▏ | 1813/1914 [02:00<00:06, 15.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 92%|████████████████████████████████▎ | 1765/1913 [02:00<00:08, 17.66ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 88%|██████████████████████████████▋ | 1681/1914 [02:00<00:15, 14.97ex/s]\u001b[A\u001b[A\r\n",
+ "#1: 92%|████████████████████████████████ | 1755/1914 [02:00<00:08, 19.77ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 90%|███████████████████████████████▍ | 1720/1913 [02:00<00:08, 23.77ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 91%|███████���███████████████████████▊ | 1741/1913 [02:00<00:10, 17.02ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 92%|████████████████████████████████▎ | 1767/1913 [02:00<00:08, 18.05ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 91%|███████████████████████████████▋ | 1732/1913 [02:00<00:18, 9.65ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 95%|█████████████████████████████████▏ | 1815/1914 [02:00<00:06, 14.61ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 88%|██████████████████████████████▊ | 1684/1914 [02:01<00:14, 16.07ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 91%|███████████████████████████████▉ | 1744/1914 [02:00<00:07, 21.47ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 91%|███████████████████████████████▉ | 1748/1914 [02:01<00:10, 16.18ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 92%|████████████████████████████████▏ | 1763/1914 [02:01<00:09, 15.98ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 95%|█████████████████████████████████▏ | 1817/1914 [02:00<00:06, 14.97ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 91%|███████████████████████████████▉ | 1744/1913 [02:00<00:10, 16.16ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 90%|███████████████████████████████▌ | 1723/1913 [02:00<00:09, 19.93ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 88%|██████████████████████████████▉ | 1689/1914 [02:01<00:10, 21.77ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 92%|████████████████████████████████▎ | 1766/1914 [02:01<00:08, 17.81ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 91%|███████████████████████████████▋ | 1735/1913 [02:01<00:16, 10.59ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 93%|████████████████████████████████▍ | 1771/1913 [02:00<00:09, 15.36ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 95%|█████████████████████████████████▎ | 1819/1914 [02:01<00:06, 14.96ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 91%|███████████████████████████████▉ | 1747/1914 [02:01<00:09, 18.14ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 91%|███████████████████████████████▉ | 1746/1913 [02:00<00:10, 15.35ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 88%|██████████████████████████████▉ | 1692/1914 [02:01<00:11, 19.07ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 90%|█████████████████████████████���█▌ | 1726/1913 [02:01<00:10, 17.41ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 92%|████████████████████████████████ | 1755/1914 [02:01<00:08, 19.23ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 91%|███████████████████████████████▊ | 1737/1913 [02:01<00:16, 10.79ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 92%|████████████████████████████████▏ | 1758/1914 [02:01<00:13, 11.96ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 92%|████████████████████████████████ | 1751/1913 [02:01<00:07, 21.21ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 91%|████████████████████████████████ | 1750/1914 [02:01<00:09, 17.58ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 95%|█████████████████████████████████▎ | 1823/1914 [02:01<00:05, 16.69ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 91%|███████████████████████████████▊ | 1742/1913 [02:01<00:10, 17.09ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 92%|████████████████████████████████▎ | 1769/1914 [02:01<00:10, 14.08ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 92%|████████████████████████████████ | 1754/1913 [02:01<00:07, 21.57ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 93%|████████████████████████████████▍ | 1773/1913 [02:01<00:12, 11.10ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 89%|██████████████████████████████▉ | 1695/1914 [02:01<00:13, 16.61ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 92%|████████████████████████████████ | 1754/1914 [02:01<00:07, 20.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 92%|████████████████████████████████▏ | 1761/1914 [02:01<00:12, 12.54ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 92%|████████████████████████████████▏ | 1758/1914 [02:01<00:09, 17.26ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 95%|█████████████████████████████████▎ | 1825/1914 [02:01<00:05, 15.33ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 93%|████████████████████████████████▍ | 1771/1914 [02:01<00:10, 14.06ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 92%|████████████████████████████████▏ | 1757/1913 [02:01<00:07, 21.48ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 89%|███████████████████████████████ | 1697/1914 [02:01<00:14, 15.36ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 95%|█████████████████████████████████▍ | 1827/1914 [02:01<00:05, 15.38ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 93%|█████████████████████��██████████▍ | 1775/1913 [02:01<00:12, 10.62ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 92%|████████████████████████████████▏ | 1757/1914 [02:01<00:08, 18.50ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 92%|████████████████████████████████▎ | 1765/1914 [02:01<00:10, 14.51ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 92%|████████████████████████████████▏ | 1760/1914 [02:01<00:10, 15.25ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 93%|████████████████████████████████▍ | 1774/1914 [02:01<00:09, 15.11ex/s]\r\n",
+ "\r\n",
+ "#2: 89%|███████████████████████████████ | 1701/1914 [02:01<00:11, 18.56ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 91%|███████████████████████████████▋ | 1734/1913 [02:01<00:11, 15.96ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 96%|█████████████████████████████████▍ | 1829/1914 [02:01<00:05, 14.41ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 91%|███████████████████████████████▉ | 1748/1913 [02:01<00:10, 16.28ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 92%|████████████████████████████████▎ | 1767/1914 [02:02<00:10, 14.14ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 92%|████████████████████████████████▏ | 1762/1914 [02:02<00:11, 13.20ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 96%|█████████████████████████████████▌ | 1834/1914 [02:01<00:03, 21.45ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 92%|████████████████████████████████▏ | 1760/1914 [02:01<00:09, 16.18ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 93%|████████████████████████████████▍ | 1777/1914 [02:02<00:09, 14.29ex/s]\r\n",
+ "\r\n",
