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JustHeroo committed Dec 10, 2024
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</a><div class="sidebar-toc"><ul class="toc toc--navigator"><li class="toc-h1">All Enterprise libraries</li><li class="toc-h2"><a href="/docs/en/license_getting_started">Getting Started</a></li><li class="toc-h1">Healthcare NLP</li><li class="toc-h2"><a href="/docs/en/licensed_install">Installation</a></li><li class="toc-h2"><a href="/docs/en/licensed_annotators">Annotators</a></li><li class="toc-h2"><a href="/docs/en/licensed_training">Training</a></li><li class="toc-h2"><a href="/docs/en/evaluation">Evaluation</a></li><li class="toc-h2"><a href="/docs/en/healthcare_risk_adjustments_score_calculation">Risk Adjustments Score Calculation</a></li><li class="toc-h2"><a href="/docs/en/utility_helper_modules">Utility & Helper Modules</a></li><li class="toc-h2"><a href="/docs/en/licensed_serving_spark_nlp_via_api_synapseml">Serving Spark NLP&#58 SynapseML</a></li><li class="toc-h2"><a href="/docs/en/licensed_serving_spark_nlp_via_api_fastapi">Serving Spark NLP&#58 FastAPI</a></li><li class="toc-h2"><a href="/licensed/api/">Scala API (Scaladoc)</a></li><li class="toc-h2"><a href="/licensed/api/python">Python API (Sphinx)</a></li><li class="toc-h2"><a href="/docs/en/wiki">Wiki</a></li><li class="toc-h2 active"><a href="/docs/en/benchmark">Benchmarks</a></li><li class="toc-h2"><a href="/docs/en/best_practices_pretrained_models">Best Practices Using Pretrained Models Together</a></li><li class="toc-h2"><a href="/docs/en/spark_nlp_healthcare_versions/licensed_release_notes">Release Notes</a></li><li class="toc-h2"><a href="/models?edition=Spark+NLP+for+Healthcare">Healthcare Models</a></li><li class="toc-h2"><a href="/docs/en/licensed_version_compatibility">Version Compatibility</a></li><li class="toc-h1">Visual NLP</li><li class="toc-h2"><a href="/docs/en/ocr">Getting Started</a></li><li class="toc-h2"><a href="/docs/en/ocr_install">Installation</a></li><li class="toc-h2"><a href="/docs/en/version_compatibility">Version Compatibility</a></li><li class="toc-h2"><a href="/docs/en/ocr_pipeline_components">Pipeline components</a></li><li class="toc-h2"><a href="/docs/en/ocr_table_recognition">Table recognition</a></li><li class="toc-h2"><a href="/docs/en/ocr_visual_document_understanding">Visual document understanding</a></li><li class="toc-h2"><a href="/docs/en/ocr_object_detection">Object detection</a></li><li class="toc-h2"><a href="/docs/en/ocr_structures">Structures and helpers</a></li><li class="toc-h2"><a href="/docs/en/ocr_benchmark">Speed benchmarks</a></li><li class="toc-h2"><a href="/docs/en/spark_ocr_versions/ocr_release_notes">Release notes</a></li><li class="toc-h1">Finance NLP</li><li class="toc-h2"><a href="/docs/en/financial_release_notes">Release Notes</a></li><li class="toc-h2"><a href="/models?edition=Spark+NLP+for+Finance">Financial Models</a></li><li class="toc-h2"><a href="/docs/en/financial_version_compatibility">Version Compatibility</a></li><li class="toc-h1">Legal NLP</li><li class="toc-h2"><a href="/docs/en/legal_release_notes">Release Notes</a></li><li class="toc-h2"><a href="/models?edition=Spark+NLP+for+Legal">Legal Models</a></li><li class="toc-h2"><a href="/docs/en/legal_version_compatibility">Version Compatibility</a></li></ul></div></div><div class="page__main js-page-main has-aside cell cell--auto">
