diff --git "a/Qwen_7b_UPDATED_SAMPLING+TRAINING_A50.ipynb" "b/Qwen_7b_UPDATED_SAMPLING+TRAINING_A50.ipynb"
deleted file mode 100644--- "a/Qwen_7b_UPDATED_SAMPLING+TRAINING_A50.ipynb"
+++ /dev/null
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-  "cells": [
-    {
-      "cell_type": "code",
-      "execution_count": 1,
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 17,
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-        },
-        "id": "-KBQcoiuz-0C",
-        "outputId": "005272f5-0665-4324-e1e9-d0bc8804527d"
-      },
-      "outputs": [
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "VBox(children=(HTML(value='<center> <img\\nsrc=https://huggingface.co/front/assets/huggingface_logo-noborder.sv…"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "793d9cf8ae174e05b5f33d14d3c2825c"
-            }
-          },
-          "metadata": {}
-        }
-      ],
-      "source": [
-        "from huggingface_hub import notebook_login\n",
-        "notebook_login()"
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "source": [
-        "#**DATASET SAMPLING**"
-      ],
-      "metadata": {
-        "id": "peDp021z-wam"
-      }
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "from huggingface_hub import hf_hub_download\n",
-        "import pandas as pd\n",
-        "def load_csv_from_hf(repo, csv_file):\n",
-        "    local_path = hf_hub_download(repo_id=repo, filename=csv_file, repo_type=\"dataset\")\n",
-        "    return pd.read_csv(local_path)"
-      ],
-      "metadata": {
-        "id": "Q_ZTPSjE0Ex1"
-      },
-      "execution_count": 2,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "df_01 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-1-IndiaLAW.csv\")\n",
-        "df_02 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-2-BioInstruct.csv\")\n",
-        "df_03 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-3-METAMath.csv\")\n",
-        "df_04 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-4-MATHHard.csv\")\n",
-        "df_05 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-5-MATHEasy.csv\")\n",
-        "df_06 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-6-ARCc.csv\")\n",
-        "df_07 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-7-ARCe.csv\")\n",
-        "df_08 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-8-WinograndeXL.csv\")\n",
-        "df_09 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-9-PIQA.csv\")\n",
-        "df_10 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-10-SIQA.csv\")\n",
-        "df_11 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-11-IndiaTravel.csv\")\n",
-        "df_12 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-12-IndiaTAX.csv\")\n",
-        "df_13 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-13-IndiaRecipe.csv\")\n",
-        "df_14 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-14-MBPP.csv\")\n",
-        "df_15 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-15-MedMCQA.csv\")\n",
-        "df_16 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-16-ContextMCQ.csv\")\n",
-        "df_17 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-17-MATHQA.csv\")\n",
-        "df_18 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-18-XLSum.csv\")\n",
-        "df_19 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-19-indicXNLI.csv\")\n",
-        "df_20 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-20-OrcMath.csv\")\n",
-        "df_21 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-21-GSM8K.csv\")\n",
-        "df_22 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-22-BoolQ.csv\")\n",
-        "df_23 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-23-AyaTranslate.csv\")\n",
-        "df_24 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-24-AyaParaphrase.csv\")\n",
-        "df_25 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-25-AyaSimplify.csv\")\n",
-        "df_26 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-26-CamelPhysics.csv\")\n",
-        "df_27 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-27-CamelChemistry.csv\")\n",
-        "df_28 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-28-CamelBiology.csv\")\n",
-        "df_29 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-29-camelMath.csv\")\n",
-        "df_30 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-30-MGSM.csv\")\n",
-        "df_31 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-31-UpscFaq.csv\")\n",
-        "df_32 = load_csv_from_hf(\"1-800-LLMs/Data-Collection-Fixed\", \"DATASET-32-MmluDev.csv\")"
-      ],
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-              "DATASET-26-CamelPhysics.csv:   0%|          | 0.00/170M [00:00<?, ?B/s]"
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-          "metadata": {}
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-    {
-      "cell_type": "code",
-      "source": [
-        "print(df_01.columns)\n",
-        "print(df_02.columns)\n",
-        "print(df_03.columns)\n",
-        "print(df_04.columns)\n",
-        "print(df_05.columns)\n",
-        "print(df_06.columns)\n",
-        "print(df_07.columns)\n",
-        "print(df_08.columns)\n",
-        "print(df_09.columns)\n",
-        "print(df_10.columns)\n",
-        "print(df_11.columns)\n",
-        "print(df_12.columns)\n",
-        "print(df_13.columns)\n",
-        "print(df_14.columns)\n",
-        "print(df_15.columns)\n",
-        "print(df_16.columns)\n",
-        "print(df_17.columns)\n",
-        "print(df_18.columns)\n",
-        "print(df_19.columns)\n",
-        "print(df_20.columns)\n",
-        "print(df_21.columns)\n",
-        "print(df_22.columns)\n",
-        "print(df_23.columns)\n",
-        "print(df_24.columns)\n",
-        "print(df_25.columns)\n",
-        "print(df_26.columns)\n",
-        "print(df_27.columns)\n",
-        "print(df_28.columns)\n",
-        "print(df_29.columns)\n",
-        "print(df_30.columns)\n",
-        "print(df_31.columns)\n",
-        "print(df_32.columns)"
-      ],
-      "metadata": {
-        "id": "OZu3eO72cQjd",
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "outputId": "172b9fee-917e-4222-e2ce-5dabe1f8e39b"
-      },
-      "execution_count": 4,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'type', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'type', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'subject_name', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'topic;', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'topic;', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'topic;', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'topic;', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'LANG'], dtype='object')\n",
-            "Index(['Input', 'Output', 'subject', 'LANG'], dtype='object')\n"
-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "print(\"###########\")\n",
-        "print(len(df_01))\n",
-        "print(len(df_02))\n",
-        "print(len(df_03))\n",
-        "print(len(df_04))\n",
-        "print(len(df_05))\n",
-        "print(len(df_06))\n",
-        "print(len(df_07))\n",
-        "print(len(df_08))\n",
-        "print(\"###########\")\n",
-        "print(len(df_09))\n",
-        "print(len(df_10))\n",
-        "print(len(df_11))\n",
-        "print(len(df_12))\n",
-        "print(len(df_13))\n",
-        "print(len(df_14))\n",
-        "print(len(df_15))\n",
-        "print(len(df_16))\n",
-        "print(\"###########\")\n",
-        "print(len(df_17))\n",
-        "print(len(df_18))\n",
-        "print(len(df_19))\n",
-        "print(len(df_20))\n",
-        "print(len(df_21))\n",
-        "print(len(df_22))\n",
-        "print(len(df_23))\n",
-        "print(len(df_24))\n",
-        "print(\"###########\")\n",
-        "print(len(df_25))\n",
-        "print(len(df_26))\n",
-        "print(len(df_27))\n",
-        "print(len(df_28))\n",
-        "print(len(df_29))\n",
-        "print(len(df_30))\n",
-        "print(len(df_31))\n",
-        "print(len(df_32))\n",
-        "print(\"###########\")"
-      ],
-      "metadata": {
-        "id": "2kQ4PtkTEn8h",
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "outputId": "94b53f97-e60d-4beb-d0fc-b62e0d424b52"
-      },
-      "execution_count": 5,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "###########\n",
-            "51210\n",
-            "49956\n",
-            "199782\n",
-            "4599\n",
-            "14953\n",
-            "2835\n",
-            "5637\n",
-            "82973\n",
-            "###########\n",
-            "35396\n",
-            "65630\n",
-            "2000\n",
-            "2235\n",
-            "13742\n",
-            "928\n",
-            "372779\n",
-            "18505\n",
-            "###########\n",
-            "68583\n",
-            "79625\n",
-            "395192\n",
-            "399847\n",
-            "14937\n",
-            "18799\n",
-            "1156\n",
-            "1001\n",
-            "###########\n",
-            "994944\n",
-            "39995\n",
-            "39975\n",
-            "39990\n",
-            "99626\n",
-            "16\n",
-            "620\n",
-            "1816\n",
-            "###########\n"
-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "# KEEP THIS CELL UNCHANGED #####################################################################################################################################################################################################################################\n",
-        "################################################################################################################################################################################################################################################################\n",
-        "# REASONING DATASETS\n",
-        "FIXED_22 = False  # SHOULD ALL ROWS BE USED ?        # BOOLQ\n",
-        "FIXED_19 = False  # SHOULD ALL ROWS BE USED ?        # Indic XNLI\n",
-        "FIXED_09 = False  # SHOULD ALL ROWS BE USED ?        # PIQA\n",
-        "FIXED_10 = False  # SHOULD ALL ROWS BE USED ?        # SIQA\n",
-        "# FORMATTING DATASETS\n",
-        "FIXED_25 = False  # SHOULD ALL ROWS BE USED ?        # AYA SIMPLIFY\n",
-        "FIXED_18 = False  # SHOULD ALL ROWS BE USED ?        # XLSum\n",
-        "FIXED_08 = False  # SHOULD ALL ROWS BE USED ?        # Winogrande XL\n",
-        "# MATH DATASETS\n",
-        "FIXED_29 = False  # SHOULD ALL ROWS BE USED ?        # CAMEL MATH\n",
-        "FIXED_21 = False  # SHOULD ALL ROWS BE USED ?        # GSM8K\n",
-        "FIXED_20 = False  # SHOULD ALL ROWS BE USED ?        # ORCA MATH\n",
-        "FIXED_17 = False  # SHOULD ALL ROWS BE USED ?        # MATH QA\n",
-        "FIXED_16 = False  # SHOULD ALL ROWS BE USED ?        # Context MCQs\n",
-        "FIXED_04 = False  # SHOULD ALL ROWS BE USED ?        # MATH HARD\n",
-        "FIXED_05 = False  # SHOULD ALL ROWS BE USED ?        # MATH EASY\n",
-        "FIXED_03 = False  # SHOULD ALL ROWS BE USED ?        # META MATH\n",
-        "# PHYSICS DATASETS\n",
-        "FIXED_26 = False  # SHOULD ALL ROWS BE USED ?        # CAMEL PHYSICS\n",
-        "# CHEMISTRY DATASETS\n",
-        "FIXED_27 = False  # SHOULD ALL ROWS BE USED ?        # CAMEL CHEMISTRY\n",
-        "# MEDICAL DATASETS\n",
-        "FIXED_28 = False  # SHOULD ALL ROWS BE USED ?        # CAMEL BIOLOGY\n",
-        "FIXED_15 = False  # SHOULD ALL ROWS BE USED ?        # MedMCQA\n",
-        "FIXED_02 = False  # SHOULD ALL ROWS BE USED ?        # BIO Instruct\n",
-        "# MIXED DATASETS\n",
-        "FIXED_06 = False  # SHOULD ALL ROWS BE USED ?        # ARC Easy\n",
-        "FIXED_07 = False  # SHOULD ALL ROWS BE USED ?        # ARC Challenging\n",
-        "# DOMAIN KNOWLEDGE\n",
-        "FIXED_13 = False  # SHOULD ALL ROWS BE USED ?        # Cooking\n",
-        "FIXED_01 = False  # SHOULD ALL ROWS BE USED ?        # Legal\n",
-        "##############################################################################################################################################################################################################################################################\n",
-        "# KEEP UNCHANGED : SMALL ENOUGH , ALL WILL BE USED\n",
-        "FIXED_11 = True  # SHOULD ALL ROWS BE USED ?         # Travel\n",
-        "FIXED_12 = True  # SHOULD ALL ROWS BE USED ?         # TAX\n",
-        "FIXED_14 = True  # SHOULD ALL ROWS BE USED ?         # MBPP\n",
-        "FIXED_23 = True  # SHOULD ALL ROWS BE USED ?         # AYA TRANSLATE\n",
-        "FIXED_24 = True  # SHOULD ALL ROWS BE USED ?         # AYA PARAPHRASE\n",
-        "FIXED_30 = True  # SHOULD ALL ROWS BE USED ?         # MGSM DEV SET\n",
-        "FIXED_31 = True  # SHOULD ALL ROWS BE USED ?         # UPSC\n",
-        "FIXED_32 = True  # SHOULD ALL ROWS BE USED ?         # MMLU DEV SET"
-      ],
-      "metadata": {
-        "id": "SUgHskxXkxzD"
-      },
-      "execution_count": 6,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "# EITHER THESE SHOULD ALL BE TRUE OR ALL FALSE , TRY SAME CODE WITH & WITHOUT THESE , WITH SAME HYPERPARAMETERS AND MODEL\n",
-        "FLAG_06 = False # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))    # ARC CHALLENGE\n",
-        "FLAG_07 = False # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))    # ARC EASY\n",
-        "FLAG_21 = False # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))    # GSM8K\n",
-        "FLAG_22 = False # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))    # BOOL Q\n",
-        "FLAG_17 = False # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))    # MATH QA\n",
-        "\n",
-        "# KEEP UNCHANGED : NOT RELATED TO BENCHMARKS ################################################################################################################################################################################################################################################################\n",
-        "FLAG_01 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_02 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_03 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_04 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_05 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_08 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_09 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100)) # WILL BE EVALUATED AS FINE_TUNED\n",
-        "FLAG_10 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100)) # WILL BE EVALUATED AS FINE_TUNED\n",
-        "FLAG_13 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_15 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_16 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_18 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_19 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100)) # WILL BE EVALUATED AS FINE_TUNED\n",
-        "FLAG_20 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_25 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_26 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_27 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_28 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))\n",
-        "FLAG_29 = True # IF FALSE , WONT BE USED IN TRAINING DATA (return empty dataframe subset) , FOR 0-SHOT BENCHMARKING ,        IF TRUE CAN USE SOME SAMPLES FOR TRAINING (NUM = number of samples used , num is the percentage of hindi samples , rest are english (between 0 to 100))"
-      ],
-      "metadata": {
-        "id": "NiqBvl-glEmS"
-      },
-      "execution_count": 7,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "ratio_01, ratio_02, ratio_03, ratio_04 = 50, 50, 50, 50   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90\n",
-        "ratio_05, ratio_06, ratio_07, ratio_08 = 50, 50, 50, 50   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90\n",
-        "ratio_09, ratio_10, ratio_11, ratio_12 = 50, 50, 50, 50   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90\n",
-        "ratio_13, ratio_14, ratio_15, ratio_16 = 50, 50, 50, 50   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90\n",
-        "ratio_17, ratio_18, ratio_19, ratio_20 = 50, 50, 50, 50   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90\n",
-        "ratio_21, ratio_22, ratio_23, ratio_24 = 50, 50, 50, 50   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90\n",
-        "ratio_25, ratio_26, ratio_27, ratio_28 = 50, 50, 50, 50   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90\n",
-        "ratio_29, ratio_30, ratio_31, ratio_32 = 50, 50, 50, 50   # if ratio = N , hindi is used in (N)% and english is used as (100-N)%, FOR NOW USE SAME VALUES FOR ALL 32 , CHOOSE AMONG 10/20/30/40/50/60/70/80/90"
-      ],
-      "metadata": {
-        "id": "RP2mOVwX43he"
-      },
-      "execution_count": 8,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "def sample_dataframe(df, num, ratio):\n",
-        "    df = df.sample(frac=1, random_state=1024).reset_index(drop=True)\n",
-        "    hi_count = int(num * (ratio / 100))\n",
-        "    en_count = num - hi_count\n",
-        "    hi_df = df[df['LANG'] == 'hi'].head(hi_count)\n",
-        "    en_df = df[df['LANG'] == 'en'].head(en_count)\n",
-        "    return pd.concat([hi_df, en_df]).reset_index(drop=True)\n",
-        "# CAN TRY VARYING NUMBERS , CURRENT VALUES ARE PLACEHOLDERS\n",
-        "df_new_06 = df_06 if FIXED_06 else (sample_dataframe(df_06, 2000, ratio_06) if FLAG_06 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO   2,835       # ARC C           # IF FLAG is True , USE MORE SAMPLES\n",
-        "df_new_07 = df_07 if FIXED_07 else (sample_dataframe(df_07, 2000, ratio_07) if FLAG_07 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO   5,637       # ARC E           # IF FLAG is True , USE MORE SAMPLES\n",
-        "df_new_17 = df_17 if FIXED_17 else (sample_dataframe(df_17, 2000, ratio_17) if FLAG_17 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  68,583       # MATHQA          # IF FLAG is True , USE MORE SAMPLES\n",
-        "df_new_21 = df_21 if FIXED_21 else (sample_dataframe(df_21, 2000, ratio_21) if FLAG_21 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  14,937       # GSM8K           # IF FLAG is True , USE MORE SAMPLES\n",
-        "df_new_22 = df_22 if FIXED_22 else (sample_dataframe(df_22, 2000, ratio_22) if FLAG_22 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  18,799       # BOOLQ           # IF FLAG is True , USE MORE SAMPLES\n",
-        "# CAN TRY VARYING NUMBERS , CURRENT VALUES ARE PLACEHOLDERS\n",
-        "df_new_01 = df_01 if FIXED_01 else (sample_dataframe(df_01, 2000, ratio_01) if FLAG_01 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  51,210     # INDIAN LEGAL FAQ\n",
-        "df_new_02 = df_02 if FIXED_02 else (sample_dataframe(df_02, 2000, ratio_02) if FLAG_02 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  49,956     # BIO INSTRUCT\n",
-        "df_new_03 = df_03 if FIXED_03 else (sample_dataframe(df_03, 2000, ratio_03) if FLAG_03 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO 199,782     # META MATH\n",
-        "df_new_04 = df_04 if FIXED_04 else (sample_dataframe(df_04,  500, ratio_04) if FLAG_04 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO   4,599     # MATH HARD           # USE LESS NUMBER\n",
-        "df_new_05 = df_05 if FIXED_05 else (sample_dataframe(df_05,  500, ratio_05) if FLAG_05 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  14,953     # MATH EASY           # USE LESS NUMBER\n",
-        "df_new_08 = df_08 if FIXED_08 else (sample_dataframe(df_08,  500, ratio_08) if FLAG_08 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  82,973     # WINOGRANDE XL       # USE LESS NUMBER\n",
-        "df_new_09 = df_09 if FIXED_09 else (sample_dataframe(df_09,  500, ratio_09) if FLAG_09 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  35,396     # PIQA                # USE LESS NUMBER\n",
-        "df_new_10 = df_10 if FIXED_10 else (sample_dataframe(df_10,  500, ratio_10) if FLAG_10 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  65,630     # SIQA                # USE LESS NUMBER\n",
-        "df_new_13 = df_13 if FIXED_13 else (sample_dataframe(df_13, 2000, ratio_13) if FLAG_13 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  13,742     # INDIA RECIPES\n",
-        "df_new_15 = df_15 if FIXED_15 else (sample_dataframe(df_15, 1000, ratio_15) if FLAG_15 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO 372,779     # MED MCQA            # USE SLIGHTLY LESS\n",
-        "df_new_16 = df_16 if FIXED_16 else (sample_dataframe(df_16, 3000, ratio_16) if FLAG_16 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  18,505     # CONTEXT MCQS        # USE SLIGHTLY MORE FOR BETTER MCQ RESULTS\n",
-        "df_new_20 = df_20 if FIXED_20 else (sample_dataframe(df_20, 1500, ratio_20) if FLAG_20 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO 399,847     # ORCA MATH           # USE LESS NUMBER\n",
-        "# CAN TRY VARYING NUMBERS , CURRENT VALUES ARE PLACEHOLDERS\n",
-        "df_new_26 = df_26 if FIXED_26 else (sample_dataframe(df_26, 2000, ratio_26) if FLAG_26 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  39,995     # CAMEL PHYSICS       # USE MORE\n",
-        "df_new_27 = df_27 if FIXED_27 else (sample_dataframe(df_27, 2000, ratio_27) if FLAG_27 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  39,975     # CAMEL CHEMISTRY     # USE MORE\n",
-        "df_new_28 = df_28 if FIXED_28 else (sample_dataframe(df_28, 2000, ratio_28) if FLAG_28 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  39,990     # CAMEL BIOLOGY       # USE MORE\n",
-        "df_new_29 = df_29 if FIXED_29 else (sample_dataframe(df_29, 500, ratio_29) if FLAG_29 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  99,625     # CAMEL MATH          # USE LESS IF OTHER MATH DATASETS ARE USED WELL , OR USE MORE\n",
-        "# CAN TRY VARYING NUMBERS , CURRENT VALUES ARE PLACEHOLDERS\n",
-        "# ONLY NUM CAN BE CHANGED, RATIO IS FIXED\n",
-        "df_new_18 = df_18 if FIXED_18 else (sample_dataframe(df_18, 500, 100) if FLAG_18 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO  79,625          # XLSum               # USE LESS NUMBER\n",
-        "df_new_19 = df_19 if FIXED_19 else (sample_dataframe(df_19, 500, 100) if FLAG_19 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO 395,192          # IndicXNLI           # USE LESS NUMBER\n",
-        "df_new_25 = df_25 if FIXED_25 else (sample_dataframe(df_25, 500, 100) if FLAG_25 else pd.DataFrame()) # KEEP num_XX LESS THAN OR EQUAL TO 994,944          # AYA Simplify        # USE LESS NUMBER\n",
-        "################################################################################################################################################################################\n",
-        "# KEEP UNCHANGED ###############################################################################################################################################################\n",
-        "df_new_11 = df_11        # 2,000                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "df_new_12 = df_12        # 2,235                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "df_new_14 = df_14        #   928                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "df_new_23 = df_23        # 1,156                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "df_new_24 = df_24        # 1,001                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "df_new_30 = df_30        #    16                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "df_new_31 = df_31        #   620                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "df_new_32 = df_32        # 1,816                                                                              # SMALL DATASETS - HENCE BEING USED IN FULL\n",
-        "#----------------------  # 9,772"
-      ],
-      "metadata": {
-        "id": "pmhp3w4FcXus"
-      },
-      "execution_count": 9,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "print(\"###########\")\n",
-        "print(len(df_new_01))\n",
-        "print(len(df_new_02))\n",
-        "print(len(df_new_03))\n",
-        "print(len(df_new_04))\n",
-        "print(len(df_new_05))\n",
-        "print(len(df_new_06))\n",
-        "print(len(df_new_07))\n",
-        "print(len(df_new_08))\n",
-        "print(\"###########\")\n",
-        "print(len(df_new_09))\n",
-        "print(len(df_new_10))\n",
-        "print(len(df_new_11))\n",
-        "print(len(df_new_12))\n",
-        "print(len(df_new_13))\n",
-        "print(len(df_new_14))\n",
-        "print(len(df_new_15))\n",
-        "print(len(df_new_16))\n",
-        "print(\"###########\")\n",
-        "print(len(df_new_17))\n",
-        "print(len(df_new_18))\n",
-        "print(len(df_new_19))\n",
-        "print(len(df_new_20))\n",
-        "print(len(df_new_21))\n",
-        "print(len(df_new_22))\n",
-        "print(len(df_new_23))\n",
-        "print(len(df_new_24))\n",
-        "print(\"###########\")\n",
-        "print(len(df_new_25))\n",
-        "print(len(df_new_26))\n",
-        "print(len(df_new_27))\n",
-        "print(len(df_new_28))\n",
-        "print(len(df_new_29))\n",
-        "print(len(df_new_30))\n",
-        "print(len(df_new_31))\n",
-        "print(len(df_new_32))\n",
-        "print(\"###########\")"
-      ],
-      "metadata": {
-        "id": "Sty3i__TsDSb",
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "outputId": "2455789c-c680-45a7-8c6e-8a269a46574b"
-      },
-      "execution_count": 10,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "###########\n",
-            "2000\n",
-            "2000\n",
-            "2000\n",
-            "500\n",
-            "500\n",
-            "0\n",
-            "0\n",
-            "500\n",
-            "###########\n",
-            "500\n",
-            "500\n",
-            "2000\n",
-            "2235\n",
-            "2000\n",
-            "928\n",
-            "1000\n",
-            "3000\n",
-            "###########\n",
-            "0\n",
-            "500\n",
-            "500\n",
-            "1500\n",
-            "0\n",
-            "0\n",
-            "1156\n",
-            "1001\n",
-            "###########\n",
-            "500\n",
-            "2000\n",
-            "2000\n",
-            "2000\n",
-            "500\n",
-            "16\n",
-            "620\n",
-            "1816\n",
-            "###########\n"
-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "df_train = pd.concat([df_new_01, df_new_02, df_new_03, df_new_04, df_new_05, df_new_06, df_new_07, df_new_08, df_new_09, df_new_10, df_new_11, df_new_12, df_new_13, df_new_14, df_new_15, df_new_16, df_new_17, df_new_18, df_new_19, df_new_20, df_new_21, df_new_22, df_new_23, df_new_24, df_new_25, df_new_26, df_new_27, df_new_28, df_new_29, df_new_30, df_new_31, df_new_32])\n",
-        "df_train = df_train.sample(frac=1, random_state=1024).reset_index(drop=True)\n",
-        "print(len(df_train))"
-      ],
-      "metadata": {
-        "id": "bkqP_FxTsDrh",
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "outputId": "2bccb54f-3238-4a44-a374-59d885c6c6bb"
-      },
-      "execution_count": 11,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "33772\n"
-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "df_train_2 = df_train[['Input','Output']]"
-      ],
-      "metadata": {
-        "id": "34C7brPyEblV"
-      },
-      "execution_count": 12,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "df_train_2.to_csv(\"training-subset-used.csv\", index=False)"
-      ],
-      "metadata": {
-        "id": "AZEhfByuEW_F"
-      },
-      "execution_count": 13,
-      "outputs": []
-    },
-    {
-      "cell_type": "markdown",
-      "source": [
-        "#**TRAINING**"
-      ],
-      "metadata": {
-        "id": "p-LqGuws-0HE"
-      }
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "! pip install unsloth --upgrade --no-cache-dir\n",
-        "import torch\n",
-        "if torch.cuda.get_device_capability()[0] >= 8:\n",
-        "    !pip install --no-deps packaging ninja einops \"flash-attn>=2.6.3\""
-      ],
-      "metadata": {
-        "id": "pteNBf6c-Nq-",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 1000
-        },
-        "outputId": "a7616e8e-ba1f-47dc-c07c-615364acd618"
-      },
-      "execution_count": 14,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Collecting unsloth\n",
-            "  Downloading unsloth-2025.1.6-py3-none-any.whl.metadata (53 kB)\n",
-            "\u001b[?25l     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/53.7 kB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K     \u001b[90m━━━━━━━━━━━━━━��━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m53.7/53.7 kB\u001b[0m \u001b[31m125.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
-            "\u001b[?25hCollecting unsloth_zoo>=2025.1.4 (from unsloth)\n",
-            "  Downloading unsloth_zoo-2025.1.4-py3-none-any.whl.metadata (16 kB)\n",
-            "Requirement already satisfied: torch>=2.4.0 in /usr/local/lib/python3.11/dist-packages (from unsloth) (2.5.1+cu121)\n",
-            "Collecting xformers>=0.0.27.post2 (from unsloth)\n",
-            "  Downloading xformers-0.0.29.post1-cp311-cp311-manylinux_2_28_x86_64.whl.metadata (1.0 kB)\n",
-            "Collecting bitsandbytes (from unsloth)\n",
-            "  Downloading bitsandbytes-0.45.0-py3-none-manylinux_2_24_x86_64.whl.metadata (2.9 kB)\n",
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-            "  Downloading tyro-0.9.11-py3-none-any.whl.metadata (9.4 kB)\n",
-            "Requirement already satisfied: transformers!=4.47.0,>=4.46.1 in /usr/local/lib/python3.11/dist-packages (from unsloth) (4.47.1)\n",
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-            "Collecting trl!=0.9.0,!=0.9.1,!=0.9.2,!=0.9.3,>=0.7.9 (from unsloth)\n",
-            "  Downloading trl-0.13.0-py3-none-any.whl.metadata (11 kB)\n",
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-            "  Downloading protobuf-3.20.3-py2.py3-none-any.whl.metadata (720 bytes)\n",
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-            "  Downloading dill-0.3.8-py3-none-any.whl.metadata (10 kB)\n",
-            "Requirement already satisfied: pandas in /usr/local/lib/python3.11/dist-packages (from datasets>=2.16.0->unsloth) (2.2.2)\n",
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-            "  Downloading xxhash-3.5.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (12 kB)\n",
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-            "Collecting fsspec<=2024.9.0,>=2023.1.0 (from fsspec[http]<=2024.9.0,>=2023.1.0->datasets>=2.16.0->unsloth)\n",
-            "  Downloading fsspec-2024.9.0-py3-none-any.whl.metadata (11 kB)\n",
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-            "\u001b[?25hInstalling collected packages: xxhash, shtab, protobuf, hf_transfer, fsspec, dill, multiprocess, tyro, xformers, datasets, cut_cross_entropy, bitsandbytes, trl, unsloth_zoo, unsloth\n",
-            "  Attempting uninstall: protobuf\n",
-            "    Found existing installation: protobuf 4.25.5\n",
-            "    Uninstalling protobuf-4.25.5:\n",
-            "      Successfully uninstalled protobuf-4.25.5\n",
-            "  Attempting uninstall: fsspec\n",
-            "    Found existing installation: fsspec 2024.10.0\n",
-            "    Uninstalling fsspec-2024.10.0:\n",
-            "      Successfully uninstalled fsspec-2024.10.0\n",
-            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
-            "gcsfs 2024.10.0 requires fsspec==2024.10.0, but you have fsspec 2024.9.0 which is incompatible.\n",
-            "tensorflow-metadata 1.16.1 requires protobuf<6.0.0dev,>=4.25.2; python_version >= \"3.11\", but you have protobuf 3.20.3 which is incompatible.\n",
-            "grpcio-status 1.62.3 requires protobuf>=4.21.6, but you have protobuf 3.20.3 which is incompatible.\u001b[0m\u001b[31m\n",
-            "\u001b[0mSuccessfully installed bitsandbytes-0.45.0 cut_cross_entropy-25.1.1 datasets-3.2.0 dill-0.3.8 fsspec-2024.9.0 hf_transfer-0.1.9 multiprocess-0.70.16 protobuf-3.20.3 shtab-1.7.1 trl-0.13.0 tyro-0.9.11 unsloth-2025.1.6 unsloth_zoo-2025.1.4 xformers-0.0.29.post1 xxhash-3.5.0\n"
-          ]
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "application/vnd.colab-display-data+json": {
-              "pip_warning": {
-                "packages": [
-                  "google"
-                ]
-              },
-              "id": "6f6f7fdf8f4c40dbab7453cc8656cb45"
-            }
-          },
-          "metadata": {}
-        },
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Requirement already satisfied: packaging in /usr/local/lib/python3.11/dist-packages (24.2)\n",
-            "Collecting ninja\n",
-            "  Downloading ninja-1.11.1.3-py3-none-manylinux_2_12_x86_64.manylinux2010_x86_64.whl.metadata (5.3 kB)\n",
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-            "Collecting flash-attn>=2.6.3\n",
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-            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.2/3.2 MB\u001b[0m \u001b[31m86.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
-            "\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
-            "Using cached ninja-1.11.1.3-py3-none-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (422 kB)\n",
-            "Building wheels for collected packages: flash-attn\n",
-            "  Building wheel for flash-attn (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
-            "  Created wheel for flash-attn: filename=flash_attn-2.7.3-cp311-cp311-linux_x86_64.whl size=191363917 sha256=b1243e9b86687348a5ab03a073abacdf8e3d5e9e4b7e5326a183f47348c5dfba\n",
-            "  Stored in directory: /root/.cache/pip/wheels/d0/a3/f9/48d2706cb2eac05ec0dc144bf6954fe47bb3c2cd0de280765e\n",
-            "Successfully built flash-attn\n",
-            "Installing collected packages: ninja, flash-attn\n",
-            "Successfully installed flash-attn-2.7.3 ninja-1.11.1.3\n"
-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "\n",
-        "! pip install unsloth --upgrade --no-cache-dir\n",
-        "import torch\n",
-        "if torch.cuda.get_device_capability()[0] >= 8:\n",
-        "    !pip install --no-deps packaging ninja einops \"flash-attn>=2.6.3\""
-      ],
-      "metadata": {
-        "colab": {
-          "base_uri": "https://localhost:8080/"
-        },
-        "id": "P_wcL24Cao3D",
-        "outputId": "463fa25b-a75d-4d7a-9032-69f7296644df"
-      },
-      "execution_count": 15,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Requirement already satisfied: unsloth in /usr/local/lib/python3.11/dist-packages (2025.1.6)\n",
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-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "from unsloth import FastLanguageModel\n",
-        "import torch\n",
-        "max_seq_length = 2048\n",
-        "dtype = None\n",
-        "load_in_4bit = False\n",
-        "model, tokenizer = FastLanguageModel.from_pretrained(model_name = \"Qwen/Qwen2.5-7B-Instruct\", max_seq_length = max_seq_length, dtype = dtype, load_in_4bit = load_in_4bit,)\n",
-        "\n",
-        "################## MODELS THAT CAN BE USED : ~2-3B RANGE ###########################\n",
-        "# google/gemma-2-2b-it\n",
-        "# meta-llama/Llama-3.2-3B-Instruct\n",
-        "# Qwen/Qwen2.5-3B-Instruct\n",
-        "# microsoft/Phi-3.5-mini-instruct\n",
-        "################## MODELS THAT CAN BE USED : ~7-9B RANGE ###########################\n",
-        "# meta-llama/Llama-3.1-8B-Instruct\n",
-        "# google/gemma-2-9b-it\n",
-        "# Qwen/Qwen2.5-7B-Instruct\n",
-        "# mistralai/Mistral-7B-Instruct-v0.3\n",
-        "################## MODELS THAT CAN BE USED : ~12-14B RANGE ###########################\n",
-        "# Qwen/Qwen2.5-14B-Instruct\n",
-        "# mistralai/Mistral-Nemo-Instruct-2407\n",
-        "# microsoft/phi-4"
-      ],
-      "metadata": {
-        "id": "YJ4YoJzs-3r3",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 678,
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-        "outputId": "9a59db43-f084-4dff-b78c-7b5bb497889b"
-      },
