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About the quantization category
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0
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2546
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October 2, 2019
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Variable-bit (sub 8-bits) quantization for custom hardware deployment with power-of-two (pot) scales
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10
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1463
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January 6, 2026
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Huge accuracy drop from QAT model after convert_pt2e
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0
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20
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December 11, 2025
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Ost Training Quantization fails on SPAN model with type_as
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1
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37
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December 4, 2025
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Difference of IntxWeightOnlyConfig/UIntxWeightOnlyConfig/Int8WeightOnlyConfig/Int4WeightOnlyConfig/
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2
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41
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December 4, 2025
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Quantize convolution layer
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1
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39
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December 4, 2025
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PT2E quantization doesn't reduce the model size
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2
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84
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December 4, 2025
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How to use quantized weights for manual implementation of the model in FPGA?
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2
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1086
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September 28, 2025
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[pt2e][quant] Quantization of operators with multiple outputs (RNN, LSTM)
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4
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298
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September 15, 2025
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GPU MEM% allocation vs batch size and temporal dimension
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3
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93
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September 13, 2025
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TorchAO Migration
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0
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77
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September 11, 2025
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Does export support quantized models with torchAo
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1
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72
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September 11, 2025
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Should I perform quantization after activation functions like sigmoid and SiLU?
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0
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64
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September 9, 2025
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Quantization of Hybrid Pytorch Model
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0
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54
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September 8, 2025
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Error while converting quantized Torch model to ONNX
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0
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77
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September 5, 2025
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My model is taking too much time in calculating FFT to find top k
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1
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67
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September 2, 2025
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FX mode static_quantization for YOLOv7
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16
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1021
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August 4, 2025
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Could not run 'aten::quantize_per_tensor' with arguments from the 'QuantizedCPU' backend
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7
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4263
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July 17, 2025
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RuntimeError: quantized::conv2d_prepack() is missing value for argument 'stride'
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1
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69
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July 1, 2025
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Why is there such a significant difference between floating-point convolution and quantized integer convolution results?
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2
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70
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June 30, 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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71
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June 5, 2025
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Logits mismatch between PyTorch inference and manual implementation
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1
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109
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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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105
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April 29, 2025
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Qint8 Activations in PyTorch
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1
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223
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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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161
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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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1893
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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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342
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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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70
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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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231
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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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91
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April 14, 2025
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