+ "#2: 89%|███████████████████████████████▏ | 1705/1914 [02:02<00:10, 19.40ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 93%|████████████████████████████████▌ | 1777/1913 [02:01<00:15, 8.95ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 91%|███████████████████████████████▊ | 1738/1913 [02:01<00:10, 17.14ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 92%|████████████████████████████████ | 1751/1913 [02:01<00:10, 15.76ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 92%|████████████████████████████████▎ | 1770/1914 [02:02<00:09, 14.54ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 92%|████████████████████████████████▏ | 1762/1913 [02:01<00:10, 14.69ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 92%|████████████████████████████████▏ | 1763/1914 [02:02<00:08, 16.89ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 93%|████████████████████████████████▌ | 1779/1914 [02:02<00:10, 13.39ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 92%|████████████████████████████████▎ | 1764/1914 [02:02<00:13, 11.25ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 89%|███████████████████████████████▏ | 1708/1914 [02:02<00:11, 17.57ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 93%|████████████████████████████████▌ | 1781/1913 [02:01<00:11, 11.91ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 96%|█████████████████████████████████▌ | 1837/1914 [02:02<00:05, 15.30ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 92%|████████████████████████████████ | 1755/1913 [02:02<00:09, 16.33ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 92%|████████████████████████████████▎ | 1764/1913 [02:02<00:11, 13.44ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 91%|███████████████████████████████▉ | 1743/1913 [02:02<00:10, 16.74ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 92%|████████████████████████████████▎ | 1766/1914 [02:02<00:09, 15.45ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 93%|████████████████████████████████▌ | 1781/1914 [02:02<00:10, 12.56ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 93%|████████████████████████████████▌ | 1783/1913 [02:02<00:10, 11.91ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 93%|████████████████████████████████▍ | 1775/1914 [02:02<00:09, 14.73ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 91%|███████████████████████████████▉ | 1745/1913 [02:02<00:09, 17.39ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 92%|████████████████████████████████▎ | 1767/1914 [02:02<00:12, 11.81ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 92%|████████████████████████████████▏ | 1758/1913 [02:02<00:09, 17.18ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 96%|█████████████████████████████████▋ | 1840/1914 [02:02<00:04, 14.87ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 93%|████████████████████████████████▌ | 1778/1914 [02:02<00:08, 16.95ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 92%|████████████████████████████████▎ | 1766/1913 [02:02<00:12, 12.17ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 93%|████████████████████████████████▍ | 1771/1914 [02:02<00:07, 19.72ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 89%|███████████████████████████████▎ | 1712/1914 [02:02<00:13, 15.12ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 93%|████████████████████████████████▌ | 1784/1914 [02:02<00:09, 13.73ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 92%|████████████████████████████████▏ | 1761/1913 [02:02<00:08, 18.26ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 93%|████████████████████████████████▋ | 1785/1913 [02:02<00:11, 11.07ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 93%|████████████████████████████████▌ | 1781/1914 [02:02<00:07, 18.67ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 91%|███████████████████████████████▉ | 1748/1913 [02:02<00:10, 16.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 92%|████████████████████████████████▎ | 1768/1913 [02:02<00:11, 12.57ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 90%|███████████████████████████████▎ | 1714/1914 [02:02<00:13, 15.25ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 93%|████████████████████████████████▋ | 1786/1914 [02:02<00:09, 13.88ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 93%|████████████████████████████████▍ | 1773/1914 [02:02<00:09, 14.61ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 93%|████████████████████████████████▋ | 1785/1914 [02:02<00:05, 22.24ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 93%|████████████████████████████████▋ | 1787/1913 [02:02<00:10, 12.09ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 92%|████████████████████████████████▎ | 1763/1913 [02:02<00:09, 16.23ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 90%|███████████████████████████████▍ | 1716/1914 [02:02<00:12, 15.98ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 93%|████████████████████████████████▋ | 1788/1914 [02:03<00:08, 14.29ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 91%|████████████████████████████████ | 1750/1913 [02:02<00:11, 14.53ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 94%|████████████████████████████████▋ | 1789/1913 [02:02<00:09, 13.35ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 93%|████████████████████████████████▍ | 1770/1913 [02:02<00:11, 12.16ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 96%|█████████████████████████████████▋ | 1844/1914 [02:02<00:05, 13.39ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 90%|███████████████████████████████▍ | 1718/1914 [02:03<00:12, 15.16ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 94%|████████████████████████████████▊ | 1792/1914 [02:03<00:06, 18.74ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 94%|████████████████████████████████▊ | 1793/1913 [02:02<00:06, 18.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 93%|████████████████████████████████▍ | 1776/1914 [02:02<00:08, 15.53ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 93%|████████████████████████████████▍ | 1773/1913 [02:02<00:09, 15.03ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 93%|████████████████████████████████▋ | 1788/1914 [02:03<00:06, 18.19ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 92%|████████████████████████████████ | 1753/1913 [02:02<00:10, 15.05ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 96%|█████████████████████████████████▊ | 1846/1914 [02:02<00:05, 13.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 94%|████████████████████████████████▊ | 1794/1914 [02:03<00:06, 18.76ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 92%|████████████████████████████████▎ | 1765/1913 [02:02<00:12, 11.83ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 93%|████████████████████████████████▌ | 1778/1914 [02:03<00:08, 15.33ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 93%|████████████████████████████████▍ | 1777/1914 [02:03<00:10, 12.49ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 93%|████████████████████████████████▍ | 1775/1913 [02:02<00:09, 14.43ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 94%|████████████████████████████████▊ | 1796/1913 [02:02<00:06, 18.33ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 92%|████████████████████████████████ | 1755/1913 [02:02<00:10, 14.47ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 94%|████████████████████████████████▊ | 1791/1914 [02:03<00:06, 17.86ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 92%|████████████████████████████████▎ | 1768/1913 [02:03<00:10, 14.50ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 90%|███████████████████████████████▌ | 1726/1914 [02:03<00:08, 21.64ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 97%|█████████████████████████████████▊ | 1848/1914 [02:03<00:05, 12.50ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 93%|████████████████████████████████▌ | 1777/1913 [02:02<00:09, 14.28ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 93%|████████████████████████████████▌ | 1779/1914 [02:03<00:10, 12.63ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 93%|████████████████████████████████▌ | 1780/1914 [02:03<00:09, 13.88ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 94%|████████████████████████████████▊ | 1796/1914 [02:03<00:08, 13.71ex/s]\r\n",