-      "execution_count": 16,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "🦥 Unsloth: Will patch your computer to enable 2x faster free finetuning.\n"
-          ]
-        },
-        {
-          "output_type": "stream",
-          "name": "stderr",
-          "text": [
-            "The cache for model files in Transformers v4.22.0 has been updated. Migrating your old cache. This is a one-time only operation. You can interrupt this and resume the migration later on by calling `transformers.utils.move_cache()`.\n"
-          ]
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-              "0it [00:00, ?it/s]"
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-            "🦥 Unsloth Zoo will now patch everything to make training faster!\n",
-            "==((====))==  Unsloth 2025.1.6: Fast Qwen2 patching. Transformers: 4.47.1.\n",
-            "   \\\\   /|    GPU: NVIDIA A100-SXM4-40GB. Max memory: 39.564 GB. Platform: Linux.\n",
-            "O^O/ \\_/ \\    Torch: 2.5.1+cu121. CUDA: 8.0. CUDA Toolkit: 12.1. Triton: 3.1.0\n",
-            "\\        /    Bfloat16 = TRUE. FA [Xformers = 0.0.29.post1. FA2 = True]\n",
-            " \"-____-\"     Free Apache license: http://github.com/unslothai/unsloth\n",
-            "Unsloth: Fast downloading is enabled - ignore downloading bars which are red colored!\n"
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-      "cell_type": "code",
-      "source": [
-        "model = FastLanguageModel.get_peft_model(model, r = 16, target_modules = [\"q_proj\", \"k_proj\", \"v_proj\", \"o_proj\", \"gate_proj\", \"up_proj\", \"down_proj\",],\n",
-        "    lora_alpha = 16, lora_dropout = 0, bias = \"none\", use_gradient_checkpointing = \"unsloth\", random_state = 1024, use_rslora = False, loftq_config = None,)"
-      ],
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-      "execution_count": 17,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stderr",
-          "text": [
-            "Unsloth 2025.1.6 patched 28 layers with 28 QKV layers, 28 O layers and 28 MLP layers.\n"
-          ]
-        }
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-              "                                                   Input  \\\n",
-              "0      Write a python function to find the index of s...   \n",
-              "1      Efficacy of a new drug A is compared with an e...   \n",
-              "2      Thanks for signing up for the 2014 Black Frida...   \n",
-              "3      Find the area of a cuboid of certain length, b...   \n",
-              "4      Scarlett used pine wood instead of oak to buil...   \n",
-              "...                                                  ...   \n",
-              "33767  यदि $x = X$ और $y = 15$ है, तो $(x - y)(x + y)...   \n",
-              "33768  इस संशोधन के राष्ट्रीय राजधानी क्षेत्र के भविष...   \n",
-              "33769  American cities are similar to other cities ar...   \n",
-              "33770  कोलकाता के लिए 5-दिन की यात्रा योजना:\\n\\n**दिन...   \n",
-              "33771  सभी मान खोजें $x > 4$ जो संतुष्ट करते हैं\\n\\[\\...   \n",
-              "\n",
-              "                                                  Output LANG  \\\n",
-              "0      import math \\r\\ndef find_Index(n): \\r\\n    x =...   en   \n",
-              "1                                                      C   en   \n",
-              "2                                                      C   en   \n",
-              "3      To find the area of a cuboid, we need to calcu...   en   \n",
-              "4                                                      A   en   \n",
-              "...                                                  ...  ...   \n",
-              "33767                                                 10   hi   \n",
-              "33768  इस संशोधन के राष्ट्रीय राजधानी क्षेत्र के भविष...   hi   \n",
-              "33769                                                  B   en   \n",
-              "33770  दिन 1: विक्टोरिया मेमोरियल, सेंट पॉल का कैथेड्...   hi   \n",
-              "33771  दी गई समीकरण से,\\n\\[\\sqrt{x + 4 \\sqrt{x - 4}} ...   hi   \n",
-              "\n",
-              "                       type subject_name topic; subject  \n",
-              "0                       NaN          NaN    NaN     NaN  \n",
-              "1                       NaN       Dental    NaN     NaN  \n",
-              "2                       NaN          NaN    NaN     NaN  \n",
-              "3                       NaN          NaN    NaN     NaN  \n",
-              "4                       NaN          NaN    NaN     NaN  \n",
-              "...                     ...          ...    ...     ...  \n",
-              "33767                   NaN          NaN    NaN     NaN  \n",
-              "33768                   NaN          NaN    NaN     NaN  \n",
-              "33769                   NaN          NaN    NaN     NaN  \n",
-              "33770                   NaN          NaN    NaN     NaN  \n",
-              "33771  Intermediate Algebra          NaN    NaN     NaN  \n",
-              "\n",
-              "[33772 rows x 7 columns]"
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-              "      <td>Dental</td>\n",
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-              "      <td>NaN</td>\n",
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-              "    <tr>\n",
-              "      <th>2</th>\n",
-              "      <td>Thanks for signing up for the 2014 Black Frida...</td>\n",
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-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
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-              "      <td>en</td>\n",
-              "      <td>NaN</td>\n",
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-              "      <th>4</th>\n",
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-              "      <td>en</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
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-              "      <th>...</th>\n",
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-              "      <td>...</td>\n",
-              "      <td>...</td>\n",
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-              "      <td>...</td>\n",
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-              "      <td>...</td>\n",
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-              "    <tr>\n",
-              "      <th>33767</th>\n",
-              "      <td>यदि $x = X$ और $y = 15$ है, तो $(x - y)(x + y)...</td>\n",
-              "      <td>10</td>\n",
-              "      <td>hi</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>33768</th>\n",
-              "      <td>इस संशोधन के राष्ट्रीय राजधानी क्षेत्र के भविष...</td>\n",
-              "      <td>इस संशोधन के राष्ट्रीय राजधानी क्षेत्र के भविष...</td>\n",
-              "      <td>hi</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>33769</th>\n",
-              "      <td>American cities are similar to other cities ar...</td>\n",
-              "      <td>B</td>\n",
-              "      <td>en</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>33770</th>\n",
-              "      <td>कोलकाता के लिए 5-दिन की यात्रा योजना:\\n\\n**दिन...</td>\n",
-              "      <td>दिन 1: विक्टोर��या मेमोरियल, सेंट पॉल का कैथेड्...</td>\n",
-              "      <td>hi</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <th>33771</th>\n",
-              "      <td>सभी मान खोजें $x &gt; 4$ जो संतुष्ट करते हैं\\n\\[\\...</td>\n",
-              "      <td>दी गई समीकरण से,\\n\\[\\sqrt{x + 4 \\sqrt{x - 4}} ...</td>\n",
-              "      <td>hi</td>\n",
-              "      <td>Intermediate Algebra</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "      <td>NaN</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table>\n",
-              "<p>33772 rows × 7 columns</p>\n",
-              "</div>\n",
-              "    <div class=\"colab-df-buttons\">\n",
-              "\n",
-              "  <div class=\"colab-df-container\">\n",
-              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-49ba6ccc-5e91-462d-aeed-7d693d061884')\"\n",
-              "            title=\"Convert this dataframe to an interactive table.\"\n",
-              "            style=\"display:none;\">\n",
-              "\n",
-              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
-              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
-              "  </svg>\n",
-              "    </button>\n",
-              "\n",
-              "  <style>\n",
-              "    .colab-df-container {\n",
-              "      display:flex;\n",
-              "      gap: 12px;\n",
-              "    }\n",
-              "\n",
-              "    .colab-df-convert {\n",
-              "      background-color: #E8F0FE;\n",
-              "      border: none;\n",
-              "      border-radius: 50%;\n",
-              "      cursor: pointer;\n",
-              "      display: none;\n",
-              "      fill: #1967D2;\n",
-              "      height: 32px;\n",
-              "      padding: 0 0 0 0;\n",
-              "      width: 32px;\n",
-              "    }\n",
-              "\n",
-              "    .colab-df-convert:hover {\n",
-              "      background-color: #E2EBFA;\n",
-              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
-              "      fill: #174EA6;\n",
-              "    }\n",
-              "\n",
-              "    .colab-df-buttons div {\n",
-              "      margin-bottom: 4px;\n",
-              "    }\n",
-              "\n",
-              "    [theme=dark] .colab-df-convert {\n",
-              "      background-color: #3B4455;\n",
-              "      fill: #D2E3FC;\n",
-              "    }\n",
-              "\n",
-              "    [theme=dark] .colab-df-convert:hover {\n",
-              "      background-color: #434B5C;\n",
-              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
-              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
-              "      fill: #FFFFFF;\n",
-              "    }\n",
-              "  </style>\n",
-              "\n",
-              "    <script>\n",
-              "      const buttonEl =\n",
-              "        document.querySelector('#df-49ba6ccc-5e91-462d-aeed-7d693d061884 button.colab-df-convert');\n",
-              "      buttonEl.style.display =\n",
-              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
-              "\n",
-              "      async function convertToInteractive(key) {\n",
-              "        const element = document.querySelector('#df-49ba6ccc-5e91-462d-aeed-7d693d061884');\n",
-              "        const dataTable =\n",
-              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
-              "                                                    [key], {});\n",
-              "        if (!dataTable) return;\n",
-              "\n",
-              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
-              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
-              "          + ' to learn more about interactive tables.';\n",
-              "        element.innerHTML = '';\n",
-              "        dataTable['output_type'] = 'display_data';\n",
-              "        await google.colab.output.renderOutput(dataTable, element);\n",
-              "        const docLink = document.createElement('div');\n",
-              "        docLink.innerHTML = docLinkHtml;\n",
-              "        element.appendChild(docLink);\n",
-              "      }\n",
-              "    </script>\n",
-              "  </div>\n",
-              "\n",
-              "\n",
-              "<div id=\"df-13f5e61f-bcec-4605-9c2e-a51e9ecfdde2\">\n",
-              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-13f5e61f-bcec-4605-9c2e-a51e9ecfdde2')\"\n",
-              "            title=\"Suggest charts\"\n",
-              "            style=\"display:none;\">\n",
-              "\n",
-              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
-              "     width=\"24px\">\n",
-              "    <g>\n",
-              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
-              "    </g>\n",
-              "</svg>\n",
-              "  </button>\n",
-              "\n",
-              "<style>\n",
-              "  .colab-df-quickchart {\n",
-              "      --bg-color: #E8F0FE;\n",
-              "      --fill-color: #1967D2;\n",
-              "      --hover-bg-color: #E2EBFA;\n",
-              "      --hover-fill-color: #174EA6;\n",
-              "      --disabled-fill-color: #AAA;\n",
-              "      --disabled-bg-color: #DDD;\n",
-              "  }\n",
-              "\n",
-              "  [theme=dark] .colab-df-quickchart {\n",
-              "      --bg-color: #3B4455;\n",
-              "      --fill-color: #D2E3FC;\n",
-              "      --hover-bg-color: #434B5C;\n",
-              "      --hover-fill-color: #FFFFFF;\n",
-              "      --disabled-bg-color: #3B4455;\n",
-              "      --disabled-fill-color: #666;\n",
-              "  }\n",
-              "\n",
-              "  .colab-df-quickchart {\n",
-              "    background-color: var(--bg-color);\n",
-              "    border: none;\n",
-              "    border-radius: 50%;\n",
-              "    cursor: pointer;\n",
-              "    display: none;\n",
-              "    fill: var(--fill-color);\n",
-              "    height: 32px;\n",
-              "    padding: 0;\n",
-              "    width: 32px;\n",
-              "  }\n",
-              "\n",
-              "  .colab-df-quickchart:hover {\n",
-              "    background-color: var(--hover-bg-color);\n",
-              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
-              "    fill: var(--button-hover-fill-color);\n",
-              "  }\n",
-              "\n",
-              "  .colab-df-quickchart-complete:disabled,\n",
-              "  .colab-df-quickchart-complete:disabled:hover {\n",
-              "    background-color: var(--disabled-bg-color);\n",
-              "    fill: var(--disabled-fill-color);\n",
-              "    box-shadow: none;\n",
-              "  }\n",
-              "\n",
-              "  .colab-df-spinner {\n",
-              "    border: 2px solid var(--fill-color);\n",
-              "    border-color: transparent;\n",
-              "    border-bottom-color: var(--fill-color);\n",
-              "    animation:\n",
-              "      spin 1s steps(1) infinite;\n",
-              "  }\n",
-              "\n",
-              "  @keyframes spin {\n",
-              "    0% {\n",
-              "      border-color: transparent;\n",
-              "      border-bottom-color: var(--fill-color);\n",
-              "      border-left-color: var(--fill-color);\n",
-              "    }\n",
-              "    20% {\n",
-              "      border-color: transparent;\n",
-              "      border-left-color: var(--fill-color);\n",
-              "      border-top-color: var(--fill-color);\n",
-              "    }\n",
-              "    30% {\n",
-              "      border-color: transparent;\n",
-              "      border-left-color: var(--fill-color);\n",
-              "      border-top-color: var(--fill-color);\n",
-              "      border-right-color: var(--fill-color);\n",
-              "    }\n",
-              "    40% {\n",
-              "      border-color: transparent;\n",
-              "      border-right-color: var(--fill-color);\n",
-              "      border-top-color: var(--fill-color);\n",
-              "    }\n",
-              "    60% {\n",
-              "      border-color: transparent;\n",
-              "      border-right-color: var(--fill-color);\n",
-              "    }\n",
-              "    80% {\n",
-              "      border-color: transparent;\n",
-              "      border-right-color: var(--fill-color);\n",
-              "      border-bottom-color: var(--fill-color);\n",
-              "    }\n",
-              "    90% {\n",
-              "      border-color: transparent;\n",
-              "      border-bottom-color: var(--fill-color);\n",
-              "    }\n",
-              "  }\n",
-              "</style>\n",
-              "\n",
-              "  <script>\n",
-              "    async function quickchart(key) {\n",
-              "      const quickchartButtonEl =\n",
-              "        document.querySelector('#' + key + ' button');\n",
-              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
-              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
-              "      try {\n",
-              "        const charts = await google.colab.kernel.invokeFunction(\n",
-              "            'suggestCharts', [key], {});\n",
-              "      } catch (error) {\n",
-              "        console.error('Error during call to suggestCharts:', error);\n",
-              "      }\n",
-              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
-              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
-              "    }\n",
-              "    (() => {\n",
-              "      let quickchartButtonEl =\n",
-              "        document.querySelector('#df-13f5e61f-bcec-4605-9c2e-a51e9ecfdde2 button');\n",
-              "      quickchartButtonEl.style.display =\n",
-              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
-              "    })();\n",
-              "  </script>\n",
-              "</div>\n",
-              "\n",
-              "  <div id=\"id_7f3b1d0e-224d-4ee3-992e-2671cdc01736\">\n",
-              "    <style>\n",
-              "      .colab-df-generate {\n",
-              "        background-color: #E8F0FE;\n",
-              "        border: none;\n",
-              "        border-radius: 50%;\n",
-              "        cursor: pointer;\n",
-              "        display: none;\n",
-              "        fill: #1967D2;\n",
-              "        height: 32px;\n",
-              "        padding: 0 0 0 0;\n",
-              "        width: 32px;\n",
-              "      }\n",
-              "\n",
-              "      .colab-df-generate:hover {\n",
-              "        background-color: #E2EBFA;\n",
-              "        box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
-              "        fill: #174EA6;\n",
-              "      }\n",
-              "\n",
-              "      [theme=dark] .colab-df-generate {\n",
-              "        background-color: #3B4455;\n",
-              "        fill: #D2E3FC;\n",
-              "      }\n",
-              "\n",
-              "      [theme=dark] .colab-df-generate:hover {\n",
-              "        background-color: #434B5C;\n",
-              "        box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
-              "        filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
-              "        fill: #FFFFFF;\n",
-              "      }\n",
-              "    </style>\n",
-              "    <button class=\"colab-df-generate\" onclick=\"generateWithVariable('df')\"\n",
-              "            title=\"Generate code using this dataframe.\"\n",
-              "            style=\"display:none;\">\n",
-              "\n",
-              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
-              "       width=\"24px\">\n",
-              "    <path d=\"M7,19H8.4L18.45,9,17,7.55,7,17.6ZM5,21V16.75L18.45,3.32a2,2,0,0,1,2.83,0l1.4,1.43a1.91,1.91,0,0,1,.58,1.4,1.91,1.91,0,0,1-.58,1.4L9.25,21ZM18.45,9,17,7.55Zm-12,3A5.31,5.31,0,0,0,4.9,8.1,5.31,5.31,0,0,0,1,6.5,5.31,5.31,0,0,0,4.9,4.9,5.31,5.31,0,0,0,6.5,1,5.31,5.31,0,0,0,8.1,4.9,5.31,5.31,0,0,0,12,6.5,5.46,5.46,0,0,0,6.5,12Z\"/>\n",
-              "  </svg>\n",
-              "    </button>\n",
-              "    <script>\n",
-              "      (() => {\n",
-              "      const buttonEl =\n",
-              "        document.querySelector('#id_7f3b1d0e-224d-4ee3-992e-2671cdc01736 button.colab-df-generate');\n",
-              "      buttonEl.style.display =\n",
-              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
-              "\n",
-              "      buttonEl.onclick = () => {\n",
-              "        google.colab.notebook.generateWithVariable('df');\n",
-              "      }\n",
-              "      })();\n",
-              "    </script>\n",
-              "  </div>\n",
-              "\n",
-              "    </div>\n",
-              "  </div>\n"
-            ],
-            "application/vnd.google.colaboratory.intrinsic+json": {
-              "type": "dataframe",
-              "variable_name": "df",
-              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 33772,\n  \"fields\": [\n    {\n      \"column\": \"Input\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 32200,\n        \"samples\": [\n          \"\\u0928\\u0940\\u091a\\u0947 \\u0926\\u093f\\u090f \\u0917\\u090f \\u092e\\u0947\\u0902 \\u0938\\u0947 \\u0915\\u094c\\u0928 \\u0938\\u093e \\u092a\\u0947\\u0936\\u0940 TMJ \\u0938\\u0947 \\u091c\\u0941\\u0921\\u093c\\u0940 \\u0939\\u0941\\u0908 \\u0939\\u0948? ### Lateral pterygoid ### Medial pterygoid ### Masseter ### All the above ### MCQ ### \",\n          \"You'd expect the home of the Bakewell pudding to know a thing or two about keeping its visitors cosy and well-fed,and in this attractive market town,you're never more than a few steps away from a tea room or pub. And to walk off all the cake and ale, the spectacular Peak District is on the doorstep.\\nEat/drink The Manners is a traditional stone-built pub a few minutes' walk from the town centre, serving well-executed pub fare such as local venison with root veg and red wine sauce, and apple and plum crumble. Wyes Waters (Unit 8, Granby Road)is a charming little cafe with gingham table cloths and a great-value menu of homemade pies, sandwiches and cakes.\\nShopping Bakewell's thriving Monday market is always popular and its attractive cobbled courtyards and market square are home to independent shops and galleries. And of course, no visit to Bakewell is complete without a visit to the Old Original Bakewell Pudding Shop which will gift-wrap and post sweet treats to anywhere in the world. Out of town, the excellent Chatsworth Estate farm shop is the place to stock up on Derbyshire specialities such as oatcakes, handmade chocolates from family-run business Holdsworth, and bottled ales brewed on the estate.\\nStay On the river in the centre of Bakewell, One Castle Street (doubles from PS90 B&B), is a quaint B&B in a Grade II listed building, where substantial breakfasts will set you up for a day exploring. Alternatively, three miles out of town, Haddon Grove Farm has 11 attractive holiday cottages in converted farm buildings (from PS490 for a four night December break in a cottage for four). There's a communal games room and indoor heated pool, making it a perfect winter escape for families. Cottages sleep between two and 10.Travelling in Bakewell,a visitor_. ### A. can only do shopping on Monday.\\nB. can purchase sweet treats and have it mailed home\\nC. have to pay at least PS90 for a night\\nD. can participate in farming work on Haddon Grove Farm ### MCQ ### \",\n          \"\\u0917\\u0941\\u0930\\u094d\\u0926\\u093e \\u0936\\u0930\\u0940\\u0930 \\u0915\\u0947 \\u0924\\u0930\\u0932\\u094b\\u0902 \\u092e\\u0947\\u0902 \\u0907\\u0932\\u0947\\u0915\\u094d\\u091f\\u094d\\u0930\\u094b\\u0932\\u093e\\u0907\\u091f\\u094d\\u0938 \\u0915\\u0947 \\u0938\\u093e\\u0902\\u0926\\u094d\\u0930\\u0924\\u093e \\u0915\\u094b \\u0915\\u0948\\u0938\\u0947 \\u0928\\u093f\\u092f\\u0902\\u0924\\u094d\\u0930\\u093f\\u0924 \\u0915\\u0930\\u0924\\u093e \\u0939\\u0948 \\u0914\\u0930 \\u0907\\u0938\\u0915\\u093e \\u0924\\u0930\\u0932 \\u0938\\u0902\\u0924\\u0941\\u0932\\u0928 \\u092c\\u0928\\u093e\\u090f \\u0930\\u0916\\u0928\\u0947 \\u092a\\u0930 \\u0915\\u094d\\u092f\\u093e \\u092a\\u094d\\u0930\\u092d\\u093e\\u0935 \\u092a\\u0921\\u093c\\u0924\\u093e \\u0939\\u0948? ### \\u0932\\u0902\\u092c\\u093e \\u0909\\u0924\\u094d\\u0924\\u0930 ### \"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Output\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 23383,\n        \"samples\": [\n          \"Day 1: Charminar, Chowmahalla Palace. Day 2: Nehru Zoological Park, Salar Jung Museum. Day 3: Hussain Sagar Lake, Ramoji Film City. Day 4: Golkonda Fort, Birla Mandir. Day 5: Nehru Memorial Hall, Chilkur Balaji Temple.\",\n          \"\\\"\\u092e\\u0943\\u0924\\u0915 \\u0915\\u0940 \\u092a\\u0924\\u094d\\u0928\\u0940 \\u0915\\u0947 \\u092c\\u092f\\u093e\\u0928 \\u092a\\u0930 \\u0927\\u093e\\u0930\\u093e 174 \\u0915\\u0947 \\u0924\\u0939\\u0924 \\u0915\\u093e\\u0930\\u094d\\u0930\\u0935\\u093e\\u0908 \\u0915\\u0930\\u0924\\u0947 \\u0939\\u0941\\u090f \\u0936\\u0935 \\u0915\\u093e \\u092a\\u094b\\u0938\\u094d\\u091f\\u092e\\u093e\\u0930\\u094d\\u091f\\u092e \\u0915\\u0930\\u0935\\u093e\\u0915\\u0930 \\u092a\\u0941\\u0932\\u093f\\u0938 \\u0928\\u0947 \\u092a\\u0930\\u093f\\u091c\\u0928\\u094b\\u0902 \\u0915\\u094b \\u0938\\u094c\\u0902\\u092a \\u0926\\u093f\\u092f\\u093e \\u0939\\u0948\\u0964\\\"\",\n          \"DOP&T vide its O.M. No. AB.14017/28/2014-Estt.(RR) dated 02.07.2015, has enumerated the following points to be noted by the Borrowing / Parent Department/ Office for compliance by the Ministries/ Departments: (i) Vigilance Clearance will not normally be granted for a period of 3 years after the currency of punishment, if a minor penalty has been imposed on an officer. In case of imposition of a major penalty, Vigilance Clearance will not normally be granted for a period of 5 years after the currency of punishment in terms of DOP&T O.M. No.11012/11/2007-Estt.(A) dated 14.12.2007. (ii) While forwarding applications in respect of officers who are about to complete their \\u2018cooling-off\\u2019 period shortly the instructions of DOP&T as contained in O.M. No.2/1/2012-Estt.(Pay.11) dated 04.01.2013 may be strictly adhered to. (iii) A copy of the Application format may be provided by the Borrowing Department in their website in a downloadable form as Word Document along with the advertisement. (iv) In the case of a vacancy already existing at the time of issue of communication inviting nominations/ publication in the Employment News, the eligibility may be determined with reference to the last date prescribed for receipt of nominations in the concerned administrative Ministry/Department. In the case of an anticipated vacancy, the crucial date for determining eligibility should be the date on which the vacancy is expected to arise. (v) It shall be prominently mentioned in the vacancy circular/ advertisement that the applications/CV not accompanied by supporting certificates/ documents in support of Qualification and Experience claimed by the candidates would not be processed for determining the eligibility of the candidates for the selection. (vi) Crucial date for determining the eligibility of the applicants will be counted after excluding the first date of publication of the vacancy/ post in the Employment News. Ie., For the vacancy published in the Employment News of 18-24 Jan. 2014, the crucial date will be counted from the 19th Jan. 2014 (excluding the first date of publication). (vii) To facilitate determination of eligibility of the applicants working in Public Sector Undertakings/ Autonomous organizations not following the Central Government Scales, their equivalent scales of pay/posts may be confirmed by the borrowing Department. Where necessary, details in this regard may also be ascertained from the lending Department.\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"LANG\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 2,\n        \"samples\": [\n          \"hi\",\n          \"en\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"type\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 7,\n        \"samples\": [\n          \"Number Theory\",\n          \"Geometry\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"subject_name\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 21,\n        \"samples\": [\n          \"Dental\",\n          \"Unknown\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"topic;\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 97,\n        \"samples\": [\n          \"Paleontology\",\n          \"Genetics\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"subject\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 57,\n        \"samples\": [\n          \"us_foreign_policy\",\n          \"high_school_world_history\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
-            }
-          },
-          "metadata": {},
-          "execution_count": 18
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "from datasets import Dataset\n",
-        "df_train['Output'] = df_train['Output'].astype(str)\n",
-        "dataset = Dataset.from_pandas(df_train)"
-      ],
-      "metadata": {
-        "id": "zYNCBXnxEvGg"
-      },
-      "execution_count": 19,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "alpaca_prompt = \"\"\"### INPUT: {} RESPONSE: {}\"\"\""
-      ],
-      "metadata": {
-        "id": "orRdPSsSE7u2"
-      },
-      "execution_count": 20,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "EOS_TOKEN = tokenizer.eos_token\n",
-        "def formatting_prompts_func(examples):\n",
-        "    inputs = examples[\"Input\"]\n",
-        "    outputs = examples[\"Output\"]\n",
-        "    texts = []\n",
-        "    for input_text, output_text in zip(inputs, outputs):\n",
-        "        text = alpaca_prompt.format(input_text, output_text) + EOS_TOKEN\n",
-        "        texts.append(text)\n",
-        "    return {\"text\": texts}\n",
-        "dataset = dataset.map(formatting_prompts_func, batched=True)"
-      ],
-      "metadata": {
-        "id": "3fax1umiFFG6",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 49,
-          "referenced_widgets": [
-            "3b2848db8af3439884e207cadf716820",
-            "57c343fcf6944bcb8210abb5a0e594bc",
-            "0430fdeb21934ee298d74810e53b44cd",
-            "c504e7247c08436481db954f3aeba76a",
-            "34468ce0a1384d4c80a2991c83525e75",
-            "3e3ef424d762443ea4812a08e8d79ae1",
-            "0335653652b64cd69d9c869ec6f1205e",
-            "8405fb02db8a43dd916fa0af580ee435",
-            "9b11284a174f49e0a7b9c7a90bd1e7d9",
-            "27644b44f41742b9a84cbb35c0501af2",
-            "25497221e8544e9ca335e753ad55a6cd"
-          ]
-        },
-        "outputId": "5cf8c96d-ad2c-4918-8f52-e5e041bca26f"
-      },
-      "execution_count": 21,
-      "outputs": [
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "Map:   0%|          | 0/33772 [00:00<?, ? examples/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "3b2848db8af3439884e207cadf716820"
-            }
-          },
-          "metadata": {}
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "def count_tokens(example):\n",
-        "    return {\"input_token_count\": len(tokenizer.tokenize(str(example.get(\"Input\", \"\"))))}\n",
-        "dataset = dataset.map(count_tokens)\n",
-        "dataset = dataset.sort(\"input_token_count\")"
-      ],
-      "metadata": {
-        "id": "jR_ZltTgFFEe",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 49,
-          "referenced_widgets": [
-            "ac200b6898bb4c5e817bef05ac3f7815",
-            "b0cbf636bc44407f9511f142184508de",
-            "e892a65658f2481c885c81dd697c091a",
-            "0115b73316f94fa78e48406ea74c75c9",
-            "dea08e4c348048b7869b701f63bacf85",
-            "f0c0651d718c4cfe8643fa6072cfa761",
-            "aca57bed45e9497d8a95ad16fa8a04c5",
-            "40c31d1ee3754bd086226784bcdf0779",
-            "92c5a51a697d43f5b237ad2819d1dd45",
-            "3c17121849bf45438680156d48a5b48b",
-            "2b784ed77eb84744a614a00fd78521a3"
-          ]
-        },
-        "outputId": "74bcbf79-7406-47fe-87fe-8b8b99fdbb54"
-      },
-      "execution_count": 22,
-      "outputs": [
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "Map:   0%|          | 0/33772 [00:00<?, ? examples/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "ac200b6898bb4c5e817bef05ac3f7815"
-            }
-          },
-          "metadata": {}
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "from datasets import concatenate_datasets\n",
-        "last_200 = dataset.select(range(len(dataset) - 200, len(dataset)))\n",
-        "remaining = dataset.select(range(len(dataset) - 200))\n",
-        "dataset = concatenate_datasets([last_200, remaining])\n",
-        "dataset = dataset.flatten_indices()"
-      ],
-      "metadata": {
-        "id": "zzKKRBXdFFCB",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 49,
-          "referenced_widgets": [
-            "eb1c5ef00ade4351948568ff5a2f2ad3",
-            "7e245aa062c44b63a89b716508e8d1bd",
-            "bf8793b5a3b14888a123d276f0fb64f5",
-            "43576a70c6aa4eac9e1c9e49903853d8",
-            "8fffeabca116498fbfa79163067558a4",
-            "462aa7c1c2fc4ae2a059c80f199d527e",
-            "94748dd04e9843e1808115441babe49d",
-            "ddb7711faaeb442ba0402c044f23c91f",
-            "c170471565614b44a2024190432f98a7",
-            "dbf51df8170b4bd3a88c3be84a41d9b6",
-            "94257e69d557456c85582e5da7595d98"
-          ]
-        },
-        "outputId": "6759db20-6781-4a94-f945-36dec784c099"
-      },
-      "execution_count": 23,
-      "outputs": [
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "Flattening the indices:   0%|          | 0/33772 [00:00<?, ? examples/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "eb1c5ef00ade4351948568ff5a2f2ad3"
-            }
-          },
-          "metadata": {}
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "from trl import SFTTrainer\n",
-        "from transformers import TrainingArguments\n",
-        "from unsloth import is_bfloat16_supported\n",
-        "trainer = SFTTrainer(\n",
-        "    model = model,\n",
-        "    tokenizer = tokenizer,\n",
-        "    train_dataset = dataset,\n",
-        "    dataset_text_field = \"text\",\n",
-        "    max_seq_length = max_seq_length,\n",
-        "    dataset_num_proc = 2,\n",
-        "    packing = False,\n",
-        "    args = TrainingArguments(\n",
-        "        per_device_train_batch_size = 4,\n",
-        "        gradient_accumulation_steps = 4,\n",
-        "        num_train_epochs = 1,\n",
-        "        learning_rate = 2e-5,\n",
-        "        fp16 = not is_bfloat16_supported(),\n",
-        "        bf16 = is_bfloat16_supported(),\n",
-        "        logging_steps = 1,\n",
-        "        optim = \"adamw_8bit\",\n",
-        "        weight_decay = 0.01,\n",
-        "        lr_scheduler_type = \"linear\",\n",
-        "        seed = 1024,\n",
-        "        output_dir = \"outputs\",\n",
-        "        report_to = \"none\",\n",
-        "    ),\n",
-        ")"
-      ],
-      "metadata": {
-        "id": "0bl3owAZFE_m",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 49,
-          "referenced_widgets": [
-            "efd4e2d213bd4fb79bf3a32d57f16ebd",
-            "1df4bb8c707248ea812973d98bb333d1",
-            "b56c15dd64244de2b7effd920e9d511c",
-            "516fc3b441d84ebf8ddccd51a425b65b",
-            "20d84d5cf8fb464bab5cb8d5ac6a2ce7",
-            "04a831aa45f04aae81d451a0733f32f0",
-            "cd7b471b19ff4b4889fc110a8cae4826",
-            "5a32d05d7930469995c6eb8518d857b4",
-            "b83d16932ef645d087cae9495981d7b9",
-            "e7ab0ff9c89249ea8c39857a5f8b3eeb",
-            "cd1697df6d424ce39d92772487ff1aaf"
-          ]
-        },
-        "outputId": "3e5aad02-34d9-4036-886e-0d2ecfa13106"
-      },
-      "execution_count": 24,
-      "outputs": [
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "Map (num_proc=2):   0%|          | 0/33772 [00:00<?, ? examples/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "efd4e2d213bd4fb79bf3a32d57f16ebd"
-            }
-          },
-          "metadata": {}
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "trainer_stats = trainer.train()"
-      ],
-      "metadata": {
-        "id": "RcONa7bxFE7J",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 1000
-        },
-        "outputId": "2b698c5e-ce5f-4608-876a-875c3a4c8bdc"
