torch 0.0.3 to 0.17.0
CRANRecord of 0.0.3Record of 0.17.0Both records side by side
- 0.0.3 and 0.17.0
- between them
- other releases
- daily mean, week by week
- after this copy’s series ends on 26 Oct 2026
- Time between
- 2,031 days28 releases between
- Advisories, method
Method
Security advisories
Advisories come from the R Consortium advisory database, a community record of security problems in R packages, as OSV publishes it.
- The copy
- The record is read once a day. The data is published under the Apache License 2.0 and is credited on the advisories list.
- Box under the name
- Under the package's name, a box names any advisory that affects the current release, with its fix or that there is none.
- Ranges
- Advisories state ranges, such as from 0.9.12 up to but not including 1.8.8. Each range is checked against every version CRAN has published, using the version rules R itself uses, so a release that came out after the advisory was written is still caught by its range.
- Not the package
- The rating is for the library flaw itself, not for how exposed the R package is, and it is never added up into a figure for the package.
- None knownfor either release
- Exports, method
- 9 removed270 added
- Dependencies
- 15 changes11 added, 3 bounds, 1 moved11 added, 3 bounds
- Licence
- SameMIT + file LICENSE
- Maintainer
- Changednow Tomasz Kalinowski
Downloads while newest
Method, downloads Method Download figures count requests logged by each distribution channel. They are not counts of installs or of users, because each channel publishes its own totals and this site reads them.Downloads
| Release | Days newest | Days counted | CRAN downloads | Daily mean |
|---|---|---|---|---|
| 0.17.0 11 Apr to 28 Oct 2026, still the newest | 201 | 199 | 206,386 | 1,037 |
| 0.0.3 18 to 27 Sep 2020 | 10 | 254 | 25 |
Daily mean while newest, 0.17.0 +3,983% up since 0.0.3
Counted on the CRAN mirror from each release's day to the day before the next release. This copy's daily series ends on 26 Oct 2026, so a span that runs past it is counted to that day and its daily mean covers the days counted. Other channels repackage on their own schedules, so they are not split by release.
Dependencies
Method, dependencies Method Dependent packages are other packages that list this one under Reverse dependencies
Depends, Imports or LinkingTo in their DESCRIPTION file. Those fields list the packages a package needs to install, so dependents break if this one is archived or broken.Suggests install and run without it, and use it for tests, examples or an optional feature. They are counted as Suggested by, never among the dependents, and a package that also lists it under one of the three fields is a dependent and is not counted again.
- added
- bound or field changed
| Package | Field | 0.0.3 | 0.17.0 | |
|---|---|---|---|---|
| added | callr | Imports | – | any version |
| added | cli | Imports | – | >= 3.0.0 |
| added | coro | Imports | – | >= 1.0.2 |
| added | desc | Imports | – | any version |
| changed | glue | Suggests to Imports | any version | any version |
| added | jsonlite | Imports | – | any version |
| added | katex | Suggests | – | any version |
| changed | knitr | Suggests | any version | >= 1.36 |
| added | mvtnorm | Suggests | – | any version |
| added | numDeriv | Suggests | – | any version |
| changed | rlang | Imports | any version | >= 1.0.0 |
| added | safetensors | Imports | – | >= 0.1.1 |
| added | scales | Imports | – | any version |
| changed | testthat | Suggests | >= 2.1.0 | >= 3.0.0 |
| added | tools | Imports | – | any version |
Side by side
| Measure | 0.0.3 | 0.17.0 | Change |
|---|---|---|---|
| Imports | 9 packages | 18 packages | +8, 2 bounds |
| LinkingTo | 1 package | 1 package | |
| Suggests | 6 packages | 8 packages | +3, 3 bounds |
Exports
added Added (270)
All 270
