2022-09-29 10:58:55 +08:00
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mindspore.ops.function
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2022-04-25 12:55:14 +08:00
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=============================
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2022-07-22 16:58:38 +08:00
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Neural Network Layer Functions
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2022-04-25 12:55:14 +08:00
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------------------------------
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2022-05-19 16:29:07 +08:00
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Neural Network
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^^^^^^^^^^^^^^
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.. msplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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2022-08-25 15:48:39 +08:00
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mindspore.ops.adaptive_avg_pool1d
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2022-05-19 17:55:27 +08:00
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mindspore.ops.adaptive_avg_pool2d
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2022-08-29 09:40:07 +08:00
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mindspore.ops.adaptive_avg_pool3d
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2022-08-27 11:17:43 +08:00
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mindspore.ops.adaptive_max_pool1d
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2022-04-20 15:38:23 +08:00
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mindspore.ops.adaptive_max_pool3d
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2022-09-01 17:17:29 +08:00
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mindspore.ops.avg_pool1d
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2022-05-19 17:55:27 +08:00
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mindspore.ops.avg_pool2d
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2022-09-01 17:17:29 +08:00
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mindspore.ops.avg_pool3d
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2022-09-01 17:17:29 +08:00
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mindspore.ops.batch_norm
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mindspore.ops.bias_add
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2022-08-19 17:48:32 +08:00
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mindspore.ops.conv2d
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2022-10-09 10:59:28 +08:00
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mindspore.ops.conv3d
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2022-07-22 16:58:38 +08:00
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mindspore.ops.ctc_greedy_decoder
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2022-10-09 10:59:28 +08:00
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mindspore.ops.crop_and_resize
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2022-06-21 15:56:28 +08:00
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mindspore.ops.deformable_conv2d
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2022-09-26 15:17:14 +08:00
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mindspore.ops.dropout
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2022-10-25 16:18:46 +08:00
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mindspore.ops.dropout1d
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2022-07-22 16:58:38 +08:00
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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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2022-11-07 16:30:09 +08:00
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mindspore.ops.fractional_max_pool2d
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mindspore.ops.fractional_max_pool3d
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2022-06-26 17:24:43 +08:00
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mindspore.ops.interpolate
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2022-10-19 14:59:03 +08:00
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mindspore.ops.lp_pool1d
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mindspore.ops.lp_pool2d
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2022-07-22 16:58:38 +08:00
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mindspore.ops.lrn
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2022-11-07 10:42:50 +08:00
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mindspore.ops.margin_ranking_loss
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2022-06-28 20:24:07 +08:00
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mindspore.ops.max_pool3d
