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A 2019 paper proposed the noise conditional score network (NCSN) or score-matching with Langevin dynamics (SMLD). [7] The paper was accompanied by a software package written in PyTorch release on GitHub. [8] A 2020 paper [9] proposed the Denoising Diffusion Probabilistic Model (DDPM), which improves upon the previous method by variational ...
A conditional loop has the potential to become an infinite loop when nothing in the loop's body can affect the outcome of the loop's conditional statement. However, infinite loops can sometimes be used purposely, often with an exit from the loop built into the loop implementation for every computer language , but many share the same basic ...
Conditional expressions and conditional constructs are features of a programming language that perform different computations or actions depending on whether a programmer-specified Boolean condition evaluates to true or false. IF..GOTO. A form found in unstructured languages, mimicking a typical machine code instruction, would jump to (GOTO) a ...
Immediately invoked function expressions may be written in a number of different ways. [3] A common convention is to enclose the function expression – and optionally its invocation operator – with the grouping operator, [4] in parentheses, to tell the parser explicitly to expect an expression.
The first step denoises a white noise to a 64×64 image, conditional on the embedding vector of the text. This model has 2B parameters. The second step upscales the image by 64×64→256×256, conditional on embedding. This model has 650M parameters. The third step is similar, upscaling by 256×256→1024×1024. This model has 400M parameters.
Citrine has a very limited syntax very closely related to Smalltalk. Everything in Citrine is an object.There are 5 literals: Nil; True, False; 0,1,2,3 'String'
If-then-else flow diagram A nested if–then–else flow diagram. In computer science, conditionals (that is, conditional statements, conditional expressions and conditional constructs) are programming language constructs that perform different computations or actions or return different values depending on the value of a Boolean expression, called a condition.
Other approaches include solving it as a constrained linear programming problem, [27] making each expert choose the top-k queries it wants (instead of each query choosing the top-k experts for it), [28] using reinforcement learning to train the routing algorithm (since picking an expert is a discrete action, like in RL), [29] etc.