junidude14 commited on
Commit
2d51d32
·
verified ·
1 Parent(s): 692cfe3

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/ji2025_chili/disease/draw1/lora/receipts/score.json ADDED
@@ -0,0 +1,71 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "state": "completed",
3
+ "stage": "score",
4
+ "at": "2026-10-15T11:42:10.776035+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/ji2025_chili/disease/draw1/lora/score/arms/lora/deg_top50_lists.csv",
8
+ "sha256": "195662c8ecdefc9bf94a3063b6d8fc789332ea99be513b121381325b360e3bd8",
9
+ "bytes": 8476
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/ji2025_chili/disease/draw1/lora/score/arms/lora/generated_cells.parquet",
13
+ "sha256": "3000363681239f157993cded8d8eb1f2d081d2237624704057502ece395104e3",
14
+ "bytes": 332872
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/ji2025_chili/disease/draw1/lora/score/arms/lora/labels/labels.manifest.json",
18
+ "sha256": "9d58f82b40a24d3cb8d5198b5dc2b6b21729f5690b07040ccdb17a3b6ab9b9ff",
19
+ "bytes": 5068
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/ji2025_chili/disease/draw1/lora/score/arms/lora/labels/labels.parquet",
23
+ "sha256": "725f1cec4cdf818bb5dd029429b701e67e7e08bc10e106b2d084fc77e9c0d7e4",
24
+ "bytes": 923993
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/ji2025_chili/disease/draw1/lora/score/contrast.csv",
28
+ "sha256": "5c7c8daaac6e7b9a111a0c35846030b0a839c2011e048066b05913d716204004",
29
+ "bytes": 2090
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/ji2025_chili/disease/draw1/lora/score/per_donor.csv",
33
+ "sha256": "cdd3e7277b1608e965adb2d151dd11d3d71963989c1173e6a60e3b5f9122008b",
34
+ "bytes": 10875
35
+ },
36
+ {
37
+ "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/ji2025_chili/disease/draw1/lora/score/summary.json",
38
+ "sha256": "63fd2979f0df84f18bf5577244e1755c5c637212290134fa49582dd59bba6a74",
39
+ "bytes": 18097
40
+ },
41
+ {
42
+ "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/ji2025_chili/disease/draw1/lora/scoring_support.json",
43
+ "sha256": "577cfb4e1a6082d5158e5d8a25b4dd51a0463eaccb67546df2dfda1b66ca068f",
44
+ "bytes": 2295
45
+ }
46
+ ],
47
+ "support_sha256": "4b619899a91698c3840bd1333f6311e2c8fab322cc039b040884fb48acbe15f9",
48
+ "binding": {
49
+ "arm": "lora",
50
+ "npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw1/lora.npz",
51
+ "npz_sha256": "88f760546ae596ec9207d30d463b5912734e877356186833a4752c8925a6bc50",
52
+ "receipt": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw1/lora.log",
53
+ "receipt_sha256": "3c632e6ffb9b94e86b465c0306826aa8f8e2c14b4d66ce391134189b8fb65ef9",
54
+ "source_binding": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/runs/ji2025_chili/disease/draw1/lora/RUN.json",
55
+ "source_binding_sha256": "bf59fadc592f4bf0f6d67ae1b53307f3f88d25369b0e2ad417fe153d752d6f8d",
56
+ "condition_npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw1/test_raw.npz",
57
+ "condition_sha256": "0c873c5de82a9be4c2aba3f1670dddf902c32b351a99677e819367a603fb3bb4",