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2022-10-28 10:25:38 +08:00
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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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2022-09-26 15:17:14 +08:00
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mindspore.ops.multi_margin_loss
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mindspore.ops.multi_label_margin_loss
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2022-06-21 15:56:28 +08:00
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mindspore.ops.kl_div
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2022-06-06 20:37:22 +08:00
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mindspore.ops.pad
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2022-07-22 16:58:38 +08:00
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mindspore.ops.padding
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2022-05-19 16:29:07 +08:00
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mindspore.ops.pdist
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2022-08-27 10:55:12 +08:00
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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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2022-05-19 16:29:07 +08:00
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2022-07-22 16:58:38 +08:00
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Loss Functions
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^^^^^^^^^^^^^^
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.. msplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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2022-09-01 17:17:29 +08:00
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mindspore.ops.binary_cross_entropy
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2022-07-22 16:58:38 +08:00
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mindspore.ops.binary_cross_entropy_with_logits
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mindspore.ops.cross_entropy
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2022-11-08 09:36:30 +08:00
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mindspore.ops.gaussian_nll_loss
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2022-10-22 14:26:45 +08:00
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mindspore.ops.hinge_embedding_loss
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2022-10-24 14:14:50 +08:00
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mindspore.ops.mse_loss
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2022-07-22 16:58:38 +08:00
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mindspore.ops.nll_loss
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mindspore.ops.smooth_l1_loss
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2022-04-25 12:55:14 +08:00
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Activation Functions
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^^^^^^^^^^^^^^^^^^^^
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.. msplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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2022-06-21 16:33:20 +08:00
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mindspore.ops.celu
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2022-10-02 16:03:37 +08:00
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mindspore.ops.elu
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2022-04-27 16:58:30 +08:00
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mindspore.ops.fast_gelu
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2022-10-02 16:03:37 +08:00
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mindspore.ops.gelu
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2022-11-10 11:24:01 +08:00
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mindspore.ops.glu
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2022-07-22 16:58:38 +08:00
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mindspore.ops.gumbel_softmax
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2022-05-24 20:47:57 +08:00
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mindspore.ops.hardshrink
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2022-06-09 10:51:38 +08:00
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mindspore.ops.hardswish
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2022-06-20 20:48:37 +08:00
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mindspore.ops.log_softmax
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2022-07-22 16:58:38 +08:00
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mindspore.ops.mish
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mindspore.ops.selu
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2022-06-02 15:21:39 +08:00
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mindspore.ops.softsign
