{ "capacity": [ { "config": { "mns": 16, "name": "tp1_mns16", "tp": 1 }, "lower_censored": false, "maximum_tested_feasible_request_rate": 8.0, "maximum_tested_feasible_request_rate_per_gpu": 8.0, "upper_censored": false }, { "config": { "mns": 32, "name": "tp1_mns32", "tp": 1 }, "lower_censored": false, "maximum_tested_feasible_request_rate": 8.0, "maximum_tested_feasible_request_rate_per_gpu": 8.0, "upper_censored": false }, { "config": { "mns": 64, "name": "tp1_mns64", "tp": 1 }, "lower_censored": false, "maximum_tested_feasible_request_rate": 8.0, "maximum_tested_feasible_request_rate_per_gpu": 8.0, "upper_censored": false }, { "config": { "mns": 8, "name": "tp1_mns8", "tp": 1 }, "lower_censored": false, "maximum_tested_feasible_request_rate": 8.0, "maximum_tested_feasible_request_rate_per_gpu": 8.0, "upper_censored": false } ], "config_results": [ { "config": { "mns": 8, "name": "tp1_mns8", "tp": 1 }, "loads": [ { "config": { "mns": 8, "name": "tp1_mns8", "tp": 1 }, "elapsed_seconds": 20.451046466827393, "offered_request_rate": 4.0, "offered_request_rate_per_gpu": 4.0, "request_count": 64, "request_metrics_sha256": "f0cfb072afcc2fc82a92c59ddb4e8cfc1e3201e15848f37785eeb9fdd975e779", "score": { "feasible": true, "pass_rate": 1.0, "passed": 64, "throughput_requests_per_second": 4.0197002243768605, "ttft_max_ms": 171.58529929215405, "ttft_p50_ms": 171.58529929215405, "ttft_p95_ms": 171.58529929215405 }, "status": "completed", "trace_sha256": "0cef631f351f5afd880172d0467d62d9813de5ba36fd3795f91afe3256450c05" }, { "config": { "mns": 8, "name": "tp1_mns8", "tp": 1 }, "elapsed_seconds": 22.0544171333313, "offered_request_rate": 8.0, "offered_request_rate_per_gpu": 8.0, "request_count": 64, "request_metrics_sha256": "cfebfbd8aa5d9603158d8ff4e786119433b4c0d705f733ba242da46a6a6fdfb0", "score": { "feasible": true, "pass_rate": 1.0, "passed": 64, "throughput_requests_per_second": 7.742175153637853, "ttft_max_ms": 570.3133207139617, "ttft_p50_ms": 391.4107605377559, "ttft_p95_ms": 516.4107605377559 }, "status": "completed", "trace_sha256": "c49314cbe4e4b07a9335b57e861ec5b6541ea4cc061ca9abf923453276c419fd" }, { "config": { "mns": 8, "name": "tp1_mns8", "tp": 1 }, "elapsed_seconds": 18.859471321105957, "offered_request_rate": 16.0, "offered_request_rate_per_gpu": 16.0, "request_count": 64, "request_metrics_sha256": "03578ba406b3299e70ba7975e6b9872d381a5f4bd4fbc3c8f6a8ba49e9b53f2e", "score": { "feasible": false, "pass_rate": 0.3125, "passed": 20, "throughput_requests_per_second": 8.916224898348922, "ttft_max_ms": 3318.8404181099845, "ttft_p50_ms": 1814.2305264490028, "ttft_p95_ms": 3193.8404181099845 }, "status": "completed", "trace_sha256": "2504b6340f764e726110e48251f8017a2f9ba67b44b8af7d3a838bf674823d33" }, { "config": { "mns": 8, "name": "tp1_mns8", "tp": 1 }, "elapsed_seconds": 16.640390872955322, "offered_request_rate": 32.0, "offered_request_rate_per_gpu": 32.0, "request_count": 64, "request_metrics_sha256": "0b761b5f42e65b694eb34735433d43b473ed67415fb4e17b89894fc840b645fc", "score": { "feasible": false, "pass_rate": 0.203125, "passed": 13, "throughput_requests_per_second": 9.07297385348011, "ttft_max_ms": 5147.666503402199, "ttft_p50_ms": 2739.3537469047046, "ttft_p95_ms": 4962.713638565687 }, "status": "completed", "trace_sha256": "5508a3ce590f7d1b0b3c211a2d4f2131886a7ae2d85cafa0c436a8e3029675f1" }, { "config": { "mns": 