Subramanyam_Sahoo_OpenNMT GoogleColab.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": []
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU",
    "gpuClass": "standard"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "**How to run OpenNMT on google colab:**\n",
        "- Notebook settings\n",
        "- OpenNMT installation\n",
        "- Files prepration\n",
        "- Config file\n",
        "- Training\n",
        "- Testing a model"
      ],
      "metadata": {
        "id": "WosnJwBG6VVr"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install OpenNMT-py"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 0
        },
        "id": "nAh87wRQ5VZq",
        "outputId": "c6a34d7f-dfa2-4d8a-ed30-14314a2195e3"
      },
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
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          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!pwd"
      ],
      "metadata": {
        "id": "CCLjX0TAx-xY",
        "outputId": "627ebe65-07ba-401b-d585-5a6dcd141c45",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 0
        }
      },
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "jCJrRKZM8Tfs"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!onmt_build_vocab -config Data/config.yaml -n_sample 2500"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 0
        },
        "id": "DzdECgHl7FKK",
        "outputId": "175d6269-5565-40e6-8976-de3935fe8728"
      },
      "execution_count": 17,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Corpus corpus_1's weight should be given. We default it to 1 for you.\n",
            "[2022-12-07 05:54:31,830 INFO] Counter vocab from 2500 samples.\n",
            "[2022-12-07 05:54:31,830 INFO] Build vocab on 2500 transformed examples/corpus.\n",
            "[2022-12-07 05:54:31,904 INFO] Counters src:4994\n",
            "[2022-12-07 05:54:31,904 INFO] Counters tgt:5935\n",
            "Traceback (most recent call last):\n",
            "  File \"/usr/local/bin/onmt_build_vocab\", line 8, in <module>\n",
            "    sys.exit(main())\n",
            "  File \"/usr/local/lib/python3.8/dist-packages/onmt/bin/build_vocab.py\", line 200, in main\n",
            "    build_vocab_main(opts)\n",
            "  File \"/usr/local/lib/python3.8/dist-packages/onmt/bin/build_vocab.py\", line 184, in build_vocab_main\n",
            "    save_counter(src_counter, opts.src_vocab)\n",
            "  File \"/usr/local/lib/python3.8/dist-packages/onmt/bin/build_vocab.py\", line 173, in save_counter\n",
            "    check_path(save_path, exist_ok=opts.overwrite, log=logger.warning)\n",
            "  File \"/usr/local/lib/python3.8/dist-packages/onmt/utils/misc.py\", line 47, in check_path\n",
            "    raise IOError(f\"path {path} exists, stop.\")\n",
            "OSError: path Data/run/example.vocab.src exists, stop.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "K_cAcDOA8ll0"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!onmt_train -config Data/config.yaml"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 0
        },
        "id": "Y-4S0QOS9d_7",
        "outputId": "d5bdd314-1d24-4883-8c5c-33e99bc3a9fa"
      },
      "execution_count": 18,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "[2022-12-07 06:05:49,284 INFO] Weighted corpora loaded so far:\n",
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            "[2022-12-07 06:08:53,509 INFO] Step 1000/ 1000; acc: 34.9; ppl:  26.8; xent: 3.3; lr: 1.00000; sents:    3162; bsz: 1174/1282/63; 1592/1738 tok/s;    839 sec;\n",
            "[2022-12-07 06:08:56,807 INFO] Train perplexity: 184.6\n",
            "[2022-12-07 06:08:56,807 INFO] Train accuracy: 20.7402\n",
            "[2022-12-07 06:08:56,807 INFO] Sentences processed: 63088\n",
            "[2022-12-07 06:08:56,807 INFO] Average bsz: 1103/1214/63\n",
            "[2022-12-07 06:08:56,807 INFO] Validation perplexity: 14.0123\n",
            "[2022-12-07 06:08:56,807 INFO] Validation accuracy: 44.8717\n",
            "[2022-12-07 06:08:56,812 INFO] Saving checkpoint Data/run/model_step_1000.pt\n",
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            "\t\t\t* corpus_1: 5243\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!onmt_translate -model Data/run/model_step_1000.pt -src Data/src-test.txt -output Data/pred_1000.txt -gpu 0 -verbose"
      ],
      "metadata": {
        "id": "e8Gu-sFj9vIy",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 0
        },
        "outputId": "e3f42eec-4c3d-4b4b-fb14-f276c8873dea"
      },
      "execution_count": 19,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "[2022-12-07 06:13:25,482 INFO] \n",
            "SENT 1: None\n",
            "PRED 1: यौन जनित रोग का उपचार करें ।\n",
            "PRED SCORE: -0.9282\n",
            "\n",
            "[2022-12-07 06:13:25,482 INFO] \n",
            "SENT 2: None\n",
            "PRED 2: आँखों के किसी भाग का प्रयोग करें ।\n",
            "PRED SCORE: -0.9904\n",
            "\n",
            "[2022-12-07 06:13:25,482 INFO] \n",
            "SENT 3: None\n",
            "PRED 3: शरीर के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -1.0145\n",
            "\n",
            "[2022-12-07 06:13:25,482 INFO] \n",
            "SENT 4: None\n",
            "PRED 4: स्तन कैंसर की पहचान करने के लिए बढ़ती है ।\n",
            "PRED SCORE: -0.9182\n",
            "\n",
            "[2022-12-07 06:13:25,482 INFO] \n",
            "SENT 5: None\n",
            "PRED 5: पूरी आस्तीन के बाद आपको - प्रयोग न कर सकते हैं , पर आप अपने किसी से जाँच न ले सकते हैं ।\n",
            "PRED SCORE: -1.4162\n",
            "\n",
            "[2022-12-07 06:13:25,483 INFO] \n",
            "SENT 6: None\n",
            "PRED 6: शरीर के किसी भाग में किसी भी अंग में परेशानी हो जाता है ।\n",
            "PRED SCORE: -1.1189\n",
            "\n",
            "[2022-12-07 06:13:25,483 INFO] \n",
            "SENT 7: None\n",
            "PRED 7: हर्निया की तीव्रता पर निर्भर करता है कि कैंसर का अनुमान किया जाता है ।\n",
            "PRED SCORE: -1.1143\n",
            "\n",
            "[2022-12-07 06:13:25,483 INFO] \n",
            "SENT 8: None\n",