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2022-06-17 17:29:28 +08:00
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mindspore.ops.soft_shrink
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2022-06-13 21:58:02 +08:00
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mindspore.ops.softmax
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2022-04-25 12:55:14 +08:00
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mindspore.ops.tanh
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2022-07-22 16:58:38 +08:00
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Sampling Functions
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^^^^^^^^^^^^^^^^^^^^
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2022-05-30 10:27:57 +08:00
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.. msplatformautosummary::
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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operators doc: ApplyAdagradV2, GridSampler2D, GridSampler3D, PopulationCount, SparseApplyAdagrad,
SparseApplyAdagradV2, SparseApplyFtrl, Trunc, TruncateDiv, TruncateMod, UpsampleNearest3D, CTCGreedyDecoder
2022-07-19 01:38:59 +08:00
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mindspore.ops.grid_sample
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2022-10-25 09:39:10 +08:00
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mindspore.ops.log_uniform_candidate_sampler
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2022-07-22 16:58:38 +08:00
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mindspore.ops.uniform_candidate_sampler
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Distance Functions
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^^^^^^^^^^^^^^^^^^^^
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2022-05-30 10:27:57 +08:00
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2022-07-22 16:58:38 +08:00
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.. msplatformautosummary::
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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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Mathematical Functions
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2022-09-05 15:41:10 +08:00
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^^^^^^^^^^^^^^^^^^^^^^
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.. msplatformautosummary::
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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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2022-09-07 11:38:59 +08:00
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mindspore.ops.cholesky
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mindspore.ops.cholesky_inverse
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2022-09-16 10:31:12 +08:00
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mindspore.ops.conj
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mindspore.ops.cross
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2022-09-26 15:12:48 +08:00
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mindspore.ops.cumprod
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2022-09-16 10:31:12 +08:00
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mindspore.ops.erfinv
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mindspore.ops.less_equal
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2022-10-10 14:21:37 +08:00
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mindspore.ops.igamma
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mindspore.ops.igammac
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2022-11-01 16:14:49 +08:00
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mindspore.ops.is_floating_point
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2022-11-14 11:52:25 +08:00
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mindspore.ops.pinv
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2022-04-25 12:55:14 +08:00
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Element-by-Element Operations
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
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.. msplatformautosummary::
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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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2022-11-07 21:33:18 +08:00
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mindspore.ops.absolute
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2022-08-23 20:58:02 +08:00
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mindspore.ops.accumulate_n
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2022-04-25 12:55:14 +08:00
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mindspore.ops.acos
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mindspore.ops.acosh
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mindspore.ops.add
