根据熵不变性以及一些合理的假设,我们可以得到一个新的缩放因子,从而得到一种 Scaled Dot-Product Attention: 这里的是一个跟都无关的超参数,详细推导过程我们下一节再介绍。为了称呼上的方便,这里将式(1)描述的常规 Scaled Dot-Product Attention 称为“Attention-O”(Original),而式(4)以及下面的式(5)描述的...
python generate/base.py --prompt "Hello, my name is" --checkpoint_dir checkpoints/stabilityai/stablelm-base-alpha-3b occur error this TypeError :scaled_dot_product_attention() got an unexpected keyword argument 'scale' Error my torch version = 2.0.1+cu117 ...
import math from torch import nn class ScaleDotProductAttention(nn.Module): """ compute scale dot product attention Query : given sentence that we focused on (decoder) Key : every sentence to check relationship with Qeury(encoder) Value : every sentence same with Key (encoder) """ def __...
func scaledDotProductAttention( query queryTensor: MPSGraphTensor, key keyTensor: MPSGraphTensor, value valueTensor: MPSGraphTensor, mask maskTensor: MPSGraphTensor?, scale: Float, name: String? ) -> MPSGraphTensor Parameters queryTensor A tensor that represents t...
a我的改变,拜你所赐 正在翻译,请等待...[translate] a注意用电安全 The attention uses electricity the security[translate] aFinally, the method is not in principle suitable for all gases and is inapplicable for reproducing the pressure scale with gas mixtures (in particular, air). 终于,方法为再...
a有些人,假冒自己是学校员工,来宿舍检查设备等,趁同学不注意,顺手拿走财物 Some people, pretend oneself are the school staffs, comes the dormitory tester and so on, does not pay attention while schoolmate, takes away the belongings conveniently[translate] ...
However, the synthesis strategies, diversity and complexity of structures, and optoelectronic applications that emanate from the self-assembly and regrowth of MHPs have not yet received much attention. Consequently, a comprehensive understanding of the design principles of self-assembled and fused MHP ...
只不过该论文只是在机器翻译上做实验,测得都是n=20级别的序列,所以就没有显示出梯度消失问题。 文章总结 本文从熵不变性的角度重新推导了Scaled Dot-Product Attention中的Scale操作,得到了一个新的缩放因子。初步的试验结果显示,新的缩放因子不改变已有的训练性能,并且对长度外推具有更好的结果。
func scaledDotProductAttention( query queryTensor: MPSGraphTensor, key keyTensor: MPSGraphTensor, value valueTensor: MPSGraphTensor, scale: Float, name: String? ) -> MPSGraphTensor Parameters queryTensor A tensor that represents the query projection. keyTensor A tensor that...
Tensors and Dynamic neural networks in Python with strong GPU acceleration - [ONNX] Fix scaled_dot_product_attention with float scale · pytorch/pytorch@c4b84a4