File size: 18,162 Bytes
f1172f1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 | {
"protocol_version": "decision-1.0",
"frozen_at_utc": "2026-09-15T10:29:45.559138+00:00",
"status": "frozen_before_any_new_target_outcome",
"objective": "Within-margin coverage and approval errors using existing donor evidence and bounded target screens.",
"cases": [
{
"case_id": "qwen25_3b-gsm8k-shape1024-n4-steps5",
"model_family": "qwen25_3b",
"dataset": "gsm8k",
"candidates": [
{
"candidate_id": "qwen25_3b-gsm8k-shape1024-n4-steps5-c2",
"configuration_level": "c2",
"actor_micro_batch": 8,
"reservation": 0.6,
"slot_ids": {
"screen": [
"decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c2-s141"
],
"evaluation": [
"decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c2-s142",
"decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c2-s143",
"decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c2-s144"
]
}
},
{
"candidate_id": "qwen25_3b-gsm8k-shape1024-n4-steps5-c3",
"configuration_level": "c3",
"actor_micro_batch": 16,
"reservation": 0.7,
"slot_ids": {
"screen": [
"decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c3-s141"
],
"evaluation": [
"decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c3-s142",
"decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c3-s143",
"decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c3-s144"
]
}
},
{
"candidate_id": "qwen25_3b-gsm8k-shape1024-n4-steps5-c4",
"configuration_level": "c4",
"actor_micro_batch": 16,
"reservation": 0.8,
"slot_ids": {
"screen": [
"decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c4-s141"
],
"evaluation": [
"decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c4-s142",
"decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c4-s143",
"decision-qwen25_3b-gsm8k-shape1024-n4-steps5-c4-s144"
]
}
}
],
"donors": {
"qwen25_3b-gsm8k-shape1024-n4-steps5-c2": {
"configuration_id": "cfg-338d9224eb9d2f3a",
"observed_state": "within_margin",
"max_completed_run_peak_mib": "33108.0",
"recorded_attempt_ids": [
"attempt-02cd07da6caa1a64",
"attempt-a1aa42155011745d",
"attempt-c41a226bcf33a96f"
]
},
"qwen25_3b-gsm8k-shape1024-n4-steps5-c3": {
"configuration_id": "cfg-7a9a974958c57abc",
"observed_state": "within_margin",
"max_completed_run_peak_mib": "37140.0",
"recorded_attempt_ids": [
"attempt-76d15668ac349594",
"attempt-b331a17a3965b10a",
"attempt-fdb175c88623ad37"
]
},
"qwen25_3b-gsm8k-shape1024-n4-steps5-c4": {
"configuration_id": "cfg-5839ccf95c2c1722",
"observed_state": "memory_failure",
"max_completed_run_peak_mib": "",
"recorded_attempt_ids": [
"attempt-6c9a88c2bd045250",
"attempt-6cb813204d3d1097",
"attempt-98ad4dd59aec2477"
]
}
},
"query_order": [
"qwen25_3b-gsm8k-shape1024-n4-steps5-c3",
"qwen25_3b-gsm8k-shape1024-n4-steps5-c2",
"qwen25_3b-gsm8k-shape1024-n4-steps5-c4"
]
},
{
"case_id": "qwen25_3b-math-shape1024-n4-steps5",
"model_family": "qwen25_3b",
"dataset": "math",
"candidates": [
{
"candidate_id": "qwen25_3b-math-shape1024-n4-steps5-c2",
"configuration_level": "c2",
"actor_micro_batch": 8,
"reservation": 0.6,
"slot_ids": {
"screen": [
"decision-qwen25_3b-math-shape1024-n4-steps5-c2-s141"
],
"evaluation": [
"decision-qwen25_3b-math-shape1024-n4-steps5-c2-s142",
"decision-qwen25_3b-math-shape1024-n4-steps5-c2-s143",
"decision-qwen25_3b-math-shape1024-n4-steps5-c2-s144"
]
}
},
{
"candidate_id": "qwen25_3b-math-shape1024-n4-steps5-c3",
"configuration_level": "c3",
"actor_micro_batch": 16,
"reservation": 0.7,
"slot_ids": {
"screen": [
"decision-qwen25_3b-math-shape1024-n4-steps5-c3-s141"
],
"evaluation": [
"decision-qwen25_3b-math-shape1024-n4-steps5-c3-s142",
