Files in torch

Tensors and Neural Networks with 'GPU' Acceleration

NEWS.md README.md R/RcppExports.R R/nn-upsampling.R R/memory_format.R R/compilation_unit.R R/qscheme.R R/nn-distance.R R/distributions-constraints.R R/nn-loss.R R/optim-adagrad.R R/codegen-utils.R R/nnf-instancenorm.R R/distributions-gamma.R R/nnf-padding.R R/nnf-pooling.R R/storage.R R/creation-ops.R R/with-indices.R R/translate.R R/save.R R/nn_adaptive.R R/distributions-normal.R R/utils-pipe.R R/nnf-vision.R R/jit-compile.R R/gen-namespace.R R/nn-conv.R R/utils-data-dataloader.R R/optim.R R/nnf-activation.R R/autograd.R R/nnf-upsampling.R R/indexing.R R/dimname_list.R R/threads.R R/linalg.R R/utils-data-fetcher.R R/quantization.R R/nnf-pixelshuffle.R R/nn-sparse.R R/script_module.R R/utils-data-sampler.R R/distributions-utils.R R/optim-adadelta.R R/nn-rnn.R R/layout.R R/dtype.R R/conditions.R R/stack.R R/nnf-dropout.R R/distributions-poisson.R R/distributions-multivariate_normal.R R/nnf-batchnorm.R R/optim-asgd.R R/utils-data-collate.R R/cuda.R R/nnf-conv.R R/nn-flatten.R R/type-info.R R/install.R R/nnf-fold.R R/nnf-normalization.R R/optim-rprop.R R/scalar.R R/distributions-exp-family.R R/reduction.R R/nn-utils-rnn.R R/optim-adam.R R/distributions-mixture_same_family.R R/backends.R R/nnf-distance.R R/nn-utils-weight-norm.R R/nnf-embedding.R R/nnf-loss.R R/device.R R/optim-sgd.R R/R7.R R/generator.R R/nn-utils.R R/variable_list.R R/package.R R/operators.R R/trace.R R/help.R R/gen-namespace-docs.R R/compat-purrr.R R/nn-normalization.R R/nn-init.R R/contrib.R R/nn-activation.R R/nn-batchnorm.R R/nn-linear.R R/lantern_load.R R/distributions-chi2.R R/gen-namespace-examples.R R/distributions.R R/nn-pooling.R R/utils-data-enum.R R/call_torch_function.R R/optim-rmsprop.R R/optim-adamw.R R/wrapers.R R/nn-utils-clip-grad.R R/optim-lbfgs.R R/distributions-bernoulli.R R/autocast.R R/nn.R R/lantern_sync.R R/ivalue.R R/gen-method.R R/compare.R R/nn-dropout.R R/utils.R R/utils-data.R R/jit-ops.R R/tensor.R R/jit-execute.R R/distributions-categorical.R R/nnf-linear.R R/optim-lr_scheduler.R inst/doc/loading-data.Rmd inst/doc/distributions.Rmd inst/doc/serialization.Rmd inst/doc/indexing.R inst/doc/extending-autograd.Rmd inst/doc/serialization.R inst/doc/extending-autograd.R inst/doc/installation.R inst/doc/installation.Rmd inst/doc/torchscript.Rmd inst/doc/indexing.Rmd inst/doc/loading-data.R inst/doc/using-autograd.Rmd inst/doc/python-to-r.R inst/doc/using-autograd.R inst/doc/python-to-r.Rmd inst/doc/torchscript.R inst/doc/distributions.R inst/doc/tensor-creation.R inst/doc/tensor-creation.Rmd tests/testthat.R tests/testthat/test-distributions-multivariate_normal.R tests/testthat/test-nnf-loss.R tests/testthat/test-utils-data-sampler.R tests/testthat/test-variable_list.R tests/testthat/test-nn-init.R tests/testthat/test-nn-conv.R tests/testthat/test-nn-utils-clip-grad.R tests/testthat/test-scalar.R tests/testthat/test-call_torch_function.R tests/testthat/test-nnf-embedding.R tests/testthat/helper-distributions.R tests/testthat/test-storage.R tests/testthat/test-operators.R tests/testthat/test-nn-rnn.R tests/testthat/test-save.R tests/testthat/test-nn-normalization.R tests/testthat/teardown.R