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• docs/stable
  • .buildinfo
  • __config__.html
  • _images
    • CELU.png
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    • GELU.png
    • Hardshrink.png
    • Hardtanh.png
    • LeakyReLU.png
    • LogSigmoid.png
    • PReLU.png
    • ReLU.png
    • ReLU6.png
    • ReLU61.png
    • SELU.png
    • Sigmoid.png
    • Softplus.png
    • Softshrink.png
    • Softsign.png
    • Tanh.png
    • Tanhshrink.png
    • add_histogram.png
    • add_hparam.png
    • add_image.png
    • add_images.png
    • add_scalar.png
    • add_scalars.png
    • cpu_threading_runtimes.svg
    • cpu_threading_torchscript_inference.svg
    • distributed_dependencies.png
    • distributed_dependencies_computed.png
    • hier_tags.png
    • local_dependencies.png
    • math-quantizer-equation.png
    • send_recv_functions.png
  • _modules
    • index.html
    • torch.html
    • torchvision.html
    • torchvision
      • datasets
        • celeba.html
        • cifar.html
        • cityscapes.html
        • coco.html
        • fakedata.html
        • flickr.html
        • folder.html
        • hmdb51.html
        • imagenet.html
        • kinetics.html
        • lsun.html
        • mnist.html
        • phototour.html
        • sbd.html
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        • svhn.html
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        • voc.html
      • io
        • video.html
      • models
        • alexnet.html
        • densenet.html
        • detection
          • faster_rcnn.html
          • keypoint_rcnn.html
          • mask_rcnn.html
        • googlenet.html
        • inception.html
        • mnasnet.html
        • mobilenet.html
        • resnet.html
        • segmentation
          • segmentation.html
        • shufflenetv2.html
        • squeezenet.html
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        • video
          • resnet.html
      • ops
        • boxes.html
        • deform_conv.html
        • feature_pyramid_network.html
        • poolers.html
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        • ps_roi_pool.html
        • roi_align.html
        • roi_pool.html
      • transforms
        • functional.html
        • transforms.html
      • utils.html
    • torch
      • __config__.html
      • _jit_internal.html
      • _lobpcg.html
      • _lowrank.html
      • _tensor_str.html
      • _utils.html
      • autograd.html
      • autograd
        • anomaly_mode.html
        • function.html
        • functional.html
        • grad_mode.html
        • gradcheck.html
        • profiler.html
      • cuda.html
      • cuda
        • amp
          • autocast_mode.html
          • grad_scaler.html
        • comm.html
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      • distributed
        • autograd.html
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        • optim
          • optimizer.html
        • rpc.html
        • rpc
          • api.html
          • backend_registry.html
          • functions.html
      • distributions
        • bernoulli.html
        • beta.html
        • binomial.html
        • categorical.html
        • cauchy.html
        • chi2.html
        • constraint_registry.html
        • constraints.html
        • continuous_bernoulli.html
        • dirichlet.html
        • distribution.html
        • exp_family.html
        • exponential.html
        • fishersnedecor.html
        • gamma.html
        • geometric.html
        • gumbel.html
