rename ops and function
This commit is contained in:
huodagu
parent
5b3dbdd137
commit
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@ -1,635 +0,0 @@
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mindspore.ops.function
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=============================
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神经网络层函数
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----------------
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神经网络
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^^^^^^^^
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.. mscnplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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mindspore.ops.adaptive_avg_pool1d
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mindspore.ops.adaptive_avg_pool2d
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mindspore.ops.adaptive_avg_pool3d
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mindspore.ops.adaptive_max_pool1d
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mindspore.ops.adaptive_max_pool3d
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mindspore.ops.avg_pool1d
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mindspore.ops.avg_pool2d
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mindspore.ops.avg_pool3d
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mindspore.ops.batch_norm
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mindspore.ops.bias_add
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mindspore.ops.ctc_greedy_decoder
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mindspore.ops.conv2d
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mindspore.ops.conv3d
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mindspore.ops.crop_and_resize
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mindspore.ops.deformable_conv2d
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mindspore.ops.dropout
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mindspore.ops.dropout1d
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mindspore.ops.dropout2d
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mindspore.ops.dropout3d
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mindspore.ops.flatten
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mindspore.ops.fractional_max_pool2d
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mindspore.ops.fractional_max_pool3d
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mindspore.ops.interpolate
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mindspore.ops.lp_pool1d
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mindspore.ops.lp_pool2d
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mindspore.ops.lrn
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mindspore.ops.margin_ranking_loss
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mindspore.ops.max_pool3d
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mindspore.ops.max_unpool1d
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mindspore.ops.max_unpool2d
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mindspore.ops.max_unpool3d
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mindspore.ops.multi_margin_loss
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mindspore.ops.multi_label_margin_loss
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mindspore.ops.kl_div
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mindspore.ops.pad
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mindspore.ops.padding
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mindspore.ops.pdist
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mindspore.ops.prelu
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mindspore.ops.relu
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mindspore.ops.relu6
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损失函数
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^^^^^^^^^^
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.. mscnplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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mindspore.ops.binary_cross_entropy
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mindspore.ops.binary_cross_entropy_with_logits
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mindspore.ops.cross_entropy
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mindspore.ops.gaussian_nll_loss
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mindspore.ops.hinge_embedding_loss
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mindspore.ops.mse_loss
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mindspore.ops.nll_loss
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mindspore.ops.smooth_l1_loss
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激活函数
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^^^^^^^^^^
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.. mscnplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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mindspore.ops.celu
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mindspore.ops.elu
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mindspore.ops.fast_gelu
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mindspore.ops.gelu
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mindspore.ops.glu
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mindspore.ops.gumbel_softmax
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mindspore.ops.hardshrink
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mindspore.ops.hardswish
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mindspore.ops.log_softmax
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mindspore.ops.mish
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mindspore.ops.selu
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mindspore.ops.soft_shrink
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mindspore.ops.softmax
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mindspore.ops.softsign
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mindspore.ops.tanh
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采样函数
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^^^^^^^^^^
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.. mscnplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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mindspore.ops.grid_sample
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mindspore.ops.log_uniform_candidate_sampler
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mindspore.ops.uniform_candidate_sampler
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距离函数
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^^^^^^^^^^
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.. mscnplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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mindspore.ops.cdist
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数学运算函数
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^^^^^^^^^^^^^^^^^
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.. mscnplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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mindspore.ops.bmm
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mindspore.ops.cholesky
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mindspore.ops.cholesky_inverse
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mindspore.ops.conj
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mindspore.ops.cross
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mindspore.ops.cumprod
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mindspore.ops.erfinv
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mindspore.ops.less_equal
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mindspore.ops.igamma
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mindspore.ops.igammac
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mindspore.ops.is_floating_point
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mindspore.ops.pinv
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逐元素运算
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^^^^^^^^^^^^^
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.. mscnplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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mindspore.ops.abs
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mindspore.ops.absolute
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mindspore.ops.accumulate_n
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mindspore.ops.acos
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mindspore.ops.arccos
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mindspore.ops.acosh
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mindspore.ops.add
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mindspore.ops.addcdiv
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mindspore.ops.addcmul
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mindspore.ops.addn
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mindspore.ops.addr
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mindspore.ops.angle
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mindspore.ops.arccosh
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mindspore.ops.arcsin
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mindspore.ops.arctan
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mindspore.ops.arctan2
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mindspore.ops.asin
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mindspore.ops.asinh
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mindspore.ops.atan
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mindspore.ops.atan2
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mindspore.ops.atanh
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mindspore.ops.baddbmm
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mindspore.ops.bernoulli
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mindspore.ops.bessel_i0
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mindspore.ops.bessel_i0e
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mindspore.ops.bessel_i1
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mindspore.ops.bessel_i1e
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mindspore.ops.bessel_j0
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mindspore.ops.bessel_j1
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mindspore.ops.bessel_k0
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mindspore.ops.bessel_k0e
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mindspore.ops.bessel_k1
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mindspore.ops.bessel_k1e
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mindspore.ops.bessel_y0
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mindspore.ops.bessel_y1
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mindspore.ops.bitwise_and
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mindspore.ops.bitwise_or
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mindspore.ops.bitwise_xor
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mindspore.ops.ceil
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mindspore.ops.copysign
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mindspore.ops.cos