</a><div class="sidebar-toc"><ul class="toc toc--navigator"><li class="toc-h1">All Enterprise libraries</li><li class="toc-h2"><a href="/docs/en/license_getting_started">Getting Started</a></li><li class="toc-h1">Healthcare NLP</li><li class="toc-h2"><a href="/docs/en/licensed_install">Installation</a></li><li class="toc-h2"><a href="/docs/en/licensed_annotators">Annotators</a></li><li class="toc-h2"><a href="/docs/en/licensed_training">Training</a></li><li class="toc-h2"><a href="/docs/en/evaluation">Evaluation</a></li><li class="toc-h2"><a href="/docs/en/healthcare_risk_adjustments_score_calculation">Risk Adjustments Score Calculation</a></li><li class="toc-h2"><a href="/docs/en/utility_helper_modules">Utility & Helper Modules</a></li><li class="toc-h2"><a href="/docs/en/licensed_serving_spark_nlp_via_api_synapseml">Serving Spark NLP&#58 SynapseML</a></li><li class="toc-h2"><a href="/docs/en/licensed_serving_spark_nlp_via_api_fastapi">Serving Spark NLP&#58 FastAPI</a></li><li class="toc-h2"><a href="/licensed/api/">Scala API (Scaladoc)</a></li><li class="toc-h2"><a href="/licensed/api/python">Python API (Sphinx)</a></li><li class="toc-h2"><a href="/docs/en/wiki">Wiki</a></li><li class="toc-h2 active"><a href="/docs/en/benchmark">Benchmarks</a></li><li class="toc-h2"><a href="/docs/en/benchmark-llm">Benchmarks LLM</a></li><li class="toc-h2"><a href="/docs/en/best_practices_pretrained_models">Best Practices Using Pretrained Models Together</a></li><li class="toc-h2"><a href="/docs/en/spark_nlp_healthcare_versions/licensed_release_notes">Release Notes</a></li><li class="toc-h2"><a href="/models?edition=Spark+NLP+for+Healthcare">Healthcare Models</a></li><li class="toc-h2"><a href="/docs/en/licensed_version_compatibility">Version Compatibility</a></li><li class="toc-h1">Visual NLP</li><li class="toc-h2"><a href="/docs/en/ocr">Getting Started</a></li><li class="toc-h2"><a href="/docs/en/ocr_install">Installation</a></li><li class="toc-h2"><a href="/docs/en/version_compatibility">Version Compatibility</a></li><li class="toc-h2"><a href="/docs/en/ocr_pipeline_components">Pipeline components</a></li><li class="toc-h2"><a href="/docs/en/ocr_table_recognition">Table recognition</a></li><li class="toc-h2"><a href="/docs/en/ocr_visual_document_understanding">Visual document understanding</a></li><li class="toc-h2"><a href="/docs/en/ocr_object_detection">Object detection</a></li><li class="toc-h2"><a href="/docs/en/ocr_structures">Structures and helpers</a></li><li class="toc-h2"><a href="/docs/en/ocr_benchmark">Speed benchmarks</a></li><li class="toc-h2"><a href="/docs/en/spark_ocr_versions/ocr_release_notes">Release notes</a></li><li class="toc-h1">Finance NLP</li><li class="toc-h2"><a href="/docs/en/financial_release_notes">Release Notes</a></li><li class="toc-h2"><a href="/models?edition=Spark+NLP+for+Finance">Financial Models</a></li><li class="toc-h2"><a href="/docs/en/financial_version_compatibility">Version Compatibility</a></li><li class="toc-h1">Legal NLP</li><li class="toc-h2"><a href="/docs/en/legal_release_notes">Release Notes</a></li><li class="toc-h2"><a href="/models?edition=Spark+NLP+for+Legal">Legal Models</a></li><li class="toc-h2"><a href="/docs/en/legal_version_compatibility">Version Compatibility</a></li></ul></div></div><div class="page__main js-page-main has-aside cell cell--auto">

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</table>
</li>
<li>AWS EC2 instance Config:
- 32 CPU cores, 64GiB RAM (c6a.8xlarge $1.224/h)
<p>|data_count |partition | AWS |
|———-:|———:|——–:|
| 100000 | 512 |1h 9m 56s|</p>
<ul>
<li>32 CPU cores, 64GiB RAM (c6a.8xlarge $1.224/h)</li>
</ul>

<table class="table-model-big">
<thead>
<tr>
<th style="text-align: right">data_count</th>
<th style="text-align: right">partition</th>
<th style="text-align: right">AWS</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align: right">100000</td>
<td style="text-align: right">512</td>
<td style="text-align: right">1h 9m 56s</td>
</tr>
</tbody>
</table>
</li>
</ul>
</li>
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}

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