PSO/benchmark_results/pso_v7_heavy_cross_split.csv at 6fe31394b9da8d89dff40c19974272b6852a28e9

mirror of https://github.com/jung-geun/PSO.git synced 2026-09-20 14:11:48 +09:00

Files

T

jung-geun 813433000a feat: modernize PSO and add convergence research

Migrate the package and examples to the tensor-native PyTorch implementation, add benchmark evidence, and add the guarded post-training convergence protocol with TensorBoard progress monitoring and hash-verified recovery.

Constraint: Preserve one-shot official-test sealing and auditable research artifacts

Rejected: Commit local .omc runs and downloaded datasets | multi-gigabyte runtime state is machine-local

Confidence: high

Scope-risk: broad

Not-tested: Production CUDA run on pieroot-server

2026-09-07 22:03:25 +09:00

30 KiB

Raw Blame History

1	variant_id	phase	split_seed	workload_id	baseline_method	baseline_acc	candidate_acc	acc_gain_pp	baseline_nll	candidate_nll	nll_reduction_fraction	state_ratio	score	pass	is_best_observed	candidate_path	evaluation_path
2	iteration-0001-development	development	20260905	mnist_compact	G8	50.713333	50.723333	0.00999999999999801	1.534298	1.492805	0.0270436381980554	0.4918032786885246	-289.2921035434933	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0001-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0001-development.json
3	iteration-0001-development	development	20260905	mnist_wide	G5	46.656667	46.04	-0.6166669999999996	1.677872	1.675644	0.0013278724479579603	0.5	-289.2921035434933	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0001-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0001-development.json
4	iteration-0001-development	development	20260905	fashion_compact	G8	46.366667	49.576667	3.210000000000001	1.497844	1.400574	0.06494000710354347	0.4918032786885246	-289.2921035434933	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0001-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0001-development.json
5	iteration-0001-development	development	20260905	fashion_wide	G5	48.516667	45.01	-3.506667	1.490304	1.584923	-0.06348973095422142	0.5	-289.2921035434933	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0001-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0001-development.json
6	iteration-0001-development	development	20260906	mnist_compact	G8	46.81	51.663333	4.853332999999999	1.58986	1.436337	0.09656384838916639	0.4918032786885246	-289.2921035434933	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0001-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0001-development.json
7	iteration-0001-development	development	20260906	mnist_wide	G5	44.936667	44.83	-0.10666700000000162	1.665007	1.749135	-0.050527114901018556	0.5	-289.2921035434933	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0001-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0001-development.json
8	iteration-0001-development	development	20260906	fashion_compact	G8	44.193333	48.753333	4.559999999999995	1.553097	1.375751	0.11418861796784104	0.4918032786885246	-289.2921035434933	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0001-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0001-development.json
9	iteration-0001-development	development	20260906	fashion_wide	G5	48.37	41.193333	-7.176666999999995	1.490657	1.707819	-0.14568207173078723	0.5	-289.2921035434933	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0001-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0001-development.json
10	iteration-0002-development	development	20260905	mnist_compact	G8	50.713333	50.723333	0.00999999999999801	1.534298	1.492805	0.0270436381980554	0.4918032786885246	-186.3459040597986	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0002-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0002-development.json
11	iteration-0002-development	development	20260905	mnist_wide	G5	46.656667	45.193333	-1.4633339999999961	1.677872	1.733563	-0.03319144726176963	0.5	-186.3459040597986	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0002-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0002-development.json
12	iteration-0002-development	development	20260905	fashion_compact	G8	46.366667	49.576667	3.210000000000001	1.497844	1.400574	0.06494000710354347	0.4918032786885246	-186.3459040597986	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0002-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0002-development.json
13	iteration-0002-development	development	20260905	fashion_wide	G5	48.516667	47.223333	-1.2933340000000015	1.490304	1.536216	-0.03080713733573818	0.5	-186.3459040597986	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0002-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0002-development.json
14	iteration-0002-development	development	20260906	mnist_compact	G8	46.81	51.663333	4.853332999999999	1.58986	1.436337	0.09656384838916639	0.4918032786885246	-186.3459040597986	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0002-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0002-development.json
15	iteration-0002-development	development	20260906	mnist_wide	G5	44.936667	45.09	0.1533330000000035	1.665007	1.734207	-0.04156138682900441	0.5	-186.3459040597986	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0002-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0002-development.json
16	iteration-0002-development	development	20260906	fashion_compact	G8	44.193333	48.753333	4.559999999999995	1.553097	1.375751	0.11418861796784104	0.4918032786885246	-186.3459040597986	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0002-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0002-development.json
17	iteration-0002-development	development	20260906	fashion_wide	G5	48.37	46.813333	-1.5566669999999974	1.490657	1.475127	0.010418224984016995	0.5	-186.3459040597986	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0002-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0002-development.json
