Search Results for "speedup"
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Showing 2 open source projects for "speedup"
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AIMET
AIMET is a library that provides advanced quantization and compression
...Quantized inference is significantly faster than floating point inference. For example, models that we’ve run on the Qualcomm® Hexagon™ DSP rather than on the Qualcomm® Kryo™ CPU have resulted in a 5x to 15x speedup. Plus, an 8-bit model also has a 4x smaller memory footprint relative to a 32-bit model. However, often when quantizing a machine learning model (e.g., from 32-bit floating point to an 8-bit fixed point value), the model accuracy is sacrificed. -
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DB driven applications test driver
A JDBC proxy driver for the recording and replay of database access
JDBC proxy driver to support the development and testing of database driven applications. In record mode, the driver records all data requested from the database layer in files. These files replace the database connection when switching to replay mode.
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