{ "generatedAt": "2026-10-18T09:01:31.810306+00:00", "lastSyncTime": "2026-10-18T09:01:29.490906+00:00", "recentLimit": 300, "report": { "architectureCompatibilityBlocks": { "ascend_910-b3|vllm|text-generation|architectures:spark2_5forcausallm": { "architectureSignature": "architectures:spark2_5forcausallm", "architectures": [ "spark2_5forcausallm" ], "evidenceCount": 1, "expiresAt": "2026-11-09T04:58:09+00:00", "framework": "vllm", "latestFailureAt": "2026-10-10T04:58:09+00:00", "latestSuccessfulAt": null, "matchType": "architectures", "modelType": null, "sourceModelIds": [ "cyankiwi/Spark-X2.5-4B-AWQ-INT4" ], "sourceTaskIds": [ "5260113" ], "targetGpu": "Ascend_910-b3", "taskType": "text-generation" }, "ascend_910-b3|vllm|text-generation|architectures:sseswamobaforcausallm": { "architectureSignature": "architectures:sseswamobaforcausallm", "architectures": [ "sseswamobaforcausallm" ], "evidenceCount": 1, "expiresAt": "2026-11-07T14:16:09+00:00", "framework": "vllm", "latestFailureAt": "2026-10-08T14:16:09+00:00", "latestSuccessfulAt": null, "matchType": "architectures", "modelType": null, "sourceModelIds": [ "Panyuqi/SpikingBrain-2.0-base-8k" ], "sourceTaskIds": [ "5260104" ], "targetGpu": "Ascend_910-b3", "taskType": "text-generation" }, "ascend_910-b3|vllm|text-generation|model_type:mini_k3": { "architectureSignature": "model_type:mini_k3", "architectures": [], "evidenceCount": 4, "expiresAt": "2026-11-08T03:26:09+00:00", "framework": "vllm", "latestFailureAt": "2026-10-09T03:26:09+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "mini_k3", "sourceModelIds": [ "nkkbr/Mini-K3-1H-kda-kernel-64-v2", "nkkbr/Mini-K3-1H-attnres-block2-v1_B", "nkkbr/Mini-K3-1H-decay-g64-v2_B", "nkkbr/Mini-K3-1H-kda-kernel-32-v2_D" ], "sourceTaskIds": [ "5378777", "5378776", "5378775", "5378773" ], "targetGpu": "Ascend_910-b3", "taskType": "text-generation" }, "ascend_910-b4|vllm|text-generation|architectures:spark2_5forcausallm": { "architectureSignature": "architectures:spark2_5forcausallm", "architectures": [ "spark2_5forcausallm" ], "evidenceCount": 1, "expiresAt": "2026-11-09T10:38:09+00:00", "framework": "vllm", "latestFailureAt": "2026-10-10T10:38:09+00:00", "latestSuccessfulAt": null, "matchType": "architectures", "modelType": null, "sourceModelIds": [ "cyankiwi/Spark-X2.5-4B-AWQ-INT4" ], "sourceTaskIds": [ "5042147" ], "targetGpu": "Ascend_910-b4", "taskType": "text-generation" }, "ascend_910-b4|vllm|text-generation|architectures:sseswamobaforcausallm": { "architectureSignature": "architectures:sseswamobaforcausallm", "architectures": [ "sseswamobaforcausallm" ], "evidenceCount": 1, "expiresAt": "2026-11-07T20:46:10+00:00", "framework": "vllm", "latestFailureAt": "2026-10-08T20:46:10+00:00", "latestSuccessfulAt": null, "matchType": "architectures", "modelType": null, "sourceModelIds": [ "Panyuqi/SpikingBrain-2.0-base-8k" ], "sourceTaskIds": [ "5011473" ], "targetGpu": "Ascend_910-b4", "taskType": "text-generation" }, "iluvatar_bi-150|vllm|text-generation|architectures:spark2_5forcausallm": { "architectureSignature": "architectures:spark2_5forcausallm", "architectures": [ "spark2_5forcausallm" ], "evidenceCount": 1, "expiresAt": "2026-11-09T00:42:08+00:00", "framework": "vllm", "latestFailureAt": "2026-10-10T00:42:08+00:00", "latestSuccessfulAt": null, "matchType": "architectures", "modelType": null, "sourceModelIds": [ "cyankiwi/Spark-X2.5-4B-AWQ-INT4" ], "sourceTaskIds": [ "5360301" ], "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation" }, "metax_c-500|vllm|text-generation|model_type:mini_k3": { "architectureSignature": "model_type:mini_k3", "architectures": [], "evidenceCount": 3, "expiresAt": "2026-11-09T04:10:09+00:00", "framework": "vllm", "latestFailureAt": "2026-10-10T04:10:09+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "mini_k3", "sourceModelIds": [ "nkkbr/Mini-K3-1H-kda-kernel-0-v2", "nkkbr/Mini-K3-1H-attnres-standard-v1_B", "nkkbr/Mini-K3-1H-decay-g2-v2_C" ], "sourceTaskIds": [ "5319959", "5008520", "5007393" ], "targetGpu": "MetaX_c-500", "taskType": "text-generation" }, "mthreads_s4000|vllm|text-generation|model_type:mini_k3": { "architectureSignature": "model_type:mini_k3", "architectures": [], "evidenceCount": 3, "expiresAt": "2026-11-07T07:08:10+00:00", "framework": "vllm", "latestFailureAt": "2026-10-08T07:08:10+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "mini_k3", "sourceModelIds": [ "nkkbr/Mini-K3-1H-decay-g2-v2_C", "nkkbr/Mini-K3-1H-decay-g16-v2_B", "nkkbr/Mini-K3-1H-attnres-block6-v1_C" ], "sourceTaskIds": [ "5006904", "5006868", "5006850" ], "targetGpu": "Mthreads_s4000", "taskType": "text-generation" }, "sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation|architectures:sophiaforcausallm": { "architectureSignature": "architectures:sophiaforcausallm", "architectures": [ "sophiaforcausallm" ], "evidenceCount": 1, "expiresAt": "2026-11-10T08:42:09+00:00", "framework": "vllm_fix_tokenizer", "latestFailureAt": "2026-10-11T08:42:09+00:00", "latestSuccessfulAt": null, "matchType": "architectures", "modelType": null, "sourceModelIds": [ "Arain119/Sophia" ], "sourceTaskIds": [ "4981869" ], "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation" }, "sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation|architectures:spark2_5forcausallm": { "architectureSignature": "architectures:spark2_5forcausallm", "architectures": [ "spark2_5forcausallm" ], "evidenceCount": 2, "expiresAt": "2026-11-15T12:37:43+00:00", "framework": "vllm_fix_tokenizer", "latestFailureAt": "2026-10-16T12:37:43+00:00", "latestSuccessfulAt": null, "matchType": "architectures", "modelType": null, "sourceModelIds": [ "mlx-community/Spark-X2.5-4B-OptiQ-4bit", "hcnote/SparkMuse-4B" ], "sourceTaskIds": [ "4988004", "4867731" ], "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation" }, "sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation|model_type:gemma4": { "architectureSignature": "model_type:gemma4", "architectures": [], "evidenceCount": 2, "expiresAt": "2026-11-15T05:03:43+00:00", "framework": "vllm_fix_tokenizer", "latestFailureAt": "2026-10-16T05:03:43+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "gemma4", "sourceModelIds": [ "mlx-community/gemma-4-e2b-it-OptiQ-4bit", "mlx-community/gemma-4-26B-A4B-it-qat-OptiQ-4bit" ], "sourceTaskIds": [ "4981867", "4981871" ], "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation" }, "sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation|model_type:mini_k3": { "architectureSignature": "model_type:mini_k3", "architectures": [], "evidenceCount": 1, "expiresAt": "2026-11-10T08:20:08+00:00", "framework": "vllm_fix_tokenizer", "latestFailureAt": "2026-10-11T08:20:08+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "mini_k3", "sourceModelIds": [ "nkkbr/Mini-K3-1H-attnres-block6-v1_C" ], "sourceTaskIds": [ "5009282" ], "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation" }, "sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation|model_type:prism_hadamard_qwen35": { "architectureSignature": "model_type:prism_hadamard_qwen35", "architectures": [], "evidenceCount": 1, "expiresAt": "2026-11-15T04:59:42+00:00", "framework": "vllm_fix_tokenizer", "latestFailureAt": "2026-10-16T04:59:42+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "prism_hadamard_qwen35", "sourceModelIds": [ "prism-ml/Ternary-Bonsai-2-27B-mlx-2bit" ], "sourceTaskIds": [ "4942333" ], "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation" }, "sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation|model_type:qwen3_5_moe": { "architectureSignature": "model_type:qwen3_5_moe", "architectures": [], "evidenceCount": 3, "expiresAt": "2026-11-13T15:23:44+00:00", "framework": "vllm_fix_tokenizer", "latestFailureAt": "2026-10-14T15:23:44+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "qwen3_5_moe", "sourceModelIds": [ "mlx-community/Ornith-1.0-35B-OptiQ-4bit-REAP-19B", "mlx-community/Ornith-1.5-35B-A3B-OptiQ-4bit-REAP-19B", "mlx-community/Qwen3.6-35B-A3B-OptiQ-4bit-REAP-19B" ], "sourceTaskIds": [ "4867730", "4926623", "4984694" ], "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation" }, "sunrise_pt-200-x1|vllm|text-generation|architectures:bailingmoev3forcausallm": { "architectureSignature": "architectures:bailingmoev3forcausallm", "architectures": [ "bailingmoev3forcausallm" ], "evidenceCount": 1, "expiresAt": "2026-11-17T07:05:42+00:00", "framework": "vllm", "latestFailureAt": "2026-10-18T07:05:42+00:00", "latestSuccessfulAt": null, "matchType": "architectures", "modelType": null, "sourceModelIds": [ "Edge0/Edge0-8B-A1B-preview" ], "sourceTaskIds": [ "4893637" ], "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation" }, "sunrise_pt-200-x1|vllm|text-generation|architectures:spark2_5forcausallm": { "architectureSignature": "architectures:spark2_5forcausallm", "architectures": [ "spark2_5forcausallm" ], "evidenceCount": 1, "expiresAt": "2026-11-12T11:31:42+00:00", "framework": "vllm", "latestFailureAt": "2026-10-13T11:31:42+00:00", "latestSuccessfulAt": null, "matchType": "architectures", "modelType": null, "sourceModelIds": [ "hcnote/SparkMuse-4B-INT8" ], "sourceTaskIds": [ "4893638" ], "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation" }, "sunrise_pt-200-x1|vllm|text-generation|model_type:qwen3_5": { "architectureSignature": "model_type:qwen3_5", "architectures": [], "evidenceCount": 