-      },
-      "execution_count": 25,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stderr",
-          "text": [
-            "==((====))==  Unsloth - 2x faster free finetuning | Num GPUs = 1\n",
-            "   \\\\   /|    Num examples = 33,772 | Num Epochs = 1\n",
-            "O^O/ \\_/ \\    Batch size per device = 4 | Gradient Accumulation steps = 4\n",
-            "\\        /    Total batch size = 16 | Total steps = 2,110\n",
-            " \"-____-\"     Number of trainable parameters = 40,370,176\n"
-          ]
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "<IPython.core.display.HTML object>"
-            ],
-            "text/html": [
-              "\n",
-              "    <div>\n",
-              "      \n",
-              "      <progress value='2110' max='2110' style='width:300px; height:20px; vertical-align: middle;'></progress>\n",
-              "      [2110/2110 3:06:59, Epoch 0/1]\n",
-              "    </div>\n",
-              "    <table border=\"1\" class=\"dataframe\">\n",
-              "  <thead>\n",
-              " <tr style=\"text-align: left;\">\n",
-              "      <th>Step</th>\n",
-              "      <th>Training Loss</th>\n",
-              "    </tr>\n",
-              "  </thead>\n",
-              "  <tbody>\n",
-              "    <tr>\n",
-              "      <td>1</td>\n",
-              "      <td>1.169400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2</td>\n",
-              "      <td>0.885800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>3</td>\n",
-              "      <td>1.211600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>4</td>\n",
-              "      <td>1.196900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>5</td>\n",
-              "      <td>0.914100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>6</td>\n",
-              "      <td>1.038100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>7</td>\n",
-              "      <td>0.901700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>8</td>\n",
-              "      <td>0.962400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>9</td>\n",
-              "      <td>1.061600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>10</td>\n",
-              "      <td>0.912400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>11</td>\n",
-              "      <td>0.850500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>12</td>\n",
-              "      <td>0.848000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>13</td>\n",
-              "      <td>1.063000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>14</td>\n",
-              "      <td>0.933200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>15</td>\n",
-              "      <td>1.026100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>16</td>\n",
-              "      <td>1.279500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>17</td>\n",
-              "      <td>0.849400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>18</td>\n",
-              "      <td>0.864200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>19</td>\n",
-              "      <td>0.971300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>20</td>\n",
-              "      <td>0.941900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>21</td>\n",
-              "      <td>0.796500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>22</td>\n",
-              "      <td>1.143800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>23</td>\n",
-              "      <td>0.992600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>24</td>\n",
-              "      <td>0.750000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>25</td>\n",
-              "      <td>0.906800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>26</td>\n",
-              "      <td>1.290500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>27</td>\n",
-              "      <td>1.002900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>28</td>\n",
-              "      <td>1.043500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>29</td>\n",
-              "      <td>1.008400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>30</td>\n",
-              "      <td>0.872600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>31</td>\n",
-              "      <td>1.340400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>32</td>\n",
-              "      <td>0.912000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>33</td>\n",
-              "      <td>0.928100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>34</td>\n",
-              "      <td>0.892800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>35</td>\n",
-              "      <td>0.937100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>36</td>\n",
-              "      <td>0.873200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>37</td>\n",
-              "      <td>0.881400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>38</td>\n",
-              "      <td>0.904600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>39</td>\n",
-              "      <td>0.896700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>40</td>\n",
-              "      <td>0.953200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>41</td>\n",
-              "      <td>0.836100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>42</td>\n",
-              "      <td>0.608700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>43</td>\n",
-              "      <td>0.802000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>44</td>\n",
-              "      <td>1.118900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>45</td>\n",
-              "      <td>0.899300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>46</td>\n",
-              "      <td>0.909900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>47</td>\n",
-              "      <td>1.155800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>48</td>\n",
-              "      <td>0.973500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>49</td>\n",
-              "      <td>1.083500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>50</td>\n",
-              "      <td>1.017600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>51</td>\n",
-              "      <td>0.879500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>52</td>\n",
-              "      <td>0.883700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>53</td>\n",
-              "      <td>1.231100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>54</td>\n",
-              "      <td>0.830300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>55</td>\n",
-              "      <td>0.857300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>56</td>\n",
-              "      <td>1.034400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>57</td>\n",
-              "      <td>0.935500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>58</td>\n",
-              "      <td>1.318600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>59</td>\n",
-              "      <td>0.981600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>60</td>\n",
-              "      <td>1.060500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>61</td>\n",
-              "      <td>0.827900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>62</td>\n",
-              "      <td>0.911100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>63</td>\n",
-              "      <td>0.920800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>64</td>\n",
-              "      <td>0.956800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>65</td>\n",
-              "      <td>0.975700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>66</td>\n",
-              "      <td>1.177700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>67</td>\n",
-              "      <td>0.932700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>68</td>\n",
-              "      <td>0.987600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>69</td>\n",
-              "      <td>0.811600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>70</td>\n",
-              "      <td>0.676900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>71</td>\n",
-              "      <td>1.047300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>72</td>\n",
-              "      <td>0.872700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>73</td>\n",
-              "      <td>0.919200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>74</td>\n",
-              "      <td>0.869100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>75</td>\n",
-              "      <td>0.746000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>76</td>\n",
-              "      <td>0.700100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>77</td>\n",
-              "      <td>0.825800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>78</td>\n",
-              "      <td>0.754900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>79</td>\n",
-              "      <td>0.871700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>80</td>\n",
-              "      <td>1.100400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>81</td>\n",
-              "      <td>0.964700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>82</td>\n",
-              "      <td>0.711100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>83</td>\n",
-              "      <td>0.851900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>84</td>\n",
-              "      <td>0.766100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>85</td>\n",
-              "      <td>0.912600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>86</td>\n",
-              "      <td>0.737100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>87</td>\n",
-              "      <td>0.770400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>88</td>\n",
-              "      <td>0.879900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>89</td>\n",
-              "      <td>0.672700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>90</td>\n",
-              "      <td>0.792300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>91</td>\n",
-              "      <td>0.754800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>92</td>\n",
-              "      <td>0.953200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>93</td>\n",
-              "      <td>1.112900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>94</td>\n",
-              "      <td>1.055500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>95</td>\n",
-              "      <td>0.914700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>96</td>\n",
-              "      <td>0.656000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>97</td>\n",
-              "      <td>0.862700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>98</td>\n",
-              "      <td>0.571000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>99</td>\n",
-              "      <td>0.812200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>100</td>\n",
-              "      <td>1.007600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>101</td>\n",
-              "      <td>0.969100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>102</td>\n",
-              "      <td>0.919100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>103</td>\n",
-              "      <td>0.848700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>104</td>\n",
-              "      <td>0.642600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>105</td>\n",
-              "      <td>0.875500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>106</td>\n",
-              "      <td>1.080400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>107</td>\n",
-              "      <td>0.775300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>108</td>\n",
-              "      <td>0.731800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>109</td>\n",
-              "      <td>0.699500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>110</td>\n",
-              "      <td>0.835600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>111</td>\n",
-              "      <td>0.828400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>112</td>\n",
-              "      <td>0.873800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>113</td>\n",
-              "      <td>0.839700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>114</td>\n",
-              "      <td>0.761200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>115</td>\n",
-              "      <td>1.061600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>116</td>\n",
-              "      <td>0.845300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>117</td>\n",
-              "      <td>0.639400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>118</td>\n",
-              "      <td>0.660000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>119</td>\n",
-              "      <td>0.677700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>120</td>\n",
-              "      <td>0.613200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>121</td>\n",
-              "      <td>0.640100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>122</td>\n",
-              "      <td>0.671300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>123</td>\n",
-              "      <td>0.790600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>124</td>\n",
-              "      <td>0.893600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>125</td>\n",
-              "      <td>0.857200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>126</td>\n",
-              "      <td>0.874600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>127</td>\n",
-              "      <td>0.855000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>128</td>\n",
-              "      <td>0.837400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>129</td>\n",
-              "      <td>0.840200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>130</td>\n",
-              "      <td>0.712000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>131</td>\n",
-              "      <td>0.706100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>132</td>\n",
-              "      <td>0.780100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>133</td>\n",
-              "      <td>0.569700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>134</td>\n",
-              "      <td>0.655700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>135</td>\n",
-              "      <td>0.669400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>136</td>\n",
-              "      <td>0.665900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>137</td>\n",
-              "      <td>0.841700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>138</td>\n",
-              "      <td>0.743400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>139</td>\n",
-              "      <td>0.894100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>140</td>\n",
-              "      <td>0.812500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>141</td>\n",
-              "      <td>0.791300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>142</td>\n",
-              "      <td>0.783000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>143</td>\n",
-              "      <td>0.861300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>144</td>\n",
-              "      <td>0.715700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>145</td>\n",
-              "      <td>0.660600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>146</td>\n",
-              "      <td>0.823500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>147</td>\n",
-              "      <td>1.005900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>148</td>\n",
-              "      <td>0.828500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>149</td>\n",
-              "      <td>0.781200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>150</td>\n",
-              "      <td>1.025600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>151</td>\n",
-              "      <td>0.596600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>152</td>\n",
-              "      <td>0.821400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>153</td>\n",
-              "      <td>0.919400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>154</td>\n",
-              "      <td>0.862300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>155</td>\n",
-              "      <td>0.980600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>156</td>\n",
-              "      <td>0.983200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>157</td>\n",
-              "      <td>0.639200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>158</td>\n",
-              "      <td>0.742400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>159</td>\n",
-              "      <td>0.702600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>160</td>\n",
-              "      <td>0.627100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>161</td>\n",
-              "      <td>0.642400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>162</td>\n",
-              "      <td>0.753500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>163</td>\n",
-              "      <td>0.921200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>164</td>\n",
-              "      <td>0.923600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>165</td>\n",
-              "      <td>0.801500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>166</td>\n",
-              "      <td>0.788300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>167</td>\n",
-              "      <td>0.717100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>168</td>\n",
-              "      <td>0.765200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>169</td>\n",
-              "      <td>0.616000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>170</td>\n",
-              "      <td>0.710300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>171</td>\n",
-              "      <td>0.745500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>172</td>\n",
-              "      <td>0.766700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>173</td>\n",
-              "      <td>0.868000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>174</td>\n",
-              "      <td>0.692300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>175</td>\n",
-              "      <td>0.658000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>176</td>\n",
-              "      <td>0.759600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>177</td>\n",
-              "      <td>0.748700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>178</td>\n",
-              "      <td>0.806300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>179</td>\n",
-              "      <td>0.660600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>180</td>\n",
-              "      <td>0.783300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>181</td>\n",
-              "      <td>0.677900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>182</td>\n",
-              "      <td>0.677700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>183</td>\n",
-              "      <td>0.746600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>184</td>\n",
-              "      <td>0.800700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>185</td>\n",
-              "      <td>0.725600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>186</td>\n",
-              "      <td>0.796000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>187</td>\n",
-              "      <td>0.898700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>188</td>\n",
-              "      <td>0.628400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>189</td>\n",
-              "      <td>0.887000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>190</td>\n",
-              "      <td>0.799400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>191</td>\n",
-              "      <td>0.776100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>192</td>\n",
-              "      <td>0.677000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>193</td>\n",
-              "      <td>0.867800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>194</td>\n",
-              "      <td>0.954500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>195</td>\n",
-              "      <td>0.731700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>196</td>\n",
-              "      <td>0.794700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>197</td>\n",
-              "      <td>0.771100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>198</td>\n",
-              "      <td>0.773000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>199</td>\n",
-              "      <td>0.815200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>200</td>\n",
-              "      <td>0.657300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>201</td>\n",
-              "      <td>0.952300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>202</td>\n",
-              "      <td>0.594600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>203</td>\n",
-              "      <td>0.766500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>204</td>\n",
-              "      <td>0.773900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>205</td>\n",
-              "      <td>0.712400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>206</td>\n",
-              "      <td>0.660600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>207</td>\n",
-              "      <td>0.668600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>208</td>\n",
-              "      <td>0.710400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>209</td>\n",
-              "      <td>0.761200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>210</td>\n",
-              "      <td>0.772200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>211</td>\n",
-              "      <td>0.656600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>212</td>\n",
-              "      <td>0.811700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>213</td>\n",
-              "      <td>0.633200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>214</td>\n",
-              "      <td>0.786700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>215</td>\n",
-              "      <td>0.769200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>216</td>\n",
-              "      <td>0.769600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>217</td>\n",
-              "      <td>0.755400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>218</td>\n",
-              "      <td>0.923100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>219</td>\n",
-              "      <td>0.807100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>220</td>\n",
-              "      <td>0.720600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>221</td>\n",
-              "      <td>0.817400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>222</td>\n",
-              "      <td>0.837400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>223</td>\n",
-              "      <td>0.668800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>224</td>\n",
-              "      <td>0.730400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>225</td>\n",
-              "      <td>0.924400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>226</td>\n",
-              "      <td>0.757900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>227</td>\n",
-              "      <td>0.767100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>228</td>\n",
-              "      <td>0.770800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>229</td>\n",
-              "      <td>0.703600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>230</td>\n",
-              "      <td>0.736900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>231</td>\n",
-              "      <td>0.901800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>232</td>\n",
-              "      <td>0.792400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>233</td>\n",
-              "      <td>0.732800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>234</td>\n",
-              "      <td>0.668200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>235</td>\n",
-              "      <td>0.702300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>236</td>\n",
-              "      <td>0.969200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>237</td>\n",
-              "      <td>0.744400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>238</td>\n",
-              "      <td>0.741800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>239</td>\n",
-              "      <td>0.630100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>240</td>\n",
-              "      <td>0.748700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>241</td>\n",
-              "      <td>0.856900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>242</td>\n",
-              "      <td>0.549900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>243</td>\n",
-              "      <td>0.770100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>244</td>\n",
-              "      <td>0.671500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>245</td>\n",
-              "      <td>0.740300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>246</td>\n",
-              "      <td>0.625700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>247</td>\n",
-              "      <td>0.697400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>248</td>\n",
-              "      <td>0.729700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>249</td>\n",
-              "      <td>0.720600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>250</td>\n",
-              "      <td>0.934300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>251</td>\n",
-              "      <td>0.776900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>252</td>\n",
-              "      <td>0.780900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>253</td>\n",
-              "      <td>0.801100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>254</td>\n",
-              "      <td>0.767100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>255</td>\n",
-              "      <td>0.737600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>256</td>\n",
-              "      <td>0.786400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>257</td>\n",
-              "      <td>0.735500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>258</td>\n",
-              "      <td>0.783800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>259</td>\n",
-              "      <td>0.821400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>260</td>\n",
-              "      <td>0.681400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>261</td>\n",
-              "      <td>0.779400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>262</td>\n",
-              "      <td>0.698700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>263</td>\n",
-              "      <td>0.623000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>264</td>\n",
-              "      <td>0.930300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>265</td>\n",
-              "      <td>0.739600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>266</td>\n",
-              "      <td>0.802000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>267</td>\n",
-              "      <td>0.695900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>268</td>\n",
-              "      <td>0.825100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>269</td>\n",
-              "      <td>0.669800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>270</td>\n",
-              "      <td>0.642100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>271</td>\n",
-              "      <td>0.617300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>272</td>\n",
-              "      <td>0.658500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>273</td>\n",
-              "      <td>0.707000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>274</td>\n",
-              "      <td>0.678100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>275</td>\n",
-              "      <td>0.703100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>276</td>\n",
-              "      <td>0.791600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>277</td>\n",
-              "      <td>0.659100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>278</td>\n",
-              "      <td>0.701900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>279</td>\n",
-              "      <td>0.792100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>280</td>\n",
-              "      <td>0.748900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>281</td>\n",
-              "      <td>0.844200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>282</td>\n",
-              "      <td>0.755600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>283</td>\n",
-              "      <td>0.760500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>284</td>\n",
-              "      <td>0.736900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>285</td>\n",
-              "      <td>0.705200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>286</td>\n",
-              "      <td>0.752400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>287</td>\n",
-              "      <td>0.741300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>288</td>\n",
-              "      <td>0.656200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>289</td>\n",
-              "      <td>0.659100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>290</td>\n",
-              "      <td>0.465700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>291</td>\n",
-              "      <td>0.595100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>292</td>\n",
-              "      <td>0.680500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>293</td>\n",
-              "      <td>0.758800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>294</td>\n",
-              "      <td>0.740500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>295</td>\n",
-              "      <td>0.548900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>296</td>\n",
-              "      <td>0.796800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>297</td>\n",
-              "      <td>0.788100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>298</td>\n",
-              "      <td>0.725200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>299</td>\n",
-              "      <td>0.783100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>300</td>\n",
-              "      <td>0.705600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>301</td>\n",
-              "      <td>0.836300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>302</td>\n",
-              "      <td>0.622000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>303</td>\n",
-              "      <td>0.798000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>304</td>\n",
-              "      <td>0.635200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>305</td>\n",
-              "      <td>0.803400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>306</td>\n",
-              "      <td>0.528200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>307</td>\n",
-              "      <td>1.078000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>308</td>\n",
-              "      <td>0.658800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>309</td>\n",
-              "      <td>0.846100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>310</td>\n",
-              "      <td>0.663800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>311</td>\n",
-              "      <td>0.894500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>312</td>\n",
-              "      <td>0.516800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>313</td>\n",
-              "      <td>0.748200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>314</td>\n",
-              "      <td>0.874200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>315</td>\n",
-              "      <td>0.788400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>316</td>\n",
-              "      <td>0.538800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>317</td>\n",
-              "      <td>0.847000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>318</td>\n",
-              "      <td>0.900700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>319</td>\n",
-              "      <td>0.559400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>320</td>\n",
-              "      <td>0.713300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>321</td>\n",
-              "      <td>0.577100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>322</td>\n",
-              "      <td>0.654200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>323</td>\n",
-              "      <td>0.675800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>324</td>\n",
-              "      <td>0.743000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>325</td>\n",
-              "      <td>0.989100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>326</td>\n",
-              "      <td>0.754100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>327</td>\n",
-              "      <td>0.818300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>328</td>\n",
-              "      <td>0.732700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>329</td>\n",
-              "      <td>0.823200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>330</td>\n",
-              "      <td>0.664300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>331</td>\n",
-              "      <td>0.878300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>332</td>\n",
-              "      <td>0.880300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>333</td>\n",
-              "      <td>0.996600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>334</td>\n",
-              "      <td>0.693500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>335</td>\n",
-              "      <td>0.793600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>336</td>\n",
-              "      <td>0.843100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>337</td>\n",
-              "      <td>0.736400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>338</td>\n",
-              "      <td>0.774500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>339</td>\n",
-              "      <td>0.812000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>340</td>\n",
-              "      <td>0.788100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>341</td>\n",
-              "      <td>0.746800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>342</td>\n",
-              "      <td>0.580100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>343</td>\n",
-              "      <td>0.789100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>344</td>\n",
-              "      <td>0.668200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>345</td>\n",
-              "      <td>0.694800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>346</td>\n",
-              "      <td>0.787000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>347</td>\n",
-              "      <td>0.711400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>348</td>\n",
-              "      <td>0.798400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>349</td>\n",
-              "      <td>0.655800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>350</td>\n",
-              "      <td>0.678100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>351</td>\n",
