facebookresearch/ParlAI

Model export to ONNX

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#2,815 建立於 2020年7月6日

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 (3 留言) (1 反應) (0 負責人)Python (10,371 star) (2,089 fork)batch import
Help WantedMediumnever-stale

描述

How would one export the trained dialogue models to ONNX? If you can point me to the right files where I can attempt to do something of the sort of what's mentioned in https://pytorch.org/tutorials/advanced/super_resolution_with_onnxruntime.html, it'd be really awesome! Thanks!

貢獻者指南

技術棧
pythonpytorch
領域
machine learningai
議題類型
feature
難度面向新貢獻者的預計實作難度，1 表示很小改動，5 表示專家級工作。
4
預計時間有經驗貢獻者完成調查、實作、測試並準備 pull request 的粗略時間範圍。
1-2 days
活動狀態議題目前的可參與程度：新鮮、活躍、陳舊、阻塞或等待維護者輸入。
stale
清晰度議題是否清楚說明預期改動、驗收標準和下一步。
unclear
前置要求
PyTorchONNXParlAI model architecture
新手友善度1-100 的估計分數，表示該議題對首次貢獻者的友善程度。
20
研究方向
The issue requests guidance on exporting trained dialogue models to ONNX. To begin, explore the ParlAI repository to understand how models are defined and trained, particularly the TransformerGeneratorAgent or other dialogue models. Identify the model's forward method and examine if the model uses standard PyTorch modules. Then, follow the PyTorch ONNX tutorial to attempt exporting a simple model. Check existing files like parlai/core/torch generator agent.py for model definitions. Note that the issue is a question and lacks a concrete implementation plan; further clarification on which specific model to export would be needed.