6, "expiresAt": "2026-11-15T05:31:42+00:00", "framework": "vllm", "latestFailureAt": "2026-10-16T05:31:42+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "qwen3_5", "sourceModelIds": [ "rapid-mlx/Qwen3.8-27B-4bit-MTP-MLX", "ornith-ai/Ornith-1.5-9B-MLX-6bit", "ddalcu/Qwen3.8-27B-MLX-Serve-iQ-MLX-3.8bpw", "ddalcu/Qwen3.8-27B-MLX-Serve-6bit", "Youssofal/Qwen3.8-27B-MTPLX-Optimized-Speed-FP16" ], "sourceTaskIds": [ "4900532", "4897428", "4784982", "4736921", "4659268" ], "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation" }, "sunrise_pt-200-x1|vllm|text-generation|model_type:qwen3_5_text": { "architectureSignature": "model_type:qwen3_5_text", "architectures": [], "evidenceCount": 1, "expiresAt": "2026-11-12T10:59:42+00:00", "framework": "vllm", "latestFailureAt": "2026-10-13T10:59:42+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "qwen3_5_text", "sourceModelIds": [ "TokenRhythm/NeoHorse-1-4B" ], "sourceTaskIds": [ "4729173" ], "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation" }, "sunrise_pt-200-x1|vllm|text-generation|model_type:rwkv7": { "architectureSignature": "model_type:rwkv7", "architectures": [], "evidenceCount": 2, "expiresAt": "2026-11-10T07:20:09+00:00", "framework": "vllm", "latestFailureAt": "2026-10-11T07:20:09+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "rwkv7", "sourceModelIds": [ "RWKV/RWKV7-2.9B-20260805", "RWKV/RWKV7-1.5B-20260805" ], "sourceTaskIds": [ "4658219", "4674757" ], "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation" }, "sunrise_pt-200-x1|vllm|text-generation|model_type:zaya": { "architectureSignature": "model_type:zaya", "architectures": [], "evidenceCount": 1, "expiresAt": "2026-11-10T07:24:09+00:00", "framework": "vllm", "latestFailureAt": "2026-10-11T07:24:09+00:00", "latestSuccessfulAt": null, "matchType": "model_type", "modelType": "zaya", "sourceModelIds": [ "JANGQ-AI/Osaurus-AppleScript-8B-JANG_4M" ], "sourceTaskIds": [ "4725844" ], "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation" } }, "architectureCompatibilitySummary": { "activeBlockCount": 20, "byGpuFramework": { "Ascend_910-b3|vllm": 3, "Ascend_910-b4|vllm": 2, "Iluvatar_bi-150|vllm": 1, "MetaX_c-500|vllm": 1, "Mthreads_s4000|vllm": 1, "Sunrise_pt-200-x1|vllm": 6, "Sunrise_pt-200-x1|vllm_fix_tokenizer": 6 }, "ttlDays": 30 }, "combinationStats": { "Ascend_910-b3|llamacpp|text-generation": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "llamacpp", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", "total": 1, "unresolvedFailureCount": 1 }, "Ascend_910-b3|unknown|feature_emb": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "日志缺失": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "feature_emb", "total": 1, "unresolvedFailureCount": 1 }, "Ascend_910-b3|unknown|text-generation": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 1.0, "decisionTotal": 22, "failureBreakdown": { "ambiguous_runtime": 1, "参数/模板问题": 63, "日志缺失": 1 }, "failureCount": 65, "failureRate": 0.7471, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 22, "successRate": 0.2529, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", "total": 87, "unresolvedFailureCount": 65 }, "Ascend_910-b3|unknown|visual-multi-modal": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "日志缺失": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "visual-multi-modal", "total": 1, "unresolvedFailureCount": 1 }, "Ascend_910-b3|vllm|text-generation": { "attributableFailureCount": 129, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 129, "failureBreakdown": { "ambiguous_runtime": 161, "context_length": 9, "framework_architecture_unsupported": 114, "memory_capacity": 2, "platform_storage": 1, "repository_structure": 1, "tokenizer_compatibility": 3 }, "failureCount": 291, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", "total": 291, "unresolvedFailureCount": 161 }, "Ascend_910-b3|vllm|visual-multi-modal": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "framework_architecture_unsupported": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "visual-multi-modal", "total": 1, "unresolvedFailureCount": 0 }, "Ascend_910-b4|llamacpp|text-generation": { "attributableFailureCount": 92, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 92, "failureBreakdown": { "ambiguous_runtime": 19, "memory_capacity": 9, "model_load": 83 }, "failureCount": 111, "failureRate": 1.0, "framework": "llamacpp", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", "total": 111, "unresolvedFailureCount": 19 }, "Ascend_910-b4|llamacpp|unknown": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "model_load": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "llamacpp", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "unknown", "total": 1, "unresolvedFailureCount": 0 }, "Ascend_910-b4|llamacpp|visual-multi-modal": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "model_load": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "llamacpp", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "visual-multi-modal", "total": 1, "unresolvedFailureCount": 0 }, "Ascend_910-b4|unknown|text-generation": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 1.0, "decisionTotal": 60, "failureBreakdown": { "ambiguous_runtime": 2, "参数/模板问题": 276, "日志缺失": 10 }, "failureCount": 288, "failureRate": 0.8276, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 60, "successRate": 0.1724, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", "total": 348, "unresolvedFailureCount": 288 }, "Ascend_910-b4|unknown|visual-multi-modal": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 1.0, "decisionTotal": 2, "failureBreakdown": { "ambiguous_runtime": 6, "参数/模板问题": 8, "日志缺失": 4 }, "failureCount": 18, "failureRate": 0.9, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 2, "successRate": 0.1, "targetGpu": "Ascend_910-b4", "taskType": "visual-multi-modal", "total": 20, "unresolvedFailureCount": 18 }, "Ascend_910-b4|vllm|text-generation": { "attributableFailureCount": 239, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 239, "failureBreakdown": { "ambiguous_runtime": 226, "context_length": 1, "framework_architecture_unsupported": 191, "memory_capacity": 10, "platform_storage": 3, "repository_structure": 27, "tokenizer_compatibility": 10 }, "failureCount": 468, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 3, "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", "total": 468, "unresolvedFailureCount": 226 }, "Biren_166m|unknown|feature_emb": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "参数/模板问题": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Biren_166m", "taskType": "feature_emb", "total": 1, "unresolvedFailureCount": 1 }, "Biren_166m|unknown|text-generation": { "attributableFailureCount": 395, "decisionFailureRate": 0.9405, "decisionSuccessRate": 0.0595, "decisionTotal": 420, "failureBreakdown": { "ambiguous_runtime": 92, "backend_operator": 4, "configuration_launch": 191, "context_length": 10, "framework_architecture_unsupported": 136, "memory_capacity": 2, "model_load": 24, "repository_structure": 18, "runtime_memory": 2, "tokenizer_compatibility": 8, "参数/模板问题": 217, "日志缺失": 62 }, "failureCount": 766, "failureRate": 0.9684, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 25, "successRate": 0.0316, "targetGpu": "Biren_166m", "taskType": "text-generation", "total": 791, "unresolvedFailureCount": 371 }, "Biren_166m|unknown|visual-multi-modal": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "framework_architecture_unsupported": 1, "参数/模板问题": 1 }, "failureCount": 2, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Biren_166m", "taskType": "visual-multi-modal", "total": 2, "unresolvedFailureCount": 1 }, "Cambricon_mlu-370-x4|unknown|text-generation": { "attributableFailureCount": 993, "decisionFailureRate": 0.9306, "decisionSuccessRate": 0.0694, "decisionTotal": 1067, "failureBreakdown": { "ambiguous_runtime": 288, "architecture_compatibility": 11, "context_length": 48, "framework_architecture_unsupported": 453, "memory_capacity": 217, "model_load": 8, "platform_storage": 7, "quantization_compatibility": 138, "repository_structure": 84, "tokenizer_compatibility": 34, "参数/模板问题": 309, "日志缺失": 12 }, "failureCount": 1609, "failureRate": 0.956, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 7, "successCount": 74, "successRate": 0.044, "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation", "total": 1683, "unresolvedFailureCount": 609 }, "Cambricon_mlu-370-x4|unknown|unknown": { "attributableFailureCount": 2, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 2, "failureBreakdown": { "repository_structure": 1, "tokenizer_compatibility": 1 }, "failureCount": 2, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x4", "taskType": "unknown", "total": 2, "unresolvedFailureCount": 0 }, "Cambricon_mlu-370-x4|unknown|visual-multi-modal": { "attributableFailureCount": 9, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 9, "failureBreakdown": { "framework_architecture_unsupported": 7, "memory_capacity": 2, "参数/模板问题": 4, "日志缺失": 1 }, "failureCount": 14, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x4", "taskType": "visual-multi-modal", "total": 14, "unresolvedFailureCount": 5 }, "Cambricon_mlu-370-x8|unknown|feature_emb": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "feature_emb", "total": 