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Original file line number | Diff line number | Diff line change |
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#ifndef HIOSDFNET_HPP | ||
#define HIOSDFNET_HPP | ||
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#include <torch/torch.h> | ||
#include <ros/ros.h> | ||
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// Sine non-linearity | ||
struct Sine : torch::nn::Module { | ||
torch::Tensor forward(torch::Tensor x); | ||
}; | ||
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// HIOSDFNet class | ||
class HIOSDFNet : public torch::nn::Module { | ||
public: | ||
HIOSDFNet(int64_t in_features = 3, int64_t out_features = 1, | ||
int64_t hidden_features = 256, int64_t num_hidden_layers = 4); | ||
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torch::Tensor forward(torch::Tensor x); | ||
void eval(); | ||
void load_weights_from_tensor(torch::Tensor& tensor); | ||
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private: | ||
torch::nn::Sequential net; | ||
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void sine_init(torch::nn::Module& module); | ||
void first_layer_sine_init(torch::nn::Module& m); | ||
}; | ||
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#endif // HIOSDFNET_HPP | ||
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