"decision-qwen25_3b-math-shape1024-n4-steps5-c3-s143",
"decision-qwen25_3b-math-shape1024-n4-steps5-c3-s144"
]
}
},
{
"candidate_id": "qwen25_3b-math-shape1024-n4-steps5-c4",
"configuration_level": "c4",
"actor_micro_batch": 16,
"reservation": 0.8,
"slot_ids": {
"screen": [
"decision-qwen25_3b-math-shape1024-n4-steps5-c4-s141"
],
"evaluation": [
"decision-qwen25_3b-math-shape1024-n4-steps5-c4-s142",
"decision-qwen25_3b-math-shape1024-n4-steps5-c4-s143",
"decision-qwen25_3b-math-shape1024-n4-steps5-c4-s144"
]
}
}
],
"donors": {
"qwen25_3b-math-shape1024-n4-steps5-c2": {
"configuration_id": "cfg-30f98456fdb322c1",
"observed_state": "within_margin",
"max_completed_run_peak_mib": "33446.0",
"recorded_attempt_ids": [
"attempt-09c61cb7b6e86735",
"attempt-8348bfb351c397b5",
"attempt-f88dcbf2482f36ce"
]
},
"qwen25_3b-math-shape1024-n4-steps5-c3": {
"configuration_id": "cfg-f009e9e3891c06f4",
"observed_state": "within_margin",
"max_completed_run_peak_mib": "37478.0",
"recorded_attempt_ids": [
"attempt-96b1e14cfb255ab4",
"attempt-d94adccd6e5a8a40",
"attempt-e57665a8a80a80da"
]
},
"qwen25_3b-math-shape1024-n4-steps5-c4": {
"configuration_id": "cfg-55811d23c5144bb7",
"observed_state": "memory_failure",
"max_completed_run_peak_mib": "",
"recorded_attempt_ids": [
"attempt-1841e2c0d781c74b",
"attempt-c1fed50785307d75",
"attempt-f323ddf716602d2e"
]
}
},
"query_order": [
"qwen25_3b-math-shape1024-n4-steps5-c3",
"qwen25_3b-math-shape1024-n4-steps5-c2",
"qwen25_3b-math-shape1024-n4-steps5-c4"
]
},
{
"case_id": "phi4_mini-gsm8k-shape1024-n4-steps5",
"model_family": "phi4_mini",
"dataset": "gsm8k",
"candidates": [
{
"candidate_id": "phi4_mini-gsm8k-shape1024-n4-steps5-c2",
"configuration_level": "c2",
"actor_micro_batch": 8,
"reservation": 0.6,
"slot_ids": {
"screen": [
"decision-phi4_mini-gsm8k-shape1024-n4-steps5-c2-s141"
],
"evaluation": [
"decision-phi4_mini-gsm8k-shape1024-n4-steps5-c2-s142",
"decision-phi4_mini-gsm8k-shape1024-n4-steps5-c2-s143",
"decision-phi4_mini-gsm8k-shape1024-n4-steps5-c2-s144"
]
}
},
{
"candidate_id": "phi4_mini-gsm8k-shape1024-n4-steps5-c3",
"configuration_level": "c3",
"actor_micro_batch": 16,
"reservation": 0.7,
"slot_ids": {
"screen": [
"decision-phi4_mini-gsm8k-shape1024-n4-steps5-c3-s141"
],
"evaluation": [
"decision-phi4_mini-gsm8k-shape1024-n4-steps5-c3-s142",
"decision-phi4_mini-gsm8k-shape1024-n4-steps5-c3-s143",
"decision-phi4_mini-gsm8k-shape1024-n4-steps5-c3-s144"
]
}
},
{
"candidate_id": "phi4_mini-gsm8k-shape1024-n4-steps5-c4",
"configuration_level": "c4",
"actor_micro_batch": 16,
"reservation": 0.8,
"slot_ids": {
"screen": [
"decision-phi4_mini-gsm8k-shape1024-n4-steps5-c4-s141"
],
"evaluation": [
"decision-phi4_mini-gsm8k-shape1024-n4-steps5-c4-s142",
"decision-phi4_mini-gsm8k-shape1024-n4-steps5-c4-s143",
"decision-phi4_mini-gsm8k-shape1024-n4-steps5-c4-s144"
]
}
}
],
"donors": {
"phi4_mini-gsm8k-shape1024-n4-steps5-c2": {
"configuration_id": "cfg-96ccf395b84393f7",
"observed_state": "within_margin",
"max_completed_run_peak_mib": "35538.0",
"recorded_attempt_ids": [
"attempt-363da2ea8680c36d",
"attempt-c05f93a718bc11c4",
"attempt-c601b173501df212"
]
},
"phi4_mini-gsm8k-shape1024-n4-steps5-c3": {
"configuration_id": "cfg-c0605c1607caa079",
"observed_state": "above_margin",
"max_completed_run_peak_mib": "39570.0",
"recorded_attempt_ids": [
"attempt-0878641754683d89",
"attempt-e0a0fa7d046edb49",
"attempt-e94a9b80aec54873"
]
},
"phi4_mini-gsm8k-shape1024-n4-steps5-c4": {
"configuration_id": "cfg-966f5804dc918967",
"observed_state": "memory_failure",
"max_completed_run_peak_mib": "",
"recorded_attempt_ids": [
"attempt-0642d5dc18f1ac77",