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mindspore.ops.cosh
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mindspore.ops.deg2rad
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mindspore.ops.div
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mindspore.ops.divide
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mindspore.ops.erf
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mindspore.ops.erfc
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mindspore.ops.exp
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mindspore.ops.expm1
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mindspore.ops.floor
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mindspore.ops.floor_div
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mindspore.ops.floor_mod
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mindspore.ops.heaviside
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mindspore.ops.hypot
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mindspore.ops.i0
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mindspore.ops.inv
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mindspore.ops.invert
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mindspore.ops.lcm
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mindspore.ops.ldexp
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mindspore.ops.lerp
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mindspore.ops.log
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mindspore.ops.log2
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mindspore.ops.log10
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mindspore.ops.log1p
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mindspore.ops.logaddexp
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mindspore.ops.logaddexp2
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mindspore.ops.logical_and
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mindspore.ops.logical_not
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mindspore.ops.logical_or
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mindspore.ops.logical_xor
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mindspore.ops.logit
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mindspore.ops.log_matrix_determinant
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mindspore.ops.matrix_determinant
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mindspore.ops.mul
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mindspore.ops.multiply
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mindspore.ops.mvlgamma
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mindspore.ops.neg
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mindspore.ops.negative
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mindspore.ops.positive
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mindspore.ops.pow
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mindspore.ops.rad2deg
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mindspore.ops.remainder
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mindspore.ops.roll
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mindspore.ops.round
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mindspore.ops.sin
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mindspore.ops.sinh
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mindspore.ops.sqrt
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mindspore.ops.square
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mindspore.ops.sub
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mindspore.ops.subtract
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mindspore.ops.svd
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mindspore.ops.tan
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mindspore.ops.true_divide
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mindspore.ops.trunc
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mindspore.ops.truncate_div
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mindspore.ops.truncate_mod
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mindspore.ops.xdivy
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mindspore.ops.xlogy
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Reduction函数
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^^^^^^^^^^^^^
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.. mscnplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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mindspore.ops.amax
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mindspore.ops.amin
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mindspore.ops.argmax
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mindspore.ops.argmin
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mindspore.ops.cummax
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mindspore.ops.cummin
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mindspore.ops.cumsum
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mindspore.ops.logsumexp
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mindspore.ops.max
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mindspore.ops.mean
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mindspore.ops.median
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mindspore.ops.min
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mindspore.ops.norm
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mindspore.ops.prod
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mindspore.ops.std
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比较函数
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^^^^^^^^^^^^^
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.. mscnplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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mindspore.ops.approximate_equal
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mindspore.ops.equal
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mindspore.ops.ge
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mindspore.ops.greater
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mindspore.ops.greater_equal
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mindspore.ops.gt
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mindspore.ops.intopk
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mindspore.ops.isclose
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mindspore.ops.isfinite
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mindspore.ops.isinf
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mindspore.ops.isnan
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mindspore.ops.le
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mindspore.ops.less
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mindspore.ops.maximum
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mindspore.ops.minimum
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mindspore.ops.ne
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线性代数函数
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^^^^^^^^^^^^^
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.. mscnplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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mindspore.ops.addbmm
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mindspore.ops.addmm
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mindspore.ops.adjoint
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mindspore.ops.batch_dot
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mindspore.ops.dot
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mindspore.ops.matmul
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mindspore.ops.matrix_solve
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mindspore.ops.mm
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mindspore.ops.ger
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mindspore.ops.renorm
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mindspore.ops.tensor_dot
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Tensor操作函数
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----------------
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Tensor创建
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^^^^^^^^^^^^^
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.. mscnplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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mindspore.ops.eye
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mindspore.ops.fill
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mindspore.ops.fills
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mindspore.ops.linspace
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mindspore.ops.narrow
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mindspore.ops.one_hot
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mindspore.ops.ones
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mindspore.ops.ones_like
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随机生成函数
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^^^^^^^^^^^^^^^^
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.. mscnplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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mindspore.ops.choice_with_mask
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mindspore.ops.gamma
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mindspore.ops.laplace
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mindspore.ops.multinomial
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mindspore.ops.random_poisson
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mindspore.ops.random_categorical
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mindspore.ops.random_gamma
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mindspore.ops.shuffle
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mindspore.ops.standard_laplace
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mindspore.ops.standard_normal
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mindspore.ops.uniform
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Array操作
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^^^^^^^^^^^^^^^^
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.. mscnplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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mindspore.ops.adaptive_max_pool2d
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mindspore.ops.affine_grid
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mindspore.ops.arange
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mindspore.ops.batch_to_space_nd
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mindspore.ops.broadcast_to
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mindspore.ops.col2im
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mindspore.ops.concat
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mindspore.ops.count_nonzero
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mindspore.ops.diag
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mindspore.ops.diagonal
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mindspore.ops.dyn_shape
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mindspore.ops.expand
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mindspore.ops.expand_dims
