__imul__ __matmul__ __radd__ __rand__ __rdiv__ __rmatmul__ __rmod__ __rmul__ __ror__ __rpow__ __rrshift__ __rsub__ __rxor__ add atan2 bitwise_and bitwise_left_shift bitwise_or bitwise_right_shift bitwise_xor complex copysign div eq float_power floor_divide fmax fmin fmod gcd ge gt heaviside hypot igamma igammac isclose lcm ldexp le logical_and logical_or logical_xor lt maximum minimum mul ne nextafter polar pow remainder rsub special.xlog1py special.zeta sub true_divide xlogy abs acos acosh angle asin asinh atan atanh bitwise_not ceil conj conj_physical cos cosh deg2rad digamma erf erfc erfinv exp exp2 expm1 floor frac frexp i0 imag isfinite isinf isnan isneginf isposinf isreal lgamma log log10 log1p log2 logical_not logit multigammaln nan_to_num neg nn.functional.celu nn.functional.elu nn.functional.hardsigmoid nn.functional.logsigmoid nn.functional.mish nn.functional.rrelu nn.functional.selu nn.functional.silu nn.functional.softsign nn.functional.tanhshrink polygamma positive rad2deg real reciprocal round rsqrt sgn sigmoid sign signbit sin sinc sinh special.entr special.erfcx special.i0e special.i1 special.i1e special.log_ndtr special.ndtr special.ndtri special.polygamma sqrt square tan tanh trunc fft_fftfreq fft_rfftfreq fft.fft fft.fft2 fft.fftn fft.fftshift fft.hfft fft.hfft2 fft.hfftn fft.ifft fft.ifft2 fft.ifftn fft.ifftshift fft.ihfft fft.ihfft2 fft.ihfftn fft.irfft fft.irfft2 fft.irfftn fft.rfft fft.rfft2 fft.rfftn istft stft as_strided atleast_1d atleast_2d atleast_3d broadcast_shapes broadcast_tensors broadcast_to cat chunk column_stack contiguous dsplit dstack expand expand_as flatten flip fliplr flipud H hsplit hstack mH / adjoint movedim mT narrow narrow_copy permute ravel repeat repeat_interleave reshape reshape_as resize_ resize_as_ roll rot90 split split_with_sizes squeeze stack swapaxes T t tensor_split tile transpose unbind unflatten unfold unsqueeze view view_as vsplit vstack addbmm addmm addmv addr baddbmm block_diag bmm cartesian_prod chain_matmul cholesky cholesky_inverse cholesky_solve cross diag diag_embed diagflat diagonal dot eig einsum frobenius_norm geqrf ger inner inverse kron linalg.cholesky linalg.cholesky_ex linalg.cond linalg.cross linalg.det linalg.eig linalg.eigh linalg.eigvals linalg.eigvalsh linalg.householder_product linalg.inv linalg.inv_ex linalg.lstsq linalg.lu_factor linalg.lu_factor_ex linalg.matrix_norm linalg.matrix_power linalg.matrix_rank linalg.multi_dot linalg.norm linalg.pinv linalg.qr linalg.slogdet linalg.solve linalg.solve_triangular linalg.svd linalg.svdvals linalg.tensorinv linalg.tensorsolve linalg.vector_norm lobpcg logaddexp logaddexp2 logdet lu lu_solve lu_unpack matmul matrix_exp mm mv norm nuclear_norm orgqr ormqr outer pca_lowrank pinverse qr renorm solve svd svd_lowrank symeig tensordot trace triangular_solve tril tril_indices triu triu_indices vdot all amax amin nanquantile quantile sum nansum aminmax any argmax std var var_mean std_mean argmin cummax cummin cumprod cumsum logcumsumexp logsumexp max mean median min mode nanmean nanmedian nanquantile nansum quantile std std_mean sum var var_mean cumulative_trapezoid diff gradient grid_sampler grid_sampler_2d grid_sampler_3d lerp trapezoid trapz arange as_tensor asarray bartlett_window blackman_window empty empty_like empty_strided eye from_numpy full full_like hamming_window hann_window kaiser_window linspace logspace meshgrid new new_empty new_empty new_empty_strided new_full new_full new_ones new_ones new_tensor new_zeros new_zeros normal ones ones_like rand rand_like randint randint_like randn randn_like random_ randperm range tensor vander zeros zeros_like adaptive_max_pool1d_with_indices adaptive_max_pool2d_with_indices adaptive_max_pool3d_with_indices