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Archive 4 checkpoints (1-4)

Browse files
paper-releases/pbisc-diffusion/updates/20261003T174003Z-scsemi-readout-sensitivity/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/data/liu2021/fold0/alpha.npy ADDED
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+ size 160904
paper-releases/pbisc-diffusion/updates/20261003T174003Z-scsemi-readout-sensitivity/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/data/liu2021/fold1/alpha.npy ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 160904
paper-releases/pbisc-diffusion/updates/20261003T174003Z-scsemi-readout-sensitivity/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scsemi/logs/output_variants_20261003T233356.log ADDED
@@ -0,0 +1,98 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2026-10-03T23:33:56 queue /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/queues/output_variants_20261003.txt
2
+ 2026-10-03T23:33:56 ji2025_chili/draw0: scored already; skipped
3
+ 2026-10-03T23:33:56 ji2025_chili/draw1: resample (nt, rt)
4
+ Running as unit: scsemi-rs-ji2-fs1-20261003T233356.service; invocation ID: 6a8b5846bc6b4cf68cef438bc6cee913
5
+ unit=scsemi-rs-ji2-fs1-20261003T233356 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-ji2-fs1_20261003T233356.log
6
+ unit scsemi-rs-ji2-fs1-20261003T233356 finished rc=0
7
+ Running as unit: scsemi-exnt-ji2-fs1-20261003T233459.service; invocation ID: 573d8ff93eb84ea3bd2cd9da9af0d35d
8
+ unit=scsemi-exnt-ji2-fs1-20261003T233459 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-ji2-fs1_20261003T233459.log
9
+ unit scsemi-exnt-ji2-fs1-20261003T233459 finished rc=0
10
+ Running as unit: scsemi-vant-ji2-fs1-20261003T233532.service; invocation ID: 1c8557a07290430a8c61660c139216fe
11
+ unit=scsemi-vant-ji2-fs1-20261003T233532 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-ji2-fs1_20261003T233532.log
12
+ unit scsemi-vant-ji2-fs1-20261003T233532 finished rc=0
13
+ Running as unit: scsemi-exrt-ji2-fs1-20261003T233545.service; invocation ID: 8934f6121f97429fbded15b709d5e78a
14
+ unit=scsemi-exrt-ji2-fs1-20261003T233545 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-ji2-fs1_20261003T233545.log
15
+ unit scsemi-exrt-ji2-fs1-20261003T233545 finished rc=0
16
+ Running as unit: scsemi-vart-ji2-fs1-20261003T233558.service; invocation ID: 4cc53578035d4f24b752540bc8c60104
17
+ unit=scsemi-vart-ji2-fs1-20261003T233558 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-ji2-fs1_20261003T233558.log
18
+ unit scsemi-vart-ji2-fs1-20261003T233558 finished rc=0
19
+ 2026-10-03T23:36:11 ji2025_chili/draw1: nt shards removed after validation (sha in receipts)
20
+ 2026-10-03T23:36:11 ji2025_chili/draw1: exported + validated: nt 26 targets, max diff 6.1e-05; rt 26 targets, max diff 6.1e-05;
21
+ 2026-10-03T23:36:11 ji2025_chili/draw1: scoring scsemi5nt
22
+ 2026-10-03T23:36:25 ji2025_chili/draw1: scoring scsemi5rt
23
+ 2026-10-03T23:36:35 ji2025_chili/draw1: scored: scsemi5 {'comp_l1': 0.555, 'coverage': 0.162, 'precision': 0.922, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.144, 'deg_top50_sum': 0}; scsemi5nt {'comp_l1': 0.527, 'coverage': 0.564, 'precision': 0.972, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.122, 'deg_top50_sum': 0}; scsemi5rt {'comp_l1': 0.556, 'coverage': 0.162, 'precision': 0.921, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.148, 'deg_top50_sum': 0};
24
+ 2026-10-03T23:36:40 ji2025_chili/draw1: nt NPZ moved to spark-0110
25
+ 2026-10-03T23:36:40 ji2025_chili/draw2: resample (nt, rt)
26
+ Running as unit: scsemi-rs-ji2-fs2-20261003T233640.service; invocation ID: 34adc610d4f14b459dead4ad215c65f7
27
+ unit=scsemi-rs-ji2-fs2-20261003T233640 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-ji2-fs2_20261003T233640.log
28
+ unit scsemi-rs-ji2-fs2-20261003T233640 finished rc=0
29
+ Running as unit: scsemi-exnt-ji2-fs2-20261003T233753.service; invocation ID: 8c49b72bc40848728f47c33edf601fa5
30
+ unit=scsemi-exnt-ji2-fs2-20261003T233753 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-ji2-fs2_20261003T233753.log
31
+ unit scsemi-exnt-ji2-fs2-20261003T233753 finished rc=0
32
+ Running as unit: scsemi-vant-ji2-fs2-20261003T233826.service; invocation ID: 3b1ae5bd96934304ae9f343b66367acb
33
+ unit=scsemi-vant-ji2-fs2-20261003T233826 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-ji2-fs2_20261003T233826.log