            "PRED 8: परन्तु 1970 तक यह निश्चित नही था कि इन्फ्रारेड का उपयोग चिकित्सा में किया जा सकता है ।\n",
            "PRED SCORE: -0.8177\n",
            "\n",
            "[2022-12-07 06:13:25,483 INFO] \n",
            "SENT 9: None\n",
            "PRED 9: सेब के प्रयोग से बचें ।\n",
            "PRED SCORE: -0.8717\n",
            "\n",
            "[2022-12-07 06:13:25,483 INFO] \n",
            "SENT 10: None\n",
            "PRED 10: शरीर के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -1.0177\n",
            "\n",
            "[2022-12-07 06:13:25,484 INFO] \n",
            "SENT 11: None\n",
            "PRED 11: साथ ही यह है कि सर्जरी से होने वाली संभावना या जा सकती है ।\n",
            "PRED SCORE: -1.1441\n",
            "\n",
            "[2022-12-07 06:13:25,484 INFO] \n",
            "SENT 12: None\n",
            "PRED 12: कान में सरसों के तेल में कपूर मिश्रित सरसों का तेल पीने से बाहर निकल आता है ।\n",
            "PRED SCORE: -0.8674\n",
            "\n",
            "[2022-12-07 06:13:25,484 INFO] \n",
            "SENT 13: None\n",
            "PRED 13: नियमित खुराक , गर्भ से होने वाली समस्याएँ कम हो सकती है ।\n",
            "PRED SCORE: -1.2576\n",
            "\n",
            "[2022-12-07 06:13:25,484 INFO] \n",
            "SENT 14: None\n",
            "PRED 14: नियमित खुराक , जो , पैर से न हो सकती है ।\n",
            "PRED SCORE: -1.3750\n",
            "\n",
            "[2022-12-07 06:13:25,484 INFO] \n",
            "SENT 15: None\n",
            "PRED 15: शरीर के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -1.0243\n",
            "\n",
            "[2022-12-07 06:13:25,484 INFO] \n",
            "SENT 16: None\n",
            "PRED 16: नियमित सोनोग्राफी में एक चौथाई से कम हो जाती है ।\n",
            "PRED SCORE: -1.3302\n",
            "\n",
            "[2022-12-07 06:13:25,485 INFO] \n",
            "SENT 17: None\n",
            "PRED 17: हमारे देश में किसी तरह का प्रयोग करें ।\n",
            "PRED SCORE: -1.1245\n",
            "\n",
            "[2022-12-07 06:13:25,485 INFO] \n",
            "SENT 18: None\n",
            "PRED 18: किसी भी व्यक्ति को अपने शरीर के किसी भाग का प्रयोग किया जा रहा है ।\n",
            "PRED SCORE: -1.1748\n",
            "\n",
            "[2022-12-07 06:13:25,485 INFO] \n",
            "SENT 19: None\n",
            "PRED 19: सलाद के पत्ते के बाल को हटा कर कर सकते हैं ।\n",
            "PRED SCORE: -1.0918\n",
            "\n",
            "[2022-12-07 06:13:25,485 INFO] \n",
            "SENT 20: None\n",
            "PRED 20: यौन जनित रोग का उपचार करें ।\n",
            "PRED SCORE: -0.9556\n",
            "\n",
            "[2022-12-07 06:13:25,485 INFO] \n",
            "SENT 21: None\n",
            "PRED 21: यौन जनित रोग के समय का उपचार करें ।\n",
            "PRED SCORE: -1.1034\n",
            "\n",
            "[2022-12-07 06:13:25,485 INFO] \n",
            "SENT 22: None\n",
            "PRED 22: हर्निया के बारे में यह ध्यान ले सकते हैं ।\n",
            "PRED SCORE: -1.1121\n",
            "\n",
            "[2022-12-07 06:13:25,485 INFO] \n",
            "SENT 23: None\n",
            "PRED 23: शरीर के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -1.0234\n",
            "\n",
            "[2022-12-07 06:13:25,486 INFO] \n",
            "SENT 24: None\n",
            "PRED 24: एक घंटा घरेलू कामकाज करें ।\n",
            "PRED SCORE: -0.9288\n",
            "\n",
            "[2022-12-07 06:13:25,486 INFO] \n",
            "SENT 25: None\n",
            "PRED 25: नवजात शिशु को अपने बीच में पाया जाता है ।\n",
            "PRED SCORE: -1.0924\n",
            "\n",
            "[2022-12-07 06:13:25,486 INFO] \n",
            "SENT 26: None\n",
            "PRED 26: त्वचा के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -1.2295\n",
            "\n",
            "[2022-12-07 06:13:25,486 INFO] \n",
            "SENT 27: None\n",
            "PRED 27: पेट से बहुत ही पता चलता है कि शरीर को साफ कर सकती है ।\n",
            "PRED SCORE: -1.2961\n",
            "\n",
            "[2022-12-07 06:13:25,486 INFO] \n",
            "SENT 28: None\n",
            "PRED 28: गाँठ में किसी प्रकार का पता लगाने में मदद मिलती है ।\n",
            "PRED SCORE: -1.0770\n",
            "\n",
            "[2022-12-07 06:13:25,487 INFO] \n",
            "SENT 29: None\n",
            "PRED 29: गाँठ में किसी भी परिवर्तन को भी फैल सकता है ।\n",
            "PRED SCORE: -0.9638\n",
            "\n",
            "[2022-12-07 06:13:25,487 INFO] \n",
            "SENT 30: None\n",
            "PRED 30: परन्तु 1970 तक यह निश्चित नहीं था कि इन्फ्रारेड का उपयोग ?\n",
            "PRED SCORE: -0.8889\n",
            "\n",
            "[2022-12-07 06:13:25,592 INFO] \n",
            "SENT 31: None\n",
            "PRED 31: अगर उनमें में किसी भी प्रकार हो ।\n",
            "PRED SCORE: -1.2512\n",
            "\n",
            "[2022-12-07 06:13:25,592 INFO] \n",
            "SENT 32: None\n",
            "PRED 32: उल्लेखनीय है कि हमारे देश में लगभग दस प्रतिशत हिस्सा अपने जीवनकाल में आने से फैलता है ।\n",
            "PRED SCORE: -1.1360\n",
            "\n",
            "[2022-12-07 06:13:25,592 INFO] \n",
            "SENT 33: None\n",
            "PRED 33: लेकिन यह या कक्षा में यह या तो ज्यादा या कंप्यूटर में यह या तो ज्यादा है कि कंप्यूटर में यह न लग सकता है ।\n",
            "PRED SCORE: -1.3635\n",
            "\n",
            "[2022-12-07 06:13:25,593 INFO] \n",
            "SENT 34: None\n",
            "PRED 34: शरीर के किसी भाग का प्रयोग करें ।\n",
            "PRED SCORE: -0.6712\n",
            "\n",
            "[2022-12-07 06:13:25,593 INFO] \n",
            "SENT 35: None\n",
            "PRED 35: सरसों के तेल में दो - दो तरह के साथ करें ।\n",
            "PRED SCORE: -1.1236\n",
            "\n",
            "[2022-12-07 06:13:25,593 INFO] \n",
            "SENT 36: None\n",
            "PRED 36: किसी भी व्यक्ति को अपने शरीर के किसी भाग में फैल जाते हैं ।\n",
            "PRED SCORE: -1.2109\n",
            "\n",
            "[2022-12-07 06:13:25,593 INFO] \n",
            "SENT 37: None\n",
            "PRED 37: अब हम सेरीब्रम को पार कर दिया गया है कि हम मस्तिष्क को कौन प्रोग्राम कर दिया जाता है ।\n",
