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/fold2/n40/lora/receipts/score.json +61 -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/fold2/n40/lora/score/per_donor.csv +22 -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/fold2/n40/lora/score/summary.json +214 -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/fold2/n5/lora/scoring_support.json +67 -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/fold2/n40/lora/receipts/score.json
ADDED
|
@@ -0,0 +1,61 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"state": "completed",
|
| 3 |
+
"stage": "score",
|
| 4 |
+
"at": "2026-10-15T11:42:36.498578+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/fold2/n40/lora/score/arms/lora/generated_cells.parquet",
|
| 8 |
+
"sha256": "e92c81e34914e1b682482caa553cc66a2022a7b38930b5ede1dffc9cf2d882b6",
|
| 9 |
+
"bytes": 276642
|
| 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/fold2/n40/lora/score/arms/lora/labels/labels.manifest.json",
|
| 13 |
+
"sha256": "cce359acda3baf19716ab143fb25ecd63f8a72bd80650a1a79fb0b039d68433a",
|
| 14 |
+
"bytes": 5059
|
| 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/fold2/n40/lora/score/arms/lora/labels/labels.parquet",
|
| 18 |
+
"sha256": "5e656f915eab399ef2a911e4480288a4870f925bc1fed583400c0e89a4493111",
|
| 19 |
+
"bytes": 783925
|
| 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/fold2/n40/lora/score/per_donor.csv",
|
| 23 |
+
"sha256": "47950f04d75f886a95222513bcbd13f97641ec89c9c8a80f46648def9ef9f46e",
|
| 24 |
+
"bytes": 8693
|
| 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/fold2/n40/lora/score/summary.json",
|
| 28 |
+
"sha256": "7019ceb41b68e4903e90da115ed565e36eafcc5176446bd8a1fb706a5d1b545f",
|
| 29 |
+
"bytes": 8506
|
| 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/fold2/n40/lora/scoring_support.json",
|
| 33 |
+
"sha256": "6dd2e39fae22e0828db495d5a3a6cfa2fcbe4f0eda4095b4d87d68affcf7574a",
|
| 34 |
+
"bytes": 2080
|
| 35 |
+
}
|
| 36 |
+
],
|
| 37 |
+
"support_sha256": "190cb65c7367580cc8d33aece9c90ac0d5c5129e6fce7b1c205b46bacb949b2f",
|
| 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/fold2/n40/lora.npz",
|
| 41 |
+
"npz_sha256": "aabfbe50388f34fe4b5bc584672d4a929f1133b227fe9fbc3c59b8676d13dad0",
|
| 42 |
+
"receipt": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold2/n40/lora.log",
|
| 43 |
+
"receipt_sha256": "cbd03418cbb6ab792096609e54f46855ecbc18ce81d8177cc3c7615417711c96",
|
| 44 |
+
"source_binding": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/runs/immicro/healthy/fold2/n40/lora/RUN.json",
|
| 45 |
+
"source_binding_sha256": "50564849d955a3a20b28ed576d6118bcb50d4568669f15a0fd5f159414180488",
|
| 46 |
+
"condition_npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold2/n40/test_raw.npz",
|
| 47 |
+
"condition_sha256": "35792517469285bed0fd17595441952e8f1880f63022e10db66e74dc36cd585f",
|
| 48 |
+
