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update int8 onnx model and readme
Browse filesSigned-off-by: dujun <jun.du@intel.com>
- README.md +3 -3
- model.onnx +2 -2
README.md
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@@ -63,14 +63,14 @@ This is an INT8 ONNX model quantized with [Intel® Neural Compressor](https://gi
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The original fp32 model comes from the fine-tuned model [xlnet-base-cased-mrpc](https://huggingface.co/Intel/xlnet-base-cased-mrpc).
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The calibration dataloader is the eval dataloader. The
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#### Test result
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| |INT8|FP32|
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| **Accuracy (eval-f1)** |0.
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| **Model size (MB)** |
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#### Load ONNX model:
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The original fp32 model comes from the fine-tuned model [xlnet-base-cased-mrpc](https://huggingface.co/Intel/xlnet-base-cased-mrpc).
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The calibration dataloader is the eval dataloader. The calibration sampling size is 100.
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#### Test result
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| |INT8|FP32|
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| **Accuracy (eval-f1)** |0.8974|0.8986|
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| **Model size (MB)** |226|448|
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#### Load ONNX model:
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model.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:7299d27322dd1ca9fc9b3a98a064eddbc590a2bbf1d254df79e89463432113fd
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size 236931543
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