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Revisit blocksize optimisation about genn HOT 1 CLOSED

genn-team avatar genn-team commented on September 28, 2024
Revisit blocksize optimisation

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Comments (1)

tnowotny avatar tnowotny commented on September 28, 2024

When running a systematic test of performance for different block sizes, the chosen model size (x in the figures), is almost always near-optimal. The model size is the number of neurons and the model is the COBAHH example. The axes are neuron kernel block sizes and synapse kernel block sizes, 32, 64, 96, 128, 256, 512, 1024. Colors are log of runtime.

model size 200
blocksize200
model size 400
blocksize400
model size 1000
blocksize1000
model size 2000
blocksize2000
model size 4000
blocksize4000
model size 8000
blocksize8000
model size 16000
blocksize16000
model size 32000
blocksize32000
model size 64000
blocksize64000
model size 128000
blocksize128000
model size 256000
blocksize256000
model size 512000
blocksize512000

from genn.

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