| { |
| "classifier_classes": [ |
| "above_margin", |
| "memory_failure", |
| "within_margin" |
| ], |
| "classifier_coefficients": [ |
| [ |
| 0.14837732625278155, |
| -0.7242861977644228, |
| -0.030985986687828454, |
| -0.1694410444015409, |
| 0.05753193331705675, |
| 0.16607992470759583, |
| -0.3141698408276469, |
| 0.1874593676217934 |
| ], |
| [ |
| 0.5024974977973338, |
| 1.1551702881304888, |
| 2.92972148756149, |
| 0.32062376850070523, |
| 0.21846640819013424, |
| 0.46730560418414135, |
| 0.19357465202341737, |
| 0.28182249965838185 |
| ], |
| [ |
| -0.6508748240501154, |
| -0.4308840903660661, |
| -2.898735500873661, |
| -0.15118272409916486, |
| -0.27599834150719094, |
| -0.6333855288917364, |
| 0.12059518880422974, |
| -0.4692818672801747 |
| ] |
| ], |
| "classifier_intercepts": [ |
| 0.7271110245357251, |
| -2.9187339040273756, |
| 2.191622879491652 |
| ], |
| "classifier_iterations": [ |
| 38 |
| ], |
| "component_coefficients_gib": [ |
| 6.721051299571553, |
| 2.6852579170135575, |
| 0.0, |
| 25.67138002927888, |
| 0.0, |
| 2.3897827606119444, |
| 0.1984882140415612, |
| 0.0, |
| 4.920522564008151 |
| ], |
| "component_divisors": [ |
| 7.317022323608398, |
| 1.0, |
| 32.0, |
| 7.317022323608398, |
| 2.289562225341797, |
| 9.28125, |
| 18.31640625, |
| 7.317022323608398 |
| ], |
| "component_training_residual_norm_gib": 13.98249734490586, |
| "eligible_source_processes": 270, |
| "feature_names": [ |
| "actor_shards_gib", |
| "adapter_optimizer_gib", |
| "generation_budget_gib", |
| "generation_replica_gib", |
| "largest_unit_proxy_gib", |
| "checkpoint_boundary_volume_gib", |
| "vocabulary_output_volume_gib", |
| "resident_actor_shards_gib" |
| ], |
| "numerical_environment": { |
| "fit_thread_limit": 1, |
| "numpy": "1.24.3", |
| "platform": "Linux-4.18.0-553.146.1.el8_10.x86_64-x86_64-with-glibc2.28", |
| "python": "3.11.4", |
| "scikit_learn": "1.3.0", |
| "scipy": "1.10.1", |
| "thread_environment": { |
| "MKL_NUM_THREADS": null, |
| "OMP_NUM_THREADS": null, |
| "OPENBLAS_NUM_THREADS": null |
| }, |
| "threadpools": [ |
| { |
| "filepath": "/mnt/proj3/open-35-44/verl/rl/.venv-reproduce/lib/python3.11/site-packages/scikit_learn.libs/libgomp-a34b3233.so.1.0.0", |
| "internal_api": "openmp", |
| "num_threads": 1, |
| "prefix": "libgomp", |
| "user_api": "openmp", |
| "version": null |
| }, |
| { |
| "architecture": "Zen", |
| "filepath": "/mnt/proj3/open-35-44/verl/rl/.venv-reproduce/lib/python3.11/site-packages/scipy.libs/libopenblasp-r0-41284840.3.18.so", |
| "internal_api": "openblas", |
| "num_threads": 1, |
| "prefix": "libopenblas", |
| "threading_layer": "pthreads", |
| "user_api": "blas", |
| "version": "0.3.18" |
| } |
| ] |
| }, |
| "recorded_source_attempts": 308, |