            "PRED SCORE: -1.3422\n",
            "\n",
            "[2022-12-07 06:13:25,593 INFO] \n",
            "SENT 38: None\n",
            "PRED 38: पूरी आस्तीन के बाद आपको - कभी कभी न हो सकते हैं ।\n",
            "PRED SCORE: -1.3319\n",
            "\n",
            "[2022-12-07 06:13:25,593 INFO] \n",
            "SENT 39: None\n",
            "PRED 39: हलक़ के साथ मिला करें ।\n",
            "PRED SCORE: -1.0636\n",
            "\n",
            "[2022-12-07 06:13:25,594 INFO] \n",
            "SENT 40: None\n",
            "PRED 40: बिना शक्कर की ब्लैक कॉफी या आइस टी लें । दो-तीन रोग के साथ करें ।\n",
            "PRED SCORE: -1.1020\n",
            "\n",
            "[2022-12-07 06:13:25,594 INFO] \n",
            "SENT 41: None\n",
            "PRED 41: समय पर देरी करें ।\n",
            "PRED SCORE: -0.9083\n",
            "\n",
            "[2022-12-07 06:13:25,594 INFO] \n",
            "SENT 42: None\n",
            "PRED 42: लगभग 20 तरह के सेक्सुअल ट्रांसमिटेड इन्फेक्शन होते हैं ।\n",
            "PRED SCORE: -1.0013\n",
            "\n",
            "[2022-12-07 06:13:25,594 INFO] \n",
            "SENT 43: None\n",
            "PRED 43: शरीर के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -1.0180\n",
            "\n",
            "[2022-12-07 06:13:25,594 INFO] \n",
            "SENT 44: None\n",
            "PRED 44: शरीर के किसी भाग का प्रयोग करें ।\n",
            "PRED SCORE: -0.8891\n",
            "\n",
            "[2022-12-07 06:13:25,594 INFO] \n",
            "SENT 45: None\n",
            "PRED 45: पूरी आस्तीन से आपको कभी न लग सकते हैं ।\n",
            "PRED SCORE: -1.0093\n",
            "\n",
            "[2022-12-07 06:13:25,595 INFO] \n",
            "SENT 46: None\n",
            "PRED 46: आप स्वंय जाँच करें कि आप आप अपने आप के कॉलम में दो सप्ताह में अपना पता लग सकता है ।\n",
            "PRED SCORE: -1.3194\n",
            "\n",
            "[2022-12-07 06:13:25,595 INFO] \n",
            "SENT 47: None\n",
            "PRED 47: तलाभुना भोजन लेने से बचें ।\n",
            "PRED SCORE: -0.8496\n",
            "\n",
            "[2022-12-07 06:13:25,595 INFO] \n",
            "SENT 48: None\n",
            "PRED 48: घर के समय को आपको ध्यान कर सकते हैं , जिस से नींद की संभावना बढ़ जाता है ।\n",
            "PRED SCORE: -1.3110\n",
            "\n",
            "[2022-12-07 06:13:25,595 INFO] \n",
            "SENT 49: None\n",
            "PRED 49: हर्निया के कारण अंतड़ियों में पाया जाता है ।\n",
            "PRED SCORE: -1.0387\n",
            "\n",
            "[2022-12-07 06:13:25,595 INFO] \n",
            "SENT 50: None\n",
            "PRED 50: यदि किसी प्रकार के ऑपरेशन के कारण हो जाती है ।\n",
            "PRED SCORE: -1.1973\n",
            "\n",
            "[2022-12-07 06:13:25,595 INFO] \n",
            "SENT 51: None\n",
            "PRED 51: मलेरिया द्वारा फैलता है ।\n",
            "PRED SCORE: -1.0702\n",
            "\n",
            "[2022-12-07 06:13:25,596 INFO] \n",
            "SENT 52: None\n",
            "PRED 52: गाँठ में दर्द होने लगता है ।\n",
            "PRED SCORE: -0.7951\n",
            "\n",
            "[2022-12-07 06:13:25,596 INFO] \n",
            "SENT 53: None\n",
            "PRED 53: एक घंटा घरेलू कामकाज करें ।\n",
            "PRED SCORE: -1.1304\n",
            "\n",
            "[2022-12-07 06:13:25,596 INFO] \n",
            "SENT 54: None\n",
            "PRED 54: एक घंटा घरेलू कामकाज करें ।\n",
            "PRED SCORE: -1.0495\n",
            "\n",
            "[2022-12-07 06:13:25,596 INFO] \n",
            "SENT 55: None\n",
            "PRED 55: दंडाणुज पेचिश रोग से बचने के लिए एक नया हथियार लगा है कि हमारे देश में किसी भी फायदा आती है ।\n",
            "PRED SCORE: -1.0515\n",
            "\n",
            "[2022-12-07 06:13:25,596 INFO] \n",
            "SENT 56: None\n",
            "PRED 56: चावल के रस में पानी के प्रयोग के साथ उपाय है ।\n",
            "PRED SCORE: -1.1304\n",
            "\n",
            "[2022-12-07 06:13:25,596 INFO] \n",
            "SENT 57: None\n",
            "PRED 57: क्या भाषा के द्वारा एक भागों में देखा गया है ।\n",
            "PRED SCORE: -1.2437\n",
            "\n",
            "[2022-12-07 06:13:25,596 INFO] \n",
            "SENT 58: None\n",
            "PRED 58: गाँठ में किसी भी परिवर्तन को भी पता चलता है ।\n",
            "PRED SCORE: -1.2168\n",
            "\n",
            "[2022-12-07 06:13:25,597 INFO] \n",
            "SENT 59: None\n",
            "PRED 59: त्वचा के कैंसर का एक मात्र संभव इलाज सर्जरी ही है ।\n",
            "PRED SCORE: -1.1153\n",
            "\n",
            "[2022-12-07 06:13:25,597 INFO] \n",
            "SENT 60: None\n",
            "PRED 60: इसी तरह हम सेरीब्रम के किसी भी स्थान पर हो जाने से यह या कोई कैसे हो जाती है ।\n",
            "PRED SCORE: -1.4338\n",
            "\n",
            "[2022-12-07 06:13:25,710 INFO] \n",
            "SENT 61: None\n",
            "PRED 61: बुखार और सारे शरीर पर विशिष्ट प्रकार से पीड़ित हो जाने से बुखार और सारे शरीर को ढक से बचाया जा सकता है ।\n",
            "PRED SCORE: -0.9545\n",
            "\n",
            "[2022-12-07 06:13:25,710 INFO] \n",
            "SENT 62: None\n",
            "PRED 62: गाँठ में किसी भी परिवर्तन को भी फैल सकता है ।\n",
            "PRED SCORE: -1.0300\n",
            "\n",
            "[2022-12-07 06:13:25,711 INFO] \n",
            "SENT 63: None\n",
            "PRED 63: सरसों के तेल में दो तरह के प्रयोग से बचें ।\n",
            "PRED SCORE: -0.9833\n",
            "\n",
            "[2022-12-07 06:13:25,711 INFO] \n",
            "SENT 64: None\n",
            "PRED 64: क्या स्कूल या कक्षा में इनका अनुपात ?\n",
            "PRED SCORE: -0.6784\n",
            "\n",
            "[2022-12-07 06:13:25,711 INFO] \n",
            "SENT 65: None\n",
            "PRED 65: क्या भाषा के द्वारा एक भागों में देखा गया है ।\n",
            "PRED SCORE: -1.2484\n",
            "\n",
            "[2022-12-07 06:13:25,711 INFO] \n",
            "SENT 66: None\n",
            "PRED 66: यौन जनित रोग के समय का समय पर उपचार करना चाहिए ताकि उपचार समय के लिए उपचार करना ।\n",
            "PRED SCORE: -1.2822\n",
            "\n",
            "[2022-12-07 06:13:25,711 INFO] \n",
            "SENT 67: None\n",
