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About the quantization category
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0
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2505
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October 2, 2019
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Why is there such a significant difference between floating-point convolution and quantized integer convolution results?
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0
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3
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June 19, 2025
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RuntimeError: quantized::conv2d_prepack() is missing value for argument 'stride'
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0
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7
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June 12, 2025
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[MPS] When device='mps', aten.linear.default op is not decomposed
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1
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19
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June 5, 2025
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[pt2e][quant] Quantization of operators with multiple outputs (RNN, LSTM)
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3
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150
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May 1, 2025
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Logits mismatch between PyTorch inference and manual implementation
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1
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52
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April 29, 2025
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QAT model drops accuracy after converting with torch.ao.quantization.convert
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1
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32
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April 29, 2025
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Qint8 Activations in PyTorch
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1
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99
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April 25, 2025
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How to do qat after ptq in PyTorch2 quantization?
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1
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69
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April 25, 2025
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Switch loss function causes "RuntimeError: Found dtype Double but expected Float"
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6
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1743
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April 24, 2025
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How to quantize my torchscript to fp8
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1
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105
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April 18, 2025
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Loss stuck at quantization aware training for 16bits
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1
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35
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April 18, 2025
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Question about quantized model save & load
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5
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118
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April 18, 2025
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Quantization method diff between fake quant and true quant
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1
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30
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April 14, 2025
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Right way to insert QuantStub and DeQuantStub in eager mode quantization
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6
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74
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April 12, 2025
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QAT model is not performing as expected when compared to the original model
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7
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78
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April 9, 2025
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Can't get dynamic shape with torch.export.export_for_training
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3
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179
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April 8, 2025
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The code aims to collect data about SiLU (Sigmoid Linear Unit) activation layers in a quantized YOLOv5 model. Specifically, it: Creates a custom SiLUDataCollector to replace SiLU layers Captures quantization parameters (scale and zero point) Saves quanti
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1
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43
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April 6, 2025
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How to custom a quantizar using fx
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1
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31
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April 6, 2025
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Question on quantize_per_channel and dequantize
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5
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95
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April 6, 2025
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Quantized LLM inference vs quantized matrix multiplication speed in CPU
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2
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80
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April 6, 2025
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Quantization fails for custom backend
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3
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212
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March 21, 2025
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Simulating quantization to lower bit precision with quant_min/max setting on fused modules
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0
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31
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March 19, 2025
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Help Needed: High Inference Time & CPU Usage in VGG19 QAT model vs. Baseline
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0
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32
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March 15, 2025
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Is dynamic quantization in fact doing weight dequant instead of activation quant for `quantize_dynamic()`
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1
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73
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March 13, 2025
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Trying to Understand the Scale Computation During Static Quantisation
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0
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41
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March 2, 2025
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Exclude specific layers from quantization
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1
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93
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February 24, 2025
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Questions on QAT for Wav2Vec
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3
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237
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February 24, 2025
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"Deploy Quantized Models using Torch-TensorRT" failed
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5
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134
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February 18, 2025
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Additional layer in the conv weight after quantization
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1
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259
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February 15, 2025
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