| "regression_training_configuration_ids": [ |
| "cfg-072bd7669d20f8fa", |
| "cfg-0d9ba9215ab5683e", |
| "cfg-0f540d3f6fe4661b", |
| "cfg-0f8a31ef7ac4c551", |
| "cfg-1432bb8a4d9c3b8c", |
| "cfg-17e69bcf1b041bd9", |
| "cfg-18285c3cb50308d4", |
| "cfg-1c5278f8be90a50a", |
| "cfg-2afbe250af9cd3e1", |
| "cfg-301e4dae7048c6ec", |
| "cfg-30f98456fdb322c1", |
| "cfg-338d9224eb9d2f3a", |
| "cfg-371ae37408089efe", |
| "cfg-399f6b038d6f65f9", |
| "cfg-3f0f48a3c570a0c8", |
| "cfg-5244d13eac3116ad", |
| "cfg-5ff9621270e710ed", |
| "cfg-61c14de21a34d0e6", |
| "cfg-62f371a80968a0ba", |
| "cfg-6a4562db98b38d6f", |
| "cfg-6d54ac65d934f404", |
| "cfg-714c540f76d9525d", |
| "cfg-73c06764ba28a56b", |
| "cfg-78c440d3891ddbc2", |
| "cfg-7a0e81934d3398ee", |
| "cfg-7a9a974958c57abc", |
| "cfg-835067f7405e89a2", |
| "cfg-89ca48ce88ea694e", |
| "cfg-8bd7050cd7f49e78", |
| "cfg-9160dc45a0171a10", |
| "cfg-93d4f41e600c9079", |
| "cfg-96ccf395b84393f7", |
| "cfg-97107ceba8bf0cbe", |
| "cfg-9758870c0a0b4d69", |
| "cfg-9c461415e6bb9702", |
| "cfg-9f624ec22aa3dde0", |
| "cfg-a026693bae37d30b", |
| "cfg-a23a9ffc1f670139", |
| "cfg-a24e9cdd2f6143f2", |
| "cfg-a3987314cb2f9f12", |
| "cfg-a94bf7877633dfda", |
| "cfg-aa33c72e0a449b9c", |
| "cfg-acfa4acda15c3599", |
| "cfg-b5007322fb2e1772", |
| "cfg-b5352215babfeba6", |
| "cfg-b56fb353c2f2fa3e", |
| "cfg-b8dd70ab682c13b2", |
| "cfg-b8e90bd69c9744ea", |
| "cfg-bae2977da7957f72", |
| "cfg-bfb83ff32b7fd921", |
| "cfg-c0605c1607caa079", |
| "cfg-c2a8e6e8e140e109", |
| "cfg-c3f0ad157d299d39", |
| "cfg-cc2c35944156e5d4", |
| "cfg-cc5f4f0c2e1256ba", |
| "cfg-cd3974595f9db882", |
| "cfg-d02503f8c9804a2d", |
| "cfg-d4a213515805a9a7", |
| "cfg-d9397d15f234d541", |
| "cfg-db87c67536995ab0", |
| "cfg-e117f15dd5ccfb30", |
| "cfg-e2a205be8efba055", |
| "cfg-e91942abb5b4f847", |
| "cfg-f009e9e3891c06f4", |
| "cfg-f03e4e98c682240e", |
| "cfg-f439d2dd90137a80", |
| "cfg-f75b68f479767290", |
| "cfg-fbe1c0422f98cb38", |
| "cfg-fd4d4789145230df", |
| "cfg-fd5bb0db68b0dae3" |
| ], |
| "scaler_mean": [ |
| 5.465130043029785, |
| 0.3629150390625, |
| 25.333333333333332, |
| 6.072366714477539, |
| 1.2746035257975261, |
| 4.3475341796875, |
| 6.95436397128635, |
| 3.8458322525024413 |
| ], |
| "scaler_scale": [ |
| 1.5123338692603971, |
| 0.0900265920171816, |
| 7.180219742846005, |
| 0.9775168008234761, |
| 0.785841111066617, |
| 3.8672072396593395, |
| 6.986165289686755, |
| 2.6975162604429936 |
| ], |
| "source_cost": { |
| "distinct_selected_donors": { |
| "configuration_ids": [ |
| "cfg-1c5278f8be90a50a", |
| "cfg-30f98456fdb322c1", |
| "cfg-338d9224eb9d2f3a", |
| "cfg-399f6b038d6f65f9", |
| "cfg-714c540f76d9525d", |
| "cfg-7a9a974958c57abc", |
| "cfg-cc2c35944156e5d4", |
| "cfg-e91942abb5b4f847", |
| "cfg-f009e9e3891c06f4", |