"attempt-562f2a83100f5603",
"attempt-ae2baefbf5ad9baa"
]
}
},
"query_order": [
"phi4_mini-gsm8k-shape1024-n4-steps5-c4",
"phi4_mini-gsm8k-shape1024-n4-steps5-c3",
"phi4_mini-gsm8k-shape1024-n4-steps5-c2"
]
},
{
"case_id": "phi4_mini-math-shape1024-n4-steps5",
"model_family": "phi4_mini",
"dataset": "math",
"candidates": [
{
"candidate_id": "phi4_mini-math-shape1024-n4-steps5-c2",
"configuration_level": "c2",
"actor_micro_batch": 8,
"reservation": 0.6,
"slot_ids": {
"screen": [
"decision-phi4_mini-math-shape1024-n4-steps5-c2-s141"
],
"evaluation": [
"decision-phi4_mini-math-shape1024-n4-steps5-c2-s142",
"decision-phi4_mini-math-shape1024-n4-steps5-c2-s143",
"decision-phi4_mini-math-shape1024-n4-steps5-c2-s144"
]
}
},
{
"candidate_id": "phi4_mini-math-shape1024-n4-steps5-c3",
"configuration_level": "c3",
"actor_micro_batch": 16,
"reservation": 0.7,
"slot_ids": {
"screen": [
"decision-phi4_mini-math-shape1024-n4-steps5-c3-s141"
],
"evaluation": [
"decision-phi4_mini-math-shape1024-n4-steps5-c3-s142",
"decision-phi4_mini-math-shape1024-n4-steps5-c3-s143",
"decision-phi4_mini-math-shape1024-n4-steps5-c3-s144"
]
}
},
{
"candidate_id": "phi4_mini-math-shape1024-n4-steps5-c4",
"configuration_level": "c4",
"actor_micro_batch": 16,
"reservation": 0.8,
"slot_ids": {
"screen": [
"decision-phi4_mini-math-shape1024-n4-steps5-c4-s141"
],
"evaluation": [
"decision-phi4_mini-math-shape1024-n4-steps5-c4-s142",
"decision-phi4_mini-math-shape1024-n4-steps5-c4-s143",
"decision-phi4_mini-math-shape1024-n4-steps5-c4-s144"
]
}
}
],
"donors": {
"phi4_mini-math-shape1024-n4-steps5-c2": {
"configuration_id": "cfg-0f540d3f6fe4661b",
"observed_state": "within_margin",
"max_completed_run_peak_mib": "35920.0",
"recorded_attempt_ids": [
"attempt-33c58cd83cf8f1d9",
"attempt-6a7c2df6c8c4944b",
"attempt-9084e20c27f93319"
]
},
"phi4_mini-math-shape1024-n4-steps5-c3": {
"configuration_id": "cfg-a3987314cb2f9f12",
"observed_state": "above_margin",
"max_completed_run_peak_mib": "40080.0",
"recorded_attempt_ids": [
"attempt-45cf40daf74bfe5b",
"attempt-53377d86e2b44eb1",
"attempt-cdb185f1541bbf3d"
]
},
"phi4_mini-math-shape1024-n4-steps5-c4": {
"configuration_id": "cfg-d138048feeb8fe5d",
"observed_state": "memory_failure",
"max_completed_run_peak_mib": "",
"recorded_attempt_ids": [
"attempt-98f95b46d6eea118",
"attempt-b81c24dd1ee30d1b",
"attempt-d93be60895b5579e"
]
}
},
"query_order": [
"phi4_mini-math-shape1024-n4-steps5-c3",
"phi4_mini-math-shape1024-n4-steps5-c2",
"phi4_mini-math-shape1024-n4-steps5-c4"
]
}
],
"screen_seed": 141,
"evaluation_seeds": [
142,
143,
144
],
"planned_processes": 48,
"target_configurations": 12,
"screen_processes": 12,
"hidden_evaluation_processes": 36,
"memory_limit_mib": 38912,
"additional_donor_guard_mib": 2048,
"budgets_per_case": [
0,
1,
2,
3
],
"rules": [
"source_copy",
"headroom_guard",
"direct_screen"
],
"decision_rule": "Copy approves within-margin donor labels. Guard additionally requires donor maximum <=36864MiB. Direct starts abstaining. All use the same frozen query order. A charged designated screen replaces the prior: within-margin =>approve; above-margin or diagnosed memory failure =>reject; unresolved =>abstain. Only designated screens are queryable. If a designated screen never started, report unavailable, abstain, charge zero actual attempts and stop acquisition for that replay.",
"target_truth": "Only the three evaluation seeds form the repeated label. All must have eligible outcomes. Any missing/unresolved evaluation seed leaves the label unresolved, with known memory failures separately recorded.",