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2022-11-03 20:24:21 +08:00
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mindspore.ops.addcdiv
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mindspore.ops.addcmul
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2022-04-25 12:55:14 +08:00
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mindspore.ops.addn
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2022-11-12 05:15:26 +08:00
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mindspore.ops.addr
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2022-11-07 21:33:18 +08:00
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mindspore.ops.arccos
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2022-11-01 11:32:39 +08:00
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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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2022-04-25 12:55:14 +08:00
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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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2022-11-10 20:00:43 +08:00
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mindspore.ops.baddbmm
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2022-05-24 12:08:23 +08:00
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mindspore.ops.bernoulli
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2022-05-05 16:44:44 +08:00
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mindspore.ops.bessel_i0
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mindspore.ops.bessel_i0e
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2022-07-22 16:58:38 +08:00
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mindspore.ops.bessel_i1
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mindspore.ops.bessel_i1e
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2022-05-05 16:44:44 +08:00
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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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2022-05-19 15:10:50 +08:00
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mindspore.ops.bessel_k1
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mindspore.ops.bessel_k1e
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2022-07-22 16:58:38 +08:00
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mindspore.ops.bessel_y0
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mindspore.ops.bessel_y1
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2022-04-25 12:55:14 +08:00
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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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2022-06-21 16:33:20 +08:00
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mindspore.ops.ceil
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2022-04-25 12:55:14 +08:00
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mindspore.ops.cos
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mindspore.ops.cosh
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2022-11-09 15:46:45 +08:00
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mindspore.ops.deg2rad
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2022-04-25 12:55:14 +08:00
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mindspore.ops.div
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2022-11-17 10:33:14 +08:00
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mindspore.ops.divide
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2022-04-25 12:55:14 +08:00
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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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2022-11-16 16:28:42 +08:00
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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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2022-06-02 15:21:39 +08:00
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mindspore.ops.inv
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2022-04-25 12:55:14 +08:00
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mindspore.ops.invert
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2022-11-06 17:53:59 +08:00
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mindspore.ops.lcm
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mindspore.ops.ldexp
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2022-05-16 14:56:34 +08:00
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mindspore.ops.lerp
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2022-04-25 12:55:14 +08:00
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mindspore.ops.log
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2022-11-04 11:52:28 +08:00
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mindspore.ops.log2
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mindspore.ops.log10