-              "      <td>0.742300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>352</td>\n",
-              "      <td>0.836900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>353</td>\n",
-              "      <td>0.744600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>354</td>\n",
-              "      <td>0.759000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>355</td>\n",
-              "      <td>0.601600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>356</td>\n",
-              "      <td>0.689300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>357</td>\n",
-              "      <td>0.732000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>358</td>\n",
-              "      <td>0.706000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>359</td>\n",
-              "      <td>0.639500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>360</td>\n",
-              "      <td>0.673100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>361</td>\n",
-              "      <td>0.660300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>362</td>\n",
-              "      <td>0.852100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>363</td>\n",
-              "      <td>0.557200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>364</td>\n",
-              "      <td>0.718300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>365</td>\n",
-              "      <td>0.932100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>366</td>\n",
-              "      <td>0.897200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>367</td>\n",
-              "      <td>0.584300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>368</td>\n",
-              "      <td>1.039800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>369</td>\n",
-              "      <td>0.726100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>370</td>\n",
-              "      <td>0.906500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>371</td>\n",
-              "      <td>0.763300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>372</td>\n",
-              "      <td>0.553600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>373</td>\n",
-              "      <td>0.833100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>374</td>\n",
-              "      <td>0.710500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>375</td>\n",
-              "      <td>0.716400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>376</td>\n",
-              "      <td>0.621400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>377</td>\n",
-              "      <td>0.814400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>378</td>\n",
-              "      <td>0.777500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>379</td>\n",
-              "      <td>0.684900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>380</td>\n",
-              "      <td>0.576800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>381</td>\n",
-              "      <td>0.625200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>382</td>\n",
-              "      <td>0.806900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>383</td>\n",
-              "      <td>0.599400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>384</td>\n",
-              "      <td>0.700600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>385</td>\n",
-              "      <td>0.633600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>386</td>\n",
-              "      <td>0.765200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>387</td>\n",
-              "      <td>0.716700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>388</td>\n",
-              "      <td>0.616200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>389</td>\n",
-              "      <td>0.978300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>390</td>\n",
-              "      <td>0.637100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>391</td>\n",
-              "      <td>0.761000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>392</td>\n",
-              "      <td>0.655900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>393</td>\n",
-              "      <td>0.753400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>394</td>\n",
-              "      <td>0.650600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>395</td>\n",
-              "      <td>0.660400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>396</td>\n",
-              "      <td>0.974600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>397</td>\n",
-              "      <td>0.689300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>398</td>\n",
-              "      <td>0.710900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>399</td>\n",
-              "      <td>0.814000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>400</td>\n",
-              "      <td>0.700500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>401</td>\n",
-              "      <td>0.632300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>402</td>\n",
-              "      <td>0.649000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>403</td>\n",
-              "      <td>0.818900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>404</td>\n",
-              "      <td>0.759000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>405</td>\n",
-              "      <td>0.835400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>406</td>\n",
-              "      <td>0.682800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>407</td>\n",
-              "      <td>0.814300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>408</td>\n",
-              "      <td>0.787800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>409</td>\n",
-              "      <td>0.726100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>410</td>\n",
-              "      <td>0.844800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>411</td>\n",
-              "      <td>0.685100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>412</td>\n",
-              "      <td>0.748200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>413</td>\n",
-              "      <td>0.664600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>414</td>\n",
-              "      <td>0.900100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>415</td>\n",
-              "      <td>0.699100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>416</td>\n",
-              "      <td>0.703400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>417</td>\n",
-              "      <td>0.802300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>418</td>\n",
-              "      <td>0.681800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>419</td>\n",
-              "      <td>0.508100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>420</td>\n",
-              "      <td>0.623100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>421</td>\n",
-              "      <td>0.765600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>422</td>\n",
-              "      <td>1.003600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>423</td>\n",
-              "      <td>0.644300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>424</td>\n",
-              "      <td>0.629500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>425</td>\n",
-              "      <td>0.654600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>426</td>\n",
-              "      <td>0.885200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>427</td>\n",
-              "      <td>0.947100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>428</td>\n",
-              "      <td>0.774800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>429</td>\n",
-              "      <td>0.783800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>430</td>\n",
-              "      <td>0.725600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>431</td>\n",
-              "      <td>0.602600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>432</td>\n",
-              "      <td>0.704000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>433</td>\n",
-              "      <td>0.911800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>434</td>\n",
-              "      <td>0.790300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>435</td>\n",
-              "      <td>0.671400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>436</td>\n",
-              "      <td>0.741900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>437</td>\n",
-              "      <td>0.726500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>438</td>\n",
-              "      <td>0.751600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>439</td>\n",
-              "      <td>0.699400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>440</td>\n",
-              "      <td>0.659100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>441</td>\n",
-              "      <td>0.740000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>442</td>\n",
-              "      <td>0.692300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>443</td>\n",
-              "      <td>0.628200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>444</td>\n",
-              "      <td>0.685400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>445</td>\n",
-              "      <td>0.747800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>446</td>\n",
-              "      <td>0.893200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>447</td>\n",
-              "      <td>0.735800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>448</td>\n",
-              "      <td>0.764500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>449</td>\n",
-              "      <td>0.710500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>450</td>\n",
-              "      <td>0.703700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>451</td>\n",
-              "      <td>0.708900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>452</td>\n",
-              "      <td>0.713000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>453</td>\n",
-              "      <td>0.797300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>454</td>\n",
-              "      <td>0.757300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>455</td>\n",
-              "      <td>0.749700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>456</td>\n",
-              "      <td>0.721100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>457</td>\n",
-              "      <td>0.752200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>458</td>\n",
-              "      <td>0.686000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>459</td>\n",
-              "      <td>0.694700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>460</td>\n",
-              "      <td>0.647300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>461</td>\n",
-              "      <td>0.621300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>462</td>\n",
-              "      <td>0.808900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>463</td>\n",
-              "      <td>0.701200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>464</td>\n",
-              "      <td>0.821700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>465</td>\n",
-              "      <td>0.669200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>466</td>\n",
-              "      <td>0.775500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>467</td>\n",
-              "      <td>0.797300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>468</td>\n",
-              "      <td>0.671300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>469</td>\n",
-              "      <td>0.701900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>470</td>\n",
-              "      <td>0.837500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>471</td>\n",
-              "      <td>0.637700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>472</td>\n",
-              "      <td>0.607500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>473</td>\n",
-              "      <td>0.932400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>474</td>\n",
-              "      <td>0.679800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>475</td>\n",
-              "      <td>0.887500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>476</td>\n",
-              "      <td>0.839900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>477</td>\n",
-              "      <td>0.621900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>478</td>\n",
-              "      <td>0.737300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>479</td>\n",
-              "      <td>0.560500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>480</td>\n",
-              "      <td>0.709800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>481</td>\n",
-              "      <td>0.878100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>482</td>\n",
-              "      <td>0.707700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>483</td>\n",
-              "      <td>0.748800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>484</td>\n",
-              "      <td>0.743800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>485</td>\n",
-              "      <td>0.658800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>486</td>\n",
-              "      <td>0.822900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>487</td>\n",
-              "      <td>0.751600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>488</td>\n",
-              "      <td>0.716200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>489</td>\n",
-              "      <td>0.668500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>490</td>\n",
-              "      <td>0.671100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>491</td>\n",
-              "      <td>0.903500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>492</td>\n",
-              "      <td>0.859400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>493</td>\n",
-              "      <td>0.913900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>494</td>\n",
-              "      <td>0.739100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>495</td>\n",
-              "      <td>0.738300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>496</td>\n",
-              "      <td>0.689400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>497</td>\n",
-              "      <td>0.652300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>498</td>\n",
-              "      <td>0.597900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>499</td>\n",
-              "      <td>0.721600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>500</td>\n",
-              "      <td>0.620400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>501</td>\n",
-              "      <td>0.695000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>502</td>\n",
-              "      <td>0.589800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>503</td>\n",
-              "      <td>0.624600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>504</td>\n",
-              "      <td>0.687600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>505</td>\n",
-              "      <td>0.619400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>506</td>\n",
-              "      <td>0.800000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>507</td>\n",
-              "      <td>0.650400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>508</td>\n",
-              "      <td>0.662100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>509</td>\n",
-              "      <td>0.682100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>510</td>\n",
-              "      <td>0.649100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>511</td>\n",
-              "      <td>0.604800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>512</td>\n",
-              "      <td>0.703200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>513</td>\n",
-              "      <td>0.547400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>514</td>\n",
-              "      <td>0.923900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>515</td>\n",
-              "      <td>0.716000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>516</td>\n",
-              "      <td>0.680500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>517</td>\n",
-              "      <td>0.763700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>518</td>\n",
-              "      <td>0.723600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>519</td>\n",
-              "      <td>0.823900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>520</td>\n",
-              "      <td>0.651900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>521</td>\n",
-              "      <td>0.829700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>522</td>\n",
-              "      <td>0.661900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>523</td>\n",
-              "      <td>0.859100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>524</td>\n",
-              "      <td>0.696200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>525</td>\n",
-              "      <td>0.703200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>526</td>\n",
-              "      <td>0.841100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>527</td>\n",
-              "      <td>0.827700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>528</td>\n",
-              "      <td>0.633100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>529</td>\n",
-              "      <td>0.578000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>530</td>\n",
-              "      <td>0.636600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>531</td>\n",
-              "      <td>0.849400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>532</td>\n",
-              "      <td>0.771100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>533</td>\n",
-              "      <td>0.732900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>534</td>\n",
-              "      <td>0.652400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>535</td>\n",
-              "      <td>0.608200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>536</td>\n",
-              "      <td>0.690900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>537</td>\n",
-              "      <td>0.561200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>538</td>\n",
-              "      <td>0.667800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>539</td>\n",
-              "      <td>0.785700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>540</td>\n",
-              "      <td>0.639800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>541</td>\n",
-              "      <td>0.796900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>542</td>\n",
-              "      <td>0.730600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>543</td>\n",
-              "      <td>0.584700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>544</td>\n",
-              "      <td>0.789700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>545</td>\n",
-              "      <td>0.708500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>546</td>\n",
-              "      <td>0.823200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>547</td>\n",
-              "      <td>0.624900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>548</td>\n",
-              "      <td>0.715200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>549</td>\n",
-              "      <td>0.687200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>550</td>\n",
-              "      <td>0.797800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>551</td>\n",
-              "      <td>0.770200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>552</td>\n",
-              "      <td>0.703100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>553</td>\n",
-              "      <td>0.908500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>554</td>\n",
-              "      <td>0.737200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>555</td>\n",
-              "      <td>0.806100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>556</td>\n",
-              "      <td>0.613700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>557</td>\n",
-              "      <td>0.594100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>558</td>\n",
-              "      <td>0.818800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>559</td>\n",
-              "      <td>0.708800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>560</td>\n",
-              "      <td>0.658400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>561</td>\n",
-              "      <td>0.687600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>562</td>\n",
-              "      <td>0.944600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>563</td>\n",
-              "      <td>0.810400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>564</td>\n",
-              "      <td>1.115300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>565</td>\n",
-              "      <td>0.817700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>566</td>\n",
-              "      <td>0.589600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>567</td>\n",
-              "      <td>0.763000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>568</td>\n",
-              "      <td>0.736400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>569</td>\n",
-              "      <td>0.909400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>570</td>\n",
-              "      <td>0.631700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>571</td>\n",
-              "      <td>0.684100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>572</td>\n",
-              "      <td>0.642700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>573</td>\n",
-              "      <td>0.627900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>574</td>\n",
-              "      <td>0.764300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>575</td>\n",
-              "      <td>0.676700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>576</td>\n",
-              "      <td>0.584700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>577</td>\n",
-              "      <td>0.607900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>578</td>\n",
-              "      <td>0.601500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>579</td>\n",
-              "      <td>0.854200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>580</td>\n",
-              "      <td>0.836200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>581</td>\n",
-              "      <td>0.684000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>582</td>\n",
-              "      <td>0.555200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>583</td>\n",
-              "      <td>0.882500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>584</td>\n",
-              "      <td>0.649400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>585</td>\n",
-              "      <td>0.613400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>586</td>\n",
-              "      <td>0.639000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>587</td>\n",
-              "      <td>0.763800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>588</td>\n",
-              "      <td>0.751500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>589</td>\n",
-              "      <td>0.583700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>590</td>\n",
-              "      <td>0.804900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>591</td>\n",
-              "      <td>0.764000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>592</td>\n",
-              "      <td>0.710600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>593</td>\n",
-              "      <td>0.674000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>594</td>\n",
-              "      <td>0.746000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>595</td>\n",
-              "      <td>0.810900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>596</td>\n",
-              "      <td>0.755700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>597</td>\n",
-              "      <td>0.709500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>598</td>\n",
-              "      <td>0.678700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>599</td>\n",
-              "      <td>0.809600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>600</td>\n",
-              "      <td>0.733300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>601</td>\n",
-              "      <td>0.836400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>602</td>\n",
-              "      <td>0.595700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>603</td>\n",
-              "      <td>0.652200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>604</td>\n",
-              "      <td>0.833700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>605</td>\n",
-              "      <td>0.659400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>606</td>\n",
-              "      <td>0.701500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>607</td>\n",
-              "      <td>0.714800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>608</td>\n",
-              "      <td>0.717100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>609</td>\n",
-              "      <td>0.694900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>610</td>\n",
-              "      <td>0.706200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>611</td>\n",
-              "      <td>0.549200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>612</td>\n",
-              "      <td>0.647500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>613</td>\n",
-              "      <td>0.776300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>614</td>\n",
-              "      <td>0.796000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>615</td>\n",
-              "      <td>0.599400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>616</td>\n",
-              "      <td>0.561800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>617</td>\n",
-              "      <td>0.655300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>618</td>\n",
-              "      <td>0.917100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>619</td>\n",
-              "      <td>0.703100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>620</td>\n",
-              "      <td>0.674900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>621</td>\n",
-              "      <td>0.794600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>622</td>\n",
-              "      <td>0.676900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>623</td>\n",
-              "      <td>0.658700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>624</td>\n",
-              "      <td>0.711600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>625</td>\n",
-              "      <td>0.627800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>626</td>\n",
-              "      <td>0.994300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>627</td>\n",
-              "      <td>0.804800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>628</td>\n",
-              "      <td>0.786600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>629</td>\n",
-              "      <td>0.630000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>630</td>\n",
-              "      <td>0.588300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>631</td>\n",
-              "      <td>0.746900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>632</td>\n",
-              "      <td>0.648800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>633</td>\n",
-              "      <td>0.967800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>634</td>\n",
-              "      <td>0.610000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>635</td>\n",
-              "      <td>0.565700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>636</td>\n",
-              "      <td>0.551800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>637</td>\n",
-              "      <td>0.593600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>638</td>\n",
-              "      <td>0.821000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>639</td>\n",
-              "      <td>0.789300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>640</td>\n",
-              "      <td>0.562600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>641</td>\n",
-              "      <td>0.558300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>642</td>\n",
-              "      <td>0.679500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>643</td>\n",
-              "      <td>0.631600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>644</td>\n",
-              "      <td>0.632600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>645</td>\n",
-              "      <td>0.517500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>646</td>\n",
-              "      <td>0.560200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>647</td>\n",
-              "      <td>0.797700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>648</td>\n",
-              "      <td>0.934900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>649</td>\n",
-              "      <td>0.590000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>650</td>\n",
-              "      <td>0.628200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>651</td>\n",
-              "      <td>0.849400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>652</td>\n",
-              "      <td>0.823200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>653</td>\n",
-              "      <td>0.568700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>654</td>\n",
-              "      <td>0.789600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>655</td>\n",
-              "      <td>0.843400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>656</td>\n",
-              "      <td>0.704400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>657</td>\n",
-              "      <td>0.620200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>658</td>\n",
-              "      <td>0.593000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>659</td>\n",
-              "      <td>0.736900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>660</td>\n",
-              "      <td>0.727200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>661</td>\n",
-              "      <td>0.567400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>662</td>\n",
-              "      <td>0.673400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>663</td>\n",
-              "      <td>0.619400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>664</td>\n",
-              "      <td>0.719600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>665</td>\n",
-              "      <td>0.965400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>666</td>\n",
-              "      <td>0.722700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>667</td>\n",
-              "      <td>0.768800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>668</td>\n",
-              "      <td>0.781900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>669</td>\n",
-              "      <td>0.561600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>670</td>\n",
-              "      <td>0.683700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>671</td>\n",
-              "      <td>0.749500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>672</td>\n",
-              "      <td>0.702600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>673</td>\n",
-              "      <td>0.503000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>674</td>\n",
-              "      <td>0.654800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>675</td>\n",
-              "      <td>0.689100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>676</td>\n",
-              "      <td>0.655700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>677</td>\n",
-              "      <td>0.920400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>678</td>\n",
-              "      <td>0.610400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>679</td>\n",
-              "      <td>0.581000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>680</td>\n",
-              "      <td>0.629700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>681</td>\n",
-              "      <td>0.758500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>682</td>\n",
-              "      <td>0.777400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>683</td>\n",
-              "      <td>0.693900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>684</td>\n",
-              "      <td>0.666300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>685</td>\n",
-              "      <td>0.684700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>686</td>\n",
-              "      <td>0.650200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>687</td>\n",
-              "      <td>0.666900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>688</td>\n",
-              "      <td>1.007900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>689</td>\n",
-              "      <td>0.602300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>690</td>\n",
-              "      <td>0.673900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>691</td>\n",
-              "      <td>0.616700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>692</td>\n",
-              "      <td>0.635000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>693</td>\n",
-              "      <td>0.696600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>694</td>\n",
-              "      <td>0.809100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>695</td>\n",
-              "      <td>0.768400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>696</td>\n",
-              "      <td>0.610100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>697</td>\n",
-              "      <td>0.610200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>698</td>\n",
-              "      <td>0.695100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>699</td>\n",
-              "      <td>0.714400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>700</td>\n",
-              "      <td>0.797900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>701</td>\n",
-              "      <td>0.621100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>702</td>\n",
-              "      <td>0.741400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>703</td>\n",
-              "      <td>0.649700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>704</td>\n",
-              "      <td>0.735200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>705</td>\n",
-              "      <td>0.835200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>706</td>\n",
-              "      <td>0.569300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>707</td>\n",
-              "      <td>0.621400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>708</td>\n",
-              "      <td>0.721100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>709</td>\n",
-              "      <td>0.610400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>710</td>\n",
-              "      <td>0.578600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>711</td>\n",
-              "      <td>0.701500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>712</td>\n",
-              "      <td>0.713700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>713</td>\n",
-              "      <td>0.581200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>714</td>\n",