            "PRED 67: बुखार और सारे शरीर पर विशिष्ट प्रकार से पीड़ित होता है और शरीर को नींद से दूर किया जा सकता है ।\n",
            "PRED SCORE: -0.9337\n",
            "\n",
            "[2022-12-07 06:13:25,711 INFO] \n",
            "SENT 68: None\n",
            "PRED 68: शरीर के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -1.1414\n",
            "\n",
            "[2022-12-07 06:13:25,712 INFO] \n",
            "SENT 69: None\n",
            "PRED 69: गाँठ में किसी प्रकार का पता लगाने में मदद मिलती है ।\n",
            "PRED SCORE: -1.0189\n",
            "\n",
            "[2022-12-07 06:13:25,712 INFO] \n",
            "SENT 70: None\n",
            "PRED 70: यदि किसी प्रकार के कारण हो तो इन में किसी भी प्रकार के जोड़ों में प्रवेश कर सकते हैं ।\n",
            "PRED SCORE: -1.2929\n",
            "\n",
            "[2022-12-07 06:13:25,712 INFO] \n",
            "SENT 71: None\n",
            "PRED 71: क्या कहते हैं ?\n",
            "PRED SCORE: -0.6895\n",
            "\n",
            "[2022-12-07 06:13:25,712 INFO] \n",
            "SENT 72: None\n",
            "PRED 72: केवल एक फ़ीसदी मैग्नीशियम है ?\n",
            "PRED SCORE: -1.1446\n",
            "\n",
            "[2022-12-07 06:13:25,712 INFO] \n",
            "SENT 73: None\n",
            "PRED 73: माइग्रेन में दर्द होने पर दर्द बढ़ जाता है ।\n",
            "PRED SCORE: -1.0159\n",
            "\n",
            "[2022-12-07 06:13:25,712 INFO] \n",
            "SENT 74: None\n",
            "PRED 74: यही स्थिति में यह बीमारी है ।\n",
            "PRED SCORE: -0.9214\n",
            "\n",
            "[2022-12-07 06:13:25,712 INFO] \n",
            "SENT 75: None\n",
            "PRED 75: यौन जनित रोग से बचने के लिए शरीर को ऊर्जा से ज्यादा बीमारी है और शरीर को ऊर्जा से दूर किया जाता है ।\n",
            "PRED SCORE: -1.2206\n",
            "\n",
            "[2022-12-07 06:13:25,713 INFO] \n",
            "SENT 76: None\n",
            "PRED 76: शिशु रोग से बचाव के द्वारा होने वाली संभावना काफी गंभीर रही है ।\n",
            "PRED SCORE: -1.1908\n",
            "\n",
            "[2022-12-07 06:13:25,713 INFO] \n",
            "SENT 77: None\n",
            "PRED 77: क्या स्कूल या कक्षा में इनका अनुपात क्या है ? मैं ?\n",
            "PRED SCORE: -0.8437\n",
            "\n",
            "[2022-12-07 06:13:25,713 INFO] \n",
            "SENT 78: None\n",
            "PRED 78: पथरी से होने से जोड़ों में दर्द होने से जोड़ों में दर्द होने से जोड़ों में दर्द हो जाता है और शरीर में दर्द होने का खतरा बढ़ जाता है ।\n",
            "PRED SCORE: -0.9755\n",
            "\n",
            "[2022-12-07 06:13:25,713 INFO] \n",
            "SENT 79: None\n",
            "PRED 79: `` जनित रोग की आयु में मदद करता है ।\n",
            "PRED SCORE: -1.0042\n",
            "\n",
            "[2022-12-07 06:13:25,713 INFO] \n",
            "SENT 80: None\n",
            "PRED 80: शरीर के किसी भाग में गाँठ में दर्द हो जाता है ।\n",
            "PRED SCORE: -1.0139\n",
            "\n",
            "[2022-12-07 06:13:25,714 INFO] \n",
            "SENT 81: None\n",
            "PRED 81: ’फैको इसल्सिफिकेशन’ टेस्ट से बचने के लिए राज्य के बचाव के लिए विशेष जनपदों का सर्वाधिक ध्यान करना चाहिए ।\n",
            "PRED SCORE: -1.1675\n",
            "\n",
            "[2022-12-07 06:13:25,714 INFO] \n",
            "SENT 82: None\n",
            "PRED 82: घर के समय को आपको ध्यान कर सकते हैं कि सुन्न समय पर उपचार की संभावना दूर हो सकते हैं ।\n",
            "PRED SCORE: -1.2730\n",
            "\n",
            "[2022-12-07 06:13:25,714 INFO] \n",
            "SENT 83: None\n",
            "PRED 83: अगर आप को स्कूल या बिना किसी प्रकार से न हो सकती है ।\n",
            "PRED SCORE: -1.2206\n",
            "\n",
            "[2022-12-07 06:13:25,714 INFO] \n",
            "SENT 84: None\n",
            "PRED 84: यौन जनित रोग शरीर के किसी भी हिस्से को प्रभावित कर सकते हैं ।\n",
            "PRED SCORE: -1.0333\n",
            "\n",
            "[2022-12-07 06:13:25,714 INFO] \n",
            "SENT 85: None\n",
            "PRED 85: क्या स्कूल या कक्षा में इनका अनुपात ?\n",
            "PRED SCORE: -0.6927\n",
            "\n",
            "[2022-12-07 06:13:25,714 INFO] \n",
            "SENT 86: None\n",
            "PRED 86: सिर को सिर के शरीर के शरीर के शरीर के दो भाग के साथ मिला कर माथे पर दूध का प्रयोग करना दमा रोग का प्रयोग करना ।\n",
            "PRED SCORE: -1.1988\n",
            "\n",
            "[2022-12-07 06:13:25,715 INFO] \n",
            "SENT 87: None\n",
            "PRED 87: क्या भाषा के द्वारा कुछ भागों में देखा गया है ?\n",
            "PRED SCORE: -1.0101\n",
            "\n",
            "[2022-12-07 06:13:25,715 INFO] \n",
            "SENT 88: None\n",
            "PRED 88: क्या भाषा के द्वारा कुछ भागों में देखा गया है ?\n",
            "PRED SCORE: -0.9825\n",
            "\n",
            "[2022-12-07 06:13:25,715 INFO] \n",
            "SENT 89: None\n",
            "PRED 89: गाँठ में किसी प्रकार का एक बार है ।\n",
            "PRED SCORE: -1.2740\n",
            "\n",
            "[2022-12-07 06:13:25,715 INFO] \n",
            "SENT 90: None\n",
            "PRED 90: यौन जनित रोग से बचने के लिए बहुत ही लाभदायक है ।\n",
            "PRED SCORE: -0.9545\n",
            "\n",
            "[2022-12-07 06:13:25,853 INFO] \n",
            "SENT 91: None\n",
            "PRED 91: चिकुनगुनिया रोग के सेक्सुअल ट्रांसमिटेड इन्फेक्शन होते हैं ।\n",
            "PRED SCORE: -0.9278\n",
            "\n",
            "[2022-12-07 06:13:25,854 INFO] \n",
            "SENT 92: None\n",
            "PRED 92: क्या स्कूल या कक्षा में इनका अनुपात क्या है ?\n",
            "PRED SCORE: -0.6456\n",
            "\n",
            "[2022-12-07 06:13:25,854 INFO] \n",
            "SENT 93: None\n",
            "PRED 93: गाँठ में किसी प्रकार का पता लगाने में मदद मिलती है ।\n",
            "PRED SCORE: -1.0360\n",
            "\n",
            "[2022-12-07 06:13:25,854 INFO] \n",
            "SENT 94: None\n",
            "PRED 94: यौन जनित रोग के समय के लिए नजदीक का प्रयोग करें ।\n",
            "PRED SCORE: -1.1577\n",
            "\n",
            "[2022-12-07 06:13:25,854 INFO] \n",
            "SENT 95: None\n",
