Stage
Scored
12 of 12 stages
Settled in
24h 47m
committed Oct 11, 20:55 UTC
Round score
0.6532
0 is baseline speed
p99 latency
—
ceiling 2000 / 50 ms
Round 16: scored · 0.6532
12/12 stages
Intake & gates
6/6Patch hash recorded; awaiting fetch.
{
"hotkey": "5G1ArRcQ2UbYXs7yUFRqPGmhtpJYS5NQLJkzAvMgnkS1PY33",
"payment_tx": 6,
"commit_block": 9262456,
"payment_block": 9262453,
"patch_fingerprint": "sha256:458b75d4f5196f85dd9a3107956a1e65847a9ef4b5a9ada271f21653709d0af1"
}A worker claimed the submission and started the pipeline.
{
"job_id": 234
}Patch artifact retrieved from object storage.
{
"size": 400162,
"patch_hash": "sha256:75c08020428d817d74d39eb3d702d487192cb99bbd0ca46c50c5448fa4a744b0"
}Integrity and path constraints checked.
{
"identity": "ok",
"patch_hash": "sha256:75c08020428d817d74d39eb3d702d487192cb99bbd0ca46c50c5448fa4a744b0"
}Patch applied onto the baseline checkout.
{
"ok": true
}Public API / surface compatibility held.
{
"files": [
"python/sglang/kernels/jit/csrc/elementwise/lean_gemma_rmsnorm.cuh",
"python/sglang/kernels/jit/csrc/gemm/fp8_blockwise/fp8_blockwise_scaled_mm_sm120.cuh",
"python/sglang/kernels/jit/csrc/gemm/int4n/int4n_gemm.cuh",
"python/sglang/kernels/jit/csrc/gemm/marlin/gptq_marlin.cuh",
"python/sglang/kernels/jit/csrc/gemm/marlin/kernel.h",
"python/sglang/kernels/jit/csrc/gemm/marlin/marlin_template.h",
"python/sglang/kernels/ops/attention/fla/gdn_replayssm_spec_decode.py",
"python/sglang/kernels/ops/attention/fla/layernorm_gated.py",
"python/sglang/kernels/ops/attention/fused_qk_rmsnorm_rope_gate.py",
"python/sglang/kernels/ops/elementwise/cast_copy.py",
"python/sglang/kernels/ops/elementwise/elementwise.py",
"python/sglang/kernels/ops/embeddings/vocab_parallel_embedding.py",
"python/sglang/kernels/ops/gemm/fp8_blockwise_gemm.py",
"python/sglang/kernels/ops/kvcache/kv_indices.py",
"python/sglang/kernels/ops/layernorm/lean_norm.py",
"python/sglang/kernels/ops/mamba/causal_conv1d_triton.py",
"python/sglang/kernels/ops/quantization/gptq_marlin.py",
"python/sglang/kernels/ops/quantization/int4n_gemm.py",
"python/sglang/kernels/ops/speculative/attn_args.py",
"python/sglang/kernels/ops/speculative/cache_locs.py",
"python/sglang/kernels/ops/speculative/commit_indices.py",
"python/sglang/kernels/ops/speculative/reject_sampling.py",
"python/sglang/launch_server.py",
"python/sglang/srt/arg_groups/spec_xqa_defaults.py",
"python/sglang/srt/arg_groups/speculative_hook.py",
"python/sglang/srt/environ.py",
"python/sglang/srt/layers/attention/flashinfer_backend.py",
"python/sglang/srt/layers/attention/hybrid_linear_attn_backend.py",
"python/sglang/srt/layers/attention/linear/gdn_backend.py",
"python/sglang/srt/layers/attention/trtllm_mha_backend.py",
"python/sglang/srt/layers/l2_prefetch.py",
"python/sglang/srt/layers/layernorm.py",
"python/sglang/srt/layers/logits_processor.py",
"python/sglang/srt/layers/quantization/fp8.py",
"python/sglang/srt/layers/quantization/fp8_utils.py",
"python/sglang/srt/layers/quantization/marlin_a_prologue.py",
"python/sglang/srt/layers/quantization/nvfp4_decode.py",
"python/sglang/srt/layers/skinny_linear.py",
"python/sglang/srt/layers/vocab_parallel_embedding.py",
"python/sglang/srt/managers/overlap_utils.py",
"python/sglang/srt/managers/scheduler.py",
"python/sglang/srt/mem_cache/memory_pool.py",
"python/sglang/srt/model_executor/forward_batch_info.py",
"python/sglang/srt/model_executor/runner_backend/full_cuda_graph_backend.py",
"python/sglang/srt/models/qwen2_moe.py",
"python/sglang/srt/models/qwen3_5.py",
"python/sglang/srt/models/qwen3_5_mtp.py",
"python/sglang/srt/models/qwen3_vl.py",
"python/sglang/srt/speculative/draft_fp8_lm_head.py",
"python/sglang/srt/speculative/draft_vocab_subset.py",
"python/sglang/srt/speculative/eagle_draft_cuda_graph_runner.py",
"python/sglang/srt/speculative/eagle_info.py",
"python/sglang/srt/speculative/eagle_utils.py",
"python/sglang/srt/speculative/eagle_worker_common.py",
"python/sglang/srt/speculative/eagle_worker_v2.py",
"python/sglang/srt/speculative/fast_softmax.py",
"python/sglang/srt/speculative/spec_utils.py",
"python/sglang/srt/utils/host_marks.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@sha256:8c5e4108f9f2cd0adddb1761301277da38e7b077ee649b8911c9cecabb2cbe53",
"image_digest": "sha256:8c5e4108f9f2cd0adddb1761301277da38e7b077ee649b8911c9cecabb2cbe53"
}Candidate engine image built and digest pinned.
{
"mock": false,
"build_log": "/var/log/pareton/builds/ae76ce61-03bc-4dfa-9e98-0e4148689850/build.log",
"image_ref": "ghcr.io/pareton-ai/pareton-engine@sha256:8c5e4108f9f2cd0adddb1761301277da38e7b077ee649b8911c9cecabb2cbe53",
"image_tag": "ghcr.io/pareton-ai/pareton-engine:75c08020428d817d74d39eb3d702d487192cb99bbd0ca46c50c5448fa4a744b0"
}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": 15,
"round_id": "d8f31378-9bcc-4529-9701-1c88ad5bb168"
}The image ran and holds a round score.
{
"score": 0.6613778998258818,
"reason": null,
"ordinal": 15,
"round_id": "d8f31378-9bcc-4529-9701-1c88ad5bb168"
}