junidude14 commited on
Commit
d69577a
·
verified ·
1 Parent(s): 3c3cfb6

Archive 4 checkpoints (1-4)

Browse files
paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold1/n10/lora/receipts/score.json ADDED
@@ -0,0 +1,52 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "state": "completed",
3
+ "stage": "score",
4
+ "at": "2026-10-15T12:00:27.753389+00:00",
5
+ "outputs": [
6
+ {
7
+ "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold1/n10/lora/score/arms/lora/generated_cells.parquet",
8
+ "sha256": "472dff9b58960ddaf72bf424ad5575bf1d72bd7560cf7056626e7bde9d715efa",
9
+ "bytes": 289096
10
+ },
11
+ {
12
+ "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold1/n10/lora/score/arms/lora/labels/labels.manifest.json",
13
+ "sha256": "7d4bd369d845f4e94eba429be43b2509804b1ec6bb3fae38b53619da0f18693b",
14
+ "bytes": 5070
15
+ },
16
+ {
17
+ "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold1/n10/lora/score/arms/lora/labels/labels.parquet",
18
+ "sha256": "743ee940e3f9fbbb37248febafbc1c12b397d675ffc1b1fc1c4800f7507f7c86",
19
+ "bytes": 814649
20
+ },
21
+ {
22
+ "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold1/n10/lora/score/per_donor.csv",
23
+ "sha256": "92a7ff16ec02421ad949e0c6841efc548337c4e7f9e5c66719d5382f6fc5265b",
24
+ "bytes": 9558
25
+ },
26
+ {
27
+ "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold1/n10/lora/score/summary.json",
28
+ "sha256": "815747473f451dd65440104141ec2e0e0976a7c2d1603f6b31b9098d42f75d6c",
29
+ "bytes": 7549
30
+ },
31
+ {
32
+ "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold1/n10/lora/scoring_support.json",
33
+ "sha256": "1cf60be55cf72afb385ce68df21abcfa064653d4f8a049e0bf8ae1ad7933dc0e",
34
+ "bytes": 2098
35
+ }
36
+ ],
37
+ "support_sha256": "92447ba4a03867ba6b52a7739bf4db0eecf05fd367e725c0dbe07ae927b6f511",
38
+ "binding": {
39
+ "arm": "lora",
40
+ "npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n10/lora.npz",
41
+ "npz_sha256": "0b9df7ea40aec3de2eff15bc7e72d86ce01e29402db33c1d9d65a96791837ed5",
42
+ "receipt": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n10/lora.log",
43
+ "receipt_sha256": "e6ed4efca5fb2cc23d063ff693683bdf6befa9b26865594d818885c3dc16f1b9",
44
+ "source_binding": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/runs/immicro/healthy/fold1/n10/lora/RUN.json",
45
+ "source_binding_sha256": "d8b50029ef5a70f9030045787e8662c9b265b967f2d523621f28feb7a3f57a78",
46
+ "condition_npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold1/n10/test_raw.npz",
47
+ "condition_sha256": "f64c30e0d9cd130f95402573ee1b53826b57447fb3d7e8de727481c86f243d9d",
48
+ "checkpoint_sha256": "90ee6e41f72a535d0eea032bb42a9c44eaea99b53aeed913c4e7f8fe82d52faa",
49
+ "support_sha256": "92447ba4a03867ba6b52a7739bf4db0eecf05fd367e725c0dbe07ae927b6f511"
50
+ },
51
+ "reuse": {}
52
+ }
paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold1/n10/lora/score/per_donor.csv ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ arm,donor,group,n_generated_cells,n_observed_cells,n_reference_cells,gen_T cell,obs_T cell,gen_B cell,obs_B cell,gen_Monocyte,obs_Monocyte,gen_NK cell,obs_NK cell,gen_DC,obs_DC,gen_Other,obs_Other,comp_l1,comp_l1_obs_loo_null,pb_r,pb_own_rank,pb_top1,precision,coverage,precision_depth_matched,coverage_depth_matched,mono_pct_gen,mono_pct_obs,median_umi_gen,median_umi_obs