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mindspore.ops.flip
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mindspore.ops.fliplr
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mindspore.ops.flipud
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mindspore.ops.fold
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mindspore.ops.gather
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mindspore.ops.gather_d
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mindspore.ops.gather_elements
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mindspore.ops.gather_nd
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mindspore.ops.index_add
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mindspore.ops.index_fill
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mindspore.ops.inplace_add
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mindspore.ops.inplace_sub
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mindspore.ops.inplace_update
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mindspore.ops.masked_fill
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mindspore.ops.masked_select
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mindspore.ops.matrix_band_part
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mindspore.ops.matrix_diag
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mindspore.ops.matrix_diag_part
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mindspore.ops.matrix_set_diag
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mindspore.ops.meshgrid
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mindspore.ops.msort
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mindspore.ops.nan_to_num
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mindspore.ops.normal
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mindspore.ops.nonzero
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mindspore.ops.numel
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mindspore.ops.orgqr
|
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mindspore.ops.permute
|
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mindspore.ops.population_count
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mindspore.ops.range
|
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mindspore.ops.rank
|
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mindspore.ops.repeat_elements
|
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mindspore.ops.repeat_interleave
|
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mindspore.ops.reshape
|
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mindspore.ops.reverse
|
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mindspore.ops.reverse_sequence
|
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mindspore.ops.scatter_nd
|
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mindspore.ops.select
|
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mindspore.ops.sequence_mask
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mindspore.ops.shape
|
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mindspore.ops.size
|
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mindspore.ops.slice
|
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mindspore.ops.space_to_batch_nd
|
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mindspore.ops.sparse_segment_mean
|
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mindspore.ops.split
|
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mindspore.ops.squeeze
|
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mindspore.ops.stack
|
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mindspore.ops.strided_slice
|
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mindspore.ops.tensor_scatter_add
|
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mindspore.ops.tensor_scatter_div
|
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mindspore.ops.tensor_scatter_max
|
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mindspore.ops.tensor_scatter_min
|
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mindspore.ops.tensor_scatter_mul
|
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mindspore.ops.tensor_scatter_sub
|
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mindspore.ops.tensor_scatter_elements
|
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mindspore.ops.tile
|
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mindspore.ops.top_k
|
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mindspore.ops.transpose
|
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mindspore.ops.unbind
|
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mindspore.ops.unfold
|
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mindspore.ops.unique
|
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mindspore.ops.unique_consecutive
|
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mindspore.ops.unique_with_pad
|
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mindspore.ops.unsorted_segment_max
|
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mindspore.ops.unsorted_segment_min
|
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mindspore.ops.unsorted_segment_prod
|
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mindspore.ops.unsorted_segment_sum
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mindspore.ops.unsqueeze
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mindspore.ops.unstack
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类型转换
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^^^^^^^^^^^^^^^^
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.. mscnplatformautosummary::
|
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:toctree: ops
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||||
:nosignatures:
|
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:template: classtemplate.rst
|
||||
|
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mindspore.ops.scalar_cast
|
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mindspore.ops.scalar_to_tensor
|
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mindspore.ops.tuple_to_array
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|
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稀疏函数
|
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^^^^^^^^^^^^^^^^
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.. mscnplatformautosummary::
|
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:toctree: ops
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||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
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mindspore.ops.dense_to_sparse_coo
|
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mindspore.ops.dense_to_sparse_csr
|
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mindspore.ops.csr_to_coo
|
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|
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COO函数
|
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++++++++++++++++
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||||
|
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.. mscnplatformautosummary::
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:toctree: ops
|
||||
:nosignatures:
|
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:template: classtemplate.rst
|
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|
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mindspore.ops.coo_cos
|
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mindspore.ops.coo_tan
|
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mindspore.ops.coo_exp
|
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mindspore.ops.coo_inv
|
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mindspore.ops.coo_relu
|
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mindspore.ops.coo_expm1
|
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mindspore.ops.coo_isfinite
|
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mindspore.ops.coo_asin
|
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mindspore.ops.coo_sqrt
|
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mindspore.ops.coo_log
|
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mindspore.ops.coo_isnan
|
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mindspore.ops.coo_acos
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mindspore.ops.coo_floor
|
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mindspore.ops.coo_atan
|
||||
mindspore.ops.coo_square
|
||||
mindspore.ops.coo_relu6
|
||||
mindspore.ops.coo_sinh
|
||||
mindspore.ops.coo_ceil
|
||||
mindspore.ops.coo_cosh
|
||||
mindspore.ops.coo_softsign
|
||||
mindspore.ops.coo_log1p
|
||||
mindspore.ops.coo_round
|
||||
mindspore.ops.coo_tanh
|
||||
mindspore.ops.coo_asinh
|
||||
mindspore.ops.coo_neg
|
||||
mindspore.ops.coo_acosh
|
||||
mindspore.ops.coo_isinf
|
||||
mindspore.ops.coo_atanh
|
||||
mindspore.ops.coo_sigmoid
|
||||
mindspore.ops.coo_abs
|
||||
mindspore.ops.coo_sin
|
||||
mindspore.ops.sparse_add
|
||||
|
||||
CSR函数
|
||||
++++++++++++++++
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.csr_cos
|
||||
mindspore.ops.csr_tan
|
||||
mindspore.ops.csr_exp
|
||||
mindspore.ops.csr_inv
|
||||
mindspore.ops.csr_relu
|
||||
mindspore.ops.csr_expm1
|
||||
mindspore.ops.csr_isfinite
|
||||
mindspore.ops.csr_asin
|
||||
mindspore.ops.csr_sqrt
|
||||
mindspore.ops.csr_log
|
||||
mindspore.ops.csr_isnan
|
||||
mindspore.ops.csr_acos
|
||||
mindspore.ops.csr_floor
|
||||
mindspore.ops.csr_atan
|
||||
mindspore.ops.csr_square
|
||||
mindspore.ops.csr_relu6
|
||||
mindspore.ops.csr_sinh
|
||||
mindspore.ops.csr_ceil
|
||||
mindspore.ops.csr_cosh
|
||||
mindspore.ops.csr_softsign
|
||||
mindspore.ops.csr_log1p
|
||||
mindspore.ops.csr_round
|
||||
mindspore.ops.csr_tanh
|
||||
mindspore.ops.csr_asinh
|
||||
mindspore.ops.csr_neg
|
||||
mindspore.ops.csr_acosh
|
||||
mindspore.ops.csr_isinf
|
||||
mindspore.ops.csr_atanh
|
||||
mindspore.ops.csr_sigmoid
|
||||
mindspore.ops.csr_abs
|
||||
mindspore.ops.csr_sin
|
||||
mindspore.ops.csr_add
|
||||
mindspore.ops.csr_mm
|
||||
mindspore.ops.csr_softmax
|
||||
|
||||
梯度剪裁
|
||||
^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.clip_by_global_norm
|
||||
mindspore.ops.clip_by_value
|
||||
|
||||
Parameter操作函数
|
||||
--------------------
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.assign
|
||||
mindspore.ops.assign_add
|
||||
mindspore.ops.assign_sub
|
||||
mindspore.ops.scatter_add
|
||||
mindspore.ops.scatter_div
|
||||
mindspore.ops.scatter_max
|
||||
mindspore.ops.scatter_min
|
||||
mindspore.ops.scatter_mul
|
||||
mindspore.ops.scatter_nd_add
|
||||
mindspore.ops.scatter_nd_div
|
||||
mindspore.ops.scatter_nd_max
|
||||
mindspore.ops.scatter_nd_min
|
||||
mindspore.ops.scatter_nd_mul
|
||||
mindspore.ops.scatter_nd_sub
|
||||
mindspore.ops.scatter_update
|
||||
|
||||
微分函数
|
||||
----------------
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.derivative
|
||||
mindspore.ops.jet
|
||||
mindspore.ops.stop_gradient
|
||||
|
||||
调试函数
|
||||
----------------
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.print_
|
||||
|
||||
图像函数
|
||||
----------------
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.bounding_box_decode
|
||||
mindspore.ops.bounding_box_encode
|
||||
mindspore.ops.check_valid
|
||||
mindspore.ops.iou
|
||||
mindspore.ops.pixel_shuffle
|
||||
