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About the quantization category
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0
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2563
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October 2, 2019
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Torchao get RuntimeError
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0
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20
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April 15, 2026
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XNNPACKQuantizer.set_module_name() not working as expected
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3
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83
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March 5, 2026
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[ROCm][CI] fp8 acceptable accuracy threshold
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2
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100
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February 20, 2026
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Extracting int8 weights and other quant params after convert_pt2e
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1
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82
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February 17, 2026
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Limitations of Int8 QAT for Linear Layers
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1
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70
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February 17, 2026
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Post training quantized model gets the error "Copying from quantized Tensor to non-quantized Tensor is not allowed" even though I'm not copying tensor
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5
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108
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February 12, 2026
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Huge accuracy drop from QAT model after convert_pt2e
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1
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90
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January 27, 2026
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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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1548
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January 6, 2026
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Ost Training Quantization fails on SPAN model with type_as
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1
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54
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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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91
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December 4, 2025
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Quantize convolution layer
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1
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104
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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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136
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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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1130
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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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378
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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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118
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September 13, 2025
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TorchAO Migration
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0
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102
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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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115
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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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102
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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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68
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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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115
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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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94
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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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1064
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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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4292
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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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83
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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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116
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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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94
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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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136
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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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158
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April 29, 2025
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Qint8 Activations in PyTorch
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1
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285
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April 25, 2025
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