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docs/api/api_python/mindspore.mint.rst
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wudawei
add repeat_interleave
19 июл 2024, 10:32
19 июл 2024, 10:32
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mindspore.mint =============== mindspore.mint提供了大量的functional、nn、优化器接口，API用法及功能等与业界主流用法一致，方便用户参考使用。 mint接口当前是实验性接口，在图编译模式为O0和PyNative模式下性能比ops更优。当前暂不支持图下沉模式及CPU、GPU后端，后续会逐步完善。 模块导入方法如下： .. code-block:: from mindspore import mint Tensor --------------- 创建运算 ^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.arange mindspore.mint.eye mindspore.mint.ones mindspore.mint.ones_like mindspore.mint.zeros mindspore.mint.zeros_like 索引、切分、连接、突变运算 ^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.cat mindspore.mint.gather mindspore.mint.index_select mindspore.mint.permute mindspore.mint.scatter_add mindspore.mint.split mindspore.mint.narrow mindspore.mint.nonzero mindspore.mint.tile mindspore.mint.stack mindspore.mint.where 随机采样 ------------ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.normal mindspore.mint.rand_like mindspore.mint.rand 数学运算 ------------------ 逐元素运算 ^^^^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.abs mindspore.mint.add mindspore.mint.clamp mindspore.mint.atan2 mindspore.mint.arctan2 mindspore.mint.ceil mindspore.mint.cos mindspore.mint.div mindspore.mint.divide mindspore.mint.erf mindspore.mint.erfinv mindspore.mint.exp mindspore.mint.floor mindspore.mint.log mindspore.mint.logical_and mindspore.mint.logical_not mindspore.mint.logical_or mindspore.mint.mul mindspore.mint.neg mindspore.mint.negative mindspore.mint.pow mindspore.mint.reciprocal mindspore.mint.rsqrt mindspore.mint.sigmoid mindspore.mint.sin mindspore.mint.sqrt mindspore.mint.square mindspore.mint.sub mindspore.mint.tanh Reduction运算 ^^^^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.argmax mindspore.mint.all mindspore.mint.any mindspore.mint.max mindspore.mint.mean mindspore.mint.min mindspore.mint.prod mindspore.mint.sum mindspore.mint.unique 比较运算 ^^^^^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.eq mindspore.mint.greater mindspore.mint.greater_equal mindspore.mint.gt mindspore.mint.isclose mindspore.mint.isfinite mindspore.mint.le mindspore.mint.less mindspore.mint.less_equal mindspore.mint.lt mindspore.mint.maximum mindspore.mint.minimum mindspore.mint.ne mindspore.mint.topk mindspore.mint.sort BLAS和LAPACK运算 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.bmm mindspore.mint.inverse mindspore.mint.matmul 其他运算 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.broadcast_to mindspore.mint.cumsum mindspore.mint.flip mindspore.mint.repeat_interleave mindspore.mint.searchsorted mindspore.mint.nn ------------------ 卷积层 ^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.Fold mindspore.mint.nn.Unfold 线性层 ^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.Linear Dropout层 ^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.Dropout 损失函数 ^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.BCEWithLogitsLoss mindspore.mint.nn.functional ----------------------------- 卷积函数 ^^^^^^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.fold mindspore.mint.nn.functional.unfold 池化函数 ^^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.max_pool2d 非线性激活函数 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.batch_norm mindspore.mint.nn.functional.elu mindspore.mint.nn.functional.gelu mindspore.mint.nn.functional.group_norm mindspore.mint.nn.functional.layer_norm mindspore.mint.nn.functional.leaky_relu mindspore.mint.nn.functional.relu mindspore.mint.nn.functional.sigmoid mindspore.mint.nn.functional.silu mindspore.mint.nn.functional.softmax mindspore.mint.nn.functional.softplus mindspore.mint.nn.functional.tanh 线性函数 ^^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.linear Dropout函数 ^^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.dropout 稀疏函数 ^^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.embedding mindspore.mint.nn.functional.one_hot 损失函数 ^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.binary_cross_entropy mindspore.mint.nn.functional.binary_cross_entropy_with_logits Vision函数 ^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.grid_sample mindspore.mint.nn.functional.pad mindspore.mint.optim --------------------- .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.optim.AdamW mindspore.mint.linalg ---------------------- 逆数 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. mscnplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.linalg.inv