58
+ "checkpoint_sha256": "a9a14ff9361e6cc530320810b94100e7a38353374fa54aa3fab7552c8cf4945f",
59
+ "support_sha256": "4b619899a91698c3840bd1333f6311e2c8fab322cc039b040884fb48acbe15f9"
60
+ },
61
+ "reuse": {
62
+ "source_summary": {
63
+ "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/disease_width_comparison_20261015/ji2025_chili/draw1/score/summary.json",
64
+ "sha256": "d4b2661fb04f7927ef27579a3aeea58a9ac114f16ac1303eaaa54f5abeb8db33",
65
+ "bytes": 15871
66
+ },
67
+ "source_arm": "lora",
68
+ "validated_support_sha256": "4b619899a91698c3840bd1333f6311e2c8fab322cc039b040884fb48acbe15f9",
69
+ "annotation_reexecuted": false
70
+ }
71
+ }
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/ji2025_chili/disease/draw1/lora/score/contrast.csv ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ arm,celltype,statistic,n_genes,r_generated,r_broadcast,partial_r_generated_given_broadcast,r_generated_vs_broadcast,n_case_donors_obs,n_control_donors_obs,n_case_donors_gen,n_control_donors_gen,n_cells_obs,n_cells_gen,deg_scored,top50_overlap,top50_jaccard,obs_top_list_size,gen_top_list_size,n_sig_obs,n_sig_gen,top50_overlap_broadcast,top50_jaccard_broadcast,broadcast_top_list_size,n_sig_broadcast
2
+ lora,T cell,mean_cp10k,3013,0.2218250278686112,0.1772381595386375,0.1909888034735621,0.2161013035068907,15,11,15,11,49230,17765,,,,,,,,,,,
3
+ lora,T cell,pseudobulk_log1p_cpm,3013,0.2391960641158479,0.2548071458258705,0.2014513589858581,0.1878344919582529,15,11,15,11,49230,17765,,,,,,,,,,,
4
+ lora,B cell,mean_cp10k,3263,0.0561187537045535,0.0985376804319627,0.0488365814548893,0.0778096749684497,15,11,15,11,6059,2190,,,,,,,,,,,
5
+ lora,B cell,pseudobulk_log1p_cpm,3263,0.0199182941493475,0.0351830339749845,0.0189820744892464,0.0271426554940043,15,11,15,11,6059,2190,,,,,,,,,,,
6
+ lora,Monocyte,mean_cp10k,3157,0.5608159254317674,0.3948466424201932,0.5000674077355118,0.3166239407886482,15,11,15,11,30700,11770,,,,,,,,,,,
7
+ lora,Monocyte,pseudobulk_log1p_cpm,3157,0.429499490931079,0.3639773066663638,0.3830761717901378,0.2248340051382737,15,11,15,11,30700,11770,,,,,,,,,,,
8
+ lora,NK cell,mean_cp10k,3047,0.1691940187117895,0.1610569078245163,0.1429685749438127,0.1904589768075242,15,11,15,11,16047,5345,,,,,,,,,,,
9
+ lora,NK cell,pseudobulk_log1p_cpm,3047,0.0706052581172148,0.1345214411691737,0.0568918770396625,0.1082485842138554,15,11,15,11,16047,5345,,,,,,,,,,,
10
+ lora,T cell,welch_top50_deg,5752,,,,,15,11,15,11,49230,17765,True,0.0,0.0,50.0,0.0,1824.0,0.0,0.0,0.0,0.0,0.0
11
+ lora,B cell,welch_top50_deg,5752,,,,,15,11,15,11,6059,2190,True,0.0,0.0,43.0,0.0,43.0,0.0,0.0,0.0,0.0,0.0
12
+ lora,Monocyte,welch_top50_deg,5752,,,,,15,11,15,11,30700,11770,True,0.0,0.0,50.0,1.0,113.0,1.0,0.0,0.0,0.0,0.0
13
+ lora,NK cell,welch_top50_deg,5752,,,,,15,11,15,11,16047,5345,True,0.0,0.0,50.0,0.0,406.0,0.0,0.0,0.0,0.0,0.0
14
+ lora,DC,welch_top50_deg,5752,,,,,13,11,15,11,1448,854,True,0.0,0.0,50.0,0.0,106.0,0.0,0.0,0.0,0.0,0.0