| "cfg-f03e4e98c682240e" |
| ], |
| "configurations": 10, |
| "eligible_processes": 30, |
| "recorded_attempts": 34 |
| }, |
| "full_permitted_fitting_pool": { |
| "configuration_ids": [ |
| "cfg-072bd7669d20f8fa", |
| "cfg-0d9ba9215ab5683e", |
| "cfg-0f540d3f6fe4661b", |
| "cfg-0f8a31ef7ac4c551", |
| "cfg-10644b5d0a82d5c3", |
| "cfg-1432bb8a4d9c3b8c", |
| "cfg-17e69bcf1b041bd9", |
| "cfg-18285c3cb50308d4", |
| "cfg-1c5278f8be90a50a", |
| "cfg-2afbe250af9cd3e1", |
| "cfg-301e4dae7048c6ec", |
| "cfg-30f98456fdb322c1", |
| "cfg-32977d5aa42a41cb", |
| "cfg-338d9224eb9d2f3a", |
| "cfg-352f4dbc55fbcd3c", |
| "cfg-371ae37408089efe", |
| "cfg-399f6b038d6f65f9", |
| "cfg-3c86a11fdb8455cb", |
| "cfg-3dc042a103546eac", |
| "cfg-3f0f48a3c570a0c8", |
| "cfg-49d9bccfe873f5c6", |
| "cfg-5244d13eac3116ad", |
| "cfg-55811d23c5144bb7", |
| "cfg-5839ccf95c2c1722", |
| "cfg-5ff9621270e710ed", |
| "cfg-61c14de21a34d0e6", |
| "cfg-62f371a80968a0ba", |
| "cfg-6a4562db98b38d6f", |
| "cfg-6d54ac65d934f404", |
| "cfg-714c540f76d9525d", |
| "cfg-73c06764ba28a56b", |
| "cfg-78c440d3891ddbc2", |
| "cfg-7a0e81934d3398ee", |
| "cfg-7a9a974958c57abc", |
| "cfg-7df2428553b76877", |
| "cfg-7f23cab692546e3f", |
| "cfg-835067f7405e89a2", |
| "cfg-896685010703c0fb", |
| "cfg-89ca48ce88ea694e", |
| "cfg-8bd7050cd7f49e78", |
| "cfg-9160dc45a0171a10", |
| "cfg-93d4f41e600c9079", |
| "cfg-966f5804dc918967", |
| "cfg-96ccf395b84393f7", |
| "cfg-97107ceba8bf0cbe", |
| "cfg-9758870c0a0b4d69", |
| "cfg-9c461415e6bb9702", |
| "cfg-9f624ec22aa3dde0", |
| "cfg-a026693bae37d30b", |
| "cfg-a23a9ffc1f670139", |
| "cfg-a24e9cdd2f6143f2", |
| "cfg-a3987314cb2f9f12", |
| "cfg-a94bf7877633dfda", |
| "cfg-aa33c72e0a449b9c", |
| "cfg-acfa4acda15c3599", |
| "cfg-b5007322fb2e1772", |
| "cfg-b5352215babfeba6", |
| "cfg-b56fb353c2f2fa3e", |
| "cfg-b8dd70ab682c13b2", |
| "cfg-b8e90bd69c9744ea", |
| "cfg-bae2977da7957f72", |
| "cfg-bfb83ff32b7fd921", |
| "cfg-c0605c1607caa079", |
| "cfg-c2a8e6e8e140e109", |
| "cfg-c3f0ad157d299d39", |
| "cfg-ca71b56dc3189305", |
| "cfg-cad8341dbbff10ba", |
| "cfg-cc2c35944156e5d4", |
| "cfg-cc5f4f0c2e1256ba", |
| "cfg-cc900fb7731c3f49", |
| "cfg-cd3974595f9db882", |
| "cfg-d02503f8c9804a2d", |
| "cfg-d138048feeb8fe5d", |
| "cfg-d4a213515805a9a7", |
| "cfg-d9397d15f234d541", |
| "cfg-db87c67536995ab0", |
| "cfg-e117f15dd5ccfb30", |
| "cfg-e2a205be8efba055", |
| "cfg-e8893b12558f51dd", |
| "cfg-e91942abb5b4f847", |
| "cfg-ea5a23a40ad5ca50", |
| "cfg-ea92cccc91029465", |
| "cfg-f009e9e3891c06f4", |
| "cfg-f03e4e98c682240e", |
| "cfg-f439d2dd90137a80", |
| "cfg-f75b68f479767290", |
| "cfg-fad1b555f8b37235", |
| "cfg-fbe1c0422f98cb38", |
| "cfg-fd4d4789145230df", |
| "cfg-fd5bb0db68b0dae3" |
| ], |
| "configurations": 90, |
