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
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    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
    notice, this list of conditions and the following disclaimer.

    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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