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Trained a model according to documentation.
Added those configs lines for QAT
```
cfg.QUANTIZATION.QAT.BATCH_SIZE_FACTOR = 1.0
cfg.QUANTIZATION.BACKEND = "fbgemm"
cfg.QUANTIZATION.QA…
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Hi,
I try to run edgeai-benchmark/tutorials/tutorial_classification.ipynb, but it seems that the FP32 model is not compiled and the fold "artifacts" is empty. Any ideas?
Thank you!
`runtime_opt…
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Prior to filing: check that this should be a bug instead of a feature request. Everything supported, including the compatible versions of TensorFlow, is listed in the overview page of each technique. …
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ValueError occurs when I run quantization-aware-training using PACT.
The error message is "ValueError: saturation_min must be smaller than saturation_max" and it seems like the error occurs when the …
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1. qat_export 中如何去掉量化反量化的算子
2. qat_export 中qat_mAP比训练中量化的模型qat训练时的val map低,已经对比了各种参数,没找到map下降的原因
照理说是一样的模型权重
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### 🐛 Describe the bug
fp32 static shape default wrapper
suite
name
thread
batch_size_new
speed_up_new
inductor_new
eager_new
compi…
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I attempted to use version 1.2.0 of QAT Engine along with OpenSSL version 3.2.2, but I found that they are not working together as expected. The error is:
![image](https://github.com/user-attachments…
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**System information**
- TensorFlow version (you are using):2.6
- Are you willing to contribute it (Yes/No):
**Motivation**
Need to run OD models on device, after QAT.
**Describe the feat…
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Great work!
It seems the idea of your dampening oscillation during QAT is consistent with the idea about C2I & FF ratio from [How Do Adam and Training Strategies Help BNNs Optimization?](http://proce…
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Hi Everyone,
i built an NN with BatchNormalization layer and i have tried to quantize the whole model for EdgeTPU application. I have read that i can use this layer after Dense or Conv2D layer in t…