2
+ lora,HS2,DB2,1500,5144,150,0.7753333333333333,0.661353032659409,0.052,0.05909797822706065,0.05533333333333333,0.1386080870917574,0.074,0.11372472783825817,0.028666666666666667,0.02041213063763608,0.014666666666666666,0.006804043545878694,0.2601949196474857,0.07059674896297101,0.8978763433028244,5,False,1.0,0.98,0.9933333333333333,1.0,5.533333333333333,13.860808709175739,2417.0,1429.0
3
+ lora,HS12,DB2,1500,5035,150,0.8026666666666666,0.6798411122144985,0.05466666666666667,0.06971201588877855,0.07466666666666667,0.1529294935451837,0.04,0.064746772591857,0.014666666666666666,0.025223435948361468,0.013333333333333334,0.007547169811320755,0.25722343594836145,0.07455854626908714,0.8757694582157418,8,False,0.9933333333333333,0.98,0.9866666666666667,1.0,7.466666666666668,15.29294935451837,2145.0,1550.0
4
+ lora,HS16,DB4,1500,4842,150,0.722,0.5846757538207352,0.08333333333333333,0.08736059479553904,0.10866666666666666,0.23048327137546468,0.048666666666666664,0.07166460140437836,0.024666666666666667,0.020859149111937217,0.012666666666666666,0.004956629491945477,0.29768360181743087,0.1895789331257937,0.8857171897876263,22,False,0.9733333333333334,0.66,0.98,0.9333333333333333,10.866666666666665,23.04832713754647,2869.0,2066.0
5
+ lora,HS17,DB6,1500,1753,150,0.7986666666666666,0.7221905305191101,0.07533333333333334,0.07529948659440959,0.056666666666666664,0.14432401597261837,0.044,0.03194523673702225,0.014666666666666666,0.02053622361665716,0.010666666666666666,0.005704506560182544,0.18705381251188438,0.15543768341508316,0.8772835438965632,15,False,0.9866666666666667,0.6466666666666666,1.0,0.9533333333333334,5.666666666666666,14.432401597261837,2790.5,2194.0
6
+ lora,HS21,DB1,1500,4748,150,0.6906666666666667,0.5945661331086773,0.07733333333333334,0.06887110362257792,0.13533333333333333,0.1941870261162595,0.050666666666666665,0.11141533277169334,0.037333333333333336,0.02401010951979781,0.008666666666666666,0.0069502948609941025,0.2392047177759056,0.12734556769243,0.9017458041041355,3,False,0.9933333333333333,0.9866666666666667,0.9933333333333333,0.9933333333333333,13.533333333333333,19.41870261162595,2614.0,1849.5
7
+ lora,HS35,DB7,1500,1658,150,0.7126666666666667,0.6363088057901085,0.094,0.08443908323281062,0.09,0.1513872135102533,0.06733333333333333,0.097708082026538,0.021333333333333333,0.024728588661037394,0.014666666666666666,0.005428226779252111,0.19031443506232412,0.02594557967972921,0.8833841963498177,12,False,1.0,0.6733333333333333,0.98,0.9533333333333334,9.0,15.13872135102533,2210.0,2204.0
8
+ lora,HS36,DB5,1500,4213,150,0.7566666666666667,0.5829575124614289,0.076,0.10064087348682649,0.06266666666666666,0.14573937811535723,0.06933333333333333,0.15286019463565156,0.014666666666666666,0.015428435793971042,0.020666666666666667,0.0023736055067647755,0.3840044307302793,0.17486337298048768,0.88818151897149,11,False,1.0,0.5666666666666667,0.9933333333333333,0.9733333333333334,6.266666666666667,14.573937811535723,2725.0,2180.0
