\text{MultiHead}(Q,K,V)=\text{Concat}(\text{head}_1,...,\text{head}_h)W^O\\ \;\;\;\;\;\;\;\text{where}\;\;\text{head}_i=\text{Attention}(QW_i^Q,KW_i^K,VW_i^V)\;\;\;\;\;\;(1.2) \\ 其中 W^Q_i\in\mathbb{R}^{d_{model}\times d_k},W^K_i\in\math...
\text{MultiHead}(Q,K,V)=\text{Concat}(\text{head}_1,...,\text{head}_h)W^O\\ \;\;\;\;\;\;\;\text{where}\;\;\text{head}_i=\text{Attention}(QW_i^Q,KW_i^K,VW_i^V)\;\;\;\;\;\;(1.2) \\ 其中 W^Q_i\in\mathbb{R}^{d_{model}\times d_k},W^K_i\in\math...
多头注意力通过对输入的embedding乘以不同的权重参数$W^{Q}$、$W^{K}$和$W^{V}$,将其映射到多个小维度空间中,我们称之为“头”(head),每个头部会并行计算自己的自注意力分数。 $\text{head}i = \text{Attention}(QW^Q_i, KW^K_i, VW^V_i) = \text{softmax}\left(\frac{Q_iK_i^T}{\sq...
\text{MultiHead}(Q, K, V)=\text{Concat}(\text{head}_1,\dots,\text{head}_h)W^O \\where \quad \text{head}_i=\text{Attention}(QW_i^Q,KW_i^K,VW_i^V) \\其中W_i^Q\in\mathbb{R}^{d_{\text{model}}\times d_k}, W_i^K\in\mathbb{R}^{d_{\text{model}}\times d_k...
MultiHead(Q,K,V)=Concat(head1,...,headh)WOwhereheadi=Attention(QWQi,KWKi,VWVi)MultiHead(Q,K,V)=Concat(head1,...,headh)WOwhereheadi=Attention(QWiQ,KWiK,VWiV) 其中参数矩阵为WQi∈Rdmodel×dkWiQ∈Rdmodel×dk,WKi∈Rdmodel×dkWiK∈Rdmodel×dk,WVi∈Rdmodel×dvWiV∈Rdmodel×dv和WO∈...
Another relevant biological problem of how non-coding DNA regions influence gene expression in cells has been analyzed by Avsec et al. [92], who propose a transformer-based architecture called Enformer that enables the integration of long-range interactions in the genome producing significant improve...
MultiHead(Q,K,V)=Concat(head1,…,headh)WOwhere headi=Attention(QWQi,KWKi,VWVi)MultiHead(Q,K,V)=Concat(head1,…,headh)WOwhere headi=Attention(QWiQ,KWiK,VWiV) 其中,WQi∈Rdmodel×dk,WKi∈Rdmodel×dk,WVi∈Rdmodel×dkWiQ∈Rdmodel×dk,WiK∈Rdmodel×dk,WiV∈Rdmodel×dk,而WOi∈Rhdv...
在室温25时做空载试验和短路试验,试验数据记录如下:空载试验:低压边接电源,U0=400V,I0=72.2A,P0=8.4kW短路试验:高压边接电源,Uk=2.27kV,Ik=16.5A,Pk=24kW试求:1.折算到高压边的T型等效电路及各参数;2.阻抗电压及其百分值。1.5 变压器参数的试验测定53n 例题解:所求对象是三相变压器,所讨论的等效电路都是...
MultiHead(Q,K,V)=Concat(head1,…,headh)WO \text{MultiHead}(Q,K,V) = \text{Concat}(\text{head}_ 1,\dots,\text{head}_ h)W^O MultiHead(Q,K,V)=Concat(head 1 ,…,head h )W O 其中, headi=Attention(QWQi,KWKi,VWVi) \text{head}_ i = \text{Attention}(QW_i...
Is there an existing issue for this? I have searched the existing issues Kong version ($ kong version) 2.6.1 and 3.2.2 Current Behavior When transformed to add a field to the body, but the body is a large JSON it only sends the added fie...