affine_grid alpha_dropout batch_norm_gather_stats_with_counts batch_norm_stats binary_cross_entropy binary_cross_entropy_with_logits cdist channel_shuffle constant_pad_nd conv3d convolution dist dropout3d feature_alpha_dropout feature_dropout fractional_max_pool2d_with_indices fractional_max_pool3d_with_indices gru_cell gumbel_softmax kl_div l1_loss log_softmax lp_pool1d lp_pool2d lp_pool3d lstm_cell margin_ranking_loss max_pool1d_with_indices max_pool2d_with_indices max_pool3d_with_indices max_unpool1d max_unpool2d max_unpool3d multi_head_attention_forward multi_margin_loss multilabel_margin_loss multilabel_soft_margin_loss native_batch_norm native_dropout native_layer_norm native_norm nn.functional.adaptive_avg_pool1d nn.functional.adaptive_avg_pool2d nn.functional.adaptive_avg_pool3d nn.functional.adaptive_max_pool1d nn.functional.adaptive_max_pool2d nn.functional.adaptive_max_pool3d nn.functional.avg_pool1d nn.functional.avg_pool2d nn.functional.avg_pool3d nn.functional.batch_norm nn.functional.bilinear nn.functional.conv_transpose1d nn.functional.conv_transpose2d nn.functional.conv_transpose3d nn.functional.conv1d nn.functional.conv2d nn.functional.cosine_embedding_loss nn.functional.cosine_similarity nn.functional.cross_entropy nn.functional.ctc_loss nn.functional.dropout nn.functional.dropout2d nn.functional.embedding nn.functional.embedding_bag nn.functional.feature_alpha_dropout nn.functional.fractional_max_pool2d nn.functional.fractional_max_pool3d nn.functional.gaussian_nll_loss nn.functional.gelu nn.functional.glu nn.functional.grid_sample nn.functional.group_norm nn.functional.hardshrink nn.functional.hardsigmoid nn.functional.hardswish nn.functional.hardtanh nn.functional.hinge_embedding_loss nn.functional.huber_loss nn.functional.instance_norm nn.functional.interpolate nn.functional.kl_div nn.functional.layer_norm nn.functional.leaky_relu nn.functional.linear nn.functional.local_response_norm nn.functional.logsigmoid nn.functional.max_pool1d nn.functional.max_pool2d nn.functional.max_pool3d nn.functional.mse_loss nn.functional.nll_loss nn.functional.normalize nn.functional.one_hot nn.functional.pad nn.functional.pairwise_distance nn.functional.pixel_shuffle nn.functional.pixel_unshuffle nn.functional.poisson_nll_loss nn.functional.prelu nn.functional.relu nn.functional.relu6 nn.functional.softmin nn.functional.softplus nn.functional.softshrink nn.functional.softsign nn.functional.tanhshrink nn.functional.threshold nn.functional.unfold nn.functional.upsample_bilinear nn.functional.upsample_nearest pdist rnn_relu rnn_relu_cell rnn_tanh rnn_tanh_cell smooth_l1_loss soft_margin_loss softmax triplet_margin_loss triplet_margin_with_distance_loss argsort argwhere bincount bucketize corrcoef count_nonzero cov histc histogram histogramdd isin kthvalue msort nonzero searchsorted sort topk unique unique_consecutive clamp clamp_max clamp_min where diagonal_scatter gather scatter scatter_add scatter_reduce select_scatter slice_scatter index_add index_copy index_fill index_put index_select item put select take take_along_dim bfloat16 bool byte char clone cpu cuda double fill_ float half int long short type_as zero_ coalesce dense_dim sparse_coo_tensor sparse_csr_tensor to_dense to_sparse to_sparse_coo complex conj conj_physical real resolve_conj resolve_neg view_as_complex view_as_real bernoulli binomial cauchy exponential_ geometric_ multinomial poisson __getitem__ combinations is_complex is_floating_point is_signed sum_to_size masked.amax masked.amin masked.log_softmax masked.mean masked.norm masked.normalize masked.prod masked.softmax masked.softmin masked.std masked.sum masked.var masked_fill masked_scatter masked_select addcdiv addcmul allclose equal