34
+ unit scsemi-vant-ji2-fs2-20261003T233826 finished rc=0
35
+ Running as unit: scsemi-exrt-ji2-fs2-20261003T233839.service; invocation ID: 0afa8ea372324a6f87fc5d69d39c1149
36
+ unit=scsemi-exrt-ji2-fs2-20261003T233839 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-ji2-fs2_20261003T233839.log
37
+ unit scsemi-exrt-ji2-fs2-20261003T233839 finished rc=0
38
+ Running as unit: scsemi-vart-ji2-fs2-20261003T233852.service; invocation ID: 35e99f2b8052466a9e42de66b8801618
39
+ unit=scsemi-vart-ji2-fs2-20261003T233852 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-ji2-fs2_20261003T233852.log
40
+ unit scsemi-vart-ji2-fs2-20261003T233852 finished rc=0
41
+ 2026-10-03T23:39:05 ji2025_chili/draw2: nt shards removed after validation (sha in receipts)
42
+ 2026-10-03T23:39:05 ji2025_chili/draw2: exported + validated: nt 26 targets, max diff 3.1e-05; rt 26 targets, max diff 3e-05;
43
+ 2026-10-03T23:39:05 ji2025_chili/draw2: scoring scsemi5nt
44
+ 2026-10-03T23:39:19 ji2025_chili/draw2: scoring scsemi5rt
45
+ 2026-10-03T23:39:29 ji2025_chili/draw2: scored: scsemi5 {'comp_l1': 0.615, 'coverage': 0.111, 'precision': 0.829, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.069, 'deg_top50_sum': 0}; scsemi5nt {'comp_l1': 0.614, 'coverage': 0.412, 'precision': 0.918, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.095, 'deg_top50_sum': 0}; scsemi5rt {'comp_l1': 0.615, 'coverage': 0.109, 'precision': 0.831, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.068, 'deg_top50_sum': 0};
46
+ 2026-10-03T23:39:34 ji2025_chili/draw2: nt NPZ moved to spark-0110
47
+ 2026-10-03T23:39:34 ji2025_chili/draw3: resample (nt, rt)
48
+ Running as unit: scsemi-rs-ji2-fs3-20261003T233934.service; invocation ID: 078e5e33abc9441abfd558800e3ff0bb
49
+ unit=scsemi-rs-ji2-fs3-20261003T233934 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-ji2-fs3_20261003T233934.log
50
+ unit scsemi-rs-ji2-fs3-20261003T233934 finished rc=0
51
+ Running as unit: scsemi-exnt-ji2-fs3-20261003T234047.service; invocation ID: 7ebee9c290174139b93a4bc0a960e62d
52
+ unit=scsemi-exnt-ji2-fs3-20261003T234047 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-ji2-fs3_20261003T234047.log
53
+ unit scsemi-exnt-ji2-fs3-20261003T234047 finished rc=0
54
+ Running as unit: scsemi-vant-ji2-fs3-20261003T234120.service; invocation ID: 83913b4934c5427682483ec0ec21a80d
55
+ unit=scsemi-vant-ji2-fs3-20261003T234120 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-ji2-fs3_20261003T234120.log
56
+ unit scsemi-vant-ji2-fs3-20261003T234120 finished rc=0
57
+ Running as unit: scsemi-exrt-ji2-fs3-20261003T234133.service; invocation ID: f2e42548dd644ee8bde5408ea843a850
58
+ unit=scsemi-exrt-ji2-fs3-20261003T234133 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-ji2-fs3_20261003T234133.log
59
+ unit scsemi-exrt-ji2-fs3-20261003T234133 finished rc=0
60
+ Running as unit: scsemi-vart-ji2-fs3-20261003T234147.service; invocation ID: 488ccb120a95452fb9f25780ed362643
61
+ unit=scsemi-vart-ji2-fs3-20261003T234147 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-ji2-fs3_20261003T234147.log
62
+ unit scsemi-vart-ji2-fs3-20261003T234147 finished rc=0
63
+ 2026-10-03T23:42:00 ji2025_chili/draw3: nt shards removed after validation (sha in receipts)
64
+ 2026-10-03T23:42:00 ji2025_chili/draw3: exported + validated: nt 25 targets, max diff 6.1e-05; rt 25 targets, max diff 6e-05;
65
+ 2026-10-03T23:42:00 ji2025_chili/draw3: scoring scsemi5nt
66
+ 2026-10-03T23:42:13 ji2025_chili/draw3: scoring scsemi5rt
67
+ 2026-10-03T23:42:23 ji2025_chili/draw3: scored: scsemi5 {'comp_l1': 0.553, 'coverage': 0.144, 'precision': 0.79, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.133, 'deg_top50_sum': 0}; scsemi5nt {'comp_l1': 0.53, 'coverage': 0.487, 'precision': 0.898, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.252, 'deg_top50_sum': 0}; scsemi5rt {'comp_l1': 0.555, 'coverage': 0.141, 'precision': 0.789, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.139, 'deg_top50_sum': 0};
68
+ 2026-10-03T23:42:28 ji2025_chili/draw3: nt NPZ moved to spark-0110
69
+ 2026-10-03T23:42:28 ji2025_chili/draw4: resample (nt, rt)
70
+ Running as unit: scsemi-rs-ji2-fs4-20261003T234228.service; invocation ID: 3b50e521bb264244a50f743f815b2e3a
71
+ unit=scsemi-rs-ji2-fs4-20261003T234228 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-ji2-fs4_20261003T234228.log
72