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/ji2025_chili/disease/draw4/lora/score/summary.json ADDED
@@ -0,0 +1,536 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema": "paired_ft_scores.v1",
3
+ "dataset": "ji2025_chili",
4
+ "written_utc": "2026-10-15T11:41:18.624953+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
+ "ji2025_chili",
9
+ "--out",
10
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/disease_width_comparison_20261015/ji2025_chili/draw4/score",
11
+ "--arm",
12
+ "lora=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw4/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/ji2025_chili/disease/draw4/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/disease_width_comparison_20261015/ji2025_chili/draw4/test_samples.txt",
17
+ "--threads",
18
+ "2",
19
+ "--case-groups",
20
+ "TOL,FU1",
21
+ "--control-groups",
22
+ "BC,AC"
23
+ ],
24
+ "arms": [
25
+ "lora"
26
+ ],
27
+ "donors": [
28
+ "N032_AC",
29
+ "N038_BC",
30
+ "N038_AC",
31
+ "N055_AC",
32
+ "N136_TOL",
33
+ "N136_FU1",
34
+ "N138_TOL",
35
+ "N138_FU1",
36
+ "N128_BC",
37
+ "N128_AC",
38
+ "N147_TOL",
39
+ "N150_BC",
40
+ "N159_BC",
41
+ "N001_TOL",
42
+ "N001_FU1",
43
+ "N012_TOL",
44
+ "N012_FU1",
45
+ "N018_BC",
46
+ "N018_AC",
47
+ "N022_TOL",
48
+ "N022_FU1",
49
+ "N035_TOL",
50
+ "N043_TOL",
51
+ "N043_FU1"
52
+ ],
53
+ "n_donors": 24,
54
+ "reference": {
55
+ "cache": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scoring_cache/ji2025_chili",
56
+ "reference_sha256": "19c30f56db699eb4f5a642927c1cd6e173212b877c29ff20d84e60a5ecccef6d",
57
+ "features_sha256": "049795e3a2470a223347015c0c965f56ca90c21143aad6f72d12e39f3e95e58b",
58
+ "n_r1_cells": 3600,
59
+ "pca": {
60
+ "n_components": 50,
61
+ "explained_variance_ratio_sum": 0.2975917458534241,
62
+ "n_fit_cells": 3600
63
+ },
64
+ "r2_control": {
65
+ "precision": 0.9975,
66
+ "coverage": 1.0,
67
+ "density": 2.5635833333333333,
68
+ "n_query": 3600,
69
+ "depth_matched": {
70
+ "precision": 0.9972222222222222,
71
+ "coverage": 1.0,
72
+ "density": 2.518527777777778
73
+ }
74
+ },
75
+ "observed_l1_loo_null_mean": 0.44729410690921495
76
+ },
77
+ "contrast_definition": {
78
+ "enabled": true,
79
+ "rule": "explicit --case-groups / --control-groups",
80
+ "group_source": "features groups",
81
+ "case_groups": [
82
+ "TOL",
83
+ "FU1"
84
+ ],
85
+ "control_groups": [
86
+ "BC",
87
+ "AC"
88
+ ],
89
+ "n_case_donors": 14,
90
+ "n_control_donors": 10,
91
+ "n_donors_in_neither": 0,
92
+ "case": [
93
+ false,
94
+ false,
95
+ false,
96
+ false,
97
+ true,
98
+ true,
99
+ true,
100
+ true,
101
+ false,
102
+ false,
103
+ true,
104
+ false,
105
+ false,
106
+ true,
107
+ true,
108
+ true,
109
+ true,
110
+ false,
111
+ false,
112
+ true,
113
+ true,
114
+ true,
115
+ true,
116
+ true
117
+ ],
118
+ "ctrl": [
119
+ true,
120
+ true,
121
+ true,
122
+ true,
123
+ false,
124
+ false,
125
+ false,
126
+ false,
127
+ true,
128
+ true,
129
+ false,
130
+ true,
131
+ true,
132
+ false,
133
+ false,
134
+ false,
135
+ false,
136
