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README.md
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@@ -39,12 +39,8 @@ The calibration dataloader is the train dataloader. The default calibration samp
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### Test result
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- Batch size = 8
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- [Amazon Web Services](https://aws.amazon.com/) c6i.xlarge (Intel ICE Lake: 4 vCPUs, 8g Memory) instance.
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| |INT8|FP32|
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|---|:---:|:---:|
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| **Throughput (samples/sec)** |102.15|75.056|
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| **Accuracy (eval-f1)** |0.9007|0.8983|
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| **Model size (MB)** |14|51.8|
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@@ -56,6 +52,3 @@ int8_model = OptimizedModel.from_pretrained(
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'Intel/electra-small-discriminator-mrpc-int8-static',
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)
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```
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Notes:
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- The INT8 model has better performance than the FP32 model when the CPU is fully occupied. Otherwise, there will be the illusion that INT8 is inferior to FP32.
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### Test result
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| |INT8|FP32|
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|---|:---:|:---:|
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| **Accuracy (eval-f1)** |0.9007|0.8983|
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| **Model size (MB)** |14|51.8|
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'Intel/electra-small-discriminator-mrpc-int8-static',
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)
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```
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