cs249r_book/book/tools/audit/artifacts/chapter_pdf_audit.md

Chapter PDF audit ledger

Updated: 2026-06-12T14:36:48.388157+00:00

Per-chapter PDF build → keep-tex scan (math env balance + error patterns) → pdftotext scan.

Vol	Chapter	Status	Build	TeX	Math	PDF text	Prose	Registry	s	KB	Notes
vol1	appendix_algorithm	pass	✅	✅	✅	✅	✅	✅	11.8	1369	OK — PDF+TeX clean; display_math=11, inline_math_lines=102
vol1	appendix_assumptions	pass	✅	✅	✅	✅	✅	✅	11.8	1294	OK — PDF+TeX clean; display_math=3, inline_math_lines=29
vol1	appendix_dam	pass	✅	✅	✅	✅	✅	✅	11.7	1369	OK — PDF+TeX clean; display_math=5, inline_math_lines=64
vol1	appendix_data	pass	✅	✅	✅	✅	✅	✅	12.7	1315	OK — PDF+TeX clean; display_math=15, inline_math_lines=57
vol1	appendix_machine	pass	✅	✅	✅	✅	✅	✅	13.8	1358	OK — PDF+TeX clean; display_math=15, inline_math_lines=84
vol1	benchmarking	pass	✅	✅	✅	✅	✅	✅	31.6	3334	OK — PDF+TeX clean; display_math=8, inline_math_lines=148
vol1	conclusion	pass	✅	✅	✅	✅	✅	✅	14.0	1808	OK — PDF+TeX clean; display_math=3, inline_math_lines=56
vol1	data_engineering	pass	✅	✅	✅	✅	✅	✅	26.5	5520	OK — PDF+TeX clean; display_math=14, inline_math_lines=178
vol1	data_selection	pass	✅	✅	✅	✅	✅	✅	24.4	3177	OK — PDF+TeX clean; display_math=15, inline_math_lines=209
vol1	frameworks	pass	✅	✅	✅	✅	✅	✅	27.1	3451	OK — PDF+TeX clean; display_math=8, inline_math_lines=258
vol1	hw_acceleration	pass	✅	✅	✅	✅	✅	✅	32.5	2927	OK — PDF+TeX clean; display_math=29, inline_math_lines=384
vol1	introduction	pass	✅	✅	✅	✅	✅	✅	21.6	2602	OK — PDF+TeX clean; display_math=12, inline_math_lines=87
vol1	ml_ops	pass	✅	✅	✅	✅	✅	✅	28.3	2638	OK — PDF+TeX clean; display_math=22, inline_math_lines=166
vol1	ml_systems	pass	✅	✅	✅	✅	✅	✅	25.3	3245	OK — PDF+TeX clean; display_math=12, inline_math_lines=233
vol1	ml_workflow	pass	✅	✅	✅	✅	✅	✅	19.0	2279	OK — PDF+TeX clean; display_math=3, inline_math_lines=93
vol1	model_compression	pass	✅	✅	✅	✅	✅	✅	43.9	3654	OK — PDF+TeX clean; display_math=33, inline_math_lines=298
vol1	model_serving	pass	✅	✅	✅	✅	✅	✅	23.9	3281	OK — PDF+TeX clean; display_math=21, inline_math_lines=271
vol1	nn_architectures	pass	✅	✅	✅	✅	✅	✅	30.0	3045	OK — PDF+TeX clean; display_math=38, inline_math_lines=451
vol1	nn_computation	pass	✅	✅	✅	✅	✅	✅	32.3	3688	OK — PDF+TeX clean; display_math=45, inline_math_lines=375
vol1	responsible_engr	pass	✅	✅	✅	✅	✅	✅	20.8	2695	OK — PDF+TeX clean; display_math=6, inline_math_lines=127
vol1	training	pass	✅	✅	✅	✅	✅	✅	31.0	3573	OK — PDF+TeX clean; display_math=36, inline_math_lines=422
vol2	appendix_assumptions	pass	✅	✅	✅	✅	✅	✅	11.7	5338	OK — PDF+TeX clean; display_math=4, inline_math_lines=61