+ true,
137
+ true,
138
+ false,
139
+ false,
140
+ false,
141
+ false,
142
+ false
143
+ ],
144
+ "groups": [
145
+ "AC",
146
+ "BC",
147
+ "AC",
148
+ "AC",
149
+ "TOL",
150
+ "FU1",
151
+ "TOL",
152
+ "FU1",
153
+ "BC",
154
+ "AC",
155
+ "TOL",
156
+ "BC",
157
+ "BC",
158
+ "TOL",
159
+ "FU1",
160
+ "TOL",
161
+ "FU1",
162
+ "BC",
163
+ "AC",
164
+ "TOL",
165
+ "FU1",
166
+ "TOL",
167
+ "TOL",
168
+ "FU1"
169
+ ]
170
+ },
171
+ "deg_definition": {
172
+ "enabled": true,
173
+ "score": "top-50 DEG overlap per cell type (benchmark total_top50_overlap, Welch backend)",
174
+ "source": "/home/sj_server_1/PBISC/immun-pbmc-fm/bulk2sc-paper/scripts/evaluate_generated_vs_truth.py",
175
+ "functions": [
176
+ "welch_bh_deg",
177
+ "top_deg_genes",
178
+ "jaccard"
179
+ ],
180
+ "reproduces": "utility_studies_final6k_20260925/sle top-50 DEG 81 (1,006 genes) / 84 (2,279 genes) = sum over the six gated types of top50_overlap_count",
181
+ "top_n": 50,
182
+ "fdr": 0.05,
183
+ "n_genes": 5752,
184
+ "types": [
185
+ "T cell",
186
+ "B cell",
187
+ "Monocyte",
188
+ "NK cell",
189
+ "DC"
190
+ ],
191
+ "aggregates_source": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scoring_cache/ji2025_chili/deg_reference.npz",
192
+ "aggregates_sha256": "4f5eb8c8389ef1308ce3ec44be8be024cedb97de37351d109d9070c818df5a9e",
193
+ "aggregates_note": null,
194
+ "types_not_scored_observed": [],
195
+ "observed": {
196
+ "T cell": {
197
+ "n_significant": 296,
198
+ "n_tested": 5662,
199
+ "n_case_donors": 14,
200
+ "n_control_donors": 10,
201
+ "n_cells": 38484,
202
+ "top_list_size": 50
203
+ },
204
+ "B cell": {
205
+ "n_significant": 21,
206
+ "n_tested": 5327,
207
+ "n_case_donors": 14,
208
+ "n_control_donors": 10,
209
+ "n_cells": 5290,
210
+ "top_list_size": 21
211
+ },
212
+ "Monocyte": {
213
+ "n_significant": 238,
214
+ "n_tested": 5675,
215
+ "n_case_donors": 14,
216
+ "n_control_donors": 10,
217
+ "n_cells": 24894,
218
+ "top_list_size": 50
219
+ },
220
+ "NK cell": {
221
+ "n_significant": 18,
222
+ "n_tested": 5453,
223
+ "n_case_donors": 14,
224
+ "n_control_donors": 10,
225
+ "n_cells": 13678,
226
+ "top_list_size": 18
227
+ },
228
+ "DC": {
229
+ "n_significant": 216,
230
+ "n_tested": 5000,
231
+ "n_case_donors": 12,
232
+ "n_control_donors": 10,
233
+ "n_cells": 1186,
234
+ "top_list_size": 50
235
+ }
236
+ },
237
+ "broadcast": "welch_bh_deg + top_deg_genes on the arm's condition bulk_counts (scoring genes, case|control donors), one list compared with every type's observed list (sle_broadcast.py broadcast_input_bulk); not part of the published benchmark"
238
+ },
239
+ "headline": {
240
+ "lora": {
241
+ "comp_l1": 0.6561363045083196,
242
+ "comp_l1_obs_loo_null": 0.44729410690921495,
243
+ "precision": 0.9844444444444445,
244
+ "coverage": 0.6491666666666667,
245
+ "precision_dm": 0.9788888888888889,
246
+ "coverage_dm": 0.8563888888888889,
247
+ "pb_r_median": 0.8495601253596395,
248
+ "pb_top1": 0.08333333333333333,
249
+ "mono_pct_gen": 10.897222222222224,
