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docs/api/api_python_en/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 =============== mindpsore.mint provides a large number of functional, nn, optimizer interfaces. The API usages and functions are consistent with the mainstream usage in the industry for easy reference. The mint interface is currently an experimental interface and performs better than ops in graph mode of O0 and PyNative mode. Currently, the graph sinking mode and CPU/GPU backend are not supported, and it will be gradually improved in the future. The module import method is as follows: .. code-block:: from mindspore import mint Tensor --------------- Creation Operations ^^^^^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :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 Indexing, Slicing, Joining, Mutating Operations ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :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 Random Sampling ----------------- .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.normal mindspore.mint.rand_like mindspore.mint.rand Math Operations ------------------ Pointwise Operations ^^^^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :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 Operations ^^^^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :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 Comparison Operations ^^^^^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :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 and LAPACK Operations ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.bmm mindspore.mint.inverse mindspore.mint.matmul Other Operations ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :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 ------------------ Convolution Layers ^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.Fold mindspore.mint.nn.Unfold Linear Layers ^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.Linear Dropout Layers ^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.Dropout Loss Functions ^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.BCEWithLogitsLoss mindspore.mint.nn.functional ----------------------------- Convolution functions ^^^^^^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.fold mindspore.mint.nn.functional.unfold Pooling functions ^^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.max_pool2d Non-linear activation functions ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :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 Linear functions ^^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.linear Dropout functions ^^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.dropout Sparse functions ^^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.embedding mindspore.mint.nn.functional.one_hot Loss Functions ^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.binary_cross_entropy mindspore.mint.nn.functional.binary_cross_entropy_with_logits Vision functions ^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.nn.functional.grid_sample mindspore.mint.nn.functional.pad mindspore.mint.optim --------------------- .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.optim.AdamW mindspore.mint.linalg ---------------------- Inverses ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ .. msplatwarnautosummary:: :toctree: mint :nosignatures: :template: classtemplate.rst mindspore.mint.linalg.inv