as_iteratorbackends_cudnn_is_availablebackends_cudnn_versionbackends_mkldnn_is_availablebackends_mkl_is_availablebackends_mps_is_availablebackends_openmp_is_availablebuffer_from_torch_tensorcall_torch_functionclone_modulecontrib_sort_verticescuda_amp_grad_scalercuda_dump_memory_snapshotcuda_empty_cachecuda_get_device_capabilitycuda_get_rng_statecuda_memory_snapshotcuda_memory_statscuda_memory_summarycuda_record_memory_historycuda_runtime_versioncuda_set_rng_statecuda_synchronizedataset_subsetdistr_bernoullidistr_categoricaldistr_chi2distr_gammadistr_mixture_same_familydistr_multivariate_normaldistr_normaldistr_poissonget_install_libs_urlinstall_torch_from_fileinstall_torch_sitrepis_nn_bufferis_nn_moduleis_nn_parameteris_optimizeriterable_datasetjit_compilejit_loadjit_opsjit_savejit_save_for_mobilejit_scalarjit_serializejit_tracejit_trace_modulejit_tuplejit_unserializelinalg_choleskylinalg_cholesky_exlinalg_condlinalg_detlinalg_eiglinalg_eighlinalg_eigvalslinalg_eigvalshlinalg_householder_productlinalg_invlinalg_inv_exlinalg_lstsqlinalg_matrix_normlinalg_matrix_powerlinalg_matrix_ranklinalg_multi_dotlinalg_normlinalg_pinvlinalg_qrlinalg_slogdetlinalg_solvelinalg_solve_triangularlinalg_svdlinalg_svdvalslinalg_tensorinvlinalg_tensorsolvelinalg_vector_normlocal_autocastlocal_devicelocal_enable_gradlocal_no_gradlocal_torch_manual_seedlooplr_cosine_annealinglr_lambdalr_multiplicativelr_one_cyclelr_reduce_on_plateaulr_schedulerlr_stepnnf_area_under_min_fpr_fnrnnf_contrib_sparsemaxnnf_silunnf_triplet_margin_with_distance_lossnn_aum_lossnn_batch_norm3dnn_bce_with_logits_lossnn_buffernn_contrib_sparsemaxnn_cosine_embedding_lossnn_ctc_lossnn_embedding_bagnn_flattennn_group_normnn_grunn_hinge_embedding_lossnn_kl_div_lossnn_l1_lossnn_layer_normnn_lstmnn_margin_ranking_lossnn_module_dictnn_mse_lossnn_multilabel_margin_lossnn_multilabel_soft_margin_lossnn_multi_margin_lossnn_nll_lossnn_pairwise_distancenn_parameternn_poisson_nll_lossnn_prune_headnn_silunn_smooth_l1_lossnn_soft_margin_lossnn_transformer_encodernn_transformer_encoder_layernn_triplet_margin_lossnn_triplet_margin_with_distance_lossnn_unflattennn_upsamplenn_utils_clip_grad_norm_nn_utils_clip_grad_value_nn_utils_weight_normoptimizerOptimizerIgniteoptimizer_igniteoptim_adadeltaoptim_adagradoptim_adamwoptim_asgdoptim_ignite_adagradoptim_ignite_adamoptim_ignite_adamwoptim_ignite_rmspropoptim_ignite_sgdoptim_lbfgsoptim_requiredoptim_rmspropoptim_rpropsamplerset_autocastslctorch_absolutetorch_acoshtorch_amaxtorch_amintorch_arccostorch_arccoshtorch_arcsintorch_arcsinhtorch_arctantorch_arctanhtorch_asinhtorch_atanhtorch_atleast_1dtorch_atleast_2dtorch_atleast_3dtorch_bfloat16torch_block_diagtorch_bucketizetorch_cdoubletorch_cfloattorch_cfloat32torch_cfloat64torch_cfloat128torch_chalftorch_channel_shuffletorch_cliptorch_clonetorch_complextorch_count_nonzerotorch_deg2radtorch_dequantizetorch_difftorch_dividetorch_dstacktorch_exp2torch_fft_ffttorch_fft_fftfreqtorch_fft_iffttorch_fft_irffttorch_fft_rffttorch_fixtorch_fliplrtorch_flipudtorch_float8_e4m3fntorch_float8_e5m2torch_gcdtorch_get_num_interop_threadstorch_get_num_threadstorch_get_rng_statetorch_greatertorch_greater_equaltorch_heavisidetorch_hstacktorch_hypottorch_i0torch_indextorch_index_puttorch_index_put_torch_install_pathtorch_isclosetorch_isneginftorch_isposinftorch_isrealtorch_istfttorch_is_nonzerotorch_kaiser_windowtorch_krontorch_lcmtorch_ldexptorch_lesstorch_less_equaltorch_logaddexptorch_logaddexp2torch_logcumsumexptorch_logittorch_lu_unpacktorch_matrix_exptorch_maximumtorch_minimumtorch_movedimtorch_multiplytorch_nanquantiletorch_nansumtorch_negativetorch_nextaftertorch_not_equaltorch_outertorch_polartorch_quantiletorch_rad2degtorch_scalar_tensortorch_scaled_dot_product_attentiontorch_searchsortedtorch_serializetorch_set_num_interop_threadstorch_set_num_threadstorch_set_rng_statetorch_sgntorch_signbittorch_sparse_sampled_addmmtorch_subtorch_subtracttorch_take_along_dimtorch_tensor_from_buffertorch_unsafe_chunktorch_unsafe_splittorch_vandertorch_vdottorch_view_as_complextorch_view_as_realtorch_vstackunset_autocastwith_autocastwith_detect_anomalywith_devicewith_torch_manual_seedyield
removed Removed (9)
torch_eigtorch_ffttorch_iffttorch_irffttorch_lstsqtorch_matrix_ranktorch_rffttorch_solvetorch_symeig
Licence and people
Method, licences Method Licence figures come from the Licences
License field of each package's DESCRIPTION file, read the way R itself reads it. No licence file is opened.tools::analyze_license() and R's own licence database, as CRAN's checks read it.| is read, so one string can offer two families.
