Model Size, Computation and Training time

earthspecies / cocktail-party-problem

BioCPPNet: Automatic Bioacoustic Source Separation with Deep Neural Networks

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Model Size, Computation and Training time #2

Closed yugeshav closed 2 years ago

yugeshav commented 3 years ago

Hello

Please let me know the model size (MB/ KB), Training time (for 100hrs on some vm config) and computation(CPU).

Any other benchmarking available please post here

Regards Yugesh

pcbermant commented 2 years ago

The models were trained on a high-compute VM using a single NVIDIA P100 GPU. More details regarding available benchmarking (e.g. model sizes) can be found in the paper https://www.nature.com/articles/s41598-021-02790-2. Hope this helps.