Job instance 582687

Name wu_0_g492564_51103_0
Workunit 593922
Created 7 Feb 2026, 8:44:15 UTC
Sent 7 Feb 2026, 8:44:26 UTC
Report deadline 14 Feb 2026, 8:44:26 UTC
Received 7 Feb 2026, 8:54:29 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 34
Run time 3 min 21 sec
CPU time 2 min 47 sec
Priority 0
Validate state Valid
Credit 23.52
Device peak FLOPS 1,129.60 GFLOPS
Application version Axiom Federated AI (GPU) v3.41 (cuda)
x86_64-pc-linux-gnu
Peak working set size 1.33 GB
Peak swap size 12.95 GB
Peak disk usage 18.96 KB

Stderr output

<core_client_version>8.2.8</core_client_version>
<![CDATA[
<stderr_txt>
2026-02-07 08:50:59 (3076937): BOINC streaming wrapper starting
2026-02-07 08:50:59 (3076937): Streaming wrapper: running ../../projects/axiom.heliex.net/axiom_worker_3.41_cuda_x86_64-pc-linux-gnu (wu.json result.json)
2026-02-07 08:50:59 (3076937): Streaming wrapper: created child process 3076939
[GPU] CuPy CUDA: 1999MB total, 1951MB free
[BOINC] Starting BOINC mode
[BOINC] GPU detected: 1999MB VRAM, 1951MB free
[BOINC] Work unit: wu.json
[BOINC] Result file: result.json
[BOINC] Current directory: /var/lib/boinc/slots/7
[BOINC] Directory contents: ['axiom_worker_3.41_cuda_x86_64-pc-linux-gnu', 'boinc_lockfile', 'boinc_setup_complete', 'job.xml', 'streaming_wrapper_300_x86_64-pc-linux-gnu', 'init_data.xml', 'boinc_mmap_file', 'stderr.txt', 'result.json', 'wu.json']
[BOINC] Resolved soft link: ../../projects/axiom.heliex.net/wu_0_g492564_51103_input.json
[BOINC] Resolved soft link: ../../projects/axiom.heliex.net/wu_0_g492564_51103_0_r1177676051_0
[BOINC] Actual WU file: ../../projects/axiom.heliex.net/wu_0_g492564_51103_input.json
[BOINC] Successfully loaded work unit
[BOINC] Expert: 0
[BOINC] Run duration: 150
[BOINC] Sync interval: 999999999
[Trainer] Initializing expert 0...
[Trainer] Expert 0 initialized: 42,580,994 parameters
[Trainer] Memory usage: ~162.4 MB
[GPU] Auto batch size: 128 (1739MB free VRAM, OOM-adaptive)
[GPU] No mid-task sync (crunch mode)
[GPU] Multi-expert: 3 experts [0, 378, 399] (487MB weights)
[DataProducer] Reading from: /var/lib/boinc/Axiom/contribute
[Trainer] Starting Hebbian training loop...
[Trainer] Learning rate: 0.001
[Trainer] Weight decay: 0.999
[Trainer] Mini-batch size: 128
[Trainer] Sync interval: 999999999 samples
[GPU] Pre-loading all data for crunch mode...
[DataProducer] Preloaded 101 files -> 4,012,400 samples (501,558 bytes)
[GPU] Crunching 4,012,400 samples, batch=128, 3 expert(s) round-robin
[GPU] OOM! Batch halved to 64
[GPU] OOM! Batch halved to 32
[WeightSync] Connecting to ws://65.21.196.61:8765...
[WeightSync] Connected!
[Sync] Worker-0: Received peer delta (15% merge)
[Sync] Worker-0: Received peer delta (15% merge)
[Sync] Worker-0: Received peer delta (15% merge)
[GPU] Expert 0: 2,624 samples
[GPU] Expert 378: 2,624 samples
[GPU] Expert 399: 2,592 samples
[Sync] Worker-0: Received peer delta (15% merge)
[BOINC] Training stopped. 7,840 total samples
[BOINC] CUDA synced, memory freed
[BOINC] Compressed expert 0 (delta=0.1s, compress=0.3s)
[BOINC] Compressed expert 378 (delta=0.1s, compress=0.2s)
[BOINC] Compressed expert 399 (delta=0.1s, compress=0.3s)
[BOINC] Flushed expert 0: 2613 samples
[BOINC] Flushed expert 378: 2613 samples
[BOINC] Flushed expert 399: 2613 samples
[Sync] Worker-0: Received peer delta (15% merge)
[BOINC] Timeout waiting for tasks
[BOINC] Complete: syncs=0, samples=7840
2026-02-07 08:54:18 (3076937): axiom_worker_3.41_cuda_x86_64-pc-linux-gnu exited; CPU time 164.835646
2026-02-07 08:54:18 (3076937): called boinc_finish(0)

</stderr_txt>
]]>

Network Statistics
38
Contributors
11,887,650
Total Syncs
420
Experts
151,326,327
Credits
BOINC
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