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  2. DeepSpeed - Wikipedia

    en.wikipedia.org/wiki/DeepSpeed

    It includes the Zero Redundancy Optimizer (ZeRO) for training models with 1 trillion or more parameters. [4] Features include mixed precision training, single-GPU, multi-GPU, and multi-node training as well as custom model parallelism. The DeepSpeed source code is licensed under MIT License and available on GitHub. [5]

  3. List of model checking tools - Wikipedia

    en.wikipedia.org/wiki/List_of_model_checking_tools

    Code analysis C: Monitor automata Yes No No No Free OCaml: Windows, Unix related CADP: Plain and probabilistic LOTOS, FC2, FSP, LNT AFMC, MCL, XTL SB, WB, BB, OE, STE, WTE, SE, tau*E Yes Yes No Yes FUSC C, Bourne shell, Tcl/Tk, LOTOS, LNT macOS, Linux, Solaris, Windows CPAchecker: Code analysis C: Monitor automata Yes Yes No Yes Free Java Any ...

  4. Cyclic redundancy check - Wikipedia

    en.wikipedia.org/wiki/Cyclic_redundancy_check

    A cyclic redundancy check (CRC) is an error-detecting code commonly used in digital networks and storage devices to detect accidental changes to digital data. [ 1 ] [ 2 ] Blocks of data entering these systems get a short check value attached, based on the remainder of a polynomial division of their contents.

  5. List of hash functions - Wikipedia

    en.wikipedia.org/wiki/List_of_hash_functions

    GxHash [10] 32, 64 or 128 bits AES block cipher pHash [11] fixed or variable see Perceptual hashing: dhash [12] 128 bits see Perceptual hashing: SDBM [2] [13] 32 or 64 bits mult/add or shift/add also used in GNU AWK: OSDB hash [14] 64 bits add komihash [15] 64 bits product/split/add/XOR

  6. PAT (model checker) - Wikipedia

    en.wikipedia.org/wiki/PAT_(model_checker)

    PAT (Process Analysis Toolkit) is a self-contained framework [1] for composing, simulating and reasoning of concurrent, real-time systems and other possible domains. It includes user interfaces, model editor and animated simulator.

  7. Mathematics of cyclic redundancy checks - Wikipedia

    en.wikipedia.org/wiki/Mathematics_of_cyclic...

    The cyclic redundancy check (CRC) is a check of the remainder after division in the ring of polynomials over GF(2) (the finite field of integers modulo 2). That is, the set of polynomials where each coefficient is either zero or one, and arithmetic operations wrap around.

  8. SPIN model checker - Wikipedia

    en.wikipedia.org/wiki/SPIN_model_checker

    Unlike many model-checkers, SPIN does not actually perform model-checking itself, but instead generates C sources for a problem-specific model checker. This technique saves memory and improves performance, while also allowing the direct insertion of chunks of C code into the model.

  9. Error detection and correction - Wikipedia

    en.wikipedia.org/wiki/Error_detection_and_correction

    Convolutional codes are processed on a bit-by-bit basis. They are particularly suitable for implementation in hardware, and the Viterbi decoder allows optimal decoding. Block codes are processed on a block-by-block basis. Early examples of block codes are repetition codes, Hamming codes and multidimensional parity-check codes.