9
+ lora,HS39,DB6,1500,2056,150,0.612,0.6731517509727627,0.07933333333333334,0.04571984435797665,0.212,0.17607003891050585,0.04533333333333334,0.08025291828793775,0.042666666666666665,0.02091439688715953,0.008666666666666666,0.0038910505836575876,0.1921426718547342,0.10310873840821068,0.9007102326275662,11,False,0.9933333333333333,0.7266666666666667,0.9933333333333333,0.9533333333333334,21.2,17.607003891050585,2655.0,2023.0
10
+ lora,HS44,DB5,1500,3849,150,0.7226666666666667,0.719147830605352,0.06333333333333334,0.06832943621719927,0.12866666666666668,0.15146791374382956,0.04733333333333333,0.03715250714471291,0.017333333333333333,0.019225772928033256,0.020666666666666667,0.004676539360872954,0.05937957911145751,0.14862681044520484,0.8769450375560296,16,False,0.9933333333333333,0.6066666666666667,1.0,0.94,12.866666666666667,15.146791374382957,1938.0,1852.0
11
+ lora,HS46,DB1,1500,4117,150,0.7186666666666667,0.6315278115132378,0.07,0.060480932717998544,0.078,0.13990769978139422,0.08133333333333333,0.13577847947534613,0.034666666666666665,0.028175856205975226,0.017333333333333333,0.004129220306048093,0.23270569184681406,0.09434064598251264,0.9085208002158184,2,False,0.9933333333333333,0.9866666666666667,1.0,0.9933333333333333,7.8,13.990769978139422,2898.5,1777.0
12
+ lora,HS47,DB3,1500,4401,150,0.7953333333333333,0.609634174051352,0.06533333333333333,0.13542376732560782,0.034666666666666665,0.09702340377187003,0.07666666666666666,0.12315382867530107,0.017333333333333333,0.029993183367416496,0.010666666666666666,0.004771642808452625,0.38318836628039077,0.19711610918969746,0.8879832752187512,4,False,0.9933333333333333,0.9733333333333334,0.9866666666666667,0.9933333333333333,3.4666666666666663,9.702340377187003,2694.0,2179.0
13
+ lora,HS48,DB5,1500,3855,150,0.7366666666666667,0.7058365758754864,0.08933333333333333,0.09909208819714656,0.07066666666666667,0.0840466926070039,0.07133333333333333,0.0874189364461738,0.018,0.019974059662775615,0.014,0.0036316472114137485,0.08239688715953304,0.1700324236682078,0.8768950484138789,11,False,0.9866666666666667,0.7266666666666667,1.0,0.9933333333333333,7.066666666666667,8.40466926070039,2313.5,1918.0
14
+ lora,HS51,DB3,1500,3803,150,0.7793333333333333,0.7068104128319748,0.08866666666666667,0.09019195372074677,0.04666666666666667,0.10544307125953195,0.048,0.06731527741256903,0.02266666666666667,0.02576912963449908,0.014666666666666666,0.004470155140678412,0.16543886405469363,0.1561907464595402,0.8915901660263603,1,True,0.9933333333333333,0.94,1.0,1.0,4.666666666666667,10.544307125953194,2911.0,2114.0
15
+ lora,HS56,DB1,1500,4121,150,0.7726666666666666,0.6112594030575104,0.054,0.04707595243872846,0.068,0.13977190002426595,0.06933333333333333,0.16743508857073525,0.024,0.028391167192429023,0.012,0.006066488716330988,0.3485296449081937,0.16231403810792758,0.8963490130942197,3,False,0.9933333333333333,0.9866666666666667,0.9933333333333333,0.9933333333333333,6.800000000000001,13.977190002426596,2714.0,1751.0
16