+ "#1: 94%|████████████████████████████████▊ | 1794/1914 [02:03<00:06, 17.61ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 93%|████████████████████████████████▍ | 1770/1913 [02:03<00:10, 14.10ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 90%|███████████████████████████████▌ | 1729/1914 [02:03<00:08, 20.63ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 97%|█████████████████████████████████▊ | 1850/1914 [02:03<00:05, 11.87ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 93%|████████████████████████████████▌ | 1779/1913 [02:03<00:09, 14.13ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 92%|████████████████████████████████▏ | 1760/1913 [02:03<00:09, 16.33ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 94%|████████████████████████████████▉ | 1799/1913 [02:03<00:07, 14.68ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 90%|███████████████████████████████▋ | 1732/1914 [02:03<00:09, 19.93ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 93%|████████████████████████████████▌ | 1781/1914 [02:03<00:12, 10.95ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 94%|████████████████████████████████▊ | 1797/1914 [02:03<00:06, 17.35ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 93%|████████████████████████████████▍ | 1772/1913 [02:03<00:10, 13.35ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 94%|████████████████████████████████▉ | 1799/1914 [02:03<00:08, 13.79ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 93%|████████████████████████████████▌ | 1783/1913 [02:03<00:07, 18.49ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 92%|████████████████████████████████▎ | 1763/1913 [02:03<00:08, 17.58ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 93%|████████████████████████████████▌ | 1782/1914 [02:03<00:12, 10.88ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 94%|████████████████████████████████▉ | 1803/1913 [02:03<00:06, 15.89ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 97%|█████████████████████████████████▉ | 1855/1914 [02:03<00:03, 15.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 93%|████████████████████████████████▋ | 1785/1913 [02:03<00:07, 18.05ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 93%|████████████████████████████████▌ | 1784/1914 [02:03<00:09, 13.14ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 93%|████████████████████████████████▋ | 1785/1914 [02:03<00:09, 13.67ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 92%|████████████████████████████████▎ | 1765/1913 [02:03<00:09, 16.38ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 93%|████████████████████████████████▍ | 1774/1913 [02:03<00:11, 11.93ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 91%|███████████████████████████████▋ | 1735/1914 [02:03<00:10, 17.87ex/s]\u001b[A\u001b[A\r\n",
+ "#1: 94%|████████████████████████████████▉ | 1800/1914 [02:03<00:07, 16.11ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 94%|████████████████████████████████▉ | 1801/1914 [02:03<00:09, 11.65ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 93%|████████████████████████████████▋ | 1787/1914 [02:03<00:08, 15.57ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 93%|████████████████████████████████▋ | 1787/1914 [02:03<00:09, 13.27ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 91%|███████████████████████████████▊ | 1739/1914 [02:03<00:08, 20.79ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 92%|████████████████████████████████▎ | 1768/1913 [02:03<00:08, 16.96ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 94%|█████████████████████████████████ | 1805/1913 [02:03<00:08, 13.20ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 93%|████████████████████████████████▍ | 1776/1913 [02:03<00:11, 12.19ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 94%|████████████████████████████████▉ | 1804/1914 [02:04<00:08, 13.34ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 94%|████████████████████████████████▋ | 1790/1914 [02:03<00:07, 16.33ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 97%|█████████████████████████████████▉ | 1857/1914 [02:03<00:05, 11.07ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 94%|████████████████████████████████▋ | 1790/1914 [02:04<00:08, 15.40ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 94%|████████████████████████████████▊ | 1791/1913 [02:03<00:07, 16.80ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 95%|█████████████████████████████████ | 1810/1913 [02:03<00:05, 18.06ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 94%|█████████████████████████████████ | 1808/1914 [02:04<00:05, 19.23ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 97%|██████████████████████████████████ | 1860/1914 [02:04<00:03, 14.06ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 91%|███████████████████████████████▊ | 1742/1914 [02:04<00:09, 18.11ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 93%|████████████████████████████████▍ | 1770/1913 [02:03<00:10, 13.81ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 93%|████████████████████████████████▌ | 1778/1913 [02:03<00:12, 10.83ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 94%|████████████████████████████████▊ | 1792/1914 [02:04<00:08, 14.59ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 94%|████████████████████████████████▊ | 1792/1914 [02:04<00:08, 14.03ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 94%|████████████████████████████████▊ | 1793/1913 [02:03<00:07, 15.56ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 97%|██████████████████████████████████ | 1862/1914 [02:04<00:03, 15.17ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 94%|█████████████████████████████████ | 1807/1914 [02:04<00:08, 12.79ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 93%|████████████████████████████████▌ | 1780/1913 [02:04<00:11, 11.74ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 94%|████████████████████████████████▊ | 1795/1914 [02:04<00:06, 17.18ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 91%|███████████████████████████████▉ | 1745/1914 [02:04<00:10, 16.71ex/s]\u001b[A\u001b[A\r\n",
+ "#1: 95%|█████████████████████████████████ | 1810/1914 [02:04<00:06, 15.62ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 93%|████████████████████████████████▍ | 1773/1913 [02:04<00:09, 14.22ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 95%|█████████████████████████████████▏ | 1816/1913 [02:03<00:05, 19.18ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 98%|██████████████████████████████████▏| 1867/1914 [02:04<00:02, 20.75ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 94%|████████████████████████████████▊ | 1796/1913 [02:04<00:06, 17.24ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 94%|████████████████████████████████▊ | 1795/1914 [02:04<00:08, 14.66ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 95%|█████████████████████████████████ | 1809/1914 [02:04<00:08, 11.77ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 93%|████████████████████████████████▌ | 1782/1913 [02:04<00:11, 11.50ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 95%|██████████████████████��██████████▏ | 1813/1914 [02:04<00:06, 16.34ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 94%|████████████████████████████████▉ | 1798/1914 [02:04<00:06, 17.18ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 94%|████████████████████████████████▉ | 1799/1913 [02:04<00:06, 17.25ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 91%|████████████████████████████████ | 1751/1914 [02:04<00:07, 20.61ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 93%|████████████████████████████████▌ | 1777/1913 [02:04<00:09, 14.89ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 95%|█████████████████████████████████▏ | 1812/1914 [02:04<00:07, 13.63ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 93%|████████████████████████████████▋ | 1786/1913 [02:04<00:07, 16.11ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 94%|████████████████████████████████▉ | 1801/1914 [02:04<00:05, 18.84ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 94%|████████████████████████████████▉ | 1801/1914 [02:04<00:07, 15.57ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 92%|████████████████████████████████ | 1754/1914 [02:04<00:08, 19.86ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 93%|████████████████████████████████▌ | 1780/1913 [02:04<00:07, 17.14ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 95%|█████████████████████████████████▏ | 1815/1914 [02:04<00:06, 14.36ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 95%|█████████████████████████████████▎ | 