Acknowledgements

Portions of this Cut Cross Entropy Software may utilize the following copyrighted material, the use of which is hereby acknowledged.

PyTorch

    From PyTorch:

    Copyright (c) 2016-     Facebook, Inc            (Adam Paszke)
    Copyright (c) 2014-     Facebook, Inc            (Soumith Chintala)
    Copyright (c) 2011-2014 Idiap Research Institute (Ronan Collobert)
    Copyright (c) 2012-2014 Deepmind Technologies    (Koray Kavukcuoglu)
    Copyright (c) 2011-2012 NEC Laboratories America (Koray Kavukcuoglu)
    Copyright (c) 2011-2013 NYU                      (Clement Farabet)
    Copyright (c) 2006-2010 NEC Laboratories America (Ronan Collobert, Leon Bottou, Iain Melvin, Jason Weston)
    Copyright (c) 2006      Idiap Research Institute (Samy Bengio)
    Copyright (c) 2001-2004 Idiap Research Institute (Ronan Collobert, Samy Bengio, Johnny Mariethoz)

    From Caffe2:

    Copyright (c) 2016-present, Facebook Inc. All rights reserved.

    All contributions by Facebook:
    Copyright (c) 2016 Facebook Inc.

    All contributions by Google:
    Copyright (c) 2015 Google Inc.
    All rights reserved.

    All contributions by Yangqing Jia:
    Copyright (c) 2015 Yangqing Jia
    All rights reserved.

    All contributions by Kakao Brain:
    Copyright 2019-2020 Kakao Brain

    All contributions by Cruise LLC:
    Copyright (c) 2022 Cruise LLC.
    All rights reserved.

    All contributions by Arm:
    Copyright (c) 2021, 2023-2024 Arm Limited and/or its affiliates

    All contributions from Caffe:
    Copyright(c) 2013, 2014, 2015, the respective contributors
    All rights reserved.

    All other contributions:
    Copyright(c) 2015, 2016 the respective contributors
    All rights reserved.

    Caffe2 uses a copyright model similar to Caffe: each contributor holds
    copyright over their contributions to Caffe2. The project versioning records
    all such contribution and copyright details. If a contributor wants to further
    mark their specific copyright on a particular contribution, they should
    indicate their copyright solely in the commit message of the change when it is
    committed.

    All rights reserved.

    Redistribution and use in source and binary forms, with or without
    modification, are permitted provided that the following conditions are met:

    1. Redistributions of source code must retain the above copyright
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    2. Redistributions in binary form must reproduce the above copyright
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    3. Neither the names of Facebook, Deepmind Technologies, NYU, NEC Laboratories America
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    THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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Triton

    /*
    * Copyright 2018-2020 Philippe Tillet
    * Copyright 2020-2022 OpenAI
    *
    * Permission is hereby granted, free of charge, to any person obtaining
    * a copy of this software and associated documentation files
    * (the "Software"), to deal in the Software without restriction,
    * including without limitation the rights to use, copy, modify, merge,
    * publish, distribute, sublicense, and/or sell copies of the Software,
    * and to permit persons to whom the Software is furnished to do so,
    * subject to the following conditions:
    *
    * The above copyright notice and this permission notice shall be
    * included in all copies or substantial portions of the Software.
    *
    * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
    * EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
    * MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.
    * IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY
    * CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,
    * TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
    * SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
    */

Transformers

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