Janardhan created SYSTEMML-2041:
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Summary: Implement Block-Sparse GPU Kernels
Key: SYSTEMML-2041
URL: https://issues.apache.org/jira/browse/SYSTEMML-2041
Project: SystemML
Issue Type: New Feature
Components: Infrastructure
Reporter: Janardhan
Attachments: GPU Kernels for Block-Sparse Weights.pdf
Sparsity enables, for example, training of neural networks that are much wider
and deeper than otherwise possible with a given parameter budget and
computational budget, such as LSTMs with tens of thousands of hidden units.
(The largest LSTMs trained today are only thousands of hidden units.)
*Resource:* TensorFlow implemented repo - https://github.com/openai/blocksparse
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