+ unit scsemi-rs-ji2-fs4-20261003T234228 finished rc=0
73
+ Running as unit: scsemi-exnt-ji2-fs4-20261003T234341.service; invocation ID: b8967d22d7fd415ba9292916686fdf1c
74
+ unit=scsemi-exnt-ji2-fs4-20261003T234341 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-ji2-fs4_20261003T234341.log
75
+ unit scsemi-exnt-ji2-fs4-20261003T234341 finished rc=0
76
+ Running as unit: scsemi-vant-ji2-fs4-20261003T234414.service; invocation ID: 0118008a65d74bc9ba7f5f43b9a3edd5
77
+ unit=scsemi-vant-ji2-fs4-20261003T234414 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-ji2-fs4_20261003T234414.log
78
+ unit scsemi-vant-ji2-fs4-20261003T234414 finished rc=0
79
+ Running as unit: scsemi-exrt-ji2-fs4-20261003T234427.service; invocation ID: a0c5a99ab6af475b8945a7f2f0425c88
80
+ unit=scsemi-exrt-ji2-fs4-20261003T234427 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-ji2-fs4_20261003T234427.log
81
+ unit scsemi-exrt-ji2-fs4-20261003T234427 finished rc=0
82
+ Running as unit: scsemi-vart-ji2-fs4-20261003T234440.service; invocation ID: 18386a899f044e779632a7bd27ba54d5
83
+ unit=scsemi-vart-ji2-fs4-20261003T234440 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-ji2-fs4_20261003T234440.log
84
+ unit scsemi-vart-ji2-fs4-20261003T234440 finished rc=0
85
+ 2026-10-03T23:44:54 ji2025_chili/draw4: nt shards removed after validation (sha in receipts)
86
+ 2026-10-03T23:44:54 ji2025_chili/draw4: exported + validated: nt 24 targets, max diff 1.5e-05; rt 24 targets, max diff 2.9e-05;
87
+ 2026-10-03T23:44:54 ji2025_chili/draw4: scoring scsemi5nt
88
+ 2026-10-03T23:45:07 ji2025_chili/draw4: scoring scsemi5rt
89
+ 2026-10-03T23:45:17 ji2025_chili/draw4: scored: scsemi5 {'comp_l1': 0.664, 'coverage': 0.158, 'precision': 0.862, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.08, 'deg_top50_sum': 0}; scsemi5nt {'comp_l1': 0.642, 'coverage': 0.584, 'precision': 0.929, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.068, 'deg_top50_sum': 0}; scsemi5rt {'comp_l1': 0.663, 'coverage': 0.159, 'precision': 0.868, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.075, 'deg_top50_sum': 0};
90
+ 2026-10-03T23:45:22 ji2025_chili/draw4: nt NPZ moved to spark-0110
91
+ 2026-10-03T23:45:22 giroux2022/draw0: resample (nt, rt)
92
+ Running as unit: scsemi-rs-gir-fs0-20261003T234522.service; invocation ID: 3e85e019b9f94e0ba7bfcaf5a53a4b21
93
+ unit=scsemi-rs-gir-fs0-20261003T234522 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-gir-fs0_20261003T234522.log
94
+ unit scsemi-rs-gir-fs0-20261003T234522 finished rc=255
95
+ 2026-10-03T23:47:15 WARN: giroux2022/draw0: resample failed
96
+ 2026-10-03T23:47:15 giroux2022/draw1: resample (nt, rt)
97
+ Running as unit: scsemi-rs-gir-fs1-20261003T234715.service; invocation ID: 0117fd3c88774fb5977d63a305b6f11c
98
+ unit=scsemi-rs-gir-fs1-20261003T234715 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-gir-fs1_20261003T234715.log
paper-releases/pbisc-diffusion/updates/20261003T174003Z-scsemi-readout-sensitivity/diffusion/dataset/server_1/model8/plans/paired_finetune_intradataset_20260927/scsemi/logs/output_variants_20261003T235450.log ADDED
@@ -0,0 +1,518 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2026-10-03T23:54:50 queue /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/queues/output_variants_20261003.txt
2
+ 2026-10-03T23:54:50 ji2025_chili/draw0: scored already; skipped
3
+ 2026-10-03T23:54:50 ji2025_chili/draw1: scored already; skipped
4
+ 2026-10-03T23:54:50 ji2025_chili/draw2: scored already; skipped
5
+ 2026-10-03T23:54:50 ji2025_chili/draw3: scored already; skipped
6
+ 2026-10-03T23:54:50 ji2025_chili/draw4: scored already; skipped
7
+ 2026-10-03T23:54:50 giroux2022/draw0: resample (nt, rt)
8
+ Running as unit: scsemi-rs-gir-fs0-20261003T235450.service; invocation ID: fbc2221788e6473ea1aca4bcf6d5a5d2
9
+ unit=scsemi-rs-gir-fs0-20261003T235450 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-gir-fs0_20261003T235450.log
10
+ unit scsemi-rs-gir-fs0-20261003T235450 finished rc=0
11
+ Running as unit: scsemi-exnt-gir-fs0-20261003T235503.service; invocation ID: 72d61aead6014fdeb146f189b40d7b3d
12
+ unit=scsemi-exnt-gir-fs0-20261003T235503 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-gir-fs0_20261003T235503.log
13
+ unit scsemi-exnt-gir-fs0-20261003T235503 finished rc=0
14
+ Running as unit: scsemi-vant-gir-fs0-20261003T235516.service; invocation ID: cf56457546654bac9e112bfbff334c43
