Discussions

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  Determining Quantization Level By Using Exported PTH & ONNX Files

  Ba1tu3han started Aug 15, 2024 in General

  

  

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  Correct Usage of Brevitas for Quantized Model Inference and Input Tensor Quantization

  GiulioMa asked Jul 29, 2024 in Q&A · Unanswered

  

  

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  Quantization Details

  ifty58 asked Aug 9, 2024 in Q&A · Unanswered

  

  

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  Per Tensor Quantization

  DomenicoElia asked Jun 12, 2024 in Q&A · Unanswered

  

  

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  Getting model size

  jakedves asked Apr 11, 2024 in Q&A · Unanswered

  

  

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  Adding pruning to Brevitas

  seniorgoogles started Apr 12, 2024 in Ideas

  

  

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  Does brevitas support dynamic axes or specifying io names when exporting to onnx?

  RyougiKukoc asked Apr 20, 2024 in Q&A · Answered

  

  

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  Custom NN Model Conversion to Brevitas Version

  Ba1tu3han asked Apr 3, 2024 in Q&A · Closed · Answered

  

  

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  High training time for a model with QLSTM layer

  shashwat1198 asked Mar 6, 2024 in Q&A · Unanswered

  

  

  

  

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  Any explaination about the training speed changes?

  RyougiKukoc asked Mar 26, 2024 in Q&A · Answered

  

  

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  Quantization methods in Brevitas

  MFJI asked Mar 27, 2024 in Q&A · Unanswered

  

  

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  A question about instancing brevitas quantizer to act layer

  RyougiKukoc asked Feb 25, 2024 in Q&A · Answered

  

  

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  Not torchvision model case

  AlexanderSif asked Feb 5, 2024 in Q&A · Answered

  

  

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  Seeking Tips on how to quantize an SSD300 architecture using resnet base (from brevitas examples) for PYNQ + Zynq SoC application

  JPPalacios asked Feb 7, 2024 in Q&A · Unanswered

  

  

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  How is scaling factor updated during training?

  hleblevec asked Jan 22, 2024 in Q&A · Closed · Answered

  

  

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  AssertionError: /usr/local/lib/python3.10/dist-packages/brevitas_examples/bnn_pynq/models/../cfg/vgg_1w1a.ini not found.

  lkl110137918218 asked Jan 26, 2024 in Q&A · Unanswered

  

  

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  how are brevitas layers trained?

  rnd810 asked Aug 8, 2022 in Q&A · Unanswered

  

  

  

  

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  Release v0.10.0

  volcacius started Dec 8, 2023 in General

  

  

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  Guidance for QAT

  Ba1tu3han started Oct 31, 2023 in General · Closed

  

  

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  About the way to use QuantLSTM

  takuh-star asked Jul 24, 2023 in Q&A · Unanswered

  

  

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  Quantized MNIST giving "nan" loss during training

  j2kun asked Jul 17, 2023 in Q&A · Unanswered

  

  

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  Why we need Brevitas over the Pytorch built-in quantization

  chensterliu started Jul 17, 2023 in General

  

  

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  Brevitas onnx export

  SachinGupta7 asked Jun 5, 2023 in Q&A · Closed · Unanswered

  

  

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  Quantized model export_onnx_qop - AssertionError: Output quant required

  shoskensMagics asked Jun 6, 2023 in Q&A · Unanswered

  

  

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  Question about the possibility of binarized activations with non-quantized weights

  liuyh-Horizon asked Jun 8, 2023 in Q&A · Unanswered

  

  

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