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update int8 onnx model and readme

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Signed-off-by: dujun <jun.du@intel.com>

Files changed (2) hide show
  1. README.md +4 -2
  2. model.onnx +2 -2
README.md CHANGED
@@ -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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  |---|:---:|:---:|
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- | **Accuracy (eval-f1)** |0.8963|0.9042|
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- | **Model size (MB)** |231|418|
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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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+
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  #### Test result
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  | |INT8|FP32|
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  |---|:---:|:---:|
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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:
model.onnx CHANGED
@@ -1,3 +1,3 @@
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