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Showing 1 to 4 of 4 for “"Performance-library"”.

  1. A faster FFT in the Mid-West

    … today generally fall into two categories: Library generators (such as FFTW and Spiral) and specialized FFTs (such as prime95). Specialized FFTs have the obvious limitation of being specialized. However they are hand-tuned and generally offer superior performance. Library generators are …

    uiuc Repository record for A faster FFT in the Mid-West (opens in a new tab)

  2. Profiling and characterization of deep learning model inference on CPU

    … extensively studied, it is worth exploring how performance-enhancing libraries like Intel MKL-DNN help to boost the performance on Intel CPU. We develop a profiling mechanism to capture the MKL-DNN operation calls and formulate the tracing timeline with spans on the server. Through profiling and …

    uiuc Repository record for Profiling and characterization of deep learning model inference on CPU (opens in a new tab)

  3. Techniques for enabling GPU code generation of low-level optimizations and dynamic parallelism from high-level abstractions

    … syntax that provides for full control and most performance at the cost of slow code-development times to High-level DSLs that can abstracts the complexities of GPU programming, speeding up code-development at the cost of performance. Between these two extremes GPU libraries, pragma-based …

    uiuc Repository record for Techniques for enabling GPU code generation of low-level optimizations and dynamic parallelism from high-level abstractions (opens in a new tab)