8, "name": "tp1_mns8", "tp": 1 }, "elapsed_seconds": 18.142091274261475, "offered_request_rate": 64.0, "offered_request_rate_per_gpu": 64.0, "request_count": 64, "request_metrics_sha256": "078209f2f56f21243384bdc70add105bf4942ee44ec8cc9573cad399a4a10e03", "score": { "feasible": false, "pass_rate": 0.140625, "passed": 9, "throughput_requests_per_second": 9.07297385348011, "ttft_max_ms": 6100.791503402199, "ttft_p50_ms": 3208.1037469047046, "ttft_p95_ms": 5853.338638565687 }, "status": "completed", "trace_sha256": "8987c3ebd4a7db983dc0e99e44710cd44a9d5d21cdb8e6b58878b160918593d9" } ] }, { "config": { "mns": 16, "name": "tp1_mns16", "tp": 1 }, "loads": [ { "config": { "mns": 16, "name": "tp1_mns16", "tp": 1 }, "elapsed_seconds": 19.96323037147522, "offered_request_rate": 4.0, "offered_request_rate_per_gpu": 4.0, "request_count": 64, "request_metrics_sha256": "f0cfb072afcc2fc82a92c59ddb4e8cfc1e3201e15848f37785eeb9fdd975e779", "score": { "feasible": true, "pass_rate": 1.0, "passed": 64, "throughput_requests_per_second": 4.0197002243768605, "ttft_max_ms": 171.58529929215405, "ttft_p50_ms": 171.58529929215405, "ttft_p95_ms": 171.58529929215405 }, "status": "completed", "trace_sha256": "0cef631f351f5afd880172d0467d62d9813de5ba36fd3795f91afe3256450c05" }, { "config": { "mns": 16, "name": "tp1_mns16", "tp": 1 }, "elapsed_seconds": 18.554351568222046, "offered_request_rate": 8.0, "offered_request_rate_per_gpu": 8.0, "request_count": 64, "request_metrics_sha256": "cfebfbd8aa5d9603158d8ff4e786119433b4c0d705f733ba242da46a6a6fdfb0", "score": { "feasible": true, "pass_rate": 1.0, "passed": 64, "throughput_requests_per_second": 7.742175153637853, "ttft_max_ms": 570.3133207139617, "ttft_p50_ms": 391.4107605377559, "ttft_p95_ms": 516.4107605377559 }, "status": "completed", "trace_sha256": "c49314cbe4e4b07a9335b57e861ec5b6541ea4cc061ca9abf923453276c419fd" }, { "config": { "mns": 16, "name": "tp1_mns16", "tp": 1 }, "elapsed_seconds": 25.70284128189087, "offered_request_rate": 16.0, "offered_request_rate_per_gpu": 16.0, "request_count": 64, "request_metrics_sha256": "03578ba406b3299e70ba7975e6b9872d381a5f4bd4fbc3c8f6a8ba49e9b53f2e", "score": { "feasible": false, "pass_rate": 0.3125, "passed": 20, "throughput_requests_per_second": 8.916224898348922, "ttft_max_ms": 3318.8404181099845, "ttft_p50_ms": 1814.2305264490028, "ttft_p95_ms": 3193.8404181099845 }, "status": "completed", "trace_sha256": "2504b6340f764e726110e48251f8017a2f9ba67b44b8af7d3a838bf674823d33" }, { "config": { "mns": 16, "name": "tp1_mns16", "tp": 1 }, "elapsed_seconds": 20.056548833847046, "offered_request_rate": 32.0, "offered_request_rate_per_gpu": 32.0, "request_count": 64, "request_metrics_sha256": "0b761b5f42e65b694eb34735433d43b473ed67415fb4e17b89894fc840b645fc", "score": { "feasible": false, "pass_rate": 0.203125, "passed": 13, "throughput_requests_per_second": 9.07297385348011, "ttft_max_ms": 5147.666503402199, "ttft_p50_ms": 2739.3537469047046, "ttft_p95_ms": 4962.713638565687 }, "status": "completed", "trace_sha256": "5508a3ce590f7d1b0b3c211a2d4f2131886a7ae2d85cafa0c436a8e3029675f1" }, { "config": { "mns": 16, "name": "tp1_mns16", "tp": 1 }, "elapsed_seconds": 11.15293574333191, "offered_request_rate": 64.0, "offered_request_rate_per_gpu": 64.0, "request_count": 