18	iteration-0003-replica1-development	development	20260905	mnist_compact	G8	50.713333	50.723333	0.00999999999999801	1.534298	1.492805	0.0270436381980554	0.4918032786885246	-287.7250973286179	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica1-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica1-development.json
19	iteration-0003-replica1-development	development	20260905	mnist_wide	G5	46.656667	44.923333	-1.7333339999999993	1.677872	1.728906	-0.030415907768888223	0.5	-287.7250973286179	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica1-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica1-development.json
20	iteration-0003-replica1-development	development	20260905	fashion_compact	G8	46.366667	49.576667	3.210000000000001	1.497844	1.400574	0.06494000710354347	0.4918032786885246	-287.7250973286179	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica1-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica1-development.json
21	iteration-0003-replica1-development	development	20260905	fashion_wide	G5	48.516667	47.176667	-1.3399999999999963	1.490304	1.56267	-0.048557878124194744	0.5	-287.7250973286179	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica1-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica1-development.json
22	iteration-0003-replica1-development	development	20260906	mnist_compact	G8	46.81	51.663333	4.853332999999999	1.58986	1.436337	0.09656384838916639	0.4918032786885246	-287.7250973286179	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica1-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica1-development.json
23	iteration-0003-replica1-development	development	20260906	mnist_wide	G5	44.936667	42.113333	-2.8233340000000027	1.665007	1.713134	-0.028904983582651624	0.5	-287.7250973286179	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica1-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica1-development.json
24	iteration-0003-replica1-development	development	20260906	fashion_compact	G8	44.193333	48.753333	4.559999999999995	1.553097	1.375751	0.11418861796784104	0.4918032786885246	-287.7250973286179	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica1-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica1-development.json
25	iteration-0003-replica1-development	development	20260906	fashion_wide	G5	48.37	46.433333	-1.936667	1.490657	1.581386	-0.06086510847230454	0.5	-287.7250973286179	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica1-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica1-development.json
26	iteration-0003-replica2-development	development	20260905	mnist_compact	G8	50.713333	50.723333	0.00999999999999801	1.534298	1.492805	0.0270436381980554	0.4918032786885246	-286.97652369317115	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica2-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica2-development.json
27	iteration-0003-replica2-development	development	20260905	mnist_wide	G5	46.656667	46.01	-0.6466670000000008	1.677872	1.72888	-0.0304004119503752	0.5	-286.97652369317115	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica2-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica2-development.json
28	iteration-0003-replica2-development	development	20260905	fashion_compact	G8	46.366667	49.576667	3.210000000000001	1.497844	1.400574	0.06494000710354347	0.4918032786885246	-286.97652369317115	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica2-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica2-development.json
29	iteration-0003-replica2-development	development	20260905	fashion_wide	G5	48.516667	48.613333	0.09666599999999903	1.490304	1.48049	0.006585233616765431	0.5	-286.97652369317115	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica2-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica2-development.json
30	iteration-0003-replica2-development	development	20260906	mnist_compact	G8	46.81	51.663333	4.853332999999999	1.58986	1.436337	0.09656384838916639	0.4918032786885246	-286.97652369317115	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica2-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica2-development.json
31	iteration-0003-replica2-development	development	20260906	mnist_wide	G5	44.936667	41.556667	-3.3800000000000026	1.665007	1.801698	-0.08209635154687045	0.5	-286.97652369317115	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica2-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica2-development.json
32	iteration-0003-replica2-development	development	20260906	fashion_compact	G8	44.193333	48.753333	4.559999999999995	1.553097	1.375751	0.11418861796784104	0.4918032786885246	-286.97652369317115	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica2-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica2-development.json
33	iteration-0003-replica2-development	development	20260906	fashion_wide	G5	48.37	45.913333	-2.456666999999996	1.490657	1.516614	-0.017413127231817923	0.5	-286.97652369317115	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0003-replica2-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0003-replica2-development.json
34	iteration-0004-development	development	20260905	mnist_compact	G8	50.713333	50.723333	0.00999999999999801	1.534298	1.492805	0.0270436381980554	0.4918032786885246	-390.14004501856266	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0004-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0004-development.json
35	iteration-0004-development	development	20260905	mnist_wide	G5	46.656667	44.763333	-1.8933339999999959	1.677872	1.698999	-0.012591544527830428	0.5	-390.14004501856266	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0004-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0004-development.json
