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+ # ICWDS final release bundle — C6-A-R1
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+
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+ Recommended reconstruction output: **Model**.
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+
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+ Main pipeline:
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+
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+ ```text
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+ Raw E(f, theta)
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+ -> CNN wave-system segmentation / artifact-aware clean front end
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+ -> VAE semantic + residual codec
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+ -> exact 30-byte packet
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+ -> LDM.pt / PACKAGE.pt
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+ -> Model reconstruction
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+ ```
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+
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+ Canonical backend files:
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+
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+ - `LDM.pt`: shore-side clean latent diffusion backend.
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+ - `PACKAGE.pt`: complete deployment package.
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+ - Both are byte-exact aliases of the verified C5-C deployment package.
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+ - SHA-256: `e8225e64f93aca8dd8c89e5e59ffd0c9e627fb0e26318a2d68ce00577d5e5975`
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+
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+ Evaluation data loading:
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+
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+ ```text
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+ HF repository file list
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+ -> resumable local Parquet shard download
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+ -> local PyArrow row-group sampling
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+ -> compressed NPZ evaluation cache
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+ ```
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+
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+ No `streaming=True` iteration is used, so transient HTTP body truncation no longer aborts the evaluation loop.
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+
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+ True legacy-system checkpoint status: `True`.
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+ Comparison level: `true_old_system`.
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+
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+ HF destination:
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+
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+ ```text
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+ wuff-mann/Wave_compress_system/WaveCleanLDM/C6A_R1_FinalArchiveRobust/latest/
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+ ```