Stage
Scored
12 of 12 stages
Settled in
5h 47m
committed Oct 15, 13:30 UTC
Round score
0.2231
0 is baseline speed
p99 latency
—
ceiling 2000 / 50 ms
Round 3: scored · 0.2231
12/12 stages
Intake & gates
6/6Patch hash recorded; awaiting fetch.
{
"hotkey": "5Gy2ymrSM2CLiZhtM4oyfca4CBrmwq8Brbez4oAo8fcvB5Vc",
"payment_tx": 16,
"commit_block": 9289030,
"payment_block": 9289027,
"patch_fingerprint": "sha256:93db5a0c3f8745ffa9ecc145c48c770000dc479b6d96a65e92fb1c77b08525e8"
}A worker claimed the submission and started the pipeline.
{
"job_id": 268
}Patch artifact retrieved from object storage.
{
"size": 479934,
"patch_hash": "sha256:253149a339c30a4b3db345df18d26417836e6ae1ce7c977b67aa17afdad9365c"
}Integrity and path constraints checked.
{
"identity": "ok",
"patch_hash": "sha256:253149a339c30a4b3db345df18d26417836e6ae1ce7c977b67aa17afdad9365c"
}Patch applied onto the baseline checkout.
{
"ok": true
}Public API / surface compatibility held.
{
"files": [
"python/sglang/kernels/jit/csrc/elementwise/l2_prefetch.cuh",
"python/sglang/kernels/jit/csrc/kimi_k3/comm/dcp_a2a.cuh",
"python/sglang/kernels/jit/csrc/kimi_k3/comm/ls2_ar.cuh",
"python/sglang/kernels/jit/csrc/kimi_k3/comm/ls2_norm.cuh",
"python/sglang/kernels/jit/csrc/kimi_k3/comm/up_ag.cuh",
"python/sglang/kernels/jit/csrc/moe/k3_moe_grid_trim.cuh",
"python/sglang/kernels/jit/csrc/moe/route_quant_fused.cuh",
"python/sglang/kernels/jit/csrc/moe/route_radix.cuh",
"python/sglang/kernels/ops/attention/fla/kda_replayssm_spec_decode.py",
"python/sglang/kernels/ops/attention/k3_draft_fold.py",
"python/sglang/kernels/ops/attention/k3_mla_pq.py",
"python/sglang/kernels/ops/attention/kda_decode_mtp.py",
"python/sglang/kernels/ops/communication/all_reduce_residual.py",
"python/sglang/kernels/ops/communication/k3_dcp_a2a.py",
"python/sglang/kernels/ops/communication/k3_ls2_ar.py",
"python/sglang/kernels/ops/communication/k3_ls2_norm.py",
"python/sglang/kernels/ops/communication/k3_up_ag.py",
"python/sglang/kernels/ops/elementwise/l2_prefetch.py",
"python/sglang/kernels/ops/gemm/cutedsl_bf16_gemm.py",
"python/sglang/kernels/ops/gemm/cutedsl_bf16_gemm_k3sk.py",
"python/sglang/kernels/ops/gemm/kimi_k3.py",
"python/sglang/kernels/ops/moe/k3_moe_grid_trim.py",
"python/sglang/kernels/ops/moe/moe_route_quant_fused.py",
"python/sglang/kernels/ops/speculative/dspark/dspark_accept.py",
"python/sglang/kernels/ops/speculative/dspark/fused_accept.py",
"python/sglang/kernels/ops/speculative/dspark/fused_markov.py",
"python/sglang/srt/arg_groups/cuda_graph_hook.py",
"python/sglang/srt/distributed/device_communicators/configs/custom_all_reduce_v2.py",
"python/sglang/srt/distributed/device_communicators/custom_all_reduce_v2.py",
"python/sglang/srt/distributed/device_communicators/triton_symm_mem_ag.py",
"python/sglang/srt/layers/attention/cutedsl_mla_backend.py",
"python/sglang/srt/layers/attention/linear/kda_backend.py",
"python/sglang/srt/layers/attention/trtllm_mha_backend.py",
"python/sglang/srt/layers/communication/k3_ar_fusion.py",
"python/sglang/srt/layers/dcp/comm.py",
"python/sglang/srt/layers/moe/moe_runner/flashinfer_trtllm.py",
"python/sglang/srt/layers/moe/moe_runner/k3_moe_premeta.py",
"python/sglang/srt/layers/moe/route_quant_handoff.py",
"python/sglang/srt/model_executor/model_runner.py",
"python/sglang/srt/model_executor/runner/flashinfer_autotune.py",
"python/sglang/srt/models/deepseek_common/attention_forward_methods/forward_mla.py",
"python/sglang/srt/models/dspark.py",
"python/sglang/srt/models/kimi_k3.py",
"python/sglang/srt/speculative/dspark_components/adaptive_verify.py",
"python/sglang/srt/speculative/dspark_components/dspark_draft.py",
"python/sglang/srt/speculative/dspark_components/dspark_draft_sampler.py",
"python/sglang/srt/speculative/dspark_components/dspark_verify.py",
"python/sglang/srt/speculative/dspark_components/dspark_worker_v2.py",
"python/sglang/srt/speculative/dspark_components/exact_accept.py",
"python/sglang/srt/speculative/spec_tp_sync.py"
]
}Build
3/3Hermetic engine image build in progress.