            "PRED 95: डायबिटीज एक ऐसी बीमारी है कि उसने गलतियाँ कर दिया जाता है ।\n",
            "PRED SCORE: -1.1658\n",
            "\n",
            "[2022-12-07 06:13:25,854 INFO] \n",
            "SENT 96: None\n",
            "PRED 96: घर के समय समय पर कराते रहें ।\n",
            "PRED SCORE: -0.9203\n",
            "\n",
            "[2022-12-07 06:13:25,855 INFO] \n",
            "SENT 97: None\n",
            "PRED 97: शरीर के किसी भाग में गाँठ में दर्द हो जाता है ।\n",
            "PRED SCORE: -1.0036\n",
            "\n",
            "[2022-12-07 06:13:25,855 INFO] \n",
            "SENT 98: None\n",
            "PRED 98: इन से ऊपर की संभावना काफी बढ़ जाती है ।\n",
            "PRED SCORE: -1.0714\n",
            "\n",
            "[2022-12-07 06:13:25,855 INFO] \n",
            "SENT 99: None\n",
            "PRED 99: लेकिन यह है कि काँटा चुभते ही अँगुली में मदद वाली काफी काफी बढ़ जाती है ।\n",
            "PRED SCORE: -0.9953\n",
            "\n",
            "[2022-12-07 06:13:25,855 INFO] \n",
            "SENT 100: None\n",
            "PRED 100: यौन जनित रोग शरीर के किसी भी अंगों को ढक कर सकते हैं ।\n",
            "PRED SCORE: -0.9325\n",
            "\n",
            "[2022-12-07 06:13:25,855 INFO] \n",
            "SENT 101: None\n",
            "PRED 101: परन्तु 1970 तक यह निश्चित नहीं था कि इन्फ्रारेड का उपयोग चिकित्सा के क्षेत्र में किया जा सकता है परन्तु कि यह है ।\n",
            "PRED SCORE: -0.9399\n",
            "\n",
            "[2022-12-07 06:13:25,856 INFO] \n",
            "SENT 102: None\n",
            "PRED 102: आमतौर पर यह बहुत ही महत्वपूर्ण है कि हम एक दूसरे के द्वारा होने वाली जाने से होने वाली बीमारी हो जाती है ।\n",
            "PRED SCORE: -1.2175\n",
            "\n",
            "[2022-12-07 06:13:25,856 INFO] \n",
            "SENT 103: None\n",
            "PRED 103: दंडाणुज पेचिश रोग से बचने के लिए इन्सुलिन की पत्तियों को काटकर निकाल दिया जाता है ।\n",
            "PRED SCORE: -0.9625\n",
            "\n",
            "[2022-12-07 06:13:25,856 INFO] \n",
            "SENT 104: None\n",
            "PRED 104: 40 से 40 साल की आयु के बाद महिलाओं को हर से 5 साल की आयु के सभी सभी ग्रंथियों को भी काटकर कहा जा सकता है ।\n",
            "PRED SCORE: -1.1477\n",
            "\n",
            "[2022-12-07 06:13:25,856 INFO] \n",
            "SENT 105: None\n",
            "PRED 105: शरीर के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -1.0207\n",
            "\n",
            "[2022-12-07 06:13:25,856 INFO] \n",
            "SENT 106: None\n",
            "PRED 106: लगभग 20 तरह के सेक्सुअल ट्रांसमिटेड इन्फेक्शन होते हैं ।\n",
            "PRED SCORE: -0.8526\n",
            "\n",
            "[2022-12-07 06:13:25,856 INFO] \n",
            "SENT 107: None\n",
            "PRED 107: शरीर के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -1.0861\n",
            "\n",
            "[2022-12-07 06:13:25,857 INFO] \n",
            "SENT 108: None\n",
            "PRED 108: अगर आप को स्कूल या बिना किसी अन्य वस्तु में हो तो आप को बिना बिना बिना किसी भी प्रकार के साथ हो , तो इसके बाद में किसी भी प्रकार के बाद हो तो कोई भी परिवर्तन में कोई भी पता चल जाए ।\n",
            "PRED SCORE: -1.6084\n",
            "\n",
            "[2022-12-07 06:13:25,857 INFO] \n",
            "SENT 109: None\n",
            "PRED 109: अगर आप को स्कूल या बिना किसी प्रकार से न हो तो आप को बिना बिना बिना किसी भी प्रकार के साथ हो तो इसके बाद में किसी भी प्रकार के साथ हो सकती है ।\n",
            "PRED SCORE: -1.5469\n",
            "\n",
            "[2022-12-07 06:13:25,857 INFO] \n",
            "SENT 110: None\n",
            "PRED 110: और गंजेपन से भी जोड़ों और अन्य अंगों के और हिस्से को भी फैल सकता है ।\n",
            "PRED SCORE: -1.1516\n",
            "\n",
            "[2022-12-07 06:13:25,857 INFO] \n",
            "SENT 111: None\n",
            "PRED 111: पेट के किसी भाग में किसी प्रकार से किसी अन्य व्यक्ति को अपने शरीर के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -1.3684\n",
            "\n",
            "[2022-12-07 06:13:25,857 INFO] \n",
            "SENT 112: None\n",
            "PRED 112: अब हम सेरीब्रम को पार कर दिया गया है कि हम मस्तिष्क का एक स्वरूप है ।\n",
            "PRED SCORE: -1.4689\n",
            "\n",
            "[2022-12-07 06:13:25,857 INFO] \n",
            "SENT 113: None\n",
            "PRED 113: 40 से 40 साल की आयु के बाद बच्चे को हर समय तक रखा जाय ।\n",
            "PRED SCORE: -1.3484\n",
            "\n",
            "[2022-12-07 06:13:25,858 INFO] \n",
            "SENT 114: None\n",
            "PRED 114: यदि किसी प्रकार के निदान के साथ ही तो मनुष्य में किसी भी प्रकार हो तो किसी भी प्रकार से हो सकती है ।\n",
            "PRED SCORE: -1.4342\n",
            "\n",
            "[2022-12-07 06:13:25,858 INFO] \n",
            "SENT 115: None\n",
            "PRED 115: परन्तु 1970 तक यह निश्चित नहीं था कि इन्फ्रारेड का उपयोग चिकित्सा के क्षेत्र में किया जा सकता है ।\n",
            "PRED SCORE: -0.7670\n",
            "\n",
            "[2022-12-07 06:13:25,858 INFO] \n",
            "SENT 116: None\n",
            "PRED 116: अधिकांश देशों में यह भी पता चला है कि हमारे देश में किसी भी किसी भी प्रकार के स्तन कैंसर को कई प्रकार के होते हैं , क्योंकि कि किसी भी किसी में किसी प्रकार के स्तन कैंसर की सलाह दी जाती है ।\n",
            "PRED SCORE: -1.3514\n",
            "\n",
            "[2022-12-07 06:13:25,858 INFO] \n",
            "SENT 117: None\n",
            "PRED 117: शरीर के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -1.0311\n",
            "\n",
            "[2022-12-07 06:13:25,858 INFO] \n",
            "SENT 118: None\n",
            "PRED 118: आँख में सूजन या तो अन्य पदार्थ से भी पता चलता है ।\n",
            "PRED SCORE: -1.2082\n",
            "\n",
            "[2022-12-07 06:13:25,858 INFO] \n",
            "SENT 119: None\n",
            "PRED 119: त्वचा पर होने वाली प्रत्येक गाँठ का परीक्षण अवश्य से कम करें ।\n",
            "PRED SCORE: -1.1971\n",
            "\n",
            "[2022-12-07 06:13:25,859 INFO] \n",
            "SENT 120: None\n",
            "PRED 120: चिकुनगुनिया रोग से बचाव के द्वारा होने वाली संभावना काफी गंभीर रही है या फिर जीवन से बचाव का एक प्रमुख कारण है ।\n",
            "PRED SCORE: -1.3972\n",
            "\n",