1819/1913 [02:04<00:06, 14.08ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 95%|█████████████████████████████████▏ | 1814/1914 [02:04<00:07, 13.93ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 94%|████████████████████████████████▉ | 1802/1913 [02:04<00:06, 16.00ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 95%|█████████████████████████████████▏ | 1818/1914 [02:04<00:05, 17.24ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 93%|████████████████████████████████▌ | 1783/1913 [02:04<00:06, 19.17ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 94%|████████████████████████████████▋ | 1789/1913 [02:04<00:08, 15.36ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 95%|█████████████████████████████████▎ | 1823/1913 [02:04<00:05, 17.73ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 92%|████████████████████████████████▏ | 1757/1914 [02:05<00:08, 17.76ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 94%|████████████████████��███████████▉ | 1804/1914 [02:04<00:07, 14.57ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 94%|████████████████████████████████▉ | 1803/1914 [02:04<00:08, 13.01ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 95%|█████████████████████████████████▏ | 1816/1914 [02:05<00:07, 12.26ex/s]\r\n",
+ "#1: 95%|█████████████████████████████████▎ | 1821/1914 [02:05<00:05, 17.10ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 98%|██████████████████████████████████▎| 1875/1914 [02:04<00:02, 14.99ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 92%|████████████████████████████████▏ | 1761/1914 [02:05<00:07, 20.99ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 94%|████████████████████████████████▊ | 1791/1913 [02:04<00:09, 13.05ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 94%|█████████████████████████████████ | 1805/1914 [02:05<00:08, 13.49ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 94%|█████████████████████████████████ | 1806/1914 [02:05<00:07, 14.23ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 95%|█████████████████████████████████ | 1809/1913 [02:04<00:05, 17.88ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 93%|████████████████████████████████▋ | 1786/1913 [02:04<00:08, 15.57ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 95%|█████████████████████████████████▍ | 1826/1913 [02:04<00:05, 15.27ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 95%|█████████████████████████████████▏ | 1818/1914 [02:05<00:08, 11.50ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 94%|████████████████████████████████▊ | 1794/1913 [02:04<00:07, 15.63ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 95%|█████████████████████████████████▎ | 1825/1914 [02:05<00:05, 17.63ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 94%|████████████████████████████████▋ | 1789/1913 [02:04<00:06, 17.90ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 96%|█████████████████████████████████▍ | 1829/1913 [02:04<00:04, 17.25ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 95%|█████████████████████████████████ | 1811/1914 [02:05<00:05, 20.45ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 94%|█████████████████████████████████ | 1808/1914 [02:05<00:07, 15.08ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 98%|██████████████████████████████████▎| 1879/1914 [02:05<00:02, 14.72ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 94%|█████���██████████████████████████▊ | 1796/1913 [02:05<00:07, 16.09ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 95%|█████████████████████████████████▍ | 1827/1914 [02:05<00:04, 17.79ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 96%|█████████████████████████████████▌ | 1834/1913 [02:04<00:03, 22.21ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 95%|█████████████████████████████████▏ | 1811/1913 [02:05<00:07, 13.22ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 95%|█████████████████████████████████▏ | 1813/1914 [02:05<00:05, 19.28ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 92%|████████████████████████████████▎ | 1764/1914 [02:05<00:09, 15.03ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 95%|█████████████████████████████████▎ | 1820/1914 [02:05<00:09, 9.93ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 95%|█████████████████████████████████▏ | 1815/1914 [02:05<00:05, 19.28ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 94%|████████████████████████████████▉ | 1798/1913 [02:05<00:07, 14.76ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 96%|█████████████████████████████████▍ | 1829/1914 [02:05<00:05, 16.23ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 94%|████████████████████████████████▊ | 1792/1913 [02:05<00:08, 15.01ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 96%|█████████████████████████████████▌ | 1837/1913 [02:05<00:03, 20.83ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 95%|█████████████████████████████████▏ | 1817/1914 [02:05<00:04, 22.18ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 92%|████████████████████████████████▎ | 1767/1914 [02:05<00:08, 16.75ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 95%|█████████████████████████████████▎ | 1822/1914 [02:05<00:08, 10.66ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 94%|████████████████████████████████▉ | 1800/1913 [02:05<00:08, 12.90ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 96%|█████████████████████████████████▍ | 1831/1914 [02:05<00:05, 13.85ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 99%|██████████████████████████████████▌| 1887/1914 [02:05<00:01, 16.96ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 96%|█████████████████████████████████▋ | 1840/1913 [02:05<00:03, 19.92ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 95%|█████████████████████████████████▎ | 1824/1914 [02:05<00:07, 11.64ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 94%|████████████████████████████████▊ | 1795/1913 [02:05<00:08, 14.37ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 95%|█████████████████████████████████▏ | 1818/1914 [02:05<00:06, 15.39ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 95%|█████████████████████████████████▎ | 1820/1914 [02:05<00:05, 18.03ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 99%|██████████████████████████████████▌| 1889/1914 [02:05<00:01, 16.44ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 95%|█████████████████████████████████▍ | 1827/1914 [02:06<00:06, 14.16ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 96%|█████████████████████████████████▋ | 1843/1913 [02:05<00:03, 18.41ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 96%|█████████████████████████████████▌ | 1833/1914 [02:06<00:06, 11.99ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 94%|████████████████████████████████▉ | 1798/1913 [02:05<00:07, 14.50ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 95%|█████████████████████████████████▎ | 1819/1913 [02:05<00:07, 12.81ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 99%|██████████████████████████████████▌| 1891/1914 [02:05<00:01, 15.38ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 95%|█████████████████████████████████▎ | 1820/1914 [02:05<00:07, 13.07ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 95%|█████████████████████████████████▎ | 1823/1914 [02:06<00:05, 16.48ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 96%|█████████████████████████████████▍ | 1831/1914 [02:06<00:05, 16.44ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 94%|█████████████████████████████████ | 1804/1913 [02:05<00:09, 11.30ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 96%|█████████████████████████████████▌ | 1837/1914 [02:06<00:04, 15.56ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 95%|█████████████████████████████████▎ | 1823/1914 [02:06<00:05, 15.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 96%|█████████████████████████████████▊ | 1846/1913 [02:05<00:04, 16.