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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

12 measurements across 1 GPU, fastest first.

Operation / workload
Hardware
Latency
Rank
Observed
Cross-entropy lossfp32 · [16384, 4096]
NVIDIA A100
875.1µs
#2 of 2
2024-09-03
Run →
Cross-entropy lossfp32 · [16384, 8192]
NVIDIA A100
1.19ms
#2 of 2
2024-09-03
Run →
Cross-entropy lossfp32 · [16384, 16384]
NVIDIA A100
1.95ms
#2 of 2
2024-09-03
Run →
Cross-entropy lossfp32 · [16384, 4096]
NVIDIA A100
2.23ms
#2 of 2
2024-09-03
Run →
Cross-entropy lossfp32 · [16384, 8192]
NVIDIA A100
3.60ms
#2 of 2
2024-09-03
Run →
Cross-entropy lossfp32 · [16384, 32768]
NVIDIA A100
5.32ms
#2 of 2
2024-09-03
Run →
Cross-entropy lossfp32 · [16384, 16384]
NVIDIA A100
6.80ms
#2 of 2
2024-09-03
Run →
Cross-entropy lossfp32 · [16384, 65536]
NVIDIA A100
10.6ms
#2 of 2
2024-09-03
Run →
Cross-entropy lossfp32 · [16384, 32768]
NVIDIA A100
15.5ms
#2 of 2
2024-09-03
Run →
Cross-entropy lossfp32 · [16384, 131072]
NVIDIA A100
20.7ms
#2 of 2
2024-09-03
Run →
Show all 12 measurements ›
Cross-entropy lossfp32 · [16384, 65536]
NVIDIA A100
30.8ms
#2 of 2
2024-09-03
Run →
Cross-entropy lossfp32 · [16384, 131072]
NVIDIA A100
60.4ms
#2 of 2
2024-09-03
Run →

Reported · How evidence levels are derived →

Source and license

sourceavailable
revision digestsha256:e0cac84069716c13a12baba7a06ee95fcbd3defdc1b61e82f1163eb5760a5687
license declaredApache-2.0
license concludedApache-2.0
imported2026-08-18

Best evidence level for this revision: reported

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