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Liger

Liger-Kernel · triton · BSD-2-Clause
holds 17 records

Use it

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

pip install "liger-kernel==0.6.3"

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

interfacetriton
Compatibility
measured onNVIDIA GeForce RTX 4090, NVIDIA A100
declared hardwaredeclared only
architectures—
dtypes

Benchmark evidence

34 measurements across 2 GPUs, fastest first.

Operation / workload
Hardware
Latency
Rank
Observed
SwiGLU MLPbf16 · [2, 1024, 2048]
NVIDIA GeForce RTX 4090
659.5µs
#1 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 1024, 2048]
NVIDIA GeForce RTX 4090
739.5µs
#3 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 2048, 2048]
NVIDIA GeForce RTX 4090
1.35ms
#1 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 2048, 2048]
NVIDIA GeForce RTX 4090
1.40ms
#2 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 1024, 2048]
NVIDIA GeForce RTX 4090
1.50ms
#1 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 1024, 2048]
NVIDIA GeForce RTX 4090
2.17ms
#1 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 1024, 2048]
NVIDIA GeForce RTX 4090
2.60ms
#3 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 4096, 2048]
NVIDIA GeForce RTX 4090
2.72ms
#1 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 4096, 2048]
NVIDIA GeForce RTX 4090
2.78ms
#2 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 2048, 2048]
NVIDIA GeForce RTX 4090
3.05ms
#1 of 4
2025-11-11
Run →
Show all 34 measurements ›
SwiGLU MLPbf16 · [2, 1024, 2048]
NVIDIA GeForce RTX 4090
3.35ms
#3 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 2048, 2048]
NVIDIA GeForce RTX 4090
4.37ms
#1 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 2048, 2048]
NVIDIA GeForce RTX 4090
4.64ms
#3 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [4, 1024, 4096]
NVIDIA A100
5.06ms
#2 of 2
2024-09-03
Run →
SwiGLU MLPbf16 · [2, 8192, 2048]
NVIDIA GeForce RTX 4090
5.34ms
#1 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 8192, 2048]
NVIDIA GeForce RTX 4090
5.83ms
#3 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 2048, 2048]
NVIDIA GeForce RTX 4090
6.02ms
#3 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 4096, 2048]
NVIDIA GeForce RTX 4090
6.07ms
#1 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 4096, 2048]
NVIDIA GeForce RTX 4090
8.76ms
#3 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 4096, 2048]
NVIDIA GeForce RTX 4090
8.94ms
#1 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [4, 2048, 4096]
NVIDIA A100
10.1ms
#2 of 2
2024-09-03
Run →
SwiGLU MLPbf16 · [2, 16384, 2048]
NVIDIA GeForce RTX 4090
10.9ms
#1 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 4096, 2048]
NVIDIA GeForce RTX 4090
11.6ms
#3 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 8192, 2048]
NVIDIA GeForce RTX 4090
11.6ms
#1 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 16384, 2048]
NVIDIA GeForce RTX 4090
11.8ms
#3 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 8192, 2048]
NVIDIA GeForce RTX 4090
17.1ms
#1 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 8192, 2048]
NVIDIA GeForce RTX 4090
18.0ms
#3 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [4, 4096, 4096]
NVIDIA A100
18.0ms
#1 of 2
2024-09-03
Run →
SwiGLU MLPbf16 · [2, 16384, 2048]
NVIDIA GeForce RTX 4090
22.8ms
#1 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 8192, 2048]
NVIDIA GeForce RTX 4090
23.9ms
#3 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 16384, 2048]
NVIDIA GeForce RTX 4090
33.7ms
#1 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [2, 16384, 2048]
NVIDIA GeForce RTX 4090
35.7ms
#3 of 4
2025-11-11
Run →
SwiGLU MLPbf16 · [4, 8192, 4096]
NVIDIA A100
35.9ms
#1 of 2
2024-09-03
Run →
SwiGLU MLPbf16 · [2, 16384, 2048]
NVIDIA GeForce RTX 4090
47.7ms
#3 of 4
2025-11-11
Run →

Reported · How evidence levels are derived →

Source and license

sourceavailable
revision digestsha256:70a682a3136a79d191bc46b7ccb18a8047564299ed31429e872c4b24efaa861f
license declaredBSD-2-Clause
license concludedBSD-2-Clause
imported2026-08-18

Best evidence level for this revision: reported

JSON