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 95%|█████████████████████████████████▎ | 1821/1913 [02:05<00:07, 12.45ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 93%|████████████████████████████████▍ | 1773/1914 [02:06<00:10, 13.40ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 96%|█████████████████████████████████▌ | 1833/1914 [02:06<00:04, 16.54ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 95%|█████████████████████████████████▎ | 1825/1914 [02:06<00:05, 15.10ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 94%|████████████████████████████████▉ | 1800/1913 [02:05<00:09, 11.79ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 97%|█████████████████████████████████▊ | 1848/1913 [02:05<00:03, 16.38ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 94%|█████████████████████████████████ | 1806/1913 [02:06<00:09, 10.99ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 95%|█████████████████████████████████▎ | 1825/1914 [02:06<00:06, 14.71ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 99%|██████████████████████████████████▋| 1898/1914 [02:06<00:00, 20.17ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 95%|█████████████████████████████████▎ | 1823/1913 [02:05<00:07, 12.45ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 96%|█████████████████████████████████▌ | 1836/1914 [02:06<00:04, 18.96ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 95%|█████████████████████████████████▍ | 1827/1914 [02:06<00:05, 15.48ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 94%|████████████████████████████████▉ | 1802/1913 [02:06<00:08, 12.46ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 95%|█████████████████████████████████▍ | 1827/1914 [02:06<00:05, 15.34ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 96%|█████████████████████████████████▋ | 1841/1914 [02:06<00:04, 14.64ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 95%|█████████████████████████████████▍ | 1825/1913 [02:06<00:06, 13.68ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 96%|█████████████████████████████████▍ | 1831/1914 [02:06<00:04, 19.88ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 93%|████████████████████████████████▍ | 1775/1914 [02:06<00:12, 11.38ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 97%|█████████████████████████████████▊ | 1850/1913 [02:06<00:04, 14.29ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 96%|█████████████████████████████████▌ | 1838/1914 [02:06<00:04, 16.36ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 96%|█████████████████████████████████▌ | 1835/1914 [02:06<00:03, 23.67ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 94%|█████████████████████████████████ | 1805/1913 [02:06<00:08, 13.07ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 96%|█████████████████████████████████▋ | 1844/1914 [02:06<00:04, 15.29ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 95%|█████████████████████████████████ | 1810/1913 [02:06<00:08, 12.06ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 96%|█████████████████████████████████▌ | 1832/1914 [02:06<00:04, 18.51ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 97%|█████████████████████████████████▉ | 1852/1913 [02:06<00:04, 14.09ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 93%|████████████████████████████████▍ | 1777/1914 [02:06<00:12, 11.34ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 96%|█████████████████████████████████▋ | 1842/1914 [02:06<00:04, 17.70ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 96%|█████████████████████████████████▌ | 1838/1914 [02:06<00:03, 21.60ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 95%|█████████████████████████████████▏ | 1813/1913 [02:06<00:06, 14.76ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 96%|█████████████████████████████████▍ | 1827/1913 [02:06<00:08, 10.10ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 96%|█████████████████████████████████▌ | 1834/1914 [02:06<00:04, 17.25ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 97%|█████████████████████████████████▊ | 1848/1914 [02:06<00:03, 17.48ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 94%|█████████████████████████████████ | 1807/1913 [02:06<00:08, 12.26ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 100%|██████████████████████████████████▊| 1905/1914 [02:06<00:00, 18.08ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 93%|████████████████████████████████▌ | 1781/1914 [02:06<00:09, 13.72ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 97%|█████████████████████████████████▉ | 1856/1913 [02:06<00:03, 15.15ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 96%|█████████████████████████████████▋ | 1841/1914 [02:06<00:03, 21.08ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 96%|█████████████████████████████████▋ | 1844/1914 [02:06<00:04, 15.38ex/s]\r\n",
+ "#1: 97%|█████████████████████████████████▊ | 1852/1914 [02:06<00:02, 21.04ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 96%|█████████████████████████████████▍ | 1830/1913 [02:06<00:06, 12.01ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 100%|██████████████████████████████████▉| 1908/1914 [02:06<00:00, 18.73ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 95%|█████████████████████████████████ | 1810/1913 [02:06<00:07, 13.71ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 93%|████████████████████████████████▌ | 1783/1914 [02:07<00:09, 14.09ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 95%|█████████████████████████████████▏ | 1815/1913 [02:06<00:08, 11.87ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 96%|█████████████████████████████████▋ | 1844/1914 [02:06<00:03, 22.60ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 97%|█████████████████████████████████▉ | 1858/1913 [02:06<00:03, 14.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 96%|█████████████████████████████████▌ | 1832/1913 [02:06<00:06, 13.01ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 97%|█████████████████████████████████▉ | 1855/1914 [02:07<00:02, 20.25ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 95%|█████████████████████████████████▏ | 1812/1913 [02:06<00:07, 13.77ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 100%|██████████████████████████████████▉| 1911/1914 [02:06<00:00, 18.02ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 96%|█████████████████████████████████▋ | 1841/1914 [02:07<00:04, 17.54ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 96%|█████████████████████████████████▊ | 1846/1914 [02:07<00:05, 12.14ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 96%|█████████████████████████████████▌ | 1835/1913 [02:06<00:05, 15.50ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 95%|█████████████████████████████████▎ | 1820/1913 [02:06<00:05, 15.67ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 96%|█████████████████████████████████▊ | 1847/1914 [02:07<00:03, 19.05ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 93%|████████████████████████████████▋ | 1785/1914 [02:07<00:10, 12.00ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 97%|██████████████████████████████████ | 1863/1913 [02:06<00:02, 17.78ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 95%|█████████████████████████████████▏ | 1816/1913 [02:06<00:05, 16.25ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 96%|█████████████████████████████████▋ | 1844/1914 [02:07<00:04, 17.21ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 97%|█████████████████████████████████▊ | 1850/1914 [02:07<00:03, 20.81ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 94%|████████████████████████████████▋ | 1790/1914 [02:07<00:06, 18.15ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 96%|█████████████████████████████████▌ | 1837/1913 [02:06<00:05, 14.10ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 95%|█████████████████████████████████▎ | 1824/1913 [02:07<00:04, 18.08ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 97%|█████████████████████████████████▉ | 1858/1914 [02:07<00:03, 14.34ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#5: 