64, "request_metrics_sha256": "078209f2f56f21243384bdc70add105bf4942ee44ec8cc9573cad399a4a10e03", "score": { "feasible": false, "pass_rate": 0.140625, "passed": 9, "throughput_requests_per_second": 9.07297385348011, "ttft_max_ms": 6100.791503402199, "ttft_p50_ms": 3208.1037469047046, "ttft_p95_ms": 5853.338638565687 }, "status": "completed", "trace_sha256": "8987c3ebd4a7db983dc0e99e44710cd44a9d5d21cdb8e6b58878b160918593d9" } ] }, { "config": { "mns": 32, "name": "tp1_mns32", "tp": 1 }, "loads": [ { "config": { "mns": 32, "name": "tp1_mns32", "tp": 1 }, "elapsed_seconds": 10.411258935928345, "offered_request_rate": 4.0, "offered_request_rate_per_gpu": 4.0, "request_count": 64, "request_metrics_sha256": "f0cfb072afcc2fc82a92c59ddb4e8cfc1e3201e15848f37785eeb9fdd975e779", "score": { "feasible": true, "pass_rate": 1.0, "passed": 64, "throughput_requests_per_second": 4.0197002243768605, "ttft_max_ms": 171.58529929215405, "ttft_p50_ms": 171.58529929215405, "ttft_p95_ms": 171.58529929215405 }, "status": "completed", "trace_sha256": "0cef631f351f5afd880172d0467d62d9813de5ba36fd3795f91afe3256450c05" }, { "config": { "mns": 32, "name": "tp1_mns32", "tp": 1 }, "elapsed_seconds": 10.355234384536743, "offered_request_rate": 8.0, "offered_request_rate_per_gpu": 8.0, "request_count": 64, "request_metrics_sha256": "cfebfbd8aa5d9603158d8ff4e786119433b4c0d705f733ba242da46a6a6fdfb0", "score": { "feasible": true, "pass_rate": 1.0, "passed": 64, "throughput_requests_per_second": 7.742175153637853, "ttft_max_ms": 570.3133207139617, "ttft_p50_ms": 391.4107605377559, "ttft_p95_ms": 516.4107605377559 }, "status": "completed", "trace_sha256": "c49314cbe4e4b07a9335b57e861ec5b6541ea4cc061ca9abf923453276c419fd" }, { "config": { "mns": 32, "name": "tp1_mns32", "tp": 1 }, "elapsed_seconds": 10.098335266113281, "offered_request_rate": 16.0, "offered_request_rate_per_gpu": 16.0, "request_count": 64, "request_metrics_sha256": "03578ba406b3299e70ba7975e6b9872d381a5f4bd4fbc3c8f6a8ba49e9b53f2e", "score": { "feasible": false, "pass_rate": 0.3125, "passed": 20, "throughput_requests_per_second": 8.916224898348922, "ttft_max_ms": 3318.8404181099845, "ttft_p50_ms": 1814.2305264490028, "ttft_p95_ms": 3193.8404181099845 }, "status": "completed", "trace_sha256": "2504b6340f764e726110e48251f8017a2f9ba67b44b8af7d3a838bf674823d33" }, { "config": { "mns": 32, "name": "tp1_mns32", "tp": 1 }, "elapsed_seconds": 9.8981294631958, "offered_request_rate": 32.0, "offered_request_rate_per_gpu": 32.0, "request_count": 64, "request_metrics_sha256": "0b761b5f42e65b694eb34735433d43b473ed67415fb4e17b89894fc840b645fc", "score": { "feasible": false, "pass_rate": 0.203125, "passed": 13, "throughput_requests_per_second": 9.07297385348011, "ttft_max_ms": 5147.666503402199, "ttft_p50_ms": 2739.3537469047046, "ttft_p95_ms": 4962.713638565687 }, "status": "completed", "trace_sha256": "5508a3ce590f7d1b0b3c211a2d4f2131886a7ae2d85cafa0c436a8e3029675f1" }, { "config": { "mns": 32, "name": "tp1_mns32", "tp": 1 }, "elapsed_seconds": 9.754717826843262, "offered_request_rate": 64.0, "offered_request_rate_per_gpu": 64.0, "request_count": 64, "request_metrics_sha256": "078209f2f56f21243384bdc70add105bf4942ee44ec8cc9573cad399a4a10e03", "score": { "feasible": false, "pass_rate": 0.140625, "passed": 9, "throughput_requests_per_second": 