Upload benchmarks/bench_02_student_build.json with huggingface_hub
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benchmarks/bench_02_student_build.json
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{
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"benchmark": "student_build",
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"timestamp": "2026-03-19T11:53:02.682225+00:00",
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"variant": "nano",
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"device": "NVIDIA L4",
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"build_time_cpu_s": 5.32,
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"build_time_gpu_s": 1.22,
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"params": {
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"total": 967930567,
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"total_m": 967.9,
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"trainable": 495637127,
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"trainable_m": 495.6,
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"frozen": 472293440,
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"frozen_m": 472.3,
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"trainable_pct": 51.2
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},
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"components": {
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"vision_m": 428.2,
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"bridge_m": 39.7,
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"language_m": 498.4,
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"action_head_m": 1.7
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},
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"memory": {
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"loaded_gb": 3.87,
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"peak_gb": 4.65
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},
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"output_shapes": {
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"actions": [
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1,
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7
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],
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"vision_features": [
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1,
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64,
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896
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]
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},
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"latency_fp32_b1": {
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"mean_ms": 131.57,
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"std_ms": 2.77,
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"p50_ms": 131.85,
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"p95_ms": 135.09,
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"p99_ms": 135.68,
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"min_ms": 118.81,
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"max_ms": 135.89,
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"fps": 7.6,
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"n_samples": 50
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},
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"latency_fp32_b2": {
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"mean_ms": 230.66,
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"std_ms": 9.28,
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"p50_ms": 227.98,
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"p95_ms": 238.16,
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"p99_ms": 263.46,
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"min_ms": 222.53,
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"max_ms": 271.12,
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"fps": 4.3,
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"n_samples": 25
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},
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"latency_fp32_b4": {
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"mean_ms": 444.77,
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"std_ms": 7.73,
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"p50_ms": 442.78,
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"p95_ms": 455.93,
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"p99_ms": 457.17,
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"min_ms": 429.48,
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"max_ms": 457.52,
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"fps": 2.2,
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"n_samples": 25
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},
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"latency_fp16_b1": {
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"mean_ms": 87.35,
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"std_ms": 1.89,
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"p50_ms": 86.74,
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"p95_ms": 91.94,
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"p99_ms": 94.54,
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"min_ms": 86.27,
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"max_ms": 94.88,
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"fps": 11.4,
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"n_samples": 50
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},
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"fp16_speedup": 1.51,
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"batch_scaling": {
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"b1_fps": 7.6,
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"b2_fps": 8.7,
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"b4_fps": 9.0
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}
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}
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