"checkpoint_sha256": "323b2a56054bcaf5088d4ab7a5fbf1ac5b6b1df17158b3176b242bbd17f6ea1d",
|
| 49 |
+
"support_sha256": "190cb65c7367580cc8d33aece9c90ac0d5c5129e6fce7b1c205b46bacb949b2f"
|
| 50 |
+
},
|
| 51 |
+
"reuse": {
|
| 52 |
+
"source_summary": {
|
| 53 |
+
"path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/all_width_results_20261015/immicro/healthy/fold2/n40/score/summary.json",
|
| 54 |
+
"sha256": "a6b71506d2e459e6aa719910f01fba786ab3cc37ae1ad5c4b38f95f45a757e37",
|
| 55 |
+
"bytes": 7675
|
| 56 |
+
},
|
| 57 |
+
"source_arm": "lora",
|
| 58 |
+
"validated_support_sha256": "190cb65c7367580cc8d33aece9c90ac0d5c5129e6fce7b1c205b46bacb949b2f",
|
| 59 |
+
"annotation_reexecuted": false
|
| 60 |
+
}
|
| 61 |
+
}
|
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/fold2/n40/lora/score/per_donor.csv
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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,HS9,DB3,1500,3942,150,0.728,0.6958396752917301,0.0486666666666666,0.0286656519533231,0.1153333333333333,0.1867072552004058,0.0466666666666666,0.0499746321664129,0.0433333333333333,0.0337392186707255,0.018,0.0050735667174023,0.1493637747336377,0.2191337025558536,0.909747242892065,1,True,0.9933333333333332,0.9666666666666668,0.9866666666666668,0.9933333333333332,11.533333333333331,18.670725520040587,2790.5,2389.0
|
| 3 |
+
lora,HS14,DB3,1500,4235,150,0.6846666666666666,0.6517119244391971,0.0633333333333333,0.0651711924439197,0.138,0.2030696576151121,0.0566666666666666,0.0425029515938606,0.0426666666666666,0.0332939787485242,0.0146666666666666,0.004250295159386,0.1338150334513971,0.159891466999795,0.9091528453874004,4,False,1.0,0.9466666666666668,0.9933333333333332,0.9933333333333332,13.8,20.30696576151122,2733.5,2164.0
|
| 4 |
+
lora,HS19,DB5,1500,4133,150,0.6733333333333333,0.5971449310428261,0.1046666666666666,0.1454149528187757,0.128,0.1468666827969997,0.0553333333333333,0.0914589886281151,0.0313333333333333,0.0142753447858698,0.0073333333333333,0.0048390999274135,0.1914812484877812,0.1429188316858808,0.9048326516061966,11,False,0.9933333333333332,0.84,0.9866666666666668,0.9866666666666668,12.8,14.686668279699976,2625.0,1955.0
|
| 5 |
+
lora,HS24,DB6,1500,1670,150,0.614,0.5365269461077844,0.064,0.0700598802395209,0.1953333333333333,0.1766467065868263,0.0726666666666666,0.1940119760479041,0.0413333333333333,0.0179640718562874,0.0126666666666666,0.0047904191616766,0.2548103792415169,0.2194523355229991,0.9094088653142676,7,False,1.0,0.88,0.9866666666666668,0.9933333333333332,19.53333333333333,17.664670658682635,2772.5,2073.5
|
| 6 |
+
lora,HS25,DB6,1500,1800,150,0.586,0.4872222222222222,0.0753333333333333,0.095,0.2093333333333333,0.3033333333333333,0.0613333333333333,0.0844444444444444,0.056,0.0261111111111111,0.012,0.0038888888888888,0.2735555555555555,0.345557515096265,0.9063145995612512,11,False,1.0,0.8666666666666667,1.0,0.9933333333333332,20.933333333333334,30.333333333333336,2402.0,2173.0
