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* Laying down building stone for more flexible ONNX export capabilities * Ability to provide a map of config key to override before exporting. * Makes it possible to export BART with/without past keys. * Supports simple mathematical syntax for OnnxVariable.repeated * Effectively apply value override from onnx config for model * Supports export with additional features such as with-past for seq2seq * Store the output path directly in the args for uniform usage across. * Make BART_ONNX_CONFIG_* constants and fix imports. * Support BERT model. * Use tokenizer for more flexibility in defining the inputs of a model. * Add TODO as remainder to provide the batch/sequence_length as CLI args * Enable optimizations to be done on the model. * Enable GPT2 + past * Improve model validation with outputs containing nested structures * Enable Roberta * Enable Albert * Albert requires opset >= 12 * BERT-like models requires opset >= 12 * Remove double printing. * Enable XLM-Roberta * Enable DistilBERT * Disable optimization by default * Fix missing setattr when applying optimizer_features * Add value field to OnnxVariable to define constant input (not from tokenizers) * Add T5 support. * Simplify model type retrieval * Example exporting token_classification pipeline for DistilBERT. * Refactoring to package `transformers.onnx` * Solve circular dependency & __main__ * Remove unnecessary imports in `__init__` * Licences * Use @Narsil's suggestion to forward the model's configuration to the ONNXConfig to avoid interpolation. * Onnx export v2 fixes (#12388) * Tiny fixes Remove `convert_pytorch` from onnxruntime-less runtimes Correct reference to model * Style * Fix Copied from * LongFormer ONNX config. * Removed optimizations * Remvoe bad merge relicas. * Remove unused constants. * Remove some deleted constants from imports. * Fix unittest to remove usage of PyTorch model for onnx.utils. * Fix distilbert export * Enable ONNX export test for supported model. * Style. * Fix lint. * Enable all supported default models. * GPT2 only has one output * Fix bad property name when overriding config. * Added unittests and docstrings. * Disable with_past tests for now. * Enable outputs validation for default export. * Remove graph opt lvls. * Last commit with on-going past commented. * Style. * Disabled `with_past` for now * Remove unused imports. * Remove framework argument * Remove TFPreTrainedModel reference * Add documentation * Add onnxruntime tests to CircleCI * Add test * Rename `convert_pytorch` to `export` * Use OrderedDict for dummy inputs * WIP Wav2Vec2 * Revert "WIP Wav2Vec2" This reverts commit f665efb04c92525c3530e589029f0ae7afdf603e. * Style * Use OrderedDict for I/O * Style. * Specify OrderedDict documentation. * Style :) Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr> Co-authored-by: Lysandre Debut <lysandre@huggingface.co> |
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