        • half_cauchy.html
        • half_normal.html
        • independent.html
        • kl.html
        • laplace.html
        • log_normal.html
        • lowrank_multivariate_normal.html
        • mixture_same_family.html
        • multinomial.html
        • multivariate_normal.html
        • negative_binomial.html
        • normal.html
        • one_hot_categorical.html
        • pareto.html
        • poisson.html
        • relaxed_bernoulli.html
        • relaxed_categorical.html
        • studentT.html
        • transformed_distribution.html
        • transforms.html
        • uniform.html
        • von_mises.html
        • weibull.html
      • functional.html
      • futures.html
      • hub.html
      • jit.html
      • multiprocessing.html
      • multiprocessing
        • spawn.html
      • nn
        • functional.html
        • init.html
        • intrinsic
          • modules
            • fused.html
          • qat/modules
            • conv_fused.html
            • linear_relu.html
          • quantized/modules
            • conv_relu.html
            • linear_relu.html
        • modules
          • activation.html
          • adaptive.html
          • batchnorm.html
          • container.html
          • conv.html
          • distance.html
          • dropout.html
          • flatten.html
          • fold.html
          • instancenorm.html
          • linear.html
          • loss.html
          • module.html
          • normalization.html
          • padding.html
          • pixelshuffle.html
          • pooling.html
          • rnn.html
          • sparse.html
          • transformer.html
          • upsampling.html
        • parallel
          • data_parallel.html
          • distributed.html
        • parameter.html
        • qat/modules
          • conv.html
          • linear.html
        • quantized
          • dynamic/modules
            • linear.html
            • rnn.html
          • functional.html
          • modules.html
          • modules
            • activation.html
            • batchnorm.html
            • conv.html
            • functional_modules.html
            • linear.html
            • normalization.html
        • utils
          • clip_grad.html
          • convert_parameters.html
          • prune.html
          • rnn.html
          • spectral_norm.html
          • weight_norm.html
      • onnx.html
      • onnx
        • operators.html
      • optim
        • adadelta.html
        • adagrad.html
        • adam.html
        • adamax.html
        • adamw.html
        • asgd.html
        • lbfgs.html
        • lr_scheduler.html
        • optimizer.html
        • rmsprop.html
        • rprop.html
        • sgd.html
        • sparse_adam.html
      • quantization.html
      • quantization
        • fake_quantize.html
        • fuse_modules.html
        • observer.html
        • qconfig.html
        • quantize.html
        • stubs.html
      • quasirandom.html
      • random.html
      • serialization.html
      • sparse.html
      • storage.html
      • tensor.html
      • utils
        • checkpoint.html
        • cpp_extension.html
        • data
          • _utils
            • worker.html
          • dataloader.html
          • dataset.html
          • distributed.html
          • sampler.html
        • mobile_optimizer.html
        • tensorboard
          • writer.html
  • _sources
    • __config__.rst.txt
    • amp.rst.txt
    • autograd.rst.txt
    • bottleneck.rst.txt
    • checkpoint.rst.txt
    • community
