← GPU latency results

gpu/shape_stream

Legacy report: ingestion provenance is unrecorded; no raw artifact is inferred.

Original report

CUDA whole-sequence shape/cache diagnostics

• Timings: data/results/nvidia-gpu/gpu/perf_issues/20261013_221324 (physical GPU0, GPU-a78d5217-eba3-72c2-3d5b-8ae496ebbc2e).
• Counters/checks: data/verification/nvidia-gpu/gpu/shape_stream/20261013_215852 (physical GPU1, GPU-ed896702-ca5c-93f6-2537-06fffdac4a91).
• Hardware: NVIDIA GeForce RTX 3060; driver 580.178.04.
• tenferro-rs: e04d33dd2ab9f4e392b8cd63d6df2b43efdb54cb.
• Harness: timings ef26601d66a7333261ec1c981caf6073be2e509d, counters eaa4819f110d7a0226959890465e795d19df37d0; operation source hashes match.

Selected family: 10 latency cases and 10 separate counter cases. Other gpu/perf_issues cases are unselected here; this report establishes no full-suite coverage.

Effort: scan, 1 warmup(s), 3 measured sequences per case. CoV > 10% is a descriptive NOISY label. No paired baseline/candidate performance conclusion is drawn.

Each sample times an entire F64 batched-contraction sequence, including required planning, then native CUDA synchronization. Host enqueue is the interval before that final synchronization; neither column is device-kernel-only time. Inputs/uploads, entered session, library initialization, cache reset, declared key prewarming and retention storage are outside timing. Full-output validation/download/destruction follow clock stop. The plan bound is 64. CubeCL compiled kernels, cuTENSOR handle and allocator pools remain initialized.

Sequence latency

Values are median (inclusive IQR) µs per sequence. Sequence lengths and shapes differ by mode; the table reports each declared workflow without converting their differences into operation-speed ratios.

Untimed public counters on GPU1

Deltas use the first snapshot after reset/prewarming and the final snapshot after output drop. Workspace bytes describe retained shared scratch, not total allocator reservations. Public stats expose no separate plan-build counter; cache misses are reported without substituting them for builds. All per-command enqueue/completion/drop observations remain in the raw records.

Exact sequence definitions

Ordered keys and public input shape/stride descriptors used by each timing case. Repeated keys share the descriptor recorded once below; dtype is F64.

shape_stream_f64_n16_fixed-warm_latency

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shape_stream_f64_n16_mixed-warm_latency

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shape_stream_f64_n16_fresh_latency

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shape_stream_f64_n16_capacity-thrash_latency

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shape_stream_f64_n16_equal-shape-strides_latency

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shape_stream_f64_n64_fixed-warm_latency

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shape_stream_f64_n64_mixed-warm_latency

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shape_stream_f64_n64_fresh_latency

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shape_stream_f64_n64_capacity-thrash_latency

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shape_stream_f64_n64_equal-shape-strides_latency

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