15
+ unit=scsemi-vant-gir-fs0-20261003T235516 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-gir-fs0_20261003T235516.log
16
+ unit scsemi-vant-gir-fs0-20261003T235516 finished rc=0
17
+ Running as unit: scsemi-exrt-gir-fs0-20261003T235529.service; invocation ID: 712d6bb5c1bd460eaca2dafdd279c310
18
+ unit=scsemi-exrt-gir-fs0-20261003T235529 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-gir-fs0_20261003T235529.log
19
+ unit scsemi-exrt-gir-fs0-20261003T235529 finished rc=0
20
+ Running as unit: scsemi-vart-gir-fs0-20261003T235542.service; invocation ID: 46f7117750664f01988ac5ae53812a78
21
+ unit=scsemi-vart-gir-fs0-20261003T235542 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-gir-fs0_20261003T235542.log
22
+ unit scsemi-vart-gir-fs0-20261003T235542 finished rc=0
23
+ 2026-10-03T23:55:45 giroux2022/draw0: nt shards removed after validation (sha in receipts)
24
+ 2026-10-03T23:55:45 giroux2022/draw0: exported + validated: nt 11 targets, max diff 1.1e-05; rt 11 targets, max diff 1e-05;
25
+ 2026-10-03T23:55:45 giroux2022/draw0: scoring scsemi5nt
26
+ 2026-10-03T23:55:53 giroux2022/draw0: no-sex rescore scsemi5nt
27
+ bash /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/run_unit.sh scores_nosex-giroux2022-fewshot_n5-draw0_scsemi5nt 6 /home/sj_server_1/miniforge3/envs/cxg_corpus/bin/python /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py --dataset giroux2022 --threads 6 --donors /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw0/test_samples.txt --case-groups severe --control-groups mild --arm scsemi5nt=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/giroux2022/fewshot_n5/draw0/scsemi5nt__raw.npz --out /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/fewshot_n5/draw0_scsemi5nt --exclude-genes /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/sex_linked_genes/sex_linked_genes_exclude.csv --reuse-labels /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw0_scsemi5nt
28
+ Running as unit: ftscore-scores_nosex-giroux2022-fewshot_n5-draw0_scsemi5nt-20261003T235553.service; invocation ID: 6c1fec82de2f4934963293439336c1c4
29
+ unit=ftscore-scores_nosex-giroux2022-fewshot_n5-draw0_scsemi5nt-20261003T235553 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/logs/scores_nosex-giroux2022-fewshot_n5-draw0_scsemi5nt_20261003T235553.log
30
+ unit ftscore-scores_nosex-giroux2022-fewshot_n5-draw0_scsemi5nt-20261003T235553 finished rc=0
31
+ 2026-10-03T23:56:06 giroux2022/draw0: scoring scsemi5rt
32
+ 2026-10-03T23:56:13 giroux2022/draw0: no-sex rescore scsemi5rt
33
+ bash /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/run_unit.sh scores_nosex-giroux2022-fewshot_n5-draw0_scsemi5rt 6 /home/sj_server_1/miniforge3/envs/cxg_corpus/bin/python /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py --dataset giroux2022 --threads 6 --donors /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw0/test_samples.txt --case-groups severe --control-groups mild --arm scsemi5rt=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/giroux2022/fewshot_n5/draw0/scsemi5rt__raw.npz --out /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/fewshot_n5/draw0_scsemi5rt --exclude-genes /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/sex_linked_genes/sex_linked_genes_exclude.csv --reuse-labels /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw0_scsemi5rt
34
+ Running as unit: ftscore-scores_nosex-giroux2022-fewshot_n5-draw0_scsemi5rt-20261003T235613.service; invocation ID: 65773287240747a298fc62f6552e58be
35
+ unit=ftscore-scores_nosex-giroux2022-fewshot_n5-draw0_scsemi5rt-20261003T235613 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/logs/scores_nosex-giroux2022-fewshot_n5-draw0_scsemi5rt_20261003T235613.log
36
+ unit ftscore-scores_nosex-giroux2022-fewshot_n5-draw0_scsemi5rt-20261003T235613 finished rc=0
37
+ 2026-10-03T23:56:16 giroux2022/draw0: scored: scsemi5 {'comp_l1': 0.244, 'coverage': 0.613, 'precision': 0.996, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.239, 'deg_top50_sum': 1}; scsemi5nt {'comp_l1': 0.242, 'coverage': 0.825, 'precision': 1.0, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.305, 'deg_top50_sum': 0}; scsemi5rt {'comp_l1': 0.246, 'coverage': 0.603, 'precision': 0.995, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.242, 'deg_top50_sum': 2};
38
+ 2026-10-03T23:56:19 giroux2022/draw0: nt NPZ moved to spark-0110