vol2	appendix_c3	pass	✅	✅	✅	✅	✅	✅	11.5	5324	OK — PDF+TeX clean; display_math=7, inline_math_lines=121
vol2	appendix_communication	pass	✅	✅	✅	✅	✅	✅	11.4	5330	OK — PDF+TeX clean; display_math=15, inline_math_lines=157
vol2	appendix_dam	pass	✅	✅	✅	✅	✅	✅	10.8	5297	OK — PDF+TeX clean; display_math=5, inline_math_lines=41
vol2	appendix_fleet	pass	✅	✅	✅	✅	✅	✅	11.2	5336	OK — PDF+TeX clean; display_math=9, inline_math_lines=72
vol2	appendix_reliability	pass	✅	✅	✅	✅	✅	✅	10.5	5317	OK — PDF+TeX clean; display_math=13, inline_math_lines=53
vol2	collective_communication	pass	✅	✅	✅	✅	✅	✅	18.9	7296	OK — PDF+TeX clean; display_math=23, inline_math_lines=494
vol2	compute_infrastructure	pass	✅	✅	✅	✅	✅	✅	22.0	8503	OK — PDF+TeX clean; display_math=5, inline_math_lines=193
vol2	conclusion	pass	✅	✅	✅	✅	✅	✅	11.2	6366	OK — PDF+TeX clean; display_math=2, inline_math_lines=40
vol2	data_storage	pass	✅	✅	✅	✅	✅	✅	18.7	7155	OK — PDF+TeX clean; display_math=11, inline_math_lines=235
vol2	distributed_training	pass	✅	✅	✅	✅	✅	✅	21.6	8816	OK — PDF+TeX clean; display_math=23, inline_math_lines=433
vol2	edge_intelligence	pass	✅	✅	✅	✅	✅	✅	25.3	8477	OK — PDF+TeX clean; display_math=22, inline_math_lines=245
vol2	fault_tolerance	pass	✅	✅	✅	✅	✅	✅	26.9	11466	OK — PDF+TeX clean; display_math=25, inline_math_lines=189
vol2	fleet_orchestration	pass	✅	✅	✅	✅	✅	✅	19.9	7549	OK — PDF+TeX clean; display_math=9, inline_math_lines=169
vol2	inference	pass	✅	✅	✅	✅	✅	✅	33.9	9365	OK — PDF+TeX clean; display_math=67, inline_math_lines=419
vol2	introduction	pass	✅	✅	✅	✅	✅	✅	17.8	7250	OK — PDF+TeX clean; display_math=9, inline_math_lines=134
vol2	network_fabrics	pass	✅	✅	✅	✅	✅	✅	18.4	8110	OK — PDF+TeX clean; display_math=6, inline_math_lines=206
vol2	ops_scale	pass	✅	✅	✅	✅	✅	✅	25.8	8200	OK — PDF+TeX clean; display_math=44, inline_math_lines=461
vol2	performance_engineering	pass	✅	✅	✅	✅	✅	✅	18.2	7638	OK — PDF+TeX clean; display_math=9, inline_math_lines=198
vol2	responsible_ai	pass	✅	✅	✅	✅	✅	✅	24.2	11760	OK — PDF+TeX clean; display_math=16, inline_math_lines=178
vol2	robust_ai	pass	✅	✅	✅	✅	✅	✅	22.6	13749	OK — PDF+TeX clean; display_math=11, inline_math_lines=165
vol2	security_privacy	pass	✅	✅	✅	✅	✅	✅	27.0	11184	OK — PDF+TeX clean; display_math=30, inline_math_lines=349
vol2	sustainable_ai	pass	✅	✅	✅	✅	✅	✅	24.5	8755	OK — PDF+TeX clean; display_math=31, inline_math_lines=236

Summary: 44 pass / 0 fail / 0 pending / 44 total

Re-run one chapter: python3 book/tools/audit/chapter_pdf_verify.py --vol1 training

Archived artifacts: book/quarto/_build/pdf-audit/<vol>/<chapter>.{pdf,tex}