            "[2022-12-07 06:13:25,990 INFO] \n",
            "SENT 121: None\n",
            "PRED 121: इस प्रकार से अधिक आयु के लोगों में यह बीमारी है ।\n",
            "PRED SCORE: -0.9810\n",
            "\n",
            "[2022-12-07 06:13:25,991 INFO] \n",
            "SENT 122: None\n",
            "PRED 122: अगर आप को स्कूल या बिना किसी अन्य वस्तु में कोई भी पता चल जाए तो आप में किसी प्रकार से कोई भी पता चल जाए ।\n",
            "PRED SCORE: -1.3215\n",
            "\n",
            "[2022-12-07 06:13:25,991 INFO] \n",
            "SENT 123: None\n",
            "PRED 123: त्वचा पर होने वाली प्रत्येक गाँठ का परीक्षण अवश्य से कम करें ।\n",
            "PRED SCORE: -1.1027\n",
            "\n",
            "[2022-12-07 06:13:25,991 INFO] \n",
            "SENT 124: None\n",
            "PRED 124: शरीर के किसी भाग में गाँठ में दर्द हो जाता है ।\n",
            "PRED SCORE: -1.0035\n",
            "\n",
            "[2022-12-07 06:13:25,991 INFO] \n",
            "SENT 125: None\n",
            "PRED 125: ’फैको इसल्सिफिकेशन’ तकनीक से बचने के लिए एक स्थान पर किये जाने से बताती है ।\n",
            "PRED SCORE: -1.1247\n",
            "\n",
            "[2022-12-07 06:13:25,991 INFO] \n",
            "SENT 126: None\n",
            "PRED 126: चिकुनगुनिया रोग एक वर्ष से कम उम्र में ही एक है तो निम्न वर्ष में एक बार करानी चाहिए ।\n",
            "PRED SCORE: -1.3576\n",
            "\n",
            "[2022-12-07 06:13:25,991 INFO] \n",
            "SENT 127: None\n",
            "PRED 127: पेट के किसी भाग में किसी प्रकार से किसी अन्य व्यक्ति को अपने शरीर के किसी भाग के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -1.3907\n",
            "\n",
            "[2022-12-07 06:13:25,992 INFO] \n",
            "SENT 128: None\n",
            "PRED 128: कैंसरग्रस्त त्वचा के साथ ही यह पता चल जाता है कि सर्जरी से होने वाली सिस्ट या फिर कमजोर हो सकती है ।\n",
            "PRED SCORE: -1.1606\n",
            "\n",
            "[2022-12-07 06:13:25,992 INFO] \n",
            "SENT 129: None\n",
            "PRED 129: क्या भाषा के बिना आज के बिना हम हेमीस्फीयर पर बैठा हैं ?\n",
            "PRED SCORE: -1.3414\n",
            "\n",
            "[2022-12-07 06:13:25,992 INFO] \n",
            "SENT 130: None\n",
            "PRED 130: पेट के द्वारा होने वाली त्वचा की त्वचा को काटकर निकाल कर दिया जाता है ।\n",
            "PRED SCORE: -1.3731\n",
            "\n",
            "[2022-12-07 06:13:25,992 INFO] \n",
            "SENT 131: None\n",
            "PRED 131: मस्तिष्क पर होने वाला रोग का आकार बढ़ जाता है ।\n",
            "PRED SCORE: -1.0711\n",
            "\n",
            "[2022-12-07 06:13:25,992 INFO] \n",
            "SENT 132: None\n",
            "PRED 132: हेपेटाइटिस-ए में यह बीमारी शरीर में पाया जाता है ।\n",
            "PRED SCORE: -0.9645\n",
            "\n",
            "[2022-12-07 06:13:25,992 INFO] \n",
            "SENT 133: None\n",
            "PRED 133: चिकुनगुनिया रोग के सेक्सुअल ट्रांसमिटेड इन्फेक्शन होते हैं ।\n",
            "PRED SCORE: -1.0495\n",
            "\n",
            "[2022-12-07 06:13:25,993 INFO] \n",
            "SENT 134: None\n",
            "PRED 134: दंडाणुज पेचिश रोग से बचने के लिए इन्सुलिन की पत्तियों को काटकर निकाल दिया जाता है ।\n",
            "PRED SCORE: -0.9690\n",
            "\n",
            "[2022-12-07 06:13:25,993 INFO] \n",
            "SENT 135: None\n",
            "PRED 135: हम हम शरीर के किसी भी हिस्से में भी फैल सकता है ।\n",
            "PRED SCORE: -1.0703\n",
            "\n",
            "[2022-12-07 06:13:25,993 INFO] \n",
            "SENT 136: None\n",
            "PRED 136: डायबिटीज से होने वाली रूबेला की स्थिति में कैंसर हो जाती है और एक बार गाँठ में पाया जाता है ।\n",
            "PRED SCORE: -1.4104\n",
            "\n",
            "[2022-12-07 06:13:25,993 INFO] \n",
            "SENT 137: None\n",
            "PRED 137: हम हम कंप्यूटर को पार कर सकते हैं ।\n",
            "PRED SCORE: -1.1175\n",
            "\n",
            "[2022-12-07 06:13:25,993 INFO] \n",
            "SENT 138: None\n",
            "PRED 138: परन्तु 1970 तक यह निश्चित नहीं था कि इन्फ्रारेड का उपयोग चिकित्सा के क्षेत्र में किया जा सकता है ।\n",
            "PRED SCORE: -0.6687\n",
            "\n",
            "[2022-12-07 06:13:25,993 INFO] \n",
            "SENT 139: None\n",
            "PRED 139: अब हम सेरीब्रम को पार कर दिया गया है कि हम मस्तिष्क के बीच के क्षेत्र को अपना ध्यान दे सकते हैं ।\n",
            "PRED SCORE: -1.4282\n",
            "\n",
            "[2022-12-07 06:13:25,994 INFO] \n",
            "SENT 140: None\n",
            "PRED 140: मोतियाबिंद से बचने के लिए मरीज को अपने स्वास्थ्य से बचाव के लिए विस्तार से बताती है जिस से बचाव के लिए विस्तार से बताती है ।\n",
            "PRED SCORE: -0.9790\n",
            "\n",
            "[2022-12-07 06:13:25,994 INFO] \n",
            "SENT 141: None\n",
            "PRED 141: यही स्थिति में यह बीमारी है यह पोषक है ।\n",
            "PRED SCORE: -1.0536\n",
            "\n",
            "[2022-12-07 06:13:25,994 INFO] \n",
            "SENT 142: None\n",
            "PRED 142: सलाद के पत्ते के बाल को हटा कर सकते हैं ।\n",
            "PRED SCORE: -1.0604\n",
            "\n",
            "[2022-12-07 06:13:25,994 INFO] \n",
            "SENT 143: None\n",
            "PRED 143: परन्तु 1970 तक यह निश्चित नहीं था कि इन्फ्रारेड का उपयोग चिकित्सा के क्षेत्र में किया जा सकता है ।\n",
            "PRED SCORE: -0.6741\n",
            "\n",
            "[2022-12-07 06:13:25,994 INFO] \n",
            "SENT 144: None\n",
            "PRED 144: कुछ मामलों में यह कुछ भी पता चल जाता है ।\n",
            "PRED SCORE: -0.9748\n",
            "\n",
            "[2022-12-07 06:13:25,994 INFO] \n",
            "SENT 145: None\n",
            "PRED 145: डायबिटीज से बचाव के लक्षणों में एक बार अपने शरीर के किसी भाग के किसी भाग का प्रयोग किया जा रहा है ।\n",
            "PRED SCORE: -1.4139\n",
            "\n",
            "[2022-12-07 06:13:25,995 INFO] \n",
            "SENT 146: None\n",
            "PRED 146: डायबिटीज से होने वाली रूबेला की स्थिति में कैंसर हो जाती है और शरीर में दर्द हो जाता है ।\n",
            "PRED SCORE: -1.3345\n",
            "\n",
            "[2022-12-07 06:13:25,995 INFO] \n",
