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dtch1997 / sae-eap

Edge attribution patching with SAEs
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refactor: node #4

Closed dtch1997 closed 1 week ago

dtch1997 commented 1 week ago

Summary by CodeRabbit

coderabbitai[bot] commented 1 week ago

Walkthrough

The recent updates have primarily revolved around refactoring and enhancing the existing graph-related classes and utilities. Key changes include the introduction of the TensorGraphIndexer class for better handling of tensor-based graphs, updates to sae_eap/graph/viz.py for consistent graph operations, and the creation of the DeviceManager class for more versatile device management in sae_eap/utils.py.

Changes

Files Summary
sae_eap/graph/index.py Refactored to introduce TensorGraphIndexer, updated node indexing logic, and modified import statements and method signatures.
sae_eap/graph/viz.py Updated to use TensorGraph instead of Graph for graphical visualization of tensor-based graphs.
sae_eap/utils.py Introduced DeviceManager class, added get_default_device function, and refactored get_device function to be part of the new class.

Sequence Diagrams

sequenceDiagram
    participant User
    participant TensorGraph
    participant TensorGraphIndexer

    User->>TensorGraph: Instantiate TensorGraph
    User->>TensorGraphIndexer: Instantiate TensorGraphIndexer with TensorGraph
    TensorGraphIndexer->>TensorGraph: build_index(graph)
    TensorGraph->>TensorGraphIndexer: Return indexed graph
sequenceDiagram
    participant User
    participant DeviceManager

    User->>DeviceManager: instantiate DeviceManager
    User->>DeviceManager: set_device(device)
    User->>DeviceManager: use_device() as context manager
    DeviceManager-->>User: Ignoring changes
    User->>DeviceManager: get_device()
    DeviceManager-->>User: Return current device

Poem

In the garden where tensors grow,
Indexers dance, they ebb and flow,
Devices now with care we switch,
Graphs visualize without a hitch.
Change is here, the code's refined,
With each commit, success we'll find!

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