mindspore.ops.pixel_unshuffle
|
||||
|
||||
光谱函数
|
||||
----------------
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.bartlett_window
|
||||
mindspore.ops.blackman_window
|
||||
|
|
@ -0,0 +1,755 @@
|
|||
mindspore.ops.primitive
|
||||
========================
|
||||
|
||||
可用于Cell的构造函数的算子。
|
||||
|
||||
.. code-block::
|
||||
|
||||
import mindspore.ops as ops
|
||||
|
||||
MindSpore中 `mindspore.ops` 接口与上一版本相比，新增、删除和支持平台的变化信息请参考 `API Updates <https://gitee.com/mindspore/docs/blob/master/resource/api_updates/ops_api_updates.md>`_ 。
|
||||
|
||||
算子原语
|
||||
----------
|
||||
|
||||
.. mscnautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Primitive
|
||||
mindspore.ops.PrimitiveWithCheck
|
||||
mindspore.ops.PrimitiveWithInfer
|
||||
|
||||
装饰器
|
||||
--------
|
||||
|
||||
.. mscnautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.constexpr
|
||||
mindspore.ops.custom_info_register
|
||||
mindspore.ops.kernel
|
||||
mindspore.ops.op_info_register
|
||||
mindspore.ops.prim_attr_register
|
||||
|
||||
神经网络层算子
|
||||
----------------
|
||||
|
||||
神经网络
|
||||
^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.AvgPool
|
||||
mindspore.ops.AvgPool3D
|
||||
mindspore.ops.BatchNorm
|
||||
mindspore.ops.Conv2D
|
||||
mindspore.ops.Conv2DTranspose
|
||||
mindspore.ops.Conv3D
|
||||
mindspore.ops.Conv3DTranspose
|
||||
mindspore.ops.CTCGreedyDecoder
|
||||
mindspore.ops.DataFormatVecPermute
|
||||
mindspore.ops.Dilation2D
|
||||
mindspore.ops.Dropout
|
||||
mindspore.ops.Dropout2D
|
||||
mindspore.ops.Dropout3D
|
||||
mindspore.ops.DynamicGRUV2
|
||||
mindspore.ops.DynamicRNN
|
||||
mindspore.ops.EmbeddingLookup
|
||||
mindspore.ops.Flatten
|
||||
mindspore.ops.FractionalAvgPool
|
||||
mindspore.ops.FractionalMaxPool
|
||||
mindspore.ops.FractionalMaxPoolWithFixedKsize
|
||||
mindspore.ops.FractionalMaxPool3DWithFixedKsize
|
||||
mindspore.ops.GridSampler3D
|
||||
mindspore.ops.LayerNorm
|
||||
mindspore.ops.LRN
|
||||
mindspore.ops.LSTM
|
||||
mindspore.ops.MaxPool
|
||||
mindspore.ops.MaxPool3D
|
||||
mindspore.ops.MaxPool3DWithArgmax
|
||||
mindspore.ops.MaxPoolWithArgmax
|
||||
mindspore.ops.MaxUnpool2D
|
||||
mindspore.ops.MirrorPad
|
||||
mindspore.ops.NthElement
|
||||
mindspore.ops.NuclearNorm
|
||||
mindspore.ops.Pad
|
||||
mindspore.ops.Padding
|
||||
mindspore.ops.PadV3
|
||||
mindspore.ops.ResizeNearestNeighbor
|
||||
mindspore.ops.ResizeBilinear
|
||||
mindspore.ops.UpsampleNearest3D
|
||||
mindspore.ops.UpsampleTrilinear3D
|
||||
|
||||
损失函数
|
||||
^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.BCEWithLogitsLoss
|
||||
mindspore.ops.BinaryCrossEntropy
|
||||
mindspore.ops.CTCLoss
|
||||
mindspore.ops.CTCLossV2
|
||||
mindspore.ops.KLDivLoss
|
||||
mindspore.ops.L2Loss
|
||||
mindspore.ops.MultilabelMarginLoss
|
||||
mindspore.ops.MultiMarginLoss
|
||||
mindspore.ops.NLLLoss
|
||||
mindspore.ops.RNNTLoss
|
||||
mindspore.ops.SigmoidCrossEntropyWithLogits
|
||||
mindspore.ops.SmoothL1Loss
|
||||
mindspore.ops.SoftMarginLoss
|
||||
mindspore.ops.SoftmaxCrossEntropyWithLogits
|
||||
mindspore.ops.SparseSoftmaxCrossEntropyWithLogits
|
||||
mindspore.ops.TripletMarginLoss
|
||||
|
||||
激活函数
|
||||
^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.CeLU
|
||||
mindspore.ops.Elu
|
||||
mindspore.ops.FastGeLU
|
||||
mindspore.ops.GeLU
|
||||
mindspore.ops.HShrink
|
||||
mindspore.ops.HSigmoid
|
||||
mindspore.ops.HSwish
|
||||
mindspore.ops.LogSoftmax
|
||||
mindspore.ops.Mish
|
||||
mindspore.ops.PReLU
|
||||
mindspore.ops.ReLU
|
||||
mindspore.ops.ReLU6
|
||||
mindspore.ops.SeLU
|
||||
mindspore.ops.Sigmoid
|
||||
mindspore.ops.Softmax
|
||||
mindspore.ops.Softplus
|
||||
mindspore.ops.SoftShrink
|
||||
mindspore.ops.Softsign
|
||||
mindspore.ops.Tanh
|
||||
|
||||
优化器
|
||||
^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Adam
|
||||
mindspore.ops.AdamWeightDecay
|
||||
mindspore.ops.AdaptiveAvgPool2D
|
||||
mindspore.ops.AdaptiveAvgPool3D
|
||||
mindspore.ops.AdaptiveMaxPool2D
|
||||
mindspore.ops.AdaptiveMaxPool3D
|
||||
mindspore.ops.ApplyAdadelta
|
||||
mindspore.ops.ApplyAdagrad
|
||||
mindspore.ops.ApplyAdagradDA
|
||||
mindspore.ops.ApplyAdagradV2
|
||||
mindspore.ops.ApplyAdaMax
|
||||
mindspore.ops.ApplyAddSign
|
||||
mindspore.ops.ApplyCenteredRMSProp
|
||||
mindspore.ops.ApplyFtrl
|
||||
mindspore.ops.ApplyGradientDescent
|
||||
mindspore.ops.ApplyMomentum
|
||||
mindspore.ops.ApplyPowerSign
|
||||
mindspore.ops.ApplyProximalAdagrad
|
||||
mindspore.ops.ApplyProximalGradientDescent
|
||||
mindspore.ops.ApplyRMSProp
|
||||
mindspore.ops.LARSUpdate
|
||||
mindspore.ops.SparseApplyAdagradV2
|
||||
mindspore.ops.SparseApplyProximalAdagrad
|
||||
mindspore.ops.SGD
|
||||
mindspore.ops.SparseApplyFtrl
|
||||
mindspore.ops.SparseApplyFtrlV2
|
||||
|
||||
距离函数
|
||||
^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Cdist
|
||||
mindspore.ops.EditDistance
|
||||
mindspore.ops.LpNorm
|
||||
|
||||
采样算子
|
||||
^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.ComputeAccidentalHits
|
||||
mindspore.ops.GridSampler2D
|
||||
mindspore.ops.LogUniformCandidateSampler
|
||||
mindspore.ops.UniformCandidateSampler
|
||||
mindspore.ops.UpsampleNearest3D
|
||||
|
||||
图像处理
|
||||
^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.AdjustHue
|
||||
mindspore.ops.AdjustSaturation
|
||||
mindspore.ops.BoundingBoxDecode
|
||||
mindspore.ops.BoundingBoxEncode
|
||||
mindspore.ops.CheckValid
|
||||
mindspore.ops.CombinedNonMaxSuppression
|
||||
mindspore.ops.CropAndResize
|
||||
mindspore.ops.ExtractGlimpse
|
||||
mindspore.ops.ExtractVolumePatches
|
||||
mindspore.ops.HSVToRGB
|
||||
mindspore.ops.IOU
|
||||
mindspore.ops.L2Normalize
|
||||
mindspore.ops.NMSWithMask
|
||||
mindspore.ops.NonMaxSuppressionV3
|
||||
mindspore.ops.NonMaxSuppressionWithOverlaps
|
||||
mindspore.ops.PSROIPooling
|
||||
mindspore.ops.RGBToHSV
|
||||
mindspore.ops.ResizeArea
|
||||
mindspore.ops.ResizeBicubic
|
||||
mindspore.ops.ResizeBilinearV2
|
||||
mindspore.ops.ROIAlign
|
||||
mindspore.ops.SampleDistortedBoundingBoxV2
|
||||
mindspore.ops.ScaleAndTranslate
|
||||
|
||||
文本处理
|
||||
^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.NoRepeatNGram
|
||||
|
||||
数学运算算子
|
||||
------------
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.BesselJ0
|
||||
mindspore.ops.BesselJ1
|
||||
mindspore.ops.BesselK0
|
||||
mindspore.ops.BesselK0e
|
||||
mindspore.ops.BesselK1
|
||||
mindspore.ops.BesselK1e
|
||||
mindspore.ops.BesselY0
|
||||
mindspore.ops.BesselY1
|
||||
mindspore.ops.Betainc
|
||||
mindspore.ops.Bincount
|
||||
mindspore.ops.Bucketize
|
||||
mindspore.ops.Cauchy
|
||||
mindspore.ops.Cholesky
|
||||
mindspore.ops.CholeskyInverse
|
||||
mindspore.ops.CholeskySolve
|
||||
mindspore.ops.CompareAndBitpack
|
||||
mindspore.ops.Complex
|
||||
mindspore.ops.ComplexAbs
|
||||
mindspore.ops.Cross
|
||||
mindspore.ops.CumulativeLogsumexp
|
||||
mindspore.ops.Gcd
|
||||
|
||||
逐元素运算
|
||||
^^^^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Abs
|
||||
mindspore.ops.AccumulateNV2
|
||||
mindspore.ops.ACos
|
||||
mindspore.ops.Acosh
|
||||
mindspore.ops.Add
|
||||
mindspore.ops.Addcdiv
|
||||
mindspore.ops.Addcmul
|
||||
mindspore.ops.AddN
|
||||
mindspore.ops.Asin
|
||||
mindspore.ops.Asinh
|
||||
mindspore.ops.Atan
|
||||
mindspore.ops.Atan2
|
||||
mindspore.ops.Atanh
|
||||
mindspore.ops.BesselI0e
|
||||
mindspore.ops.BesselI1e
|
||||
mindspore.ops.BitwiseAnd
|
||||
mindspore.ops.BitwiseOr
|
||||
mindspore.ops.BitwiseXor
|
||||
mindspore.ops.Ceil
|
||||
mindspore.ops.Conj
|
||||
mindspore.ops.Cos
|
||||
mindspore.ops.Cosh
|
||||
mindspore.ops.Digamma
|
||||
mindspore.ops.Div
|
||||
mindspore.ops.DivNoNan
|
||||
mindspore.ops.Einsum
|
||||
mindspore.ops.Erf
|
||||
mindspore.ops.Erfc
|
||||
mindspore.ops.Erfinv
|
||||
mindspore.ops.Exp
|
||||
mindspore.ops.Expm1
|
||||
mindspore.ops.Floor
|
||||
mindspore.ops.FloorDiv
|
||||
mindspore.ops.FloorMod
|
||||
mindspore.ops.Geqrf
|
||||
mindspore.ops.Imag
|
||||
mindspore.ops.Inv
|
||||
mindspore.ops.Invert
|
||||
mindspore.ops.Lerp
|
||||
mindspore.ops.Log
|
||||
mindspore.ops.Log1p
|
||||
mindspore.ops.LogicalAnd
|
||||
mindspore.ops.LogicalNot
|
||||
mindspore.ops.LogicalOr
|
||||
mindspore.ops.Mod
|
||||
mindspore.ops.Mul
|
||||
mindspore.ops.MulNoNan
|
||||
mindspore.ops.Neg
|
||||
mindspore.ops.NextAfter
|
||||
mindspore.ops.Pow
|
||||
mindspore.ops.Real
|
||||
mindspore.ops.RealDiv
|
||||
mindspore.ops.Reciprocal
|
||||
mindspore.ops.Rint
|
||||
mindspore.ops.Round
|
||||
mindspore.ops.Rsqrt
|
||||
mindspore.ops.Sign
|
||||
mindspore.ops.Sin
|
||||
mindspore.ops.Sinh
|
||||
mindspore.ops.Sqrt
|
||||
mindspore.ops.Square
|
||||
mindspore.ops.SquaredDifference
|
||||
mindspore.ops.SquareSumAll
|
||||
mindspore.ops.Sub
|
||||
mindspore.ops.Tan
|
||||
mindspore.ops.Trunc
|
||||
mindspore.ops.TruncateDiv
|
||||
mindspore.ops.TruncateMod
|
||||
mindspore.ops.Xdivy
|
||||
mindspore.ops.Xlogy
|
||||
mindspore.ops.Zeta
|
||||
|
||||
|
||||
Reduction算子
|
||||
^^^^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Argmax
|
||||
mindspore.ops.ArgMaxWithValue
|
||||
mindspore.ops.Argmin
|
||||
mindspore.ops.ArgMinWithValue
|
||||
mindspore.ops.EuclideanNorm
|
||||
mindspore.ops.ReduceAll
|
||||
mindspore.ops.ReduceAny
|
||||
mindspore.ops.ReduceMax
|
||||
mindspore.ops.ReduceMean
|
||||
mindspore.ops.ReduceMin
|
||||
mindspore.ops.ReduceProd
|
||||
mindspore.ops.ReduceStd
|
||||
mindspore.ops.ReduceSum
|
||||
|
||||
比较算子
|
||||
^^^^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.ApproximateEqual
|
||||
mindspore.ops.Equal
|
||||
mindspore.ops.EqualCount
|
||||
mindspore.ops.Greater
|
||||
mindspore.ops.GreaterEqual
|
||||
mindspore.ops.InTopK
|
||||
mindspore.ops.IsFinite
|
||||
mindspore.ops.IsInf
|
||||
mindspore.ops.IsNan
|
||||
mindspore.ops.Less
|
||||
mindspore.ops.LessEqual
|
||||
mindspore.ops.Maximum
|
||||
mindspore.ops.Minimum
|
||||
mindspore.ops.NotEqual
|
||||
mindspore.ops.TopK
|
||||
|
||||
线性代数算子
|
||||
^^^^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.BatchMatMul
|
||||
mindspore.ops.BiasAdd
|
||||
mindspore.ops.Ger
|
||||
mindspore.ops.MatMul
|
||||
mindspore.ops.MatrixInverse
|
||||
mindspore.ops.Orgqr
|
||||
mindspore.ops.Svd
|
||||
mindspore.ops.TridiagonalMatMul
|
||||
mindspore.ops.Qr
|
||||
|
||||
Tensor操作算子
|
||||
----------------
|
||||
|
||||
Tensor创建
|
||||
^^^^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Eps
|
||||
mindspore.ops.Eye
|
||||
mindspore.ops.Fill
|
||||
mindspore.ops.LinSpace
|
||||
mindspore.ops.OneHot
|
||||
mindspore.ops.Ones
|
||||
mindspore.ops.OnesLike
|
||||
mindspore.ops.Zeros
|
||||
mindspore.ops.ZerosLike
|
||||
|
||||
随机生成算子
|
||||
^^^^^^^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Gamma
|
||||
mindspore.ops.LogNormalReverse
|
||||
mindspore.ops.Multinomial
|
||||
mindspore.ops.NonDeterministicInts
|
||||
mindspore.ops.ParameterizedTruncatedNormal
|
||||
mindspore.ops.RandomCategorical
|
||||
mindspore.ops.RandomChoiceWithMask
|
||||
mindspore.ops.RandomGamma
|
||||
mindspore.ops.RandomPoisson
|
||||
mindspore.ops.Randperm
|
||||
mindspore.ops.StandardLaplace
|
||||
mindspore.ops.StandardNormal
|
||||
mindspore.ops.TruncatedNormal
|
||||
mindspore.ops.UniformInt
|
||||
mindspore.ops.UniformReal
|
||||
|
||||
Array操作
|
||||
^^^^^^^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.AffineGrid
|
||||
mindspore.ops.BatchToSpace
|
||||
mindspore.ops.BatchToSpaceND