No structured detail recorded for this step.
Candidate engine image pushed to the registry.
{
"image_ref": "ghcr.io/pareton-ai/pareton-engine@sha256:f31c78fc0735aa468a4038796f6d66656a937cf3a1cca7801ac7125b662e6981",
"image_digest": "sha256:f31c78fc0735aa468a4038796f6d66656a937cf3a1cca7801ac7125b662e6981"
}Candidate engine image built and digest pinned.
{
"mock": false,
"build_log": "/var/log/pareton/builds/66880499-87ed-496a-82ee-0934f55cf20b/build.log",
"image_ref": "ghcr.io/pareton-ai/pareton-engine@sha256:f31c78fc0735aa468a4038796f6d66656a937cf3a1cca7801ac7125b662e6981",
"image_tag": "ghcr.io/pareton-ai/pareton-engine:253149a339c30a4b3db345df18d26417836e6ae1ce7c977b67aa17afdad9365c"
}Round
3/3Waiting to be seated in a round.
No structured detail recorded for this step.
Seated in a round; waiting to run or running.
{
"ordinal": 3,
"round_id": "031ed7a0-e0e9-44b4-bce0-728750ab9eac"
}The image ran and holds a round score.
{
"score": 0.22313317880446043,
"reason": null,
"ordinal": 6,
"round_id": "4600ee4a-4b1e-404d-af1c-964ec63f3784",
"operator_recovery": {
"type": "operator_round_recovery",
"reason": "Operator accepts baseline repeatability risk to recover completed measurements without rerunning GPU work.",
"ordinal": 6,
"round_id": "4600ee4a-4b1e-404d-af1c-964ec63f3784",
"recorded_at": "2026-10-15T19:11:42.325151+00:00",
"approval_text": "yes approve",
"approval_source": "interactive campaign operator approval via Devin CLI",
"evidence_s3_url": "s3://pareton-s3/stage0/evidence/rounds/4600ee4a-4b1e-404d-af1c-964ec63f3784/4c218347-bab7-4499-b233-4f37134909aa-operator-recovery-20261015-20d5ca21b88d.tar.gz",
"measurements_changed": false,
"normal_drift_ceiling": 0.1,
"original_void_reason": "baseline_drift",
"actual_baseline_drift": 0.23783473312862324,
"frontend_code_changed": false,
"original_entry_reason": null,
"original_entry_status": "running",
"scoring_policy_change": "Apply #201 natural-stop v5 variance handling to all entries; retain raw variance and all correctness verdicts.",
"evidence_bundle_sha256": "sha256:f2bfb3957221bbf09a75039ad2b91a3c385e213e2bd43d2d0f0b0cda5434b64c",
"original_report_sha256": "805c244246a4e20092e2d2e475a752797cc5f8d18ab6ebcb82ac8f34d606f2d7",
"approved_preview_sha256": "20d5ca21b88d289dc5a377bb15ddea558eef3ed678abae1ab6878b72e6d3fafc",
"scoring_policy_revision": "33c2cca21dfa7c40691e94d265752865cf3cd194",
"global_threshold_changed": false,
"cancelled_successor_round_id": "489009d7-eb45-40a9-93d3-024f0873da12",
"approved_proposed_report_sha256": "d116269f2b8fa119214d02e94b23a8cc1362394d82fbeefbda9933dddafdc2c8",
"baseline_drift_waived_for_this_round_only": true
}
}