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update int8 onnx model and readme
Browse filesSigned-off-by: dujun <jun.du@intel.com>
- README.md +4 -2
- model.onnx +2 -2
README.md
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@@ -50,12 +50,14 @@ 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 [Intel/bert-base-uncased-mrpc](https://huggingface.co/Intel/bert-base-uncased-mrpc).
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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 [Intel/bert-base-uncased-mrpc](https://huggingface.co/Intel/bert-base-uncased-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)** |0.9021|0.9042|
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| **Model size (MB)** |236|418|
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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 sha256:95d79d0083517ba6280f566add4624c6533eddf5e2d156d3bec64d0d049af637
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size 247160325
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