| Part | 0.0.3 | 0.17.0 | |
|---|---|---|---|
| changed | Maintainer | Daniel Falbel | Tomasz Kalinowski |
| added | Person named | – | Christophe Regouby |
| added | Person named | – | Hamada S. Badr |
| added | Person named | – | Krzysztof Joachimiak |
| added | Person named | – | Maximilian Pichler |
| added | Person named | – | Sebastian Fischer |
| added | Person named | – | Tomasz Kalinowski |
| changed | Daniel Falbel | aut, cre, cph | aut, cph |
| changed | Javier Luraschi | aut, cph | aut |
Side by side
| Measure | 0.0.3 | 0.17.0 | Change |
|---|---|---|---|
| Licence | MIT + file LICENSE | MIT + file LICENSE | |
| Maintainer | Daniel Falbel | Tomasz Kalinowski | changed |
| People named | Daniel Falbel, Javier Luraschi, Dmitriy Selivanov, Athos Damiani, RStudio | Tomasz Kalinowski, Daniel Falbel, Javier Luraschi, Dmitriy Selivanov, Athos Damiani, Christophe Regouby, Krzysztof Joachimiak, Hamada S. Badr, Sebastian Fischer, Maximilian Pichler, RStudio | changed |
Code
Method, code Method Code metrics come from reading the released source of each package version. The package is never installed, loaded or run.Code metrics
README, vignettes, a NEWS file and the shares read from its help pages. Files kept only in the repository, such as a pkgdown configuration or CI files, are read by the repository scan instead.
| Measure | 0.0.3 | 0.17.0 | Change |
|---|---|---|---|
| Lines of R code | 51,179 | 102,571 | +51,392 up |
| Lines of compiled code | 43,631 | 80,023 | +36,392 up |
| Files | 688 | 1,037 | +349 up |
| Public exports | 494 | 755 | +261 up |
| Internal functions | 2,711 | 6,280 | +3,569 up |
| Highest complexity | 91 | 155 | +64 up |
| Download size | 2.5 MB | 1.9 MB | −620 KB down |
| Source, unpacked | 12.2 MB | 23.1 MB | +10.9 MB up |
1 other figure of the code is the same in both.
Side by side
| Measure | 0.0.3 | 0.17.0 | Change |
|---|---|---|---|
| Lines of R code | 51,179 | 102,571 | +51,392 |
| Lines of compiled code | 43,631 | 80,023 | +36,392 |
| Files | 688 | 1,037 | +349 |
| Public exports | 494 | 755 | +261 |
| Internal functions | 2,711 | 6,280 | +3,569 |
| Mean complexity | 1.1 | 1.1 | |
| Highest complexity | 91 | 155 | +64 |
| Download size | 2.5 MB | 1.9 MB | −620 KB |
| Source, unpacked | 12.2 MB | 23.1 MB | +10.9 MB |
| Analysed with | rpkg-analyzer 0.5.2 | rpkg-analyzer 0.5.2 |
Tests
Method, tests Method Test coverage is measured by downloading each CRAN package's current source file, installing its dependencies, building it and running its tests under covr.Test coverage
| Measure | 0.0.3 | 0.17.0 | Change |
|---|---|---|---|
| Lines run by tests | Not measured | 0.3% | |
| Test cases | 246 | 735 | +489 up |
| Lines of tests | 3,419 | 11,858 | +8,439 up |
| Test lines per line of code | 0.07 | 0.12 | +0.05 up |
| Exports named in tests | 26.3% | 46.0% | +19.7 points up |
Test coverage is measured on each CRAN package's newest release since July 2026.
