mindspore.ops ================ 神经网络层函数 ---------------- 神经网络 ^^^^^^^^ .. mscnplatformautosummary:: :toctree: ops :nosignatures: :template: classtemplate.rst mindspore.ops.adaptive_avg_pool2d mindspore.ops.adaptive_avg_pool3d mindspore.ops.adaptive_max_pool2d mindspore.ops.adaptive_max_pool3d 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.deformable_conv2d mindspore.ops.dropout mindspore.ops.dropout1d mindspore.ops.dropout2d mindspore.ops.dropout3d mindspore.ops.flatten mindspore.ops.unfold mindspore.ops.fold 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.max_pool3d mindspore.ops.max_unpool1d mindspore.ops.max_unpool2d mindspore.ops.max_unpool3d 损失函数 ^^^^^^^^^^ .. mscnplatformautosummary:: :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.kl_div mindspore.ops.margin_ranking_loss mindspore.ops.multi_label_margin_loss mindspore.ops.nll_loss mindspore.ops.smooth_l1_loss 激活函数 ^^^^^^^^^^ .. mscnplatformautosummary:: :toctree: ops :nosignatures: :template: classtemplate.rst 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.prelu mindspore.ops.relu mindspore.ops.relu6 mindspore.ops.selu mindspore.ops.sigmoid mindspore.ops.softsign mindspore.ops.soft_shrink mindspore.ops.softmax mindspore.ops.tanh 采样函数 ^^^^^^^^^^ .. mscnplatformautosummary:: :toctree: ops :nosignatures: :template: classtemplate.rst mindspore.ops.choice_with_mask mindspore.ops.random_categorical mindspore.ops.log_uniform_candidate_sampler mindspore.ops.uniform_candidate_sampler 距离函数 ^^^^^^^^^^ .. mscnplatformautosummary:: :toctree: ops :nosignatures: :template: classtemplate.rst mindspore.ops.cdist mindspore.ops.pdist 逐元素运算 ^^^^^^^^^^^^^ .. mscnplatformautosummary:: :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.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.erfinv 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.igamma mindspore.ops.igammac mindspore.ops.inv mindspore.ops.invert mindspore.ops.lcm mindspore.ops.ldexp mindspore.ops.lerp mindspore.ops.log mindspore.ops.log10 mindspore.ops.log1p mindspore.ops.log2 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.mul mindspore.ops.multiply 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.tan mindspore.ops.true_divide mindspore.ops.trunc mindspore.ops.truncate_div mindspore.ops.truncate_mod mindspore.ops.xdivy mindspore.ops.xlogy Reduction函数 ^^^^^^^^^^^^^ .. mscnplatformautosummary:: :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 比较函数 ^^^^^^^^^^^^^ .. mscnplatformautosummary:: :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.is_floating_point mindspore.ops.le mindspore.ops.less mindspore.ops.less_equal mindspore.ops.maximum mindspore.ops.minimum mindspore.ops.ne mindspore.ops.top_k 线性代数函数 ^^^^^^^^^^^^^ .. mscnplatformautosummary:: :toctree: ops :nosignatures: :template: classtemplate.rst mindspore.ops.addbmm mindspore.ops.addmm mindspore.ops.adjoint mindspore.ops.baddbmm mindspore.ops.bmm mindspore.ops.batch_dot mindspore.ops.cholesky mindspore.ops.cholesky_inverse mindspore.ops.cross mindspore.ops.dot mindspore.ops.ger mindspore.ops.matmul mindspore.ops.matrix_band_part mindspore.ops.matrix_diag mindspore.ops.matrix_diag_part mindspore.ops.matrix_exp mindspore.ops.matrix_set_diag mindspore.ops.matrix_solve mindspore.ops.pinv mindspore.ops.renorm mindspore.ops.svd mindspore.ops.tensor_dot 谱函数 ---------------- .. mscnplatformautosummary:: :toctree: ops :nosignatures: :template: classtemplate.rst mindspore.ops.bartlett_window mindspore.ops.blackman_window Tensor操作函数 ---------------- Tensor创建 ^^^^^^^^^^^^^ .. mscnplatformautosummary:: :toctree: ops :nosignatures: :template: classtemplate.rst mindspore.ops.eye mindspore.ops.fill mindspore.ops.linspace mindspore.ops.one_hot mindspore.ops.ones mindspore.ops.ones_like mindspore.ops.arange