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WIP Migrate Dense layer

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This commit is contained in:
Matúš Námešný
2025-11-18 21:12:47 +01:00
parent 64eac7050b
commit 7f203b8947
14 changed files with 116 additions and 221 deletions
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33
include/backend/cuda.cuh
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@@ -6,21 +6,36 @@
namespace CUDANet::Backend {
class CUDA : public Backend {
public:
public:
// Memory management
void* allocate(size_t bytes) override;
void deallocate(void* ptr) override;
void deallocate(void* ptr) override;
// Tensor ops
void print(const CUDANet::Tensor &input) override;
void zero(CUDANet::Tensor &input) override;
void sum(const CUDANet::Tensor &input, CUDANet::Tensor &sum) override;
void max(const CUDANet::Tensor &input, CUDANet::Tensor &max) override;
void print(const CUDANet::Tensor& input) override;
void zero(CUDANet::Tensor& input) override;
void
copy_to_device(CUDANet::Tensor& tensor, void* data, size_t size) override;
void sum(const CUDANet::Tensor& input, CUDANet::Tensor& sum) override;
void max(const CUDANet::Tensor& input, CUDANet::Tensor& max) override;
// Layer ops
void relu(CUDANet::Tensor &tensor) override;
void sigmoid(CUDANet::Tensor &tensor) override;
void softmax(CUDANet::Tensor &tensor, CUDANet::Tensor &temp_max, CUDANet::Tensor &temp_sum) override;
void relu(CUDANet::Tensor& tensor) override;
void sigmoid(CUDANet::Tensor& tensor) override;
void softmax(
CUDANet::Tensor& tensor,
CUDANet::Tensor& temp_max,
CUDANet::Tensor& temp_sum
) override;
CUDANet::Tensor& dense(
CUDANet::Tensor& weights,
CUDANet::Tensor& biases,
CUDANet::Tensor& input,
CUDANet::Tensor& output,
size_t input_size,
size_t output_size
) override;
};
} // namespace CUDANet::Backend