100%|███████████████████████████████████| 1914/1914 [02:07<00:00, 15.04ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 97%|█████████████████████████████████▉ | 1853/1914 [02:07<00:02, 21.80ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 97%|██████████████████████████████████ | 1865/1913 [02:06<00:03, 14.93ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 97%|█████████████████████████████████▊ | 1848/1914 [02:07<00:06, 9.96ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 96%|█████████████████████████████████▍ | 1827/1913 [02:07<00:04, 19.79ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 96%|█████████████████████████████████▊ | 1846/1914 [02:07<00:04, 14.66ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 96%|█████████████████████████████████▋ | 1840/1913 [02:07<00:04, 14.91ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 95%|█████████████████████████████████▎ | 1818/1913 [02:07<00:07, 12.22ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 94%|████████████████████████████████▉ | 1798/1914 [02:07<00:05, 21.20ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 98%|██████████████████████████████████▏| 1868/1913 [02:07<00:02, 15.12ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 97%|██████████████████████████████████ | 1861/1914 [02:07<00:03, 13.58ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 97%|█████████████████████████████████▊ | 1848/1914 [02:07<00:04, 13.73ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 97%|█████████████████████████████████▊ | 1850/1914 [02:07<00:07, 8.86ex/s]\r\n",
+ "\r\n",
+ "#2: 94%|████████████████████████████████▉ | 1801/1914 [02:07<00:05, 21.65ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 95%|█████████████████████████████████▎ | 1820/1913 [02:07<00:07, 11.91ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 96%|█████████████████████████████████▋ | 1842/1913 [02:07<00:05, 12.24ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 98%|██████████████████████████████████▏| 1870/1913 [02:07<00:02, 14.50ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 97%|██████████████████████████████████ | 1863/1914 [02:07<00:03, 13.54ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 96%|█████████████████████████████████▌ | 1832/1913 [02:07<00:04, 16.85ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 97%|█████████████████████████████████▉ | 1856/1914 [02:07<00:04, 14.16ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 97%|█████████████████████████████████▊ | 1851/1914 [02:07<00:04, 15.16ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 97%|█████████████████████████████████▊ | 1851/1914 [02:08<00:07, 8.63ex/s]\r\n",
+ "\r\n",
+ "#2: 94%|████████████████████████████████▉ | 1804/1914 [02:07<00:05, 20.69ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 98%|██████████████████████████████████▏| 1872/1913 [02:07<00:03, 13.38ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 97%|██████████████████████████████████ | 1860/1914 [02:07<00:03, 17.02ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 97%|█████████████████████████████████▉ | 1853/1914 [02:08<00:05, 10.17ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 96%|█████████████████████████████████▌ | 1834/1913 [02:07<00:05, 14.96ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 95%|█████████████████████████████████ | 1809/1914 [02:08<00:04, 26.14ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 95%|█████████████████████████████████▎ | 1824/1913 [02:07<00:06, 12.79ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 96%|█████████████████████████████████▋ | 1844/1913 [02:07<00:06, 10.19ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 98%|██████████████████████████████████▏| 1868/1914 [02:08<00:02, 15.50ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 95%|█████████████████████████████████▍ | 1826/1913 [02:07<00:06, 13.52ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 97%|█████████████████████████████████▉ | 1853/1914 [02:08<00:05, 11.28ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 96%|█████████████████████████████████▊ | 1846/1913 [02:07<00:05, 11.70ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 97%|█████████████████████████████████▉ | 1855/1914 [02:08<00:05, 10.21ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 96%|█████████████████████████████████▌ | 1836/1913 [02:07<00:05, 13.46ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 97%|██████████████████████████████████ | 1863/1914 [02:08<00:03, 14.34ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 96%|█████████████████████████████████▍ | 1829/1913 [02:08<00:05, 16.35ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 98%|██████████████████████████████████▏| 1870/1914 [02:08<00:03, 13.32ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 98%|██████████████████████████████████▎| 1878/1913 [02:07<00:02, 15.41ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 97%|█████████████████████████████████▊ | 1849/1913 [02:07<00:04, 13.41ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 95%|█████████████████████████████████▏ | 1812/1914 [02:08<00:05, 18.22ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 97%|█████████████████████████████████▉ | 1857/1914 [02:08<00:05, 10.92ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 97%|█████████████████████████████████▉ | 1855/1914 [02:08<00:05, 11.00ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 96%|█████████████████████████████████▌ | 1834/1913 [02:08<00:03, 23.28ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 97%|█████████████████████████████████▊ | 1851/1913 [02:08<00:04, 14.53ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 98%|██████████████████████████████████▎| 1873/1914 [02:08<00:02, 14.66ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 98%|██████████████████████████████████▍| 1881/1913 [02:08<00:01, 17.06ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 97%|██████████████████████████████████ | 1866/1914 [02:08<00:03, 14.21ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 96%|█████████████████████████████████▋ | 1842/1913 [02:08<00:04, 16.38ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#0: 97%|█████████████████████████████████▉ | 1859/1914 [02:08<00:04, 11.25ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 97%|█████████████████████████████████▉ | 1859/1914 [02:08<00:03, 14.17ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 97%|█████████████████████████████████▉ | 1855/1913 [02:08<00:02, 19.88ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 98%|██████████████████████████████████▎| 1876/1914 [02:08<00:02, 16.68ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 98%|██████████████████████████████████▏| 1868/1914 [02:08<00:03, 14.64ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 98%|██████████████████████████████████▍| 1883/1913 [02:08<00:01, 16.18ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 97%|██████████████████████████████████ | 1864/1914 [02:08<00:02, 17.42ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 96%|█████████████████████████████████▋ | 1844/1913 [02:08<00:04, 14.40ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 97%|█████████████████████████████████▉ | 1858/1913 [02:08<00:02, 19.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 96%|█████████████████████████████████▌ | 1837/1913 [02:08<00:04, 15.88ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 98%|██████████████████████████████████▏| 1871/1914 [02:08<00:02, 16.66ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 95%|█████████████████████████████████▎ | 1819/1914 [02:08<00:05, 17.03ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 98%|██████████████████████████████████▏| 1867/1914 [02:08<00:02, 18.93ex/s]\r\n",