mindspore.ops.range 随机生成函数 ^^^^^^^^^^^^^^^^ .. mscnplatformautosummary:: :toctree: ops :nosignatures: :template: classtemplate.rst mindspore.ops.bernoulli mindspore.ops.gamma mindspore.ops.laplace mindspore.ops.multinomial mindspore.ops.normal mindspore.ops.random_poisson mindspore.ops.random_gamma mindspore.ops.standard_laplace mindspore.ops.standard_normal mindspore.ops.uniform Array操作 ^^^^^^^^^^^^^^^^ .. mscnplatformautosummary:: :toctree: ops :nosignatures: :template: classtemplate.rst mindspore.ops.batch_to_space_nd mindspore.ops.broadcast_to mindspore.ops.col2im mindspore.ops.concat mindspore.ops.conj mindspore.ops.count_nonzero mindspore.ops.diag mindspore.ops.diagonal mindspore.ops.expand mindspore.ops.expand_dims mindspore.ops.flip mindspore.ops.fliplr mindspore.ops.flipud 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.meshgrid mindspore.ops.narrow mindspore.ops.nonzero mindspore.ops.numel mindspore.ops.permute mindspore.ops.population_count 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.shuffle 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_div mindspore.ops.tensor_scatter_max mindspore.ops.tensor_scatter_min mindspore.ops.tensor_scatter_mul mindspore.ops.tensor_scatter_sub mindspore.ops.tensor_scatter_elements mindspore.ops.tile mindspore.ops.transpose mindspore.ops.unbind 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 mindspore.ops.cumprod 类型转换 ^^^^^^^^^^^^^^^^ .. mscnplatformautosummary:: :toctree: ops :nosignatures: :template: classtemplate.rst mindspore.ops.scalar_cast mindspore.ops.scalar_to_tensor mindspore.ops.tuple_to_array 稀疏函数 ^^^^^^^^^^^^^^^^ .. mscnplatformautosummary:: :toctree: ops :nosignatures: :template: classtemplate.rst mindspore.ops.dense_to_sparse_coo mindspore.ops.dense_to_sparse_csr mindspore.ops.csr_to_coo COO函数 ++++++++++++++++ .. mscnplatformautosummary:: :toctree: ops :nosignatures: :template: classtemplate.rst mindspore.ops.coo_abs mindspore.ops.coo_acos mindspore.ops.coo_acosh mindspore.ops.coo_asin mindspore.ops.coo_asinh mindspore.ops.coo_atan mindspore.ops.coo_atanh mindspore.ops.coo_ceil mindspore.ops.coo_cos mindspore.ops.coo_cosh mindspore.ops.coo_exp mindspore.ops.coo_expm1 mindspore.ops.coo_floor mindspore.ops.coo_inv mindspore.ops.coo_isfinite mindspore.ops.coo_isinf mindspore.ops.coo_isnan mindspore.ops.coo_log mindspore.ops.coo_log1p mindspore.ops.coo_neg mindspore.ops.coo_relu mindspore.ops.coo_relu6 mindspore.ops.coo_round mindspore.ops.coo_sigmoid mindspore.ops.coo_sin mindspore.ops.coo_sinh mindspore.ops.coo_softsign mindspore.ops.coo_sqrt mindspore.ops.coo_square mindspore.ops.coo_tan mindspore.ops.coo_tanh mindspore.ops.sparse_add CSR函数 ++++++++++++++++ .. mscnplatformautosummary:: :toctree: ops :nosignatures: :template: classtemplate.rst mindspore.ops.csr_abs mindspore.ops.csr_acos mindspore.ops.csr_acosh mindspore.ops.csr_add mindspore.ops.csr_asin mindspore.ops.csr_asinh mindspore.ops.csr_atan mindspore.ops.csr_atanh mindspore.ops.csr_ceil mindspore.ops.csr_cos mindspore.ops.csr_cosh mindspore.ops.csr_exp mindspore.ops.csr_expm1 mindspore.ops.csr_floor mindspore.ops.csr_inv mindspore.ops.csr_isfinite mindspore.ops.csr_isinf mindspore.ops.csr_isnan mindspore.ops.csr_log mindspore.ops.csr_log1p mindspore.ops.csr_neg mindspore.ops.csr_relu mindspore.ops.csr_relu6 mindspore.ops.csr_round mindspore.ops.csr_sigmoid mindspore.ops.csr_sin mindspore.ops.csr_sinh mindspore.ops.csr_softmax mindspore.ops.csr_softsign mindspore.ops.csr_sqrt mindspore.ops.csr_square mindspore.ops.csr_tan mindspore.ops.csr_tanh 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.crop_and_resize mindspore.ops.grid_sample mindspore.ops.iou mindspore.ops.pad mindspore.ops.padding mindspore.ops.pixel_shuffle mindspore.ops.pixel_unshuffle