      • contribution_guide.rst.txt
      • governance.rst.txt
      • persons_of_interest.rst.txt
    • complex_numbers.rst.txt
    • cpp_extension.rst.txt
    • cpp_index.rst.txt
    • cuda.rst.txt
    • cudnn_persistent_rnn.rst.txt
    • data.rst.txt
    • distributed.rst.txt
    • distributions.rst.txt
    • dlpack.rst.txt
    • futures.rst.txt
    • generated
      • torch.Generator.rst.txt
      • torch.abs.rst.txt
      • torch.absolute.rst.txt
      • torch.acos.rst.txt
      • torch.acosh.rst.txt
      • torch.add.rst.txt
      • torch.addbmm.rst.txt
      • torch.addcdiv.rst.txt
      • torch.addcmul.rst.txt
      • torch.addmm.rst.txt
      • torch.addmv.rst.txt
      • torch.addr.rst.txt
      • torch.allclose.rst.txt
      • torch.angle.rst.txt
      • torch.arange.rst.txt
      • torch.argmax.rst.txt
      • torch.argmin.rst.txt
      • torch.argsort.rst.txt
      • torch.as_strided.rst.txt
      • torch.as_tensor.rst.txt
      • torch.asin.rst.txt
      • torch.asinh.rst.txt
      • torch.atan.rst.txt
      • torch.atan2.rst.txt
      • torch.atanh.rst.txt
      • torch.baddbmm.rst.txt
      • torch.bartlett_window.rst.txt
      • torch.bernoulli.rst.txt
      • torch.bincount.rst.txt
      • torch.bitwise_and.rst.txt
      • torch.bitwise_not.rst.txt
      • torch.bitwise_or.rst.txt
      • torch.bitwise_xor.rst.txt
      • torch.blackman_window.rst.txt
      • torch.block_diag.rst.txt
      • torch.bmm.rst.txt
      • torch.broadcast_tensors.rst.txt
      • torch.bucketize.rst.txt
      • torch.can_cast.rst.txt
      • torch.cartesian_prod.rst.txt
      • torch.cat.rst.txt
      • torch.cdist.rst.txt
      • torch.ceil.rst.txt
      • torch.chain_matmul.rst.txt
      • torch.cholesky.rst.txt
      • torch.cholesky_inverse.rst.txt
      • torch.cholesky_solve.rst.txt
      • torch.chunk.rst.txt
      • torch.clamp.rst.txt
      • torch.combinations.rst.txt
      • torch.compiled_with_cxx11_abi.rst.txt
      • torch.conj.rst.txt
      • torch.cos.rst.txt
      • torch.cosh.rst.txt
      • torch.cross.rst.txt
      • torch.cummax.rst.txt
      • torch.cummin.rst.txt
      • torch.cumprod.rst.txt
      • torch.cumsum.rst.txt
      • torch.deg2rad.rst.txt
      • torch.dequantize.rst.txt
      • torch.det.rst.txt
      • torch.diag.rst.txt
      • torch.diag_embed.rst.txt
      • torch.diagflat.rst.txt
      • torch.diagonal.rst.txt
      • torch.digamma.rst.txt
      • torch.dist.rst.txt
      • torch.div.rst.txt
      • torch.dot.rst.txt
      • torch.eig.rst.txt
      • torch.einsum.rst.txt
      • torch.empty.rst.txt
      • torch.empty_like.rst.txt
      • torch.empty_strided.rst.txt
      • torch.enable_grad.rst.txt
      • torch.eq.rst.txt
      • torch.equal.rst.txt
      • torch.erf.rst.txt
      • torch.erfc.rst.txt
      • torch.erfinv.rst.txt
      • torch.exp.rst.txt
      • torch.expm1.rst.txt
      • torch.eye.rst.txt
      • torch.fft.rst.txt
      • torch.flatten.rst.txt
      • torch.flip.rst.txt
      • torch.fliplr.rst.txt
      • torch.flipud.rst.txt
      • torch.floor.rst.txt
      • torch.floor_divide.rst.txt
      • torch.fmod.rst.txt
      • torch.frac.rst.txt
      • torch.from_numpy.rst.txt
      • torch.full.rst.txt
      • torch.full_like.rst.txt
      • torch.gather.rst.txt
      • torch.ge.rst.txt
      • torch.geqrf.rst.txt
      • torch.ger.rst.txt
      • torch.get_default_dtype.rst.txt
      • torch.get_num_interop_threads.rst.txt
      • torch.get_num_threads.rst.txt
      • torch.get_rng_state.rst.txt