+ "#1: 98%|██████████████████████████████████▎| 1879/1914 [02:08<00:02, 16.02ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 97%|█████████████████████████████████▊ | 1847/1913 [02:08<00:03, 16.67ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 99%|██████████████████████████████████▍| 1885/1913 [02:08<00:02, 13.42ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 98%|██████████████████████████████████▏| 1871/1914 [02:09<00:01, 22.60ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 96%|█████████████████████████████████▋ | 1840/1913 [02:08<00:04, 15.94ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 99%|██████████████████████████████████▌| 1887/1913 [02:08<00:01, 14.57ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 97%|██████████████████████████████████ | 1863/1913 [02:08<00:02, 19.47ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 98%|██████████████████████████████████▍| 1882/1914 [02:09<00:02, 15.57ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 98%|██████████████████████████████████▎| 1874/1914 [02:09<00:01, 20.93ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 97%|██████████████████████████████████ | 1865/1914 [02:09<00:04, 11.05ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 96%|█████████████████████████████████▋ | 1843/1913 [02:08<00:04, 16.36ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 95%|█████████████████████████████████▎ | 1821/1914 [02:09<00:07, 12.51ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 98%|██████████████████████████████████▎| 1876/1914 [02:09<00:02, 14.16ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 98%|██████████████████████████████████▏| 1866/1913 [02:08<00:02, 18.21ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 99%|██████████████████████████████████▌| 1889/1913 [02:08<00:01, 12.23ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 97%|█████████████████████████████████▉ | 1853/1913 [02:08<00:03, 15.42ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 98%|██████████████████████████████████▍| 1885/1914 [02:09<00:01, 15.09ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 98%|██████████████████████████████████▏| 1867/1914 [02:09<00:04, 11.20ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 98%|██████████████████████████████████▎| 1878/1914 [02:09<00:02, 13.53ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 95%|█████████████████████████████████▎ | 1824/1914 [02:09<00:06, 13.17ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 96%|█████████████████████████████████▊ | 1845/1913 [02:09<00:04, 13.91ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 98%|██████████████████████████████████▏| 1871/1913 [02:08<00:02, 20.43ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 97%|█████████████████████████████████▉ | 1855/1913 [02:09<00:04, 14.21ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 98%|██████████████████████████████████▏| 1871/1914 [02:09<00:02, 15.54ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 99%|██████████████████████████████████▋| 1895/1913 [02:08<00:01, 17.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 98%|██████████████████████████████████▎| 1877/1914 [02:09<00:02, 14.83ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 97%|█████████████████████████████████▊ | 1847/1913 [02:09<00:04, 14.44ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 95%|█████████████████████████████████▍ | 1827/1914 [02:09<00:05, 14.82ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 98%|██████████████████████████████████▍| 1881/1914 [02:09<00:02, 14.38ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 97%|█████████████████████████████████▉ | 1857/1913 [02:09<00:03, 15.07ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 98%|██████████████████████████████████▎| 1874/1913 [02:09<00:01, 19.86ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 98%|██████████████████████████████████▍| 1882/1914 [02:09<00:01, 20.56ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 99%|██████████████████████████████████▋| 1897/1913 [02:09<00:01, 15.91ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 99%|██████████████████████████████████▌| 1889/1914 [02:09<00:01, 12.88ex/s]\u001b[A\r\n",
+ "\r\n",
+ "#2: 96%|█████████████████████████████████▍ | 1829/1914 [02:09<00:06, 14.01ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 98%|██████████████████████████████████▍| 1883/1914 [02:09<00:02, 14.17ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 99%|██████████████████████████████████▌| 1887/1914 [02:09<00:01, 25.80ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 99%|██████████████████████████████████▋| 1899/1913 [02:09<00:00, 15.81ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 98%|██████████████████████████████████▎| 1876/1914 [02:09<00:02, 15.31ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 96%|█████████████████████████████████▍ | 1831/1914 [02:09<00:05, 14.48ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 97%|██████████████████████████████████ | 1859/1913 [02:09<00:04, 11.78ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 99%|██████████████████████████████████▌| 1891/1914 [02:09<00:01, 12.66ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 98%|██████████████████████████████████▍| 1885/1914 [02:09<00:02, 14.15ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 99%|██████████████████████████████████▌| 1891/1914 [02:09<00:00, 26.00ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 98%|██████████████████████████████████▎| 1879/1914 [02:09<00:01, 17.60ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 97%|█████████████████████████████████▉ | 1852/1913 [02:09<00:04, 13.71ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 99%|██████████████████████████████████▊| 1903/1913 [02:09<00:00, 18.06ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 99%|██████████████████████████████████▋| 1894/1914 [02:09<00:01, 15.20ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 99%|██████████████████████████████████▌| 1888/1914 [02:09<00:01, 16.06ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 98%|██████████████████████████████████▍| 1879/1913 [02:09<00:02, 16.41ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 97%|██████████████████████████████████ | 1863/1913 [02:09<00:03, 15.13ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 96%|█████████████████████████████████▌ | 1833/1914 [02:09<00:06, 13.25ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 99%|██████████████████████████████████▋| 1895/1914 [02:10<00:00, 25.11ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 97%|█████████████████████████████████▉ | 1854/1913 [02:09<00:04, 13.14ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 99%|██████████████████████████████████▋| 1899/1914 [02:10<00:00, 21.74ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 97%|██████████████████████████████████ | 1865/1913 [02:09<00:03, 15.41ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 99%|██████████████████████████████████▌| 1890/1914 [02:10<00:01, 15.14ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 100%|██████████████████████████████████▊| 1905/1913 [02:09<00:00, 15.34ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 98%|██████████████████████████████████▍| 1882/1913 [02:09<00:01, 16.97ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 96%|█████████████████████████████████▌ | 1835/1914 [02:10<00:06, 13.01ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 98%|██████████████████████████████████▍| 1883/1914 [02:10<00:02, 15.06ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 97%|█████████████████████████████████▉ | 1857/1913 [02:09<00:03, 15.10ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#0: 99%|██████████████████████████████████▋| 1898/1914 [02:10<00:00, 21.26ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 98%|██████████████████████████████████▏| 1868/1913 [02:09<00:02, 16.80ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 99%|██████████████████████████████████▌| 1893/1914 [02:10<00:01, 16.35ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 100%|██████████████████████████████████▉| 1908/1913 [02:09<00:00, 16.76ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 96%|█████████████████████████████████▌ | 1837/1914 [02:10<00:06, 12.69ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 98%|██████████████████████████████████▍| 1885/1914 [02:10<00:01, 15.68ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 99%|██████████████████████████████████▍| 1885/1913 [02:09<00:01, 16.78ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 97%|██████████████████████████████████ | 1860/1913 [02:09<00:03, 17.06ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 99%|██████████████████████████████████▋| 1896/1914 [02:10<00:00, 18.84ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 99%|██████████████████████████████████▊| 1901/1914 [02:10<00:00, 20.23ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 97%|██████████████████████████████████ | 1863/1913 [02:10<00:02, 19.68ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 98%|██████████████████████████████████▏| 1871/1913 [02:10<00:02, 16.36ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 99%|██████████████████████████████████▌| 1887/1914 [02:10<00:01, 14.16ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 99%|██████████████████████████████████▌| 1887/1913 [02:10<00:01, 15.06ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 96%|█████████████████████████████████▋ | 1839/1914 [02:10<00:06, 11.36ex/s]\u001b[A\u001b[A\r\n",
+ "#1: 100%|██████████████████████████████████▊| 1905/1914 [02:10<00:00, 15.31ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 100%|██████████████████████████████████▉| 1912/1913 [02:10<00:00, 14.67ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 99%|██████████████████████████████████▋| 1898/1914 [02:10<00:01, 15.31ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 98%|██████████████████████████████████▏| 1866/1913 [02:10<00:02, 19.15ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 99%|██████████████████████████████████▌| 1892/1913 [02:10<00:00, 21.63ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#9: 100%|███████████████████████████████████| 1913/1913 [02:10<00:00, 14.70ex/s]\r\n",
+ "#0: 99%|██████████████████████████████████▊| 1904/1914 [02:10<00:00, 17.66ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 99%|██████████████████████████████████▌| 1889/1914 [02:10<00:01, 13.69ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 100%|██████████████████████████████████▊| 1907/1914 [02:10<00:00, 15.75ex/s]\u001b[A\r\n",
+ "\r\n",
+ "#2: 96%|█████████████████████████████████▋ | 1841/1914 [02:10<00:06, 11.57ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 100%|██████████████████████████████████▉| 1909/1914 [02:10<00:00, 23.59ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 98%|██████████████████████████████████▎| 1875/1913 [02:10<00:02, 15.22ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 99%|██████████████████████████████████▋| 1894/1914 [02:10<00:00, 21.48ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 99%|██████████████████████████████████▋| 1895/1913 [02:10<00:00, 20.90ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 98%|██████████████████████████████████▏| 1869/1913 [02:10<00:02, 17.99ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 96%|█████████████���███████████████████▋ | 1843/1914 [02:10<00:05, 12.63ex/s]\u001b[A\u001b[A\r\n",
+ "#1: 100%|██████████████████████████████████▉| 1910/1914 [02:10<00:00, 16.00ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 100%|██████████████████████████████████▉| 1913/1914 [02:10<00:00, 23.35ex/s]\r\n",
+ "\r\n",
+ "#2: 96%|█████████████████████████████████▊ | 1846/1914 [02:10<00:04, 15.79ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 98%|██████████████████████████████████▍| 1879/1913 [02:10<00:02, 16.79ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 99%|██████████████████████████████████▋| 1899/1914 [02:10<00:00, 22.59ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 99%|██████████████████████████████████▋| 1898/1913 [02:10<00:00, 19.04ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "#1: 100%|██████████████████████████████████▉| 1912/1914 [02:11<00:00, 15.11ex/s]\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#0: 100%|███████████████████████████████████| 1914/1914 [02:11<00:00, 14.60ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#1: 100%|███████████████████████████████████| 1914/1914 [02:11<00:00, 14.60ex/s]\r\n",
+ "\r\n",
+ "\r\n",
+ "#2: 97%|█████████████████████████████████▊ | 1848/1914 [02:11<00:04, 16.07ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#4: 99%|██████████████████████████████████▊| 1902/1914 [02:10<00:00, 22.84ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#7: 98%|██████████████████████████████████▎| 1874/1913 [02:10<00:02, 16.84ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 98%|██████████████████████████████████▍| 1881/1913 [02:10<00:02, 14.47ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 97%|█████████████████████████████████▊ | 1850/1914 [02:11<00:03, 16.38ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#8: 99%|██████████████████████████████████▊| 1902/1913 [02:10<00:00, 18.66ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "#3: 100%|██████████████████████████████████▉| 1908/1914 [02:11<00:00, 16.06ex/s]\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "\r\n",
+ "#6: 98%|██████████████████████████████████▍| 1883/1913 [02:11<00:02, 14.26ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "#8: 100%|██████████████████████████████████▊| 1906/1913 [02:10<00:00, 19.21ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "#6: 99%|██████████████████████████████████▍| 1885/1913 [02:11<00:01, 15.26ex/s]\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 98%|██████████████████████████████████▍| 1882/1914 [02:12<00:00, 33.39ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
+ "#2: 99%|██████████████████████████████████▋| 1897/1914 [02:12<00:00, 43.68ex/s]\u001b[A\u001b[A\r\n",
+ "\r\n",
+ "#2: 100%|███████████████████████████████████| 1914/1914 [02:12<00:00, 14.43ex/s]\r\n",
+ "#0: 0%| | 0/2 [00:00, ?ba/s]\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "\r\n",
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+ "Train set: 19129\r\n",
+ "Valid set: 736\r\n",
+ "Using the `WANDB_DISABLED` environment variable is deprecated and will be removed in v5. Use the --report_to flag to control the integrations used for logging result (for instance --report_to none).\r\n",
+ "/opt/conda/lib/python3.10/site-packages/transformers/optimization.py:411: FutureWarning: This implementation of AdamW is deprecated and will be removed in a future version. Use the PyTorch implementation torch.optim.AdamW instead, or set `no_deprecation_warning=True` to disable this warning\r\n",
+ " warnings.warn(\r\n",
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+ " 99%|████████████████████████████████████████▊| 183/184 [00:40<00:00, 4.14it/s]\u001b[A\r\n",
+ "\r\n",
+ "\u001b[A{'eval_loss': 2.329895496368408, 'eval_exact_match': 70.1086956521739, 'eval_f1': 79.29370405510315, 'eval_runtime': 42.3664, 'eval_samples_per_second': 17.372, 'eval_steps_per_second': 4.343, 'epoch': 5.0}\r\n",
+ "100%|███████████████████████████████████| 23915/23915 [3:00:23<00:00, 4.82it/s]\r\n",
+ "100%|█████████████████████████████████████████| 184/184 [00:42<00:00, 4.04it/s]\u001b[A\r\n",
+ "{'train_runtime': 10862.1934, 'train_samples_per_second': 8.805, 'train_steps_per_second': 2.202, 'train_loss': 0.247429578404464, 'epoch': 5.0}\r\n",
+ "100%|███████████████████████████████████| 23915/23915 [3:01:02<00:00, 2.20it/s]\r\n"
+ ]
+ }
+ ],
+ "source": [
+ "!python train.py"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.10.10"
+ },
+ "papermill": {
+ "default_parameters": {},
+ "duration": 11176.571917,
+ "end_time": "2023-06-29T21:10:01.381680",
+ "environment_variables": {},
+ "exception": null,
+ "input_path": "__notebook__.ipynb",
+ "output_path": "__notebook__.ipynb",
+ "parameters": {},
+ "start_time": "2023-06-29T18:03:44.809763",
+ "version": "2.4.0"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}