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A high-performance Dart & CUDA Deep Learning engine with Autograd and AFT support.

35/ 160
pub points
33
downloads

We analyzed this package 5 days ago, and awarded it 35 pub points (of a possible 160):

Failed report section
Follow Dart file conventions
25 / 30trigger folding of the section

Passed check 10/10 points: Provide a valid pubspec.yaml

Passed check 5/5 points: Provide a valid README.md

Failed check 0/5 points: Provide a valid CHANGELOG.md

`CHANGELOG.md` does not contain reference to the current version ("1.0.2").

Changelog entries help developers follow the progress of your package. Check out the Dart conventions for Maintaining a package changelog.

Passed check 10/10 points: Use an OSI-approved license

Detected license: GPL-3.0.

Failed report section
Provide documentation
0 / 20trigger folding of the section

Failed check 0/10 points: 20% or more of the public API has dartdoc comments

OUT: Documenting dart_cuda... Discovering libraries... Linking elements... Precaching local docs for 437990 elements... Initialized dartdoc with 1895 libraries Generating docs for library gpu_tensor.dart from package:dart_cuda/gpu_tensor.dart... Generating docs for library tests/tensor/mat_mul.dart from package:dart_cuda/tests/tensor/mat_mul.dart... Generating docs for library tests/test_tensor2.dart from package:dart_cuda/tests/test_tensor2.dart... Generating docs for library tests/test_tensor.dart from package:dart_cuda/tests/test_tensor.dart... Generating docs for library aft_vit_backbone.dart from package:dart_cuda/aft_vit_backbone.dart... [62 more lines] ERR: warning: unresolved doc reference [1, 128] from package-dart_cuda: file:///tmp/pana_DQOBHY warning: unresolved doc reference [64, 128] from package-dart_cuda: file:///tmp/pana_DQOBHY warning: unresolved doc reference [nextToken] from package-dart_cuda: file:///tmp/pana_DQOBHY warning: unresolved doc reference [64, 50257] from package-dart_cuda: file:///tmp/pana_DQOBHY warning: unresolved doc reference [Batch, Seq, Hidden] from package-dart_cuda: file:///tmp/pana_DQOBHY [42 more lines]

Failed check 0/10 points: Package has an example

No example found.

See package layout guidelines on how to add an example.

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Platform support
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Failed check 0/20 points: Supports 0 of 6 possible platforms (iOS, Android, Web, Windows, macOS, Linux)

Failed report section
Pass static analysis
0 / 50trigger folding of the section

Failed check 0/50 points: code has no errors, warnings, lints, or formatting issues

Found 144 issues. Showing the first 2:

ERROR: The function 'loadModuleBinary' isn't defined.

bin/example2.dart:97:25

   ╷
97 │   bool isLoaded = await loadModuleBinary(gpt, weightPath);
   │                         ^^^^^^^^^^^^^^^^
   ╵

To reproduce make sure you are using the lints_core and run dart analyze bin/example2.dart

ERROR: The function 'saveModuleBinary' isn't defined.

bin/example2.dart:136:11

    ╷
136 │     await saveModuleBinary(gpt, weightPath);
    │           ^^^^^^^^^^^^^^^^
    ╵

To reproduce make sure you are using the lints_core and run dart analyze bin/example2.dart

Failed report section
Support up-to-date dependencies
10 / 40trigger folding of the section

Failed check 0/10 points: All of the package dependencies are supported in the latest version

Package Constraint Compatible Latest Notes
bishop ^1.4.4 1.4.4 1.4.4
dartcv4 ^1.1.8 1.1.8 2.2.1+4
ffi ^2.1.4 2.2.0 2.2.0
image ^4.8.0 4.9.1 4.9.1
path ^1.9.0 1.9.1 1.9.1
test ^1.29.0 1.31.1 1.31.1
Transitive dependencies
Package Constraint Compatible Latest Notes
_fe_analyzer_shared - 103.0.0 104.0.0
analyzer - 13.3.0 14.0.0
archive - 4.0.9 4.0.9
args - 2.7.0 2.7.0
async - 2.13.1 2.13.1
boolean_selector - 2.1.2 2.1.2
cli_config - 0.2.0 0.2.0
collection - 1.19.1 1.19.1
convert - 3.1.2 3.1.2
coverage - 1.15.1 1.15.1
crypto - 3.0.7 3.0.7
file - 7.0.1 7.0.1
frontend_server_client - 4.0.0 4.0.0
glob - 2.1.3 2.1.3
http_multi_server - 3.2.2 3.2.2
http_parser - 4.1.2 4.1.2
io - 1.0.5 1.0.5
logging - 1.3.0 1.3.0
matcher - 0.12.20 0.12.20
meta - 1.18.3 1.18.3
mime - 2.0.0 2.0.0
node_preamble - 2.0.2 2.0.2
package_config - 2.2.0 3.0.0
petitparser - 7.0.2 7.0.2
pool - 1.5.2 1.5.2
posix - 6.5.0 6.5.0
pub_semver - 2.2.0 2.2.0
shelf - 1.4.2 1.4.2
shelf_packages_handler - 3.0.2 3.0.2
shelf_static - 1.1.3 1.1.3
shelf_web_socket - 3.0.0 3.0.0
source_map_stack_trace - 2.1.2 2.1.2
source_maps - 0.10.13 0.10.13
source_span - 1.10.2 1.10.2
stack_trace - 1.12.1 1.12.1
stream_channel - 2.1.4 2.1.4
string_scanner - 1.4.1 1.4.1
term_glyph - 1.2.2 1.2.2
test_api - 0.7.12 0.7.12
test_core - 0.6.18 0.6.18
typed_data - 1.4.0 1.4.0
vm_service - 15.2.0 15.2.0
watcher - 1.2.1 1.2.1
web - 1.1.1 1.1.1
web_socket - 1.0.1 1.0.1
web_socket_channel - 3.0.3 3.0.3
webkit_inspection_protocol - 1.2.1 1.2.1
xml - 7.0.1 7.0.1
yaml - 3.1.3 3.1.3

To reproduce run dart pub outdated --no-dev-dependencies --up-to-date --no-dependency-overrides.

The constraint `^1.1.8` on dartcv4 does not support the stable version `2.1.0`.

Try running dart pub upgrade --major-versions dartcv4 to update the constraint.

Passed check 10/10 points: Package supports latest stable Dart and Flutter SDKs

Failed check 0/20 points: Compatible with dependency constraint lower bounds

downgrade analysis failed failed with 10 errors:

  • UNDEFINED_FUNCTION - bin/example2.dart:97:25 - The function 'loadModuleBinary' isn't defined.
  • UNDEFINED_FUNCTION - bin/example2.dart:136:11 - The function 'saveModuleBinary' isn't defined.
  • EXTRA_POSITIONAL_ARGUMENTS - lib/core/matrix.dart:59:17 - Too many positional arguments: 0 expected, but 3 found.

Run dart pub downgrade and then dart analyze to reproduce the above problem.

You may run dart pub upgrade --tighten to update your dependency constraints, see dart.dev/go/downgrade-testing for details.

Analyzed with Pana 0.23.12, Dart 3.12.2.

Check the analysis log for details.

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A high-performance Dart & CUDA Deep Learning engine with Autograd and AFT support.

Repository (GitHub)
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Topics

#machine-learning #cuda #gpu #ai

License

GPL-3.0 (license)

Dependencies

bishop, dartcv4, ffi, image, path, test

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