tests/testthat/test-linalg.R tests/testthat/test-dimname_list.R tests/testthat/test-trace.R tests/testthat/test-optim-adadelta.R tests/testthat/test-optim-rmsprop.R tests/testthat/helper-tensor.R tests/testthat/test-utils-data.R tests/testthat/test-autograd.R tests/testthat/test-gen-method.R tests/testthat/test-nn-activation.R tests/testthat/test-mps.R tests/testthat/test-distribution-chi2.R tests/testthat/test-nnf-dropout.R tests/testthat/test-optim-adam.R tests/testthat/test-dtype.R tests/testthat/test-readme.R tests/testthat/test-nn-upsampling.R tests/testthat/test-ivalue.R tests/testthat/test-generator.R tests/testthat/test-distributions-categorical.R tests/testthat/test-utils-data-enum.R tests/testthat/test-distributions-mixture_same_family.R tests/testthat/test-nn-flatten.R tests/testthat/test-cuda.R tests/testthat/test-fork.R tests/testthat/helper-optim.R tests/testthat/test-tensor.R tests/testthat/test-nnf-pooling.R tests/testthat/test-nnf-upsampling.R tests/testthat/test-optim-adamw.R tests/testthat/test-contrib.R tests/testthat/test-creation-ops.R tests/testthat/test-memory_format.R tests/testthat/test-optim-lbfgs.R tests/testthat/test-optim-asgd.R tests/testthat/test-nn-multihead-attention.R tests/testthat/test-distributions-bernoulli.R tests/testthat/test-qscheme.R tests/testthat/test-stack.R tests/testthat/test-nnf-padding.R tests/testthat/test-gen-namespace.R tests/testthat/test-quantization.R tests/testthat/test-nnf-fold.R tests/testthat/test-nn-loss.R tests/testthat/test-jit-execute.R tests/testthat/test-translate.R tests/testthat/test-optim-lr_scheduler.R tests/testthat/test-nn-utils-weight-norm.R tests/testthat/test-0-threads.R tests/testthat/test-nn-linear.R tests/testthat/test-reduction.R tests/testthat/test-optim-sgd.R tests/testthat/test-with-indices.R tests/testthat/test-install.R tests/testthat/test-nn.R tests/testthat/test-device.R tests/testthat/test-distribution-gamma.R tests/testthat/test-nn-batchnorm.R tests/testthat/test-nnf-normalization.R tests/testthat/test-nn-sparse.R tests/testthat/test-utils-data-dataloader.R tests/testthat/test-R7.R tests/testthat/setup.R tests/testthat/test-script_module.R tests/testthat/test-autocast.R tests/testthat/test-backends.R tests/testthat/test-optim-rprop.R tests/testthat/test-jit-compile.R tests/testthat/test-nn-utils-rnn.R tests/testthat/test-compare.R tests/testthat/test-allocator.R tests/testthat/test-distribution-poisson.R tests/testthat/test-optim-adagrad.R tests/testthat/test-distribution-normal.R tests/testthat/test-wrapers.R tests/testthat/test-indexing.R tests/testthat/test-distributions-constraints.R tests/testthat/test-jit-ops.R tests/testthat/_snaps/jit-ops.md tests/testthat/_snaps/device.md tests/testthat/_snaps/tensor.md tests/testthat/_snaps/script_module.md tests/testthat/_snaps/indexing.md tests/testthat/_snaps/nn.md vignettes/loading-data.Rmd vignettes/distributions.Rmd vignettes/serialization.Rmd vignettes/extending-autograd.Rmd vignettes/installation.Rmd vignettes/torchscript.Rmd vignettes/indexing.Rmd vignettes/using-autograd.Rmd vignettes/python-to-r.Rmd vignettes/tensor-creation.Rmd vignettes/tensor/index.Rmd tools/create-decls.R