Tag: Candle
All the articles with the tag "Candle".
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Rust Candle Framework and PyTorch nn Module Network Layer Conversion (2)
Published date:This article compares the implementation of common neural network layers in Rust Candle and PyTorch, including normalization layers (BatchNorm, LayerNorm, RMSNorm), recurrent layers (LSTM, GRU), Transformer, linear layers, Dropout layers, embedding layers, and upsampling layers. It summarizes the functional correspondence and differences between the two frameworks and highlights Candle's support for large model inference scenarios.
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Reduction Operations in Rust Candle Framework and Pytorch Tensors
Published date:This article compares the implementation differences between Pytorch and Rust Candle framework for tensor reduction operations, covering common operations such as summation, mean, maximum, minimum, etc.
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Pointwise Operations in Rust Candle Framework and Pytorch Tensors
Published date:This article compares the implementation differences between Pytorch and Rust Candle framework for pointwise tensor operations, covering common operations such as absolute value, trigonometric functions, exponentials, etc.
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Equivalent Operations of Indexing, Slicing, Concatenation, and Mutation for Tensors in Rust Candle Framework and Pytorch
Published date:This article compares the implementation differences between Rust Candle and Pytorch in tensor indexing, slicing, concatenation, mutation, and other operations, covering common tensor operations and their equivalent methods.
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Basic Equivalent Operations of Tensors in Rust AI Inference Framework Candle and Pytorch
Published date:This article introduces the equivalent implementations of basic tensor operations between Rust Candle and Pytorch, including tensor initialization, shape manipulation, arithmetic operations (addition, subtraction, multiplication, division), and accelerator support. It is suitable for beginners to refer to.
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Advanced Rust AI (Part 2) - Converting PyTorch Models to Rust Candle
Published date:An advanced tutorial on converting PyTorch models to Rust Candle
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Advanced Rust AI (Part 1): Converting PyTorch Models to Rust Candle
Published date:A guide on converting PyTorch models to Rust Candle models
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How to Implement a CNN Neural Network with Rust?
Published date:How to implement the MobileNetV2 neural network using Rust and the Candle framework, including the construction of the model structure and the implementation of the forward pass.