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DeepSparse v0.1.1 Patch Release
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@jeanniefinks jeanniefinks released this 01 Mar 19:56
v0.1.1
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This is a patch release for 0.1.0 that contains the following changes:

  • Docs updates: tagline, overview, update to use sparsification for verbiage
  • Examples updated to use new ResNet-50 pruned_quant moderate model from the SparseZoo
  • Nightly build dependencies now match on major.minor and not full version
  • Benchmarking script added for reproducing ResNet-50 numbers
  • Small (3-5%) performance improvement for pruned quantized ResNet-50 models, for batch size greater than 16
  • Reduced memory footprint for networks with sparse fully connected layers
  • Improved performance on multi-socket systems when batch size is larger than 1
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