"cost_scope": "Charge every requested screen invocation before revelation, including failed setup or unresolved outcomes and any permitted replacement. Donor attempts are separate sunk cost in existing-donor use, added in cold-start reporting. Hidden evaluation collection is research cost, never policy information. Attempts are not equal GPU-time units.",
"interpretation": "Prospectively specified offline replay on four changed configured cases in known model/task families, not an online deployment trial. Changes include caps, rollout count, duration and final operations. Do not infer an isolated factor effect, unseen-model generalization, population safety, throughput optimality or cold-start superiority over an equally funded broader direct-testing action space.",
"missing_outcomes": "Retain every candidate; report unresolved approvals and known failures. Report recall/error bounds over admissible unknown truth states. Never silently drop incomplete or unfavorable cases.",
"failure_policy": "No retries for diagnosed memory failures or unresolved runtime failures. At most one unchanged replacement per slot, at most eight in total, only for documented missing dependency/data, incorrect GPU visibility, port binding collision, or corrupted artifact writing. The decision to repair is recorded before replacement and every attempt is charged. No automatic retry. Queued-but-unstarted work is not an invocation.",
"stopping_rule": "48 planned processes plus at most 8 predefined setup repairs; no outcome-driven panel extension.",
"resource_cap": {
"gpus_per_allocation": 2,
"concurrent_allocations": 4,
"initial_allocations": 48,
"max_repair_allocations": 8,
"wall_minutes_per_allocation": 40,
"process_timeout_seconds": 1800
},
"collection_order_seed": 20260916,
"query_order_seed": 20260915,
"instrumentation": "100ms external sampling, host markers, full allocator logging",
"data_selection": "Full existing training split after model-specific prompt filtering, fixed order, incomplete final batches dropped. Five global batches; global prompt batches32/64 and maxseq64/128 for GSM8K/MATH. Donor examples may overlap. Validation uses the first32/64 eligible test examples. No initial validation; validation/checkpoint at final step5.",
"source_files_sha256": {
"benchmark/configuration_results.csv": "cc88941ce02ad4997fe872fd523ff0cfc41c7e70b0112c3ef02c4815293227d0",
"benchmark/attempts.csv": "397c8caaf0d3abe06587fd649c181fe71d5b8b5f5e24e0591cc7e56d38e275c1",
"memory_tuner/rlvram_strengthening_factorial.csv": "38a0645fe56b1a894bde2c9d183f7355c1ad358f7f14edc75fffa50775c9aebf"
},
"data_files_sha256": {
"data/gsm8k/train.parquet": "8fb13a0cd8621e5fcacdee3ffe28b3a369975478ea7ab514781f3f190cba2488",
"data/gsm8k/test.parquet": "0dcd50ed32caa9d8f434d4e3ef8031bc3e49b0f823655a53be5c002e727f17dd",
"data/math/train.parquet": "4aa303577e968be6f810600730c970b14be659a9ae9072cc2afefd04d67e7cb8",
"data/math/test.parquet": "e0cb48b1e49874c71f4a02dff944eba08844067d98dc5bdc89c004644e6b597d"
},
"matrix_sha256": "0c14400d24b03d89225b1f03bcdc68339f5080abb6168c1db1543db5a522bae6",
"implementation_sha256": {
"decision_benchmark.py": "5ace35ce546011e4ebc942110a6dea25a7888a1291b996b73a2891b6845ece8c",
"memory_tuner/plan_decision_benchmark.py": "03633652f4005004ff79cca74cfa8b661b6a5800b5da17b5e683fd8edd014ade",
"memory_tuner/run_scientific_revision.py": "d69a68dd29a29f1a66cd6a75cade172750715dd4d771563925b8d4f6851ca1c0",
"memory_tuner/benchmark_v2_env.py": "f4ac4bb91ff7789a422fa6731b842a4dd0f44bf14fe46bfad89f7e5a0b229aa0",
"run_grpo_instrumented.slurm": "17bc88ee7bf2c7f540f8c3f65956decd573cd2633c3eb3503c1f6ff5d85f13c5"
}
}
|