File size: 803 Bytes
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report_type: vision-classification
profile: Baseline
created_at: '2026-07-09T19:02:52Z'
context:
target_ref: raspberry-pi-5
runtime:
name: executorch
execution_backend: cpu
version: 1.1.0
config:
optimisations:
- XNNPACK
- KleidiAI
n_threads: 1
dataset:
name: ImageNet-1k
slice: val
sample_count: 50000
reference_url: https://www.image-net.org/
benchmark:
batch_size: 1
input_resolution: 224x224
num_runs: 100
warmup_runs: 10
performance:
end_to_end_latency_ms:
p50: 35.34
p90: 35.476
peak_memory_mb: 31.16
average_memory_mb: 31.02
time_to_first_inference_ms: 56.411
model_load_time_ms: 19.266
frames_per_second: 28.3
accuracy:
top_1_accuracy_pct: 72.13
top_5_accuracy_pct: 91.13
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