+ lora,HS57,DB2,1500,3932,150,0.728,0.6584435401831129,0.06066666666666667,0.03128179043743642,0.11,0.18972533062054933,0.059333333333333335,0.08214649033570702,0.027333333333333334,0.030010172939979655,0.014666666666666666,0.00839267548321465,0.21043065445913867,0.11862246718002292,0.9011802442665754,1,True,0.9933333333333333,0.98,0.9933333333333333,1.0,11.0,18.972533062054932,2704.5,1676.5
17
+ lora,HS65,DB2,1500,4394,150,0.6686666666666666,0.6096950386891216,0.09133333333333334,0.10969503868912153,0.13933333333333334,0.16909421939007738,0.05466666666666667,0.07055075102412381,0.032,0.03413746017296313,0.014,0.006827492034592627,0.13228827188590497,0.1308382928488044,0.9047850572427488,3,False,1.0,0.98,1.0,0.9933333333333333,13.933333333333334,16.90942193900774,2855.5,1449.5
18
+ lora,HS68,DB6,1500,2659,150,0.722,0.6938698758931929,0.06933333333333333,0.07070327190673185,0.12733333333333333,0.156825874388868,0.03933333333333333,0.05039488529522377,0.03133333333333333,0.02181271154569387,0.010666666666666666,0.006393380970289583,0.08384806318164723,0.10807608449171868,0.888226916983374,11,False,0.9933333333333333,0.8066666666666666,0.9933333333333333,0.9933333333333333,12.733333333333333,15.6825874388868,2634.5,2248.0
19
+ lora,HS72,DB4,1500,4520,150,0.7813333333333333,0.7331858407079646,0.084,0.08517699115044247,0.064,0.11438053097345133,0.037333333333333336,0.0418141592920354,0.014,0.01836283185840708,0.019333333333333334,0.007079646017699115,0.12080235988200594,0.20149714056663054,0.8655071733531946,14,False,0.9933333333333333,0.6866666666666666,1.0,1.0,6.4,11.438053097345133,2327.5,1974.0
20
+ lora,HS84,DB3,1500,3090,150,0.7413333333333333,0.6702265372168285,0.06133333333333333,0.04692556634304207,0.096,0.17184466019417477,0.05733333333333333,0.08608414239482201,0.028666666666666667,0.020711974110032363,0.015333333333333332,0.004207119741100324,0.20919093851132686,0.0881265446567977,0.8992617904237554,4,False,1.0,0.96,0.9933333333333333,0.9866666666666667,9.6,17.184466019417478,2648.5,2083.0
21
+ lora,HS92,DB7,1500,2115,150,0.7793333333333333,0.5810874704491725,0.08266666666666667,0.11678486997635934,0.03133333333333333,0.05484633569739953,0.08133333333333333,0.23356973995271868,0.015333333333333332,0.007565011820330969,0.01,0.006146572104018913,0.41973522458628854,0.3791565281986444,0.8790153630349272,11,False,0.98,0.8866666666666667,0.98,0.9666666666666667,3.1333333333333333,5.484633569739953,2676.5,1976.0
22
+ lora,HS96,DB7,1500,1801,150,0.6113333333333333,0.5147140477512493,0.098,0.06885063853414769,0.19666666666666666,0.25818989450305385,0.03933333333333333,0.10716268739589117,0.04533333333333334,0.04553026096612993,0.009333333333333334,0.00555247084952804,0.2590990190634832,0.29377781550504867,0.8906645532590305,16,False,0.9933333333333333,0.66,0.9866666666666667,0.98,19.666666666666664,25.818989450305384,2381.0,2252.0
23
+ lora,HS109,DB5,1500,4265,150,0.7013333333333334,0.6801875732708089,0.07466666666666667,0.04126611957796014,0.12866666666666668,0.17327080890973037,0.048666666666666664,0.06424384525205158,0.025333333333333333,0.03610785463071512,0.021333333333333333,0.00492379835873388,0.14191168425166084,0.1364133017609488,0.8810314454525766,17,False,1.0,0.5866666666666667,1.0,0.9466666666666667,12.866666666666667,17.327080890973036,2393.0,2074.0
paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold1/n10/lora/score/summary.json ADDED
@@ -0,0 +1,212 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema": "paired_ft_scores.v1",
3
+ "dataset": "immicro",
4
+ "written_utc": "2026-10-15T12:00:27.748691+00:00",
5
+ "command": [
6
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py",
7
+ "--dataset",
8
+ "immicro",
9
+ "--out",
10
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold1/n10/lora/score",
11
+ "--donors",
12
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold1/n10/lora/test_sample_ids.txt",
13
+ "--threads",
14
+ "2",
15
+ "--arm",
16
+ "lora=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n10/lora.npz",
17
+ "--no-contrast",
18
+ "--no-deg"
19
+ ],
20
+ "arms": [
21
+ "lora"
22
+ ],
23
+ "donors": [
24
+ "HS2",
25
+ "HS12",
26
+ "HS16",
27
+ "HS17",
28
+ "HS21",
29
+ "HS35",
30
+ "HS36",
31
+ "HS39",
32
+ "HS44",
33
+ "HS46",
34
+ "HS47",
35
+ "HS48",
36
+ "HS51",
37
+ "HS56",
38
+ "HS57",
39
+ "HS65",
40
+ "HS68",
41
+ "HS72",
42
+ "HS84",
43
+ "HS92",
44
+ "HS96",
45
+ "HS109"
46
+ ],
47
+ "n_donors": 22,
48
+ "reference": {
49
+ "cache": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scoring_cache/immicro",
50
+ "reference_sha256": "c5e2547be3ec3b12cb0c0b404a49e14a046ae59d40be70427f98f083a76bce17",
51
+ "features_sha256": "735255066ce7ebbac13a1fdfd058e26f31edd60314cc02fd589b0a292dbbc838",
52
+ "n_r1_cells": 3300,
53
+ "pca": {
54
+ "n_components": 50,
55
+ "explained_variance_ratio_sum": 0.2977375388145447,
56
+ "n_fit_cells": 3300
57
+ },
58
+ "r2_control": {
59
+ "precision": 0.9954545454545455,
60
+ "coverage": 1.0,
61
+ "density": 2.5628484848484847,
62
+ "n_query": 3300,
63
+ "depth_matched": {
64
+ "precision": 0.9942424242424243,
65
+ "coverage": 1.0,
66
+ "density": 2.5162121212121216
67
+ }
68
+ },
69
+ "observed_l1_loo_null_mean": 0.1502983690725227
70
+ },
71
+ "contrast_definition": {
72
+ "enabled": false,
73
+ "reason": "--no-contrast"
74
+ },
75
+ "deg_definition": {
76
+ "enabled": false,
77
+ "reason": "--no-deg"
78
+ },
79
+ "headline": {
80
+ "lora": {
81
+ "comp_l1": 0.22076214884231568,
82
+ "comp_l1_obs_loo_null": 0.1502983690725227,
83
+ "precision": 0.993030303030303,
84
+ "coverage": 0.8175757575757576,
85
+ "precision_dm": 0.993030303030303,
86
+ "coverage_dm": 0.9790909090909091,
87
+ "pb_r_median": 0.888204217977432,
88
+ "pb_top1": 0.09090909090909091,
89
+ "mono_pct_gen": 9.615151515151515,
90
+ "mono_pct_obs": 15.179849365920914,
91
+ "median_umi_gen": 2550.0,
92
+ "median_umi_obs": 1887.0,
93
+ "seconds": 7.6
94
+ }
95
+ },
96
+ "per_arm": {
97
+ "lora": {
98
+ "arm": "lora",
99
+ "npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n10/lora.npz",
100
+ "npz_sha256": "0b9df7ea40aec3de2eff15bc7e72d86ce01e29402db33c1d9d65a96791837ed5",
101
+ "receipt_verified": true,
102
+ "generation": {
103
+ "checkpoint": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/runs/immicro/healthy/fold1/n10/lora/checkpoint_ft.pt",
104
+ "checkpoint_sha256": "90ee6e41f72a535d0eea032bb42a9c44eaea99b53aeed913c4e7f8fe82d52faa",