1, "unresolvedFailureCount": 1 }, "Cambricon_mlu-370-x8|unknown|text-generation": { "attributableFailureCount": 170, "decisionFailureRate": 0.9189, "decisionSuccessRate": 0.0811, "decisionTotal": 185, "failureBreakdown": { "ambiguous_runtime": 59, "framework_architecture_unsupported": 58, "memory_capacity": 4, "model_load": 6, "platform_storage": 2, "quantization_compatibility": 99, "tokenizer_compatibility": 3, "参数/模板问题": 82 }, "failureCount": 313, "failureRate": 0.9543, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 15, "successRate": 0.0457, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", "total": 328, "unresolvedFailureCount": 141 }, "Iluvatar_bi-100|transformers|text-generation": { "attributableFailureCount": 13, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 13, "failureBreakdown": { "ambiguous_runtime": 41, "framework_architecture_unsupported": 13 }, "failureCount": 54, "failureRate": 1.0, "framework": "transformers", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-100", "taskType": "text-generation", "total": 54, "unresolvedFailureCount": 41 }, "Iluvatar_bi-100|unknown|feature_emb": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "日志缺失": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-100", "taskType": "feature_emb", "total": 1, "unresolvedFailureCount": 1 }, "Iluvatar_bi-100|unknown|text-generation": { "attributableFailureCount": 7, "decisionFailureRate": 0.1029, "decisionSuccessRate": 0.8971, "decisionTotal": 68, "failureBreakdown": { "ambiguous_runtime": 7, "context_length": 1, "framework_architecture_unsupported": 6, "platform_infrastructure": 9, "参数/模板问题": 206, "日志缺失": 92 }, "failureCount": 321, "failureRate": 0.8403, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 9, "successCount": 61, "successRate": 0.1597, "targetGpu": "Iluvatar_bi-100", "taskType": "text-generation", "total": 382, "unresolvedFailureCount": 305 }, "Iluvatar_bi-100|unknown|text-to-image-generation": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 60, "参数/模板问题": 13, "日志缺失": 13 }, "failureCount": 86, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-100", "taskType": "text-to-image-generation", "total": 86, "unresolvedFailureCount": 86 }, "Iluvatar_bi-100|unknown|unknown": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 3, "参数/模板问题": 1 }, "failureCount": 4, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-100", "taskType": "unknown", "total": 4, "unresolvedFailureCount": 4 }, "Iluvatar_bi-100|unknown|visual-multi-modal": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 33, "参数/模板问题": 22, "日志缺失": 28 }, "failureCount": 83, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-100", "taskType": "visual-multi-modal", "total": 83, "unresolvedFailureCount": 83 }, "Iluvatar_bi-100|vllm|text-generation": { "attributableFailureCount": 495, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 495, "failureBreakdown": { "ambiguous_runtime": 14, "context_length": 70, "framework_architecture_unsupported": 232, "memory_capacity": 193, "platform_infrastructure": 305, "platform_stall": 6 }, "failureCount": 820, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 311, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-100", "taskType": "text-generation", "total": 820, "unresolvedFailureCount": 14 }, "Iluvatar_bi-100|vllm|unknown": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "platform_infrastructure": 2 }, "failureCount": 2, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-100", "taskType": "unknown", "total": 2, "unresolvedFailureCount": 0 }, "Iluvatar_bi-100|vllm|visual-multi-modal": { "attributableFailureCount": 6, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 6, "failureBreakdown": { "framework_architecture_unsupported": 4, "memory_capacity": 2, "platform_infrastructure": 1 }, "failureCount": 7, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-100", "taskType": "visual-multi-modal", "total": 7, "unresolvedFailureCount": 0 }, "Iluvatar_bi-150|llamacpp|reinforcement_learning": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 3 }, "failureCount": 3, "failureRate": 1.0, "framework": "llamacpp", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "reinforcement_learning", "total": 3, "unresolvedFailureCount": 3 }, "Iluvatar_bi-150|llamacpp|text-generation": { "attributableFailureCount": 92, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 92, "failureBreakdown": { "ambiguous_runtime": 69, "memory_capacity": 11, "model_load": 81 }, "failureCount": 161, "failureRate": 1.0, "framework": "llamacpp", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation", "total": 161, "unresolvedFailureCount": 69 }, "Iluvatar_bi-150|llamacpp|unknown": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "model_load": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "llamacpp", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "unknown", "total": 1, "unresolvedFailureCount": 0 }, "Iluvatar_bi-150|llamacpp|visual-multi-modal": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "model_load": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "llamacpp", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "visual-multi-modal", "total": 1, "unresolvedFailureCount": 0 }, "Iluvatar_bi-150|transformers|text-generation": { "attributableFailureCount": 26, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 26, "failureBreakdown": { "ambiguous_runtime": 20, "framework_architecture_unsupported": 7, "memory_capacity": 5, "model_load": 2, "tokenizer_compatibility": 12 }, "failureCount": 46, "failureRate": 1.0, "framework": "transformers", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation", "total": 46, "unresolvedFailureCount": 20 }, "Iluvatar_bi-150|unknown|asr": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 1.0, "decisionTotal": 1, "failureBreakdown": { "ambiguous_runtime": 36, "参数/模板问题": 9, "日志缺失": 12 }, "failureCount": 57, "failureRate": 0.9828, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 1, "successRate": 0.0172, "targetGpu": "Iluvatar_bi-150", "taskType": "asr", "total": 58, "unresolvedFailureCount": 57 }, "Iluvatar_bi-150|unknown|feature_emb": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "日志缺失": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "feature_emb", "total": 1, "unresolvedFailureCount": 1 }, "Iluvatar_bi-150|unknown|question_answering": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 1.0, "decisionTotal": 1, "failureBreakdown": { "ambiguous_runtime": 1, "日志缺失": 1 }, "failureCount": 2, "failureRate": 0.6667, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 1, "successRate": 0.3333, "targetGpu": "Iluvatar_bi-150", "taskType": "question_answering", "total": 3, "unresolvedFailureCount": 2 }, "Iluvatar_bi-150|unknown|reinforcement_learning": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 1.0, "decisionTotal": 3, "failureBreakdown": { "ambiguous_runtime": 6, "参数/模板问题": 6, "日志缺失": 11 }, "failureCount": 23, "failureRate": 0.8846, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 3, "successRate": 0.1154, "targetGpu": "Iluvatar_bi-150", "taskType": "reinforcement_learning", "total": 26, "unresolvedFailureCount": 23 }, "Iluvatar_bi-150|unknown|text-generation": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 1.0, "decisionTotal": 143, "failureBreakdown": { "ambiguous_runtime": 74, "参数/模板问题": 283, "日志缺失": 94 }, "failureCount": 451, "failureRate": 0.7593, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 143, "successRate": 0.2407, "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation", "total": 594, "unresolvedFailureCount": 451 }, "Iluvatar_bi-150|unknown|text-to-image-generation": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 59, "参数/模板问题": 13, "日志缺失": 10 }, "failureCount": 82, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "text-to-image-generation", "total": 82, "unresolvedFailureCount": 82 }, "Iluvatar_bi-150|unknown|unknown": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 3, "参数/模板问题": 1 }, "failureCount": 4, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "unknown", "total": 4, "unresolvedFailureCount": 4 }, "Iluvatar_bi-150|unknown|vision_classification": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 39, "参数/模板问题": 6, "日志缺失": 9 }, "failureCount": 54, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "vision_classification", "total": 54, "unresolvedFailureCount": 54 }, "Iluvatar_bi-150|unknown|visual-multi-modal": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 43, "参数/模板问题": 23, "日志缺失": 17 }, "failureCount": 83, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "visual-multi-modal", "total": 83, "unresolvedFailureCount": 83 }, "Iluvatar_bi-150|vllm_fix_tokenizer|text-generation": { "attributableFailureCount": 9, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 9, "failureBreakdown": { "ambiguous_runtime": 50, "memory_capacity": 9 }, "failureCount": 59, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation", "total": 59, "unresolvedFailureCount": 50 }, "Iluvatar_bi-150|vllm|reinforcement_learning": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 20 }, "failureCount": 20, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "reinforcement_learning", "total": 20, "unresolvedFailureCount": 20 }, "Iluvatar_bi-150|vllm|text-generation": { "attributableFailureCount": 636, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 