-              "      <td>0.634800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>715</td>\n",
-              "      <td>0.669800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>716</td>\n",
-              "      <td>0.617500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>717</td>\n",
-              "      <td>0.786500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>718</td>\n",
-              "      <td>0.678600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>719</td>\n",
-              "      <td>0.651300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>720</td>\n",
-              "      <td>0.763600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>721</td>\n",
-              "      <td>0.861700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>722</td>\n",
-              "      <td>0.787900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>723</td>\n",
-              "      <td>0.911100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>724</td>\n",
-              "      <td>0.653700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>725</td>\n",
-              "      <td>0.797700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>726</td>\n",
-              "      <td>0.787800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>727</td>\n",
-              "      <td>0.822900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>728</td>\n",
-              "      <td>0.718400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>729</td>\n",
-              "      <td>0.657600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>730</td>\n",
-              "      <td>0.698200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>731</td>\n",
-              "      <td>0.570400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>732</td>\n",
-              "      <td>0.634900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>733</td>\n",
-              "      <td>0.722700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>734</td>\n",
-              "      <td>0.663500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>735</td>\n",
-              "      <td>0.628000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>736</td>\n",
-              "      <td>0.588500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>737</td>\n",
-              "      <td>0.651700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>738</td>\n",
-              "      <td>0.506700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>739</td>\n",
-              "      <td>0.643700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>740</td>\n",
-              "      <td>0.596300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>741</td>\n",
-              "      <td>0.748700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>742</td>\n",
-              "      <td>0.863800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>743</td>\n",
-              "      <td>0.624200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>744</td>\n",
-              "      <td>0.624600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>745</td>\n",
-              "      <td>0.734400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>746</td>\n",
-              "      <td>0.519000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>747</td>\n",
-              "      <td>0.598800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>748</td>\n",
-              "      <td>0.707700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>749</td>\n",
-              "      <td>0.652600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>750</td>\n",
-              "      <td>0.754700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>751</td>\n",
-              "      <td>0.605900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>752</td>\n",
-              "      <td>0.724600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>753</td>\n",
-              "      <td>0.671800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>754</td>\n",
-              "      <td>0.863500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>755</td>\n",
-              "      <td>1.059700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>756</td>\n",
-              "      <td>0.820900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>757</td>\n",
-              "      <td>0.835600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>758</td>\n",
-              "      <td>0.618100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>759</td>\n",
-              "      <td>0.544700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>760</td>\n",
-              "      <td>0.619600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>761</td>\n",
-              "      <td>0.663900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>762</td>\n",
-              "      <td>0.713900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>763</td>\n",
-              "      <td>0.660900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>764</td>\n",
-              "      <td>0.600300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>765</td>\n",
-              "      <td>1.025800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>766</td>\n",
-              "      <td>0.580800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>767</td>\n",
-              "      <td>0.627300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>768</td>\n",
-              "      <td>0.691300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>769</td>\n",
-              "      <td>0.735000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>770</td>\n",
-              "      <td>0.647400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>771</td>\n",
-              "      <td>0.672000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>772</td>\n",
-              "      <td>0.581300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>773</td>\n",
-              "      <td>0.616600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>774</td>\n",
-              "      <td>0.569200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>775</td>\n",
-              "      <td>0.662400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>776</td>\n",
-              "      <td>0.949900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>777</td>\n",
-              "      <td>0.801500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>778</td>\n",
-              "      <td>0.745400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>779</td>\n",
-              "      <td>0.795700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>780</td>\n",
-              "      <td>0.690300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>781</td>\n",
-              "      <td>0.631900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>782</td>\n",
-              "      <td>0.792200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>783</td>\n",
-              "      <td>0.727000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>784</td>\n",
-              "      <td>0.656500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>785</td>\n",
-              "      <td>0.794200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>786</td>\n",
-              "      <td>0.837400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>787</td>\n",
-              "      <td>0.820100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>788</td>\n",
-              "      <td>0.525300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>789</td>\n",
-              "      <td>0.686800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>790</td>\n",
-              "      <td>0.884300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>791</td>\n",
-              "      <td>0.611900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>792</td>\n",
-              "      <td>0.647100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>793</td>\n",
-              "      <td>0.516500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>794</td>\n",
-              "      <td>0.588300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>795</td>\n",
-              "      <td>0.732400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>796</td>\n",
-              "      <td>0.591600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>797</td>\n",
-              "      <td>0.568600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>798</td>\n",
-              "      <td>0.682300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>799</td>\n",
-              "      <td>0.839200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>800</td>\n",
-              "      <td>0.677900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>801</td>\n",
-              "      <td>0.623800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>802</td>\n",
-              "      <td>0.678900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>803</td>\n",
-              "      <td>0.622200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>804</td>\n",
-              "      <td>0.545700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>805</td>\n",
-              "      <td>0.849200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>806</td>\n",
-              "      <td>0.570400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>807</td>\n",
-              "      <td>0.579200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>808</td>\n",
-              "      <td>0.623700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>809</td>\n",
-              "      <td>0.573900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>810</td>\n",
-              "      <td>0.525900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>811</td>\n",
-              "      <td>0.653700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>812</td>\n",
-              "      <td>0.579600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>813</td>\n",
-              "      <td>0.762700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>814</td>\n",
-              "      <td>0.602100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>815</td>\n",
-              "      <td>0.687600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>816</td>\n",
-              "      <td>0.806100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>817</td>\n",
-              "      <td>0.776700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>818</td>\n",
-              "      <td>0.687400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>819</td>\n",
-              "      <td>0.851100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>820</td>\n",
-              "      <td>0.552100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>821</td>\n",
-              "      <td>0.872600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>822</td>\n",
-              "      <td>0.810000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>823</td>\n",
-              "      <td>0.761000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>824</td>\n",
-              "      <td>0.830800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>825</td>\n",
-              "      <td>0.598300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>826</td>\n",
-              "      <td>0.727700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>827</td>\n",
-              "      <td>0.719200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>828</td>\n",
-              "      <td>0.694400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>829</td>\n",
-              "      <td>0.937300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>830</td>\n",
-              "      <td>0.757100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>831</td>\n",
-              "      <td>0.930500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>832</td>\n",
-              "      <td>0.801100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>833</td>\n",
-              "      <td>0.652100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>834</td>\n",
-              "      <td>0.777300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>835</td>\n",
-              "      <td>0.741900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>836</td>\n",
-              "      <td>0.565000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>837</td>\n",
-              "      <td>0.572400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>838</td>\n",
-              "      <td>0.628300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>839</td>\n",
-              "      <td>0.650900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>840</td>\n",
-              "      <td>0.729900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>841</td>\n",
-              "      <td>0.734600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>842</td>\n",
-              "      <td>0.750400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>843</td>\n",
-              "      <td>0.769100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>844</td>\n",
-              "      <td>0.572200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>845</td>\n",
-              "      <td>0.947500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>846</td>\n",
-              "      <td>0.794500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>847</td>\n",
-              "      <td>0.581200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>848</td>\n",
-              "      <td>0.577100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>849</td>\n",
-              "      <td>0.802400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>850</td>\n",
-              "      <td>0.660500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>851</td>\n",
-              "      <td>0.698400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>852</td>\n",
-              "      <td>0.911800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>853</td>\n",
-              "      <td>0.863500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>854</td>\n",
-              "      <td>0.619900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>855</td>\n",
-              "      <td>0.624000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>856</td>\n",
-              "      <td>0.659300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>857</td>\n",
-              "      <td>0.653400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>858</td>\n",
-              "      <td>0.585600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>859</td>\n",
-              "      <td>0.720300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>860</td>\n",
-              "      <td>0.708800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>861</td>\n",
-              "      <td>0.762200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>862</td>\n",
-              "      <td>0.897600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>863</td>\n",
-              "      <td>0.714200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>864</td>\n",
-              "      <td>0.933800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>865</td>\n",
-              "      <td>0.836300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>866</td>\n",
-              "      <td>0.548400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>867</td>\n",
-              "      <td>0.762100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>868</td>\n",
-              "      <td>0.807900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>869</td>\n",
-              "      <td>0.596300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>870</td>\n",
-              "      <td>0.525300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>871</td>\n",
-              "      <td>0.649900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>872</td>\n",
-              "      <td>0.750700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>873</td>\n",
-              "      <td>0.734400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>874</td>\n",
-              "      <td>0.924300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>875</td>\n",
-              "      <td>0.715700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>876</td>\n",
-              "      <td>0.681400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>877</td>\n",
-              "      <td>0.629000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>878</td>\n",
-              "      <td>0.627900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>879</td>\n",
-              "      <td>0.644300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>880</td>\n",
-              "      <td>0.509200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>881</td>\n",
-              "      <td>0.726600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>882</td>\n",
-              "      <td>0.655400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>883</td>\n",
-              "      <td>0.554700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>884</td>\n",
-              "      <td>0.957100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>885</td>\n",
-              "      <td>0.831700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>886</td>\n",
-              "      <td>0.599700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>887</td>\n",
-              "      <td>0.811400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>888</td>\n",
-              "      <td>0.830300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>889</td>\n",
-              "      <td>0.598800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>890</td>\n",
-              "      <td>0.643800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>891</td>\n",
-              "      <td>0.740600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>892</td>\n",
-              "      <td>0.647800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>893</td>\n",
-              "      <td>1.017900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>894</td>\n",
-              "      <td>0.651000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>895</td>\n",
-              "      <td>0.721000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>896</td>\n",
-              "      <td>0.573700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>897</td>\n",
-              "      <td>0.740300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>898</td>\n",
-              "      <td>0.620400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>899</td>\n",
-              "      <td>0.626200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>900</td>\n",
-              "      <td>0.677200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>901</td>\n",
-              "      <td>0.599800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>902</td>\n",
-              "      <td>0.630800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>903</td>\n",
-              "      <td>0.603100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>904</td>\n",
-              "      <td>0.978300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>905</td>\n",
-              "      <td>0.554000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>906</td>\n",
-              "      <td>0.658300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>907</td>\n",
-              "      <td>0.654800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>908</td>\n",
-              "      <td>0.783100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>909</td>\n",
-              "      <td>0.546500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>910</td>\n",
-              "      <td>0.828100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>911</td>\n",
-              "      <td>0.699800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>912</td>\n",
-              "      <td>0.648300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>913</td>\n",
-              "      <td>0.657300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>914</td>\n",
-              "      <td>0.743400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>915</td>\n",
-              "      <td>1.099500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>916</td>\n",
-              "      <td>0.855200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>917</td>\n",
-              "      <td>0.980800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>918</td>\n",
-              "      <td>0.812100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>919</td>\n",
-              "      <td>0.752600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>920</td>\n",
-              "      <td>0.649700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>921</td>\n",
-              "      <td>0.681800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>922</td>\n",
-              "      <td>0.712700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>923</td>\n",
-              "      <td>0.636700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>924</td>\n",
-              "      <td>0.815600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>925</td>\n",
-              "      <td>0.640000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>926</td>\n",
-              "      <td>0.663700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>927</td>\n",
-              "      <td>0.514900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>928</td>\n",
-              "      <td>0.584300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>929</td>\n",
-              "      <td>0.696000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>930</td>\n",
-              "      <td>0.666000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>931</td>\n",
-              "      <td>0.695600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>932</td>\n",
-              "      <td>0.713700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>933</td>\n",
-              "      <td>0.803300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>934</td>\n",
-              "      <td>0.743700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>935</td>\n",
-              "      <td>0.628600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>936</td>\n",
-              "      <td>0.679800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>937</td>\n",
-              "      <td>0.514800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>938</td>\n",
-              "      <td>0.750300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>939</td>\n",
-              "      <td>0.627500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>940</td>\n",
-              "      <td>0.658200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>941</td>\n",
-              "      <td>0.623600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>942</td>\n",
-              "      <td>0.687400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>943</td>\n",
-              "      <td>0.800600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>944</td>\n",
-              "      <td>0.916100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>945</td>\n",
-              "      <td>0.772800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>946</td>\n",
-              "      <td>0.761200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>947</td>\n",
-              "      <td>0.773500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>948</td>\n",
-              "      <td>0.715000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>949</td>\n",
-              "      <td>0.609700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>950</td>\n",
-              "      <td>0.535600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>951</td>\n",
-              "      <td>0.647600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>952</td>\n",
-              "      <td>0.683800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>953</td>\n",
-              "      <td>0.777900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>954</td>\n",
-              "      <td>0.676300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>955</td>\n",
-              "      <td>0.668800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>956</td>\n",
-              "      <td>0.682600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>957</td>\n",
-              "      <td>0.666500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>958</td>\n",
-              "      <td>0.710700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>959</td>\n",
-              "      <td>0.693400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>960</td>\n",
-              "      <td>0.616000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>961</td>\n",
-              "      <td>0.591000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>962</td>\n",
-              "      <td>0.651900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>963</td>\n",
-              "      <td>0.671100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>964</td>\n",
-              "      <td>0.635400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>965</td>\n",
-              "      <td>0.692300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>966</td>\n",
-              "      <td>0.741900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>967</td>\n",
-              "      <td>0.654200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>968</td>\n",
-              "      <td>0.689100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>969</td>\n",
-              "      <td>0.623600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>970</td>\n",
-              "      <td>0.669700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>971</td>\n",
-              "      <td>0.796500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>972</td>\n",
-              "      <td>0.733100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>973</td>\n",
-              "      <td>0.772400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>974</td>\n",
-              "      <td>0.653700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>975</td>\n",
-              "      <td>0.691900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>976</td>\n",
-              "      <td>0.619900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>977</td>\n",
-              "      <td>0.984600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>978</td>\n",
-              "      <td>0.543800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>979</td>\n",
-              "      <td>0.766600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>980</td>\n",
-              "      <td>0.692900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>981</td>\n",
-              "      <td>0.598900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>982</td>\n",
-              "      <td>0.622100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>983</td>\n",
-              "      <td>0.800000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>984</td>\n",
-              "      <td>0.587200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>985</td>\n",
-              "      <td>0.659000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>986</td>\n",
-              "      <td>0.674500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>987</td>\n",
-              "      <td>0.622900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>988</td>\n",
-              "      <td>0.728800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>989</td>\n",
-              "      <td>0.841500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>990</td>\n",
-              "      <td>0.628600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>991</td>\n",
-              "      <td>0.704200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>992</td>\n",
-              "      <td>0.727100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>993</td>\n",
-              "      <td>0.686600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>994</td>\n",
-              "      <td>0.615600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>995</td>\n",
-              "      <td>0.840900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>996</td>\n",
-              "      <td>0.570300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>997</td>\n",
-              "      <td>0.670000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>998</td>\n",
-              "      <td>0.708100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>999</td>\n",
-              "      <td>0.672800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1000</td>\n",
-              "      <td>0.814900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1001</td>\n",
-              "      <td>0.695500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1002</td>\n",
-              "      <td>0.665800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1003</td>\n",
-              "      <td>0.730400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1004</td>\n",
-              "      <td>0.800600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1005</td>\n",
-              "      <td>0.793500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1006</td>\n",
-              "      <td>0.848200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1007</td>\n",
-              "      <td>0.661400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1008</td>\n",
-              "      <td>0.760500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1009</td>\n",
-              "      <td>0.770100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1010</td>\n",
-              "      <td>0.611400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1011</td>\n",
-              "      <td>0.596000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1012</td>\n",
-              "      <td>0.593700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1013</td>\n",
-              "      <td>0.482000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1014</td>\n",
-              "      <td>0.719000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1015</td>\n",
-              "      <td>0.697900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1016</td>\n",
-              "      <td>0.833900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1017</td>\n",
-              "      <td>0.698900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1018</td>\n",
-              "      <td>0.743300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1019</td>\n",
-              "      <td>0.535700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1020</td>\n",
-              "      <td>0.636800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1021</td>\n",
-              "      <td>0.644100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1022</td>\n",
-              "      <td>0.622000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1023</td>\n",
-              "      <td>0.765700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1024</td>\n",
-              "      <td>0.581200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1025</td>\n",
-              "      <td>0.763800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1026</td>\n",
-              "      <td>0.893700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1027</td>\n",
-              "      <td>0.655100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1028</td>\n",
-              "      <td>0.780700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1029</td>\n",
-              "      <td>0.708100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1030</td>\n",
-              "      <td>0.539900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1031</td>\n",
-              "      <td>0.638400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1032</td>\n",
-              "      <td>0.668900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1033</td>\n",
-              "      <td>0.764600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1034</td>\n",
-              "      <td>0.659000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1035</td>\n",
-              "      <td>0.595900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1036</td>\n",
-              "      <td>0.645500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1037</td>\n",
-              "      <td>0.582600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1038</td>\n",
-              "      <td>0.776400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1039</td>\n",
-              "      <td>0.597800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1040</td>\n",
-              "      <td>0.808000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1041</td>\n",
-              "      <td>0.591300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1042</td>\n",
-              "      <td>0.659300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1043</td>\n",
-              "      <td>0.668700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1044</td>\n",
-              "      <td>0.599500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1045</td>\n",
-              "      <td>0.781400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1046</td>\n",
-              "      <td>0.653900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1047</td>\n",
-              "      <td>0.892100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1048</td>\n",
-              "      <td>0.599500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1049</td>\n",
-              "      <td>0.657600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1050</td>\n",
-              "      <td>0.587900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1051</td>\n",
-              "      <td>0.669200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1052</td>\n",
-              "      <td>0.637500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1053</td>\n",
-              "      <td>0.631200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1054</td>\n",
-              "      <td>0.653900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1055</td>\n",
-              "      <td>0.854200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1056</td>\n",
-              "      <td>0.565500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1057</td>\n",
-              "      <td>0.506100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1058</td>\n",
-              "      <td>0.705400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1059</td>\n",
-              "      <td>0.624200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1060</td>\n",
-              "      <td>0.633900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1061</td>\n",
-              "      <td>0.769400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1062</td>\n",
-              "      <td>0.608400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1063</td>\n",
-              "      <td>0.633200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1064</td>\n",
-              "      <td>0.634800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1065</td>\n",
-              "      <td>0.676700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1066</td>\n",
-              "      <td>0.732200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1067</td>\n",
-              "      <td>0.694800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1068</td>\n",
-              "      <td>1.025700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1069</td>\n",
-              "      <td>0.790800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1070</td>\n",
-              "      <td>0.594000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1071</td>\n",
-              "      <td>0.634100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1072</td>\n",
-              "      <td>0.672200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1073</td>\n",
-              "      <td>0.874900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1074</td>\n",
-              "      <td>0.578100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1075</td>\n",
-              "      <td>0.804800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1076</td>\n",
-              "      <td>0.583300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1077</td>\n",