105
+ "input_condition_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold1/n10/test_raw.npz",
106
+ "input_condition_sha256": "f64c30e0d9cd130f95402573ee1b53826b57447fb3d7e8de727481c86f243d9d",
107
+ "seed": 20260928,
108
+ "steps": 50,
109
+ "support_readout": "bernoulli",
110
+ "weights": "ema"
111
+ },
112
+ "condition_for_broadcast": null,
113
+ "poisson": {
114
+ "seed": 20260916,
115
+ "rule": "whole NPZ, rows in NPZ order",
116
+ "nnz_whole_npz": 8539597,
117
+ "median_library_whole_npz_panel": 2551.0,
118
+ "n_rows_whole_npz": 33000
119
+ },
120
+ "annotation": {
121
+ "model_pt_sha256": "bf3655899e5abee435340fc008656c4a17342da0f30b70cfd43de8e9223e1930",
122
+ "zero_padded_model_genes": 1,
123
+ "label_counts": {
124
+ "T cell": 24194,
125
+ "Monocyte": 3173,
126
+ "B cell": 2467,
127
+ "NK cell": 1876,
128
+ "DC": 828,
129
+ "Other": 462
130
+ },
131
+ "mean_l2_max_prob": 0.9159671258976062,
132
+ "predict_seconds": 3.5
133
+ },
134
+ "n_donors": 22,
135
+ "n_generated_cells": 33000,
136
+ "composition": {
137
+ "l1_mean": 0.22076214884231568,
138
+ "l1_median": 0.20981079648523276,
139
+ "l1_obs_loo_null_mean": 0.1502983690725227,
140
+ "l1_generated_loo_mean_vs_observed_mean": 0.2256625452641056,
141
+ "composition_top1": 0.13636363636363635,
142
+ "mean_fraction_generated": {
143
+ "T cell": 0.733152,
144
+ "B cell": 0.074758,
145
+ "Monocyte": 0.096152,
146
+ "NK cell": 0.056848,
147
+ "DC": 0.025091,
148
+ "Other": 0.014
149
+ },
150
+ "mean_fraction_observed": {
151
+ "T cell": 0.648212,
152
+ "B cell": 0.075565,
153
+ "Monocyte": 0.151798,
154
+ "NK cell": 0.094479,
155
+ "DC": 0.024449,
156
+ "Other": 0.005497
157
+ }
158
+ },
159
+ "pseudobulk": {
160
+ "n_genes": 5508,
161
+ "r_median": 0.888204217977432,
162
+ "r_mean": 0.8890283714453183,
163
+ "top1": 0.09090909090909091,
164
+ "n_top1": 2,
165
+ "own_rank_median": 11.0,
166
+ "chance_top1": 0.045454545454545456
167
+ },
168
+ "precision_coverage": {
169
+ "precision": 0.993030303030303,
170
+ "coverage": 0.8175757575757576,
171
+ "density": 2.605242424242424,
172
+ "n_query": 3300,
173
+ "n_reference": 3300
174
+ },
175
+ "precision_coverage_depth_matched": {
176
+ "precision": 0.993030303030303,
177
+ "coverage": 0.9790909090909091,
178
+ "density": 4.232969696969697,
179
+ "detected_median_before": {
180
+ "R1": 356.0,
181
+ "Q": 251.0
182
+ },
183
+ "detected_median_after": {
184
+ "R1": 251.0,
185
+ "Q": 251.0
186
+ }
187
+ },
188
+ "monocyte_pct": {
189
+ "generated_mean_over_donors": 9.615151515151515,
190
+ "observed_mean_over_donors": 15.179849365920914,
191
+ "generated_pooled_cells": 9.615151515151515
192
+ },
193
+ "median_umi_per_cell_scoring_genes": {
194
+ "generated_pooled": 2550.0,
195
+ "observed_pooled": 1887.0,
196
+ "generated_mean_of_donor_medians": 2568.886474609375,
197
+ "observed_mean_of_donor_medians": 1946.340909090909
198
+ },
199
+ "seconds": 7.6
200
+ }
201
+ },
202
+ "code_sha256": {
203
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py": "ec5f40b4cea6d5062d0138f3b934abb6465e34cbfeac869c8a0906924c033aec",
204