9.07297385348011, "ttft_max_ms": 6100.791503402199, "ttft_p50_ms": 3208.1037469047046, "ttft_p95_ms": 5853.338638565687 }, "status": "completed", "trace_sha256": "8987c3ebd4a7db983dc0e99e44710cd44a9d5d21cdb8e6b58878b160918593d9" } ] }, { "config": { "mns": 64, "name": "tp1_mns64", "tp": 1 }, "loads": [ { "config": { "mns": 64, "name": "tp1_mns64", "tp": 1 }, "elapsed_seconds": 9.84917163848877, "offered_request_rate": 4.0, "offered_request_rate_per_gpu": 4.0, "request_count": 64, "request_metrics_sha256": "f0cfb072afcc2fc82a92c59ddb4e8cfc1e3201e15848f37785eeb9fdd975e779", "score": { "feasible": true, "pass_rate": 1.0, "passed": 64, "throughput_requests_per_second": 4.0197002243768605, "ttft_max_ms": 171.58529929215405, "ttft_p50_ms": 171.58529929215405, "ttft_p95_ms": 171.58529929215405 }, "status": "completed", "trace_sha256": "0cef631f351f5afd880172d0467d62d9813de5ba36fd3795f91afe3256450c05" }, { "config": { "mns": 64, "name": "tp1_mns64", "tp": 1 }, "elapsed_seconds": 10.197595357894897, "offered_request_rate": 8.0, "offered_request_rate_per_gpu": 8.0, "request_count": 64, "request_metrics_sha256": "cfebfbd8aa5d9603158d8ff4e786119433b4c0d705f733ba242da46a6a6fdfb0", "score": { "feasible": true, "pass_rate": 1.0, "passed": 64, "throughput_requests_per_second": 7.742175153637853, "ttft_max_ms": 570.3133207139617, "ttft_p50_ms": 391.4107605377559, "ttft_p95_ms": 516.4107605377559 }, "status": "completed", "trace_sha256": "c49314cbe4e4b07a9335b57e861ec5b6541ea4cc061ca9abf923453276c419fd" }, { "config": { "mns": 64, "name": "tp1_mns64", "tp": 1 }, "elapsed_seconds": 10.00463604927063, "offered_request_rate": 16.0, "offered_request_rate_per_gpu": 16.0, "request_count": 64, "request_metrics_sha256": "03578ba406b3299e70ba7975e6b9872d381a5f4bd4fbc3c8f6a8ba49e9b53f2e", "score": { "feasible": false, "pass_rate": 0.3125, "passed": 20, "throughput_requests_per_second": 8.916224898348922, "ttft_max_ms": 3318.8404181099845, "ttft_p50_ms": 1814.2305264490028, "ttft_p95_ms": 3193.8404181099845 }, "status": "completed", "trace_sha256": "2504b6340f764e726110e48251f8017a2f9ba67b44b8af7d3a838bf674823d33" }, { "config": { "mns": 64, "name": "tp1_mns64", "tp": 1 }, "elapsed_seconds": 10.153925895690918, "offered_request_rate": 32.0, "offered_request_rate_per_gpu": 32.0, "request_count": 64, "request_metrics_sha256": "0b761b5f42e65b694eb34735433d43b473ed67415fb4e17b89894fc840b645fc", "score": { "feasible": false, "pass_rate": 0.203125, "passed": 13, "throughput_requests_per_second": 9.07297385348011, "ttft_max_ms": 5147.666503402199, "ttft_p50_ms": 2739.3537469047046, "ttft_p95_ms": 4962.713638565687 }, "status": "completed", "trace_sha256": "5508a3ce590f7d1b0b3c211a2d4f2131886a7ae2d85cafa0c436a8e3029675f1" }, { "config": { "mns": 64, "name": "tp1_mns64", "tp": 1 }, "elapsed_seconds": 10.055675268173218, "offered_request_rate": 64.0, "offered_request_rate_per_gpu": 64.0, "request_count": 64, "request_metrics_sha256": "078209f2f56f21243384bdc70add105bf4942ee44ec8cc9573cad399a4a10e03", "score": { "feasible": false, "pass_rate": 0.140625, "passed": 9, "throughput_requests_per_second": 9.07297385348011, "ttft_max_ms": 6100.791503402199, "ttft_p50_ms": 3208.1037469047046, "ttft_p95_ms": 5853.338638565687 }, "status": "completed", "trace_sha256": "8987c3ebd4a7db983dc0e99e44710cd44a9d5d21cdb8e6b58878b160918593d9" } ] } ], "contract": { "arrival": "open_loop_uniform", "input_tokens": 