tools/document.R tools/renamelib.R tools/buildlantern.R tools/revdep.R tools/renameinit.R tools/fixlanternh.R tools/torchgen/README.md tools/torchgen/LICENSE.md tools/torchgen/R/docs.R tools/torchgen/R/utils-pipe.R tools/torchgen/R/generate.R tools/torchgen/R/r.R tools/torchgen/R/cpp.R tools/torchgen/R/functional.R tools/torchgen/R/utils.R tools/torchgen/man/pipe.Rd man/nnf_bilinear.Rd man/nn_hinge_embedding_loss.Rd man/linalg_det.Rd man/torch_cos.Rd man/torch_le.Rd man/jit_trace.Rd man/distr_gamma.Rd man/nnf_pad.Rd man/nnf_group_norm.Rd man/torch_install_path.Rd man/torch_generator.Rd man/torch_topk.Rd man/linalg_pinv.Rd man/torch_digamma.Rd man/torch_log2.Rd man/torch_sign.Rd man/nnf_batch_norm.Rd man/nnf_fold.Rd man/nn_utils_weight_norm.Rd man/torch_square.Rd man/torch_arctan.Rd man/torch_cholesky.Rd man/lr_multiplicative.Rd man/nn_init_calculate_gain.Rd man/torch_not_equal.Rd man/torch_mean.Rd man/nn_init_constant_.Rd man/torch_bernoulli.Rd man/cuda_memory_stats.Rd man/torch_atleast_1d.Rd man/nn_max_unpool2d.Rd man/nn_lp_pool1d.Rd man/torch_real.Rd man/nn_utils_rnn_pack_padded_sequence.Rd man/nn_conv2d.Rd man/nnf_avg_pool1d.Rd man/torch_blackman_window.Rd man/torch_sum.Rd man/torch_atleast_2d.Rd man/linalg_norm.Rd man/nn_glu.Rd man/nn_init_eye_.Rd man/torch_arange.Rd man/torch_acosh.Rd man/torch_get_rng_state.Rd man/nn_upsample.Rd man/torch_full_like.Rd man/optimizer.Rd man/nn_max_pool2d.Rd man/torch_lgamma.Rd man/torch_logspace.Rd man/torch_vander.Rd man/torch_range.Rd man/torch_masked_select.Rd man/nn_threshold.Rd man/nn_relu.Rd man/torch_broadcast_tensors.Rd man/optim_asgd.Rd man/torch_subtract.Rd man/torch_empty.Rd man/torch_logcumsumexp.Rd man/torch_matrix_rank.Rd man/torch_lstsq.Rd man/torch_cholesky_solve.Rd man/nnf_silu.Rd man/nn_layer_norm.Rd man/nnf_max_unpool3d.Rd man/torch_promote_types.Rd man/torch_inverse.Rd man/torch_var.Rd man/torch_is_nonzero.Rd man/torch_flatten.Rd man/torch_diag_embed.Rd man/torch_flipud.Rd man/torch_arcsin.Rd man/is_dataloader.Rd man/jit_trace_module.Rd man/nnf_relu6.Rd man/local_device.Rd man/nnf_glu.Rd man/torch_meshgrid.Rd man/torch_poisson.Rd man/torch_multiply.Rd man/torch_logsumexp.Rd man/torch_sinh.Rd man/torch_tril.Rd man/nn_log_sigmoid.Rd man/cuda_current_device.Rd man/local_autocast.Rd man/torch_hamming_window.Rd man/torch_roll.Rd man/nn_fractional_max_pool3d.Rd man/linalg_matrix_power.Rd man/lr_one_cycle.Rd man/nnf_kl_div.Rd man/torch_dequantize.Rd man/torch_addmv.Rd man/torch_block_diag.Rd man/nnf_soft_margin_loss.Rd man/nn_softmax.Rd man/torch_std.Rd man/torch_memory_format.Rd man/torch_hann_window.Rd man/torch_view_as_complex.Rd man/torch_t.Rd man/reexports.Rd man/torch_qr.Rd man/nn_conv1d.Rd man/torch_slogdet.Rd man/torch_conv_tbc.Rd man/nnf_grid_sample.Rd man/nnf_adaptive_avg_pool1d.Rd man/torch_ge.Rd man/nn_init_uniform_.Rd man/torch_multinomial.Rd man/torch_gather.Rd man/torch_mode.Rd man/torch_bucketize.Rd man/torch_where.Rd man/torch_erfinv.Rd man/torch_eq.Rd man/optim_sgd.Rd man/torch_maximum.Rd man/nn_module_list.Rd man/torch_bitwise_and.Rd man/torch_complex.Rd man/torch_less.Rd man/is_optimizer.Rd man/nn_softplus.Rd man/nn_tanh.Rd man/torch_kron.Rd man/nn_softsign.Rd man/nn_silu.Rd