Use xdist for faster multi-processing-based tests#102
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jbcoe wants to merge 3 commits intoNetHack-LE:mainfrom
Closed
Use xdist for faster multi-processing-based tests#102jbcoe wants to merge 3 commits intoNetHack-LE:mainfrom
jbcoe wants to merge 3 commits intoNetHack-LE:mainfrom
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This commit resolves a non-determinism issue in `TtyrecDataset` where the order of loaded games could vary between runs. The previous implementation used a single data loading function with a shared lock (`threading.Lock`) for all workers. This created a race condition where multiple threads competed to fetch the next game, resulting in an unpredictable data order. The fix introduces a deterministic assignment of games to each worker: - A new `_make_load_fns` method creates a separate, dedicated data loading function for each batch dimension. - Each function is assigned a unique, non-overlapping sequence of games by striding over the global `gameids` list. This eliminates the need for a shared lock and guarantees a deterministic loading order. The corresponding tests in `test_minibatches` have also been updated to validate this new, deterministic behavior.
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This disables benchmarks which was the slow bit. |
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Requires #104 to be merged first.
Some issues around benchmarks need investigating (they are currently auto-disabled).