-              "      <td>0.856800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1078</td>\n",
-              "      <td>0.686300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1079</td>\n",
-              "      <td>0.730300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1080</td>\n",
-              "      <td>0.831000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1081</td>\n",
-              "      <td>0.890000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1082</td>\n",
-              "      <td>0.963200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1083</td>\n",
-              "      <td>0.870100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1084</td>\n",
-              "      <td>0.702900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1085</td>\n",
-              "      <td>0.515600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1086</td>\n",
-              "      <td>0.632500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1087</td>\n",
-              "      <td>0.720300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1088</td>\n",
-              "      <td>0.664400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1089</td>\n",
-              "      <td>0.625800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1090</td>\n",
-              "      <td>0.645400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1091</td>\n",
-              "      <td>0.678600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1092</td>\n",
-              "      <td>0.592900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1093</td>\n",
-              "      <td>0.801500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1094</td>\n",
-              "      <td>0.620900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1095</td>\n",
-              "      <td>0.716500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1096</td>\n",
-              "      <td>0.653600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1097</td>\n",
-              "      <td>0.700300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1098</td>\n",
-              "      <td>0.755500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1099</td>\n",
-              "      <td>0.685100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1100</td>\n",
-              "      <td>0.676700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1101</td>\n",
-              "      <td>0.732700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1102</td>\n",
-              "      <td>0.649300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1103</td>\n",
-              "      <td>0.650300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1104</td>\n",
-              "      <td>0.707600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1105</td>\n",
-              "      <td>0.757800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1106</td>\n",
-              "      <td>0.577700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1107</td>\n",
-              "      <td>0.888700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1108</td>\n",
-              "      <td>0.676300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1109</td>\n",
-              "      <td>0.736400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1110</td>\n",
-              "      <td>0.632400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1111</td>\n",
-              "      <td>0.744400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1112</td>\n",
-              "      <td>0.655500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1113</td>\n",
-              "      <td>0.667100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1114</td>\n",
-              "      <td>0.673900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1115</td>\n",
-              "      <td>0.621200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1116</td>\n",
-              "      <td>0.651300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1117</td>\n",
-              "      <td>0.685300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1118</td>\n",
-              "      <td>0.619400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1119</td>\n",
-              "      <td>0.660800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1120</td>\n",
-              "      <td>0.590300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1121</td>\n",
-              "      <td>0.607600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1122</td>\n",
-              "      <td>0.606900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1123</td>\n",
-              "      <td>0.735300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1124</td>\n",
-              "      <td>0.665400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1125</td>\n",
-              "      <td>0.790800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1126</td>\n",
-              "      <td>0.577400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1127</td>\n",
-              "      <td>0.714500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1128</td>\n",
-              "      <td>0.728400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1129</td>\n",
-              "      <td>0.584900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1130</td>\n",
-              "      <td>0.756900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1131</td>\n",
-              "      <td>0.655000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1132</td>\n",
-              "      <td>0.638700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1133</td>\n",
-              "      <td>0.736100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1134</td>\n",
-              "      <td>0.772800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1135</td>\n",
-              "      <td>0.653600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1136</td>\n",
-              "      <td>0.545900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1137</td>\n",
-              "      <td>0.622700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1138</td>\n",
-              "      <td>0.743400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1139</td>\n",
-              "      <td>0.683600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1140</td>\n",
-              "      <td>0.793200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1141</td>\n",
-              "      <td>0.581700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1142</td>\n",
-              "      <td>0.668400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1143</td>\n",
-              "      <td>0.634600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1144</td>\n",
-              "      <td>0.779500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1145</td>\n",
-              "      <td>0.791600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1146</td>\n",
-              "      <td>0.671600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1147</td>\n",
-              "      <td>0.634600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1148</td>\n",
-              "      <td>0.691400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1149</td>\n",
-              "      <td>0.599900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1150</td>\n",
-              "      <td>0.682600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1151</td>\n",
-              "      <td>0.707400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1152</td>\n",
-              "      <td>0.723900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1153</td>\n",
-              "      <td>0.763200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1154</td>\n",
-              "      <td>0.720900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1155</td>\n",
-              "      <td>0.704600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1156</td>\n",
-              "      <td>0.748400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1157</td>\n",
-              "      <td>0.546000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1158</td>\n",
-              "      <td>0.671100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1159</td>\n",
-              "      <td>0.652100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1160</td>\n",
-              "      <td>0.723100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1161</td>\n",
-              "      <td>0.780100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1162</td>\n",
-              "      <td>0.773100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1163</td>\n",
-              "      <td>0.890500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1164</td>\n",
-              "      <td>0.736900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1165</td>\n",
-              "      <td>0.469300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1166</td>\n",
-              "      <td>0.750200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1167</td>\n",
-              "      <td>0.665300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1168</td>\n",
-              "      <td>0.851800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1169</td>\n",
-              "      <td>0.648300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1170</td>\n",
-              "      <td>0.667600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1171</td>\n",
-              "      <td>0.690300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1172</td>\n",
-              "      <td>0.575800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1173</td>\n",
-              "      <td>0.720100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1174</td>\n",
-              "      <td>0.727500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1175</td>\n",
-              "      <td>0.680500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1176</td>\n",
-              "      <td>0.974100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1177</td>\n",
-              "      <td>0.673500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1178</td>\n",
-              "      <td>0.602500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1179</td>\n",
-              "      <td>0.640900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1180</td>\n",
-              "      <td>0.625900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1181</td>\n",
-              "      <td>0.722400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1182</td>\n",
-              "      <td>0.645900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1183</td>\n",
-              "      <td>0.671800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1184</td>\n",
-              "      <td>0.671200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1185</td>\n",
-              "      <td>0.776100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1186</td>\n",
-              "      <td>0.639100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1187</td>\n",
-              "      <td>0.554700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1188</td>\n",
-              "      <td>0.634100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1189</td>\n",
-              "      <td>0.620100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1190</td>\n",
-              "      <td>0.630300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1191</td>\n",
-              "      <td>0.754200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1192</td>\n",
-              "      <td>0.557600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1193</td>\n",
-              "      <td>0.565700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1194</td>\n",
-              "      <td>0.858600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1195</td>\n",
-              "      <td>0.628100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1196</td>\n",
-              "      <td>0.641700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1197</td>\n",
-              "      <td>0.671000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1198</td>\n",
-              "      <td>0.828800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1199</td>\n",
-              "      <td>0.690500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1200</td>\n",
-              "      <td>0.701200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1201</td>\n",
-              "      <td>0.694800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1202</td>\n",
-              "      <td>0.673500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1203</td>\n",
-              "      <td>0.796200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1204</td>\n",
-              "      <td>0.618400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1205</td>\n",
-              "      <td>1.001600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1206</td>\n",
-              "      <td>0.726200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1207</td>\n",
-              "      <td>0.573900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1208</td>\n",
-              "      <td>0.587800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1209</td>\n",
-              "      <td>0.604900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1210</td>\n",
-              "      <td>0.710500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1211</td>\n",
-              "      <td>0.735700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1212</td>\n",
-              "      <td>0.643100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1213</td>\n",
-              "      <td>0.614200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1214</td>\n",
-              "      <td>0.558600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1215</td>\n",
-              "      <td>0.888600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1216</td>\n",
-              "      <td>0.514700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1217</td>\n",
-              "      <td>0.764000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1218</td>\n",
-              "      <td>0.785100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1219</td>\n",
-              "      <td>0.799400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1220</td>\n",
-              "      <td>0.739200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1221</td>\n",
-              "      <td>0.716000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1222</td>\n",
-              "      <td>0.680600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1223</td>\n",
-              "      <td>0.546700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1224</td>\n",
-              "      <td>0.935600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1225</td>\n",
-              "      <td>0.749100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1226</td>\n",
-              "      <td>0.556600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1227</td>\n",
-              "      <td>0.792400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1228</td>\n",
-              "      <td>0.829900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1229</td>\n",
-              "      <td>0.922400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1230</td>\n",
-              "      <td>0.596700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1231</td>\n",
-              "      <td>0.655200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1232</td>\n",
-              "      <td>0.691600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1233</td>\n",
-              "      <td>0.828800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1234</td>\n",
-              "      <td>0.880100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1235</td>\n",
-              "      <td>0.872000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1236</td>\n",
-              "      <td>0.990500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1237</td>\n",
-              "      <td>0.724300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1238</td>\n",
-              "      <td>0.694900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1239</td>\n",
-              "      <td>0.716200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1240</td>\n",
-              "      <td>0.757100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1241</td>\n",
-              "      <td>0.767000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1242</td>\n",
-              "      <td>0.719500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1243</td>\n",
-              "      <td>0.628700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1244</td>\n",
-              "      <td>0.828900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1245</td>\n",
-              "      <td>0.837600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1246</td>\n",
-              "      <td>0.649500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1247</td>\n",
-              "      <td>0.550500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1248</td>\n",
-              "      <td>0.791400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1249</td>\n",
-              "      <td>0.617500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1250</td>\n",
-              "      <td>0.714500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1251</td>\n",
-              "      <td>0.581200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1252</td>\n",
-              "      <td>0.780800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1253</td>\n",
-              "      <td>0.587500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1254</td>\n",
-              "      <td>0.564400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1255</td>\n",
-              "      <td>0.808200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1256</td>\n",
-              "      <td>0.776600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1257</td>\n",
-              "      <td>0.709000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1258</td>\n",
-              "      <td>0.922100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1259</td>\n",
-              "      <td>0.656600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1260</td>\n",
-              "      <td>0.693300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1261</td>\n",
-              "      <td>0.681200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1262</td>\n",
-              "      <td>0.680100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1263</td>\n",
-              "      <td>0.581800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1264</td>\n",
-              "      <td>0.674400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1265</td>\n",
-              "      <td>0.673800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1266</td>\n",
-              "      <td>0.507100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1267</td>\n",
-              "      <td>0.719900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1268</td>\n",
-              "      <td>0.714900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1269</td>\n",
-              "      <td>0.703100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1270</td>\n",
-              "      <td>0.828000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1271</td>\n",
-              "      <td>0.878800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1272</td>\n",
-              "      <td>0.663900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1273</td>\n",
-              "      <td>0.596800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1274</td>\n",
-              "      <td>0.664600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1275</td>\n",
-              "      <td>0.733300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1276</td>\n",
-              "      <td>0.588100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1277</td>\n",
-              "      <td>0.763800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1278</td>\n",
-              "      <td>0.939900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1279</td>\n",
-              "      <td>0.777700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1280</td>\n",
-              "      <td>0.754000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1281</td>\n",
-              "      <td>0.681000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1282</td>\n",
-              "      <td>0.846400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1283</td>\n",
-              "      <td>0.704800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1284</td>\n",
-              "      <td>0.855900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1285</td>\n",
-              "      <td>0.614700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1286</td>\n",
-              "      <td>0.807400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1287</td>\n",
-              "      <td>0.736100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1288</td>\n",
-              "      <td>0.534900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1289</td>\n",
-              "      <td>0.706600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1290</td>\n",
-              "      <td>0.614300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1291</td>\n",
-              "      <td>0.613800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1292</td>\n",
-              "      <td>0.871100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1293</td>\n",
-              "      <td>0.640000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1294</td>\n",
-              "      <td>0.607300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1295</td>\n",
-              "      <td>0.616600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1296</td>\n",
-              "      <td>0.666400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1297</td>\n",
-              "      <td>0.904600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1298</td>\n",
-              "      <td>0.845500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1299</td>\n",
-              "      <td>0.587700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1300</td>\n",
-              "      <td>0.653100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1301</td>\n",
-              "      <td>0.674300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1302</td>\n",
-              "      <td>0.704000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1303</td>\n",
-              "      <td>0.578900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1304</td>\n",
-              "      <td>0.682500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1305</td>\n",
-              "      <td>0.819300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1306</td>\n",
-              "      <td>0.712400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1307</td>\n",
-              "      <td>0.516000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1308</td>\n",
-              "      <td>0.687700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1309</td>\n",
-              "      <td>0.683400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1310</td>\n",
-              "      <td>0.654100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1311</td>\n",
-              "      <td>0.746600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1312</td>\n",
-              "      <td>0.598400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1313</td>\n",
-              "      <td>0.826400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1314</td>\n",
-              "      <td>0.565300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1315</td>\n",
-              "      <td>0.737100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1316</td>\n",
-              "      <td>0.622000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1317</td>\n",
-              "      <td>0.582800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1318</td>\n",
-              "      <td>0.617800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1319</td>\n",
-              "      <td>0.728400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1320</td>\n",
-              "      <td>0.698900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1321</td>\n",
-              "      <td>0.768200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1322</td>\n",
-              "      <td>0.762000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1323</td>\n",
-              "      <td>0.794100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1324</td>\n",
-              "      <td>0.809500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1325</td>\n",
-              "      <td>0.622800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1326</td>\n",
-              "      <td>0.876700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1327</td>\n",
-              "      <td>0.713200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1328</td>\n",
-              "      <td>0.694600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1329</td>\n",
-              "      <td>0.633400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1330</td>\n",
-              "      <td>0.798400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1331</td>\n",
-              "      <td>0.622600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1332</td>\n",
-              "      <td>0.699200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1333</td>\n",
-              "      <td>0.583800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1334</td>\n",
-              "      <td>0.807900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1335</td>\n",
-              "      <td>0.555000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1336</td>\n",
-              "      <td>0.855100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1337</td>\n",
-              "      <td>0.757000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1338</td>\n",
-              "      <td>0.607600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1339</td>\n",
-              "      <td>0.814000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1340</td>\n",
-              "      <td>0.759300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1341</td>\n",
-              "      <td>0.618700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1342</td>\n",
-              "      <td>0.793400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1343</td>\n",
-              "      <td>0.673600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1344</td>\n",
-              "      <td>0.647800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1345</td>\n",
-              "      <td>0.568900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1346</td>\n",
-              "      <td>0.652100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1347</td>\n",
-              "      <td>0.669700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1348</td>\n",
-              "      <td>0.636800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1349</td>\n",
-              "      <td>0.753600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1350</td>\n",
-              "      <td>0.540100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1351</td>\n",
-              "      <td>0.730100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1352</td>\n",
-              "      <td>0.630500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1353</td>\n",
-              "      <td>0.559700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1354</td>\n",
-              "      <td>0.815600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1355</td>\n",
-              "      <td>0.700200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1356</td>\n",
-              "      <td>0.688200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1357</td>\n",
-              "      <td>0.588000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1358</td>\n",
-              "      <td>0.652800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1359</td>\n",
-              "      <td>0.712000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1360</td>\n",
-              "      <td>0.817800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1361</td>\n",
-              "      <td>0.654100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1362</td>\n",
-              "      <td>0.697200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1363</td>\n",
-              "      <td>0.821500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1364</td>\n",
-              "      <td>0.610500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1365</td>\n",
-              "      <td>0.571800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1366</td>\n",
-              "      <td>0.646300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1367</td>\n",
-              "      <td>0.668200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1368</td>\n",
-              "      <td>0.858500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1369</td>\n",
-              "      <td>0.676600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1370</td>\n",
-              "      <td>0.550900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1371</td>\n",
-              "      <td>1.040500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1372</td>\n",
-              "      <td>0.700800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1373</td>\n",
-              "      <td>0.632400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1374</td>\n",
-              "      <td>0.561000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1375</td>\n",
-              "      <td>0.579300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1376</td>\n",
-              "      <td>0.633100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1377</td>\n",
-              "      <td>0.676400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1378</td>\n",
-              "      <td>0.845300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1379</td>\n",
-              "      <td>0.736100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1380</td>\n",
-              "      <td>0.630200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1381</td>\n",
-              "      <td>0.736800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1382</td>\n",
-              "      <td>0.843100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1383</td>\n",
-              "      <td>0.844100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1384</td>\n",
-              "      <td>0.544600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1385</td>\n",
-              "      <td>0.632100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1386</td>\n",
-              "      <td>0.546700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1387</td>\n",
-              "      <td>0.511900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1388</td>\n",
-              "      <td>0.695700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1389</td>\n",
-              "      <td>0.730000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1390</td>\n",
-              "      <td>0.585900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1391</td>\n",
-              "      <td>0.629700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1392</td>\n",
-              "      <td>0.550300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1393</td>\n",
-              "      <td>0.741100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1394</td>\n",
-              "      <td>0.903700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1395</td>\n",
-              "      <td>0.694400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1396</td>\n",
-              "      <td>0.814900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1397</td>\n",
-              "      <td>0.651100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1398</td>\n",
-              "      <td>0.807900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1399</td>\n",
-              "      <td>0.623100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1400</td>\n",
-              "      <td>0.585600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1401</td>\n",
-              "      <td>0.746600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1402</td>\n",
-              "      <td>0.626100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1403</td>\n",
-              "      <td>0.582200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1404</td>\n",
-              "      <td>0.663700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1405</td>\n",
-              "      <td>0.788600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1406</td>\n",
-              "      <td>0.639800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1407</td>\n",
-              "      <td>0.666200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1408</td>\n",
-              "      <td>0.656100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1409</td>\n",
-              "      <td>0.717600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1410</td>\n",
-              "      <td>0.597000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1411</td>\n",
-              "      <td>0.697200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1412</td>\n",
-              "      <td>0.959200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1413</td>\n",
-              "      <td>0.578900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1414</td>\n",
-              "      <td>0.693000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1415</td>\n",
-              "      <td>0.712400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1416</td>\n",
-              "      <td>0.604900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1417</td>\n",
-              "      <td>0.617900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1418</td>\n",
-              "      <td>0.597500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1419</td>\n",
-              "      <td>0.821500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1420</td>\n",
-              "      <td>0.581500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1421</td>\n",
-              "      <td>0.616000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1422</td>\n",
-              "      <td>0.766300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1423</td>\n",
-              "      <td>0.745700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1424</td>\n",
-              "      <td>0.701000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1425</td>\n",
-              "      <td>0.588300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1426</td>\n",
-              "      <td>0.691000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1427</td>\n",
-              "      <td>0.630900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1428</td>\n",
-              "      <td>0.788800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1429</td>\n",
-              "      <td>0.868900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1430</td>\n",
-              "      <td>0.657800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1431</td>\n",
-              "      <td>0.625600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1432</td>\n",
-              "      <td>0.576400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1433</td>\n",
-              "      <td>0.700500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1434</td>\n",
-              "      <td>0.704100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1435</td>\n",
-              "      <td>0.631200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1436</td>\n",
-              "      <td>0.878000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1437</td>\n",
-              "      <td>0.540600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1438</td>\n",
-              "      <td>0.508100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1439</td>\n",
-              "      <td>0.607700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1440</td>\n",