      • torch.gt.rst.txt
      • torch.hamming_window.rst.txt
      • torch.hann_window.rst.txt
      • torch.histc.rst.txt
      • torch.ifft.rst.txt
      • torch.imag.rst.txt
      • torch.index_select.rst.txt
      • torch.initial_seed.rst.txt
      • torch.inverse.rst.txt
      • torch.irfft.rst.txt
      • torch.is_complex.rst.txt
      • torch.is_floating_point.rst.txt
      • torch.is_nonzero.rst.txt
      • torch.is_storage.rst.txt
      • torch.is_tensor.rst.txt
      • torch.isclose.rst.txt
      • torch.isfinite.rst.txt
      • torch.isinf.rst.txt
      • torch.isnan.rst.txt
      • torch.istft.rst.txt
      • torch.jit.ScriptFunction.rst.txt
      • torch.jit.ScriptModule.rst.txt
      • torch.jit.fork.rst.txt
      • torch.jit.freeze.rst.txt
      • torch.jit.ignore.rst.txt
      • torch.jit.load.rst.txt
      • torch.jit.save.rst.txt
      • torch.jit.script.rst.txt
      • torch.jit.trace.rst.txt
      • torch.jit.trace_module.rst.txt
      • torch.jit.unused.rst.txt
      • torch.jit.wait.rst.txt
      • torch.kthvalue.rst.txt
      • torch.le.rst.txt
      • torch.lerp.rst.txt
      • torch.lgamma.rst.txt
      • torch.linspace.rst.txt
      • torch.load.rst.txt
      • torch.lobpcg.rst.txt
      • torch.log.rst.txt
      • torch.log10.rst.txt
      • torch.log1p.rst.txt
      • torch.log2.rst.txt
      • torch.logaddexp.rst.txt
      • torch.logaddexp2.rst.txt
      • torch.logcumsumexp.rst.txt
      • torch.logdet.rst.txt
      • torch.logical_and.rst.txt
      • torch.logical_not.rst.txt
      • torch.logical_or.rst.txt
      • torch.logical_xor.rst.txt
      • torch.logspace.rst.txt
      • torch.logsumexp.rst.txt
      • torch.lstsq.rst.txt
      • torch.lt.rst.txt
      • torch.lu.rst.txt
      • torch.lu_solve.rst.txt
      • torch.lu_unpack.rst.txt
      • torch.manual_seed.rst.txt
      • torch.masked_select.rst.txt
      • torch.matmul.rst.txt
      • torch.matrix_power.rst.txt
      • torch.matrix_rank.rst.txt
      • torch.max.rst.txt
      • torch.mean.rst.txt
      • torch.median.rst.txt
      • torch.meshgrid.rst.txt
      • torch.min.rst.txt
      • torch.mm.rst.txt
      • torch.mode.rst.txt
      • torch.mul.rst.txt
      • torch.multinomial.rst.txt
      • torch.mv.rst.txt
      • torch.mvlgamma.rst.txt
      • torch.narrow.rst.txt
      • torch.ne.rst.txt
      • torch.neg.rst.txt
      • torch.nn.AdaptiveAvgPool1d.rst.txt
      • torch.nn.AdaptiveAvgPool2d.rst.txt
      • torch.nn.AdaptiveAvgPool3d.rst.txt
      • torch.nn.AdaptiveLogSoftmaxWithLoss.rst.txt
      • torch.nn.AdaptiveMaxPool1d.rst.txt
      • torch.nn.AdaptiveMaxPool2d.rst.txt
      • torch.nn.AdaptiveMaxPool3d.rst.txt
      • torch.nn.AlphaDropout.rst.txt
      • torch.nn.AvgPool1d.rst.txt
      • torch.nn.AvgPool2d.rst.txt
      • torch.nn.AvgPool3d.rst.txt
      • torch.nn.BCELoss.rst.txt
      • torch.nn.BCEWithLogitsLoss.rst.txt
      • torch.nn.BatchNorm1d.rst.txt
      • torch.nn.BatchNorm2d.rst.txt
      • torch.nn.BatchNorm3d.rst.txt
      • torch.nn.Bilinear.rst.txt
      • torch.nn.CELU.rst.txt
      • torch.nn.CTCLoss.rst.txt
      • torch.nn.ConstantPad1d.rst.txt
      • torch.nn.ConstantPad2d.rst.txt
      • torch.nn.ConstantPad3d.rst.txt
      • torch.nn.Conv1d.rst.txt
      • torch.nn.Conv2d.rst.txt
      • torch.nn.Conv3d.rst.txt
      • torch.nn.ConvTranspose1d.rst.txt
      • torch.nn.ConvTranspose2d.rst.txt
      • torch.nn.ConvTranspose3d.rst.txt
      • torch.nn.CosineEmbeddingLoss.rst.txt
      • torch.nn.CosineSimilarity.rst.txt
