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GeNN
4.0.0
GPU enhanced Neuronal Networks (GeNN)
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Namespaces | |
Optimiser | |
Utils | |
Classes | |
class | Backend |
struct | Preferences |
Preferences for CUDA backend. More... | |
Typedefs | |
using | KernelBlockSize = std::array< size_t, KernelMax > |
Array of block sizes for each kernel. More... | |
Enumerations | |
enum | DeviceSelect { DeviceSelect::OPTIMAL, DeviceSelect::MOST_MEMORY, DeviceSelect::MANUAL } |
Methods for selecting CUDA device. More... | |
enum | BlockSizeSelect { BlockSizeSelect::OCCUPANCY, BlockSizeSelect::MANUAL } |
Methods for selecting CUDA kernel block size. More... | |
enum | Kernel { KernelNeuronUpdate, KernelPresynapticUpdate, KernelPostsynapticUpdate, KernelSynapseDynamicsUpdate, KernelInitialize, KernelInitializeSparse, KernelPreNeuronReset, KernelPreSynapseReset, KernelMax } |
Kernels generated by CUDA backend. More... | |
using CodeGenerator::CUDA::KernelBlockSize = typedef std::array<size_t, KernelMax> |
Array of block sizes for each kernel.
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strong |
Methods for selecting CUDA kernel block size.
Enumerator | |
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OCCUPANCY | Pick optimal blocksize for each kernel based on occupancy. |
MANUAL | Use block sizes specified by user. |
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strong |
Methods for selecting CUDA device.
Enumerator | |
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OPTIMAL | Pick optimal device based on how well kernels can be simultaneously simulated and occupancy. |
MOST_MEMORY | Pick device with most global memory. |
MANUAL | Use device specified by user. |
Kernels generated by CUDA backend.
Enumerator | |
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KernelNeuronUpdate | |
KernelPresynapticUpdate | |
KernelPostsynapticUpdate | |
KernelSynapseDynamicsUpdate | |
KernelInitialize | |
KernelInitializeSparse | |
KernelPreNeuronReset | |
KernelPreSynapseReset | |
KernelMax |