39
+ 2026-10-03T23:56:19 giroux2022/draw1: resample (nt, rt)
40
+ Running as unit: scsemi-rs-gir-fs1-20261003T235619.service; invocation ID: 681659009567465aac81cdb21da5bebb
41
+ unit=scsemi-rs-gir-fs1-20261003T235619 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-gir-fs1_20261003T235619.log
42
+ unit scsemi-rs-gir-fs1-20261003T235619 finished rc=0
43
+ Running as unit: scsemi-exnt-gir-fs1-20261003T235842.service; invocation ID: 19189bddca0e49afb1be3056331db26e
44
+ unit=scsemi-exnt-gir-fs1-20261003T235842 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-gir-fs1_20261003T235842.log
45
+ unit scsemi-exnt-gir-fs1-20261003T235842 finished rc=0
46
+ Running as unit: scsemi-vant-gir-fs1-20261003T235855.service; invocation ID: 84046d63e4814efb8f8d602fb3056aa3
47
+ unit=scsemi-vant-gir-fs1-20261003T235855 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-gir-fs1_20261003T235855.log
48
+ unit scsemi-vant-gir-fs1-20261003T235855 finished rc=0
49
+ Running as unit: scsemi-exrt-gir-fs1-20261003T235908.service; invocation ID: 442660f1995c4517b56cdca66dc16a04
50
+ unit=scsemi-exrt-gir-fs1-20261003T235908 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-gir-fs1_20261003T235908.log
51
+ unit scsemi-exrt-gir-fs1-20261003T235908 finished rc=0
52
+ Running as unit: scsemi-vart-gir-fs1-20261003T235912.service; invocation ID: da7f6a64442645bfbdf25009dee54d71
53
+ unit=scsemi-vart-gir-fs1-20261003T235912 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-gir-fs1_20261003T235912.log
54
+ unit scsemi-vart-gir-fs1-20261003T235912 finished rc=0
55
+ 2026-10-03T23:59:15 giroux2022/draw1: nt shards removed after validation (sha in receipts)
56
+ 2026-10-03T23:59:15 giroux2022/draw1: exported + validated: nt 10 targets, max diff 1.4e-05; rt 10 targets, max diff 1.5e-05;
57
+ 2026-10-03T23:59:15 giroux2022/draw1: scoring scsemi5nt
58
+ 2026-10-03T23:59:22 giroux2022/draw1: no-sex rescore scsemi5nt
59
+ bash /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/run_unit.sh scores_nosex-giroux2022-fewshot_n5-draw1_scsemi5nt 6 /home/sj_server_1/miniforge3/envs/cxg_corpus/bin/python /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py --dataset giroux2022 --threads 6 --donors /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw1/test_samples.txt --case-groups severe --control-groups mild --arm scsemi5nt=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/giroux2022/fewshot_n5/draw1/scsemi5nt__raw.npz --out /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/fewshot_n5/draw1_scsemi5nt --exclude-genes /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/sex_linked_genes/sex_linked_genes_exclude.csv --reuse-labels /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw1_scsemi5nt
60
+ Running as unit: ftscore-scores_nosex-giroux2022-fewshot_n5-draw1_scsemi5nt-20261003T235922.service; invocation ID: ddc8d393ffc44f2b88b3305bc68fbccd
61
+ unit=ftscore-scores_nosex-giroux2022-fewshot_n5-draw1_scsemi5nt-20261003T235922 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/logs/scores_nosex-giroux2022-fewshot_n5-draw1_scsemi5nt_20261003T235922.log
62
+ unit ftscore-scores_nosex-giroux2022-fewshot_n5-draw1_scsemi5nt-20261003T235922 finished rc=0
63
+ 2026-10-03T23:59:35 giroux2022/draw1: scoring scsemi5rt
64
+ 2026-10-03T23:59:42 giroux2022/draw1: no-sex rescore scsemi5rt
65
+ bash /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/run_unit.sh scores_nosex-giroux2022-fewshot_n5-draw1_scsemi5rt 6 /home/sj_server_1/miniforge3/envs/cxg_corpus/bin/python /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py --dataset giroux2022 --threads 6 --donors /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw1/test_samples.txt --case-groups severe --control-groups mild --arm scsemi5rt=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/giroux2022/fewshot_n5/draw1/scsemi5rt__raw.npz --out /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/fewshot_n5/draw1_scsemi5rt --exclude-genes /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/sex_linked_genes/sex_linked_genes_exclude.csv --reuse-labels /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw1_scsemi5rt
66
+ Running as unit: ftscore-scores_nosex-giroux2022-fewshot_n5-draw1_scsemi5rt-20261003T235942.service; invocation ID: c749e8f2daf3489c97e65453d25b3115
67
