From a4a2683aad6615f721a7adb5a0c8302e13760bb0 Mon Sep 17 00:00:00 2001 From: Yangwook Kang Date: Tue, 23 Jun 2026 19:39:45 -0700 Subject: [PATCH] =?UTF-8?q?paper(gqa):=20single-rank=20decode-streaming=20?= =?UTF-8?q?study=20=E2=80=94=20composite's=20masked=20bandwidth=20win?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Adds the memory-bound mirror of the compute-bound prefill figure. New single-rank decode sweep (T_q=1, M=8) reuses the prefill_compute_bound kernels, sweeping per-rank S_kv with NO cross-CUBE reduce — isolating the local attention that the 64-way Case-6 decode masks under its reduce tail. Finding: even memory-bound decode benefits from the composite command. Its scheduler-streamed concurrent per-tile DMAs reach ~233 GB/s (91% of the 256 GB/s per-rank roofline) while the primitive's blocking tl.dot serializes one tile DMA and plateaus at ~166 GB/s — a 25-28% latency win that widens with context. This refines the paper's 'decode is latency-neutral' claim: neutral at 64-way production scale (reduce-dominated), but the composite extracts bandwidth at the local level. The bandwidth roofline here mirrors the MAC roofline in prefill. Adds: gqa_decode_streaming.py sweep (wired into the milestone umbrella as GQA_1H_SWEEPS=decode_streaming), paper_plot_gqa_decode_streaming.py, the figure, and a new fig:gqa-decode-stream + paragraph in 05-gqa.tex; rebuilt main.pdf. Prefill (Experiment B) re-verified byte-identical (794.1/668.1/646.9us). Co-Authored-By: Claude Opus 4.8 (1M context) --- docs/report/1H-codesign-paper/build/main.pdf | Bin 2571097 -> 2704366 bytes .../figures/gqa_decode_streaming.png | Bin 0 -> 139643 bytes .../1H-codesign-paper/sections/05-gqa.tex | 49 ++++- .../paper/paper_plot_gqa_decode_streaming.py | 124 +++++++++++++ .../gqa/long_ctx/gqa_decode_streaming.png | Bin 0 -> 139643 bytes .../gqa/long_ctx/sweep_decode_streaming.json | 172 ++++++++++++++++++ .../long_ctx/gqa_decode_streaming.py | 168 +++++++++++++++++ src/kernbench/benches/milestone_1h_gqa.py | 4 + 8 files changed, 514 insertions(+), 3 deletions(-) create mode 100644 docs/report/1H-codesign-paper/figures/gqa_decode_streaming.png create mode 100644 scripts/paper/paper_plot_gqa_decode_streaming.py create mode 100644 src/kernbench/benches/1H_milestone_output/gqa/long_ctx/gqa_decode_streaming.png create mode 100644 src/kernbench/benches/1H_milestone_output/gqa/long_ctx/sweep_decode_streaming.json create mode 100644 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That juxtaposition is the point. The composite command is not a latency -optimization for this memory-bound decode; it is a \emph{CPU-issue} +optimization for this memory-bound decode \emph{at the 64-way production scale} (a +single-rank caveat follows, Figure~\ref{fig:gqa-decode-stream}); it is a +\emph{CPU-issue} optimization. Its value is removing the per-tile dispatch work that would otherwise grow without bound as context grows, freeing PE\_CPU to run ahead and keep the engines fed---which is exactly what lets the @@ -295,8 +297,49 @@ memory-bound path its marginal cost over the plain GEMM composite is small (98 vs.\ 94 commands), and like the plain composite it keeps the issued count flat as context scales. -\paragraph{The compute-bound mirror: prefill.