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2022-07-18 09:58:51 +08:00
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mindspore.ops.log1p
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2022-04-25 12:55:14 +08:00
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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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2022-10-11 16:09:35 +08:00
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mindspore.ops.logical_xor
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2022-07-20 09:53:54 +08:00
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mindspore.ops.logit
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2022-07-05 15:41:50 +08:00
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mindspore.ops.log_matrix_determinant
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mindspore.ops.matrix_determinant
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2022-04-25 12:55:14 +08:00
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mindspore.ops.mul
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2022-11-04 11:52:28 +08:00
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mindspore.ops.multiply
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2022-11-11 15:39:59 +08:00
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mindspore.ops.mvlgamma
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2022-04-25 12:55:14 +08:00
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mindspore.ops.neg
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2022-11-09 10:21:40 +08:00
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mindspore.ops.negative
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2022-10-26 16:09:51 +08:00
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mindspore.ops.positive
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2022-04-25 12:55:14 +08:00
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mindspore.ops.pow
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2022-11-09 15:46:45 +08:00
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mindspore.ops.rad2deg
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2022-11-08 16:01:09 +08:00
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mindspore.ops.remainder
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2022-10-27 15:37:57 +08:00
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mindspore.ops.roll
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2022-05-10 16:26:31 +08:00
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mindspore.ops.round
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2022-04-25 12:55:14 +08:00
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mindspore.ops.sin
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mindspore.ops.sinh
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2022-09-02 16:00:36 +08:00
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mindspore.ops.sqrt
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2022-09-02 14:33:37 +08:00
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mindspore.ops.square
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2022-04-25 12:55:14 +08:00
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mindspore.ops.sub
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2022-11-09 11:10:01 +08:00
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mindspore.ops.subtract
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2022-05-12 11:33:48 +08:00
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mindspore.ops.svd
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2022-04-25 12:55:14 +08:00
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mindspore.ops.tan
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2022-11-09 11:10:01 +08:00
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mindspore.ops.true_divide
|
operators doc: ApplyAdagradV2, GridSampler2D, GridSampler3D, PopulationCount, SparseApplyAdagrad,
SparseApplyAdagradV2, SparseApplyFtrl, Trunc, TruncateDiv, TruncateMod, UpsampleNearest3D, CTCGreedyDecoder
2022-07-19 01:38:59 +08:00
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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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2022-08-26 15:51:24 +08:00
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mindspore.ops.xdivy
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2022-06-30 21:02:14 +08:00
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mindspore.ops.xlogy
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2022-04-25 12:55:14 +08:00
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2022-07-22 16:58:38 +08:00
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Reduction Functions
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2022-04-25 12:55:14 +08:00
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^^^^^^^^^^^^^^^^^^^