            "SENT 147: None\n",
            "PRED 147: जब इन से आधे के द्वारा होने वाली जाने से होने वाली सिस्ट या फिर कम से कम हो सकता है ।\n",
            "PRED SCORE: -1.4124\n",
            "\n",
            "[2022-12-07 06:13:25,995 INFO] \n",
            "SENT 148: None\n",
            "PRED 148: अब हम सेरीब्रम को पार कर दिया गया है कि हम मस्तिष्क के बीच के क्षेत्र को अपना संतुलन बना कर रहे हैं ।\n",
            "PRED SCORE: -1.4865\n",
            "\n",
            "[2022-12-07 06:13:25,995 INFO] \n",
            "SENT 149: None\n",
            "PRED 149: त्वचा पर होने वाली प्रत्येक गाँठ का परीक्षण अवश्य से कम करें ।\n",
            "PRED SCORE: -1.1211\n",
            "\n",
            "[2022-12-07 06:13:25,995 INFO] \n",
            "SENT 150: None\n",
            "PRED 150: आमतौर पर यह बीमारी है ।\n",
            "PRED SCORE: -0.8485\n",
            "\n",
            "[2022-12-07 06:13:26,102 INFO] \n",
            "SENT 151: None\n",
            "PRED 151: 40 वर्ष से अधिक आयु के लोगों को हर से 5 साल की आयु के लोगों में ही सहायक है ।\n",
            "PRED SCORE: -1.2005\n",
            "\n",
            "[2022-12-07 06:13:26,103 INFO] \n",
            "SENT 152: None\n",
            "PRED 152: चिकुनगुनिया रोग की उपस्थिति ही निकाले जाने की अनिवार्यता नहीं है ।\n",
            "PRED SCORE: -1.2093\n",
            "\n",
            "[2022-12-07 06:13:26,103 INFO] \n",
            "SENT 153: None\n",
            "PRED 153: चिकुनगुनिया रोग से बचाव के लिए मरीज को माइग्रेन के माध्यम से प्राप्त हो जाता है ।\n",
            "PRED SCORE: -1.3548\n",
            "\n",
            "[2022-12-07 06:13:26,103 INFO] \n",
            "SENT 154: None\n",
            "PRED 154: आँखों की रोशनी में दर्द न होने दें ।\n",
            "PRED SCORE: -1.0835\n",
            "\n",
            "[2022-12-07 06:13:26,103 INFO] \n",
            "SENT 155: None\n",
            "PRED 155: अब हम सेरीब्रम को पार कर रहे हैं ।\n",
            "PRED SCORE: -1.1055\n",
            "\n",
            "[2022-12-07 06:13:26,103 INFO] \n",
            "SENT 156: None\n",
            "PRED 156: परन्तु यह अनुमान लग सकता है ।\n",
            "PRED SCORE: -0.9849\n",
            "\n",
            "[2022-12-07 06:13:26,103 INFO] \n",
            "SENT 157: None\n",
            "PRED 157: कैंसरग्रस्त त्वचा के साथ ही साथ त्वचा की जाँच भी काटकर निकाली जाती है और एक दिन से उस से उस से राहत मिल सकता है ।\n",
            "PRED SCORE: -1.1563\n",
            "\n",
            "[2022-12-07 06:13:26,104 INFO] \n",
            "SENT 158: None\n",
            "PRED 158: एक सप्ताह में किसी भी व्यक्ति को अपने शरीर के किसी भाग में किसी प्रकार का पता लगाने के लिए 5 से फैलता है ।\n",
            "PRED SCORE: -1.3154\n",
            "\n",
            "[2022-12-07 06:13:26,104 INFO] \n",
            "SENT 159: None\n",
            "PRED 159: इस प्रकार का पता लगा कर कारण है कि हमारे देश में यह बीमारी है ।\n",
            "PRED SCORE: -1.4094\n",
            "\n",
            "[2022-12-07 06:13:26,104 INFO] \n",
            "SENT 160: None\n",
            "PRED 160: एक बार बात है कि आप की आयु से होने वाली सिस्ट , योनिमार्ग के पत्ते में दर्द होने की संभावना काफी बढ़ जाती है ।\n",
            "PRED SCORE: -1.4689\n",
            "\n",
            "[2022-12-07 06:13:26,104 INFO] \n",
            "SENT 161: None\n",
            "PRED 161: आमतौर पर यह बहुत ही पता चलता है कि इस से मरीज में होने वाली जाने से होने से जोड़ों में होने वाली प्रत्येक गाँठ में बहुत ही पता चलता है ।\n",
            "PRED SCORE: -1.2600\n",
            "\n",
            "[2022-12-07 06:13:26,105 INFO] \n",
            "SENT 162: None\n",
            "PRED 162: इस प्रकार का पता लगा कर रहा है ।\n",
            "PRED SCORE: -1.1433\n",
            "\n",
            "[2022-12-07 06:13:26,105 INFO] \n",
            "SENT 163: None\n",
            "PRED 163: आमतौर पर यह बहुत ही पता चलता है ।\n",
            "PRED SCORE: -0.8298\n",
            "\n",
            "[2022-12-07 06:13:26,105 INFO] \n",
            "SENT 164: None\n",
            "PRED 164: कई बार कई बार कई बार पैदा हो जाता है ।\n",
            "PRED SCORE: -0.8945\n",
            "\n",
            "[2022-12-07 06:13:26,105 INFO] \n",
            "SENT 165: None\n",
            "PRED 165: शरीर के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -0.9916\n",
            "\n",
            "[2022-12-07 06:13:26,105 INFO] \n",
            "SENT 166: None\n",
            "PRED 166: मस्तिष्क के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -1.1077\n",
            "\n",
            "[2022-12-07 06:13:26,106 INFO] \n",
            "SENT 167: None\n",
            "PRED 167: गाँठ में किसी प्रकार का पता लगाने में मदद मिलती है ।\n",
            "PRED SCORE: -1.0409\n",
            "\n",
            "[2022-12-07 06:13:26,106 INFO] \n",
            "SENT 168: None\n",
            "PRED 168: हमारा सेरीब्रम इतना विशाल हो गया है कि उसने मस्तिष्क का एक भागों में बाँट सकते हैं ।\n",
            "PRED SCORE: -0.7322\n",
            "\n",
            "[2022-12-07 06:13:26,106 INFO] \n",
            "SENT 169: None\n",
            "PRED 169: सलाद के पत्ते के बाल का सफेद अपने सिर में कपूर मिश्रित सरसों का तेल लगाता है ।\n",
            "PRED SCORE: -1.0823\n",
            "\n",
            "[2022-12-07 06:13:26,106 INFO] \n",
            "SENT 170: None\n",
            "PRED 170: सलाद के पत्ते के बाद योनिमार्ग के भीतर होने वाले रोगों की जाँच से बढ़ जाती है ।\n",
            "PRED SCORE: -1.2702\n",
            "\n",
            "[2022-12-07 06:13:26,107 INFO] \n",
            "SENT 171: None\n",
            "PRED 171: हम अचेतन से हम मिड-ब्रेन से राहत मिल सकता है ।\n",
            "PRED SCORE: -0.8943\n",
            "\n",
            "[2022-12-07 06:13:26,107 INFO] \n",
            "SENT 172: None\n",
            "PRED 172: गाँठ में दर्द होने से पहले दर्द हो ।\n",
            "PRED SCORE: -0.8579\n",
            "\n",
            "[2022-12-07 06:13:26,107 INFO] \n",
            "SENT 173: None\n",
            "PRED 173: क्या भाषा के द्वारा एक दूसरे से पहले या सायकोलाजिस्टों के लोगों को क्षति अपना अपना एक है ? मैं थक कर दिया है , जो कि किसी दूसरे में कैसे ।\n",
            "PRED SCORE: -1.6241\n",
            "\n",
            "[2022-12-07 06:13:26,107 INFO] \n",