636, "failureBreakdown": { "ambiguous_runtime": 263, "architecture_compatibility": 14, "backend_operator": 12, "context_length": 29, "framework_architecture_unsupported": 254, "memory_capacity": 126, "model_load": 42, "repository_structure": 98, "runtime_memory": 13, "tokenizer_compatibility": 48 }, "failureCount": 899, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation", "total": 899, "unresolvedFailureCount": 263 }, "Iluvatar_bi-150|vllm|unknown": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "ambiguous_runtime": 1, "repository_structure": 1 }, "failureCount": 2, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "unknown", "total": 2, "unresolvedFailureCount": 1 }, "Iluvatar_bi-150|vllm|visual-multi-modal": { "attributableFailureCount": 4, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 4, "failureBreakdown": { "ambiguous_runtime": 1, "architecture_compatibility": 1, "framework_architecture_unsupported": 1, "memory_capacity": 2 }, "failureCount": 5, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "visual-multi-modal", "total": 5, "unresolvedFailureCount": 1 }, "Iluvatar_mrv-100|transformers|text-generation": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "framework_architecture_unsupported": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "transformers", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_mrv-100", "taskType": "text-generation", "total": 1, "unresolvedFailureCount": 0 }, "Iluvatar_mrv-100|unknown|asr": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 44, "参数/模板问题": 10 }, "failureCount": 54, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_mrv-100", "taskType": "asr", "total": 54, "unresolvedFailureCount": 54 }, "Iluvatar_mrv-100|unknown|text-generation": { "attributableFailureCount": 1012, "decisionFailureRate": 0.854, "decisionSuccessRate": 0.146, "decisionTotal": 1185, "failureBreakdown": { "ambiguous_runtime": 169, "architecture_compatibility": 12, "backend_operator": 1, "context_length": 77, "framework_architecture_unsupported": 366, "memory_capacity": 217, "model_load": 88, "platform_storage": 6, "repository_structure": 132, "runtime_memory": 1, "tokenizer_compatibility": 118, "参数/模板问题": 312, "日志缺失": 4 }, "failureCount": 1503, "failureRate": 0.8968, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 6, "successCount": 173, "successRate": 0.1032, "targetGpu": "Iluvatar_mrv-100", "taskType": "text-generation", "total": 1676, "unresolvedFailureCount": 485 }, "Iluvatar_mrv-100|unknown|text-to-image-generation": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 69, "参数/模板问题": 13, "日志缺失": 1 }, "failureCount": 83, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_mrv-100", "taskType": "text-to-image-generation", "total": 83, "unresolvedFailureCount": 83 }, "Iluvatar_mrv-100|unknown|unknown": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "ambiguous_runtime": 3, "platform_storage": 1, "repository_structure": 1, "参数/模板问题": 1 }, "failureCount": 6, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_mrv-100", "taskType": "unknown", "total": 6, "unresolvedFailureCount": 4 }, "Iluvatar_mrv-100|unknown|visual-multi-modal": { "attributableFailureCount": 5, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 5, "failureBreakdown": { "ambiguous_runtime": 37, "framework_architecture_unsupported": 3, "memory_capacity": 2, "参数/模板问题": 20, "日志缺失": 1 }, "failureCount": 63, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_mrv-100", "taskType": "visual-multi-modal", "total": 63, "unresolvedFailureCount": 58 }, "Kunlunxin_p-800|unknown|text-generation": { "attributableFailureCount": 302, "decisionFailureRate": 0.9773, "decisionSuccessRate": 0.0227, "decisionTotal": 309, "failureBreakdown": { "ambiguous_runtime": 2, "backend_operator": 8, "configuration_launch": 264, "framework_architecture_unsupported": 17, "memory_capacity": 2, "model_load": 10, "tokenizer_compatibility": 1, "参数/模板问题": 51 }, "failureCount": 355, "failureRate": 0.9807, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 7, "successRate": 0.0193, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", "total": 362, "unresolvedFailureCount": 53 }, "Kunlunxin_p-800|unknown|visual-multi-modal": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "configuration_launch": 1, "日志缺失": 1 }, "failureCount": 2, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "visual-multi-modal", "total": 2, "unresolvedFailureCount": 1 }, "Kunlunxin_p-800|vllm|text-generation": { "attributableFailureCount": 61, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 61, "failureBreakdown": { "ambiguous_runtime": 10, "backend_operator": 15, "framework_architecture_unsupported": 20, "memory_capacity": 1, "model_load": 20, "platform_storage": 1, "repository_structure": 2, "runtime_memory": 3 }, "failureCount": 72, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 0, "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", "total": 72, "unresolvedFailureCount": 10 }, "Kunlunxin_r-200-8f|unknown|text-generation": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "参数/模板问题": 140, "日志缺失": 29 }, "failureCount": 169, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Kunlunxin_r-200-8f", "taskType": "text-generation", "total": 169, "unresolvedFailureCount": 169 }, "Kunlunxin_r-200-8f|unknown|visual-multi-modal": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "日志缺失": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Kunlunxin_r-200-8f", "taskType": "visual-multi-modal", "total": 1, "unresolvedFailureCount": 1 }, "MetaX_c-500|unknown|feature_emb": { "attributableFailureCount": 7, "decisionFailureRate": 0.5833, "decisionSuccessRate": 0.4167, "decisionTotal": 12, "failureBreakdown": { "ambiguous_runtime": 20, "framework_architecture_unsupported": 7, "参数/模板问题": 12, "日志缺失": 12 }, "failureCount": 51, "failureRate": 0.9107, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 5, "successRate": 0.0893, "targetGpu": "MetaX_c-500", "taskType": "feature_emb", "total": 56, "unresolvedFailureCount": 44 }, "MetaX_c-500|unknown|text-generation": { "attributableFailureCount": 52, "decisionFailureRate": 0.2737, "decisionSuccessRate": 0.7263, "decisionTotal": 190, "failureBreakdown": { "ambiguous_runtime": 79, "context_length": 13, "framework_architecture_unsupported": 24, "memory_capacity": 1, "repository_structure": 14, "参数/模板问题": 417, "日志缺失": 1 }, "failureCount": 549, "failureRate": 0.7991, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 138, "successRate": 0.2009, "targetGpu": "MetaX_c-500", "taskType": "text-generation", "total": 687, "unresolvedFailureCount": 497 }, "MetaX_c-500|unknown|unknown": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 3, "参数/模板问题": 1 }, "failureCount": 4, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "MetaX_c-500", "taskType": "unknown", "total": 4, "unresolvedFailureCount": 4 }, "MetaX_c-500|unknown|visual-multi-modal": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 39, "参数/模板问题": 26, "日志缺失": 2 }, "failureCount": 67, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "MetaX_c-500", "taskType": "visual-multi-modal", "total": 67, "unresolvedFailureCount": 67 }, "MetaX_c-500|vllm|feature_emb": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "repository_structure": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "MetaX_c-500", "taskType": "feature_emb", "total": 1, "unresolvedFailureCount": 0 }, "MetaX_c-500|vllm|text-generation": { "attributableFailureCount": 647, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 647, "failureBreakdown": { "ambiguous_runtime": 134, "architecture_compatibility": 1, "backend_operator": 41, "context_length": 46, "framework_architecture_unsupported": 230, "memory_capacity": 84, "model_load": 66, "platform_storage": 3, "repository_structure": 98, "runtime_memory": 2, "tokenizer_compatibility": 79 }, "failureCount": 784, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 3, "successCount": 0, "successRate": 0.0, "targetGpu": "MetaX_c-500", "taskType": "text-generation", "total": 784, "unresolvedFailureCount": 134 }, "MetaX_c-500|vllm|unknown": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "platform_storage": 1, "repository_structure": 1 }, "failureCount": 2, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 0, "successRate": 0.0, "targetGpu": "MetaX_c-500", "taskType": "unknown", "total": 2, "unresolvedFailureCount": 0 }, "MetaX_c-500|vllm|visual-multi-modal": { "attributableFailureCount": 5, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 5, "failureBreakdown": { "ambiguous_runtime": 1, "framework_architecture_unsupported": 5 }, "failureCount": 6, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "MetaX_c-500", "taskType": "visual-multi-modal", "total": 6, "unresolvedFailureCount": 1 }, "Mthreads_s4000|llamacpp|text-generation": { "attributableFailureCount": 3, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 3, "failureBreakdown": { "ambiguous_runtime": 1, "model_load": 3 }, "failureCount": 4, "failureRate": 1.0, "framework": "llamacpp", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Mthreads_s4000", "taskType": "text-generation", "total": 4, "unresolvedFailureCount": 1 }, "Mthreads_s4000|unknown|text-generation": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 1.0, "decisionTotal": 43, "failureBreakdown": { "参数/模板问题": 68, "日志缺失": 6 }, "failureCount": 74, "failureRate": 0.6325, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 43, "successRate": 0.3675, "targetGpu": "Mthreads_s4000", "taskType": "text-generation", "total": 117, "unresolvedFailureCount": 74 }, "Mthreads_s4000|unknown|unknown": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 2, "参数/模板问题": 1 }, "failureCount": 3, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Mthreads_s4000", "taskType": "unknown", "total": 3, "unresolvedFailureCount": 3 }, "Mthreads_s4000|unknown|visual-multi-modal": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 43, "参数/模板问题": 25, "日志缺失": 90 }, "failureCount": 158, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Mthreads_s4000", "taskType": "visual-multi-modal", "total": 158, "unresolvedFailureCount": 158 }, "Mthreads_s4000|vllm|text-generation": { "attributableFailureCount": 86, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 86, "failureBreakdown": { "ambiguous_runtime": 80, "attention_backend": 2, "backend_operator": 8, "framework_architecture_unsupported": 62, "memory_capacity": 1, "model_load": 3, "platform_storage": 1, "repository_structure": 1, "runtime_memory": 4, "tokenizer_compatibility": 5 }, "failureCount": 167, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 0, "successRate": 0.0, "targetGpu": "Mthreads_s4000", "taskType": "text-generation", "total": 167, "unresolvedFailureCount": 80 }, "Mthreads_s4000|vllm|visual-multi-modal": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "framework_architecture_unsupported": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Mthreads_s4000", "taskType": "visual-multi-modal", "total": 1, "unresolvedFailureCount": 0 }, "Sunrise_pt-200-x1|unknown|feature_emb": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "参数/模板问题": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Sunrise_pt-200-x1", "taskType": "feature_emb", "total": 1, "unresolvedFailureCount": 1 }, "Sunrise_pt-200-x1|unknown|text-generation": { "attributableFailureCount": 38, "decisionFailureRate": 0.2657, "decisionSuccessRate": 0.7343, "decisionTotal": 143, "failureBreakdown": { "ambiguous_runtime": 27, "context_length": 5, "framework_architecture_unsupported": 25, "repository_structure": 8, "参数/模板问题": 229 }, "failureCount": 294, "failureRate": 0.7368, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 105, "successRate": 0.2632, "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation", "total": 399, "unresolvedFailureCount": 256 }, "Sunrise_pt-200-x1|unknown|visual-multi-modal": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "参数/模板问题": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Sunrise_pt-200-x1", "taskType": "visual-multi-modal", "total": 1, "unresolvedFailureCount": 1 }, "Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation": { "attributableFailureCount": 165, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 165, "failureBreakdown": { "ambiguous_runtime": 3, "backend_operator": 11, "framework_architecture_unsupported": 57, "platform_infrastructure": 2, "repository_structure": 1, "runtime_memory": 1, "tokenizer_compatibility": 95 }, "failureCount": 170, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 0, "successRate": 0.0, "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation", "total": 170, "unresolvedFailureCount": 3 }, "Sunrise_pt-200-x1|vllm|text-generation": { "attributableFailureCount": 798, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 798, "failureBreakdown": { "ambiguous_runtime": 86, "architecture_compatibility": 13, "backend_operator": 31, "context_length": 39, "framework_architecture_unsupported": 285, "memory_capacity": 113, "platform_infrastructure": 77, "platform_storage": 2, "repository_structure": 105, "runtime_memory": 2, "tokenizer_compatibility": 210 }, "failureCount": 963, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 79, "successCount": 0, "successRate": 0.0, "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation", "total": 963, "unresolvedFailureCount": 86 }, "Sunrise_pt-200-x1|vllm|unknown": { "attributableFailureCount": 2, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 2, "failureBreakdown": { "tokenizer_compatibility": 2 }, "failureCount": 2, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Sunrise_pt-200-x1", "taskType": "unknown", "total": 2, "unresolvedFailureCount": 0 }, "Sunrise_pt-200-x1|vllm|visual-multi-modal": { "attributableFailureCount": 5, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 5, "failureBreakdown": { "framework_architecture_unsupported": 4, "tokenizer_compatibility": 1 }, "failureCount": 5, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Sunrise_pt-200-x1", "taskType": "visual-multi-modal", "total": 5, "unresolvedFailureCount": 0 }, "Vastai_va16|unknown|feature_emb": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "日志缺失": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Vastai_va16", "taskType": "feature_emb", "total": 1, "unresolvedFailureCount": 1 }, "Vastai_va16|unknown|text-generation": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 1.0, "decisionTotal": 46, "failureBreakdown": { "ambiguous_runtime": 214, "参数/模板问题": 248, "日志缺失": 122 }, "failureCount": 584, "failureRate": 0.927, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 46, "successRate": 0.073, "targetGpu": "Vastai_va16", "taskType": "text-generation", "total": 630, "unresolvedFailureCount": 584 }, "Vastai_va16|unknown|unknown": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Vastai_va16", "taskType": "unknown", "total": 1, "unresolvedFailureCount": 1 }, "Vastai_va16|unknown|visual-multi-modal": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 2, "参数/模板问题": 1, "日志缺失": 1 }, "failureCount": 4, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Vastai_va16", "taskType": "visual-multi-modal", "total": 4, "unresolvedFailureCount": 4 }, "Vastai_va16|vllm|text-generation": { "attributableFailureCount": 466, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 466, "failureBreakdown": { "ambiguous_runtime": 360, "context_length": 9, "framework_architecture_unsupported": 201, "memory_capacity": 133, "model_load": 55, "platform_infrastructure": 254, "platform_storage": 3, "repository_structure": 56, "tokenizer_compatibility": 12 }, "failureCount": 1083, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 257, "successCount": 0, "successRate": 0.0, "targetGpu": "Vastai_va16", "taskType": "text-generation", "total": 1083, "unresolvedFailureCount": 360 }, "Vastai_va16|vllm|unknown": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "repository_structure": 1 }, "failureCount": 1, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Vastai_va16", "taskType": "unknown", "total": 1, "unresolvedFailureCount": 0 }, "Vastai_va16|vllm|visual-multi-modal": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "framework_architecture_unsupported": 1, "platform_infrastructure": 2 }, "failureCount": 3, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 0, "successRate": 0.0, "targetGpu": "Vastai_va16", "taskType": "visual-multi-modal", "total": 3, "unresolvedFailureCount": 0 }, "hygon_k100-ai|llamacpp|text-generation": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 25 }, "failureCount": 25, "failureRate": 1.0, "framework": "llamacpp", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "hygon_k100-ai", "taskType": "text-generation", "total": 25, "unresolvedFailureCount": 25 }, "hygon_k100-ai|unknown|text-generation": { "attributableFailureCount": 22, "decisionFailureRate": 0.3793, "decisionSuccessRate": 0.6207, "decisionTotal": 58, "failureBreakdown": { "ambiguous_runtime": 52, "context_length": 4, "framework_architecture_unsupported": 12, "repository_structure": 6, "参数/模板问题": 414, "日志缺失": 60 }, "failureCount": 548, "failureRate": 0.9384, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 36, "successRate": 0.0616, "targetGpu": "hygon_k100-ai", "taskType": "text-generation", "total": 584, "unresolvedFailureCount": 526 }, "hygon_k100-ai|unknown|unknown": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 2, "参数/模板问题": 1 }, "failureCount": 3, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "hygon_k100-ai", "taskType": "unknown", "total": 3, "unresolvedFailureCount": 3 }, "hygon_k100-ai|unknown|visual-multi-modal": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 45, "参数/模板问题": 22, "日志缺失": 6 }, "failureCount": 73, "failureRate": 1.0, "framework": "unknown", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "hygon_k100-ai", "taskType": "visual-multi-modal", "total": 73, "unresolvedFailureCount": 73 }, "hygon_k100-ai|vllm|text-generation": { "attributableFailureCount": 739, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 739, "failureBreakdown": { "ambiguous_runtime": 206, "architecture_compatibility": 10, "attention_backend": 1, "context_length": 42, "framework_architecture_unsupported": 287, "memory_capacity": 59, "model_load": 74, "platform_storage": 3, "repository_structure": 113, "runtime_memory": 74, "tokenizer_compatibility": 79 }, "failureCount": 948, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 3, "successCount": 0, "successRate": 0.0, "targetGpu": "hygon_k100-ai", "taskType": "text-generation", "total": 948, "unresolvedFailureCount": 206 }, "hygon_k100-ai|vllm|unknown": { "attributableFailureCount": 1, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "platform_storage": 1, "repository_structure": 1 }, "failureCount": 2, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 0, "successRate": 0.0, "targetGpu": "hygon_k100-ai", "taskType": "unknown", "total": 2, "unresolvedFailureCount": 0 }, "hygon_k100-ai|vllm|visual-multi-modal": { "attributableFailureCount": 4, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 4, "failureBreakdown": { "ambiguous_runtime": 1, "framework_architecture_unsupported": 4 }, "failureCount": 5, "failureRate": 1.0, "framework": "vllm", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "hygon_k100-ai", "taskType": "visual-multi-modal", "total": 5, "unresolvedFailureCount": 1 } }, "frameworkSummaries": { "llamacpp": { "attributableFailureCount": 191, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 191, "failureBreakdown": { "ambiguous_runtime": 118, "memory_capacity": 20, "model_load": 171 }, "failureCount": 309, "failureRate": 1.0, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "total": 309, "unresolvedFailureCount": 118 }, "transformers": { "attributableFailureCount": 40, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 40, "failureBreakdown": { "ambiguous_runtime": 61, "framework_architecture_unsupported": 21, "memory_capacity": 5, "model_load": 2, "tokenizer_compatibility": 12 }, "failureCount": 101, "failureRate": 1.0, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "total": 101, "unresolvedFailureCount": 61 }, "unknown": { "attributableFailureCount": 3017, "decisionFailureRate": 0.7586, "decisionSuccessRate": 0.2414, "decisionTotal": 3977, "failureBreakdown": { "ambiguous_runtime": 1666, "architecture_compatibility": 23, "backend_operator": 13, "configuration_launch": 456, "context_length": 158, "framework_architecture_unsupported": 1115, "memory_capacity": 447, "model_load": 136, "platform_infrastructure": 9, "platform_storage": 16, "quantization_compatibility": 237, "repository_structure": 264, "runtime_memory": 3, "tokenizer_compatibility": 165, "参数/模板问题": 3558, "日志缺失": 719 }, "failureCount": 8985, "failureRate": 0.9035, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 25, "successCount": 960, "successRate": 0.0965, "total": 9945, "unresolvedFailureCount": 5943 }, "vllm": { "attributableFailureCount": 4330, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 4330, "failureBreakdown": { "ambiguous_runtime": 1564, "architecture_compatibility": 39, "attention_backend": 3, "backend_operator": 107, "context_length": 245, "framework_architecture_unsupported": 1897, "memory_capacity": 726, "model_load": 260, "platform_infrastructure": 641, "platform_stall": 6, "platform_storage": 19, "repository_structure": 506, "runtime_memory": 98, "tokenizer_compatibility": 449 }, "failureCount": 6560, "failureRate": 1.0, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 666, "successCount": 0, "successRate": 0.0, "total": 6560, "unresolvedFailureCount": 1564 }, "vllm_fix_tokenizer": { "attributableFailureCount": 174, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 174, "failureBreakdown": { "ambiguous_runtime": 53, "backend_operator": 11, "framework_architecture_unsupported": 57, "memory_capacity": 9, "platform_infrastructure": 2, "repository_structure": 1, "runtime_memory": 1, "tokenizer_compatibility": 95 }, "failureCount": 229, "failureRate": 1.0, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 0, "successRate": 0.0, "total": 229, "unresolvedFailureCount": 53 } }, "generatedAt": "2026-10-18T09:01:31.804552+00:00", "gpuSummaries": { "Ascend_910-b3": { "attributableFailureCount": 130, "decisionFailureRate": 0.8553, "decisionSuccessRate": 0.1447, "decisionTotal": 152, "failureBreakdown": { "ambiguous_runtime": 163, "context_length": 9, "framework_architecture_unsupported": 115, "memory_capacity": 2, "platform_storage": 1, "repository_structure": 1, "tokenizer_compatibility": 3, "参数/模板问题": 63, "日志缺失": 3 }, "failureCount": 360, "failureRate": 0.9424, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 22, "successRate": 0.0576, "total": 382, "unresolvedFailureCount": 229 }, "Ascend_910-b4": { "attributableFailureCount": 333, "decisionFailureRate": 0.843, "decisionSuccessRate": 0.157, "decisionTotal": 395, "failureBreakdown": { "ambiguous_runtime": 253, "context_length": 1, "framework_architecture_unsupported": 191, "memory_capacity": 19, "model_load": 85, "platform_storage": 3, "repository_structure": 27, "tokenizer_compatibility": 10, "参数/模板问题": 284, "日志缺失": 14 }, "failureCount": 887, "failureRate": 0.9347, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 3, "successCount": 62, "successRate": 0.0653, "total": 949, "unresolvedFailureCount": 551 }, "Biren_166m": { "attributableFailureCount": 396, "decisionFailureRate": 0.9406, "decisionSuccessRate": 0.0594, "decisionTotal": 421, "failureBreakdown": { "ambiguous_runtime": 92, "backend_operator": 4, "configuration_launch": 191, "context_length": 10, "framework_architecture_unsupported": 137, "memory_capacity": 2, "model_load": 24, "repository_structure": 18, "runtime_memory": 2, "tokenizer_compatibility": 8, "参数/模板问题": 219, "日志缺失": 62 }, "failureCount": 769, "failureRate": 0.9685, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 25, "successRate": 0.0315, "total": 794, "unresolvedFailureCount": 373 }, "Cambricon_mlu-370-x4": { "attributableFailureCount": 1004, "decisionFailureRate": 0.9314, "decisionSuccessRate": 0.0686, "decisionTotal": 1078, "failureBreakdown": { "ambiguous_runtime": 288, "architecture_compatibility": 11, "context_length": 48, "framework_architecture_unsupported": 460, "memory_capacity": 219, "model_load": 8, "platform_storage": 7, "quantization_compatibility": 138, "repository_structure": 85, "tokenizer_compatibility": 35, "参数/模板问题": 313, "日志缺失": 13 }, "failureCount": 1625, "failureRate": 0.9564, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 7, "successCount": 74, "successRate": 0.0436, "total": 1699, "unresolvedFailureCount": 614 }, "Cambricon_mlu-370-x8": { "attributableFailureCount": 170, "decisionFailureRate": 0.9189, "decisionSuccessRate": 0.0811, "decisionTotal": 185, "failureBreakdown": { "ambiguous_runtime": 60, "framework_architecture_unsupported": 58, "memory_capacity": 4, "model_load": 6, "platform_storage": 2, "quantization_compatibility": 99, "tokenizer_compatibility": 3, "参数/模板问题": 82 }, "failureCount": 314, "failureRate": 0.9544, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 2, "successCount": 15, "successRate": 0.0456, "total": 329, "unresolvedFailureCount": 142 }, "Iluvatar_bi-100": { "attributableFailureCount": 521, "decisionFailureRate": 0.8952, "decisionSuccessRate": 0.1048, "decisionTotal": 582, "failureBreakdown": { "ambiguous_runtime": 158, "context_length": 71, "framework_architecture_unsupported": 255, "memory_capacity": 195, "platform_infrastructure": 317, "platform_stall": 6, "参数/模板问题": 242, "日志缺失": 134 }, "failureCount": 1378, "failureRate": 0.9576, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 323, "successCount": 61, "successRate": 0.0424, "total": 1439, "unresolvedFailureCount": 534 }, "Iluvatar_bi-150": { "attributableFailureCount": 770, "decisionFailureRate": 0.8388, "decisionSuccessRate": 0.1612, "decisionTotal": 918, "failureBreakdown": { "ambiguous_runtime": 688, "architecture_compatibility": 15, "backend_operator": 12, "context_length": 29, "framework_architecture_unsupported": 262, "memory_capacity": 153, "model_load": 127, "repository_structure": 99, "runtime_memory": 13, "tokenizer_compatibility": 60, "参数/模板问题": 341, "日志缺失": 155 }, "failureCount": 1954, "failureRate": 0.9296, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 148, "successRate": 0.0704, "total": 2102, "unresolvedFailureCount": 1184 }, "Iluvatar_mrv-100": { "attributableFailureCount": 1019, "decisionFailureRate": 0.8549, "decisionSuccessRate": 0.1451, "decisionTotal": 1192, "failureBreakdown": { "ambiguous_runtime": 322, "architecture_compatibility": 12, "backend_operator": 1, "context_length": 77, "framework_architecture_unsupported": 370, "memory_capacity": 219, "model_load": 88, "platform_storage": 7, "repository_structure": 133, "runtime_memory": 1, "tokenizer_compatibility": 118, "参数/模板问题": 356, "日志缺失": 6 }, "failureCount": 1710, "failureRate": 0.9081, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 7, "successCount": 173, "successRate": 0.0919, "total": 1883, "unresolvedFailureCount": 684 }, "Kunlunxin_p-800": { "attributableFailureCount": 364, "decisionFailureRate": 0.9811, "decisionSuccessRate": 0.0189, "decisionTotal": 371, "failureBreakdown": { "ambiguous_runtime": 12, "backend_operator": 23, "configuration_launch": 265, "framework_architecture_unsupported": 37, "memory_capacity": 3, "model_load": 30, "platform_storage": 1, "repository_structure": 2, "runtime_memory": 3, "tokenizer_compatibility": 1, "参数/模板问题": 51, "日志缺失": 1 }, "failureCount": 429, "failureRate": 0.9839, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 7, "successRate": 0.0161, "total": 436, "unresolvedFailureCount": 64 }, "Kunlunxin_r-200-8f": { "attributableFailureCount": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "参数/模板问题": 140, "日志缺失": 30 }, "failureCount": 170, "failureRate": 1.0, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "total": 170, "unresolvedFailureCount": 170 }, "MetaX_c-500": { "attributableFailureCount": 