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2022-05-28 15:47:13 +08:00
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.. msplatformautosummary::
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2022-05-26 16:49:00 +08:00
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:toctree: ops
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:nosignatures:
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:template: classtemplate.rst
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|
|
|
|
2022-07-30 11:13:19 +08:00
|
|
|
mindspore.ops.amax
|
|
|
|
|
mindspore.ops.amin
|
2022-09-19 11:21:54 +08:00
|
|
|
mindspore.ops.argmax
|
2022-07-22 16:58:38 +08:00
|
|
|
mindspore.ops.argmin
|
2022-08-09 16:19:35 +08:00
|
|
|
mindspore.ops.cummax
|
|
|
|
|
mindspore.ops.cummin
|
2022-10-17 09:52:55 +08:00
|
|
|
mindspore.ops.cumsum
|
2022-06-02 15:56:30 +08:00
|
|
|
mindspore.ops.logsumexp
|
2022-07-22 10:31:45 +08:00
|
|
|
mindspore.ops.max
|
2022-07-30 11:13:19 +08:00
|
|
|
mindspore.ops.mean
|
2022-08-04 14:48:08 +08:00
|
|
|
mindspore.ops.median
|
2022-07-22 16:03:56 +08:00
|
|
|
mindspore.ops.min
|
2022-07-30 11:13:19 +08:00
|
|
|
mindspore.ops.norm
|
|
|
|
|
mindspore.ops.prod
|
2022-09-04 16:37:01 +08:00
|
|
|
mindspore.ops.std
|
2022-04-25 12:55:14 +08:00
|
|
|
|
2022-07-22 16:58:38 +08:00
|
|
|
Comparison Functions
|
2022-04-25 12:55:14 +08:00
|
|
|
^^^^^^^^^^^^^^^^^^^^
|
|
|
|
|
|
|
|
|
|
.. msplatformautosummary::
|
|
|
|
|
:toctree: ops
|
|
|
|
|
:nosignatures:
|
|
|
|
|
:template: classtemplate.rst
|
|
|
|
|
|
2022-07-20 21:14:43 +08:00
|
|
|
mindspore.ops.approximate_equal
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.equal
|
|
|
|
|
mindspore.ops.ge
|
2022-10-10 14:21:37 +08:00
|
|
|
mindspore.ops.greater
|
|
|
|
|
mindspore.ops.greater_equal
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.gt
|
2022-05-16 18:50:05 +08:00
|
|
|
mindspore.ops.intopk
|
2022-06-11 15:19:28 +08:00
|
|
|
mindspore.ops.isclose
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.isfinite
|
2022-10-11 16:09:35 +08:00
|
|
|
mindspore.ops.isinf
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.isnan
|
|
|
|
|
mindspore.ops.le
|
|
|
|
|
mindspore.ops.less
|
|
|
|
|
mindspore.ops.maximum
|
|
|
|
|
mindspore.ops.minimum
|
2022-06-27 12:02:44 +08:00
|
|
|
mindspore.ops.ne
|
2022-04-25 12:55:14 +08:00
|
|
|
|
2022-07-22 16:58:38 +08:00
|
|
|
Linear Algebraic Functions
|
2022-04-25 12:55:14 +08:00
|
|
|
^^^^^^^^^^^^^^^^^^^^^^^^^^
|
|
|
|
|
|
|
|
|
|
.. msplatformautosummary::
|
|
|
|
|
:toctree: ops
|
|
|
|
|
:nosignatures:
|
|
|
|
|
:template: classtemplate.rst
|
|
|
|
|
|
2022-11-10 15:02:56 +08:00
|
|
|
mindspore.ops.addbmm
|
|
|
|
|
mindspore.ops.addmm
|
|
|
|
|
mindspore.ops.adjoint
|
2022-07-22 16:58:38 +08:00
|
|
|
mindspore.ops.batch_dot
|
|
|
|
|
mindspore.ops.dot
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.matmul
|
2022-06-21 09:44:57 +08:00
|
|
|
mindspore.ops.matrix_solve
|
2022-04-27 16:58:30 +08:00
|
|
|
mindspore.ops.ger
|
2022-06-01 15:04:05 +08:00
|
|
|
mindspore.ops.renorm
|
2022-07-22 16:58:38 +08:00
|
|
|
mindspore.ops.tensor_dot
|
2022-04-25 12:55:14 +08:00
|
|
|
|
2022-07-22 16:58:38 +08:00
|
|
|
Tensor Operation Functions
|
2022-04-25 12:55:14 +08:00
|
|
|
--------------------------
|
|
|
|
|
|
|
|
|
|
Tensor Building
|
|
|
|
|
^^^^^^^^^^^^^^^
|
|
|
|
|
|
|
|
|
|
.. msplatformautosummary::
|
|
|
|
|
:toctree: ops
|
|
|
|
|
:nosignatures:
|
|
|
|
|
:template: classtemplate.rst
|
|
|
|
|
|
|
|
|
|
mindspore.ops.eye
|
|
|
|
|
mindspore.ops.fill
|
2022-05-13 11:00:59 +08:00
|
|
|
mindspore.ops.fills
|
2022-06-20 19:21:03 +08:00
|
|
|
mindspore.ops.linspace
|
2022-07-22 16:58:38 +08:00
|
|
|
mindspore.ops.narrow
|
|
|
|
|
mindspore.ops.one_hot
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.ones
|
|
|
|
|
mindspore.ops.ones_like
|
|
|
|
|
|
2022-07-22 16:58:38 +08:00
|
|
|
Randomly Generating Functions
|
2022-04-25 12:55:14 +08:00
|
|
|
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
|
|
|
|
|
|
|
|
|
.. msplatformautosummary::
|
|
|
|
|
:toctree: ops
|
|
|
|
|
:nosignatures:
|
|
|
|
|
:template: classtemplate.rst
|
|
|
|
|
|
2022-09-24 15:02:57 +08:00
|
|
|
mindspore.ops.choice_with_mask
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.gamma
|
2022-07-22 16:58:38 +08:00
|
|
|
mindspore.ops.laplace
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.multinomial
|
2022-08-12 11:28:29 +08:00
|
|
|
mindspore.ops.random_poisson
|
2022-06-28 12:25:01 +08:00
|
|
|
mindspore.ops.random_categorical
|
2022-07-22 16:58:38 +08:00
|
|
|
mindspore.ops.random_gamma
|
2022-09-27 10:42:38 +08:00
|
|
|
mindspore.ops.shuffle
|
2022-06-21 12:47:49 +08:00
|
|
|
mindspore.ops.standard_laplace
|
2022-06-27 21:50:28 +08:00
|
|
|
mindspore.ops.standard_normal
|
2022-07-22 16:58:38 +08:00
|
|
|
mindspore.ops.uniform
|
2022-04-25 12:55:14 +08:00
|
|
|
|
|
|
|
|
Array Operation