|
||||
mindspore.ops.BroadcastTo
|
||||
mindspore.ops.Cast
|
||||
mindspore.ops.CheckNumerics
|
||||
mindspore.ops.Coalesce
|
||||
mindspore.ops.Col2Im
|
||||
mindspore.ops.Concat
|
||||
mindspore.ops.ConjugateTranspose
|
||||
mindspore.ops.Cummax
|
||||
mindspore.ops.CumProd
|
||||
mindspore.ops.CumSum
|
||||
mindspore.ops.DataFormatDimMap
|
||||
mindspore.ops.DepthToSpace
|
||||
mindspore.ops.DiagPart
|
||||
mindspore.ops.DType
|
||||
mindspore.ops.Eig
|
||||
mindspore.ops.Expand
|
||||
mindspore.ops.ExpandDims
|
||||
mindspore.ops.FFTWithSize
|
||||
mindspore.ops.FloatStatus
|
||||
mindspore.ops.FillDiagonal
|
||||
mindspore.ops.Gather
|
||||
mindspore.ops.GatherD
|
||||
mindspore.ops.GatherNd
|
||||
mindspore.ops.HammingWindow
|
||||
mindspore.ops.Heaviside
|
||||
mindspore.ops.Histogram
|
||||
mindspore.ops.HistogramFixedWidth
|
||||
mindspore.ops.Hypot
|
||||
mindspore.ops.Identity
|
||||
mindspore.ops.IdentityN
|
||||
mindspore.ops.Im2Col
|
||||
mindspore.ops.IndexAdd
|
||||
mindspore.ops.IndexFill
|
||||
mindspore.ops.InplaceAdd
|
||||
mindspore.ops.InplaceSub
|
||||
mindspore.ops.InplaceUpdate
|
||||
mindspore.ops.InvertPermutation
|
||||
mindspore.ops.IsClose
|
||||
mindspore.ops.Lcm
|
||||
mindspore.ops.LeftShift
|
||||
mindspore.ops.ListDiff
|
||||
mindspore.ops.Lgamma
|
||||
mindspore.ops.LogMatrixDeterminant
|
||||
mindspore.ops.LogSpace
|
||||
mindspore.ops.LowerBound
|
||||
mindspore.ops.Lstsq
|
||||
mindspore.ops.LuSolve
|
||||
mindspore.ops.LuUnpack
|
||||
mindspore.ops.MaskedFill
|
||||
mindspore.ops.MaskedSelect
|
||||
mindspore.ops.MatrixBandPart
|
||||
mindspore.ops.MatrixDeterminant
|
||||
mindspore.ops.MatrixDiagPartV3
|
||||
mindspore.ops.MatrixDiagV3
|
||||
mindspore.ops.MatrixExp
|
||||
mindspore.ops.MatrixLogarithm
|
||||
mindspore.ops.MatrixPower
|
||||
mindspore.ops.MatrixSetDiagV3
|
||||
mindspore.ops.MatrixSolve
|
||||
mindspore.ops.MatrixTriangularSolve
|
||||
mindspore.ops.Meshgrid
|
||||
mindspore.ops.Mvlgamma
|
||||
mindspore.ops.Nonzero
|
||||
mindspore.ops.ParallelConcat
|
||||
mindspore.ops.PopulationCount
|
||||
mindspore.ops.RaggedRange
|
||||
mindspore.ops.Range
|
||||
mindspore.ops.Rank
|
||||
mindspore.ops.Renorm
|
||||
mindspore.ops.Reshape
|
||||
mindspore.ops.ResizeNearestNeighborV2
|
||||
mindspore.ops.ReverseSequence
|
||||
mindspore.ops.ReverseV2
|
||||
mindspore.ops.RightShift
|
||||
mindspore.ops.Roll
|
||||
mindspore.ops.ScatterAddWithAxis
|
||||
mindspore.ops.ScatterNd
|
||||
mindspore.ops.ScatterNdDiv
|
||||
mindspore.ops.ScatterNdMax
|
||||
mindspore.ops.ScatterNdMin
|
||||
mindspore.ops.ScatterNdMul
|
||||
mindspore.ops.SearchSorted
|
||||
mindspore.ops.SegmentMax
|
||||
mindspore.ops.SegmentMean
|
||||
mindspore.ops.SegmentMin
|
||||
mindspore.ops.SegmentProd
|
||||
mindspore.ops.SegmentSum
|
||||
mindspore.ops.Select
|
||||
mindspore.ops.Shape
|
||||
mindspore.ops.Size
|
||||
mindspore.ops.Slice
|
||||
mindspore.ops.Sort
|
||||
mindspore.ops.SpaceToBatchND
|
||||
mindspore.ops.SpaceToDepth
|
||||
mindspore.ops.SparseGatherV2
|
||||
mindspore.ops.Split
|
||||
mindspore.ops.SplitV
|
||||
mindspore.ops.Squeeze
|
||||
mindspore.ops.Stack
|
||||
mindspore.ops.STFT
|
||||
mindspore.ops.StridedSlice
|
||||
mindspore.ops.TensorScatterAdd
|
||||
mindspore.ops.TensorScatterDiv
|
||||
mindspore.ops.TensorScatterMax
|
||||
mindspore.ops.TensorScatterMin
|
||||
mindspore.ops.TensorScatterMul
|
||||
mindspore.ops.TensorScatterSub
|
||||
mindspore.ops.TensorScatterUpdate
|
||||
mindspore.ops.TensorShape
|
||||
mindspore.ops.Tile
|
||||
mindspore.ops.Trace
|
||||
mindspore.ops.Transpose
|
||||
mindspore.ops.Tril
|
||||
mindspore.ops.TrilIndices
|
||||
mindspore.ops.Triu
|
||||
mindspore.ops.TriuIndices
|
||||
mindspore.ops.Unique
|
||||
mindspore.ops.UniqueConsecutive
|
||||
mindspore.ops.UniqueWithPad
|
||||
mindspore.ops.UnravelIndex
|
||||
mindspore.ops.UnsortedSegmentMax
|
||||
mindspore.ops.UnsortedSegmentMin
|
||||
mindspore.ops.UnsortedSegmentProd
|
||||
mindspore.ops.UnsortedSegmentSum
|
||||
mindspore.ops.Unstack
|
||||
mindspore.ops.UpperBound
|
||||
|
||||
类型转换
|
||||
^^^^^^^^^^^^^^^^
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.ScalarCast
|
||||
mindspore.ops.ScalarToTensor
|
||||
mindspore.ops.TupleToArray
|
||||
|
||||
Parameter操作算子
|
||||
--------------------
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Assign
|
||||
mindspore.ops.AssignAdd
|
||||
mindspore.ops.AssignSub
|
||||
mindspore.ops.ScatterAdd
|
||||
mindspore.ops.ScatterDiv
|
||||
mindspore.ops.ScatterMax
|
||||
mindspore.ops.ScatterMin
|
||||
mindspore.ops.ScatterMul
|
||||
mindspore.ops.ScatterNdAdd
|
||||
mindspore.ops.ScatterNdSub
|
||||
mindspore.ops.ScatterNdUpdate
|
||||
mindspore.ops.ScatterNonAliasingAdd
|
||||
mindspore.ops.ScatterSub
|
||||
mindspore.ops.ScatterUpdate
|
||||
|
||||
数据操作算子
|
||||
----------------
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.GetNext
|
||||
|
||||
通信算子
|
||||
----------------
|
||||
|
||||
注意，以下列表中的接口需要先配置好通信环境变量。
|
||||
|
||||
针对Ascend设备，用户需要准备rank表，设置rank_id和device_id，详见 `Ascend指导文档 \
|
||||
<https://www.mindspore.cn/tutorials/experts/zh-CN/master/parallel/train_ascend.html#准备环节>`_ 。
|
||||
|
||||
针对GPU设备，用户需要准备host文件和mpi，详见 `GPU指导文档 \
|
||||
<https://www.mindspore.cn/tutorials/experts/zh-CN/master/parallel/train_gpu.html#准备环节>`_ 。
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.AllGather
|
||||
mindspore.ops.AllReduce
|
||||
mindspore.ops.AlltoAll
|
||||
mindspore.ops.Broadcast
|
||||
mindspore.ops.NeighborExchangeV2
|
||||
mindspore.ops.ReduceOp
|
||||
mindspore.ops.ReduceScatter
|
||||
|
||||
调试算子
|
||||
----------------
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Assert
|
||||
mindspore.ops.HistogramSummary
|
||||
mindspore.ops.ImageSummary
|
||||
mindspore.ops.ScalarSummary
|
||||
mindspore.ops.TensorSummary
|
||||
mindspore.ops.Print
|
||||
mindspore.ops.NPUAllocFloatStatus
|
||||
mindspore.ops.NPUClearFloatStatus
|
||||
mindspore.ops.NPUGetFloatStatus
|
||||
|
||||
稀疏算子
|
||||
----------------
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.SparseTensorDenseAdd
|
||||
mindspore.ops.SparseTensorDenseMatmul
|
||||
mindspore.ops.SparseToDense
|
||||
|
||||
框架算子
|
||||
----------------
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Depend
|
||||
mindspore.ops.GradOperation
|
||||
mindspore.ops.HookBackward
|
||||
mindspore.ops.HyperMap
|
||||
mindspore.ops.InsertGradientOf
|
||||
mindspore.ops.Map
|
||||
mindspore.ops.MultitypeFuncGraph
|
||||
mindspore.ops.Partial
|
||||
mindspore.ops.StopGradient
|
||||
|
||||
算子信息注册
|
||||
-------------
|
||||
|
||||
.. mscnautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.AiCPURegOp
|
||||
mindspore.ops.CustomRegOp
|
||||
mindspore.ops.DataType
|
||||
mindspore.ops.TBERegOp
|
||||
mindspore.ops.get_vm_impl_fn
|
||||
|
||||
自定义算子
|
||||
-------------
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Custom
|
||||
|
||||
光谱算子
|
||||
----------
|
||||
|
||||
.. mscnplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.BartlettWindow
|
||||
mindspore.ops.BlackmanWindow
|
||||
|
||||
File diff suppressed because it is too large
Load Diff
|
|
@ -1,635 +0,0 @@
|
|||
mindspore.ops.function
|
||||
=============================
|
||||
|
||||
Neural Network Layer Functions
|
||||
------------------------------
|
||||
|
||||
Neural Network
|
||||
^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.adaptive_avg_pool1d
|
||||
mindspore.ops.adaptive_avg_pool2d
|
||||
mindspore.ops.adaptive_avg_pool3d
|
||||
mindspore.ops.adaptive_max_pool1d
|
||||
mindspore.ops.adaptive_max_pool3d
|
||||
mindspore.ops.avg_pool1d
|
||||
mindspore.ops.avg_pool2d
|
||||
mindspore.ops.avg_pool3d
|
||||
mindspore.ops.batch_norm
|
||||
mindspore.ops.bias_add
|
||||
mindspore.ops.conv2d
|
||||
mindspore.ops.conv3d
|
||||
mindspore.ops.ctc_greedy_decoder
|
||||
mindspore.ops.crop_and_resize
|
||||
mindspore.ops.deformable_conv2d
|
||||
mindspore.ops.dropout
|
||||
mindspore.ops.dropout1d
|
||||
mindspore.ops.dropout2d
|
||||
mindspore.ops.dropout3d
|
||||
mindspore.ops.flatten
|
||||
mindspore.ops.fractional_max_pool2d
|
||||
mindspore.ops.fractional_max_pool3d
|
||||
mindspore.ops.interpolate
|
||||
mindspore.ops.lp_pool1d
|
||||
mindspore.ops.lp_pool2d
|
||||
mindspore.ops.lrn
|
||||
mindspore.ops.margin_ranking_loss
|
||||
mindspore.ops.max_pool3d
|
||||
mindspore.ops.max_unpool1d
|
||||
mindspore.ops.max_unpool2d
|
||||
mindspore.ops.max_unpool3d
|
||||
mindspore.ops.multi_margin_loss
|
||||
mindspore.ops.multi_label_margin_loss
|
||||
mindspore.ops.kl_div
|
||||
mindspore.ops.pad
|
||||
mindspore.ops.padding
|
||||
mindspore.ops.pdist
|
||||
mindspore.ops.prelu
|
||||
mindspore.ops.relu
|
||||
mindspore.ops.relu6
|
||||
|
||||
|
||||
Loss Functions
|
||||
^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.binary_cross_entropy
|
||||
mindspore.ops.binary_cross_entropy_with_logits
|
||||
mindspore.ops.cross_entropy
|
||||
mindspore.ops.gaussian_nll_loss
|
||||
mindspore.ops.hinge_embedding_loss
|
||||
mindspore.ops.mse_loss
|
||||
mindspore.ops.nll_loss
|
||||
mindspore.ops.smooth_l1_loss
|
||||
|
||||
Activation Functions
|
||||
^^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.celu
|
||||
mindspore.ops.elu
|
||||
mindspore.ops.fast_gelu
|
||||
mindspore.ops.gelu
|
||||
mindspore.ops.glu
|
||||
mindspore.ops.gumbel_softmax
|
||||
mindspore.ops.hardshrink
|
||||
mindspore.ops.hardswish
|
||||
mindspore.ops.log_softmax
|
||||
mindspore.ops.mish
|
||||
mindspore.ops.selu
|
||||
mindspore.ops.softsign
|
||||
mindspore.ops.soft_shrink
|
||||
mindspore.ops.softmax
|
||||
mindspore.ops.tanh
|
||||
|
||||
Sampling Functions
|
||||
^^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.grid_sample
|
||||
mindspore.ops.log_uniform_candidate_sampler
|
||||
mindspore.ops.uniform_candidate_sampler
|
||||
|
||||
Distance Functions
|
||||
^^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.cdist
|
||||
|
||||
Mathematical Functions
|
||||
^^^^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.bmm
|
||||
mindspore.ops.cholesky
|
||||
mindspore.ops.cholesky_inverse
|
||||
mindspore.ops.conj
|
||||
mindspore.ops.cross
|
||||
mindspore.ops.cumprod
|
||||
mindspore.ops.erfinv
|
||||
mindspore.ops.less_equal
|
||||
mindspore.ops.igamma
|
||||
mindspore.ops.igammac
|
||||
mindspore.ops.is_floating_point
|
||||
mindspore.ops.pinv
|
||||
|
||||
Element-by-Element Operations
|
||||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.abs
|
||||
mindspore.ops.absolute
|
||||
mindspore.ops.accumulate_n
|
||||
mindspore.ops.acos
|
||||
mindspore.ops.acosh
|
||||
mindspore.ops.add
|
||||
mindspore.ops.addcdiv
|
||||
mindspore.ops.addcmul
|
||||
mindspore.ops.addn
|
||||
mindspore.ops.addr
|
||||
mindspore.ops.angle
|
||||
mindspore.ops.arccos
|
||||
mindspore.ops.arccosh
|
||||
mindspore.ops.arcsin
|
||||
mindspore.ops.arctan
|
||||
mindspore.ops.arctan2
|
||||
mindspore.ops.asin
|
||||
mindspore.ops.asinh
|
||||
mindspore.ops.atan
|
||||
mindspore.ops.atan2
|
||||
mindspore.ops.atanh
|
||||
mindspore.ops.baddbmm
|
||||
mindspore.ops.bernoulli
|
||||
mindspore.ops.bessel_i0
|
||||
mindspore.ops.bessel_i0e
|
||||
mindspore.ops.bessel_i1
|
||||
mindspore.ops.bessel_i1e
|
||||
mindspore.ops.bessel_j0
|
||||
mindspore.ops.bessel_j1
|
||||
mindspore.ops.bessel_k0
|
||||
mindspore.ops.bessel_k0e
|
||||
mindspore.ops.bessel_k1
|
||||
mindspore.ops.bessel_k1e
|
||||
mindspore.ops.bessel_y0
