validator: optional wandb telemetry per epoch - #52
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Jun 24, 2026
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- new validator/telemetry.py (opt-in via RALPH_WANDB=1)
- logs per-epoch: submissions/accepted/rejected/meaningful_failures, king val_bpb + benchmark, standing uid/stake/vtrust/vpermit, block
- single resumed run (fixed id) so restarts continue history; auto-step so a reset epoch counter can't break wandb
- fully best-effort: missing/unauthed/erroring wandb disables it, never disrupts validation
- wired init/log_epoch/finish into service.main loop
- tests for the disabled-by-default + never-raise contract
- new validator/telemetry.py (opt-in via RALPH_WANDB=1) - logs per-epoch: submissions/accepted/rejected/meaningful_failures, king val_bpb + benchmark, standing uid/stake/vtrust/vpermit, block - single resumed run (fixed id) so restarts continue history; auto-step so a reset epoch counter can't break wandb - fully best-effort: missing/unauthed/erroring wandb disables it, never disrupts validation - wired init/log_epoch/finish into service.main loop - tests for the disabled-by-default + never-raise contract Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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