FORGEAI#MET1V1

FORGE AI evidence attestation: telemetry.snapshot

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{
    "build": {
        "git_commit": null,
        "project_version": null
    },
    "event": {
        "event_type": "telemetry.snapshot",
        "event_uuid": "c78570af-2faf-450d-912c-b6ebb2f0c4f6",
        "occurred_at": "2026-09-14 05:38:08",
        "source_component": "telemetry-snapshot-producer"
    },
    "schema": "forge.evidence.attestation.v1",
    "metrics": {
        "failure": 0,
        "success": 186,
        "ttft_ms": {
            "avg": 3193.091,
            "max": 9399,
            "p50": 3165.5,
            "p95": 4930.5,
            "p99": 6992.2
        },
        "evidence": {
            "rag_rate": 0.05914,
            "rag_used": 11,
            "web_rate": 0.387097,
            "web_used": 72,
            "memory_rate": 0.123656,
            "memory_used": 23,
            "review_rate": 0,
            "review_used": 0
        },
        "hardware": {
            "vram_avg_mb": {
                "avg": 7362.48,
                "max": 7778.526,
                "p50": 7317.415,
                "p95": 7676.028,
                "p99": 7731.781
            },
            "vram_peak_mb": {
                "avg": 7392.791,
                "max": 7910.277,
                "p50": 7325.875,
                "p95": 7737.513,
                "p99": 7857.67
            },
            "gpu_temp_avg_c": {
                "avg": 58.102,
                "max": 72.99,
                "p50": 57.433,
                "p95": 67.614,
                "p99": 70.964
            },
            "gpu_power_avg_w": {
                "avg": 139.044,
                "max": 187.269,
                "p50": 141.88,
                "p95": 181.212,
                "p99": 186.433
            },
            "gpu_temp_peak_c": {
                "avg": 62.172,
                "max": 78,
                "p50": 61,
                "p95": 71.75,
                "p99": 73.15
            },
            "gpu_power_peak_w": {
                "avg": 195.741,
                "max": 226.484,
                "p50": 194.83,
                "p95": 218.04,
                "p99": 226.475
            },
            "gpu_util_avg_pct": {
                "avg": 79.077,
                "max": 98.292,
                "p50": 87.158,
                "p95": 96.868,
                "p99": 98.08
            },
            "gpu_util_peak_pct": {
                "avg": 99.763,
                "max": 100,
                "p50": 100,
                "p95": 100,
                "p99": 100
            },
            "system_cpu_avg_pct": {
                "avg": 22.877,
                "max": 36.384,
                "p50": 23.51,
                "p95": 32.897,
                "p99": 35.758
            },
            "system_ram_avg_pct": {
                "avg": 46.416,
                "max": 52.205,
                "p50": 47.388,
                "p95": 50.462,
                "p99": 51.833
            },
            "system_cpu_peak_pct": {
                "avg": 53.526,
                "max": 100,
                "p50": 53.3,
                "p95": 78.35,
                "p99": 100
            },
            "system_ram_peak_pct": {
                "avg": 46.532,
                "max": 52.3,
                "p50": 47.45,
                "p95": 50.575,
                "p99": 51.93
            },
            "process_cpu_pct_derived": {
                "avg": 10.835,
                "max": 29.792,
                "p50": 10.008,
                "p95": 18.498,
                "p99": 25.661
            }
        },
        "queue_ms": {
            "avg": 126.656,
            "max": 7544,
            "p50": 0,
            "p95": 0,
            "p99": 4003.9
        },
        "requests": 186,
        "llm_calls": 186,
        "efficiency": {
            "cache_hits": 0,
            "retry_calls": 0,
            "inference_avoided": 0,
            "approx_gpu_energy_wh": 48.031902
        },
        "latency_ms": {
            "avg": 6330.102,
            "max": 14070,
            "p50": 5958,
            "p95": 11178.25,
            "p99": 12707.75
        },
        "role_usage": {
            "instant": 113,
            "standard": 2,
            "reasoning": 71
        },
        "model_usage": {
            "local-primary": 186
        },
        "success_rate": 1,
        "total_tokens": 511740,
        "output_tokens": 27775,
        "prompt_tokens": 483965,
        "tokens_per_second": {
            "avg": 50.142,
            "max": 70.445,
            "p50": 49.176,
            "p95": 61.643,
            "p99": 64.688
        },
        "context_over_budget": 0,
        "context_utilization": {
            "avg": 0.5,
            "max": 0.745,
            "p50": 0.566,
            "p95": 0.644,
            "p99": 0.644
        },
        "llm_calls_per_request": 1
    },
    "payload": {
        "gpu": "NVIDIA GeForce RTX 3070",
        "model": "qwen2.5-coder:7b-instruct-q4_K_M",
        "request_count": 186,
        "window_end_utc": "2026-09-14T05:38:08Z",
        "snapshot_schema": "forge.telemetry.snapshot.v1",
        "producer_version": "forge-met-snapshot-v1.0.2",
        "telemetry_schema": "forge.request.telemetry.v2",
        "window_start_utc": "2026-09-14T00:07:00Z",
        "aggregation_basis": "matched_request_records",
        "source_file_count": 1,
        "invalid_line_count": 0,
        "filtered_line_count": 0,
        "fixed_context_tokens": "8192",
        "hardware_aggregation": "unweighted_per_request_summaries",
        "forge_runtime_version": "1.1.1-dev"
    },
    "project": "FORGE AI",
    "subject": {
        "id": "forge-runtime-20260914T000700Z-20260914T053808Z",
        "type": "telemetry_window",
        "version": "1"
    },
    "visibility": "public",
    "attestation": {
        "namespace": "MET",
        "asset_name": "FORGEAI#MET1V1",
        "asset_version": 1,
        "token_sequence": 1
    },
    "commitments": {
        "mode": "sha256",
        "config": null,
        "schema": "forge-evidence-v1",
        "payload": "4cf64e44b2b65dd7beff3c450269877e0f85b14ddd496b4b52f75c42af1bf497",
        "provenance": "8c842271539db0d3b08a21348bfe40ac1048c4d2fd73b2baba90825f5e93b1fa",
        "environment": null,
        "artifact_manifest": null
    },
    "correlation": {
        "correlation_id": null,
        "parent_event_uuid": null
    },
    "ledger_component_version": "forge-evidence-ledger-v1.1.0"
}