|
||||
mindspore.ops.bessel_y1
|
||||
mindspore.ops.bitwise_and
|
||||
mindspore.ops.bitwise_or
|
||||
mindspore.ops.bitwise_xor
|
||||
mindspore.ops.ceil
|
||||
mindspore.ops.copysign
|
||||
mindspore.ops.cos
|
||||
mindspore.ops.cosh
|
||||
mindspore.ops.deg2rad
|
||||
mindspore.ops.div
|
||||
mindspore.ops.divide
|
||||
mindspore.ops.erf
|
||||
mindspore.ops.erfc
|
||||
mindspore.ops.exp
|
||||
mindspore.ops.expm1
|
||||
mindspore.ops.floor
|
||||
mindspore.ops.floor_div
|
||||
mindspore.ops.floor_mod
|
||||
mindspore.ops.heaviside
|
||||
mindspore.ops.hypot
|
||||
mindspore.ops.i0
|
||||
mindspore.ops.inv
|
||||
mindspore.ops.invert
|
||||
mindspore.ops.lcm
|
||||
mindspore.ops.ldexp
|
||||
mindspore.ops.lerp
|
||||
mindspore.ops.log
|
||||
mindspore.ops.log2
|
||||
mindspore.ops.log10
|
||||
mindspore.ops.log1p
|
||||
mindspore.ops.logaddexp
|
||||
mindspore.ops.logaddexp2
|
||||
mindspore.ops.logical_and
|
||||
mindspore.ops.logical_not
|
||||
mindspore.ops.logical_or
|
||||
mindspore.ops.logical_xor
|
||||
mindspore.ops.logit
|
||||
mindspore.ops.log_matrix_determinant
|
||||
mindspore.ops.matrix_determinant
|
||||
mindspore.ops.mul
|
||||
mindspore.ops.multiply
|
||||
mindspore.ops.mvlgamma
|
||||
mindspore.ops.neg
|
||||
mindspore.ops.negative
|
||||
mindspore.ops.positive
|
||||
mindspore.ops.pow
|
||||
mindspore.ops.rad2deg
|
||||
mindspore.ops.remainder
|
||||
mindspore.ops.roll
|
||||
mindspore.ops.round
|
||||
mindspore.ops.sin
|
||||
mindspore.ops.sinh
|
||||
mindspore.ops.sqrt
|
||||
mindspore.ops.square
|
||||
mindspore.ops.sub
|
||||
mindspore.ops.subtract
|
||||
mindspore.ops.svd
|
||||
mindspore.ops.tan
|
||||
mindspore.ops.true_divide
|
||||
mindspore.ops.trunc
|
||||
mindspore.ops.truncate_div
|
||||
mindspore.ops.truncate_mod
|
||||
mindspore.ops.xdivy
|
||||
mindspore.ops.xlogy
|
||||
|
||||
Reduction Functions
|
||||
^^^^^^^^^^^^^^^^^^^
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.amax
|
||||
mindspore.ops.amin
|
||||
mindspore.ops.argmax
|
||||
mindspore.ops.argmin
|
||||
mindspore.ops.cummax
|
||||
mindspore.ops.cummin
|
||||
mindspore.ops.cumsum
|
||||
mindspore.ops.logsumexp
|
||||
mindspore.ops.max
|
||||
mindspore.ops.mean
|
||||
mindspore.ops.median
|
||||
mindspore.ops.min
|
||||
mindspore.ops.norm
|
||||
mindspore.ops.prod
|
||||
mindspore.ops.std
|
||||
|
||||
Comparison Functions
|
||||
^^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.approximate_equal
|
||||
mindspore.ops.equal
|
||||
mindspore.ops.ge
|
||||
mindspore.ops.greater
|
||||
mindspore.ops.greater_equal
|
||||
mindspore.ops.gt
|
||||
mindspore.ops.intopk
|
||||
mindspore.ops.isclose
|
||||
mindspore.ops.isfinite
|
||||
mindspore.ops.isinf
|
||||
mindspore.ops.isnan
|
||||
mindspore.ops.le
|
||||
mindspore.ops.less
|
||||
mindspore.ops.maximum
|
||||
mindspore.ops.minimum
|
||||
mindspore.ops.ne
|
||||
|
||||
Linear Algebraic Functions
|
||||
^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.addbmm
|
||||
mindspore.ops.addmm
|
||||
mindspore.ops.adjoint
|
||||
mindspore.ops.batch_dot
|
||||
mindspore.ops.dot
|
||||
mindspore.ops.matmul
|
||||
mindspore.ops.matrix_solve
|
||||
mindspore.ops.mm
|
||||
mindspore.ops.ger
|
||||
mindspore.ops.renorm
|
||||
mindspore.ops.tensor_dot
|
||||
|
||||
Tensor Operation Functions
|
||||
--------------------------
|
||||
|
||||
Tensor Building
|
||||
^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.eye
|
||||
mindspore.ops.fill
|
||||
mindspore.ops.fills
|
||||
mindspore.ops.linspace
|
||||
mindspore.ops.narrow
|
||||
mindspore.ops.one_hot
|
||||
mindspore.ops.ones
|
||||
mindspore.ops.ones_like
|
||||
|
||||
Randomly Generating Functions
|
||||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.choice_with_mask
|
||||
mindspore.ops.gamma
|
||||
mindspore.ops.laplace
|
||||
mindspore.ops.multinomial
|
||||
mindspore.ops.random_poisson
|
||||
mindspore.ops.random_categorical
|
||||
mindspore.ops.random_gamma
|
||||
mindspore.ops.shuffle
|
||||
mindspore.ops.standard_laplace
|
||||
mindspore.ops.standard_normal
|
||||
mindspore.ops.uniform
|
||||
|
||||
Array Operation
|
||||
^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.adaptive_max_pool2d
|
||||
mindspore.ops.affine_grid
|
||||
mindspore.ops.arange
|
||||
mindspore.ops.batch_to_space_nd
|
||||
mindspore.ops.broadcast_to
|
||||
mindspore.ops.col2im
|
||||
mindspore.ops.concat
|
||||
mindspore.ops.count_nonzero
|
||||
mindspore.ops.diag
|
||||
mindspore.ops.diagonal
|
||||
mindspore.ops.dyn_shape
|
||||
mindspore.ops.expand
|
||||
mindspore.ops.expand_dims
|
||||
mindspore.ops.flip
|
||||
mindspore.ops.fliplr
|
||||
mindspore.ops.flipud
|
||||
mindspore.ops.fold
|
||||
mindspore.ops.gather
|
||||
mindspore.ops.gather_d
|
||||
mindspore.ops.gather_elements
|
||||
mindspore.ops.gather_nd
|
||||
mindspore.ops.index_add
|
||||
mindspore.ops.index_fill
|
||||
mindspore.ops.inplace_add
|
||||
mindspore.ops.inplace_sub
|
||||
mindspore.ops.inplace_update
|
||||
mindspore.ops.masked_fill
|
||||
mindspore.ops.masked_select
|
||||
mindspore.ops.matrix_band_part
|
||||
mindspore.ops.matrix_diag
|
||||
mindspore.ops.matrix_diag_part
|
||||
mindspore.ops.matrix_set_diag
|
||||
mindspore.ops.meshgrid
|
||||
mindspore.ops.msort
|
||||
mindspore.ops.nan_to_num
|
||||
mindspore.ops.normal
|
||||
mindspore.ops.nonzero
|
||||
mindspore.ops.numel
|
||||
mindspore.ops.orgqr
|
||||
mindspore.ops.permute
|
||||
mindspore.ops.population_count
|
||||
mindspore.ops.range
|
||||
mindspore.ops.rank
|
||||
mindspore.ops.repeat_elements
|
||||
mindspore.ops.repeat_interleave
|
||||
mindspore.ops.reshape
|
||||
mindspore.ops.reverse
|
||||
mindspore.ops.reverse_sequence
|
||||
mindspore.ops.scatter_nd
|
||||
mindspore.ops.select
|
||||
mindspore.ops.sequence_mask
|
||||
mindspore.ops.shape
|
||||
mindspore.ops.size
|
||||
mindspore.ops.slice
|
||||
mindspore.ops.space_to_batch_nd
|
||||
mindspore.ops.sparse_segment_mean
|
||||
mindspore.ops.split
|
||||
mindspore.ops.squeeze
|
||||
mindspore.ops.stack
|
||||
mindspore.ops.strided_slice
|
||||
mindspore.ops.tensor_scatter_add
|
||||
mindspore.ops.tensor_scatter_min
|
||||
mindspore.ops.tensor_scatter_max
|
||||
mindspore.ops.tensor_scatter_div
|
||||
mindspore.ops.tensor_scatter_mul
|
||||
mindspore.ops.tensor_scatter_sub
|
||||
mindspore.ops.tensor_scatter_elements
|
||||
mindspore.ops.tile
|
||||
mindspore.ops.top_k
|
||||
mindspore.ops.transpose
|
||||
mindspore.ops.unbind
|
||||
mindspore.ops.unfold
|
||||
mindspore.ops.unique
|
||||
mindspore.ops.unique_consecutive
|
||||
mindspore.ops.unique_with_pad
|
||||
mindspore.ops.unsorted_segment_max
|
||||
mindspore.ops.unsorted_segment_min
|
||||
mindspore.ops.unsorted_segment_prod
|
||||
mindspore.ops.unsorted_segment_sum
|
||||
mindspore.ops.unsqueeze
|
||||
mindspore.ops.unstack
|
||||
|
||||
Type Conversion
|
||||
^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.scalar_cast
|
||||
mindspore.ops.scalar_to_tensor
|
||||
mindspore.ops.tuple_to_array
|
||||
|
||||
Sparse Functions
|
||||
^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.dense_to_sparse_coo
|
||||
mindspore.ops.dense_to_sparse_csr
|
||||
mindspore.ops.csr_to_coo
|
||||
|
||||
COO Functions
|
||||
++++++++++++++++
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.coo_cos
|
||||
mindspore.ops.coo_tan
|
||||
mindspore.ops.coo_exp
|
||||
mindspore.ops.coo_inv
|
||||
mindspore.ops.coo_relu
|
||||
mindspore.ops.coo_expm1
|
||||
mindspore.ops.coo_isfinite
|
||||
mindspore.ops.coo_asin
|
||||
mindspore.ops.coo_sqrt
|
||||
mindspore.ops.coo_log
|
||||
mindspore.ops.coo_isnan
|
||||
mindspore.ops.coo_acos
|
||||
mindspore.ops.coo_floor
|
||||
mindspore.ops.coo_atan
|
||||
mindspore.ops.coo_square
|
||||
mindspore.ops.coo_relu6
|
||||
mindspore.ops.coo_sinh
|
||||
mindspore.ops.coo_ceil
|
||||
mindspore.ops.coo_cosh
|
||||
mindspore.ops.coo_softsign
|
||||
mindspore.ops.coo_log1p
|
||||
mindspore.ops.coo_round
|
||||
mindspore.ops.coo_tanh
|
||||
mindspore.ops.coo_asinh
|
||||
mindspore.ops.coo_neg
|
||||
mindspore.ops.coo_acosh
|
||||
mindspore.ops.coo_isinf
|
||||
mindspore.ops.coo_atanh
|
||||
mindspore.ops.coo_sigmoid
|
||||
mindspore.ops.coo_abs
|
||||
mindspore.ops.coo_sin
|
||||
mindspore.ops.sparse_add
|
||||
|
||||
CSR Functions
|
||||
++++++++++++++++
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.csr_cos
|
||||
mindspore.ops.csr_tan
|
||||
mindspore.ops.csr_exp
|
||||
mindspore.ops.csr_inv
|
||||
mindspore.ops.csr_relu
|
||||
mindspore.ops.csr_expm1
|
||||
mindspore.ops.csr_isfinite
|
||||
mindspore.ops.csr_asin
|
||||
mindspore.ops.csr_sqrt
|
||||
mindspore.ops.csr_log
|
||||
mindspore.ops.csr_isnan
|
||||
mindspore.ops.csr_acos
|
||||
mindspore.ops.csr_floor
|
||||
mindspore.ops.csr_atan
|
||||
mindspore.ops.csr_square
|
||||
mindspore.ops.csr_relu6
|
||||
mindspore.ops.csr_sinh
|
||||
mindspore.ops.csr_ceil
|
||||
mindspore.ops.csr_cosh
|
||||
mindspore.ops.csr_softsign
|
||||
mindspore.ops.csr_log1p
|
||||
mindspore.ops.csr_round
|
||||
mindspore.ops.csr_tanh
|
||||
mindspore.ops.csr_asinh
|
||||
mindspore.ops.csr_neg
|
||||
mindspore.ops.csr_acosh
|
||||
mindspore.ops.csr_isinf
|
||||
mindspore.ops.csr_atanh
|
||||
mindspore.ops.csr_sigmoid
|
||||
mindspore.ops.csr_abs
|
||||
mindspore.ops.csr_sin
|
||||
mindspore.ops.csr_add
|
||||
mindspore.ops.csr_mm
|
||||
mindspore.ops.csr_softmax
|
||||
|
||||
Gradient Clipping
|
||||
^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.clip_by_global_norm
|
||||
mindspore.ops.clip_by_value
|
||||
|
||||
Parameter Operation Functions
|
||||
-----------------------------
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.assign
|
||||
mindspore.ops.assign_add
|
||||
mindspore.ops.assign_sub
|
||||
mindspore.ops.scatter_add
|
||||
mindspore.ops.scatter_div
|
||||
mindspore.ops.scatter_min
|
||||
mindspore.ops.scatter_max
|
||||
mindspore.ops.scatter_mul
|
||||
mindspore.ops.scatter_nd_add
|
||||
mindspore.ops.scatter_nd_div
|
||||
mindspore.ops.scatter_nd_max
|
||||
mindspore.ops.scatter_nd_min
|
||||
mindspore.ops.scatter_nd_mul
|
||||
mindspore.ops.scatter_nd_sub
|
||||
mindspore.ops.scatter_update
|
||||
|
||||
Differential Functions
|
||||
----------------------
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.derivative
|
||||
mindspore.ops.jet
|
||||
mindspore.ops.stop_gradient
|
||||
|
||||
Debugging Functions
|
||||
-------------------
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.print_
|
||||
|
||||
Image Functions
|
||||
---------------
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.bounding_box_decode
|
||||
mindspore.ops.bounding_box_encode
|
||||
mindspore.ops.check_valid
|
||||
mindspore.ops.iou
|
||||
mindspore.ops.pixel_shuffle
|
||||
mindspore.ops.pixel_unshuffle
|
||||
|
||||
Spectral Functions
|
||||
------------------
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.bartlett_window
|
||||
mindspore.ops.blackman_window
|
||||
|
|
@ -0,0 +1,752 @@
|
|||
mindspore.ops.primitive
|
||||
========================
|
||||
|
||||
operators that can be used for constructor function of Cell
|
||||
|
||||
.. code-block::
|
||||
|
||||
import mindspore.ops as ops
|
||||
|
||||
Compared with the previous version, the added, deleted and supported platforms change information of `mindspore.ops` operators in MindSpore, please refer to the link `API Updates <https://gitee.com/mindspore/docs/blob/master/resource/api_updates/ops_api_updates.md>`_ .