36	iteration-0004-development	development	20260905	fashion_compact	G8	46.366667	49.576667	3.210000000000001	1.497844	1.400574	0.06494000710354347	0.4918032786885246	-390.14004501856266	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0004-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0004-development.json
37	iteration-0004-development	development	20260905	fashion_wide	G5	48.516667	44.816667	-3.6999999999999957	1.490304	1.582588	-0.06192293652838617	0.5	-390.14004501856266	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0004-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0004-development.json
38	iteration-0004-development	development	20260906	mnist_compact	G8	46.81	51.663333	4.853332999999999	1.58986	1.436337	0.09656384838916639	0.4918032786885246	-390.14004501856266	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0004-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0004-development.json
39	iteration-0004-development	development	20260906	mnist_wide	G5	44.936667	38.946667	-5.990000000000002	1.665007	1.819662	-0.09288549537629572	0.5	-390.14004501856266	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0004-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0004-development.json
40	iteration-0004-development	development	20260906	fashion_compact	G8	44.193333	48.753333	4.559999999999995	1.553097	1.375751	0.11418861796784104	0.4918032786885246	-390.14004501856266	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0004-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0004-development.json
41	iteration-0004-development	development	20260906	fashion_wide	G5	48.37	43.9	-4.469999999999999	1.490657	1.658117	-0.11233972671110803	0.5	-390.14004501856266	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0004-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0004-development.json
42	iteration-0005-development	development	20260905	mnist_compact	G8	50.713333	50.723333	0.00999999999999801	1.534298	1.492805	0.0270436381980554	0.4918032786885246	-185.61068572934795	False	True	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0005-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0005-development.json
43	iteration-0005-development	development	20260905	mnist_wide	G5	46.656667	43.723333	-2.933334000000002	1.677872	1.675155	0.0016193130346057866	0.5	-185.61068572934795	False	True	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0005-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0005-development.json
44	iteration-0005-development	development	20260905	fashion_compact	G8	46.366667	49.576667	3.210000000000001	1.497844	1.400574	0.06494000710354347	0.4918032786885246	-185.61068572934795	False	True	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0005-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0005-development.json
45	iteration-0005-development	development	20260905	fashion_wide	G5	48.516667	45.45	-3.0666669999999954	1.490304	1.441667	0.03263562333591002	0.5	-185.61068572934795	False	True	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0005-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0005-development.json
46	iteration-0005-development	development	20260906	mnist_compact	G8	46.81	51.663333	4.853332999999999	1.58986	1.436337	0.09656384838916639	0.4918032786885246	-185.61068572934795	False	True	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0005-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0005-development.json
47	iteration-0005-development	development	20260906	mnist_wide	G5	44.936667	42.543333	-2.393334000000003	1.665007	1.740544	-0.04536737683385127	0.5	-185.61068572934795	False	True	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0005-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0005-development.json
48	iteration-0005-development	development	20260906	fashion_compact	G8	44.193333	48.753333	4.559999999999995	1.553097	1.375751	0.11418861796784104	0.4918032786885246	-185.61068572934795	False	True	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0005-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0005-development.json
49	iteration-0005-development	development	20260906	fashion_wide	G5	48.37	47.65	-0.7199999999999989	1.490657	1.454402	0.02432149045689245	0.5	-185.61068572934795	False	True	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0005-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0005-development.json
50	iteration-0006-development	development	20260905	mnist_compact	G8	50.713333	50.723333	0.00999999999999801	1.534298	1.492805	0.0270436381980554	0.4918032786885246	-186.8633001166316	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0006-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0006-development.json
51	iteration-0006-development	development	20260905	mnist_wide	G5	46.656667	42.006667	-4.649999999999999	1.677872	1.749895	-0.04292520525999596	0.5	-186.8633001166316	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0006-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0006-development.json
52	iteration-0006-development	development	20260905	fashion_compact	G8	46.366667	49.576667	3.210000000000001	1.497844	1.400574	0.06494000710354347	0.4918032786885246	-186.8633001166316	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0006-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0006-development.json
53	iteration-0006-development	development	20260905	fashion_wide	G5	48.516667	49.08	0.5633330000000001	1.490304	1.466855	0.015734373657991962	0.5	-186.8633001166316	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0006-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0006-development.json
54	iteration-0006-development	development	20260906	mnist_compact	G8	46.81	51.663333	4.853332999999999	1.58986	1.436337	0.09656384838916639	0.4918032786885246	-186.8633001166316	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0006-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0006-development.json
