quantization


Topic Replies Activity
Decrease in the Speed of Quantization Model 4 February 20, 2020
Conv2d_unpack and conv2d_prepack behavior 2 February 18, 2020
Quantized::cat running time is slower than fp32 model 4 February 17, 2020
RuntimeError: Unimplemented backend QuantizedCPU 2 February 14, 2020
AssertionError: torch.nn.quantized.ReLU does not support inplace 2 February 14, 2020
Quantized convolution and NHWC layout 3 February 14, 2020
RuntimeError: No function is registered for schema aten::thnn_conv2d_forward 9 February 14, 2020
When quantized::max_pool2d is used? 2 February 14, 2020
AssertionError: min nan should be less than max nan 4 February 14, 2020
Casting from 32b to 8 bit after accumulation in a multiplication 4 February 14, 2020
Pretrained quantized models' export to ONNX fails 5 February 13, 2020
8 bit quantization - modulo 256 inside convolutions? 1 February 4, 2020
Creat a tensor with random number of 1 and -1 3 February 1, 2020
How does PyTorch implement Quantization? 11 February 1, 2020
Best way to quantize Transformer architecture 3 January 28, 2020
Can't load model after dynamic quantization 7 January 23, 2020
Issue with Quantization 1 January 23, 2020
Exception: must run observer before calling calculate_qparams! 2 January 21, 2020
Cannot quantize nn.Conv2d with dynamic Quantization 2 January 17, 2020
Quantization awareness training multi-gpu suport? 6 January 16, 2020
How to set quantization aware training scaling factors? 3 January 13, 2020
Dynamic Quantization not reducing model size 5 December 19, 2019
No module named 'torchvision.models.quantization' 5 December 19, 2019
Object detection quantization 2 December 18, 2019
Loading of Quantized Model 4 December 18, 2019
Steps to Create Quantized Model 4 December 16, 2019
Pytorch1.3 Quantization for resnet50, accuracy is zero after fused_modules 4 December 16, 2019
Generic static quantization 5 December 14, 2019
Quantized Squeeze block MobilenetV3 3 December 4, 2019
Pytorch1.3 Quantization error in Resnet50 9 December 2, 2019