|
| 7 |
+
lora,HS26,DB2,1500,3606,150,0.7406666666666667,0.651414309484193,0.0613333333333333,0.0540765391014975,0.09,0.1616749861342207,0.0613333333333333,0.0967831392124237,0.036,0.0268996117581808,0.0106666666666666,0.0091514143094841,0.2142495840266223,0.0667480048970103,0.904962301339522,4,False,0.9933333333333332,1.0,0.9933333333333332,1.0,9.0,16.167498613422072,2740.0,1454.5
|
| 8 |
+
lora,HS32,DB6,1500,1818,150,0.6853333333333333,0.7128712871287128,0.078,0.0753575357535753,0.1393333333333333,0.1303630363036303,0.0573333333333333,0.0605060506050605,0.0293333333333333,0.0192519251925192,0.0106666666666666,0.0016501650165016,0.0614213421342133,0.175285741287662,0.9094785634725993,7,False,0.98,0.92,0.98,1.0,13.933333333333334,13.036303630363037,2584.0,2078.5
|
| 9 |
+
lora,HS42,DB1,1500,4312,150,0.6873333333333334,0.700139146567718,0.0686666666666666,0.034786641929499,0.1426666666666666,0.1832096474953617,0.0366666666666666,0.0433673469387755,0.054,0.0296846011131725,0.0106666666666666,0.008812615955473,0.1200989486703772,0.2194299527328683,0.9107747807431356,2,False,1.0,1.0,0.9866666666666668,1.0,14.266666666666666,18.320964749536177,2864.0,1957.5
|
| 10 |
+
lora,HS43,DB5,1500,4357,150,0.7033333333333334,0.6584806059215056,0.0733333333333333,0.071149873766353,0.14,0.1383979802616479,0.0446666666666666,0.1122331879733761,0.0266666666666666,0.0174431948588478,0.012,0.0022951572182694,0.1351330426134191,0.0756542453739197,0.9049425275729172,13,False,1.0,0.88,0.9866666666666668,0.9933333333333332,14.000000000000002,13.839798026164791,2821.5,2180.0
|
| 11 |
+
lora,HS50,DB5,1500,4299,150,0.7426666666666667,0.6882996045591998,0.0853333333333333,0.0821121190974645,0.086,0.1197953012328448,0.05,0.0921144452198185,0.028,0.0132588974180041,0.008,0.004419632472668,0.1518194929053268,0.133668088762812,0.9000735278540309,10,False,0.9866666666666668,0.8666666666666667,0.9933333333333332,0.9933333333333332,8.6,11.979530123284484,2798.0,2077.0
|
| 12 |
+
lora,HS55,DB1,1500,4574,150,0.6653333333333333,0.6228683865325755,0.0493333333333333,0.0424136423261915,0.1593333333333333,0.2243113248797551,0.0533333333333333,0.0843900306077831,0.054,0.019676432006996,0.0186666666666666,0.0063401836466987,0.1920693776417431,0.1351585700607153,0.9068355134551545,3,False,1.0,1.0,1.0,1.0,15.933333333333334,22.431132487975518,2924.0,1849.0
|
| 13 |
+
lora,HS59,DB4,1500,4268,150,0.6446666666666667,0.5796626054358013,0.062,0.0611527647610121,0.178,0.2186035613870665,0.0633333333333333,0.1187910028116213,0.042,0.0161668228678537,0.01,0.0056232427366447,0.1921224617307092,0.150027036596664,0.8982805947380146,19,False,0.9866666666666668,0.9333333333333332,0.9933333333333332,0.9933333333333332,17.8,21.860356138706656,2723.0,2091.5
|
| 14 |
+
