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v1.1.0 source code.zip (566.2 kB)
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| Name | Modified | Size | Downloads / Week |
|---|---|---|---|
| Parent folder | |||
| README.md | 2023-10-30 | 974 Bytes | |
| v1.1.0 source code.tar.gz | 2023-10-30 | 318.4 kB | |
| v1.1.0 source code.zip | 2023-10-30 | 566.2 kB | |
| Totals: 3 Items | 885.6 kB | 0 | |
Changed
- Replace sync.Cond with a close of channel in the broadcasting mechanism of autograd ag package
- Refactor Matrix interface to extend from Tensor
- Replace ag.Node and ag.DualValue with mat.Tensor
- Breaking change: New single NewDense function accepting functional options (WithShape, WithBacking, WithGrad)
- Refactor BaseParam struct to embed mat.Matrix
- Remove Variable and enable gradient accumulation in Matrix
- Revise backward method and eliminate truncated backpropagation
- Backward function to require explicit output gradients to be accumulated beforehand
- Move package fn out of package ag and rename it to gradfn as mat subpackage
Removed
- Remove the parameter name to simplify the code and reduce unnecessary complexity (e.g., Introspect())
- Remove concurrent matrix-vector multiplication as it requires more careful considerations
- Remove the export feature in dot format
- Remove "spago" tag annotations on embeddings