} Decode's verdict---command -form is latency-neutral---is a property of its regime, not of the +\paragraph{Isolating the rank: the masked streaming win.} That neutrality +is a property of the \emph{full 64-way} critical path, not of the local +attention: at production scale the inter-CUBE $(m,\ell,O)$ reduce tail and +shared-HBM contention set the wall clock, so a faster local attention does +not surface. Stripping those away---a single rank, no cross-CUBE reduce, +swept over the per-rank context $S_{kv}$ (so $S_{kv}{=}16$\,K here is the +per-PE load of a 1M-token, 64-way-sharded decode)---exposes the local +attention directly (Figure~\ref{fig:gqa-decode-stream}), and the composite +\emph{does} win, by \SI{25}{}--\SI{28}{\percent}. The reason is the +memory-bound mirror of prefill: its scheduler-streamed concurrent per-tile +DMAs keep the HBM pipeline full and reach \SI{233}{\giga\byte\per\second} +---\SI{91}{\percent} of the per-rank \SI{256}{\giga\byte\per\second} +roofline---whereas the primitive kernel's blocking \textsf{tl.dot} +serializes one tile DMA at a time and plateaus at +\SI{166}{\giga\byte\per\second}. So even for memory-bound decode the +composite is not \emph{only} a CPU-issue optimization---it also extracts +bandwidth---but that latency benefit materializes only when the local +attention is on the critical path, which at 64-way production scale it is +not. + +\begin{figure}[t] +\centering +\includegraphics[width=\linewidth]{gqa_decode_streaming.png} +\caption{Single-rank memory-bound decode ($T_q{=}1$, $M{=}8$), three +command forms, swept over per-rank context. \emph{Left:} end-to-end +latency---the composite forms run \SI{25}{}--\SI{28}{\percent} below the +primitive, a gap that widens with context. \emph{Right:} achieved HBM +bandwidth against the per-rank \SI{256}{\giga\byte\per\second} roofline. +The primitive's blocking load$\rightarrow$dot serializes the KV stream and +plateaus at \SI{166}{\giga\byte\per\second}; the composite forms pipeline +concurrent per-tile DMAs through the scheduler and reach +\SI{233}{\giga\byte\per\second}. This is the memory-bound mirror of the +prefill result (Figure~\ref{fig:gqa-prefill-cb}): there the composite +approaches the MAC roofline, here the bandwidth roofline. Capped at +$16$\,K---the plain composite materializes the full $(M,S_{kv})$ scores in +TCM, so beyond that only the \textsf{softmax\_merge} recipe, which tiles +the softmax, stays within scratch.} +\label{fig:gqa-decode-stream} +\end{figure} + +\paragraph{The compute-bound mirror: prefill.} Decode's \emph{production} +verdict---command form is latency-neutral at 64-way scale---is a property +of its regime, not of the composite command. A decode step has $T_q{=}1$, so its score and context products are skinny ($M{=}G\,T_q{=}8$): the MAC array is barely fed and the kernel is bound by streaming the KV cache. Prefill is the opposite diff --git a/scripts/paper/paper_plot_gqa_decode_streaming.py b/scripts/paper/paper_plot_gqa_decode_streaming.py new file mode 100644 index 0000000..2971ea9 --- /dev/null +++ b/scripts/paper/paper_plot_gqa_decode_streaming.py @@ -0,0 +1,124 @@ +"""Comparative figure for the memory-bound decode-streaming composite study. + +Reads sweep_decode_streaming.json (emitted by milestone-1h-gqa, sweep +``decode_streaming``) and writes one two-panel PNG: + + gqa_decode_streaming.png + Left — end-to-end