lora,HS67,DB2,1500,3971,150,0.66,0.6293125157391085,0.104,0.1095441954167716,0.1106666666666666,0.1392596323344245,0.0673333333333333,0.0939309997481742,0.044,0.0188869302442709,0.014,0.00906572651725,0.1214696549987409,0.0752488068702978,0.9072556699939958,7,False,0.9933333333333332,1.0,0.9933333333333332,1.0,11.066666666666666,13.925963233442456,2684.0,1563.0
|
| 15 |
+
lora,HS71,DB4,1500,4400,150,0.7166666666666667,0.571590909090909,0.0693333333333333,0.0886363636363636,0.0906666666666666,0.1047727272727272,0.096,0.214090909090909,0.022,0.0170454545454545,0.0053333333333333,0.0038636363636363,0.303,0.2521739433710278,0.9032301856179988,13,False,0.9866666666666668,0.9333333333333332,0.98,1.0,9.066666666666666,10.477272727272728,2550.0,1825.0
|
| 16 |
+
lora,HS73,DB2,1500,4209,150,0.7266666666666667,0.5915894511760513,0.0366666666666666,0.0753148016155856,0.0693333333333333,0.1066761701116654,0.1293333333333333,0.2007602755999049,0.028,0.0206699928724162,0.01,0.0049893086243763,0.2948358279876455,0.2004958186371034,0.9066054086141276,1,True,0.9933333333333332,0.9933333333333332,0.9866666666666668,1.0,6.933333333333333,10.667617011166548,2194.0,1262.0
|
| 17 |
+
lora,HS80,DB3,1500,4301,150,0.676,0.6842594745408045,0.1213333333333333,0.1057893513136479,0.1093333333333333,0.1441525226691467,0.0406666666666666,0.0402232039060683,0.0373333333333333,0.0202278539874447,0.0153333333333333,0.0053475935828877,0.0861573277532356,0.174906003378167,0.9094747227914612,1,True,1.0,0.9666666666666668,0.9933333333333332,1.0,10.933333333333334,14.415252266914672,2853.0,2305.0
|
| 18 |
+
lora,HS91,DB6,1500,2568,150,0.7273333333333334,0.6320093457943925,0.056,0.043613707165109,0.1406666666666666,0.1627725856697819,0.0446666666666666,0.1269470404984423,0.0246666666666666,0.0272585669781931,0.0066666666666666,0.0073987538940809,0.2154205607476636,0.0708637841868189,0.9017957068660558,12,False,0.9933333333333332,0.9266666666666666,0.9933333333333332,0.9933333333333332,14.066666666666666,16.27725856697819,2770.0,2112.0
|
| 19 |
+
lora,HS102,DB7,1500,1983,150,0.6326666666666667,0.6283408976298538,0.0853333333333333,0.10791729702471,0.1833333333333333,0.1739788199697428,0.0453333333333333,0.064548663640948,0.0346666666666666,0.0176500252143217,0.0186666666666666,0.0075642965204236,0.0835985879979828,0.0962047013028547,0.9066917524753172,10,False,0.9866666666666668,0.94,0.9866666666666668,0.9866666666666668,18.33333333333333,17.39788199697428,2885.0,2275.0
|
| 20 |
+
lora,HS105,DB4,1500,4489,150,0.686,0.6277567386945868,0.0906666666666666,0.089775005569169,0.1306666666666666,0.1396747605257295,0.0433333333333333,0.1200712853642236,0.0346666666666666,0.0182668745823123,0.0146666666666666,0.0044553352639786,0.1714920917799064,0.0571238816038798,0.9016166463402168,15,False,0.9866666666666668,0.9,0.9933333333333332,0.9933333333333332,13.066666666666665,13.967476052572955,2743.5,2019.0
|
| 21 |
+