713, "decisionFailureRate": 0.8329, "decisionSuccessRate": 0.1671, "decisionTotal": 856, "failureBreakdown": { "ambiguous_runtime": 276, "architecture_compatibility": 1, "backend_operator": 41, "context_length": 59, "framework_architecture_unsupported": 266, "memory_capacity": 85, "model_load": 66, "platform_storage": 4, "repository_structure": 114, "runtime_memory": 2, "tokenizer_compatibility": 79, "参数/模板问题": 456, "日志缺失": 15 }, "failureCount": 1464, "failureRate": 0.911, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 4, "successCount": 143, "successRate": 0.089, "total": 1607, "unresolvedFailureCount": 747 }, "Mthreads_s4000": { "attributableFailureCount": 90, "decisionFailureRate": 0.6767, "decisionSuccessRate": 0.3233, "decisionTotal": 133, "failureBreakdown": { "ambiguous_runtime": 126, "attention_backend": 2, "backend_operator": 8, "framework_architecture_unsupported": 63, "memory_capacity": 1, "model_load": 6, "platform_storage": 1, "repository_structure": 1, "runtime_memory": 4, "tokenizer_compatibility": 5, "参数/模板问题": 94, "日志缺失": 96 }, "failureCount": 407, "failureRate": 0.9044, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 1, "successCount": 43, "successRate": 0.0956, "total": 450, "unresolvedFailureCount": 316 }, "Sunrise_pt-200-x1": { "attributableFailureCount": 1008, "decisionFailureRate": 0.9057, "decisionSuccessRate": 0.0943, "decisionTotal": 1113, "failureBreakdown": { "ambiguous_runtime": 116, "architecture_compatibility": 13, "backend_operator": 42, "context_length": 44, "framework_architecture_unsupported": 371, "memory_capacity": 113, "platform_infrastructure": 79, "platform_storage": 2, "repository_structure": 114, "runtime_memory": 3, "tokenizer_compatibility": 308, "参数/模板问题": 231 }, "failureCount": 1436, "failureRate": 0.9319, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 81, "successCount": 105, "successRate": 0.0681, "total": 1541, "unresolvedFailureCount": 347 }, "Vastai_va16": { "attributableFailureCount": 468, "decisionFailureRate": 0.9105, "decisionSuccessRate": 0.0895, "decisionTotal": 514, "failureBreakdown": { "ambiguous_runtime": 577, "context_length": 9, "framework_architecture_unsupported": 202, "memory_capacity": 133, "model_load": 55, "platform_infrastructure": 256, "platform_storage": 3, "repository_structure": 57, "tokenizer_compatibility": 12, "参数/模板问题": 249, "日志缺失": 124 }, "failureCount": 1677, "failureRate": 0.9733, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 259, "successCount": 46, "successRate": 0.0267, "total": 1723, "unresolvedFailureCount": 950 }, "hygon_k100-ai": { "attributableFailureCount": 766, "decisionFailureRate": 0.9551, "decisionSuccessRate": 0.0449, "decisionTotal": 802, "failureBreakdown": { "ambiguous_runtime": 331, "architecture_compatibility": 10, "attention_backend": 1, "context_length": 46, "framework_architecture_unsupported": 303, "memory_capacity": 59, "model_load": 74, "platform_storage": 4, "repository_structure": 120, "runtime_memory": 74, "tokenizer_compatibility": 79, "参数/模板问题": 437, "日志缺失": 66 }, "failureCount": 1604, "failureRate": 0.978, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 4, "successCount": 36, "successRate": 0.022, "total": 1640, "unresolvedFailureCount": 834 } }, "observedGpuMemoryGiB": { "Ascend_910-b3": 64.0, "Ascend_910-b4": 32.0, "Biren_166m": 64.0, "Cambricon_mlu-370-x4": 24.0, "Cambricon_mlu-370-x8": 24.0, "Iluvatar_bi-100": 32.0, "Iluvatar_bi-150": 32.0, "Iluvatar_mrv-100": 32.0, "Kunlunxin_p-800": 100.0, "MetaX_c-500": 64.0, "Mthreads_s4000": 48.0, "Sunrise_pt-200-x1": 64.0, "Vastai_va16": 32.0, "hygon_k100-ai": 64.0 }, "pendingRecords": 0, "policyCancelledRecords": 0, "profileCombinationStats": {}, "recentCombinationStats": { "Ascend_910-b3|unknown|text-generation": { "attributableFailureCount": 0, "consecutiveFailures": 0, "consecutivePlatformFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "参数/模板问题": 5 }, "failureCount": 5, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.953527+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", "total": 5, "unresolvedFailureCount": 5 }, "Ascend_910-b3|vllm|text-generation": { "attributableFailureCount": 6, "consecutiveFailures": 6, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 6, "failureBreakdown": { "ambiguous_runtime": 2, "framework_architecture_unsupported": 6 }, "failureCount": 8, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.956253+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b3", "taskType": "text-generation", "total": 8, "unresolvedFailureCount": 2 }, "Ascend_910-b4|unknown|text-generation": { "attributableFailureCount": 0, "consecutiveFailures": 0, "consecutivePlatformFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "参数/模板问题": 4 }, "failureCount": 4, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.957001+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", "total": 4, "unresolvedFailureCount": 4 }, "Ascend_910-b4|vllm|text-generation": { "attributableFailureCount": 2, "consecutiveFailures": 2, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 2, "failureBreakdown": { "ambiguous_runtime": 2, "framework_architecture_unsupported": 2 }, "failureCount": 4, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.956227+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Ascend_910-b4", "taskType": "text-generation", "total": 4, "unresolvedFailureCount": 2 }, "Biren_166m|unknown|text-generation": { "attributableFailureCount": 12, "consecutiveFailures": 12, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 12, "failureBreakdown": { "configuration_launch": 12, "参数/模板问题": 2 }, "failureCount": 14, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.956949+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Biren_166m", "taskType": "text-generation", "total": 14, "unresolvedFailureCount": 2 }, "Cambricon_mlu-370-x4|unknown|text-generation": { "attributableFailureCount": 4, "consecutiveFailures": 4, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 4, "failureBreakdown": { "ambiguous_runtime": 2, "framework_architecture_unsupported": 3, "quantization_compatibility": 1, "参数/模板问题": 14 }, "failureCount": 20, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:41:34.081588+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x4", "taskType": "text-generation", "total": 20, "unresolvedFailureCount": 16 }, "Cambricon_mlu-370-x8|unknown|text-generation": { "attributableFailureCount": 2, "consecutiveFailures": 2, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 2, "failureBreakdown": { "ambiguous_runtime": 1, "framework_architecture_unsupported": 1, "quantization_compatibility": 1, "参数/模板问题": 2 }, "failureCount": 5, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.953928+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Cambricon_mlu-370-x8", "taskType": "text-generation", "total": 5, "unresolvedFailureCount": 3 }, "Iluvatar_bi-150|unknown|text-generation": { "attributableFailureCount": 0, "consecutiveFailures": 0, "consecutivePlatformFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "参数/模板问题": 20 }, "failureCount": 20, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.954382+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation", "total": 20, "unresolvedFailureCount": 20 }, "Iluvatar_bi-150|vllm|text-generation": { "attributableFailureCount": 1, "consecutiveFailures": 1, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "ambiguous_runtime": 2, "framework_architecture_unsupported": 1 }, "failureCount": 3, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.955474+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_bi-150", "taskType": "text-generation", "total": 3, "unresolvedFailureCount": 2 }, "Iluvatar_mrv-100|unknown|text-generation": { "attributableFailureCount": 2, "consecutiveFailures": 2, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 2, "failureBreakdown": { "ambiguous_runtime": 1, "framework_architecture_unsupported": 1, "tokenizer_compatibility": 1, "参数/模板问题": 17 }, "failureCount": 20, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.955405+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Iluvatar_mrv-100", "taskType": "text-generation", "total": 20, "unresolvedFailureCount": 18 }, "Kunlunxin_p-800|unknown|text-generation": { "attributableFailureCount": 15, "consecutiveFailures": 15, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 15, "failureBreakdown": { "configuration_launch": 15, "参数/模板问题": 3 }, "failureCount": 18, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.954356+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Kunlunxin_p-800", "taskType": "text-generation", "total": 18, "unresolvedFailureCount": 3 }, "MetaX_c-500|unknown|text-generation": { "attributableFailureCount": 0, "consecutiveFailures": 0, "consecutivePlatformFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "参数/模板问题": 20 }, "failureCount": 20, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.956958+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "MetaX_c-500", "taskType": "text-generation", "total": 20, "unresolvedFailureCount": 20 }, "MetaX_c-500|vllm|text-generation": { "attributableFailureCount": 4, "consecutiveFailures": 4, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 4, "failureBreakdown": { "ambiguous_runtime": 2, "framework_architecture_unsupported": 4 }, "failureCount": 6, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.957032+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "MetaX_c-500", "taskType": "text-generation", "total": 6, "unresolvedFailureCount": 2 }, "Mthreads_s4000|unknown|text-generation": { "attributableFailureCount": 0, "consecutiveFailures": 0, "consecutivePlatformFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "参数/模板问题": 20 }, "failureCount": 20, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:41:34.081685+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Mthreads_s4000", "taskType": "text-generation", "total": 20, "unresolvedFailureCount": 20 }, "Mthreads_s4000|vllm|text-generation": { "attributableFailureCount": 5, "consecutiveFailures": 5, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 5, "failureBreakdown": { "ambiguous_runtime": 2, "framework_architecture_unsupported": 3, "tokenizer_compatibility": 2 }, "failureCount": 7, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.953573+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Mthreads_s4000", "taskType": "text-generation", "total": 7, "unresolvedFailureCount": 2 }, "Sunrise_pt-200-x1|unknown|text-generation": { "attributableFailureCount": 0, "consecutiveFailures": 0, "consecutivePlatformFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 1.0, "decisionTotal": 6, "failureBreakdown": { "参数/模板问题": 3 }, "failureCount": 3, "failureRate": 0.3333, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:41:34.067146+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 6, "successRate": 0.6667, "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation", "total": 9, "unresolvedFailureCount": 3 }, "Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation": { "attributableFailureCount": 13, "consecutiveFailures": 13, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 13, "failureBreakdown": { "ambiguous_runtime": 2, "backend_operator": 2, "framework_architecture_unsupported": 10, "tokenizer_compatibility": 1 }, "failureCount": 15, "failureRate": 1.0, "framework": "vllm_fix_tokenizer", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.956585+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation", "total": 15, "unresolvedFailureCount": 2 }, "Sunrise_pt-200-x1|vllm|text-generation": { "attributableFailureCount": 16, "consecutiveFailures": 16, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 16, "failureBreakdown": { "backend_operator": 1, "framework_architecture_unsupported": 12, "tokenizer_compatibility": 3 }, "failureCount": 16, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:41:34.081542+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Sunrise_pt-200-x1", "taskType": "text-generation", "total": 16, "unresolvedFailureCount": 0 }, "Vastai_va16|unknown|text-generation": { "attributableFailureCount": 0, "consecutiveFailures": 0, "consecutivePlatformFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "参数/模板问题": 16 }, "failureCount": 16, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:41:34.081718+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Vastai_va16", "taskType": "text-generation", "total": 16, "unresolvedFailureCount": 16 }, "Vastai_va16|vllm|text-generation": { "attributableFailureCount": 0, "consecutiveFailures": 0, "consecutivePlatformFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 2 }, "failureCount": 2, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.955537+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "Vastai_va16", "taskType": "text-generation", "total": 2, "unresolvedFailureCount": 2 }, "hygon_k100-ai|llamacpp|text-generation": { "attributableFailureCount": 0, "consecutiveFailures": 0, "consecutivePlatformFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "ambiguous_runtime": 2 }, "failureCount": 2, "failureRate": 1.0, "framework": "llamacpp", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.954336+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "hygon_k100-ai", "taskType": "text-generation", "total": 2, "unresolvedFailureCount": 2 }, "hygon_k100-ai|unknown|text-generation": { "attributableFailureCount": 0, "consecutiveFailures": 0, "consecutivePlatformFailures": 0, "decisionFailureRate": 0.0, "decisionSuccessRate": 0.0, "decisionTotal": 0, "failureBreakdown": { "参数/模板问题": 6 }, "failureCount": 6, "failureRate": 1.0, "framework": "unknown", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.953899+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "hygon_k100-ai", "taskType": "text-generation", "total": 6, "unresolvedFailureCount": 6 }, "hygon_k100-ai|vllm|text-generation": { "attributableFailureCount": 1, "consecutiveFailures": 1, "consecutivePlatformFailures": 0, "decisionFailureRate": 1.0, "decisionSuccessRate": 0.0, "decisionTotal": 1, "failureBreakdown": { "ambiguous_runtime": 2, "framework_architecture_unsupported": 1 }, "failureCount": 3, "failureRate": 1.0, "framework": "vllm", "lastPlatformFailureAt": null, "lastTerminalAt": "2026-10-18T08:40:38.955462+00:00", "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 0, "successCount": 0, "successRate": 0.0, "targetGpu": "hygon_k100-ai", "taskType": "text-generation", "total": 3, "unresolvedFailureCount": 2 } }, "recentProfileCombinationStats": {}, "sizedProfileCombinationStats": {}, "terminalRecords": 17144, "totalRecords": 17144, "totals": { "attributableFailureCount": 7752, "decisionFailureRate": 0.8898, "decisionSuccessRate": 0.1102, "decisionTotal": 8712, "failureBreakdown": { "ambiguous_runtime": 3462, "architecture_compatibility": 62, "attention_backend": 3, "backend_operator": 131, "configuration_launch": 456, "context_length": 403, "framework_architecture_unsupported": 3090, "memory_capacity": 1207, "model_load": 569, "platform_infrastructure": 652, "platform_stall": 6, "platform_storage": 35, "quantization_compatibility": 237, "repository_structure": 771, "runtime_memory": 102, "tokenizer_compatibility": 721, "参数/模板问题": 3558, "日志缺失": 719 }, "failureCount": 16184, "failureRate": 0.944, "pendingCount": 0, "pendingRate": 0.0, "platformFailureCount": 693, "successCount": 960, "successRate": 0.056, "total": 17144, "unresolvedFailureCount": 7739 }, "warnings": [ "GPU Kunlunxin_p-800 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Iluvatar_bi-150 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Biren_166m 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Sunrise_pt-200-x1 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Cambricon_mlu-370-x8 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Iluvatar_bi-100 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Iluvatar_mrv-100 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Ascend_910-b4 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Cambricon_mlu-370-x4 本地统计失败率偏高(≥50%),建议重点关注。", "GPU hygon_k100-ai 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Mthreads_s4000 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Ascend_910-b3 本地统计失败率偏高(≥50%),建议重点关注。", "GPU Vastai_va16 本地统计失败率偏高(≥50%),建议重点关注。", "GPU MetaX_c-500 本地统计失败率偏高(≥50%),建议重点关注。", "组合 hygon_k100-ai|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_bi-150|transformers|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Kunlunxin_p-800|unknown|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_bi-100|vllm|visual-multi-modal 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Cambricon_mlu-370-x8|unknown|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Mthreads_s4000|llamacpp|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 hygon_k100-ai|vllm|visual-multi-modal 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_bi-100|transformers|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Ascend_910-b4|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Ascend_910-b3|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_bi-150|vllm|visual-multi-modal 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 MetaX_c-500|vllm|visual-multi-modal 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 MetaX_c-500|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_mrv-100|unknown|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_mrv-100|unknown|visual-multi-modal 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_bi-150|llamacpp|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Sunrise_pt-200-x1|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Ascend_910-b4|llamacpp|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_bi-150|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Kunlunxin_p-800|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Vastai_va16|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Sunrise_pt-200-x1|vllm|visual-multi-modal 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Cambricon_mlu-370-x4|unknown|visual-multi-modal 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_bi-100|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Sunrise_pt-200-x1|vllm_fix_tokenizer|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Mthreads_s4000|vllm|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Cambricon_mlu-370-x4|unknown|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Iluvatar_bi-150|vllm_fix_tokenizer|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。", "组合 Biren_166m|unknown|text-generation 近期失败集中,建议降低该 GPU+框架的提交优先级。" ] }, "storageMode": "decision_state_only", "summarizedRecords": 17144, "version": 1 }