|
|
|
|
|
^^^^^^^^^^^^^^^
|
|
|
|
|
|
|
|
|
|
.. msplatformautosummary::
|
|
|
|
|
:toctree: ops
|
|
|
|
|
:nosignatures:
|
|
|
|
|
:template: classtemplate.rst
|
|
|
|
|
|
2022-05-28 12:01:53 +08:00
|
|
|
mindspore.ops.adaptive_max_pool2d
|
2022-07-15 10:51:36 +08:00
|
|
|
mindspore.ops.affine_grid
|
2022-11-18 15:13:10 +08:00
|
|
|
mindspore.ops.arange
|
2022-06-09 11:19:40 +08:00
|
|
|
mindspore.ops.batch_to_space_nd
|
2022-05-24 17:39:47 +08:00
|
|
|
mindspore.ops.broadcast_to
|
2022-06-09 20:10:00 +08:00
|
|
|
mindspore.ops.col2im
|
2022-06-17 10:49:17 +08:00
|
|
|
mindspore.ops.concat
|
2022-09-24 15:51:35 +08:00
|
|
|
mindspore.ops.count_nonzero
|
2022-05-18 17:51:55 +08:00
|
|
|
mindspore.ops.diag
|
2022-10-02 16:03:37 +08:00
|
|
|
mindspore.ops.diagonal
|
2022-06-27 12:02:44 +08:00
|
|
|
mindspore.ops.dyn_shape
|
2022-09-07 11:38:59 +08:00
|
|
|
mindspore.ops.expand
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.expand_dims
|
2022-11-01 16:14:49 +08:00
|
|
|
mindspore.ops.flip
|
|
|
|
|
mindspore.ops.fliplr
|
|
|
|
|
mindspore.ops.flipud
|
2022-09-26 19:10:31 +08:00
|
|
|
mindspore.ops.fold
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.gather
|
|
|
|
|
mindspore.ops.gather_d
|
2022-06-20 10:11:42 +08:00
|
|
|
mindspore.ops.gather_elements
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.gather_nd
|
2022-07-22 16:58:38 +08:00
|
|
|
mindspore.ops.index_add
|
2022-07-04 16:50:12 +08:00
|
|
|
mindspore.ops.index_fill
|
2022-07-22 16:58:38 +08:00
|
|
|
mindspore.ops.inplace_add
|
|
|
|
|
mindspore.ops.inplace_sub
|
|
|
|
|
mindspore.ops.inplace_update
|
2022-06-04 15:32:43 +08:00
|
|
|
mindspore.ops.masked_fill
|
2022-05-20 14:48:06 +08:00
|
|
|
mindspore.ops.masked_select
|
2022-06-02 15:21:39 +08:00
|
|
|
mindspore.ops.matrix_band_part
|
2022-05-26 09:17:20 +08:00
|
|
|
mindspore.ops.matrix_diag
|
2022-06-20 20:36:25 +08:00
|
|
|
mindspore.ops.matrix_diag_part
|
2022-07-16 09:43:41 +08:00
|
|
|
mindspore.ops.matrix_set_diag
|
2022-05-24 20:47:57 +08:00
|
|
|
mindspore.ops.meshgrid
|
2022-07-22 16:58:38 +08:00
|
|
|
mindspore.ops.normal
|
2022-05-09 15:32:15 +08:00
|
|
|
mindspore.ops.nonzero
|
2022-10-26 16:09:51 +08:00
|
|
|
mindspore.ops.numel
|
2022-11-11 15:39:59 +08:00
|
|
|
mindspore.ops.orgqr
|
2022-10-26 16:09:51 +08:00
|
|
|
mindspore.ops.permute
|
operators doc: ApplyAdagradV2, GridSampler2D, GridSampler3D, PopulationCount, SparseApplyAdagrad,
SparseApplyAdagradV2, SparseApplyFtrl, Trunc, TruncateDiv, TruncateMod, UpsampleNearest3D, CTCGreedyDecoder
2022-07-19 01:38:59 +08:00
|
|
|
mindspore.ops.population_count
|
2022-05-12 15:13:58 +08:00
|
|
|
mindspore.ops.range
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.rank
|
2022-07-22 16:58:38 +08:00
|
|
|
mindspore.ops.repeat_elements
|
2022-11-09 15:53:37 +08:00
|
|
|
mindspore.ops.repeat_interleave
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.reshape
|
2022-10-10 16:28:46 +08:00
|
|
|
mindspore.ops.reverse
|
2022-08-10 21:54:21 +08:00
|
|
|
mindspore.ops.reverse_sequence
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.scatter_nd
|
|
|
|
|
mindspore.ops.select
|
2022-07-22 16:58:38 +08:00
|
|
|
mindspore.ops.sequence_mask
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.shape
|
|
|
|
|
mindspore.ops.size
|
2022-06-27 12:02:44 +08:00
|
|
|
mindspore.ops.slice
|
2022-05-26 11:02:27 +08:00
|
|
|
mindspore.ops.space_to_batch_nd
|
2022-07-15 10:02:56 +08:00
|
|
|
mindspore.ops.sparse_segment_mean
|
2022-06-17 14:28:33 +08:00
|
|
|
mindspore.ops.split
|
2022-07-22 14:36:29 +08:00
|
|
|
mindspore.ops.squeeze
|
2022-07-18 09:58:51 +08:00
|
|
|
mindspore.ops.stack
|
2022-09-21 11:17:36 +08:00
|
|
|
mindspore.ops.strided_slice
|
2022-04-21 09:42:04 +08:00
|
|
|
mindspore.ops.tensor_scatter_add
|
2022-05-23 14:52:45 +08:00
|
|
|
mindspore.ops.tensor_scatter_min
|
2022-06-14 16:30:01 +08:00
|
|
|
mindspore.ops.tensor_scatter_max
|
2022-04-29 10:19:05 +08:00
|
|
|
mindspore.ops.tensor_scatter_div
|
2022-05-26 11:02:27 +08:00
|
|
|
mindspore.ops.tensor_scatter_mul
|
|
|
|
|
mindspore.ops.tensor_scatter_sub
|
2022-06-26 16:40:45 +08:00
|
|
|
mindspore.ops.tensor_scatter_elements
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.tile
|
2022-07-22 17:08:36 +08:00
|
|
|
mindspore.ops.top_k
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.transpose
|
2022-10-29 16:53:32 +08:00
|
|
|
mindspore.ops.unbind
|
2022-09-26 19:10:31 +08:00
|
|
|
mindspore.ops.unfold
|
2022-04-25 12:55:14 +08:00
|
|
|
mindspore.ops.unique
|
2022-05-17 11:37:00 +08:00
|
|
|
mindspore.ops.unique_consecutive
|
2022-06-29 16:45:02 +08:00
|
|
|
mindspore.ops.unique_with_pad
|
2022-07-22 16:58:38 +08:00
|
|
|
mindspore.ops.unsorted_segment_max
|
|
|
|
|
mindspore.ops.unsorted_segment_min
|
|
|
|
|
mindspore.ops.unsorted_segment_prod
|
2022-07-09 20:06:34 +08:00
|
|
|
mindspore.ops.unsorted_segment_sum
|
2022-10-31 20:33:55 +08:00
|
|
|
mindspore.ops.unsqueeze
|