lora,HS108,DB7,1500,1868,150,0.6673333333333333,0.5931477516059958,0.0913333333333333,0.0883297644539614,0.116,0.0861884368308351,0.0826666666666666,0.2023554603854389,0.028,0.0235546038543897,0.0146666666666666,0.006423982869379,0.2393775874375446,0.2329681038525285,0.904116096956875,15,False,0.9866666666666668,0.9266666666666666,0.9933333333333332,0.9933333333333332,11.6,8.618843683083512,2808.5,2026.0
|
| 22 |
+
lora,HS111,DB1,1500,4787,150,0.672,0.6772508878211824,0.0926666666666666,0.0902444119490286,0.1233333333333333,0.1278462502611238,0.052,0.077501566743263,0.0533333333333333,0.0236055984959264,0.0066666666666666,0.0035512847294756,0.0705307429844717,0.1316222443264233,0.909608517623244,5,False,0.9933333333333332,0.9933333333333332,0.9933333333333332,1.0,12.333333333333334,12.784625026112389,2669.0,1865.0
|
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/fold2/n40/lora/score/summary.json
ADDED
|
@@ -0,0 +1,214 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "paired_ft_scores.v1",
|
| 3 |
+
"dataset": "immicro",
|
| 4 |
+
"written_utc": "2026-10-15T09:50:53.512353+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/all_width_results_20261015/immicro/healthy/fold2/n40/score",
|
| 11 |
+
"--arm",
|
| 12 |
+
"lora=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold2/n40/lora.npz",
|
| 13 |
+
"--condition",
|
| 14 |
+
"lora=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold2/n40/test_raw.npz",
|
| 15 |
+
"--donors",
|
| 16 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/all_width_results_20261015/immicro/healthy/fold2/n40/test_samples.txt",
|
| 17 |
+
"--threads",
|
| 18 |
+
"2",
|
| 19 |
+
"--no-contrast",
|
| 20 |
+
"--no-deg"
|
| 21 |
+
],
|
| 22 |
+
"arms": [
|
| 23 |
+
"lora"
|
| 24 |
+
],
|
| 25 |
+
"donors": [
|
| 26 |
+
"HS9",
|
| 27 |
+
"HS14",
|
| 28 |
+
"HS19",
|
| 29 |
+
"HS24",
|
| 30 |
+
"HS25",
|
| 31 |
+
"HS26",
|
| 32 |
+
"HS32",
|
| 33 |
+
"HS42",
|
| 34 |
+
"HS43",
|
| 35 |
+
"HS50",
|
| 36 |
+
"HS55",
|
| 37 |
+
"HS59",
|
| 38 |
+
"HS67",
|
| 39 |
+
"HS71",
|
| 40 |
+
"HS73",
|
| 41 |
+
"HS80",
|
| 42 |
+
"HS91",
|
| 43 |
+
"HS102",
|
| 44 |
+
"HS105",
|
| 45 |
+
"HS108",
|
| 46 |
+
"HS111"
|
| 47 |
+
],
|
| 48 |
+
"n_donors": 21,
|
| 49 |
+
"reference": {
|
| 50 |
+
"cache": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scoring_cache/immicro",
|
| 51 |
+
"reference_sha256": "c5e2547be3ec3b12cb0c0b404a49e14a046ae59d40be70427f98f083a76bce17",
|
| 52 |
+
"features_sha256": "735255066ce7ebbac13a1fdfd058e26f31edd60314cc02fd589b0a292dbbc838",
|
| 53 |
+
"n_r1_cells": 3150,
|
| 54 |
+
"pca": {
|
| 55 |
+
"n_components": 50,
|
| 56 |
+
"explained_variance_ratio_sum": 0.30105963349342346,
|
| 57 |
+
"n_fit_cells": 3150
|
| 58 |
+
},
|
| 59 |
+
"r2_control": {
|
| 60 |
+
"precision": 0.9942857142857143,
|
| 61 |
+
"coverage": 1.0,
|
| 62 |
+
"density": 2.6246666666666667,
|
| 63 |
+
"n_query": 3150,
|
| 64 |
+
"depth_matched": {
|
| 65 |
+
"precision": 0.993015873015873,
|
| 66 |
