Refactor geometry feature loaders and enhance distributed client status reporting
- Updated GTGeometryLoader to streamline geometry vector computation and caching. - Introduced UNetGeometryLoader for UNet-derived geometry vectors. - Added sample collection method in PapilaBundle for better data handling. - Refined GeometrySegEncoder and ImageEncoder to utilize new sample collection. - Enhanced distributed client with heartbeat mechanism for improved job tracking. - Added new configuration files for UNet-derived geometry integration.
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[
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{
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"_note": "GT-derived 5-feature CDR vector injected into cd via EPC. Re-run with bug fix (rasterisation now in original image space, not 512x512 canvas). 3 reps.",
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"run_name": "experiments/tri_v1/geom_vec_gt",
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"reps": 3
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}
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]
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[
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{
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"_note": "UNet-derived 5-feature CDR vector injected into cd via EPC. 3 reps.",
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"run_name": "experiments/tri_v1/geom_vec_unet",
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"reps": 3
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}
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]
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