2022-07-18 09:58:51 +08:00
|
|
|
mindspore.ops.unstack
|
2022-04-25 12:55:14 +08:00
|
|
|
|
|
|
|
|
Type Conversion
|
|
|
|
|
^^^^^^^^^^^^^^^
|
|
|
|
|
|
|
|
|
|
.. msplatformautosummary::
|
|
|
|
|
:toctree: ops
|
|
|
|
|
:nosignatures:
|
|
|
|
|
:template: classtemplate.rst
|
|
|
|
|
|
|
|
|
|
mindspore.ops.scalar_cast
|
|
|
|
|
mindspore.ops.scalar_to_tensor
|
|
|
|
|
mindspore.ops.tuple_to_array
|
|
|
|
|
|
2022-07-22 16:58:38 +08:00
|
|
|
Sparse Functions
|
2022-06-21 11:54:06 +08:00
|
|
|
^^^^^^^^^^^^^^^^
|
|
|
|
|
|
|
|
|
|
.. msplatformautosummary::
|
|
|
|
|
:toctree: ops
|
|
|
|
|
:nosignatures:
|
|
|
|
|
:template: classtemplate.rst
|
|
|
|
|
|
|
|
|
|
mindspore.ops.dense_to_sparse_coo
|
|
|
|
|
mindspore.ops.dense_to_sparse_csr
|
2022-11-10 11:24:01 +08:00
|
|
|
mindspore.ops.csr_to_coo
|
|
|
|
|
|
|
|
|
|
COO Functions
|
|
|
|
|
++++++++++++++++
|
|
|
|
|
|
|
|
|
|
.. mscnplatformautosummary::
|
|
|
|
|
: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
|
|
|
|
|
++++++++++++++++
|
|
|
|
|
|
|
|
|
|
.. mscnplatformautosummary::
|
|
|
|
|
:toctree: ops
|
|
|
|
|
:nosignatures:
|
|
|
|
|
:template: classtemplate.rst
|
|
|
|
|
|
|
|
|
|
mindspore.ops.csr_cos
|
|
|
|
|
mindspore.ops.csr_tan
|
|
|
|
|
mindspore.ops.csr_exp
|
|
|
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|
mindspore.ops.csr_inv
|
|
|
|
|
mindspore.ops.csr_relu
|
|
|
|
|
mindspore.ops.csr_expm1
|
|
|
|
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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
|
2022-08-29 16:43:03 +08:00
|
|
|
mindspore.ops.csr_add
|
2022-10-31 10:54:36 +08:00
|
|
|
mindspore.ops.csr_mm
|
2022-08-02 17:26:24 +08:00
|
|
|
mindspore.ops.csr_softmax
|
2022-06-21 11:54:06 +08:00
|
|
|
|
2022-07-22 16:58:38 +08:00
|
|
|
Gradient Clipping
|
|
|
|
|
^^^^^^^^^^^^^^^^^^
|
|
|
|
|
|
|
|
|
|
.. msplatformautosummary::
|
|
|
|
|
:toctree: ops
|
|
|
|
|
:nosignatures:
|
|
|
|
|
:template: classtemplate.rst
|
|
|
|
|
|
|
|
|
|
mindspore.ops.clip_by_global_norm
|
|
|
|
|
mindspore.ops.clip_by_value
|
|
|
|
|
|
|
|
|
|
Parameter Operation Functions
|
2022-07-26 11:11:41 +08:00
|
|
|
-----------------------------
|
2022-04-25 12:55:14 +08:00
|
|
|
|
|
|
|
|
.. msplatformautosummary::
|
|
|
|
|
:toctree: ops
|
|
|
|
|
:nosignatures:
|
|
|
|
|
:template: classtemplate.rst
|
|
|
|
|
|
|
|
|
|
mindspore.ops.assign
|
|
|
|
|
mindspore.ops.assign_add
|
|
|
|
|
mindspore.ops.assign_sub
|
2022-06-27 15:52:29 +08:00
|
|
|
mindspore.ops.scatter_add
|
2022-05-25 15:38:29 +08:00
|
|
|
mindspore.ops.scatter_div
|
2022-04-29 11:37:17 +08:00
|
|
|
mindspore.ops.scatter_min
|
2022-05-20 14:32:08 +08:00
|
|
|
mindspore.ops.scatter_max
|
2022-08-17 15:10:11 +08:00
|
|
|
mindspore.ops.scatter_mul
|
2022-05-20 14:50:52 +08:00
|
|
|
mindspore.ops.scatter_nd_add
|
2022-06-22 10:24:44 +08:00
|
|
|
mindspore.ops.scatter_nd_div
|
2022-06-01 17:46:08 +08:00
|
|
|
mindspore.ops.scatter_nd_max
|
2022-06-22 10:24:44 +08:00
|
|
|
mindspore.ops.scatter_nd_min
|
2022-06-01 17:46:08 +08:00
|
|
|
mindspore.ops.scatter_nd_mul
|
2022-05-20 14:50:52 +08:00
|
|
|
mindspore.ops.scatter_nd_sub
|
2022-05-31 11:46:39 +08:00
|
|
|
mindspore.ops.scatter_update
|
2022-04-25 12:55:14 +08:00
|
|
|
|
2022-07-22 16:58:38 +08:00
|
|
|
Differential Functions
|
2022-08-04 15:00:55 +08:00
|
|
|
----------------------
|
2022-07-22 16:58:38 +08:00
|
|
|
|
|
|
|
|
.. msplatformautosummary::
|
|
|
|
|
:toctree: ops
|
|
|
|
|
:nosignatures:
|
|
|
|
|
:template: classtemplate.rst
|
|
|
|
|
|
|
|
|
|
mindspore.ops.derivative
|
|
|
|
|
mindspore.ops.jet
|
2022-11-11 14:37:39 +08:00
|
|
|
mindspore.ops.stop_gradient
|
2022-07-22 16:58:38 +08:00
|
|
|
|
|
|
|
|
Debugging Functions
|
2022-04-25 12:55:14 +08:00
|
|
|
-------------------
|
|
|
|
|
|
2022-08-31 10:25:10 +08:00
|
|
|
.. msplatformautosummary::
|
2022-08-25 15:21:51 +08:00
|
|
|
:toctree: ops
|
|
|
|
|
:nosignatures:
|
|
|
|
|
:template: classtemplate.rst
|
2022-04-25 12:55:14 +08:00
|
|
|
|
2022-08-25 15:21:51 +08:00
|
|
|
mindspore.ops.print_
|
2022-07-06 17:52:50 +08:00
|
|
|
|
2022-09-07 11:38:59 +08:00
|
|
|
Image Functions
|
|
|
|
|
---------------
|
|
|
|
|
|
|
|
|
|
.. msplatformautosummary::
|
|
|
|
|
:toctree: ops
|
|
|
|
|
:nosignatures:
|
|
|
|
|
:template: classtemplate.rst
|
|
|
|
|
|
|
|
|
|
mindspore.ops.bounding_box_decode
|
|
|
|
|
mindspore.ops.bounding_box_encode
|
|
|
|
|
mindspore.ops.check_valid
|
2022-09-24 15:51:35 +08:00
|
|
|
mindspore.ops.iou
|
2022-10-22 15:19:19 +08:00
|
|
|
mindspore.ops.pixel_shuffle
|
|
|
|
|
mindspore.ops.pixel_unshuffle
|
2022-09-07 11:38:59 +08:00
|
|
|
|
|
|
|
|
Spectral Functions
|
|
|
|
|
------------------
|
|
|
|
|
|
|
|
|
|
.. msplatformautosummary::
|
|
|
|
|
:toctree: ops
|
|
|
|
|
:nosignatures:
|
|
|
|
|
:template: classtemplate.rst
|
|
|
|
|
|
2022-10-24 14:14:50 +08:00
|
|
|
mindspore.ops.bartlett_window
|
2022-09-07 11:38:59 +08:00
|
|
|
mindspore.ops.blackman_window
|
