{ "query": { "task": "object detection", "model_key": "mobilenetssd" }, "task": "object detection", "size_class": "by model", "batch": "per group", "mixed": false, "mixed_warning": null, "groups": [ { "size": "mobile-class CNN", "batch": "unknown", "platforms": 2, "rows": 2 } ], "rank_groups": [ { "model_key": "mobilenetssd", "label": "MobileNet-SSD", "platforms": 2, "platforms_with_power": 2 } ], "reference": { "model_key": "mobilenetssd", "label": "MobileNet-SSD", "rows": 2, "platforms_with_power": 2, "platforms": 2 }, "excluded_count": 0, "efficiency_excluded_count": 0, "notes": [ "edge hardware only", "model_key \"mobilenetssd\"" ], "count": 2, "results": [ { "platform": "Hailo-8 M.2 Key M ET module (HM218B1C2HAE / HM218B1C2FAE)", "platform_url": "/platform/hailo-8-m-2-key-m-et-module-hm218b1c2hae-hm218b1c2fae.html", "perf": 996, "perf_unit": "FPS", "metric": "throughput", "model": "MobileNet-SSD", "precision": "not stated (Hailo INT8 quantized)", "stack": "HailoRT (vendor datasheet)", "size_class": "mobile-class CNN", "batch": "unknown", "like_for_like": true, "differs": [], "confidence": "D", "confidence_label": "D – vendor-published", "power_w": 2.4, "power_label": "reported in result source — Vendor-measured (typical/avg), Module", "power_kind": "Vendor-measured (typical/avg), Module", "model_key": "mobilenetssd", "pb": { "tag": "Vendor-measured (typical/avg)", "measured": false, "vendorMeasured": true, "typical": false, "scope": "Module", "rmax": false, "rmin": false }, "power_scope": "module", "power_is_range_max": false, "power_is_range_min": false, "is_partial": "false", "partial_note": null, "rank_default": true, "fpsw_outlier": false, "fpsw_note": null, "rank_note": null, "rank_fps": true, "rank_fpsw": true, "fpsw_ratio_median": null, "power_basis": "measured by vendor: module power, typical at 25 C; batch not stated (Table 3 - Power Consumption for typical configurations (typical at 25 C))", "power_note": "measured-by-vendor", "power_range": null, "power_src_url": "https://cdn.premioinc.com/premio/uploads/resource/data-sheet/Hailo-8/Hailo-8%20M.2%20Key%20M%20ET%20Datasheet%20Rev2.2.pdf", "perf_per_w": 415, "date": "undated", "older_than_18_months": false, "superseded": false, "price_usd": null, "price_label": "unknown", "price_date": null, "price_launch_usd": null, "edge": true, "date_basis": "unknown", "form_factor": "AI accelerator (M.2)", "vendor": "Hailo", "source": { "name": "Hailo-8 M.2 Key M ET Module Data Sheet Rev. 2.2", "url": "https://cdn.premioinc.com/premio/uploads/resource/data-sheet/Hailo-8/Hailo-8%20M.2%20Key%20M%20ET%20Datasheet%20Rev2.2.pdf", "date": null, "doc": "Hailo-8 M.2 Key M ET Module Data Sheet Rev. 2.2; Table 3 - Power Consumption for typical configurations (typical at 25 C)", "version": "Hailo-8 M.2 Key M ET Module Data Sheet Rev. 2.2", "vendor_page": "https://hailo.ai/products/ai-accelerators/hailo-8-m2-ai-acceleration-module/" }, "power_source": "https://cdn.premioinc.com/premio/uploads/resource/data-sheet/Hailo-8/Hailo-8%20M.2%20Key%20M%20ET%20Datasheet%20Rev2.2.pdf", "price_source": null, "fit": { "perf": null, "power": null, "budget": null }, "meets_all": true, "unknowns": 0, "no_power": false, "group": "mobilenetssd", "excluded_reason": null, "excluded": false, "fits": true, "speed_eligible": true, "eff_ok": true, "soft_reason": null, "eligible": true, "headroom": null, "unknown_badges": [ "price unknown" ], "group_size": 2, "group_rank": 1 }, { "platform": "Hailo-8L M.2 Key B+M ET module", "platform_url": "/platform/hailo-8l-m-2-key-b-m-et-module.html", "perf": 500, "perf_unit": "FPS", "metric": "throughput", "model": "MobileNet-SSD", "precision": "not stated (Hailo INT8 quantized)", "stack": "HailoRT (vendor datasheet)", "size_class": "mobile-class CNN", "batch": "unknown", "like_for_like": true, "differs": [], "confidence": "D", "confidence_label": "D – vendor-published", "power_w": 1.4, "power_label": "reported in result source — Vendor-measured (typical/avg), Module", "power_kind": "Vendor-measured (typical/avg), Module", "model_key": "mobilenetssd", "pb": { "tag": "Vendor-measured (typical/avg)", "measured": false, "vendorMeasured": true, "typical": false, "scope": "Module", "rmax": false, "rmin": false }, "power_scope": "module", "power_is_range_max": false, "power_is_range_min": false, "is_partial": "false", "partial_note": null, "rank_default": true, "fpsw_outlier": false, "fpsw_note": null, "rank_note": null, "rank_fps": true, "rank_fpsw": true, "fpsw_ratio_median": null, "power_basis": "measured by vendor: module power, typical at 25 C; batch not stated (Table 3 - Power consumption for typical configurations (typical at 25 C))", "power_note": "measured-by-vendor", "power_range": null, "power_src_url": "https://www.farnell.com/datasheets/4746521.pdf", "perf_per_w": 357.1, "date": "undated", "older_than_18_months": false, "superseded": false, "price_usd": null, "price_label": "unknown", "price_date": null, "price_launch_usd": null, "edge": true, "date_basis": "unknown", "form_factor": "AI accelerator (M.2)", "vendor": "Hailo", "source": { "name": "Hailo-8L M.2 Key B+M ET Module Data Sheet Rev. 4.0", "url": "https://www.farnell.com/datasheets/4746521.pdf", "date": null, "doc": "Hailo-8L M.2 Key B+M ET Module Data Sheet Rev. 4.0; Table 3 - Power consumption for typical configurations (typical at 25 C)", "version": "Hailo-8L M.2 Key B+M ET Module Data Sheet Rev. 4.0", "vendor_page": "https://hailo.ai/products/ai-accelerators/hailo-8l-ai-accelerator-for-ai-light-applications/" }, "power_source": "https://www.farnell.com/datasheets/4746521.pdf", "price_source": null, "fit": { "perf": null, "power": null, "budget": null }, "meets_all": true, "unknowns": 0, "no_power": false, "group": "mobilenetssd", "excluded_reason": null, "excluded": false, "fits": true, "speed_eligible": true, "eff_ok": true, "soft_reason": null, "eligible": true, "headroom": null, "unknown_badges": [ "price unknown" ], "group_size": 2, "group_rank": 2 } ], "no_data": null, "legend": "Confidence: A audited MLPerf closed, B documented third-party, C community, D vendor-published, E estimate. Unknown is never assumed." }