+ unit=ftscore-scores_nosex-giroux2022-fewshot_n5-draw1_scsemi5rt-20261003T235942 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/logs/scores_nosex-giroux2022-fewshot_n5-draw1_scsemi5rt_20261003T235942.log
68
+ unit ftscore-scores_nosex-giroux2022-fewshot_n5-draw1_scsemi5rt-20261003T235942 finished rc=0
69
+ 2026-10-03T23:59:45 giroux2022/draw1: scored: scsemi5 {'comp_l1': 0.274, 'coverage': 0.582, 'precision': 0.988, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.245, 'deg_top50_sum': 0}; scsemi5nt {'comp_l1': 0.294, 'coverage': 0.821, 'precision': 0.999, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.304, 'deg_top50_sum': 0}; scsemi5rt {'comp_l1': 0.271, 'coverage': 0.573, 'precision': 0.993, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.247, 'deg_top50_sum': 0};
70
+ 2026-10-03T23:59:48 giroux2022/draw1: nt NPZ moved to spark-0110
71
+ 2026-10-03T23:59:48 giroux2022/draw2: resample (nt, rt)
72
+ Running as unit: scsemi-rs-gir-fs2-20261003T235948.service; invocation ID: 4c99c77be91447069c6736e883d80386
73
+ unit=scsemi-rs-gir-fs2-20261003T235948 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-gir-fs2_20261003T235948.log
74
+ unit scsemi-rs-gir-fs2-20261003T235948 finished rc=0
75
+ Running as unit: scsemi-exnt-gir-fs2-20261004T000211.service; invocation ID: 191f003b66244fdc96709d5ef616811a
76
+ unit=scsemi-exnt-gir-fs2-20261004T000211 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-gir-fs2_20261004T000211.log
77
+ unit scsemi-exnt-gir-fs2-20261004T000211 finished rc=0
78
+ Running as unit: scsemi-vant-gir-fs2-20261004T000224.service; invocation ID: fbad9d111e3f44ff9f4e704950e3c104
79
+ unit=scsemi-vant-gir-fs2-20261004T000224 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-gir-fs2_20261004T000224.log
80
+ unit scsemi-vant-gir-fs2-20261004T000224 finished rc=0
81
+ Running as unit: scsemi-exrt-gir-fs2-20261004T000237.service; invocation ID: e5bbce3c83e146a68d7ac1958964245b
82
+ unit=scsemi-exrt-gir-fs2-20261004T000237 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-gir-fs2_20261004T000237.log
83
+ unit scsemi-exrt-gir-fs2-20261004T000237 finished rc=0
84
+ Running as unit: scsemi-vart-gir-fs2-20261004T000250.service; invocation ID: 5fe9445dd0e44869a3ac6aac1d7feb8c
85
+ unit=scsemi-vart-gir-fs2-20261004T000250 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-gir-fs2_20261004T000250.log
86
+ unit scsemi-vart-gir-fs2-20261004T000250 finished rc=0
87
+ 2026-10-04T00:02:53 giroux2022/draw2: nt shards removed after validation (sha in receipts)
88
+ 2026-10-04T00:02:53 giroux2022/draw2: exported + validated: nt 12 targets, max diff 7.5e-06; rt 12 targets, max diff 7.8e-06;
89
+ 2026-10-04T00:02:53 giroux2022/draw2: scoring scsemi5nt
90
+ 2026-10-04T00:03:02 giroux2022/draw2: no-sex rescore scsemi5nt
91
+ bash /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/run_unit.sh scores_nosex-giroux2022-fewshot_n5-draw2_scsemi5nt 6 /home/sj_server_1/miniforge3/envs/cxg_corpus/bin/python /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py --dataset giroux2022 --threads 6 --donors /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw2/test_samples.txt --case-groups severe --control-groups mild --arm scsemi5nt=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/giroux2022/fewshot_n5/draw2/scsemi5nt__raw.npz --out /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/fewshot_n5/draw2_scsemi5nt --exclude-genes /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/sex_linked_genes/sex_linked_genes_exclude.csv --reuse-labels /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw2_scsemi5nt
92
+ Running as unit: ftscore-scores_nosex-giroux2022-fewshot_n5-draw2_scsemi5nt-20261004T000302.service; invocation ID: 98489259fb8745f2a4c0fb23e6d84688
93
+ unit=ftscore-scores_nosex-giroux2022-fewshot_n5-draw2_scsemi5nt-20261004T000302 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/logs/scores_nosex-giroux2022-fewshot_n5-draw2_scsemi5nt_20261004T000302.log
94
+ unit ftscore-scores_nosex-giroux2022-fewshot_n5-draw2_scsemi5nt-20261004T000302 finished rc=0
95
+ 2026-10-04T00:03:15 giroux2022/draw2: scoring scsemi5rt
96
+ 2026-10-04T00:03:22 giroux2022/draw2: no-sex rescore scsemi5rt
97
