The core of MHSA is the following functions: \begin{equation} \begin{split} Attention(Q, K, V) &= softmax(\frac{QK^{T}}{\sqrt{d_{k}}})V \\ head_{i} &= Attention(QW^{Q}_{i}, KW^{K}_{i}, VW^{V}_{i}) \\ MultiHead(Q, K, V) &= Concat(head_{1}, …, head_...
More specifically, the coil 24 of the power distribution transformer Tr and the coils of the current transformer CT and instrument transformer PT are molded into integral unit by means of an insulating molding material 12, so that no high- voltage parts of such coils are exposed to the out...
We carry out research and development projects related to the evaluation and testing of insulating, dielectric and magnetic materials, as well as new applications of intelligent electronic functions and applications that add value to our products. ...
to flow in the primary winding. This no-load current has two functions: (1) it produces the magnetic flux in the core, which varies sinusoidally between zero and φm, where φm is the maximum value of the core flux; and (2) it provides a component to account for the hysteresis and ...
First, we introduce the implementation details of the proposed method and dataset. Second, we compare the proposed method with other dehazing methods on simulated haze images and real haze images. Third, we show the effectiveness of the proposed modules and loss functions. Table 1 Details of the...
TOSICA is composed of three parts: Cell Embedding layer, Multi-head Self-attention layer, and Cell-Type Classifier (Fig. 1a). The first step of TOSICA is Cell Embedding, which transforms genes into tokens, its transformation matrix is originally a fully connected weight matrix. But transformati...
parts surroundingthei-th wordof the input sequence. --ci's formula --aij's formula(like sigmoid density of probability) where energy 5.What's a? a is analignment modelwhich scoreshow welltheinputsaround position j and theoutputat position ...
and automation systems Shape or Size or Weight or Quantity: Available in multiple sizes, with a 36mm window hole size Performance and Property: High accuracy class 0.5, wide linearity, superior stability, and direct current measurement capability Parts and Accessories: Includes a 1m wire and a di...
codetransformeris motivated by the need to override parts of the python language that are not already hooked into through data model methods. For example: Override theisandnotoperators. Custom data structure literals. Syntax features that cannot be represented with valid python AST or source. ...
I don't intend to replicate the paper exactly. Rather, I aim to implement the main ideas in the paper and verify them in a SIMPLE and QUICK way. In this respect, some parts in my code are different than those in the paper. Among them are ...