|
||||
|
||||
Operator Primitives
|
||||
-------------------
|
||||
|
||||
.. autosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Primitive
|
||||
mindspore.ops.PrimitiveWithCheck
|
||||
mindspore.ops.PrimitiveWithInfer
|
||||
|
||||
Decorators
|
||||
----------
|
||||
|
||||
.. autosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.constexpr
|
||||
mindspore.ops.custom_info_register
|
||||
mindspore.ops.kernel
|
||||
mindspore.ops.op_info_register
|
||||
mindspore.ops.prim_attr_register
|
||||
|
||||
Neural Network Layer Operators
|
||||
------------------------------
|
||||
|
||||
Neural Network
|
||||
^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.AvgPool
|
||||
mindspore.ops.AvgPool3D
|
||||
mindspore.ops.BatchNorm
|
||||
mindspore.ops.Conv2D
|
||||
mindspore.ops.Conv2DTranspose
|
||||
mindspore.ops.Conv3D
|
||||
mindspore.ops.Conv3DTranspose
|
||||
mindspore.ops.CTCGreedyDecoder
|
||||
mindspore.ops.DataFormatVecPermute
|
||||
mindspore.ops.Dilation2D
|
||||
mindspore.ops.Dropout
|
||||
mindspore.ops.Dropout2D
|
||||
mindspore.ops.Dropout3D
|
||||
mindspore.ops.DynamicGRUV2
|
||||
mindspore.ops.DynamicRNN
|
||||
mindspore.ops.Flatten
|
||||
mindspore.ops.FractionalAvgPool
|
||||
mindspore.ops.FractionalMaxPool
|
||||
mindspore.ops.FractionalMaxPoolWithFixedKsize
|
||||
mindspore.ops.FractionalMaxPool3DWithFixedKsize
|
||||
mindspore.ops.GridSampler3D
|
||||
mindspore.ops.LayerNorm
|
||||
mindspore.ops.LRN
|
||||
mindspore.ops.LSTM
|
||||
mindspore.ops.MaxPool
|
||||
mindspore.ops.MaxPool3D
|
||||
mindspore.ops.MaxPool3DWithArgmax
|
||||
mindspore.ops.MaxPoolWithArgmax
|
||||
mindspore.ops.MaxUnpool2D
|
||||
mindspore.ops.MirrorPad
|
||||
mindspore.ops.NthElement
|
||||
mindspore.ops.NuclearNorm
|
||||
mindspore.ops.Pad
|
||||
mindspore.ops.EmbeddingLookup
|
||||
mindspore.ops.Padding
|
||||
mindspore.ops.PadV3
|
||||
mindspore.ops.ResizeNearestNeighbor
|
||||
mindspore.ops.ResizeBilinear
|
||||
mindspore.ops.UpsampleNearest3D
|
||||
mindspore.ops.UpsampleTrilinear3D
|
||||
|
||||
Loss Function
|
||||
^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.BCEWithLogitsLoss
|
||||
mindspore.ops.BinaryCrossEntropy
|
||||
mindspore.ops.CTCLoss
|
||||
mindspore.ops.CTCLossV2
|
||||
mindspore.ops.KLDivLoss
|
||||
mindspore.ops.L2Loss
|
||||
mindspore.ops.MultilabelMarginLoss
|
||||
mindspore.ops.MultiMarginLoss
|
||||
mindspore.ops.NLLLoss
|
||||
mindspore.ops.RNNTLoss
|
||||
mindspore.ops.SigmoidCrossEntropyWithLogits
|
||||
mindspore.ops.SmoothL1Loss
|
||||
mindspore.ops.SoftMarginLoss
|
||||
mindspore.ops.SoftmaxCrossEntropyWithLogits
|
||||
mindspore.ops.SparseSoftmaxCrossEntropyWithLogits
|
||||
mindspore.ops.TripletMarginLoss
|
||||
|
||||
Activation Function
|
||||
^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.CeLU
|
||||
mindspore.ops.Elu
|
||||
mindspore.ops.FastGeLU
|
||||
mindspore.ops.GeLU
|
||||
mindspore.ops.HShrink
|
||||
mindspore.ops.HSigmoid
|
||||
mindspore.ops.HSwish
|
||||
mindspore.ops.LogSoftmax
|
||||
mindspore.ops.Mish
|
||||
mindspore.ops.PReLU
|
||||
mindspore.ops.ReLU
|
||||
mindspore.ops.ReLU6
|
||||
mindspore.ops.SeLU
|
||||
mindspore.ops.Sigmoid
|
||||
mindspore.ops.Softmax
|
||||
mindspore.ops.Softplus
|
||||
mindspore.ops.SoftShrink
|
||||
mindspore.ops.Softsign
|
||||
mindspore.ops.Tanh
|
||||
|
||||
Optimizer
|
||||
^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Adam
|
||||
mindspore.ops.AdamWeightDecay
|
||||
mindspore.ops.AdaptiveAvgPool2D
|
||||
mindspore.ops.AdaptiveAvgPool3D
|
||||
mindspore.ops.AdaptiveMaxPool2D
|
||||
mindspore.ops.AdaptiveMaxPool3D
|
||||
mindspore.ops.ApplyAdadelta
|
||||
mindspore.ops.ApplyAdagrad
|
||||
mindspore.ops.ApplyAdagradDA
|
||||
mindspore.ops.ApplyAdagradV2
|
||||
mindspore.ops.ApplyAdaMax
|
||||
mindspore.ops.ApplyAddSign
|
||||
mindspore.ops.ApplyCenteredRMSProp
|
||||
mindspore.ops.ApplyFtrl
|
||||
mindspore.ops.ApplyGradientDescent
|
||||
mindspore.ops.ApplyMomentum
|
||||
mindspore.ops.ApplyPowerSign
|
||||
mindspore.ops.ApplyProximalAdagrad
|
||||
mindspore.ops.ApplyProximalGradientDescent
|
||||
mindspore.ops.ApplyRMSProp
|
||||
mindspore.ops.LARSUpdate
|
||||
mindspore.ops.SparseApplyAdagradV2
|
||||
mindspore.ops.SparseApplyProximalAdagrad
|
||||
mindspore.ops.SGD
|
||||
mindspore.ops.SparseApplyFtrl
|
||||
mindspore.ops.SparseApplyFtrlV2
|
||||
|
||||
Distance Function
|
||||
^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Cdist
|
||||
mindspore.ops.EditDistance
|
||||
mindspore.ops.LpNorm
|
||||
|
||||
Sampling Operator
|
||||
^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.ComputeAccidentalHits
|
||||
mindspore.ops.GridSampler2D
|
||||
mindspore.ops.LogUniformCandidateSampler
|
||||
mindspore.ops.UniformCandidateSampler
|
||||
|
||||
Image Processing
|
||||
^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.AdjustHue
|
||||
mindspore.ops.AdjustSaturation
|
||||
mindspore.ops.BoundingBoxDecode
|
||||
mindspore.ops.BoundingBoxEncode
|
||||
mindspore.ops.CheckValid
|
||||
mindspore.ops.CombinedNonMaxSuppression
|
||||
mindspore.ops.CropAndResize
|
||||
mindspore.ops.ExtractGlimpse
|
||||
mindspore.ops.ExtractVolumePatches
|
||||
mindspore.ops.HSVToRGB
|
||||
mindspore.ops.IOU
|
||||
mindspore.ops.L2Normalize
|
||||
mindspore.ops.NMSWithMask
|
||||
mindspore.ops.NonMaxSuppressionV3
|
||||
mindspore.ops.NonMaxSuppressionWithOverlaps
|
||||
mindspore.ops.PSROIPooling
|
||||
mindspore.ops.RGBToHSV
|
||||
mindspore.ops.ResizeArea
|
||||
mindspore.ops.ResizeBicubic
|
||||
mindspore.ops.ResizeBilinearV2
|
||||
mindspore.ops.ROIAlign
|
||||
mindspore.ops.SampleDistortedBoundingBoxV2
|
||||
mindspore.ops.ScaleAndTranslate
|
||||
|
||||
Text Processing
|
||||
^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.NoRepeatNGram
|
||||
|
||||
Mathematical Operators
|
||||
------------------------
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.BesselJ0
|
||||
mindspore.ops.BesselJ1
|
||||
mindspore.ops.BesselK0
|
||||
mindspore.ops.BesselK0e
|
||||
mindspore.ops.BesselK1
|
||||
mindspore.ops.BesselK1e
|
||||
mindspore.ops.BesselY0
|
||||
mindspore.ops.BesselY1
|
||||
mindspore.ops.Betainc
|
||||
mindspore.ops.Bincount
|
||||
mindspore.ops.Bucketize
|
||||
mindspore.ops.Cauchy
|
||||
mindspore.ops.Cholesky
|
||||
mindspore.ops.CholeskyInverse
|
||||
mindspore.ops.CholeskySolve
|
||||
mindspore.ops.CompareAndBitpack
|
||||
mindspore.ops.Complex
|
||||
mindspore.ops.ComplexAbs
|
||||
mindspore.ops.Cross
|
||||
mindspore.ops.CumulativeLogsumexp
|
||||
mindspore.ops.Gcd
|
||||
|
||||
Element-wise Operator
|
||||
^^^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Abs
|
||||
mindspore.ops.AccumulateNV2
|
||||
mindspore.ops.ACos
|
||||
mindspore.ops.Acosh
|
||||
mindspore.ops.Add
|
||||
mindspore.ops.Addcdiv
|
||||
mindspore.ops.Addcmul
|
||||
mindspore.ops.AddN
|
||||
mindspore.ops.Asin
|
||||
mindspore.ops.Asinh
|
||||
mindspore.ops.Atan
|
||||
mindspore.ops.Atan2
|
||||
mindspore.ops.Atanh
|
||||
mindspore.ops.BesselI0e
|
||||
mindspore.ops.BesselI1e
|
||||
mindspore.ops.BitwiseAnd
|
||||
mindspore.ops.BitwiseOr
|
||||
mindspore.ops.BitwiseXor
|
||||
mindspore.ops.Ceil
|
||||
mindspore.ops.Conj
|
||||
mindspore.ops.Cos
|
||||
mindspore.ops.Cosh
|
||||
mindspore.ops.Digamma
|
||||
mindspore.ops.Div
|
||||
mindspore.ops.DivNoNan
|
||||
mindspore.ops.Einsum
|
||||
mindspore.ops.Erf
|
||||
mindspore.ops.Erfc
|
||||
mindspore.ops.Erfinv
|
||||
mindspore.ops.Exp
|
||||
mindspore.ops.Expm1
|
||||
mindspore.ops.Floor
|
||||
mindspore.ops.FloorDiv
|
||||
mindspore.ops.FloorMod
|
||||
mindspore.ops.Geqrf
|
||||
mindspore.ops.Imag
|
||||
mindspore.ops.Inv
|
||||
mindspore.ops.Invert
|
||||
mindspore.ops.Lerp
|
||||
mindspore.ops.Log
|
||||
mindspore.ops.Log1p
|
||||
mindspore.ops.LogicalAnd
|
||||
mindspore.ops.LogicalNot
|
||||
mindspore.ops.LogicalOr
|
||||
mindspore.ops.Mod
|
||||
mindspore.ops.Mul
|
||||
mindspore.ops.MulNoNan
|
||||
mindspore.ops.Neg
|
||||
mindspore.ops.NextAfter
|
||||
mindspore.ops.Pow
|
||||
mindspore.ops.Real
|
||||
mindspore.ops.RealDiv
|
||||
mindspore.ops.Reciprocal
|
||||
mindspore.ops.Rint
|
||||
mindspore.ops.Round
|
||||
mindspore.ops.Rsqrt
|
||||
mindspore.ops.Sign
|
||||
mindspore.ops.Sin
|
||||
mindspore.ops.Sinh
|
||||
mindspore.ops.Sqrt
|
||||
mindspore.ops.Square
|
||||
mindspore.ops.SquaredDifference
|
||||
mindspore.ops.SquareSumAll
|
||||
mindspore.ops.Sub
|
||||
mindspore.ops.Tan
|
||||
mindspore.ops.Trunc
|
||||
mindspore.ops.TruncateDiv
|
||||
mindspore.ops.TruncateMod
|
||||
mindspore.ops.Xdivy
|
||||
mindspore.ops.Xlogy
|
||||
mindspore.ops.Zeta
|
||||
|
||||
|
||||
Reduction Operator
|
||||
^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Argmax
|
||||
mindspore.ops.ArgMaxWithValue
|
||||
mindspore.ops.Argmin
|
||||
mindspore.ops.ArgMinWithValue
|
||||
mindspore.ops.EuclideanNorm
|
||||
mindspore.ops.ReduceAll
|
||||
mindspore.ops.ReduceAny
|
||||
mindspore.ops.ReduceMax
|
||||
mindspore.ops.ReduceMean
|
||||
mindspore.ops.ReduceMin
|
||||
mindspore.ops.ReduceProd
|
||||
mindspore.ops.ReduceStd
|
||||
mindspore.ops.ReduceSum
|
||||
|
||||
Comparison Operator
|
||||
^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.ApproximateEqual
|
||||
mindspore.ops.Equal
|
||||
mindspore.ops.EqualCount
|
||||
mindspore.ops.Greater
|
||||
mindspore.ops.GreaterEqual
|
||||
mindspore.ops.InTopK
|
||||
mindspore.ops.IsFinite
|
||||
mindspore.ops.IsInf
|
||||