single-rank decode latency (µs) vs per-rank context. + Right — achieved HBM bandwidth (GB/s) vs context, against the + 256 GB/s per-rank roofline. + +The memory-bound mirror of the compute-bound prefill figure. With T_q=1 +the GEMMs are skinny (M=8) and the kernel is bound by streaming the KV +cache. Isolating a single rank (no inter-CUBE reduce) reveals what the +64-way Case-6 decode masks: the composite command still wins, not by +feeding the MAC array but by keeping the DMA pipeline full — its +scheduler-streamed concurrent tile DMAs extract ~230 GB/s (near the +256 GB/s roofline) while the primitive kernel's blocking tl.dot serializes +one tile DMA at a time and plateaus at ~166 GB/s. That bandwidth gap is a +~25-28 % latency win that grows nowhere near prefill's compute-bound +margin but is decidedly not zero. + +Run (after the bench): + GQA_1H_RUN=1 GQA_1H_SWEEPS=decode_streaming python -m kernbench.cli.main \\ + run --bench milestone-1h-gqa --topology topology.yaml + python scripts/paper/paper_plot_gqa_decode_streaming.py +""" +from __future__ import annotations + +import json +from pathlib import Path + +import matplotlib + +matplotlib.use("Agg") +import matplotlib.pyplot as plt # noqa: E402 + +_REPO_ROOT = Path(__file__).resolve().parents[2] +_FIG_DIR = ( + _REPO_ROOT / "src" / "kernbench" / "benches" + / "1H_milestone_output" / "gqa" / "long_ctx" +) +_SWEEP_JSON = _FIG_DIR / "sweep_decode_streaming.json" +_PAPER_FIG_DIR = ( + _REPO_ROOT / "docs" / "report" / "1H-codesign-paper" / "figures" +) + +# Per-rank HBM roofline: 8 pseudo-channels × 32 GB/s (topology.yaml +# hbm_ctrl.num_pcs / pc_bw_gbs; = pe_dma_to_noc_bw_gbs). +_PEAK_HBM_GBS = 256.0 + +_VARIANT_STYLE = { + "primitive": ("primitive (tl.dot, hand-tiled)", "#c0504d", "o"), + "composite": ("composite GEMM", "#3b6ea5", "s"), + "composite_extended": ("composite + softmax_merge", "#4f8a4f", "^"), +} +_ORDER = ("primitive", "composite", "composite_extended") + + +def _ctx_label(c: int) -> str: + return f"{c // 1024}K" if c >= 1024 else str(c) + + +def _series(rows, variant, key): + pts = sorted(((r["s_kv"], r[key]) for r in rows + if r["variant"] == variant), key=lambda t: t[0]) + return [p[0] for p in pts], [p[1] for p in pts] + + +def main() -> None: + sweep = json.loads(_SWEEP_JSON.read_text()) + rows = sweep["rows"] + ctxs = sweep["s_kv_points"] + + fig, (ax_lat, ax_bw) = plt.subplots(1, 2, figsize=(13.0, 4.8)) + + for v in _ORDER: + label, color, marker = _VARIANT_STYLE[v] + xs, lat = _series(rows, v, "latency_ns") + ax_lat.plot(xs, [y / 1e3 for y in lat], marker=marker, + color=color, label=label, lw=2) + xs, bw = _series(rows, v, "achieved_bw_gbs") + ax_bw.plot(xs, bw, marker=marker, color=color, label=label, lw=2) + + for ax in (ax_lat, ax_bw): + ax.set_xscale("log", base=2) + ax.set_xticks(ctxs) + ax.set_xticklabels([_ctx_label(c) for c in ctxs]) + ax.set_xlabel(r"per-rank context length $S_{kv}$ ($T_q{=}1$)") + ax.grid(True, ls=":", alpha=0.5) + ax.legend(fontsize=9) + + ax_lat.set_ylabel("end-to-end decode latency (µs)") + ax_lat.set_title("Single-rank memory-bound decode latency per command form") + + ax_bw.set_ylabel("achieved HBM bandwidth (GB/s)") + ax_bw.set_title( + "HBM bandwidth — composite keeps the DMA pipe full; primitive plateaus" + ) + ax_bw.axhline(_PEAK_HBM_GBS, color="#888", ls="--", lw=1, alpha=0.7) + ax_bw.text(ctxs[0], _PEAK_HBM_GBS - 8, "256 GB/s roofline", + fontsize=8, color="#555", va="top") + ax_bw.set_ylim(0, _PEAK_HBM_GBS * 1.08) + + fig.suptitle( + "Memory-bound decode streaming — use of composite commands\n" + "single-rank, GQA single-KV-head group ($h_q{=}8$, $d_{\\text{head}}" + "{=}128$); $M{=}8$ skinny, KV-streaming-bound", + fontsize=11, + ) + fig.tight_layout(rect=(0, 0, 1, 0.92)) + + out = _FIG_DIR / "gqa_decode_streaming.png" + fig.savefig(out, dpi=150) + plt.close(fig) + print(f"wrote {out}") + + if _PAPER_FIG_DIR.is_dir(): + dst = _PAPER_FIG_DIR / out.name + dst.write_bytes(out.read_bytes()) + print(f"copied {dst}") + + +if __name__ == "__main__": + main() diff --git a/src/kernbench/benches/1H_milestone_output/gqa/long_ctx/gqa_decode_streaming.png b/src/kernbench/benches/1H_milestone_output/gqa/long_ctx/gqa_decode_streaming.png new file mode 100644 index 0000000000000000000000000000000000000000..81e99fedd9b514c13600deea635985872a555cb9 GIT binary patch literal 139643 zcmb@ucT`hR+b?KAz=DX4UX+eXFVe*lI!aMN=?I8)LWh79L8TYz5EKZYNbenyUP4g< zgeDLoLI@BDB|z?uzBBiG=gxmKS-Nn!!Z|tT?EO5y_T=3o9aXwBEN6}#J4UCjc3AA9C&w4BhpeZQQ*q+^mmjTe!P8IJ-O8S#o(=yFu-oog{?C zM1^HPL{F6-HxThvVOUtLHXURQ29?Zlf@c!NOR{_u0CQJg<)#HZQDdV?j1q8Tw z1-R7Ok2p&Rhw#IJ!NJwRu_iw}OqnwVHZ`6m3tj3@CCKUuUXAF8eEVN7wIm^15`^Ku 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b/src/kernbench/benches/1H_milestone_output/gqa/long_ctx/sweep_decode_streaming.json @@ -0,0 +1,172 @@ +{ + "version": 1, + "variants": [ + "primitive", + "composite", + "composite_extended" + ], + "s_kv_points": [ + 2048, + 4096, + 8192, + 16384 + ], + "rows": [ + { + "variant": "primitive", + "s_kv": 2048, + "M": 8, + "latency_ns": 6188.437999999816, + "gemm_busy_ns": 1048.576000000001, + "dma_busy_ns": 6322.0, + "kv_bytes": 1048576.0, + "achieved_bw_gbs": 169.44114169036374, + "achieved_tflops": 1.3555291335229098, + "mac_util": 0.16944114169036373, + "dma_occupancy": 1.021582505957107 + }, + { + "variant": "composite", + "s_kv": 2048, + "M": 8, + "latency_ns": 4836.115999999989, + "gemm_busy_ns": 6629.632000000123, + "dma_busy_ns": 267480.720000013, + "kv_bytes": 1048576.0, + "achieved_bw_gbs": 216.82192900253062, + "achieved_tflops": 1.734575432020245, + "mac_util": 0.2168219290025306, + "dma_occupancy": 55.30899589671001 + }, + { + "variant": "composite_extended", + "s_kv": 2048, + "M": 8, + "latency_ns": 4737.751999999986, + "gemm_busy_ns": 8481.408000000116, + "dma_busy_ns": 251398.7400000122, + "kv_bytes": 1048576.0, + "achieved_bw_gbs": 221.32353065335693, + "achieved_tflops": 1.7705882452268553, + "mac_util": 0.22132353065335691, + "dma_occupancy": 53.06287454472352 + }, + { + "variant": "primitive", + "s_kv": 4096, + "M": 8, + "latency_ns": 12510.006000000496, + "gemm_busy_ns": 2097.152000000002, + "dma_busy_ns": 12602.0, + "kv_bytes": 2097152.0, + "achieved_bw_gbs": 167.6379691584414, + "achieved_tflops": 1.3411037532675312, + "mac_util": 0.1676379691584414, + "dma_occupancy": 1.0073536335633653 + }, + { + "variant": "composite", + "s_kv": 4096, + "M": 8, + "latency_ns": 9360.883999999554, + "gemm_busy_ns": 19520.799999939867, + "dma_busy_ns": 1059043.5999999335, + "kv_bytes": 2097152.0, + "achieved_bw_gbs": 224.03354213128802, + "achieved_tflops": 1.792268337050304, + "mac_util": 