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Transformers

Hugging Face Transformers · python · Apache-2.0

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Source available upstream · Apache-2.0View source →

No install recipe recorded for this revision.

interfacepython
Compatibility
measured onNVIDIA A100
declared hardwaredeclared only
architectures—
dtypes

Benchmark evidence

32 measurements across 1 GPU, fastest first.

Operation / workload
Hardware
Latency
Rank
Observed
Embedding lookupfp32 · [2048, 768]
NVIDIA A100
144.1µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [4096, 768]
NVIDIA A100
153.9µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [8192, 768]
NVIDIA A100
162.7µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [16384, 768]
NVIDIA A100
166.7µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [1024, 768]
NVIDIA A100
166.7µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [32768, 768]
NVIDIA A100
168.8µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [65536, 768]
NVIDIA A100
169.2µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [131072, 768]
NVIDIA A100
170.3µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [1024, 768]
NVIDIA A100
453.8µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [2048, 768]
NVIDIA A100
474.1µs
#3 of 3
2024-09-03
Run →
Show all 32 measurements ›
Embedding lookupfp32 · [4096, 768]
NVIDIA A100
531.0µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [8192, 768]
NVIDIA A100
652.9µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [1024, 4096]
NVIDIA A100
786.6µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [16384, 768]
NVIDIA A100
805.7µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [2048, 4096]
NVIDIA A100
826.2µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [4096, 4096]
NVIDIA A100
844.6µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [8192, 4096]
NVIDIA A100
854.0µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [16384, 4096]
NVIDIA A100
857.7µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [32768, 4096]
NVIDIA A100
859.6µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [131072, 4096]
NVIDIA A100
863.4µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [32768, 768]
NVIDIA A100
954.5µs
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [65536, 4096]
NVIDIA A100
1.01ms
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [65536, 768]
NVIDIA A100
1.20ms
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [1024, 4096]
NVIDIA A100
1.58ms
#2 of 3
2024-09-03
Run →
Embedding lookupfp32 · [131072, 768]
NVIDIA A100
1.64ms
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [2048, 4096]
NVIDIA A100
1.71ms
#2 of 3
2024-09-03
Run →
Embedding lookupfp32 · [4096, 4096]
NVIDIA A100
1.95ms
#2 of 3
2024-09-03
Run →
Embedding lookupfp32 · [8192, 4096]
NVIDIA A100
2.40ms
#2 of 3
2024-09-03
Run →
Embedding lookupfp32 · [16384, 4096]
NVIDIA A100
3.12ms
#2 of 3
2024-09-03
Run →
Embedding lookupfp32 · [32768, 4096]
NVIDIA A100
4.33ms
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [65536, 4096]
NVIDIA A100
5.07ms
#3 of 3
2024-09-03
Run →
Embedding lookupfp32 · [131072, 4096]
NVIDIA A100
7.49ms
#3 of 3
2024-09-03
Run →

Reported · How evidence levels are derived →

Source and license

sourceavailable
revision digestsha256:d6d77034622d5e42573eea7b71fb3324fcf78d3b87c20c053defd81748caefe8
license declaredApache-2.0
license concludedApache-2.0
imported2026-08-18

Best evidence level for this revision: reported

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