Local NoCap GPU-hours (CSV evidence only)

Estimate from local train_time_ms columns only. No Modal billing, no deploy queries.

Method

Sources: nocap-repo/results/**/*.csv and cf-pages-nocap-agent-dev/data/*.csv
Per file: train_time_ms = max over rows (equals last non-empty in all scanned files)
Hours = train_time_ms / 3.6e6
Deduped byte-identical copies (SHA-256); preferred path keeps repo log.csv over public bundle / archive mirrors
Scanned 101 CSVs with train_time_ms → 90 unique runs after dedupe (11 identical copies dropped)

72.03 GPU-hours measured training clock (sum of unique runs).

Family	Runs	Hours	Share
`f1`	5	19.47	27.0%
`claim_stack`	4	14.66	20.4%
`theory_split_qkv_p2400`	4	5.76	8.0%
`colab_wave`	4	3.93	5.4%
`curation`	6	3.68	5.1%
`theory_tv6`	2	3.58	5.0%
`systems_v1`	20	2.95	4.1%
`theory_tv1`	4	2.55	3.5%
`theory_tv7`	4	2.45	3.4%
`indeea`	9	2.00	2.8%
`horizon`	4	1.58	2.2%
`theory_tv2`	2	1.26	1.8%
`theory_tv4`	2	1.26	1.7%
`theory_tv3`	2	1.25	1.7%
`theory_tv8`	2	1.22	1.7%
`theory_tv5`	2	1.21	1.7%
`wave2`	6	1.17	1.6%
`wave4`	2	1.13	1.6%
`wave3`	4	0.68	1.0%
`theory_research_atomic`	2	0.23	0.3%
Total	90	72.03	100%

All theory_*: 20.78 h (26 runs)
All waves (wave2–wave4 + colab_wave): 6.91 h (16 runs)
systems_v1: 2.95 h (20 runs; 10 basename pairs across workspaces decelzora / lov36492 with non-identical content — counted as separate runs)

Hours	Family	Max step	Path
3.98	`claim_stack`	4768	`results/claim_muon_par/log.csv`
3.95	`f1`	4768	`results/finals/f2b_record/log.csv`
3.92	`f1`	4768	`results/finals/f2_record/log.csv`
3.89	`f1`	4768	`results/f1_seal/log.csv`
3.86	`f1`	4768	`results/f1_seal_bcarol/log.csv`
3.84	`f1`	4768	`results/f1_baseline/log.csv`
3.59	`claim_stack`	4768	`results/claim_stack_v1/seed2029/cand_log.csv`
3.56	`claim_stack`	4768	`results/claim_stack_v1/seed2029/stock_log.csv`
3.53	`claim_stack`	4768	`results/claim_stack_v1/seed4242/cand_log.csv`
1.81	`theory_tv6`	2400	`results/theory_adam_lr_persistence_2400_v1/tv6_adamlr_persist_0030_seed42_2400/log.csv`
1.77	`theory_tv6`	2400	`results/theory_adam_lr_persistence_2400_v1/tv6_adamlr_persist_0018_seed42_2400/log.csv`
1.76	`theory_split_qkv_p2400`	2400	`results/decelzora_archive_20260714/p2400_split/log.csv`
1.47	`theory_split_qkv_p2400`	2000	`results/theory_split_qkv_cheap_p2400_v1/split_live/log.csv`
1.43	`theory_split_qkv_p2400`	1900	`results/theory_split_qkv_cheap_p2400_v1/partial_joint_preempt/log.csv`
1.37	`colab_wave`	400	`results/colab-accountA/w13_prior_off/log.csv`
1.36	`colab_wave`	400	`results/colab-accountA/w13_prior_on/log.csv`
1.10	`theory_split_qkv_p2400`	1450	`results/decelzora_archive_20260714/p2400_joint_restart/log.csv`
1.02	`colab_wave`	300	`results/colab-accountA/w11_fp16/log.csv`
0.66	`theory_tv1`	800	`results/theory_v1/tv1_prior_learn_base800/log.csv`
0.64	`theory_tv2`	800	`results/theory_v1/tv2_handoff_step600_800/log.csv`

Hours	Flags	Path
1.426	partial_path	`nocap-repo/results/theory_split_qkv_cheap_p2400_v1/partial_joint_preempt/log.csv`
0.173	few_rows	`nocap-repo/results/colab-accountA/w14_warmdown/log.csv`
0.166	partial_path, short_horizon(step=200/800), no_final	`nocap-repo/results/research_atomic_v1/partials/tv10_interleave_partial/tv10_order_interleave_seed7070_800/log.csv`
0.062	few_rows, partial_path, short_horizon(step=50/800), no_final	`nocap-repo/results/research_atomic_v1/partials/tv11_muonlr_025_partial/tv11_muonlr_025_seed8080_800/log.csv`

4 unique runs flagged (still included in the total; they contribute measured clock only).

Kept hours	Kept	Dropped
3.89	`nocap-repo/results/f1_seal/log.csv`	`cf-pages-nocap-agent-dev/data/f1_seal.csv`
3.86	`nocap-repo/results/f1_seal_bcarol/log.csv`	`nocap-repo/results/claim_stack_v1/seed2029/f1_baseline.csv`<br>`cf-pages-nocap-agent-dev/data/f1_claim_w2.csv`
3.59	`nocap-repo/results/claim_stack_v1/seed2029/cand_log.csv`	`nocap-repo/results/claim_stack_v1/seed2029/claim_stack_s2_cand_seed2029_4768.csv`<br>`cf-pages-nocap-agent-dev/data/s2029_cand.csv`
3.56	`nocap-repo/results/claim_stack_v1/seed2029/stock_log.csv`	`nocap-repo/results/claim_stack_v1/seed2029/claim_stack_s2_stock_seed2029_4768.csv`<br>`cf-pages-nocap-agent-dev/data/s2029_stock.csv`
3.53	`nocap-repo/results/claim_stack_v1/seed4242/cand_log.csv`	`cf-pages-nocap-agent-dev/data/s4242_cand.csv`
1.43	`nocap-repo/results/theory_split_qkv_cheap_p2400_v1/partial_joint_preempt/log.csv`	`nocap-repo/results/decelzora_archive_20260714/p2400_joint_partial/log.csv`
0.61	`nocap-repo/results/theory_split_qkv_cheap_v1_decelzora/tv7_splitqkv_cheap_joint_seed3141_800/log.csv`	`nocap-repo/results/decelzora_archive_20260714/cheap_v1_3141/tv7_splitqkv_cheap_joint_seed3141_800/log.csv`
0.61	`nocap-repo/results/theory_split_qkv_cheap_v1_decelzora/tv7_splitqkv_cheap_split_seed3141_800/log.csv`	`nocap-repo/results/decelzora_archive_20260714/cheap_v1_3141/tv7_splitqkv_cheap_split_seed3141_800/log.csv`

train_time_ms ≠ billed Modal GPU-hours. This is wall-clock accumulated inside the training loop as logged.
Lower bound of measured training clocks only: excludes idle GPU time, container spin-up, compile/warmup outside the logged timer (if any), failed spawns, retries that left no CSV, and jobs with no local artifact.
Multi-workspace evidence (decelzora, lov36492, bcarol, colab-accountA, indeea) may reflect parallel or repeated campaigns; byte-identical copies are deduped, but near-duplicate runs with different logs are counted separately.
Public bundle CSVs under data/ are mirrors of claim/f1 logs and were folded into the unique set.
Incomplete/partial runs are included at their measured max(train_time_ms) only.

_Generated from local CSV scan; total 72.03 h across 90 unique runs._