| "eligible_processes": 270, |
| "recorded_attempts": 308 |
| }, |
| "interpretation": "Historical evidence acquisition, not incremental GPU execution or a cold-start cost saving." |
| }, |
| "training_configuration_ids": [ |
| "cfg-072bd7669d20f8fa", |
| "cfg-0d9ba9215ab5683e", |
| "cfg-0f540d3f6fe4661b", |
| "cfg-0f8a31ef7ac4c551", |
| "cfg-10644b5d0a82d5c3", |
| "cfg-1432bb8a4d9c3b8c", |
| "cfg-17e69bcf1b041bd9", |
| "cfg-18285c3cb50308d4", |
| "cfg-1c5278f8be90a50a", |
| "cfg-2afbe250af9cd3e1", |
| "cfg-301e4dae7048c6ec", |
| "cfg-30f98456fdb322c1", |
| "cfg-32977d5aa42a41cb", |
| "cfg-338d9224eb9d2f3a", |
| "cfg-352f4dbc55fbcd3c", |
| "cfg-371ae37408089efe", |
| "cfg-399f6b038d6f65f9", |
| "cfg-3c86a11fdb8455cb", |
| "cfg-3dc042a103546eac", |
| "cfg-3f0f48a3c570a0c8", |
| "cfg-49d9bccfe873f5c6", |
| "cfg-5244d13eac3116ad", |
| "cfg-55811d23c5144bb7", |
| "cfg-5839ccf95c2c1722", |
| "cfg-5ff9621270e710ed", |
| "cfg-61c14de21a34d0e6", |
| "cfg-62f371a80968a0ba", |
| "cfg-6a4562db98b38d6f", |
| "cfg-6d54ac65d934f404", |
| "cfg-714c540f76d9525d", |
| "cfg-73c06764ba28a56b", |
| "cfg-78c440d3891ddbc2", |
| "cfg-7a0e81934d3398ee", |
| "cfg-7a9a974958c57abc", |
| "cfg-7df2428553b76877", |
| "cfg-7f23cab692546e3f", |
| "cfg-835067f7405e89a2", |
| "cfg-896685010703c0fb", |
| "cfg-89ca48ce88ea694e", |
| "cfg-8bd7050cd7f49e78", |
| "cfg-9160dc45a0171a10", |
| "cfg-93d4f41e600c9079", |
| "cfg-966f5804dc918967", |
| "cfg-96ccf395b84393f7", |
| "cfg-97107ceba8bf0cbe", |
| "cfg-9758870c0a0b4d69", |
| "cfg-9c461415e6bb9702", |
| "cfg-9f624ec22aa3dde0", |
| "cfg-a026693bae37d30b", |
| "cfg-a23a9ffc1f670139", |
| "cfg-a24e9cdd2f6143f2", |
| "cfg-a3987314cb2f9f12", |
| "cfg-a94bf7877633dfda", |
| "cfg-aa33c72e0a449b9c", |
| "cfg-acfa4acda15c3599", |
| "cfg-b5007322fb2e1772", |
| "cfg-b5352215babfeba6", |
| "cfg-b56fb353c2f2fa3e", |
| "cfg-b8dd70ab682c13b2", |
| "cfg-b8e90bd69c9744ea", |
| "cfg-bae2977da7957f72", |
| "cfg-bfb83ff32b7fd921", |
| "cfg-c0605c1607caa079", |
| "cfg-c2a8e6e8e140e109", |
| "cfg-c3f0ad157d299d39", |
| "cfg-ca71b56dc3189305", |
| "cfg-cad8341dbbff10ba", |
| "cfg-cc2c35944156e5d4", |
| "cfg-cc5f4f0c2e1256ba", |
| "cfg-cc900fb7731c3f49", |
| "cfg-cd3974595f9db882", |
| "cfg-d02503f8c9804a2d", |
| "cfg-d138048feeb8fe5d", |
| "cfg-d4a213515805a9a7", |
| "cfg-d9397d15f234d541", |
| "cfg-db87c67536995ab0", |
| "cfg-e117f15dd5ccfb30", |
| "cfg-e2a205be8efba055", |
| "cfg-e8893b12558f51dd", |
| "cfg-e91942abb5b4f847", |
| "cfg-ea5a23a40ad5ca50", |
| "cfg-ea92cccc91029465", |
| "cfg-f009e9e3891c06f4", |
| "cfg-f03e4e98c682240e", |
| "cfg-f439d2dd90137a80", |
| "cfg-f75b68f479767290", |
| "cfg-fad1b555f8b37235", |
| "cfg-fbe1c0422f98cb38", |
| "cfg-fd4d4789145230df", |
| "cfg-fd5bb0db68b0dae3" |
| ] |
| } |
|
|