2048, "output_tokens": 1, "prefix_caching": false, "rates": [ 4.0, 8.0, 16.0, 32.0, 64.0 ], "requests_per_anchor": 64, "target_pass_rate": 0.95, "ttft_slo_ms": 1256.0 }, "frontier": { "git_head": "d9cfeb6d8791fbf2f295dd9744c56a666171776e", "git_status_short": " M frontier/config/config.py\n M frontier/entities/request.py\n M frontier/events/cluster_schedule_event.py\n M frontier/execution_time_predictor/sklearn_execution_time_predictor.py\n M frontier/metrics/constants.py\n M frontier/metrics/metrics_store.py\n M frontier/profiling/common/layers/rotary_embedding.py\n M frontier/profiling/moe/moe_impl.py\n M frontier/profiling/moe/moe_vllm_kernel.py\n M frontier/scheduler/cluster_scheduler/__init__.py\n M frontier/scheduler/cluster_scheduler/base_cluster_scheduler.py\n M frontier/scheduler/cluster_scheduler/cluster_scheduler_registry.py\n M frontier/scheduler/cluster_scheduler/sticky_lor_cluster_scheduler.py\n M frontier/scheduler/replica_scheduler/base_replica_scheduler.py\n M frontier/scheduler/replica_scheduler/vllm_v1_engine_replica_scheduler.py\n M frontier/scheduler/replica_stage_scheduler/replica_stage_schduler.py\n M frontier/simulator.py\n M frontier/types/cluster_scheduler_type.py\n?? data/profiling/compute/h20/\n?? frontier/scheduler/cluster_scheduler/prefix_lor_cluster_scheduler.py\n?? runs/\n?? tests/unit/test_attn_prefill_prediction_fallback.py\n", "source": "/tmp/replayserve-frontier-rs1b" }, "profiles": { "coverage": { "attention": { "1": { "exact_prefill_2048_rows": 1, "profile_batch_size": 1 }, "2": { "exact_prefill_2048_rows": 1, "profile_batch_size": 1 }, "4": { "exact_prefill_2048_rows": 1, "profile_batch_size": 1 } }, "manifest": { "attention_tp_coverage": [ 1, 2, 4 ], "environment_contract": { "dtype": "bfloat16", "frontier_commit": "d9cfeb6d8791fbf2f295dd9744c56a666171776e", "hardware": "NVIDIA H20", "model": "Qwen3-30B-A3B", "tensor_parallel_sizes": [ 1, 2, 4 ], "vllm_source_commit": "88d34c6409e9fb3c7b8ca0c04756f061d2099eb1", "vllm_version": "0.20.0" }, "inputs": { "/home/gahow/phd/aituner/runs/frontier-qwen30-vllm020-profile-v1/fleet-artifacts/qwen30-vllm020-allreduce-full-tp2-20260716-v1-dispatch-aware-20260716T140743025781Z/artifacts/artifacts/allreduce-full-tp2-v1/raw/allreduce-tp2.json": "97c3c76b5a04e95bd9192423c2b891667c668f39cc0dfecbd097d749939f2d0a", "/home/gahow/phd/aituner/runs/frontier-qwen30-vllm020-profile-v1/fleet-artifacts/qwen30-vllm020-allreduce-full-tp4-20260716-v1-dispatch-aware-20260716T141106009788Z/artifacts/artifacts/allreduce-full-tp4-v1/raw/allreduce-tp4.json": "809df9baa6f468cf12bf0c99827475acc67894dd9f3f948976590b665fac0e76", "/home/gahow/phd/aituner/runs/frontier-qwen30-vllm020-profile-v1/fleet-artifacts/qwen30-vllm020-flashattn-kv-full-tp1-20260716-v2-20260716T135132587012Z/artifacts/artifacts/flashattn-kv-full-v2-tp1/raw/flashattn-tp1.json": "dcb4c1bf7e76b9c765f78ddd2b8a734f2d7ba2adac13ce017689a8a77fe69a27", "/home/gahow/phd/aituner/runs/frontier-qwen30-vllm020-profile-v1/fleet-artifacts/qwen30-vllm020-flashattn-kv-full-tp2-20260716-v2-20260716T135134194295Z/artifacts/artifacts/flashattn-kv-full-v2-tp2/raw/flashattn-tp2.json": "43ce042556ba887c8860614b43ccf0f564e5cebc1a0cffbce299d0acb9fa8d07", "/home/gahow/phd/aituner/runs/frontier-qwen30-vllm020-profile-v1/fleet-artifacts/qwen30-vllm020-flashattn-kv-full-tp4-20260716-v2-20260716T135135197200Z/artifacts/artifacts/flashattn-kv-full-v2-tp4/raw/flashattn-tp4.json": "84eef31bcad0f556907a093318a420959d14fdc94474823d11f659704bdfec73", "/home/gahow/phd/aituner/runs/frontier-qwen30-vllm020-profile-v1/fleet-artifacts/qwen30-vllm020-frontier-linear-full-20260716-v2-max-tokens-20260716T144444676943Z/artifacts/artifacts/frontier-linear-full-v2/profiles/compute/h20/qwen3-a3b-30b-moe/linear_op.csv": "67666cb0a4901b74599d468df2e31bcaa2a11a7842cc0cefba24ffce62508e0c", "/home/gahow/phd/aituner/runs/frontier-qwen30-vllm020-profile-v1/fleet-artifacts/qwen30-vllm020-moe-full-20260716-v1-local-shard-20260716T141334565164Z/artifacts/artifacts/moe-full-v1/raw/moe-full.json": "588f6ad0d69c9636d1b852e3df0a12d13cfe731f050ea7ec7aea457cceefbde8", "/home/gahow/phd/aituner/runs/frontier-qwen30-vllm020-profile-v1/fleet-artifacts/qwen30-vllm020-router-full-20260716-v3-tp-context-20260716T145446098505Z/artifacts/artifacts/router-full-v3/raw/router.json": "1962972e983bff3e06a721ef4ae4ec65728ff669681497a4a7e7f769b88b4931" }, "outputs": { "allreduce.json": "b38d14f990578d668523d25b107aceed433da5020d8ada3b6e44d3562261a3b3", "attention.csv": "76dcb767cebb4ec1c4e24bd04d93ddd48b5d271986ebfb51a197ab33e1b3d87d", "attention_true_mixed_fused.csv": "43ef4be90bddc9aeac6dbbe339feec24162cd1f2129a08fbd959e6ee4eaf5f60", "linear_op.csv": "67666cb0a4901b74599d468df2e31bcaa2a11a7842cc0cefba24ffce62508e0c", "moe.csv": "0e4dcba72918a1c4cf4e96ced31ee3829248a19ad54553cebef14417725808b0" }, "profile_id": "qwen3-30b-a3b-bf16-vllm020-h20-tp1-2-4-fused-mixed-total-conserving", "projection_contract": { "allreduce": "Frozen exact runtime measurements; base profile-only comparison keeps the historical Frontier CC backend fixed to isolate compute profile fidelity", "attention": "Pure prefill/extend/decode FA3 core plus separately measured KV update; input/output reshape assumed zero; exported mean is used as median target; true mixed rows use a total-conserving compatibility projection", "attention_true_mixed": "The directly measured fused total is preserved in diagnostics. Frontier's two targets are projected by the same-TP pure prefill/decode reference ratio, with projected prefill + decode exactly equal to the fused total; the split is a schema compatibility attribution, not an observation", "linear": "Frontier profiler using vLLM 0.20 CUDA operators", "moe": "Replicated gate and fused top-k plus TP-local modular expert kernel; expert measurement already includes prepare/finalize so shuffling is zero" }, "row_counts": { "allreduce": 24, "attention_frontier_compatible": 132, "attention_true_mixed_fused_diagnostic": 30, "linear": 36, "moe": 72 }, "schema_version": "frontier_qwen30_vllm020_frozen_profile.v2" } }, "root": "/home/gahow/phd/aituner/runs/frontier-qwen30-vllm020-profile-v1/frozen/profile-v2", "sha256": { "attention": "76dcb767cebb4ec1c4e24bd04d93ddd48b5d271986ebfb51a197ab33e1b3d87d", "linear": "67666cb0a4901b74599d468df2e31bcaa2a11a7842cc0cefba24ffce62508e0c", "manifest": "af40545e75aff55c6333cd2d5379ccf042a5a0b7d7fc7df4f745ce256cb290eb", "moe": "0e4dcba72918a1c4cf4e96ced31ee3829248a19ad54553cebef14417725808b0" } }, "schema": "frontier-qwen30-prefill-surface-v1", "status": "partial_not_decision_bearing" }