250
+ "mono_pct_obs": 27.37570630497282,
251
+ "median_umi_gen": 1187.0,
252
+ "median_umi_obs": 1132.0,
253
+ "contrast_mean_cp10k_r_gen": 0.1198787860156891,
254
+ "contrast_pseudobulk_log1p_cpm_r_gen": 0.09138271540051561,
255
+ "contrast_mean_cp10k_r_broadcast": 0.2254541110690231,
256
+ "contrast_pseudobulk_log1p_cpm_r_broadcast": 0.16889276184537988,
257
+ "deg_top50_T": 3,
258
+ "deg_top50_B": 1,
259
+ "deg_top50_Mono": 3,
260
+ "deg_top50_NK": 1,
261
+ "deg_top50_DC": 0,
262
+ "deg_top50_sum": 8,
263
+ "deg_top50_max": 189,
264
+ "deg_top50_sum_4type": 8,
265
+ "deg_top50_sum_broadcast": 0,
266
+ "seconds": 9.6
267
+ }
268
+ },
269
+ "per_arm": {
270
+ "lora": {
271
+ "arm": "lora",
272
+ "npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw4/lora.npz",
273
+ "npz_sha256": "371f1d2814991411c3f58dd08ef19d9b2f48303ed32ca2c0ec7b12239cf1f567",
274
+ "receipt_verified": true,
275
+ "generation": {
276
+ "checkpoint": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/runs/ji2025_chili/disease/draw4/lora/checkpoint_ft.pt",
277
+ "checkpoint_sha256": "b3c0902776d357be1dad36ee6b92aab47f04f9a7d8587ad76ebf8a75a2e9304d",
278
+ "input_condition_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw4/test_raw.npz",
279
+ "input_condition_sha256": "cc4771e4a9c4ec2ada5be09852a568ab87c74b950e63a012ef3159f6a27a9bc5",
280
+ "seed": 20260928,
281
+ "steps": 50,
282
+ "support_readout": "bernoulli",
283
+ "weights": "ema"
284
+ },
285
+ "condition_for_broadcast": {
286
+ "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw4/test_raw.npz",
287
+ "sha256": "cc4771e4a9c4ec2ada5be09852a568ab87c74b950e63a012ef3159f6a27a9bc5"
288
+ },
289
+ "poisson": {
290
+ "seed": 20260916,
291
+ "rule": "whole NPZ, rows in NPZ order",
292
+ "nnz_whole_npz": 8001563,
293
+ "median_library_whole_npz_panel": 1188.0,
294
+ "n_rows_whole_npz": 36000
295
+ },
296
+ "annotation": {
297
+ "model_pt_sha256": "bf3655899e5abee435340fc008656c4a17342da0f30b70cfd43de8e9223e1930",
298
+ "zero_padded_model_genes": 1,
299
+ "label_counts": {
300
+ "T cell": 26157,
301
+ "Monocyte": 3923,
302
+ "NK cell": 2494,
303
+ "B cell": 2451,
304
+ "Other": 500,
305
+ "DC": 475
306
+ },
307
+ "mean_l2_max_prob": 0.914783872972346,
308
+ "predict_seconds": 4.5
309
+ },
310
+ "n_donors": 24,
311
+ "n_generated_cells": 36000,
312
+ "composition": {
313
+ "l1_mean": 0.6561363045083196,
314
+ "l1_median": 0.7207554796378075,
315
+ "l1_obs_loo_null_mean": 0.44729410690921495,
316
+ "l1_generated_loo_mean_vs_observed_mean": 0.6442475280755675,
317
+ "composition_top1": 0.08333333333333333,
318
+ "mean_fraction_generated": {
319
+ "T cell": 0.726583,
320
+ "B cell": 0.068083,
321
+ "Monocyte": 0.108972,
322
+ "NK cell": 0.069278,
323
+ "DC": 0.013194,
324
+ "Other": 0.013889
325
+ },
326
+ "mean_fraction_observed": {
327
+ "T cell": 0.446682,
328
+ "B cell": 0.057734,
329
+ "Monocyte": 0.273757,
330
+ "NK cell": 0.170283,
331
+ "DC": 0.01371,
332
+ "Other": 0.037834
333
+ }
334
+ },
335
+ "pseudobulk": {