55	iteration-0006-development	development	20260906	mnist_wide	G5	44.936667	40.84	-4.0966669999999965	1.665007	1.73617	-0.04274036085133581	0.5	-186.8633001166316	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0006-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0006-development.json
56	iteration-0006-development	development	20260906	fashion_compact	G8	44.193333	48.753333	4.559999999999995	1.553097	1.375751	0.11418861796784104	0.4918032786885246	-186.8633001166316	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0006-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0006-development.json
57	iteration-0006-development	development	20260906	fashion_wide	G5	48.37	46.946667	-1.4233329999999995	1.490657	1.508747	-0.012135588535793386	0.5	-186.8633001166316	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0006-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0006-development.json
58	iteration-0007-development	development	20260905	mnist_compact	G8	50.713333	50.723333	0.00999999999999801	1.534298	1.492805	0.0270436381980554	0.4918032786885246	-391.33742460463645	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0007-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0007-development.json
59	iteration-0007-development	development	20260905	mnist_wide	G5	46.656667	41.05	-5.606667000000002	1.677872	1.794261	-0.06936703157332626	0.5	-391.33742460463645	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0007-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0007-development.json
60	iteration-0007-development	development	20260905	fashion_compact	G8	46.366667	49.576667	3.210000000000001	1.497844	1.400574	0.06494000710354347	0.4918032786885246	-391.33742460463645	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0007-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0007-development.json
61	iteration-0007-development	development	20260905	fashion_wide	G5	48.516667	42.513333	-6.003333999999995	1.490304	1.615206	-0.08380974619943303	0.5	-391.33742460463645	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0007-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0007-development.json
62	iteration-0007-development	development	20260906	mnist_compact	G8	46.81	51.663333	4.853332999999999	1.58986	1.436337	0.09656384838916639	0.4918032786885246	-391.33742460463645	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0007-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0007-development.json
63	iteration-0007-development	development	20260906	mnist_wide	G5	44.936667	40.666667	-4.270000000000003	1.665007	1.764515	-0.059764313303187405	0.5	-391.33742460463645	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0007-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0007-development.json
64	iteration-0007-development	development	20260906	fashion_compact	G8	44.193333	48.753333	4.559999999999995	1.553097	1.375751	0.11418861796784104	0.4918032786885246	-391.33742460463645	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0007-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0007-development.json
65	iteration-0007-development	development	20260906	fashion_wide	G5	48.37	39.916667	-8.453333	1.490657	1.609595	-0.07978897895357565	0.5	-391.33742460463645	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0007-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0007-development.json
66	iteration-0008-development	development	20260905	mnist_compact	G8	50.713333	50.723333	0.00999999999999801	1.534298	1.492805	0.0270436381980554	0.4918032786885246	-390.14811518493707	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0008-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0008-development.json
67	iteration-0008-development	development	20260905	mnist_wide	G5	46.656667	41.14	-5.516666999999998	1.677872	1.748292	-0.041969828449369154	0.5	-390.14811518493707	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0008-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0008-development.json
68	iteration-0008-development	development	20260905	fashion_compact	G8	46.366667	49.576667	3.210000000000001	1.497844	1.400574	0.06494000710354347	0.4918032786885246	-390.14811518493707	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0008-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0008-development.json
69	iteration-0008-development	development	20260905	fashion_wide	G5	48.516667	45.726667	-2.789999999999999	1.490304	1.558163	-0.04553366293051612	0.5	-390.14811518493707	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0008-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0008-development.json
70	iteration-0008-development	development	20260906	mnist_compact	G8	46.81	51.663333	4.853332999999999	1.58986	1.436337	0.09656384838916639	0.4918032786885246	-390.14811518493707	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0008-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0008-development.json
71	iteration-0008-development	development	20260906	mnist_wide	G5	44.936667	39.596667	-5.340000000000003	1.665007	1.763671	-0.059257408527411654	0.5	-390.14811518493707	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0008-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0008-development.json
72	iteration-0008-development	development	20260906	fashion_compact	G8	44.193333	48.753333	4.559999999999995	1.553097	1.375751	0.11418861796784104	0.4918032786885246	-390.14811518493707	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0008-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0008-development.json
73	iteration-0008-development	development	20260906	fashion_wide	G5	48.37	43.246667	-5.123332999999995	1.490657	1.649349	-0.10645775654627461	0.5	-390.14811518493707	False	False	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/candidates/iteration-0008-development.json	.omc/autoresearch/heavy-pso-cross-split-robustness/runs/20260903T162504Z/evaluations/iteration-0008-development.json

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