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Liger

Liger-Kernel · triton · BSD-2-Clause
holds 18 records

Use it

Installable · pip · pinned to the measured build · BSD-2-ClauseView source →

pip install "liger-kernel==0.8.1"

Pinned: this command installs the newest release the evidence below measured.

interfacetriton
Compatibility
measured onNVIDIA H100
declared hardwaredeclared only
architectures—
dtypes

Benchmark evidence

36 measurements across 1 GPU, fastest first.

Operation / workload
Hardware
Latency
Rank
Observed
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 2048]
NVIDIA H100
23.1µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 2048]
NVIDIA H100
23.3µs
#3 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 4096]
NVIDIA H100
39.6µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 4096]
NVIDIA H100
39.6µs
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 8192]
NVIDIA H100
72.5µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 8192]
NVIDIA H100
72.6µs
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 2048]
NVIDIA H100
98.4µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 2048]
NVIDIA H100
107.1µs
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 2048]
NVIDIA H100
120.1µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 2048]
NVIDIA H100
122.2µs
#2 of 4
2026-07-26
Run →
Show all 36 measurements ›
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 16384]
NVIDIA H100
137.0µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 16384]
NVIDIA H100
137.1µs
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 4096]
NVIDIA H100
140.3µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 4096]
NVIDIA H100
140.5µs
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 4096]
NVIDIA H100
140.8µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 4096]
NVIDIA H100
141.2µs
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 8192]
NVIDIA H100
265.0µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 8192]
NVIDIA H100
266.3µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 8192]
NVIDIA H100
266.8µs
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 32768]
NVIDIA H100
266.8µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 8192]
NVIDIA H100
266.8µs
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 32768]
NVIDIA H100
267.0µs
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 16384]
NVIDIA H100
500.6µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 16384]
NVIDIA H100
502.1µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 16384]
NVIDIA H100
502.5µs
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 16384]
NVIDIA H100
502.6µs
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 65536]
NVIDIA H100
527.3µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 65536]
NVIDIA H100
527.5µs
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 32768]
NVIDIA H100
971.0µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 32768]
NVIDIA H100
971.0µs
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 32768]
NVIDIA H100
971.5µs
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 32768]
NVIDIA H100
972.4µs
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 65536]
NVIDIA H100
1.91ms
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 65536]
NVIDIA H100
1.91ms
#1 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 65536]
NVIDIA H100
1.91ms
#2 of 4
2026-07-26
Run →
SwiGLU activation, Megatron layoutbf16 · [2048, 4, 65536]
NVIDIA H100
1.91ms
#2 of 4
2026-07-26
Run →

Reported · How evidence levels are derived →

Source and license

sourceavailable
revision digestsha256:bae80a370426e1426519098b8cacca7f871cca1cef793e2705a524b4ac025ba5
license declaredBSD-2-Clause
license concludedBSD-2-Clause
imported2026-08-20

Best evidence level for this revision: reported

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