-              "      <td>0.725000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1441</td>\n",
-              "      <td>0.616400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1442</td>\n",
-              "      <td>0.671800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1443</td>\n",
-              "      <td>0.672000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1444</td>\n",
-              "      <td>0.613400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1445</td>\n",
-              "      <td>0.737000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1446</td>\n",
-              "      <td>0.740700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1447</td>\n",
-              "      <td>0.597800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1448</td>\n",
-              "      <td>0.509500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1449</td>\n",
-              "      <td>0.710700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1450</td>\n",
-              "      <td>0.862000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1451</td>\n",
-              "      <td>0.626900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1452</td>\n",
-              "      <td>0.891900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1453</td>\n",
-              "      <td>0.671400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1454</td>\n",
-              "      <td>0.572400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1455</td>\n",
-              "      <td>0.543400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1456</td>\n",
-              "      <td>0.563300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1457</td>\n",
-              "      <td>1.063200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1458</td>\n",
-              "      <td>0.757800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1459</td>\n",
-              "      <td>0.650000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1460</td>\n",
-              "      <td>0.775700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1461</td>\n",
-              "      <td>0.783300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1462</td>\n",
-              "      <td>0.714600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1463</td>\n",
-              "      <td>0.590900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1464</td>\n",
-              "      <td>0.773600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1465</td>\n",
-              "      <td>0.770800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1466</td>\n",
-              "      <td>0.675500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1467</td>\n",
-              "      <td>0.646000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1468</td>\n",
-              "      <td>0.766400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1469</td>\n",
-              "      <td>0.847100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1470</td>\n",
-              "      <td>0.659700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1471</td>\n",
-              "      <td>0.644200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1472</td>\n",
-              "      <td>0.673000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1473</td>\n",
-              "      <td>0.649900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1474</td>\n",
-              "      <td>0.598400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1475</td>\n",
-              "      <td>0.608400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1476</td>\n",
-              "      <td>0.669300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1477</td>\n",
-              "      <td>0.692700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1478</td>\n",
-              "      <td>0.514500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1479</td>\n",
-              "      <td>0.669100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1480</td>\n",
-              "      <td>0.793300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1481</td>\n",
-              "      <td>0.711600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1482</td>\n",
-              "      <td>0.540500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1483</td>\n",
-              "      <td>0.480300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1484</td>\n",
-              "      <td>0.591700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1485</td>\n",
-              "      <td>0.911000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1486</td>\n",
-              "      <td>0.652100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1487</td>\n",
-              "      <td>0.736400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1488</td>\n",
-              "      <td>0.570600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1489</td>\n",
-              "      <td>0.551000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1490</td>\n",
-              "      <td>0.480500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1491</td>\n",
-              "      <td>0.618000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1492</td>\n",
-              "      <td>0.796100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1493</td>\n",
-              "      <td>0.650400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1494</td>\n",
-              "      <td>0.723800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1495</td>\n",
-              "      <td>0.786900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1496</td>\n",
-              "      <td>0.675400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1497</td>\n",
-              "      <td>0.727900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1498</td>\n",
-              "      <td>0.739800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1499</td>\n",
-              "      <td>0.807100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1500</td>\n",
-              "      <td>0.635100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1501</td>\n",
-              "      <td>0.714200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1502</td>\n",
-              "      <td>0.514500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1503</td>\n",
-              "      <td>0.791300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1504</td>\n",
-              "      <td>0.776200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1505</td>\n",
-              "      <td>0.556400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1506</td>\n",
-              "      <td>0.581100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1507</td>\n",
-              "      <td>0.652200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1508</td>\n",
-              "      <td>0.687000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1509</td>\n",
-              "      <td>0.746700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1510</td>\n",
-              "      <td>0.625900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1511</td>\n",
-              "      <td>0.590700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1512</td>\n",
-              "      <td>0.912800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1513</td>\n",
-              "      <td>0.671300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1514</td>\n",
-              "      <td>0.587100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1515</td>\n",
-              "      <td>0.680000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1516</td>\n",
-              "      <td>0.588100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1517</td>\n",
-              "      <td>0.678900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1518</td>\n",
-              "      <td>0.557900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1519</td>\n",
-              "      <td>0.519400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1520</td>\n",
-              "      <td>0.537300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1521</td>\n",
-              "      <td>0.701200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1522</td>\n",
-              "      <td>0.680100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1523</td>\n",
-              "      <td>0.706200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1524</td>\n",
-              "      <td>0.638600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1525</td>\n",
-              "      <td>0.622400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1526</td>\n",
-              "      <td>0.697300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1527</td>\n",
-              "      <td>0.800000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1528</td>\n",
-              "      <td>0.733200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1529</td>\n",
-              "      <td>0.753900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1530</td>\n",
-              "      <td>0.783100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1531</td>\n",
-              "      <td>0.799400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1532</td>\n",
-              "      <td>0.795900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1533</td>\n",
-              "      <td>0.575900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1534</td>\n",
-              "      <td>0.541400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1535</td>\n",
-              "      <td>0.767200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1536</td>\n",
-              "      <td>0.817500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1537</td>\n",
-              "      <td>0.770500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1538</td>\n",
-              "      <td>0.572300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1539</td>\n",
-              "      <td>0.685100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1540</td>\n",
-              "      <td>0.690900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1541</td>\n",
-              "      <td>0.568400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1542</td>\n",
-              "      <td>0.597300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1543</td>\n",
-              "      <td>0.959000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1544</td>\n",
-              "      <td>0.640200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1545</td>\n",
-              "      <td>0.672600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1546</td>\n",
-              "      <td>0.837900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1547</td>\n",
-              "      <td>0.599400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1548</td>\n",
-              "      <td>0.716200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1549</td>\n",
-              "      <td>0.785600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1550</td>\n",
-              "      <td>0.720000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1551</td>\n",
-              "      <td>0.589600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1552</td>\n",
-              "      <td>0.683200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1553</td>\n",
-              "      <td>0.572200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1554</td>\n",
-              "      <td>0.737000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1555</td>\n",
-              "      <td>0.705900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1556</td>\n",
-              "      <td>0.579000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1557</td>\n",
-              "      <td>0.635900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1558</td>\n",
-              "      <td>0.654700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1559</td>\n",
-              "      <td>0.481000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1560</td>\n",
-              "      <td>0.753000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1561</td>\n",
-              "      <td>0.727700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1562</td>\n",
-              "      <td>0.567200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1563</td>\n",
-              "      <td>0.788600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1564</td>\n",
-              "      <td>0.667700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1565</td>\n",
-              "      <td>0.571000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1566</td>\n",
-              "      <td>0.736600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1567</td>\n",
-              "      <td>0.532700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1568</td>\n",
-              "      <td>0.702900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1569</td>\n",
-              "      <td>0.805300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1570</td>\n",
-              "      <td>0.813600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1571</td>\n",
-              "      <td>0.602300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1572</td>\n",
-              "      <td>0.646200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1573</td>\n",
-              "      <td>0.665300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1574</td>\n",
-              "      <td>0.781100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1575</td>\n",
-              "      <td>0.895600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1576</td>\n",
-              "      <td>0.620200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1577</td>\n",
-              "      <td>0.567000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1578</td>\n",
-              "      <td>0.684200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1579</td>\n",
-              "      <td>0.586600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1580</td>\n",
-              "      <td>0.620900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1581</td>\n",
-              "      <td>0.745400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1582</td>\n",
-              "      <td>0.619900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1583</td>\n",
-              "      <td>0.679800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1584</td>\n",
-              "      <td>0.741200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1585</td>\n",
-              "      <td>0.857100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1586</td>\n",
-              "      <td>0.701500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1587</td>\n",
-              "      <td>0.701000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1588</td>\n",
-              "      <td>0.526200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1589</td>\n",
-              "      <td>0.739400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1590</td>\n",
-              "      <td>0.642200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1591</td>\n",
-              "      <td>0.518000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1592</td>\n",
-              "      <td>0.966400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1593</td>\n",
-              "      <td>0.594100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1594</td>\n",
-              "      <td>0.632100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1595</td>\n",
-              "      <td>0.670500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1596</td>\n",
-              "      <td>0.629600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1597</td>\n",
-              "      <td>0.605400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1598</td>\n",
-              "      <td>0.757200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1599</td>\n",
-              "      <td>0.724800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1600</td>\n",
-              "      <td>0.797100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1601</td>\n",
-              "      <td>0.786000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1602</td>\n",
-              "      <td>0.720300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1603</td>\n",
-              "      <td>0.634300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1604</td>\n",
-              "      <td>0.811700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1605</td>\n",
-              "      <td>0.792200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1606</td>\n",
-              "      <td>0.632400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1607</td>\n",
-              "      <td>0.627300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1608</td>\n",
-              "      <td>0.804300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1609</td>\n",
-              "      <td>0.543000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1610</td>\n",
-              "      <td>0.769500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1611</td>\n",
-              "      <td>0.654500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1612</td>\n",
-              "      <td>0.526500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1613</td>\n",
-              "      <td>0.533200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1614</td>\n",
-              "      <td>0.633300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1615</td>\n",
-              "      <td>0.797100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1616</td>\n",
-              "      <td>0.903100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1617</td>\n",
-              "      <td>0.672800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1618</td>\n",
-              "      <td>0.699400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1619</td>\n",
-              "      <td>0.535700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1620</td>\n",
-              "      <td>0.684800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1621</td>\n",
-              "      <td>0.668400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1622</td>\n",
-              "      <td>0.601500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1623</td>\n",
-              "      <td>0.609200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1624</td>\n",
-              "      <td>0.552200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1625</td>\n",
-              "      <td>0.797300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1626</td>\n",
-              "      <td>0.767100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1627</td>\n",
-              "      <td>0.612200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1628</td>\n",
-              "      <td>0.662700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1629</td>\n",
-              "      <td>0.761800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1630</td>\n",
-              "      <td>0.692700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1631</td>\n",
-              "      <td>0.827900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1632</td>\n",
-              "      <td>0.646200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1633</td>\n",
-              "      <td>0.662200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1634</td>\n",
-              "      <td>0.534600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1635</td>\n",
-              "      <td>0.604100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1636</td>\n",
-              "      <td>0.682400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1637</td>\n",
-              "      <td>0.691400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1638</td>\n",
-              "      <td>0.792900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1639</td>\n",
-              "      <td>0.639900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1640</td>\n",
-              "      <td>0.999500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1641</td>\n",
-              "      <td>0.744000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1642</td>\n",
-              "      <td>0.673900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1643</td>\n",
-              "      <td>0.586400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1644</td>\n",
-              "      <td>0.612800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1645</td>\n",
-              "      <td>0.751600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1646</td>\n",
-              "      <td>0.684300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1647</td>\n",
-              "      <td>0.711800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1648</td>\n",
-              "      <td>0.639500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1649</td>\n",
-              "      <td>0.618400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1650</td>\n",
-              "      <td>0.801000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1651</td>\n",
-              "      <td>0.799000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1652</td>\n",
-              "      <td>0.598400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1653</td>\n",
-              "      <td>0.595000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1654</td>\n",
-              "      <td>0.787700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1655</td>\n",
-              "      <td>0.779300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1656</td>\n",
-              "      <td>0.862800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1657</td>\n",
-              "      <td>0.567100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1658</td>\n",
-              "      <td>0.675600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1659</td>\n",
-              "      <td>0.622700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1660</td>\n",
-              "      <td>0.746400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1661</td>\n",
-              "      <td>0.653400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1662</td>\n",
-              "      <td>0.687600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1663</td>\n",
-              "      <td>0.582500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1664</td>\n",
-              "      <td>0.881300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1665</td>\n",
-              "      <td>0.545200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1666</td>\n",
-              "      <td>0.667200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1667</td>\n",
-              "      <td>0.733500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1668</td>\n",
-              "      <td>0.747100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1669</td>\n",
-              "      <td>0.842900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1670</td>\n",
-              "      <td>0.733800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1671</td>\n",
-              "      <td>0.658700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1672</td>\n",
-              "      <td>0.808000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1673</td>\n",
-              "      <td>0.711000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1674</td>\n",
-              "      <td>0.712500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1675</td>\n",
-              "      <td>0.631900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1676</td>\n",
-              "      <td>0.586000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1677</td>\n",
-              "      <td>0.563200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1678</td>\n",
-              "      <td>0.720800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1679</td>\n",
-              "      <td>0.619300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1680</td>\n",
-              "      <td>0.531100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1681</td>\n",
-              "      <td>0.740500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1682</td>\n",
-              "      <td>0.687900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1683</td>\n",
-              "      <td>0.718800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1684</td>\n",
-              "      <td>0.610600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1685</td>\n",
-              "      <td>0.856700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1686</td>\n",
-              "      <td>0.699800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1687</td>\n",
-              "      <td>0.836200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1688</td>\n",
-              "      <td>0.712700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1689</td>\n",
-              "      <td>0.679500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1690</td>\n",
-              "      <td>0.698600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1691</td>\n",
-              "      <td>0.968800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1692</td>\n",
-              "      <td>0.792900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1693</td>\n",
-              "      <td>0.815000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1694</td>\n",
-              "      <td>0.645100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1695</td>\n",
-              "      <td>0.588700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1696</td>\n",
-              "      <td>0.614700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1697</td>\n",
-              "      <td>0.620100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1698</td>\n",
-              "      <td>0.599700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1699</td>\n",
-              "      <td>0.630900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1700</td>\n",
-              "      <td>0.641700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1701</td>\n",
-              "      <td>0.672900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1702</td>\n",
-              "      <td>0.712100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1703</td>\n",
-              "      <td>0.668700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1704</td>\n",
-              "      <td>0.645400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1705</td>\n",
-              "      <td>0.762000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1706</td>\n",
-              "      <td>0.714600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1707</td>\n",
-              "      <td>0.503100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1708</td>\n",
-              "      <td>0.687600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1709</td>\n",
-              "      <td>0.686800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1710</td>\n",
-              "      <td>0.926900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1711</td>\n",
-              "      <td>0.621000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1712</td>\n",
-              "      <td>0.590400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1713</td>\n",
-              "      <td>0.668200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1714</td>\n",
-              "      <td>0.771700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1715</td>\n",
-              "      <td>0.710100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1716</td>\n",
-              "      <td>0.777800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1717</td>\n",
-              "      <td>0.744700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1718</td>\n",
-              "      <td>0.688400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1719</td>\n",
-              "      <td>0.794000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1720</td>\n",
-              "      <td>0.616300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1721</td>\n",
-              "      <td>0.716000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1722</td>\n",
-              "      <td>0.692300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1723</td>\n",
-              "      <td>0.545800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1724</td>\n",
-              "      <td>0.639400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1725</td>\n",
-              "      <td>0.664800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1726</td>\n",
-              "      <td>0.796500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1727</td>\n",
-              "      <td>0.714000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1728</td>\n",
-              "      <td>0.750800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1729</td>\n",
-              "      <td>0.759300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1730</td>\n",
-              "      <td>0.627100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1731</td>\n",
-              "      <td>0.715600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1732</td>\n",
-              "      <td>0.750000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1733</td>\n",
-              "      <td>0.580000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1734</td>\n",
-              "      <td>0.556300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1735</td>\n",
-              "      <td>0.675100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1736</td>\n",
-              "      <td>0.714400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1737</td>\n",
-              "      <td>0.732700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1738</td>\n",
-              "      <td>0.557800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1739</td>\n",
-              "      <td>0.678400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1740</td>\n",
-              "      <td>0.659200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1741</td>\n",
-              "      <td>0.671400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1742</td>\n",
-              "      <td>0.745800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1743</td>\n",
-              "      <td>0.802600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1744</td>\n",
-              "      <td>0.777600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1745</td>\n",
-              "      <td>0.732100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1746</td>\n",
-              "      <td>0.548200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1747</td>\n",
-              "      <td>0.676200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1748</td>\n",
-              "      <td>0.820200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1749</td>\n",
-              "      <td>0.936400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1750</td>\n",
-              "      <td>0.611700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1751</td>\n",
-              "      <td>0.700800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1752</td>\n",
-              "      <td>0.666200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1753</td>\n",
-              "      <td>0.750900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1754</td>\n",
-              "      <td>0.737100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1755</td>\n",
-              "      <td>0.711400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1756</td>\n",
-              "      <td>0.892600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1757</td>\n",
-              "      <td>0.553000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1758</td>\n",
-              "      <td>0.598300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1759</td>\n",
-              "      <td>0.678400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1760</td>\n",
-              "      <td>0.760300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1761</td>\n",
-              "      <td>0.601400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1762</td>\n",
-              "      <td>0.653900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1763</td>\n",
-              "      <td>0.573700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1764</td>\n",
-              "      <td>0.697500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1765</td>\n",
-              "      <td>0.601200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1766</td>\n",
-              "      <td>0.684000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1767</td>\n",
-              "      <td>0.580500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1768</td>\n",
-              "      <td>0.762100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1769</td>\n",
-              "      <td>0.629200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1770</td>\n",
-              "      <td>0.744500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1771</td>\n",
-              "      <td>0.696700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1772</td>\n",
-              "      <td>0.821800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1773</td>\n",
-              "      <td>0.753200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1774</td>\n",
-              "      <td>0.634200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1775</td>\n",
-              "      <td>0.729100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1776</td>\n",
-              "      <td>0.694000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1777</td>\n",
-              "      <td>0.725400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1778</td>\n",
-              "      <td>0.621900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1779</td>\n",
-              "      <td>0.768300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1780</td>\n",
-              "      <td>0.525200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1781</td>\n",
-              "      <td>0.667800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1782</td>\n",
-              "      <td>0.609700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1783</td>\n",
-              "      <td>0.587500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1784</td>\n",
-              "      <td>0.642900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1785</td>\n",
-              "      <td>0.677100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1786</td>\n",
-              "      <td>0.748500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1787</td>\n",
-              "      <td>0.883200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1788</td>\n",
-              "      <td>0.749000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1789</td>\n",
-              "      <td>0.796500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1790</td>\n",
-              "      <td>0.627400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1791</td>\n",
-              "      <td>0.604500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1792</td>\n",
-              "      <td>0.805600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1793</td>\n",
-              "      <td>0.737200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1794</td>\n",
-              "      <td>0.562400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1795</td>\n",
-              "      <td>0.809200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1796</td>\n",
-              "      <td>0.619300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1797</td>\n",
-              "      <td>0.826900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1798</td>\n",
-              "      <td>0.816100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1799</td>\n",
-              "      <td>0.550500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1800</td>\n",
-              "      <td>0.579000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1801</td>\n",
-              "      <td>0.793800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1802</td>\n",
-              "      <td>0.702200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1803</td>\n",
