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ROCm / TransformerEngine Public

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RMS Norm Optimization#583

Merged

aris134 merged 19 commits into

devROCm/TransformerEngine:devfrom

amartin/rmsnormROCm/TransformerEngine:amartin/rmsnormCopy head branch name to clipboard

May 18, 2026

Conversation Commits19 (19)Checks Files changed

Merged

RMS Norm Optimization#583
aris134 merged 19 commits into
devfrom
amartin/rmsnorm

Commits

Commits on May 11, 2026

add rmsnorm perf benchmark
aris134
committed
add rmsnorm perf benchmark and missing tuned DS configs
aris134
committed

Commits on May 12, 2026

add missing tuned shape for Qwen and update benchmark
aris134
committed
move benchmark to benchmarks folder and rewrite in google benchmark style
aris134
committed
add matching tuned configs for layernorm
aris134
committed
add fallback warning print if tuned config not found for normalization
aris134
committed
add fallback warning message when tuned normalization kernel config not found
aris134
committed
uncomment qwen configs
aris134
committed
generalization rms norm benchmark to also include layer norm, and add missing configs for layer norm
aris134
committed

Commits on May 15, 2026

remove redundant synchronization before gpu warmup in bench_normalization.cpp
aris134
committed
address nit: move unordered_set to after unordered_map
aris134
committed
share normalization key bit layout constants
aris134
committed

Commits on May 18, 2026

remove unneeded line splits and deduplicate norm benchmark epsilon
aris134
committed
restore norm key encoding and document decode coupling
aris134
committed
use more optimal BYTES_PER_LDG=16 for layer norm backward tuned config for H=7168
aris134
committed
use more optimal 7 warps config for H=7168, for fp16/fp32 layernorm fwd tuned
aris134
committed
mirror layernorm bwd h=7168 uned config to rmsnorm
aris134
committed
Add normalization key layout round-trip check
aris134
committed
Merge remote-tracking branch 'origin/dev' into amartin/rmsnorm
aris134
committed

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