+ bash /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/run_unit.sh scores_nosex-giroux2022-fewshot_n5-draw2_scsemi5rt 6 /home/sj_server_1/miniforge3/envs/cxg_corpus/bin/python /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py --dataset giroux2022 --threads 6 --donors /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw2/test_samples.txt --case-groups severe --control-groups mild --arm scsemi5rt=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/giroux2022/fewshot_n5/draw2/scsemi5rt__raw.npz --out /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/fewshot_n5/draw2_scsemi5rt --exclude-genes /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/sex_linked_genes/sex_linked_genes_exclude.csv --reuse-labels /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw2_scsemi5rt
98
+ Running as unit: ftscore-scores_nosex-giroux2022-fewshot_n5-draw2_scsemi5rt-20261004T000322.service; invocation ID: 91c9e42ece0647c594186d09ae85de1a
99
+ unit=ftscore-scores_nosex-giroux2022-fewshot_n5-draw2_scsemi5rt-20261004T000322 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/logs/scores_nosex-giroux2022-fewshot_n5-draw2_scsemi5rt_20261004T000322.log
100
+ unit ftscore-scores_nosex-giroux2022-fewshot_n5-draw2_scsemi5rt-20261004T000322 finished rc=0
101
+ 2026-10-04T00:03:35 giroux2022/draw2: scored: scsemi5 {'comp_l1': 0.204, 'coverage': 0.579, 'precision': 0.993, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.244, 'deg_top50_sum': 2}; scsemi5nt {'comp_l1': 0.192, 'coverage': 0.836, 'precision': 0.999, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.304, 'deg_top50_sum': 0}; scsemi5rt {'comp_l1': 0.202, 'coverage': 0.583, 'precision': 0.995, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.254, 'deg_top50_sum': 3};
102
+ 2026-10-04T00:03:38 giroux2022/draw2: nt NPZ moved to spark-0110
103
+ 2026-10-04T00:03:38 giroux2022/draw3: resample (nt, rt)
104
+ Running as unit: scsemi-rs-gir-fs3-20261004T000338.service; invocation ID: b801b41cc2d346e0b122f076b6e0652b
105
+ unit=scsemi-rs-gir-fs3-20261004T000338 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-gir-fs3_20261004T000338.log
106
+ unit scsemi-rs-gir-fs3-20261004T000338 finished rc=0
107
+ Running as unit: scsemi-exnt-gir-fs3-20261004T000541.service; invocation ID: e5ded7eb1218450f87cdfd5cc98652e0
108
+ unit=scsemi-exnt-gir-fs3-20261004T000541 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-gir-fs3_20261004T000541.log
109
+ unit scsemi-exnt-gir-fs3-20261004T000541 finished rc=0
110
+ Running as unit: scsemi-vant-gir-fs3-20261004T000555.service; invocation ID: da60187466f04d0ca9fc2800482c4769
111
+ unit=scsemi-vant-gir-fs3-20261004T000555 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-gir-fs3_20261004T000555.log
112
+ unit scsemi-vant-gir-fs3-20261004T000555 finished rc=0
113
+ Running as unit: scsemi-exrt-gir-fs3-20261004T000608.service; invocation ID: cfd344a8f86047aaa93aa44eba11843b
114
+ unit=scsemi-exrt-gir-fs3-20261004T000608 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-gir-fs3_20261004T000608.log
115
+ unit scsemi-exrt-gir-fs3-20261004T000608 finished rc=0
116
+ Running as unit: scsemi-vart-gir-fs3-20261004T000611.service; invocation ID: f2df859fc97b4293af414fe74743309f
117
+ unit=scsemi-vart-gir-fs3-20261004T000611 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-gir-fs3_20261004T000611.log
118
+ unit scsemi-vart-gir-fs3-20261004T000611 finished rc=0
119
+ 2026-10-04T00:06:14 giroux2022/draw3: nt shards removed after validation (sha in receipts)
120
+ 2026-10-04T00:06:14 giroux2022/draw3: exported + validated: nt 11 targets, max diff 1.5e-05; rt 11 targets, max diff 7.6e-06;
121
+ 2026-10-04T00:06:14 giroux2022/draw3: scoring scsemi5nt
122
+ 2026-10-04T00:06:22 giroux2022/draw3: no-sex rescore scsemi5nt
123
+ bash /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/run_unit.sh scores_nosex-giroux2022-fewshot_n5-draw3_scsemi5nt 6 /home/sj_server_1/miniforge3/envs/cxg_corpus/bin/python /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py --dataset giroux2022 --threads 6 --donors /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw3/test_samples.txt --case-groups severe --control-groups mild --arm scsemi5nt=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/giroux2022/fewshot_n5/draw3/scsemi5nt__raw.npz --out /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/fewshot_n5/draw3_scsemi5nt --exclude-genes /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/sex_linked_genes/sex_linked_genes_exclude.csv --reuse-labels /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw3_scsemi5nt
124
+ Running as unit: ftscore-scores_nosex-giroux2022-fewshot_n5-draw3_scsemi5nt-20261004T000622.service; invocation ID: b068e2bba8e84fa7b84c265fd81dd055