mindspore.ops.IsNan
|
||||
mindspore.ops.Less
|
||||
mindspore.ops.LessEqual
|
||||
mindspore.ops.Maximum
|
||||
mindspore.ops.Minimum
|
||||
mindspore.ops.NotEqual
|
||||
mindspore.ops.TopK
|
||||
|
||||
Linear Algebraic Operator
|
||||
^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.BatchMatMul
|
||||
mindspore.ops.BiasAdd
|
||||
mindspore.ops.Ger
|
||||
mindspore.ops.MatMul
|
||||
mindspore.ops.MatrixInverse
|
||||
mindspore.ops.Orgqr
|
||||
mindspore.ops.Svd
|
||||
mindspore.ops.TridiagonalMatMul
|
||||
mindspore.ops.Qr
|
||||
|
||||
Tensor Operation Operator
|
||||
--------------------------
|
||||
|
||||
Tensor Construction
|
||||
^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Eps
|
||||
mindspore.ops.Eye
|
||||
mindspore.ops.Fill
|
||||
mindspore.ops.LinSpace
|
||||
mindspore.ops.OneHot
|
||||
mindspore.ops.Ones
|
||||
mindspore.ops.OnesLike
|
||||
mindspore.ops.Zeros
|
||||
mindspore.ops.ZerosLike
|
||||
|
||||
Random Generation Operator
|
||||
^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Gamma
|
||||
mindspore.ops.LogNormalReverse
|
||||
mindspore.ops.Multinomial
|
||||
mindspore.ops.NonDeterministicInts
|
||||
mindspore.ops.ParameterizedTruncatedNormal
|
||||
mindspore.ops.RandomCategorical
|
||||
mindspore.ops.RandomChoiceWithMask
|
||||
mindspore.ops.RandomGamma
|
||||
mindspore.ops.RandomPoisson
|
||||
mindspore.ops.Randperm
|
||||
mindspore.ops.StandardLaplace
|
||||
mindspore.ops.StandardNormal
|
||||
mindspore.ops.TruncatedNormal
|
||||
mindspore.ops.UniformInt
|
||||
mindspore.ops.UniformReal
|
||||
|
||||
Array Operation
|
||||
^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.AffineGrid
|
||||
mindspore.ops.BatchToSpace
|
||||
mindspore.ops.BatchToSpaceND
|
||||
mindspore.ops.BroadcastTo
|
||||
mindspore.ops.Cast
|
||||
mindspore.ops.CheckNumerics
|
||||
mindspore.ops.Coalesce
|
||||
mindspore.ops.Col2Im
|
||||
mindspore.ops.Concat
|
||||
mindspore.ops.ConjugateTranspose
|
||||
mindspore.ops.Cummax
|
||||
mindspore.ops.CumProd
|
||||
mindspore.ops.CumSum
|
||||
mindspore.ops.DataFormatDimMap
|
||||
mindspore.ops.DepthToSpace
|
||||
mindspore.ops.DiagPart
|
||||
mindspore.ops.DType
|
||||
mindspore.ops.Eig
|
||||
mindspore.ops.Expand
|
||||
mindspore.ops.ExpandDims
|
||||
mindspore.ops.FFTWithSize
|
||||
mindspore.ops.FloatStatus
|
||||
mindspore.ops.FillDiagonal
|
||||
mindspore.ops.Gather
|
||||
mindspore.ops.GatherD
|
||||
mindspore.ops.GatherNd
|
||||
mindspore.ops.HammingWindow
|
||||
mindspore.ops.Heaviside
|
||||
mindspore.ops.Histogram
|
||||
mindspore.ops.HistogramFixedWidth
|
||||
mindspore.ops.Hypot
|
||||
mindspore.ops.Identity
|
||||
mindspore.ops.IdentityN
|
||||
mindspore.ops.Im2Col
|
||||
mindspore.ops.IndexAdd
|
||||
mindspore.ops.IndexFill
|
||||
mindspore.ops.InplaceAdd
|
||||
mindspore.ops.InplaceSub
|
||||
mindspore.ops.InplaceUpdate
|
||||
mindspore.ops.InvertPermutation
|
||||
mindspore.ops.IsClose
|
||||
mindspore.ops.Lcm
|
||||
mindspore.ops.LeftShift
|
||||
mindspore.ops.ListDiff
|
||||
mindspore.ops.Lgamma
|
||||
mindspore.ops.LogMatrixDeterminant
|
||||
mindspore.ops.LogSpace
|
||||
mindspore.ops.LowerBound
|
||||
mindspore.ops.Lstsq
|
||||
mindspore.ops.LuSolve
|
||||
mindspore.ops.LuUnpack
|
||||
mindspore.ops.MaskedFill
|
||||
mindspore.ops.MaskedSelect
|
||||
mindspore.ops.MatrixBandPart
|
||||
mindspore.ops.MatrixDeterminant
|
||||
mindspore.ops.MatrixDiagPartV3
|
||||
mindspore.ops.MatrixDiagV3
|
||||
mindspore.ops.MatrixExp
|
||||
mindspore.ops.MatrixLogarithm
|
||||
mindspore.ops.MatrixPower
|
||||
mindspore.ops.MatrixSetDiagV3
|
||||
mindspore.ops.MatrixSolve
|
||||
mindspore.ops.MatrixTriangularSolve
|
||||
mindspore.ops.Meshgrid
|
||||
mindspore.ops.Mvlgamma
|
||||
mindspore.ops.Nonzero
|
||||
mindspore.ops.ParallelConcat
|
||||
mindspore.ops.PopulationCount
|
||||
mindspore.ops.RaggedRange
|
||||
mindspore.ops.Range
|
||||
mindspore.ops.Rank
|
||||
mindspore.ops.Renorm
|
||||
mindspore.ops.Reshape
|
||||
mindspore.ops.ResizeNearestNeighborV2
|
||||
mindspore.ops.ReverseSequence
|
||||
mindspore.ops.ReverseV2
|
||||
mindspore.ops.RightShift
|
||||
mindspore.ops.Roll
|
||||
mindspore.ops.ScatterAddWithAxis
|
||||
mindspore.ops.ScatterNd
|
||||
mindspore.ops.ScatterNdDiv
|
||||
mindspore.ops.ScatterNdMax
|
||||
mindspore.ops.ScatterNdMin
|
||||
mindspore.ops.ScatterNdMul
|
||||
mindspore.ops.SearchSorted
|
||||
mindspore.ops.SegmentMax
|
||||
mindspore.ops.SegmentMean
|
||||
mindspore.ops.SegmentMin
|
||||
mindspore.ops.SegmentProd
|
||||
mindspore.ops.SegmentSum
|
||||
mindspore.ops.Select
|
||||
mindspore.ops.Shape
|
||||
mindspore.ops.Size
|
||||
mindspore.ops.Slice
|
||||
mindspore.ops.Sort
|
||||
mindspore.ops.SpaceToBatchND
|
||||
mindspore.ops.SpaceToDepth
|
||||
mindspore.ops.SparseGatherV2
|
||||
mindspore.ops.Split
|
||||
mindspore.ops.SplitV
|
||||
mindspore.ops.Squeeze
|
||||
mindspore.ops.Stack
|
||||
mindspore.ops.STFT
|
||||
mindspore.ops.StridedSlice
|
||||
mindspore.ops.TensorScatterAdd
|
||||
mindspore.ops.TensorScatterDiv
|
||||
mindspore.ops.TensorScatterMax
|
||||
mindspore.ops.TensorScatterMin
|
||||
mindspore.ops.TensorScatterMul
|
||||
mindspore.ops.TensorScatterSub
|
||||
mindspore.ops.TensorScatterUpdate
|
||||
mindspore.ops.TensorShape
|
||||
mindspore.ops.Tile
|
||||
mindspore.ops.Trace
|
||||
mindspore.ops.Transpose
|
||||
mindspore.ops.Tril
|
||||
mindspore.ops.TrilIndices
|
||||
mindspore.ops.Triu
|
||||
mindspore.ops.TriuIndices
|
||||
mindspore.ops.Unique
|
||||
mindspore.ops.UniqueConsecutive
|
||||
mindspore.ops.UniqueWithPad
|
||||
mindspore.ops.UnravelIndex
|
||||
mindspore.ops.UnsortedSegmentMax
|
||||
mindspore.ops.UnsortedSegmentMin
|
||||
mindspore.ops.UnsortedSegmentProd
|
||||
mindspore.ops.UnsortedSegmentSum
|
||||
mindspore.ops.Unstack
|
||||
mindspore.ops.UpperBound
|
||||
|
||||
Type Conversion
|
||||
^^^^^^^^^^^^^^^
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.ScalarCast
|
||||
mindspore.ops.ScalarToTensor
|
||||
mindspore.ops.TupleToArray
|
||||
|
||||
Parameter Operation Operator
|
||||
----------------------------
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Assign
|
||||
mindspore.ops.AssignAdd
|
||||
mindspore.ops.AssignSub
|
||||
mindspore.ops.ScatterAdd
|
||||
mindspore.ops.ScatterDiv
|
||||
mindspore.ops.ScatterMax
|
||||
mindspore.ops.ScatterMin
|
||||
mindspore.ops.ScatterMul
|
||||
mindspore.ops.ScatterNdAdd
|
||||
mindspore.ops.ScatterNdSub
|
||||
mindspore.ops.ScatterNdUpdate
|
||||
mindspore.ops.ScatterNonAliasingAdd
|
||||
mindspore.ops.ScatterSub
|
||||
mindspore.ops.ScatterUpdate
|
||||
|
||||
Data Operation Operator
|
||||
-----------------------
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.GetNext
|
||||
|
||||
Communication Operator
|
||||
----------------------
|
||||
|
||||
Note that the APIs in the following list need to preset communication environment variables. For
|
||||
the Ascend devices, users need to prepare the rank table, set rank_id and device_id. Please see the `Ascend tutorial \
|
||||
<https://www.mindspore.cn/tutorials/experts/en/master/parallel/train_ascend.html#configuring-distributed-environment-variables>`_ for more details.
|
||||
For the GPU device, users need to prepare the host file and mpi, please see the `GPU tutorial \
|
||||
<https://www.mindspore.cn/tutorials/experts/en/master/parallel/train_gpu.html#preparation>`_.
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.AllGather
|
||||
mindspore.ops.AllReduce
|
||||
mindspore.ops.AlltoAll
|
||||
mindspore.ops.Broadcast
|
||||
mindspore.ops.NeighborExchangeV2
|
||||
mindspore.ops.ReduceOp
|
||||
mindspore.ops.ReduceScatter
|
||||
|
||||
Debugging Operator
|
||||
------------------
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Assert
|
||||
mindspore.ops.HistogramSummary
|
||||
mindspore.ops.ImageSummary
|
||||
mindspore.ops.ScalarSummary
|
||||
mindspore.ops.TensorSummary
|
||||
mindspore.ops.Print
|
||||
mindspore.ops.NPUAllocFloatStatus
|
||||
mindspore.ops.NPUClearFloatStatus
|
||||
mindspore.ops.NPUGetFloatStatus
|
||||
|
||||
Sparse Operator
|
||||
---------------
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.SparseTensorDenseAdd
|
||||
mindspore.ops.SparseTensorDenseMatmul
|
||||
mindspore.ops.SparseToDense
|
||||
|
||||
Frame Operators
|
||||
---------------
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Depend
|
||||
mindspore.ops.GradOperation
|
||||
mindspore.ops.HookBackward
|
||||
mindspore.ops.HyperMap
|
||||
mindspore.ops.InsertGradientOf
|
||||
mindspore.ops.Map
|
||||
mindspore.ops.MultitypeFuncGraph
|
||||
mindspore.ops.Partial
|
||||
mindspore.ops.StopGradient
|
||||
|
||||
Operator Information Registration
|
||||
---------------------------------
|
||||
|
||||
.. autosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.AiCPURegOp
|
||||
mindspore.ops.CustomRegOp
|
||||
mindspore.ops.DataType
|
||||
mindspore.ops.TBERegOp
|
||||
mindspore.ops.get_vm_impl_fn
|
||||
|
||||
Customizing Operator
|
||||
--------------------
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.Custom
|
||||
|
||||
Spectral Operator
|
||||
-----------------
|
||||
|
||||
.. msplatformautosummary::
|
||||
:toctree: ops
|
||||
:nosignatures:
|
||||
:template: classtemplate.rst
|
||||
|
||||
mindspore.ops.BartlettWindow
|
||||
mindspore.ops.BlackmanWindow
|
||||
|
||||
File diff suppressed because it is too large
Load Diff
Loading…
Reference in New Issue