336
+ "n_genes": 5752,
337
+ "r_median": 0.8495601253596395,
338
+ "r_mean": 0.8493567954492033,
339
+ "top1": 0.08333333333333333,
340
+ "n_top1": 2,
341
+ "own_rank_median": 10.5,
342
+ "chance_top1": 0.041666666666666664
343
+ },
344
+ "precision_coverage": {
345
+ "precision": 0.9844444444444445,
346
+ "coverage": 0.6491666666666667,
347
+ "density": 1.4489444444444444,
348
+ "n_query": 3600,
349
+ "n_reference": 3600
350
+ },
351
+ "precision_coverage_depth_matched": {
352
+ "precision": 0.9788888888888889,
353
+ "coverage": 0.8563888888888889,
354
+ "density": 1.6223333333333332,
355
+ "detected_median_before": {
356
+ "R1": 377.0,
357
+ "Q": 213.0
358
+ },
359
+ "detected_median_after": {
360
+ "R1": 212.0,
361
+ "Q": 212.0
362
+ }
363
+ },
364
+ "monocyte_pct": {
365
+ "generated_mean_over_donors": 10.897222222222224,
366
+ "observed_mean_over_donors": 27.37570630497282,
367
+ "generated_pooled_cells": 10.897222222222222
368
+ },
369
+ "median_umi_per_cell_scoring_genes": {
370
+ "generated_pooled": 1187.0,
371
+ "observed_pooled": 1132.0,
372
+ "generated_mean_of_donor_medians": 1211.1666259765625,
373
+ "observed_mean_of_donor_medians": 1244.5416666666667
374
+ },
375
+ "contrast": {
376
+ "mean_cp10k": {
377
+ "per_type": {
378
+ "T cell": {
379
+ "r_generated": 0.34643644087409814,
380
+ "r_broadcast": 0.22058892790303236,
381
+ "partial_r_generated_given_broadcast": 0.3071974185919106,
382
+ "r_generated_vs_broadcast": 0.25827267200802195,
383
+ "n_genes": 3051
384
+ },
385
+ "B cell": {
386
+ "r_generated": -0.339197782330589,
387
+ "r_broadcast": 0.1250583519693801,
388
+ "partial_r_generated_given_broadcast": -0.3603696082305658,
389
+ "r_generated_vs_broadcast": 0.12444781975605017,
390
+ "n_genes": 3274
391
+ },
392
+ "Monocyte": {
393
+ "r_generated": 0.32763538209887333,
394
+ "r_broadcast": 0.3600824414237215,
395
+ "partial_r_generated_given_broadcast": 0.27272606774499314,
396
+ "r_generated_vs_broadcast": 0.22072411572975184,
397
+ "n_genes": 3154
398
+ },
399
+ "NK cell": {
400
+ "r_generated": 0.14464110342037398,
401
+ "r_broadcast": 0.19608672297995844,
402
+ "partial_r_generated_given_broadcast": 0.12148066225178027,
403
+ "r_generated_vs_broadcast": 0.13576516863215127,
404
+ "n_genes": 3068
405
+ }
406
+ },
407
+ "mean_r_generated": 0.1198787860156891,
408
+ "mean_r_broadcast": 0.2254541110690231,
409
+ "mean_partial_r": 0.08525863508952955
410
+ },
411
+ "pseudobulk_log1p_cpm": {
412
+ "per_type": {
413
+ "T cell": {
414
+ "r_generated": 0.24693922451194658,
415
+ "r_broadcast": 0.22354974300191646,
416
+ "partial_r_generated_given_broadcast": 0.21328637912079013,
417
+ "r_generated_vs_broadcast": 0.19198260434636155,
418
+ "n_genes": 3051
419
+ },
420
+ "B cell": {
421
+ "r_generated": -0.17997555246239225,
422
+ "r_broadcast": 0.03179791067265472,
423
+ "partial_r_generated_given_broadcast": -0.183404094651643,
424
+ "r_generated_vs_broadcast": 0.08435755044788272,
425
+ "n_genes": 3274
426
+ },
427
+ "Monocyte": {
428