Side by side
| Measure | 0.0.3 | 0.17.0 | Change |
|---|---|---|---|
| Lines run by tests | Not measured | 0.3% | |
| Test cases | 246 | 735 | +489 |
| Lines of tests | 3,419 | 11,858 | +8,439 |
| Test lines per line of code | 0.07 | 0.12 | +0.05 |
| Exports named in tests | 26.3% | 46.0% | +19.7 points |
Documentation
| Measure | 0.0.3 | 0.17.0 | Change |
|---|---|---|---|
| Exports documented | 99.8% | 99.9% | +0.1 points up |
| Return value documented | 2.4% | 6.2% | +3.8 points up |
| Lines of documentation | 19,064 | 30,397 | +11,333 up |
| Lines of guides | 8,878 | 3,872 | −5,006 down |
1 other figure of the documentation is the same in both.
Side by side
| Measure | 0.0.3 | 0.17.0 | Change |
|---|---|---|---|
| Exports documented | 99.8% | 99.9% | +0.1 points |
| Arguments documented | 100.0% | 100.0% | |
| Return value documented | 2.4% | 6.2% | +3.8 points |
| Lines of documentation | 19,064 | 30,397 | +11,333 |
| Lines of guides | 8,878 | 3,872 | −5,006 |
Files changed
- Files changed
- 853over 29 releases
- Lines added
- 802,781
- Lines deleted
- 436,247
Most changed files (12 of 853)
| File | Lines added | Lines deleted |
|---|---|---|
tools/torchgen/inst/declaration/Declarations-2.8.0.yaml | 213,851 | 0 |
tools/torchgen/inst/declaration/Declarations-1.7.0.yaml | 111,616 | 0 |
src/RcppExports.cpp | 60,683 | 33,645 |
tools/torchgen/inst/declaration/Declarations-1.12.1.yaml | 52,139 | 32,081 |
tools/torchgen/inst/declaration/Declarations-1.9.0.yaml | 38,462 | 30,660 |
tools/torchgen/inst/declaration/Declarations-1.5.0.yaml | 0 | 63,549 |
tools/torchgen/inst/declaration/Declarations-1.4.0.yaml | 0 | 60,108 |
tools/torchgen/inst/declaration/Declarations-1.3.0.yaml | 0 | 59,165 |
tools/torchgen/inst/declaration/Declarations-1.13.1.yaml | 44,875 | 8,647 |
tools/torchgen/inst/declaration/Declarations-1.8.0.yaml | 29,611 | 19,357 |
R/gen-namespace.R | 34,361 | 11,441 |
src/gen-namespace.cpp | 27,456 | 15,369 |
Each release is counted against the release before it, so a line changed twice counts twice.
Release notes
From the NEWS file of 0.17.0. Only the section for the newest release on record is kept.
- Updated to LibTorch 2.8.0 (#1419).
torch_triu_indices()andtorch_tril_indices()now return 1-based indexes (#1382).$indices()now returns 1-based indexes (#1382).- Added
torch_sitrep()for torch installation situation report (#1415, @cregouby). - Added
%*%operator for torch tensors (#1379, @caio-hamamura). - Added
head()andtail()methods for torch tensors (#1388). - Exported
torch_scaled_dot_product_attention()(#1404). - Exported
torch_sparse_sampled_addmm()(#1427). - Exported
torch_ldexp()(#1407). - Integrated
cudatoolkitR package for CUDA library loading (#1422). - Improved
as_array()support for sparse tensors (#1387). - Fixed sparse CSR tensor printing,
to_sparse()crash, andas_array()detection (#1431). - Fixed
dataset()/nn_module()crash wheninitializeparameter is namedd(#1424, @Chandraveer-Singh). - Fixed
bfloat16not being recognized as a floating point dtype (#1408). - Fixed handling of R longjump exceptions in autograd and tracing callbacks (#1406).
- Fixed redundant
lantern.hinclude causing macro redefinition warning (#1430). - Excluded glibc libraries from dependency bundling (#1397, @troyhernandez).
- Replaced non-API entry point
Rf_findVarInFramewithR_getVarExfor R 4.6 compatibility (#1421). - Added French translations for 5 missing messages (#1385, @cregouby).
Unchanged and not compared
Licence is the same in both releases. No advisory is known for either release.
Checks, the install tree, dependents and the repository describe the package as it is now, so they are on the package page.