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Issue 013: Add end-to-end data pipeline smoke tests and docs Context After the registry, schemas, memmap store, manifest builder, crop sampler, and pretraining dataset exist, add a small end-to-end test ...

Issue 012: Implement unlabeled attribute-volume dataset for MAE pretraining Context The MAE pretraining model will consume randomly sampled local/context crops from NOPIMS manifests. This issue creates ...

Issue 011: Implement local and context crop sampler Context The MVP uses fixed crop sizes: local_crop_size: [128, 128, 128] context_crop_size: [512, 512, 512] context_downsample: 4 context_after_downsample: ...

Issue 010: Implement NOPIMS manifest builder for .npy attribute volumes Context NOPIMS pretraining data will be stored under: /home/dcuser/data/NOPIMS/ The MVP expects approximately 100 3D surveys. ...

Issue 009: Implement .npy memmap volume store Context The MVP input format is .npy memmap. Volumes must be read as [X, Y, Z] arrays using: np.load(path, mmap_mode= r ) Do not use raw np.memmap on .npy ...

Issue 008: Define manifest records and dataset sample schema Context The MVP uses NOPIMS .npy memmap volumes for external pretraining. Before implementing model code, define the data contracts for survey ...

Issue 007: Implement MVP attribute registry and stable attribute IDs Context The repository now has the package scaffold and fixed MVP config values. The next implementation phase needs a single source ...

Summary A stale .pytest_cache/ directory exists outside the repository, at the parent workspace folder: /Users/jakerecharte/CWG - Coding With Git/.pytest_cache/ - stray (outside repo) /Users/jakerecharte/CWG ...
tier-3

Summary mlx/backend/metal/kernels/quantized.metal translates to Vulkan SPIR-V assembly, but spirv-as rejects the generated module because large bit-packing constants are emitted as signed 32-bit integer ...

Related to #220, #231, and #233. Goal Once the portable local Python sandbox exists, make it available by default so users can ask boltzstack-engine-chat to run simple Python tasks such as sleeping, ...
documentation
enhancement
python
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