      • torch.nn.CrossEntropyLoss.rst.txt
      • torch.nn.DataParallel.rst.txt
      • torch.nn.Dropout.rst.txt
      • torch.nn.Dropout2d.rst.txt
      • torch.nn.Dropout3d.rst.txt
      • torch.nn.ELU.rst.txt
      • torch.nn.Embedding.rst.txt
      • torch.nn.EmbeddingBag.rst.txt
      • torch.nn.Flatten.rst.txt
      • torch.nn.Fold.rst.txt
      • torch.nn.FractionalMaxPool2d.rst.txt
      • torch.nn.GELU.rst.txt
      • torch.nn.GRU.rst.txt
      • torch.nn.GRUCell.rst.txt
      • torch.nn.GroupNorm.rst.txt
      • torch.nn.Hardshrink.rst.txt
      • torch.nn.Hardsigmoid.rst.txt
      • torch.nn.Hardswish.rst.txt
      • torch.nn.Hardtanh.rst.txt
      • torch.nn.HingeEmbeddingLoss.rst.txt
      • torch.nn.Identity.rst.txt
      • torch.nn.InstanceNorm1d.rst.txt
      • torch.nn.InstanceNorm2d.rst.txt
      • torch.nn.InstanceNorm3d.rst.txt
      • torch.nn.KLDivLoss.rst.txt
      • torch.nn.L1Loss.rst.txt
      • torch.nn.LPPool1d.rst.txt
      • torch.nn.LPPool2d.rst.txt
      • torch.nn.LSTM.rst.txt
      • torch.nn.LSTMCell.rst.txt
      • torch.nn.LayerNorm.rst.txt
      • torch.nn.LeakyReLU.rst.txt
      • torch.nn.Linear.rst.txt
      • torch.nn.LocalResponseNorm.rst.txt
      • torch.nn.LogSigmoid.rst.txt
      • torch.nn.LogSoftmax.rst.txt
      • torch.nn.MSELoss.rst.txt
      • torch.nn.MarginRankingLoss.rst.txt
      • torch.nn.MaxPool1d.rst.txt
      • torch.nn.MaxPool2d.rst.txt
      • torch.nn.MaxPool3d.rst.txt
      • torch.nn.MaxUnpool1d.rst.txt
      • torch.nn.MaxUnpool2d.rst.txt
      • torch.nn.MaxUnpool3d.rst.txt
      • torch.nn.Module.rst.txt
      • torch.nn.ModuleDict.rst.txt
      • torch.nn.ModuleList.rst.txt
      • torch.nn.MultiLabelMarginLoss.rst.txt
      • torch.nn.MultiLabelSoftMarginLoss.rst.txt
      • torch.nn.MultiMarginLoss.rst.txt
      • torch.nn.MultiheadAttention.rst.txt
      • torch.nn.NLLLoss.rst.txt
      • torch.nn.PReLU.rst.txt
      • torch.nn.PairwiseDistance.rst.txt
      • torch.nn.ParameterDict.rst.txt
      • torch.nn.ParameterList.rst.txt
      • torch.nn.PixelShuffle.rst.txt
      • torch.nn.PoissonNLLLoss.rst.txt
      • torch.nn.RNN.rst.txt
      • torch.nn.RNNBase.rst.txt
      • torch.nn.RNNCell.rst.txt
      • torch.nn.RReLU.rst.txt
      • torch.nn.ReLU.rst.txt
      • torch.nn.ReLU6.rst.txt
      • torch.nn.ReflectionPad1d.rst.txt
      • torch.nn.ReflectionPad2d.rst.txt
      • torch.nn.ReplicationPad1d.rst.txt
      • torch.nn.ReplicationPad2d.rst.txt
      • torch.nn.ReplicationPad3d.rst.txt
      • torch.nn.SELU.rst.txt
      • torch.nn.Sequential.rst.txt
      • torch.nn.Sigmoid.rst.txt
      • torch.nn.SmoothL1Loss.rst.txt
      • torch.nn.SoftMarginLoss.rst.txt
      • torch.nn.Softmax.rst.txt
      • torch.nn.Softmax2d.rst.txt
      • torch.nn.Softmin.rst.txt
      • torch.nn.Softplus.rst.txt
      • torch.nn.Softshrink.rst.txt
      • torch.nn.Softsign.rst.txt
      • torch.nn.SyncBatchNorm.rst.txt
      • torch.nn.Tanh.rst.txt
      • torch.nn.Tanhshrink.rst.txt
      • torch.nn.Threshold.rst.txt
      • torch.nn.Transformer.rst.txt
      • torch.nn.TransformerDecoder.rst.txt
      • torch.nn.TransformerDecoderLayer.rst.txt
      • torch.nn.TransformerEncoder.rst.txt
      • torch.nn.TransformerEncoderLayer.rst.txt
      • torch.nn.TripletMarginLoss.rst.txt
      • torch.nn.Unfold.rst.txt
      • torch.nn.Upsample.rst.txt
      • torch.nn.UpsamplingBilinear2d.rst.txt
      • torch.nn.UpsamplingNearest2d.rst.txt
      • torch.nn.ZeroPad2d.rst.txt
      • torch.nn.parallel.DistributedDataParallel.rst.txt