            "SENT 174: None\n",
            "PRED 174: दंडाणुज पेचिश रोग से बचने के लिए इन्सुलिन की पत्तियों को काटकर निकाल दिया जाता है ।\n",
            "PRED SCORE: -1.0426\n",
            "\n",
            "[2022-12-07 06:13:26,107 INFO] \n",
            "SENT 175: None\n",
            "PRED 175: अतः किसी गाँठ में गाँठ का बहुत ध्यान लगाया जाता है ।\n",
            "PRED SCORE: -0.9877\n",
            "\n",
            "[2022-12-07 06:13:26,108 INFO] \n",
            "SENT 176: None\n",
            "PRED 176: पेट के किसी भाग में किसी प्रकार का पता लगाने के लिए किया जाता है ।\n",
            "PRED SCORE: -1.3007\n",
            "\n",
            "[2022-12-07 06:13:26,108 INFO] \n",
            "SENT 177: None\n",
            "PRED 177: दंडाणुज पेचिश रोग से बचने के लिए इन्सुलिन में एक नया हथियार लगा जाता है ।\n",
            "PRED SCORE: -1.2216\n",
            "\n",
            "[2022-12-07 06:13:26,108 INFO] \n",
            "SENT 178: None\n",
            "PRED 178: उल्लेखनीय है कि हमारे देश में किसी प्रकार का लगभग दस प्रतिशत उपाय है ।\n",
            "PRED SCORE: -1.0643\n",
            "\n",
            "[2022-12-07 06:13:26,108 INFO] \n",
            "SENT 179: None\n",
            "PRED 179: पेट के द्वारा होने वाली त्वचा की त्वचा को काटकर निकाल दिया जाता है ।\n",
            "PRED SCORE: -1.2567\n",
            "\n",
            "[2022-12-07 06:13:26,109 INFO] \n",
            "SENT 180: None\n",
            "PRED 180: आमतौर पर यह बहुत ही पता चलता है ।\n",
            "PRED SCORE: -0.7926\n",
            "\n",
            "[2022-12-07 06:13:26,202 INFO] \n",
            "SENT 181: None\n",
            "PRED 181: उल्लेखनीय है कि हमारे देश में लगभग दस प्रतिशत हिस्सा काफी समय के साथ किया जा सकता है ।\n",
            "PRED SCORE: -1.0815\n",
            "\n",
            "[2022-12-07 06:13:26,202 INFO] \n",
            "SENT 182: None\n",
            "PRED 182: आमतौर पर यह बहुत ही पता चलता है कि चिकित्सक पर होने वाली जाने से होने की संभावना या गंभीर होने से होने वाली संभावना की जाती है ।\n",
            "PRED SCORE: -1.1418\n",
            "\n",
            "[2022-12-07 06:13:26,202 INFO] \n",
            "SENT 183: None\n",
            "PRED 183: अब हम सेरीब्रम को पार कर दिया गया है कि हम मस्तिष्क के बीच की तरह से पीड़ित हो रहे हैं ।\n",
            "PRED SCORE: -1.3903\n",
            "\n",
            "[2022-12-07 06:13:26,203 INFO] \n",
            "SENT 184: None\n",
            "PRED 184: अब हम सेरीब्रम को पार कर सकते हैं ।\n",
            "PRED SCORE: -1.0808\n",
            "\n",
            "[2022-12-07 06:13:26,203 INFO] \n",
            "SENT 185: None\n",
            "PRED 185: कंप्यूटर में यह बहुत ही पता चल जाता है ।\n",
            "PRED SCORE: -1.1378\n",
            "\n",
            "[2022-12-07 06:13:26,203 INFO] \n",
            "SENT 186: None\n",
            "PRED 186: अब हम सेरीब्रम को पार कर दिया गया है ।\n",
            "PRED SCORE: -1.2599\n",
            "\n",
            "[2022-12-07 06:13:26,203 INFO] \n",
            "SENT 187: None\n",
            "PRED 187: क्या कहते हैं ?\n",
            "PRED SCORE: -0.8521\n",
            "\n",
            "[2022-12-07 06:13:26,203 INFO] \n",
            "SENT 188: None\n",
            "PRED 188: किसी भी व्यक्ति को अपने शरीर के किसी भाग में फैल जाते हैं ।\n",
            "PRED SCORE: -1.1557\n",
            "\n",
            "[2022-12-07 06:13:26,203 INFO] \n",
            "SENT 189: None\n",
            "PRED 189: बच्चों में होने वाली प्रत्येक बीमारियाँ होने के कारण बढ़ती जाती हैं जैसे कि इस से मरीज को अपने स्वास्थ्य से नष्ट हो जाता है ।\n",
            "PRED SCORE: -1.3188\n",
            "\n",
            "[2022-12-07 06:13:26,204 INFO] \n",
            "SENT 190: None\n",
            "PRED 190: आजकल गंजेपन के साथ ही कभी-कभी लसिका ग्रंथियों को भी काटकर निकाल दिया जाता है ।\n",
            "PRED SCORE: -0.9650\n",
            "\n",
            "[2022-12-07 06:13:26,204 INFO] \n",
            "SENT 191: None\n",
            "PRED 191: शरीर के किसी भाग में किसी प्रकार का पता लग सकता है ।\n",
            "PRED SCORE: -1.0429\n",
            "\n",
            "[2022-12-07 06:13:26,204 INFO] \n",
            "SENT 192: None\n",
            "PRED 192: कुछ मामलों में यह बहुत ही पता चल जाता है ।\n",
            "PRED SCORE: -0.9620\n",
            "\n",
            "[2022-12-07 06:13:26,204 INFO] \n",
            "SENT 193: None\n",
            "PRED 193: पेट के किसी भी हिस्से को उस से प्रभावित हो जाती है ।\n",
            "PRED SCORE: -1.2950\n",
            "\n",
            "[2022-12-07 06:13:26,204 INFO] \n",
            "SENT 194: None\n",
            "PRED 194: क्या भाषा के द्वारा एक भागों में देखा गया है ।\n",
            "PRED SCORE: -1.2547\n",
            "\n",
            "[2022-12-07 06:13:26,205 INFO] \n",
            "SENT 195: None\n",
            "PRED 195: एक अधेड़ उम्र में एक दूसरे से एक बार करानी चाहिए ।\n",
            "PRED SCORE: -1.3649\n",
            "\n",
            "[2022-12-07 06:13:26,205 INFO] \n",
            "SENT 196: None\n",
            "PRED 196: एक हफ्ते में देखा गया है ।\n",
            "PRED SCORE: -1.1167\n",
            "\n",
            "[2022-12-07 06:13:26,205 INFO] \n",
            "SENT 197: None\n",
            "PRED 197: ये पदार्थ पदार्थों को ’दवा’ या ’औषधि’ कहते हैं ।\n",
            "PRED SCORE: -0.8871\n",
            "\n",
            "[2022-12-07 06:13:26,205 INFO] \n",
            "SENT 198: None\n",
            "PRED 198: क्या है कि कंप्यूटर ? ।\n",
            "PRED SCORE: -1.4229\n",
            "\n",
            "[2022-12-07 06:13:26,205 INFO] \n",
            "SENT 199: None\n",
            "PRED 199: चिकुनगुनिया रोग के सेक्सुअल ट्रांसमिटेड इन्फेक्शन होते हैं ।\n",
            "PRED SCORE: -0.9572\n",
            "\n",
            "[2022-12-07 06:13:26,205 INFO] \n",
            "SENT 200: None\n",
            "PRED 200: किसी भी व्यक्ति को अपने शरीर के किसी भाग में प्रवेश हो जाता है ।\n",
            "PRED SCORE: -1.2167\n",
            "\n",
            "[2022-12-07 06:13:26,206 INFO] PRED SCORE: -1.1092, PRED PPL: 3.03 NB SENTENCES: 200\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "5tDZK2ge-n-z"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}