man/nn_multihead_attention.Rd man/default_dtype.Rd man/torch_avg_pool1d.Rd man/nnf_rrelu.Rd man/dataloader_next.Rd man/torch_finfo.Rd man/nn_fractional_max_pool2d.Rd man/torch_transpose.Rd man/is_torch_layout.Rd man/torch_pdist.Rd man/torch_norm.Rd man/torch_movedim.Rd man/torch_outer.Rd man/torch_triangular_solve.Rd man/nn_l1_loss.Rd man/torch_log10.Rd man/nnf_selu.Rd man/nn_init_normal_.Rd man/torch_index_put_.Rd man/AutogradContext.Rd man/nn_triplet_margin_with_distance_loss.Rd man/torch_amax.Rd man/nnf_conv3d.Rd man/torch_neg.Rd man/nn_mse_loss.Rd man/torch_allclose.Rd man/nn_conv_transpose3d.Rd man/nn_hardtanh.Rd man/torch_cummax.Rd man/torch_split.Rd man/nnf_affine_grid.Rd man/torch_baddbmm.Rd man/nn_adaptive_avg_pool1d.Rd man/is_undefined_tensor.Rd man/torch_rand_like.Rd man/torch_logical_xor.Rd man/dataset.Rd man/nnf_layer_norm.Rd man/linalg_matrix_norm.Rd man/autograd_grad.Rd man/optim_rmsprop.Rd man/torch_cholesky_inverse.Rd man/nnf_embedding.Rd man/nn_pairwise_distance.Rd man/nn_prelu.Rd man/nnf_conv_transpose3d.Rd man/linalg_inv_ex.Rd man/torch_rsqrt.Rd man/torch_rand.Rd man/torch_asin.Rd man/torch_trapz.Rd man/torch_randn_like.Rd man/nn_buffer.Rd man/torch_cumprod.Rd man/torch_cosh.Rd man/distr_mixture_same_family.Rd man/nnf_nll_loss.Rd man/nn_cross_entropy_loss.Rd man/Distribution.Rd man/cuda_runtime_version.Rd man/linalg_cholesky_ex.Rd man/torch_div.Rd man/nn_max_pool1d.Rd man/lr_step.Rd man/nn_relu6.Rd man/torch_logical_or.Rd man/torch_ones_like.Rd man/nnf_poisson_nll_loss.Rd man/torch_conv1d.Rd man/torch_renorm.Rd man/torch_arcsinh.Rd man/load_state_dict.Rd man/torch_selu.Rd man/nnf_threshold.Rd man/torch_min.Rd man/torch_istft.Rd man/nn_softshrink.Rd man/call_torch_function.Rd man/torch_polar.Rd man/torch_diff.Rd man/nn_cosine_embedding_loss.Rd man/torch_isinf.Rd man/torch_lu.Rd man/torch_selu_.Rd man/nn_contrib_sparsemax.Rd man/nnf_softshrink.Rd man/nnf_one_hot.Rd man/torch_tanh.Rd man/is_torch_qscheme.Rd man/torch_eig.Rd man/nn_init_sparse_.Rd man/nnf_tanhshrink.Rd man/optim_adagrad.Rd man/torch_orgqr.Rd man/autograd_function.Rd man/contrib_sort_vertices.Rd man/nn_rnn.Rd man/nnf_linear.Rd man/torch_atan2.Rd man/nn_group_norm.Rd man/torch_conv3d.Rd man/torch_log.Rd man/torch_nonzero.Rd man/torch_can_cast.Rd man/torch_matrix_exp.Rd man/iterable_dataset.Rd man/nnf_adaptive_avg_pool2d.Rd man/torch_celu_.Rd man/torch_cdist.Rd man/torch_logical_and.Rd man/nnf_dropout3d.Rd man/as_array.Rd man/torch_exp.Rd man/torch_geqrf.Rd man/nn_avg_pool3d.Rd man/torch_signbit.Rd man/torch_addbmm.Rd man/sampler.Rd man/nn_init_zeros_.Rd man/nn_leaky_relu.Rd man/torch_bitwise_not.Rd man/torch_take.Rd man/jit_ops.Rd man/nn_elu.Rd man/torch_equal.Rd man/autograd_set_grad_mode.Rd man/torch_pow.Rd man/torch_frac.Rd man/is_nn_buffer.Rd man/torch_bincount.Rd man/torch_bartlett_window.Rd man/torch_index_select.Rd man/torch_round.Rd man/clone_module.Rd man/cuda_synchronize.Rd man/torch_rot90.Rd man/torch_std_mean.Rd man/nnf_adaptive_max_pool2d.Rd man/torch_is_complex.Rd man/torch_bmm.Rd man/optim_adadelta.Rd man/nn_gelu.Rd man/nn_avg_pool2d.Rd man/torch_bitwise_or.Rd man/torch_isneginf.Rd man/enumerate.Rd man/torch_histc.Rd man/torch_channel_shuffle.Rd