      • torch.nn.parameter.Parameter.rst.txt
      • torch.nn.utils.clip_grad_norm_.rst.txt
      • torch.nn.utils.clip_grad_value_.rst.txt
      • torch.nn.utils.parameters_to_vector.rst.txt
      • torch.nn.utils.prune.BasePruningMethod.rst.txt
      • torch.nn.utils.prune.CustomFromMask.rst.txt
      • torch.nn.utils.prune.Identity.rst.txt
      • torch.nn.utils.prune.L1Unstructured.rst.txt
      • torch.nn.utils.prune.LnStructured.rst.txt
      • torch.nn.utils.prune.PruningContainer.rst.txt
      • torch.nn.utils.prune.RandomStructured.rst.txt
      • torch.nn.utils.prune.RandomUnstructured.rst.txt
      • torch.nn.utils.prune.custom_from_mask.rst.txt
      • torch.nn.utils.prune.global_unstructured.rst.txt
      • torch.nn.utils.prune.identity.rst.txt
      • torch.nn.utils.prune.is_pruned.rst.txt
      • torch.nn.utils.prune.l1_unstructured.rst.txt
      • torch.nn.utils.prune.ln_structured.rst.txt
      • torch.nn.utils.prune.random_structured.rst.txt
      • torch.nn.utils.prune.random_unstructured.rst.txt
      • torch.nn.utils.prune.remove.rst.txt
      • torch.nn.utils.remove_spectral_norm.rst.txt
      • torch.nn.utils.remove_weight_norm.rst.txt
      • torch.nn.utils.rnn.PackedSequence.rst.txt
      • torch.nn.utils.rnn.pack_padded_sequence.rst.txt
      • torch.nn.utils.rnn.pack_sequence.rst.txt
      • torch.nn.utils.rnn.pad_packed_sequence.rst.txt
      • torch.nn.utils.rnn.pad_sequence.rst.txt
      • torch.nn.utils.spectral_norm.rst.txt
      • torch.nn.utils.vector_to_parameters.rst.txt
      • torch.nn.utils.weight_norm.rst.txt
      • torch.no_grad.rst.txt
      • torch.nonzero.rst.txt
      • torch.norm.rst.txt
      • torch.normal.rst.txt
      • torch.numel.rst.txt
      • torch.ones.rst.txt
      • torch.ones_like.rst.txt
      • torch.orgqr.rst.txt
      • torch.ormqr.rst.txt
      • torch.pca_lowrank.rst.txt
      • torch.pinverse.rst.txt
      • torch.poisson.rst.txt
      • torch.polygamma.rst.txt
      • torch.pow.rst.txt
      • torch.prod.rst.txt
      • torch.promote_types.rst.txt
      • torch.qr.rst.txt
      • torch.quantize_per_channel.rst.txt
      • torch.quantize_per_tensor.rst.txt
      • torch.quasirandom.SobolEngine.rst.txt
      • torch.rad2deg.rst.txt
      • torch.rand.rst.txt
      • torch.rand_like.rst.txt
      • torch.randint.rst.txt
      • torch.randint_like.rst.txt
      • torch.randn.rst.txt
      • torch.randn_like.rst.txt
      • torch.randperm.rst.txt
      • torch.range.rst.txt
      • torch.real.rst.txt
      • torch.reciprocal.rst.txt
      • torch.remainder.rst.txt
      • torch.renorm.rst.txt
      • torch.repeat_interleave.rst.txt
      • torch.reshape.rst.txt
      • torch.result_type.rst.txt
      • torch.rfft.rst.txt
      • torch.roll.rst.txt
      • torch.rot90.rst.txt
      • torch.round.rst.txt
      • torch.rsqrt.rst.txt
      • torch.save.rst.txt
      • torch.searchsorted.rst.txt
      • torch.seed.rst.txt
      • torch.set_default_dtype.rst.txt
      • torch.set_default_tensor_type.rst.txt
      • torch.set_flush_denormal.rst.txt
      • torch.set_grad_enabled.rst.txt
      • torch.set_num_interop_threads.rst.txt
      • torch.set_num_threads.rst.txt
      • torch.set_printoptions.rst.txt
      • torch.set_rng_state.rst.txt
      • torch.sigmoid.rst.txt
      • torch.sign.rst.txt
      • torch.sin.rst.txt
      • torch.sinh.rst.txt
      • torch.slogdet.rst.txt
      • torch.solve.rst.txt
      • torch.sort.rst.txt
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