+
"coverage": 1.0,
|
| 67 |
+
"density": 2.614920634920635
|
| 68 |
+
}
|
| 69 |
+
},
|
| 70 |
+
"observed_l1_loo_null_mean": 0.15878727519531177
|
| 71 |
+
},
|
| 72 |
+
"contrast_definition": {
|
| 73 |
+
"enabled": false,
|
| 74 |
+
"reason": "--no-contrast"
|
| 75 |
+
},
|
| 76 |
+
"deg_definition": {
|
| 77 |
+
"enabled": false,
|
| 78 |
+
"reason": "--no-deg"
|
| 79 |
+
},
|
| 80 |
+
"headline": {
|
| 81 |
+
"lora": {
|
| 82 |
+
"comp_l1": 0.1740867915656901,
|
| 83 |
+
"comp_l1_obs_loo_null": 0.15878727519531177,
|
| 84 |
+
"precision": 0.993015873015873,
|
| 85 |
+
"coverage": 0.9371428571428572,
|
| 86 |
+
"precision_dm": 0.9904761904761905,
|
| 87 |
+
"coverage_dm": 0.9955555555555555,
|
| 88 |
+
"pb_r_median": 0.9066054086141275,
|
| 89 |
+
"pb_top1": 0.14285714285714285,
|
| 90 |
+
"mono_pct_gen": 13.311111111111112,
|
| 91 |
+
"mono_pct_obs": 16.087149423201815,
|
| 92 |
+
"median_umi_gen": 2722.0,
|
| 93 |
+
"median_umi_obs": 1958.0,
|
| 94 |
+
"seconds": 7.0
|
| 95 |
+
}
|
| 96 |
+
},
|
| 97 |
+
"per_arm": {
|
| 98 |
+
"lora": {
|
| 99 |
+
"arm": "lora",
|
| 100 |
+
"npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold2/n40/lora.npz",
|
| 101 |
+
"npz_sha256": "aabfbe50388f34fe4b5bc584672d4a929f1133b227fe9fbc3c59b8676d13dad0",
|
| 102 |
+
"receipt_verified": true,
|
| 103 |
+
"generation": {
|
| 104 |
+
"checkpoint": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/runs/immicro/healthy/fold2/n40/lora/checkpoint_ft.pt",
|
| 105 |
+
"checkpoint_sha256": "323b2a56054bcaf5088d4ab7a5fbf1ac5b6b1df17158b3176b242bbd17f6ea1d",
|
| 106 |
+
"input_condition_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold2/n40/test_raw.npz",
|
| 107 |
+
"input_condition_sha256": "35792517469285bed0fd17595441952e8f1880f63022e10db66e74dc36cd585f",
|
| 108 |
+
"seed": 20260928,
|
| 109 |
+
"steps": 50,
|
| 110 |
+
"support_readout": "bernoulli",
|
| 111 |
+
"weights": "ema"
|
| 112 |
+
},
|
| 113 |
+
"condition_for_broadcast": null,
|
| 114 |
+
"poisson": {
|
| 115 |
+
"seed": 20260916,
|
| 116 |
+
"rule": "whole NPZ, rows in NPZ order",
|
| 117 |
+
"nnz_whole_npz": 9298701,
|
| 118 |
+
"median_library_whole_npz_panel": 2724.0,
|
| 119 |
+
"n_rows_whole_npz": 31500
|
| 120 |
+
},
|
| 121 |
+
"annotation": {
|
| 122 |
+
"model_pt_sha256": "bf3655899e5abee435340fc008656c4a17342da0f30b70cfd43de8e9223e1930",
|
| 123 |
+
"zero_padded_model_genes": 1,
|
| 124 |
+
"label_counts": {
|
| 125 |
+
"T cell": 21480,
|
| 126 |
+
"Monocyte": 4193,
|
| 127 |
+
"B cell": 2372,
|
| 128 |
+
"NK cell": 1891,
|
| 129 |
+
"DC": 1187,
|
| 130 |
+
"Other": 377
|
| 131 |
+
},
|
| 132 |
+
"mean_l2_max_prob": 0.9141204889189629,
|
| 133 |
+
"predict_seconds": 3.4
|
| 134 |
+
},
|
| 135 |
+
"n_donors": 21,
|
| 136 |
+
"n_generated_cells": 31500,
|
| 137 |
+
"composition": {
|
| 138 |
+
"l1_mean": 0.1740867915656901,
|
| 139 |
+
"l1_median": 0.17149209177990646,
|
| 140 |