-              "      <td>0.516600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1804</td>\n",
-              "      <td>0.566900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1805</td>\n",
-              "      <td>0.650500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1806</td>\n",
-              "      <td>0.658400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1807</td>\n",
-              "      <td>0.719200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1808</td>\n",
-              "      <td>0.632100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1809</td>\n",
-              "      <td>0.742600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1810</td>\n",
-              "      <td>0.673800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1811</td>\n",
-              "      <td>0.834000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1812</td>\n",
-              "      <td>0.495500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1813</td>\n",
-              "      <td>0.625100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1814</td>\n",
-              "      <td>0.588300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1815</td>\n",
-              "      <td>0.744700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1816</td>\n",
-              "      <td>0.662100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1817</td>\n",
-              "      <td>0.645900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1818</td>\n",
-              "      <td>0.675700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1819</td>\n",
-              "      <td>0.639200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1820</td>\n",
-              "      <td>0.768000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1821</td>\n",
-              "      <td>0.746200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1822</td>\n",
-              "      <td>0.705000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1823</td>\n",
-              "      <td>0.609200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1824</td>\n",
-              "      <td>0.472800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1825</td>\n",
-              "      <td>0.619900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1826</td>\n",
-              "      <td>0.706400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1827</td>\n",
-              "      <td>0.701000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1828</td>\n",
-              "      <td>0.715600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1829</td>\n",
-              "      <td>0.635900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1830</td>\n",
-              "      <td>0.770000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1831</td>\n",
-              "      <td>0.594600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1832</td>\n",
-              "      <td>0.850800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1833</td>\n",
-              "      <td>0.667300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1834</td>\n",
-              "      <td>0.753300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1835</td>\n",
-              "      <td>0.824900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1836</td>\n",
-              "      <td>0.621200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1837</td>\n",
-              "      <td>0.604700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1838</td>\n",
-              "      <td>0.617000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1839</td>\n",
-              "      <td>0.681700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1840</td>\n",
-              "      <td>0.834300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1841</td>\n",
-              "      <td>0.761500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1842</td>\n",
-              "      <td>0.622500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1843</td>\n",
-              "      <td>0.627300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1844</td>\n",
-              "      <td>0.669200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1845</td>\n",
-              "      <td>0.611900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1846</td>\n",
-              "      <td>0.533800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1847</td>\n",
-              "      <td>0.606900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1848</td>\n",
-              "      <td>0.804900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1849</td>\n",
-              "      <td>0.568800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1850</td>\n",
-              "      <td>0.615500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1851</td>\n",
-              "      <td>0.639700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1852</td>\n",
-              "      <td>0.758800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1853</td>\n",
-              "      <td>0.672500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1854</td>\n",
-              "      <td>0.577400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1855</td>\n",
-              "      <td>0.611400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1856</td>\n",
-              "      <td>0.665100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1857</td>\n",
-              "      <td>0.652100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1858</td>\n",
-              "      <td>0.597000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1859</td>\n",
-              "      <td>0.696500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1860</td>\n",
-              "      <td>0.622500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1861</td>\n",
-              "      <td>0.637400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1862</td>\n",
-              "      <td>0.941100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1863</td>\n",
-              "      <td>0.621700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1864</td>\n",
-              "      <td>0.493200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1865</td>\n",
-              "      <td>0.958300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1866</td>\n",
-              "      <td>0.754900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1867</td>\n",
-              "      <td>0.702000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1868</td>\n",
-              "      <td>0.666400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1869</td>\n",
-              "      <td>0.694200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1870</td>\n",
-              "      <td>0.641400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1871</td>\n",
-              "      <td>0.778600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1872</td>\n",
-              "      <td>0.500800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1873</td>\n",
-              "      <td>0.651600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1874</td>\n",
-              "      <td>0.582300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1875</td>\n",
-              "      <td>0.576600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1876</td>\n",
-              "      <td>0.697800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1877</td>\n",
-              "      <td>0.711800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1878</td>\n",
-              "      <td>0.663000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1879</td>\n",
-              "      <td>0.594900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1880</td>\n",
-              "      <td>0.757000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1881</td>\n",
-              "      <td>0.524400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1882</td>\n",
-              "      <td>0.860400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1883</td>\n",
-              "      <td>0.640000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1884</td>\n",
-              "      <td>0.756400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1885</td>\n",
-              "      <td>0.679100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1886</td>\n",
-              "      <td>0.657000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1887</td>\n",
-              "      <td>0.642500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1888</td>\n",
-              "      <td>0.692600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1889</td>\n",
-              "      <td>0.582000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1890</td>\n",
-              "      <td>0.678200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1891</td>\n",
-              "      <td>0.821900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1892</td>\n",
-              "      <td>0.580900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1893</td>\n",
-              "      <td>0.693200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1894</td>\n",
-              "      <td>0.652900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1895</td>\n",
-              "      <td>0.628200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1896</td>\n",
-              "      <td>0.515100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1897</td>\n",
-              "      <td>0.772000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1898</td>\n",
-              "      <td>0.621900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1899</td>\n",
-              "      <td>0.544500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1900</td>\n",
-              "      <td>0.851300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1901</td>\n",
-              "      <td>0.717900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1902</td>\n",
-              "      <td>0.913800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1903</td>\n",
-              "      <td>0.592200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1904</td>\n",
-              "      <td>0.647200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1905</td>\n",
-              "      <td>0.740800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1906</td>\n",
-              "      <td>0.821700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1907</td>\n",
-              "      <td>0.584200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1908</td>\n",
-              "      <td>0.675100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1909</td>\n",
-              "      <td>0.824600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1910</td>\n",
-              "      <td>0.673300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1911</td>\n",
-              "      <td>0.893300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1912</td>\n",
-              "      <td>0.777000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1913</td>\n",
-              "      <td>0.649500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1914</td>\n",
-              "      <td>0.618200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1915</td>\n",
-              "      <td>0.735000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1916</td>\n",
-              "      <td>0.913500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1917</td>\n",
-              "      <td>0.819000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1918</td>\n",
-              "      <td>0.593000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1919</td>\n",
-              "      <td>0.745700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1920</td>\n",
-              "      <td>0.646900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1921</td>\n",
-              "      <td>0.618000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1922</td>\n",
-              "      <td>0.608700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1923</td>\n",
-              "      <td>0.718900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1924</td>\n",
-              "      <td>0.735400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1925</td>\n",
-              "      <td>0.720100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1926</td>\n",
-              "      <td>0.720800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1927</td>\n",
-              "      <td>0.668900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1928</td>\n",
-              "      <td>0.694300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1929</td>\n",
-              "      <td>0.593800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1930</td>\n",
-              "      <td>0.849200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1931</td>\n",
-              "      <td>0.768100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1932</td>\n",
-              "      <td>0.643800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1933</td>\n",
-              "      <td>0.632700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1934</td>\n",
-              "      <td>0.663700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1935</td>\n",
-              "      <td>0.779800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1936</td>\n",
-              "      <td>0.620600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1937</td>\n",
-              "      <td>0.610300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1938</td>\n",
-              "      <td>0.624800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1939</td>\n",
-              "      <td>0.636600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1940</td>\n",
-              "      <td>0.784100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1941</td>\n",
-              "      <td>0.609100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1942</td>\n",
-              "      <td>0.582900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1943</td>\n",
-              "      <td>0.762400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1944</td>\n",
-              "      <td>0.809100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1945</td>\n",
-              "      <td>0.741800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1946</td>\n",
-              "      <td>0.747200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1947</td>\n",
-              "      <td>0.626100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1948</td>\n",
-              "      <td>0.627700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1949</td>\n",
-              "      <td>0.658700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1950</td>\n",
-              "      <td>0.877900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1951</td>\n",
-              "      <td>0.894300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1952</td>\n",
-              "      <td>0.636800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1953</td>\n",
-              "      <td>0.716500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1954</td>\n",
-              "      <td>0.620500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1955</td>\n",
-              "      <td>0.664900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1956</td>\n",
-              "      <td>0.941200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1957</td>\n",
-              "      <td>0.633200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1958</td>\n",
-              "      <td>0.876800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1959</td>\n",
-              "      <td>0.719800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1960</td>\n",
-              "      <td>0.545100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1961</td>\n",
-              "      <td>0.717800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1962</td>\n",
-              "      <td>0.677300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1963</td>\n",
-              "      <td>0.683500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1964</td>\n",
-              "      <td>0.894200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1965</td>\n",
-              "      <td>0.560200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1966</td>\n",
-              "      <td>0.676300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1967</td>\n",
-              "      <td>0.644000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1968</td>\n",
-              "      <td>0.634100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1969</td>\n",
-              "      <td>0.723100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1970</td>\n",
-              "      <td>0.620100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1971</td>\n",
-              "      <td>0.586600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1972</td>\n",
-              "      <td>0.788700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1973</td>\n",
-              "      <td>0.635300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1974</td>\n",
-              "      <td>0.582700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1975</td>\n",
-              "      <td>0.602500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1976</td>\n",
-              "      <td>0.629300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1977</td>\n",
-              "      <td>0.788800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1978</td>\n",
-              "      <td>0.613200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1979</td>\n",
-              "      <td>0.721400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1980</td>\n",
-              "      <td>0.618600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1981</td>\n",
-              "      <td>0.573900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1982</td>\n",
-              "      <td>0.925200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1983</td>\n",
-              "      <td>0.707800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1984</td>\n",
-              "      <td>0.551600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1985</td>\n",
-              "      <td>0.859200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1986</td>\n",
-              "      <td>0.568300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1987</td>\n",
-              "      <td>0.631000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1988</td>\n",
-              "      <td>0.685000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1989</td>\n",
-              "      <td>0.578600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1990</td>\n",
-              "      <td>0.931400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1991</td>\n",
-              "      <td>0.602500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1992</td>\n",
-              "      <td>0.725000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1993</td>\n",
-              "      <td>0.861600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1994</td>\n",
-              "      <td>0.600100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1995</td>\n",
-              "      <td>0.631200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1996</td>\n",
-              "      <td>0.661200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1997</td>\n",
-              "      <td>0.658300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1998</td>\n",
-              "      <td>0.784500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>1999</td>\n",
-              "      <td>0.717000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2000</td>\n",
-              "      <td>0.694800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2001</td>\n",
-              "      <td>0.966800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2002</td>\n",
-              "      <td>0.669400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2003</td>\n",
-              "      <td>0.727200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2004</td>\n",
-              "      <td>0.781500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2005</td>\n",
-              "      <td>0.732200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2006</td>\n",
-              "      <td>0.789400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2007</td>\n",
-              "      <td>0.572700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2008</td>\n",
-              "      <td>0.660400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2009</td>\n",
-              "      <td>0.712200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2010</td>\n",
-              "      <td>0.650900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2011</td>\n",
-              "      <td>0.847100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2012</td>\n",
-              "      <td>0.635600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2013</td>\n",
-              "      <td>0.760100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2014</td>\n",
-              "      <td>0.551500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2015</td>\n",
-              "      <td>0.605600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2016</td>\n",
-              "      <td>0.740700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2017</td>\n",
-              "      <td>0.855500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2018</td>\n",
-              "      <td>0.694600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2019</td>\n",
-              "      <td>0.694300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2020</td>\n",
-              "      <td>0.603500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2021</td>\n",
-              "      <td>0.647500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2022</td>\n",
-              "      <td>0.733500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2023</td>\n",
-              "      <td>0.710800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2024</td>\n",
-              "      <td>0.601000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2025</td>\n",
-              "      <td>1.045800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2026</td>\n",
-              "      <td>0.736900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2027</td>\n",
-              "      <td>0.616700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2028</td>\n",
-              "      <td>0.688600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2029</td>\n",
-              "      <td>0.626900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2030</td>\n",
-              "      <td>0.547800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2031</td>\n",
-              "      <td>0.603900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2032</td>\n",
-              "      <td>0.746800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2033</td>\n",
-              "      <td>0.566200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2034</td>\n",
-              "      <td>0.778300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2035</td>\n",
-              "      <td>0.690400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2036</td>\n",
-              "      <td>0.895300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2037</td>\n",
-              "      <td>0.568100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2038</td>\n",
-              "      <td>0.757000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2039</td>\n",
-              "      <td>0.750800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2040</td>\n",
-              "      <td>0.561600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2041</td>\n",
-              "      <td>0.694900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2042</td>\n",
-              "      <td>0.714400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2043</td>\n",
-              "      <td>0.552300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2044</td>\n",
-              "      <td>0.778700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2045</td>\n",
-              "      <td>0.583600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2046</td>\n",
-              "      <td>0.758500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2047</td>\n",
-              "      <td>0.625600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2048</td>\n",
-              "      <td>0.599900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2049</td>\n",
-              "      <td>0.825000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2050</td>\n",
-              "      <td>0.646900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2051</td>\n",
-              "      <td>0.545100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2052</td>\n",
-              "      <td>0.703600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2053</td>\n",
-              "      <td>0.740200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2054</td>\n",
-              "      <td>0.668700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2055</td>\n",
-              "      <td>0.832800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2056</td>\n",
-              "      <td>0.654300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2057</td>\n",
-              "      <td>0.584900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2058</td>\n",
-              "      <td>0.797600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2059</td>\n",
-              "      <td>0.576500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2060</td>\n",
-              "      <td>0.781000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2061</td>\n",
-              "      <td>0.547800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2062</td>\n",
-              "      <td>0.641700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2063</td>\n",
-              "      <td>0.673300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2064</td>\n",
-              "      <td>0.613700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2065</td>\n",
-              "      <td>0.849700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2066</td>\n",
-              "      <td>0.595500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2067</td>\n",
-              "      <td>0.444200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2068</td>\n",
-              "      <td>0.702000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2069</td>\n",
-              "      <td>0.587800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2070</td>\n",
-              "      <td>0.620300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2071</td>\n",
-              "      <td>1.104400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2072</td>\n",
-              "      <td>0.666000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2073</td>\n",
-              "      <td>0.645900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2074</td>\n",
-              "      <td>0.657300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2075</td>\n",
-              "      <td>0.658900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2076</td>\n",
-              "      <td>0.588000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2077</td>\n",
-              "      <td>0.841500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2078</td>\n",
-              "      <td>0.609700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2079</td>\n",
-              "      <td>0.811900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2080</td>\n",
-              "      <td>0.677100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2081</td>\n",
-              "      <td>0.686500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2082</td>\n",
-              "      <td>0.703800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2083</td>\n",
-              "      <td>0.851900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2084</td>\n",
-              "      <td>0.773900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2085</td>\n",
-              "      <td>0.639200</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2086</td>\n",
-              "      <td>0.608800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2087</td>\n",
-              "      <td>0.820600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2088</td>\n",
-              "      <td>0.624600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2089</td>\n",
-              "      <td>0.822700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2090</td>\n",
-              "      <td>0.779300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2091</td>\n",
-              "      <td>0.574800</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2092</td>\n",
-              "      <td>0.619300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2093</td>\n",
-              "      <td>0.588900</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2094</td>\n",
-              "      <td>0.597700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2095</td>\n",
-              "      <td>0.663500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2096</td>\n",
-              "      <td>0.893600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2097</td>\n",
-              "      <td>0.783500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2098</td>\n",
-              "      <td>0.645000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2099</td>\n",
-              "      <td>0.636000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2100</td>\n",
-              "      <td>0.651100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2101</td>\n",
-              "      <td>0.647600</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2102</td>\n",
-              "      <td>0.686000</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2103</td>\n",
-              "      <td>0.615500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2104</td>\n",
-              "      <td>0.746400</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2105</td>\n",
-              "      <td>0.820100</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2106</td>\n",
-              "      <td>0.743300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2107</td>\n",
-              "      <td>0.719500</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2108</td>\n",
-              "      <td>0.629300</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2109</td>\n",
-              "      <td>0.612700</td>\n",
-              "    </tr>\n",
-              "    <tr>\n",
-              "      <td>2110</td>\n",
-              "      <td>0.736500</td>\n",
-              "    </tr>\n",
-              "  </tbody>\n",
-              "</table><p>"
-            ]
-          },
-          "metadata": {}
-        }
-      ]
-    },
-    {
-      "cell_type": "markdown",
-      "source": [
-        "#**MODEL SAVING**"
-      ],
-      "metadata": {
-        "id": "xj6XdJWNF6Pb"
-      }
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "!wait"
-      ],
-      "metadata": {
-        "id": "ULl7losCFj9L"
-      },
-      "execution_count": 26,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "if True: model.push_to_hub_merged(\"Siddartha10/Qwen-7B-A50\", tokenizer, save_method = \"merged_16bit\")\n",
-        "# USE YOU HF ACCOUNT AND NOT THE ORG\n",
-        "# NAME FORMAT : HINDI-MODELNAME-EXTENSION-A/B-00 - USE A/B is BENCHMARK DATASETS WERE SET TO TRUE/FALSE IN FLAGS , THE NUMBER IS THE RATIO USED ABOVE"
-      ],
-      "metadata": {
-        "id": "cEGk9Cm1FmoH",
-        "colab": {
-          "base_uri": "https://localhost:8080/",
-          "height": 473,
-          "referenced_widgets": [
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-        "outputId": "b2444756-9938-47e6-9b2b-7ad2e992cb98"
-      },
-      "execution_count": 27,
-      "outputs": [
-        {
-          "output_type": "stream",
-          "name": "stderr",
-          "text": [
-            "Unsloth: You are pushing to hub, but you passed your HF username = Siddartha10.\n",
-            "We shall truncate Siddartha10/Qwen-7B-A50 to Qwen-7B-A50\n",
-            "Unsloth: Kaggle/Colab has limited disk space. We need to delete the downloaded\n",
-            "model which will save 4-16GB of disk space, allowing you to save on Kaggle/Colab.\n",
-            "Unsloth: Will remove a cached repo with size 15.2G\n"
-          ]
-        },
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Unsloth: Merging 4bit and LoRA weights to 16bit...\n",
-            "Unsloth: Will use up to 49.66 out of 83.48 RAM for saving.\n",
-            "Unsloth: Saving model... This might take 5 minutes ...\n"
-          ]
-        },
-        {
-          "output_type": "stream",
-          "name": "stderr",
-          "text": [
-            "100%|██████████| 28/28 [00:00<00:00, 50.89it/s]\n"
-          ]
-        },
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Unsloth: Saving tokenizer..."
-          ]
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "tokenizer.json:   0%|          | 0.00/11.4M [00:00<?, ?B/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "12778a0f8d03420aa2c1a7c161f85c90"
-            }
-          },
-          "metadata": {}
-        },
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            " Done.\n"
-          ]
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "README.md:   0%|          | 0.00/578 [00:00<?, ?B/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "256a7344e3844f9b8946f934fa46db9d"
-            }
-          },
-          "metadata": {}
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "model-00002-of-00004.safetensors:   0%|          | 0.00/4.93G [00:00<?, ?B/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "b47b5533e0014754affccdfba0a7b907"
-            }
-          },
-          "metadata": {}
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "Upload 4 LFS files:   0%|          | 0/4 [00:00<?, ?it/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "4b99b004f61e4e73ad109bce4b4b5822"
-            }
-          },
-          "metadata": {}
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "model-00003-of-00004.safetensors:   0%|          | 0.00/4.33G [00:00<?, ?B/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "bd880026b38a4415ae4424700126caa0"
-            }
-          },
-          "metadata": {}
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "model-00004-of-00004.safetensors:   0%|          | 0.00/1.09G [00:00<?, ?B/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "d7b0babb8bde46f7a15c2860ef8879ce"
-            }
-          },
-          "metadata": {}
-        },
-        {
-          "output_type": "display_data",
-          "data": {
-            "text/plain": [
-              "model-00001-of-00004.safetensors:   0%|          | 0.00/4.88G [00:00<?, ?B/s]"
-            ],
-            "application/vnd.jupyter.widget-view+json": {
-              "version_major": 2,
-              "version_minor": 0,
-              "model_id": "8ef6f8357c6149dc8fb908fcdeec2aa1"
-            }
-          },
-          "metadata": {}
-        },
-        {
-          "output_type": "stream",
-          "name": "stdout",
-          "text": [
-            "Done.\n",
-            "Saved merged model to https://huggingface.co/Siddartha10/Qwen-7B-A50\n"
-          ]
-        }
-      ]
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "# SET THE REPO PRIVATE AFTER UPLOAD\n",
-        "# UPLOAD THE CSV TO THE REPO AFTER IT IS MADE PRIVATE\n",
-        "# CSV >> THE CSV SAVED IN YOUR RUNTIME"
-      ],
-      "metadata": {
-        "id": "U5gGbbSNF1oB"
-      },
-      "execution_count": 28,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [
-        "from google.colab import runtime\n",
-        "runtime.unassign()"
-      ],
-      "metadata": {
-        "id": "bgwLWUhvXvsZ"
-      },
-      "execution_count": null,
-      "outputs": []
-    },
-    {
-      "cell_type": "code",
-      "source": [],
-      "metadata": {
-        "id": "oULzhQ-HX45S"
-      },
-      "execution_count": null,
-      "outputs": []
-    }
-  ]
-}
\ No newline at end of file