man/nn_utils_clip_grad_norm_.Rd man/torch_isclose.Rd man/torch_randn.Rd man/Constraint.Rd man/torch_mvlgamma.Rd man/nnf_normalize.Rd man/distr_chi2.Rd man/nn_margin_ranking_loss.Rd man/torch_addmm.Rd man/torch_lu_unpack.Rd man/torch_stack.Rd man/torch_threshold_.Rd man/torch_randperm.Rd man/nn_conv3d.Rd man/nnf_conv_tbc.Rd man/broadcast_all.Rd man/torch_hstack.Rd man/torch_repeat_interleave.Rd man/torch_index_put.Rd man/torch_dstack.Rd man/torch_abs.Rd man/torch_combinations.Rd man/nn_init_ones_.Rd man/torch_addcmul.Rd man/torch_minimum.Rd man/nn_adaptive_log_softmax_with_loss.Rd man/torch_erfc.Rd man/nn_hardshrink.Rd man/jit_load.Rd man/torch_chain_matmul.Rd man/nn_prune_head.Rd man/backends_mkl_is_available.Rd man/torch_ormqr.Rd man/torch_cosine_similarity.Rd man/nn_init_xavier_normal_.Rd man/torch_einsum.Rd man/torch_sigmoid.Rd man/torch_i0.Rd man/nnf_fractional_max_pool2d.Rd man/nn_adaptive_max_pool3d.Rd man/torch_empty_like.Rd man/torch_dtype.Rd man/nnf_alpha_dropout.Rd man/linalg_solve.Rd man/nn_adaptive_avg_pool3d.Rd man/torch_isfinite.Rd man/distr_bernoulli.Rd man/torch_exp2.Rd man/torch_ceil.Rd man/nn_poisson_nll_loss.Rd man/linalg_svdvals.Rd man/torch_conj.Rd man/nnf_fractional_max_pool3d.Rd man/nnf_conv1d.Rd man/torch_logaddexp2.Rd man/torch_index.Rd man/torch_conv_transpose3d.Rd man/nn_max_unpool3d.Rd man/nnf_prelu.Rd man/nn_sequential.Rd man/torch_is_floating_point.Rd man/is_torch_dtype.Rd man/lr_scheduler.Rd man/nnf_pixel_shuffle.Rd man/jit_tuple.Rd man/cuda_get_device_capability.Rd man/torch_serialize.Rd man/torch_logical_not.Rd man/torch_is_installed.Rd man/torch_conv_transpose1d.Rd man/torch_atanh.Rd man/nnf_conv_transpose1d.Rd man/torch_nanquantile.Rd man/optim_adamw.Rd man/nnf_smooth_l1_loss.Rd man/backends_openmp_is_available.Rd man/torch_zeros.Rd man/torch_logit.Rd man/nn_embedding_bag.Rd man/dataloader_make_iter.Rd man/threads.Rd man/dataloader.Rd man/torch_rrelu_.Rd man/nn_batch_norm1d.Rd man/torch_ger.Rd man/nn_init_trunc_normal_.Rd man/torch_narrow.Rd man/torch_result_type.Rd man/torch_unsafe_chunk.Rd man/torch_remainder.Rd man/torch_unique_consecutive.Rd man/nnf_softsign.Rd man/nn_multilabel_soft_margin_loss.Rd man/nnf_celu.Rd man/torch_median.Rd man/distr_poisson.Rd man/torch_nansum.Rd man/nn_parameter.Rd man/torch_fix.Rd man/torch_diagonal.Rd man/nn_flatten.Rd man/nn_linear.Rd man/torch_triu_indices.Rd man/torch_fft_rfft.Rd man/torch_conv_transpose2d.Rd man/nnf_softplus.Rd man/nnf_cosine_similarity.Rd man/torch_ne.Rd man/torch_atleast_3d.Rd man/torch_prod.Rd man/torch_save.Rd man/lr_reduce_on_plateau.Rd man/nnf_binary_cross_entropy_with_logits.Rd man/torch_expm1.Rd man/jit_save.Rd man/torch_load.Rd man/torch_reduction.Rd man/torch_less_equal.Rd man/distr_categorical.Rd man/torch_erf.Rd man/torch_relu_.Rd man/nnf_log_softmax.Rd man/nn_module.Rd man/cuda_empty_cache.Rd man/nn_soft_margin_loss.Rd man/torch_relu.Rd man/torch_log1p.Rd man/torch_atan.Rd man/nn_hardsigmoid.Rd man/nnf_conv2d.Rd man/torch_stft.Rd man/nnf_pairwise_distance.Rd man/nn_celu.Rd man/torch_pinverse.Rd man/torch_addr.Rd man/nn_rrelu.Rd man/torch_triu.Rd man/linalg_tensorsolve.Rd 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