0.224033542131288, + "dma_occupancy": 113.13499878857424 + }, + { + "variant": "composite_extended", + "s_kv": 4096, + "M": 8, + "latency_ns": 9198.135999999562, + "gemm_busy_ns": 39531.583999941715, + "dma_busy_ns": 1026582.7399999356, + "kv_bytes": 2097152.0, + "achieved_bw_gbs": 227.99749862364504, + "achieved_tflops": 1.8239799889891604, + "mac_util": 0.22799749862364505, + "dma_occupancy": 111.60769312390951 + }, + { + "variant": "primitive", + "s_kv": 8192, + "M": 8, + "latency_ns": 25153.141999997388, + "gemm_busy_ns": 4194.304000000004, + "dma_busy_ns": 25162.0, + "kv_bytes": 4194304.0, + "achieved_bw_gbs": 166.7506985807354, + "achieved_tflops": 1.334005588645883, + "mac_util": 0.16675069858073538, + "dma_occupancy": 1.0003521627637062 + }, + { + "variant": "composite", + "s_kv": 8192, + "M": 8, + "latency_ns": 18419.187999999034, + "gemm_busy_ns": 64177.11999976149, + "dma_busy_ns": 4214541.840000685, + "kv_bytes": 4194304.0, + "achieved_bw_gbs": 227.713838416776, + "achieved_tflops": 1.821710707334208, + "mac_util": 0.227713838416776, + "dma_occupancy": 228.81257523409317 + }, + { + "variant": "composite_extended", + "s_kv": 8192, + "M": 8, + "latency_ns": 18128.439999999027, + "gemm_busy_ns": 169650.68799976518, + "dma_busy_ns": 4149323.2200006745, + "kv_bytes": 4194304.0, + "achieved_bw_gbs": 231.365964197704, + "achieved_tflops": 1.850927713581632, + "mac_util": 0.231365964197704, + "dma_occupancy": 228.88473691067168 + }, + { + "variant": "primitive", + "s_kv": 16384, + "M": 8, + "latency_ns": 50439.414000008954, + "gemm_busy_ns": 8388.607999999076, + "dma_busy_ns": 50282.0, + "kv_bytes": 8388608.0, + "achieved_bw_gbs": 166.31057609032712, + "achieved_tflops": 1.330484608722617, + "mac_util": 0.16631057609032712, + "dma_occupancy": 0.9968791469304357 + }, + { + "variant": "composite", + "s_kv": 16384, + "M": 8, + "latency_ns": 36535.79600000568, + "gemm_busy_ns": 228978.46400288073, + "dma_busy_ns": 16815028.239995122, + "kv_bytes": 8388608.0, + "achieved_bw_gbs": 229.59970545047648, + "achieved_tflops": 1.8367976436038118, + "mac_util": 0.22959970545047648, + "dma_occupancy": 460.2343477063565 + }, + { + "variant": "composite_extended", + "s_kv": 16384, + "M": 8, + "latency_ns": 35989.048000005685, + "gemm_busy_ns": 701990.3680028584, + "dma_busy_ns": 16684294.09999516, + "kv_bytes": 8388608.0, + "achieved_bw_gbs": 233.0877993771515, + "achieved_tflops": 1.864702395017212, + "mac_util": 0.2330877993771515, + "dma_occupancy": 463.5936493789034 + } + ] +} \ No newline at end of file diff --git a/src/kernbench/benches/gqa_helpers/long_ctx/gqa_decode_streaming.py b/src/kernbench/benches/gqa_helpers/long_ctx/gqa_decode_streaming.py new file mode 100644 index 0000000..424dfb2 --- /dev/null +++ b/src/kernbench/benches/gqa_helpers/long_ctx/gqa_decode_streaming.py @@ -0,0 +1,168 @@ +"""milestone-1h-gqa: memory-bound decode streaming composite-command study. + +Single-rank companion to the compute-bound prefill study +(``gqa_prefill_compute_bound``). Same three command-form kernels +(``_gqa_prefill_compute_bound``), same single-rank (C=P=1) harness, but +driven with **T_q=1** (decode) and swept over a large S_kv. With T_q=1 the +score / context GEMMs are skinny (M = G·T_q = 8), so the MAC array is +barely fed and the kernel is **memory-bound** — streaming the KV cache out +of HBM dominates. This is the regime mirror of prefill: command form is +*latency-neutral* here, because the bottleneck is data movement, not +issue. + +Running single-rank (no cross-CUBE (m,ℓ,O) reduce) isolates the +local-attention streaming vs. issue trade-off cleanly — unlike the 64-way +Case-6 decode sweep, whose small-S_kv end-to-end latency is masked by the +inter-CUBE reduce tail. S_kv here is the *per-rank* context, so S_kv=64K +single-rank is the per-PE load of a 4M-token, 64-way-sharded decode. + +Records per (variant, S_kv) the end-to-end latency, GEMM/DMA engine busy +time, MAC utilization (achieved ÷ peak), and DMA occupancy (dma_busy ÷ +e2e), so the comparative plot can show all three command forms landing on +the same latency curve while the MAC array stays floored and the DMA +channel stays saturated. + +Runs in data mode (engine latency). Gated via the umbrella +``GQA_1H_SWEEPS=decode_streaming``. +""" +from __future__ import annotations + +import json +from pathlib import Path + +from kernbench.benches.gqa_helpers.long_ctx._gqa_prefill_compute_bound import ( + gqa_prefill_composite_ext_kernel, + gqa_prefill_composite_kernel, + gqa_prefill_primitive_kernel, +) +from kernbench.policy.placement.dp import DPPolicy + +_OUTPUT_DIR = ( + Path(__file__).resolve().parents[2] + / "1H_milestone_output" / "gqa" / "long_ctx" +) +_SWEEP_JSON = _OUTPUT_DIR / "sweep_decode_streaming.json" + +# Same kernels as the prefill study — they are general attention kernels; +# the regime is set by T_q (=1 here → memory-bound). +_VARIANT_KERNELS = { + "primitive": gqa_prefill_primitive_kernel, + "composite": gqa_prefill_composite_kernel, + "composite_extended": gqa_prefill_composite_ext_kernel, +} +_VARIANTS = ("primitive", "composite", "composite_extended") + +# Per-rank context length. T_q=1, so M = G·T_q = 8 (skinny, memory-bound) +# at every point. Capped at 16K: the *plain* composite materializes the +# full (M, S_kv) scores in TCM scratch (~48·S_kv B incl. the exp transients), +# which overflows the 1 MB kernel scratch beyond ~21K — itself a sign that +# the recipe (composite_extended), which tiles the softmax, is what long +# context actually needs. S_kv is per-rank, so 16K single-rank already +# equals the per-PE load of a 1M-token, 64-way-sharded decode. +_S_KV_POINTS = (2048, 4096, 8192, 16384) + +_T_Q = 1 +_H_Q, _H_KV, _D_HEAD = 8, 1, 128 +_PEAK_TFLOPS = 8.0 # per-PE f16 GEMM peak (topology.yaml pe_gemm.peak_tflops_f16) + + +def _run_panel_fn(variant: str, s_kv: int): + kernel = _VARIANT_KERNELS[variant] + panel = f"decode_stream_{variant}_s{s_kv}" + + def _bench_fn(ctx): + dp = DPPolicy(cube="replicate", pe="replicate", + num_cubes=1, num_pes=1) + q = ctx.zeros((_T_Q, _H_Q * _D_HEAD), + dtype="f16", dp=dp, name=f"{panel}_q") + k = ctx.zeros((s_kv, _H_KV * _D_HEAD), + dtype="f16", dp=dp, name=f"{panel}_k") + v = ctx.zeros((s_kv, _H_KV * _D_HEAD), + dtype="f16", dp=dp, name=f"{panel}_v") + o = ctx.empty((_T_Q, _H_Q * _D_HEAD), + dtype="f16", dp=dp, name=f"{panel}_o") + ctx.launch(panel, kernel, q, k, v, o, + _T_Q, s_kv, _H_Q, _H_KV, _D_HEAD, 1, 1, + _auto_dim_remap=False) + + return _bench_fn + + +def _end_to_end_ns(op_log) -> float: + if not op_log: + return 0.0 + return max(r.t_end for r in op_log) - min(r.t_start for r in op_log) + + +def _engine_busy_ns(op_log, suffix: str) -> float: + return sum(r.t_end - r.t_start + for r in op_log if r.component_id.endswith("." + suffix)) + + +def _run_panel(variant: str, s_kv: int, topology: str) -> dict: + from kernbench.runtime_api.bench_runner import run_bench + from kernbench.runtime_api.types import resolve_device + from kernbench.sim_engine.engine import GraphEngine + from kernbench.topology.builder import resolve_topology + + topo = resolve_topology(topology) + result = run_bench( + topology=topo, bench_fn=_run_panel_fn(variant, s_kv), + device=resolve_device(None), + engine_factory=lambda t, d: GraphEngine( + getattr(t, "topology_obj", t), enable_data=True, + ), + ) + if not result.completion.ok: + raise RuntimeError( + f"gqa-decode-streaming {variant}@{s_kv} failed: {result.completion}" + ) + op_log = result.engine.op_log + e2e = _end_to_end_ns(op_log) + gemm = _engine_busy_ns(op_log, "pe_gemm") + dma = _engine_busy_ns(op_log, "pe_dma") + G = _H_Q // _H_KV + M = G * _T_Q + # Useful attention flops (Q·Kᵀ + P·V), single rank. + useful_flops = 4.0 * M * _D_HEAD * s_kv + # KV-cache bytes streamed from HBM (K + V, f16) — the memory-bound + # denominator. achieved_bw = bytes / e2e (GB/s) measures how close the + # command form gets to the HBM roofline (the memory-bound mirror of + # MAC utilization in the compute-bound prefill study). + kv_bytes = 2.0 * s_kv * _D_HEAD * 2.0 + return { + "variant": variant, + "s_kv": s_kv, + "M": M, + "latency_ns": e2e, + "gemm_busy_ns": gemm, + "dma_busy_ns": dma, + "kv_bytes": kv_bytes, + "achieved_bw_gbs": (kv_bytes / e2e) if e2e > 0 else 0.0, + "achieved_tflops": (useful_flops / e2e / 1e3) if e2e > 0 else 0.0, + "mac_util": (useful_flops / e2e / 1e3 / _PEAK_TFLOPS) if e2e > 0 else 0.0, + "dma_occupancy": (dma / e2e) if e2e > 0 else 0.0, + } + + +def run_sweep(topology: str = "topology.yaml") -> int: + """Drive all (variant, S_kv) decode-streaming panels; write sweep.json.""" + _OUTPUT_DIR.mkdir(parents=True, exist_ok=True) + rows = [ + _run_panel(variant, s_kv, topology) + for s_kv in _S_KV_POINTS + for variant in _VARIANTS + ] + sweep = { + "version": 1, + "variants": list(_VARIANTS), + "s_kv_points": list(_S_KV_POINTS), + "rows": rows, + } + _SWEEP_JSON.write_text(json.dumps(sweep, indent=2)) + print(f" gqa-decode-streaming: {len(rows)} rows -> {_SWEEP_JSON}") + return len(rows) + + +if __name__ == "__main__": + run_sweep() diff --git a/src/kernbench/benches/milestone_1h_gqa.py b/src/kernbench/benches/milestone_1h_gqa.py index a43d97c..ab883a7 100644 --- a/src/kernbench/benches/milestone_1h_gqa.py +++ b/src/kernbench/benches/milestone_1h_gqa.py @@ -28,6 +28,9 @@ from kernbench.benches.gqa_helpers.long_ctx.gqa_decode_long_ctx_4cases import ( from kernbench.benches.gqa_helpers.long_ctx.gqa_decode_long_ctx_composite import ( run_sweep as _run_composite_sweep, ) +from kernbench.benches.gqa_helpers.long_ctx.gqa_decode_streaming import ( + run_sweep as _run_decode_streaming_sweep, +) from kernbench.benches.gqa_helpers.long_ctx.gqa_prefill_compute_bound import ( run_sweep as _run_prefill_cb_sweep, ) @@ -66,6 +69,7 @@ def run(torch) -> None: "decode": _run_decode_sweep, "composite": _run_composite_sweep, "prefill_cb": _run_prefill_cb_sweep, + "decode_streaming": _run_decode_streaming_sweep, } unknown = [s for s in sweeps if s not in runners] if unknown: