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/n40/lora/scoring_support.json +69 -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/fold4/n20/lora/receipts/score.json +52 -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/fold4/n20/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/fold4/n20/lora/score/summary.json +211 -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/n40/lora/scoring_support.json
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "pbisc.paper.strict-score-binding.v1",
|
| 3 |
+
"support_sha256": "e4909b732024af62d8332b9fc37adb0f7bda2024884b74ac3b4059ecf371d2c5",
|
| 4 |
+
"cohort": "immicro",
|
| 5 |
+
"unit": "fold1_n40",
|
| 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/n40/lora.npz",
|
| 58 |
+
"npz_sha256": "16acb65838878e0a60dfef81b5726f004ea18047eb3b3b39dbe802dabcf99a12",
|
| 59 |
+
"receipt": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n40/lora.log",
|
| 60 |
+
"receipt_sha256": "4bf51543893e2127af73bb028b3e0407006058a462dede00aa34df585f14c0ae",
|
| 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/n40/lora/RUN.json",
|
| 62 |
+
"source_binding_sha256": "c79ee9490f0e78c1dd9db7b3899d2d07346d57afd1c4ff1df715e57b6a7c6cff",
|
| 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/n40/test_raw.npz",
|
| 64 |
+
"condition_sha256": "f64c30e0d9cd130f95402573ee1b53826b57447fb3d7e8de727481c86f243d9d",
|
| 65 |
+
"checkpoint_sha256": "e4877d6f68387128ce43a3d2de497754090c9b95d621f001c24a6e45e19062f8",
|
| 66 |
+
"support_sha256": "e4909b732024af62d8332b9fc37adb0f7bda2024884b74ac3b4059ecf371d2c5"
|
| 67 |
+
}
|
| 68 |
+
}
|
| 69 |
+
}
|
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/fold4/n20/lora/receipts/score.json
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"state": "completed",
|
| 3 |
+
"stage": "score",
|
| 4 |
+
"at": "2026-10-15T11:43:36.267502+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/fold4/n20/lora/score/arms/lora/generated_cells.parquet",
|
| 8 |
+
"sha256": "1293158cd525b5d4848389108ded60f4c528d9241c592cfcda2a4a465b7282e8",
|
| 9 |
+
"bytes": 276647
|
| 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/fold4/n20/lora/score/arms/lora/labels/labels.manifest.json",
|
| 13 |
+
"sha256": "45fb6e87d2fc1a545dfca14ccbad035dd1ab8e7f13fc156ed4328c1353df6f5f",
|
| 14 |
+
"bytes": 5112
|
| 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/fold4/n20/lora/score/arms/lora/labels/labels.parquet",
|
| 18 |
+
"sha256": "e9d8a2cd23b5d9b66bc3420986bfef24c14491c88b5cdbd197b79b0fb94c9e3c",
|
| 19 |
+
"bytes": 784661
|
| 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/fold4/n20/lora/score/per_donor.csv",
|
| 23 |
+
"sha256": "af9dd98eb477ad90f8bd13fb4b6eec8f1bb1d0409225e0bc33b9ebc0012f1942",
|
| 24 |
+
"bytes": 8829
|
| 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/fold4/n20/lora/score/summary.json",
|
| 28 |
+
"sha256": "6722258650dc1db1586d009bcb1b0a86d019e2446bed1424e86146d32edd7e98",
|
| 29 |
+
"bytes": 7552
|
| 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/fold4/n20/lora/scoring_support.json",
|
| 33 |
+
"sha256": "8fddfb16569c7237a948820befdda8208fe4f30b717efb43572dd5c6732f4b3b",
|
| 34 |
+
"bytes": 2076
|
| 35 |
+
}
|
| 36 |
+
],
|
| 37 |
+
"support_sha256": "b070c6f6f9e0b95b4cb3951c76263c6a19981e0a8dbd635410ae99a94c2dd212",
|
| 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/fold4/n20/lora.npz",
|
| 41 |
+
"npz_sha256": "b6c7a5505515cfe1e6d6301ba518cc390e8630a9a2c84343349b25285fc1b482",
|
| 42 |
+
"receipt": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold4/n20/lora.log",
|
| 43 |
+
"receipt_sha256": "15077d63702559d518b285e3c87bc87b4032ef5e04251d4d43cd48146a62d13c",
|
| 44 |
+
"source_binding": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/runs/immicro/healthy/fold4/n20/lora/RUN.json",
|
| 45 |
+
"source_binding_sha256": "ee1ccaf97f2c3aa267fa7fe0d51d052a8ee9a27bac78885da21fcb6f6ac26817",
|
| 46 |
+
"condition_npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold4/n20/test_raw.npz",
|
| 47 |
+
"condition_sha256": "9e0a41119111a870b011b94fad6a53480b59eac0a709c61f0f314f74d8f201b8",
|
| 48 |
+
"checkpoint_sha256": "6113f120b7443054c5195687b3e05621af225948eadc45ead5144ff4b60919a2",
|
| 49 |
+
"support_sha256": "b070c6f6f9e0b95b4cb3951c76263c6a19981e0a8dbd635410ae99a94c2dd212"
|
| 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/fold4/n20/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,HS8,DB1,1500,3652,150,0.652,0.6251369112814896,0.076,0.06489594742606791,0.16066666666666668,0.15553121577217963,0.05733333333333333,0.11829134720700986,0.03933333333333333,0.028477546549835708,0.014666666666666666,0.007667031763417305,0.12191602774735304,0.12540728817026567,0.9092908199149727,3,False,1.0,1.0,0.9866666666666667,1.0,16.066666666666666,15.553121577217963,2583.5,1817.0
|
| 3 |
+
lora,HS11,DB6,1500,2886,150,0.6693333333333333,0.6056826056826057,0.08133333333333333,0.061330561330561334,0.172,0.24358974358974358,0.04133333333333333,0.04054054054054054,0.026,0.04573804573804574,0.01,0.0031185031185031187,0.18265557865557866,0.2561903186031127,0.9037572704738657,13,False,0.9933333333333333,0.8466666666666667,1.0,0.9866666666666667,17.2,24.358974358974358,2735.0,2216.5
|
| 4 |
+
lora,HS20,DB7,1500,1366,150,0.7733333333333333,0.7657393850658858,0.106,0.09882869692532943,0.06933333333333333,0.08345534407027819,0.023333333333333334,0.029282576866764276,0.020666666666666667,0.015373352855051245,0.007333333333333333,0.007320644216691069,0.040142508540751576,0.24496652935329646,0.8951599931132712,9,False,0.9933333333333333,0.86,0.9933333333333333,1.0,6.933333333333333,8.345534407027818,3008.5,2271.0
|
| 5 |
+
lora,HS27,DB2,1500,4030,150,0.7233333333333334,0.6540942928039702,0.122,0.11464019851116625,0.08533333333333333,0.1196029776674938,0.046,0.0890818858560794,0.016,0.015632754342431762,0.007333333333333333,0.006947890818858561,0.1547030603804798,0.09660813635321817,0.9067883268919469,3,False,1.0,0.9866666666666667,1.0,1.0,8.533333333333333,11.96029776674938,2849.5,1575.5
|
| 6 |
+
lora,HS28,DB5,1500,4446,150,0.618,0.594017094017094,0.12466666666666666,0.12010796221322537,0.16533333333333333,0.1545209176788124,0.05533333333333333,0.11156095366621682,0.03,0.015744489428699954,0.006666666666666667,0.004048582995951417,0.112455240665767,0.16876902964084625,0.9074136305488784,13,False,0.9933333333333333,0.7933333333333333,1.0,0.98,16.53333333333333,15.45209176788124,2691.5,1941.5
|
| 7 |
+
lora,HS41,DB7,1500,1392,150,0.654,0.6458333333333334,0.154,0.15589080459770116,0.12466666666666666,0.14152298850574713,0.034,0.035201149425287355,0.024,0.014367816091954023,0.009333333333333334,0.007183908045977011,0.03989655172413794,0.15926025034557173,0.9026746331458809,17,False,0.9933333333333333,0.94,0.9866666666666667,1.0,12.466666666666667,14.152298850574713,2847.5,2276.0
|
| 8 |
+
lora,HS45,DB7,1500,1980,150,0.66,0.6646464646464646,0.104,0.08333333333333333,0.16066666666666668,0.1191919191919192,0.04066666666666666,0.10606060606060606,0.025333333333333333,0.022727272727272728,0.009333333333333334,0.00404040404040404,0.14008080808080803,0.0677355126799284,0.90767220795067,11,False,0.9933333333333333,0.8133333333333334,0.9933333333333333,0.9933333333333333,16.066666666666666,11.91919191919192,2994.5,2373.5
|
| 9 |
+
lora,HS54,DB3,1500,5391,150,0.8,0.7853830458171026,0.08866666666666667,0.06362455945093674,0.042666666666666665,0.0849564088295307,0.043333333333333335,0.037655351511778894,0.018,0.02485624188462252,0.007333333333333333,0.003524392506028566,0.09829196809497312,0.2552556292322815,0.9040425798038129,2,False,0.9933333333333333,0.9733333333333334,0.9933333333333333,1.0,4.266666666666667,8.49564088295307,3177.0,2188.0
|
| 10 |
+
lora,HS64,DB2,1500,3894,150,0.6606666666666666,0.6592193117616847,0.076,0.0968156137647663,0.17533333333333334,0.13071391884951206,0.042666666666666665,0.0901386748844376,0.037333333333333336,0.01848998459167951,0.008,0.004622496147919877,0.13657524396507442,0.05832869885289772,0.9107367836324879,5,False,0.98,1.0,0.98,1.0,17.533333333333335,13.071391884951206,2966.0,1596.0
|
| 11 |
+
lora,HS70,DB4,1500,4513,150,0.708,0.6470197208065588,0.096,0.10104143585198316,0.11866666666666667,0.11766009306448039,0.043333333333333335,0.10857522712164858,0.026,0.020385552847329937,0.008,0.005317970307999114,0.1405666592805968,0.10591968493419628,0.897347383177428,12,False,0.9866666666666667,0.8866666666666667,0.9933333333333333,1.0,11.866666666666667,11.766009306448039,2807.0,2181.0
|
| 12 |
+
lora,HS74,DB5,1500,4719,150,0.722,0.6753549480822209,0.08,0.08645899554990465,0.09066666666666667,0.101716465352829,0.06866666666666667,0.11337147700784064,0.024,0.018648018648018648,0.014666666666666666,0.004450095359186269,0.12442720915448181,0.10081092655634422,0.8958597856238183,13,False,1.0,0.8266666666666667,0.9933333333333333,0.9933333333333333,9.066666666666666,10.1716465352829,2660.5,1934.0
|
| 13 |
+
lora,HS75,DB6,1500,2126,150,0.6753333333333333,0.6933207902163687,0.09533333333333334,0.07572906867356538,0.13733333333333334,0.15851364063969897,0.058666666666666666,0.04280338664158043,0.02266666666666667,0.023518344308560677,0.010666666666666666,0.0061147695202257765,0.0800388836625901,0.08535715114862408,0.9039468168453233,8,False,0.9666666666666667,0.8933333333333333,0.9733333333333334,0.9866666666666667,13.733333333333334,15.851364063969896,2642.5,2141.5
|
| 14 |
+
lora,HS76,DB1,1500,3892,150,0.6286666666666667,0.5775950668036999,0.10866666666666666,0.10405960945529291,0.14133333333333334,0.1593011305241521,0.056666666666666664,0.10251798561151079,0.048666666666666664,0.04290853031860226,0.016,0.013617677286742035,0.12763823227132584,0.1898535091893846,0.9075123408964857,2,False,0.9733333333333334,1.0,0.9933333333333333,1.0,14.133333333333335,15.93011305241521,2709.0,1764.0
|
| 15 |
+
lora,HS77,DB2,1500,3662,150,0.6386666666666667,0.6826870562534134,0.050666666666666665,0.0488803932277444,0.21,0.1851447296559257,0.06066666666666667,0.06499180775532495,0.032,0.012015292190060076,0.008,0.006280720917531403,0.09669106135081004,0.11335529711104537,0.9096227203358883,2,False,0.9933333333333333,0.9933333333333333,0.9933333333333333,1.0,21.0,18.51447296559257,2448.0,1437.0
|
| 16 |
+
lora,HS87,DB5,1500,4067,150,0.6926666666666667,0.6801081878534546,0.098,0.08409146791246619,0.114,0.12490779444307844,0.054,0.10154905335628227,0.030666666666666665,0.007376444553725104,0.010666666666666666,0.001967051880993361,0.11691369559872142,0.08099383236904187,0.9003210341771746,18,False,0.9933333333333333,0.8733333333333333,0.9933333333333333,0.9866666666666667,11.4,12.490779444307844,2732.5,1983.0
|
| 17 |
+
lora,HS88,DB3,1500,5093,150,0.6573333333333333,0.6540349499312782,0.066,0.040054977419988216,0.178,0.20400549774199883,0.05266666666666667,0.0738268211270371,0.03666666666666667,0.02297270763793442,0.009333333333333334,0.005105046141763205,0.09433130440473857,0.12525619231261487,0.9098952448431006,6,False,0.98,0.98,0.9866666666666667,1.0,17.8,20.400549774199884,2899.0,2032.0
|
| 18 |
+
lora,HS93,DB1,1500,5125,150,0.7353333333333333,0.7139512195121951,0.094,0.08253658536585366,0.11,0.13873170731707318,0.026,0.041951219512195125,0.027333333333333334,0.016975609756097562,0.007333333333333333,0.005853658536585366,0.08936585365853658,0.09891727748742493,0.9102458261198357,2,False,0.9866666666666667,1.0,0.9866666666666667,1.0,11.0,13.873170731707319,3079.0,1873.0
|
| 19 |
+
lora,HS94,DB3,1500,4273,150,0.756,0.7343786566814884,0.06866666666666667,0.038380528902410484,0.08866666666666667,0.1352679616194711,0.04466666666666667,0.06763398080973555,0.03,0.019424292066463844,0.012,0.004914579920430611,0.13913721819174665,0.13939202955397142,0.9071803235159194,1,True,1.0,0.9933333333333333,1.0,1.0,8.866666666666667,13.52679616194711,2797.0,2305.0
|
| 20 |
+
lora,HS97,DB4,1500,4609,150,0.6766666666666666,0.7179431546973313,0.09333333333333334,0.0414406595790844,0.14266666666666666,0.16294206986331092,0.05266666666666667,0.05467563462790193,0.026,0.018876111954870906,0.008666666666666666,0.004122369277500542,0.1271217183770883,0.13910150857913614,0.9062499374686942,10,False,0.9933333333333333,0.82,1.0,0.96,14.266666666666666,16.29420698633109,2756.0,2171.0
|
| 21 |
+
lora,HS103,DB6,1500,2442,150,0.69,0.5941850941850941,0.10333333333333333,0.0819000819000819,0.11266666666666666,0.1601146601146601,0.06266666666666666,0.14004914004914004,0.023333333333333334,0.01760851760851761,0.008,0.006142506142506142,0.24966093366093367,0.16148029017475643,0.9029301959272782,10,False,0.9866666666666667,0.8466666666666667,0.98,0.9733333333333334,11.266666666666666,16.01146601146601,2625.0,2156.5
|
| 22 |
+
lora,HS104,DB4,1500,4870,150,0.6133333333333333,0.657700205338809,0.08866666666666667,0.07268993839835729,0.19333333333333333,0.19815195071868583,0.059333333333333335,0.05626283367556468,0.03866666666666667,0.012320328542094456,0.006666666666666667,0.002874743326488706,0.09837097878165645,0.10816478298818209,0.9115921736606826,9,False,0.9866666666666667,0.88,0.98,0.9933333333333333,19.333333333333332,19.815195071868583,2609.5,2025.5
|
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/fold4/n20/lora/score/summary.json
ADDED
|
@@ -0,0 +1,211 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": "paired_ft_scores.v1",
|
| 3 |
+
"dataset": "immicro",
|
| 4 |
+
"written_utc": "2026-10-15T11:43:36.263827+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/fold4/n20/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/fold4/n20/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/fold4/n20/lora.npz",
|
| 17 |
+
"--no-contrast",
|
| 18 |
+
"--no-deg"
|
| 19 |
+
],
|
| 20 |
+
"arms": [
|
| 21 |
+
"lora"
|
| 22 |
+
],
|
| 23 |
+
"donors": [
|
| 24 |
+
"HS8",
|
| 25 |
+
"HS11",
|
| 26 |
+
"HS20",
|
| 27 |
+
"HS27",
|
| 28 |
+
"HS28",
|
| 29 |
+
"HS41",
|
| 30 |
+
"HS45",
|
| 31 |
+
"HS54",
|
| 32 |
+
"HS64",
|
| 33 |
+
"HS70",
|
| 34 |
+
"HS74",
|
| 35 |
+
"HS75",
|
| 36 |
+
"HS76",
|
| 37 |
+
"HS77",
|
| 38 |
+
"HS87",
|
| 39 |
+
"HS88",
|
| 40 |
+
"HS93",
|
| 41 |
+
"HS94",
|
| 42 |
+
"HS97",
|
| 43 |
+
"HS103",
|
| 44 |
+
"HS104"
|
| 45 |
+
],
|
| 46 |
+
"n_donors": 21,
|
| 47 |
+
"reference": {
|
| 48 |
+
"cache": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scoring_cache/immicro",
|
| 49 |
+
"reference_sha256": "c5e2547be3ec3b12cb0c0b404a49e14a046ae59d40be70427f98f083a76bce17",
|
| 50 |
+
"features_sha256": "735255066ce7ebbac13a1fdfd058e26f31edd60314cc02fd589b0a292dbbc838",
|
| 51 |
+
"n_r1_cells": 3150,
|
| 52 |
+
"pca": {
|
| 53 |
+
"n_components": 50,
|
| 54 |
+
"explained_variance_ratio_sum": 0.29251348972320557,
|
| 55 |
+
"n_fit_cells": 3150
|
| 56 |
+
},
|
| 57 |
+
"r2_control": {
|
| 58 |
+
"precision": 0.9946031746031746,
|
| 59 |
+
"coverage": 1.0,
|
| 60 |
+
"density": 2.7306349206349205,
|
| 61 |
+
"n_query": 3150,
|
| 62 |
+
"depth_matched": {
|
| 63 |
+
"precision": 0.9949206349206349,
|
| 64 |
+
"coverage": 1.0,
|
| 65 |
+
"density": 2.6846666666666668
|
| 66 |
+
}
|
| 67 |
+
},
|
| 68 |
+
"observed_l1_loo_null_mean": 0.13719637503029242
|
| 69 |
+
},
|
| 70 |
+
"contrast_definition": {
|
| 71 |
+
"enabled": false,
|
| 72 |
+
"reason": "--no-contrast"
|
| 73 |
+
},
|
| 74 |
+
"deg_definition": {
|
| 75 |
+
"enabled": false,
|
| 76 |
+
"reason": "--no-deg"
|
| 77 |
+
},
|
| 78 |
+
"headline": {
|
| 79 |
+
"lora": {
|
| 80 |
+
"comp_l1": 0.1195705112499119,
|
| 81 |
+
"comp_l1_obs_loo_null": 0.13719637503029242,
|
| 82 |
+
"precision": 0.9898412698412699,
|
| 83 |
+
"coverage": 0.9146031746031746,
|
| 84 |
+
"precision_dm": 0.9907936507936508,
|
| 85 |
+
"coverage_dm": 0.993015873015873,
|
| 86 |
+
"pb_r_median": 0.9067883268919469,
|
| 87 |
+
"pb_top1": 0.047619047619047616,
|
| 88 |
+
"mono_pct_gen": 13.3015873015873,
|
| 89 |
+
"mono_pct_obs": 14.664491120050386,
|
| 90 |
+
"median_umi_gen": 2791.0,
|
| 91 |
+
"median_umi_obs": 1973.0,
|
| 92 |
+
"seconds": 11.1
|
| 93 |
+
}
|
| 94 |
+
},
|
| 95 |
+
"per_arm": {
|
| 96 |
+
"lora": {
|
| 97 |
+
"arm": "lora",
|
| 98 |
+
"npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold4/n20/lora.npz",
|
| 99 |
+
"npz_sha256": "b6c7a5505515cfe1e6d6301ba518cc390e8630a9a2c84343349b25285fc1b482",
|
| 100 |
+
"receipt_verified": true,
|
| 101 |
+
"generation": {
|
| 102 |
+
"checkpoint": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/runs/immicro/healthy/fold4/n20/lora/checkpoint_ft.pt",
|
| 103 |
+
"checkpoint_sha256": "6113f120b7443054c5195687b3e05621af225948eadc45ead5144ff4b60919a2",
|
| 104 |
+
"input_condition_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold4/n20/test_raw.npz",
|
| 105 |
+
"input_condition_sha256": "9e0a41119111a870b011b94fad6a53480b59eac0a709c61f0f314f74d8f201b8",
|
| 106 |
+
"seed": 20260928,
|
| 107 |
+
"steps": 50,
|
| 108 |
+
"support_readout": "bernoulli",
|
| 109 |
+
"weights": "ema"
|
| 110 |
+
},
|
| 111 |
+
"condition_for_broadcast": null,
|
| 112 |
+
"poisson": {
|
| 113 |
+
"seed": 20260916,
|
| 114 |
+
"rule": "whole NPZ, rows in NPZ order",
|
| 115 |
+
"nnz_whole_npz": 9203739,
|
| 116 |
+
"median_library_whole_npz_panel": 2792.0,
|
| 117 |
+
"n_rows_whole_npz": 31500
|
| 118 |
+
},
|
| 119 |
+
"annotation": {
|
| 120 |
+
"model_pt_sha256": "bf3655899e5abee435340fc008656c4a17342da0f30b70cfd43de8e9223e1930",
|
| 121 |
+
"zero_padded_model_genes": 1,
|
| 122 |
+
"label_counts": {
|
| 123 |
+
"T cell": 21607,
|
| 124 |
+
"Monocyte": 4190,
|
| 125 |
+
"B cell": 2963,
|
| 126 |
+
"NK cell": 1536,
|
| 127 |
+
"DC": 904,
|
| 128 |
+
"Other": 300
|
| 129 |
+
},
|
| 130 |
+
"mean_l2_max_prob": 0.9122931595515638,
|
| 131 |
+
"predict_seconds": 5.8
|
| 132 |
+
},
|
| 133 |
+
"n_donors": 21,
|
| 134 |
+
"n_generated_cells": 31500,
|
| 135 |
+
"composition": {
|
| 136 |
+
"l1_mean": 0.1195705112499119,
|
| 137 |
+
"l1_median": 0.12191602774735304,
|
| 138 |
+
"l1_obs_loo_null_mean": 0.13719637503029242,
|
| 139 |
+
"l1_generated_loo_mean_vs_observed_mean": 0.15574616023119278,
|
| 140 |
+
"composition_top1": 0.23809523809523808,
|
| 141 |
+
"mean_fraction_generated": {
|
| 142 |
+
"T cell": 0.685937,
|
| 143 |
+
"B cell": 0.094063,
|
| 144 |
+
"Monocyte": 0.133016,
|
| 145 |
+
"NK cell": 0.048762,
|
| 146 |
+
"DC": 0.028698,
|
| 147 |
+
"Other": 0.009524
|
| 148 |
+
},
|
| 149 |
+
"mean_fraction_observed": {
|
| 150 |
+
"T cell": 0.668001,
|
| 151 |
+
"B cell": 0.081749,
|
| 152 |
+
"Monocyte": 0.146645,
|
| 153 |
+
"NK cell": 0.07743,
|
| 154 |
+
"DC": 0.020687,
|
| 155 |
+
"Other": 0.005487
|
| 156 |
+
}
|
| 157 |
+
},
|
| 158 |
+
"pseudobulk": {
|
| 159 |
+
"n_genes": 5508,
|
| 160 |
+
"r_median": 0.9067883268919469,
|
| 161 |
+
"r_mean": 0.9052495251460674,
|
| 162 |
+
"top1": 0.047619047619047616,
|
| 163 |
+
"n_top1": 1,
|
| 164 |
+
"own_rank_median": 9.0,
|
| 165 |
+
"chance_top1": 0.047619047619047616
|
| 166 |
+
},
|
| 167 |
+
"precision_coverage": {
|
| 168 |
+
"precision": 0.9898412698412699,
|
| 169 |
+
"coverage": 0.9146031746031746,
|
| 170 |
+
"density": 2.7877777777777775,
|
| 171 |
+
"n_query": 3150,
|
| 172 |
+
"n_reference": 3150
|
| 173 |
+
},
|
| 174 |
+
"precision_coverage_depth_matched": {
|
| 175 |
+
"precision": 0.9907936507936508,
|
| 176 |
+
"coverage": 0.993015873015873,
|
| 177 |
+
"density": 4.158888888888889,
|
| 178 |
+
"detected_median_before": {
|
| 179 |
+
"R1": 359.0,
|
| 180 |
+
"Q": 279.0
|
| 181 |
+
},
|
| 182 |
+
"detected_median_after": {
|
| 183 |
+
"R1": 279.0,
|
| 184 |
+
"Q": 279.0
|
| 185 |
+
}
|
| 186 |
+
},
|
| 187 |
+
"monocyte_pct": {
|
| 188 |
+
"generated_mean_over_donors": 13.3015873015873,
|
| 189 |
+
"observed_mean_over_donors": 14.664491120050386,
|
| 190 |
+
"generated_pooled_cells": 13.3015873015873
|
| 191 |
+
},
|
| 192 |
+
"median_umi_per_cell_scoring_genes": {
|
| 193 |
+
"generated_pooled": 2791.0,
|
| 194 |
+
"observed_pooled": 1973.0,
|
| 195 |
+
"generated_mean_of_donor_medians": 2791.333251953125,
|
| 196 |
+
"observed_mean_of_donor_medians": 2012.3095238095239
|
| 197 |
+
},
|
| 198 |
+
"seconds": 11.1
|
| 199 |
+
}
|
| 200 |
+
},
|
| 201 |
+
"code_sha256": {
|
| 202 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py": "ec5f40b4cea6d5062d0138f3b934abb6465e34cbfeac869c8a0906924c033aec",
|
| 203 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/ft_common.py": "4a6366b0f22208cd58714fc0261b8840c643b9d4569704d560cfd93534cbc747",
|
| 204 |
+
"/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",
|
| 205 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/bulk2sc-paper/scripts/evaluate_generated_vs_truth.py": "48b12d794782b840838853e93e0fc55fab00532c4b3698f4588e926b985d2881",
|
| 206 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/utility_studies_final6k_20260925/immicro/tools/immicro_common.py": "c5c30e917148cc5e664e91ea30c11bbdff9b6d1f53a3e0a13e16b1917eff37e9",
|
| 207 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/predict_scanvi.py": "482ee5dcf4d72b54bc36cbb6dcff62e5030bc7afc46cb5fb01eca73a82ee45a5",
|
| 208 |
+
"/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/poisson_readout.py": "8bfa080942fbcdc89ae23b276524a1a83266fb8cbc56b9af279e50f82e6cde38"
|
| 209 |
+
},
|
| 210 |
+
"seconds": 13.7
|
| 211 |
+
}
|