+
"l1_obs_loo_null_mean": 0.15878727519531177,
|
| 141 |
+
"l1_generated_loo_mean_vs_observed_mean": 0.19692658177171812,
|
| 142 |
+
"composition_top1": 0.14285714285714285,
|
| 143 |
+
"mean_fraction_generated": {
|
| 144 |
+
"T cell": 0.681905,
|
| 145 |
+
"B cell": 0.075302,
|
| 146 |
+
"Monocyte": 0.133111,
|
| 147 |
+
"NK cell": 0.060032,
|
| 148 |
+
"DC": 0.037683,
|
| 149 |
+
"Other": 0.011968
|
| 150 |
+
},
|
| 151 |
+
"mean_fraction_observed": {
|
| 152 |
+
"T cell": 0.629402,
|
| 153 |
+
"B cell": 0.077358,
|
| 154 |
+
"Monocyte": 0.160871,
|
| 155 |
+
"NK cell": 0.105286,
|
| 156 |
+
"DC": 0.021663,
|
| 157 |
+
"Other": 0.005419
|
| 158 |
+
}
|
| 159 |
+
},
|
| 160 |
+
"pseudobulk": {
|
| 161 |
+
"n_genes": 5508,
|
| 162 |
+
"r_median": 0.9066054086141275,
|
| 163 |
+
"r_mean": 0.9059618438674212,
|
| 164 |
+
"top1": 0.14285714285714285,
|
| 165 |
+
"n_top1": 3,
|
| 166 |
+
"own_rank_median": 7.0,
|
| 167 |
+
"chance_top1": 0.047619047619047616
|
| 168 |
+
},
|
| 169 |
+
"precision_coverage": {
|
| 170 |
+
"precision": 0.993015873015873,
|
| 171 |
+
"coverage": 0.9371428571428572,
|
| 172 |
+
"density": 2.7355873015873016,
|
| 173 |
+
"n_query": 3150,
|
| 174 |
+
"n_reference": 3150
|
| 175 |
+
},
|
| 176 |
+
"precision_coverage_depth_matched": {
|
| 177 |
+
"precision": 0.9904761904761905,
|
| 178 |
+
"coverage": 0.9955555555555555,
|
| 179 |
+
"density": 4.039238095238096,
|
| 180 |
+
"detected_median_before": {
|
| 181 |
+
"R1": 362.0,
|
| 182 |
+
"Q": 284.0
|
| 183 |
+
},
|
| 184 |
+
"detected_median_after": {
|
| 185 |
+
"R1": 284.0,
|
| 186 |
+
"Q": 284.0
|
| 187 |
+
}
|
| 188 |
+
},
|
| 189 |
+
"monocyte_pct": {
|
| 190 |
+
"generated_mean_over_donors": 13.311111111111112,
|
| 191 |
+
"observed_mean_over_donors": 16.087149423201815,
|
| 192 |
+
"generated_pooled_cells": 13.311111111111112
|
| 193 |
+
},
|
| 194 |
+
"median_umi_per_cell_scoring_genes": {
|
| 195 |
+
"generated_pooled": 2722.0,
|
| 196 |
+
"observed_pooled": 1958.0,
|
| 197 |
+
"generated_mean_of_donor_medians": 2711.1904296875,
|
| 198 |
+
"observed_mean_of_donor_medians": 1985.452380952381
|
| 199 |
+
},
|
| 200 |
+
"seconds": 7.0
|
| 201 |
+
}
|
| 202 |
+
},
|
| 203 |
+
"code_sha256": {
|
| 204 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py": "ec5f40b4cea6d5062d0138f3b934abb6465e34cbfeac869c8a0906924c033aec",
|
| 205 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/ft_common.py": "4a6366b0f22208cd58714fc0261b8840c643b9d4569704d560cfd93534cbc747",
|
| 206 |
+
"/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",
|
| 207 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/bulk2sc-paper/scripts/evaluate_generated_vs_truth.py": "48b12d794782b840838853e93e0fc55fab00532c4b3698f4588e926b985d2881",
|
| 208 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/utility_studies_final6k_20260925/immicro/tools/immicro_common.py": "c5c30e917148cc5e664e91ea30c11bbdff9b6d1f53a3e0a13e16b1917eff37e9",