+ "r_generated": 0.21960841596731867,
429
+ "r_broadcast": 0.34831134154512483,
430
+ "partial_r_generated_given_broadcast": 0.181692191687341,
431
+ "r_generated_vs_broadcast": 0.14682178399967297,
432
+ "n_genes": 3154
433
+ },
434
+ "NK cell": {
435
+ "r_generated": 0.07895877358518942,
436
+ "r_broadcast": 0.07191205216182345,
437
+ "partial_r_generated_given_broadcast": 0.07475136589670907,
438
+ "r_generated_vs_broadcast": 0.0632766350505918,
439
+ "n_genes": 3068
440
+ }
441
+ },
442
+ "mean_r_generated": 0.09138271540051561,
443
+ "mean_r_broadcast": 0.16889276184537988,
444
+ "mean_partial_r": 0.07158146051329929
445
+ }
446
+ },
447
+ "deg_top50": {
448
+ "types_scored": [
449
+ "T cell",
450
+ "B cell",
451
+ "Monocyte",
452
+ "NK cell",
453
+ "DC"
454
+ ],
455
+ "types_not_scored": {},
456
+ "per_type": {
457
+ "T cell": {
458
+ "deg_scored": true,
459
+ "top50_overlap": 3,
460
+ "top50_jaccard": 0.030927835051546393,
461
+ "obs_top_list_size": 50,
462
+ "gen_top_list_size": 50,
463
+ "top50_overlap_broadcast": 0,
464
+ "top50_jaccard_broadcast": 0.0,
465
+ "n_cells_obs": 38484,
466
+ "n_cells_gen": 26157
467
+ },
468
+ "B cell": {
469
+ "deg_scored": true,
470
+ "top50_overlap": 1,
471
+ "top50_jaccard": 0.03571428571428571,
472
+ "obs_top_list_size": 21,
473
+ "gen_top_list_size": 8,
474
+ "top50_overlap_broadcast": 0,
475
+ "top50_jaccard_broadcast": 0.0,
476
+ "n_cells_obs": 5290,
477
+ "n_cells_gen": 2451
478
+ },
479
+ "Monocyte": {
480
+ "deg_scored": true,
481
+ "top50_overlap": 3,
482
+ "top50_jaccard": 0.030927835051546393,
483
+ "obs_top_list_size": 50,
484
+ "gen_top_list_size": 50,
485
+ "top50_overlap_broadcast": 0,
486
+ "top50_jaccard_broadcast": 0.0,
487
+ "n_cells_obs": 24894,
488
+ "n_cells_gen": 3923
489
+ },
490
+ "NK cell": {
491
+ "deg_scored": true,
492
+ "top50_overlap": 1,
493
+ "top50_jaccard": 0.02857142857142857,
494
+ "obs_top_list_size": 18,
495
+ "gen_top_list_size": 18,
496
+ "top50_overlap_broadcast": 0,
497
+ "top50_jaccard_broadcast": 0.0,
498
+ "n_cells_obs": 13678,
499
+ "n_cells_gen": 2494
500
+ },
501
+ "DC": {
502
+ "deg_scored": true,
503
+ "top50_overlap": 0,
504
+ "top50_jaccard": 0.0,
505
+ "obs_top_list_size": 50,
506
+ "gen_top_list_size": 0,
507
+ "top50_overlap_broadcast": 0,
508
+ "top50_jaccard_broadcast": 0.0,
509
+ "n_cells_obs": 1186,
510
+ "n_cells_gen": 475
511
+ }
512
+ },
513
+ "sum": 8,
514
+ "sum_4type": 8,
515
+ "max": 189,
516
+ "mean": 1.6,
517
+ "sum_broadcast": 0,
518
+ "sum_broadcast_4type": 0,
519
+ "broadcast_n_significant": 2,
520
+ "seconds": 0.08
521
+ },
522
+ "seconds": 9.6
523
+ }
524
+ },
525
+ "code_sha256": {
526
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py": "ec5f40b4cea6d5062d0138f3b934abb6465e34cbfeac869c8a0906924c033aec",
527
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/ft_common.py": "4a6366b0f22208cd58714fc0261b8840c643b9d4569704d560cfd93534cbc747",
528
+ "/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",
529