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/ft_common.py": "4a6366b0f22208cd58714fc0261b8840c643b9d4569704d560cfd93534cbc747",
205
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/utility_studies_final6k_20260925/umap/cell_immicro_5arm/tools/stage_b_embed.py": "d056cfdf38fb0e5f478756f370174e993b75d0c973c48e02e21749175a4ca2da",
206
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/bulk2sc-paper/scripts/evaluate_generated_vs_truth.py": "48b12d794782b840838853e93e0fc55fab00532c4b3698f4588e926b985d2881",
207
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/utility_studies_final6k_20260925/immicro/tools/immicro_common.py": "c5c30e917148cc5e664e91ea30c11bbdff9b6d1f53a3e0a13e16b1917eff37e9",
208
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/predict_scanvi.py": "482ee5dcf4d72b54bc36cbb6dcff62e5030bc7afc46cb5fb01eca73a82ee45a5",
209
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/poisson_readout.py": "8bfa080942fbcdc89ae23b276524a1a83266fb8cbc56b9af279e50f82e6cde38"
210
+ },
211
+ "seconds": 9.8
212
+ }
paper-releases/pbisc-diffusion/updates/20261015T121654Z-x1-nine-core40-deck/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/x1_priority_completion_20261015/evaluation/units/immicro/healthy/fold1/n20/lora/scoring_support.json ADDED
@@ -0,0 +1,69 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema": "pbisc.paper.strict-score-binding.v1",
3
+ "support_sha256": "e8d557be6f2e1d807f043f68ed8c2ff803dd04fe18f928167741079279d57ae6",
4
+ "cohort": "immicro",
5
+ "unit": "fold1_n20",
6
+ "test_sample_ids": [
7
+ "HS2",
8
+ "HS12",
9
+ "HS16",
10
+ "HS17",
11
+ "HS21",
12
+ "HS35",
13
+ "HS36",
14
+ "HS39",
15
+ "HS44",
16
+ "HS46",
17
+ "HS47",
18
+ "HS48",
19
+ "HS51",
20
+ "HS56",
21
+ "HS57",
22
+ "HS65",
23
+ "HS68",
24
+ "HS72",
25
+ "HS84",
26
+ "HS92",
27
+ "HS96",
28
+ "HS109"
29
+ ],
30
+ "test_donor_ids": [
31
+ "HS2",
32
+ "HS12",
33
+ "HS16",
34
+ "HS17",
35
+ "HS21",
36
+ "HS35",
37
+ "HS36",
38
+ "HS39",
39
+ "HS44",
40
+ "HS46",
41
+ "HS47",
42
+ "HS48",
43
+ "HS51",
44
+ "HS56",
45
+ "HS57",
46
+ "HS65",
47
+ "HS68",
48
+ "HS72",
49
+ "HS84",
50
+ "HS92",
51
+ "HS96",
52
+ "HS109"
53
+ ],
54
+ "arm_bindings": {
55
+ "lora": {
56
+ "arm": "lora",
57
+ "npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n20/lora.npz",
58
+ "npz_sha256": "8d28a5c114dbf6a4a5075438bc212fc5871ef6c4a1ead7b87c75e32e46aca4bc",
59
+ "receipt": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n20/lora.log",
60
+ "receipt_sha256": "09ba2e60323a62d4bd0015f700accc92002bd12cec65906095f422ede62264bc",
61
+ "source_binding": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/runs/immicro/healthy/fold1/n20/lora/RUN.json",
62
+ "source_binding_sha256": "f223827782b12a208ee7955ef27062c4cb42093a135edd945bda2812f8c3f8d7",
63
+ "condition_npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold1/n20/test_raw.npz",
64
+ "condition_sha256": "f64c30e0d9cd130f95402573ee1b53826b57447fb3d7e8de727481c86f243d9d",
65
+ "checkpoint_sha256": "080147b5e9eb9c60723f4d91d259235bb059550c9588fa90e0f814c1a95ce14c",
66
+ "support_sha256": "e8d557be6f2e1d807f043f68ed8c2ff803dd04fe18f928167741079279d57ae6"
67
+ }
68
+ }
69
+ }