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Network Compute Method Not Thread-safe

Open jemeric opened this issue 8 years ago • 0 comments

I'm using a BasicNetwork, which I train synchronously and later validate a large dataset against it in parallel. Unfortunately, calling network.Compute(input, output) returns corrupted data when it is receiving requests in parallel.

Additional information: The network contains 3 layers and uses the sigmoid activation function and weights are initialized using the ConsistentRandomizer.

jemeric avatar Nov 01 '17 03:11 jemeric