V100-PCIE-32GB · 32 GB

whisper-tiny

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Task
Speech recognition · Audio → Text
Workload
Audio → Text · asr_prompts · Test duration 1 s
Batch size
Batch 1
Format · Engine
fp16 · faster-whisper · PyTorch 2.12.1+cu126
Unit
audio-sec/sec
Mean throughput
105audio-sec/sec
Observed GPU occupancy
0.5 GiB
P95 latency
Not recorded
Reports combined
1
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Individual tests

Audio → Text · Speech recognition · fp16 · faster-whisper · asr · audio-sec/sec
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Recorded test parameters

Configuration 1 · Parameters
model
Systran/faster-whisper-tiny
engine
faster-whisper
quant
fp16
method
audio-native-v1
task
asr
dataset
asr_prompts
context
asr
input_tokens
0
output_tokens
0
duration
1
concurrency
1
unit
audio-sec/sec
software
{ "torch": "2.12.1+cu126", "transformers": "4.57.6", "ctranslate2": "4.8.2", "faster-whisper": "1.2.1", "OMP_NUM_THREADS": "4", "MKL_NUM_THREADS": "4", "OPENBLAS_NUM_THREADS": "1", "NUMEXPR_NUM_THREADS": "4" }
engine_provenance
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kernel_settings
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precision
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resolution
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performance_task
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performance_scope
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batch_size
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dimensions
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weight_quantization
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max_sequence_length
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model_scope
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performance_dataset
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workload_mode
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graph_mode
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model_revision
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client_version
python-native-bench-1.1.3