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/bulk2sc-paper/scripts/evaluate_generated_vs_truth.py": "48b12d794782b840838853e93e0fc55fab00532c4b3698f4588e926b985d2881",
530
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/utility_studies_final6k_20260925/immicro/tools/immicro_common.py": "c5c30e917148cc5e664e91ea30c11bbdff9b6d1f53a3e0a13e16b1917eff37e9",
531
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/predict_scanvi.py": "482ee5dcf4d72b54bc36cbb6dcff62e5030bc7afc46cb5fb01eca73a82ee45a5",
532
+ "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/aifi_scanvi_rebuild_20260916/poisson_readout.py": "8bfa080942fbcdc89ae23b276524a1a83266fb8cbc56b9af279e50f82e6cde38"
533
+ },
534
+ "seconds": 11.7,
535
+ "core_reused_from": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/recoveries/disease_width_comparison_20261015/ji2025_chili/draw4/score"
536
+ }
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/ji2025_chili/disease/draw4/lora/scoring_support.json ADDED
@@ -0,0 +1,73 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "schema": "pbisc.paper.strict-score-binding.v1",
3
+ "support_sha256": "f2d01b9433a50d6169032b65106820dbc52a98c5d2341e1cb66192c345df10ec",
4
+ "cohort": "ji2025_chili",
5
+ "unit": "draw4_n5",
6
+ "test_sample_ids": [
7
+ "N032_AC",
8
+ "N038_BC",
9
+ "N038_AC",
10
+ "N055_AC",
11
+ "N136_TOL",
12
+ "N136_FU1",
13
+ "N138_TOL",
14
+ "N138_FU1",
15
+ "N128_BC",
16
+ "N128_AC",
17
+ "N147_TOL",
18
+ "N150_BC",
19
+ "N159_BC",
20
+ "N001_TOL",
21
+ "N001_FU1",
22
+ "N012_TOL",
23
+ "N012_FU1",
24
+ "N018_BC",
25
+ "N018_AC",
26
+ "N022_TOL",
27
+ "N022_FU1",
28
+ "N035_TOL",
29
+ "N043_TOL",
30
+ "N043_FU1"
31
+ ],
32
+ "test_donor_ids": [
33
+ "N032",
34
+ "N038",
35
+ "N038",
36
+ "N055",
37
+ "N136",
38
+ "N136",
39
+ "N138",
40
+ "N138",
41
+ "N128",
42
+ "N128",
43
+ "N147",
44
+ "N150",
45
+ "N159",
46
+ "N001",
47
+ "N001",
48
+ "N012",
49
+ "N012",
50
+ "N018",
51
+ "N018",
52
+ "N022",
53
+ "N022",
54
+ "N035",
55
+ "N043",
56
+ "N043"
57
+ ],
58
+ "arm_bindings": {
59
+ "lora": {
60
+ "arm": "lora",
61
+ "npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw4/lora.npz",
62
+ "npz_sha256": "371f1d2814991411c3f58dd08ef19d9b2f48303ed32ca2c0ec7b12239cf1f567",
63
+ "receipt": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw4/lora.log",
64
+ "receipt_sha256": "d9287c078172245709f7865a546e6a0225bc6d949faaca2e2c2f18330f3b7dda",
65
+ "source_binding": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/runs/ji2025_chili/disease/draw4/lora/RUN.json",
66
+ "source_binding_sha256": "dfb7b6645233d7836c90a710e1f33f12f67d609b0dca2007a99cacb322780e0e",
67
+ "condition_npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw4/test_raw.npz",
68
+ "condition_sha256": "cc4771e4a9c4ec2ada5be09852a568ab87c74b950e63a012ef3159f6a27a9bc5",
69
+ "checkpoint_sha256": "b3c0902776d357be1dad36ee6b92aab47f04f9a7d8587ad76ebf8a75a2e9304d",
70
+ "support_sha256": "f2d01b9433a50d6169032b65106820dbc52a98c5d2341e1cb66192c345df10ec"
71
+ }
72
+ }
73
+ }