|
| 209 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/predict_scanvi.py": "482ee5dcf4d72b54bc36cbb6dcff62e5030bc7afc46cb5fb01eca73a82ee45a5",
|
| 210 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/poisson_readout.py": "8bfa080942fbcdc89ae23b276524a1a83266fb8cbc56b9af279e50f82e6cde38"
|
| 211 |
+
},
|
| 212 |
+
"seconds": 8.9,
|
| 213 |
+
"core_reused_from": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/all_width_results_20261015/immicro/healthy/fold2/n40/score"
|
| 214 |
+
}
|
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/fold2/n5/lora/scoring_support.json
ADDED
|
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "pbisc.paper.strict-score-binding.v1",
|
| 3 |
+
"support_sha256": "bd9c9fcca2102a403eec20242ecd5e3184be33095e3d37a60e0bca1c32c06c7d",
|
| 4 |
+
"cohort": "immicro",
|
| 5 |
+
"unit": "fold2_n5",
|
| 6 |
+
"test_sample_ids": [
|
| 7 |
+
"HS9",
|
| 8 |
+
"HS14",
|
| 9 |
+
"HS19",
|
| 10 |
+
"HS24",
|
| 11 |
+
"HS25",
|
| 12 |
+
"HS26",
|
| 13 |
+
"HS32",
|
| 14 |
+
"HS42",
|
| 15 |
+
"HS43",
|
| 16 |
+
"HS50",
|
| 17 |
+
"HS55",
|
| 18 |
+
"HS59",
|
| 19 |
+
"HS67",
|
| 20 |
+
"HS71",
|
| 21 |
+
"HS73",
|
| 22 |
+
"HS80",
|
| 23 |
+
"HS91",
|
| 24 |
+
"HS102",
|
| 25 |
+
"HS105",
|
| 26 |
+
"HS108",
|
| 27 |
+
"HS111"
|
| 28 |
+
],
|
| 29 |
+
"test_donor_ids": [
|
| 30 |
+
"HS9",
|
| 31 |
+
"HS14",
|
| 32 |
+
"HS19",
|
| 33 |
+
"HS24",
|
| 34 |
+
"HS25",
|
| 35 |
+
"HS26",
|
| 36 |
+
"HS32",
|
| 37 |
+
"HS42",
|
| 38 |
+
"HS43",
|
| 39 |
+
"HS50",
|
| 40 |
+
"HS55",
|
| 41 |
+
"HS59",
|
| 42 |
+
"HS67",
|
| 43 |
+
"HS71",
|
| 44 |
+
"HS73",
|
| 45 |
+
"HS80",
|
| 46 |
+
"HS91",
|
| 47 |
+
"HS102",
|
| 48 |
+
"HS105",
|
| 49 |
+
"HS108",
|
| 50 |
+
"HS111"
|
| 51 |
+
],
|
| 52 |
+
"arm_bindings": {
|
| 53 |
+
"lora": {
|
| 54 |
+
"arm": "lora",
|
| 55 |
+
"npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold2/n5/lora.npz",
|
| 56 |
+
"npz_sha256": "9db828f963f7e4f04ede0c3e8d23ecffb5ad522fed0bdb8da3e67b621a265e04",
|
| 57 |
+
"receipt": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold2/n5/lora.log",
|
| 58 |
+
"receipt_sha256": "27ee0a6fc79dbd7884814777dacf4c71fb10e33a7c4790d44224c84f02feca36",
|
| 59 |
+
"source_binding": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/runs/immicro/healthy/fold2/n5/lora/RUN.json",
|
| 60 |
+
"source_binding_sha256": "f6485b0944f40e535eaf1e9fd108d63aa9375293e569312632ee25d2c8d3b367",
|
| 61 |
+
"condition_npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold2/n5/test_raw.npz",
|
| 62 |
+
"condition_sha256": "35792517469285bed0fd17595441952e8f1880f63022e10db66e74dc36cd585f",
|
| 63 |
+
"checkpoint_sha256": "f4bcc2b5d2e63c4303a82f0888983f6760bfee883798284adf6773285c97589a",
|
| 64 |
+
"support_sha256": "bd9c9fcca2102a403eec20242ecd5e3184be33095e3d37a60e0bca1c32c06c7d"
|
| 65 |
+
}
|
| 66 |
+
}
|
| 67 |
+
}
|