125
+ unit=ftscore-scores_nosex-giroux2022-fewshot_n5-draw3_scsemi5nt-20261004T000622 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/logs/scores_nosex-giroux2022-fewshot_n5-draw3_scsemi5nt_20261004T000622.log
126
+ unit ftscore-scores_nosex-giroux2022-fewshot_n5-draw3_scsemi5nt-20261004T000622 finished rc=0
127
+ 2026-10-04T00:06:35 giroux2022/draw3: scoring scsemi5rt
128
+ 2026-10-04T00:06:42 giroux2022/draw3: no-sex rescore scsemi5rt
129
+ bash /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/run_unit.sh scores_nosex-giroux2022-fewshot_n5-draw3_scsemi5rt 6 /home/sj_server_1/miniforge3/envs/cxg_corpus/bin/python /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py --dataset giroux2022 --threads 6 --donors /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw3/test_samples.txt --case-groups severe --control-groups mild --arm scsemi5rt=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/giroux2022/fewshot_n5/draw3/scsemi5rt__raw.npz --out /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/fewshot_n5/draw3_scsemi5rt --exclude-genes /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/sex_linked_genes/sex_linked_genes_exclude.csv --reuse-labels /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw3_scsemi5rt
130
+ Running as unit: ftscore-scores_nosex-giroux2022-fewshot_n5-draw3_scsemi5rt-20261004T000642.service; invocation ID: 971ca5e2e1944d95986d6a29339b0525
131
+ unit=ftscore-scores_nosex-giroux2022-fewshot_n5-draw3_scsemi5rt-20261004T000642 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/logs/scores_nosex-giroux2022-fewshot_n5-draw3_scsemi5rt_20261004T000642.log
132
+ unit ftscore-scores_nosex-giroux2022-fewshot_n5-draw3_scsemi5rt-20261004T000642 finished rc=0
133
+ 2026-10-04T00:06:55 giroux2022/draw3: scored: scsemi5 {'comp_l1': 0.269, 'coverage': 0.629, 'precision': 0.989, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.259, 'deg_top50_sum': 3}; scsemi5nt {'comp_l1': 0.276, 'coverage': 0.868, 'precision': 0.994, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.304, 'deg_top50_sum': 0}; scsemi5rt {'comp_l1': 0.271, 'coverage': 0.633, 'precision': 0.988, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.258, 'deg_top50_sum': 2};
134
+ 2026-10-04T00:06:58 giroux2022/draw3: nt NPZ moved to spark-0110
135
+ 2026-10-04T00:06:58 giroux2022/draw4: resample (nt, rt)
136
+ Running as unit: scsemi-rs-gir-fs4-20261004T000658.service; invocation ID: 81623e541a2140188ab7a9e4930c6288
137
+ unit=scsemi-rs-gir-fs4-20261004T000658 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-gir-fs4_20261004T000658.log
138
+ unit scsemi-rs-gir-fs4-20261004T000658 finished rc=0
139
+ Running as unit: scsemi-exnt-gir-fs4-20261004T000921.service; invocation ID: 31a67ed90ee14214b7bc829a99046831
140
+ unit=scsemi-exnt-gir-fs4-20261004T000921 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-gir-fs4_20261004T000921.log
141
+ unit scsemi-exnt-gir-fs4-20261004T000921 finished rc=0
142
+ Running as unit: scsemi-vant-gir-fs4-20261004T000934.service; invocation ID: 7e13b67feacd40d1a26f966cac0f15d1
143
+ unit=scsemi-vant-gir-fs4-20261004T000934 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-gir-fs4_20261004T000934.log
144
+ unit scsemi-vant-gir-fs4-20261004T000934 finished rc=0
145
+ Running as unit: scsemi-exrt-gir-fs4-20261004T000947.service; invocation ID: 52fbae8257f74af5904ddfe445b587b1
146
+ unit=scsemi-exrt-gir-fs4-20261004T000947 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-gir-fs4_20261004T000947.log
147
+ unit scsemi-exrt-gir-fs4-20261004T000947 finished rc=0
148
+ Running as unit: scsemi-vart-gir-fs4-20261004T000950.service; invocation ID: a44bdd1f86f540a78ccd68d38a639171
149
+ unit=scsemi-vart-gir-fs4-20261004T000950 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-gir-fs4_20261004T000950.log
150
+ unit scsemi-vart-gir-fs4-20261004T000950 finished rc=0
151
+ 2026-10-04T00:09:53 giroux2022/draw4: nt shards removed after validation (sha in receipts)
152
+ 2026-10-04T00:09:53 giroux2022/draw4: exported + validated: nt 10 targets, max diff 6.7e-06; rt 10 targets, max diff 7.4e-06;
153
+ 2026-10-04T00:09:53 giroux2022/draw4: scoring scsemi5nt
154
+ 2026-10-04T00:10:01 giroux2022/draw4: no-sex rescore scsemi5nt
155
+ bash /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/run_unit.sh scores_nosex-giroux2022-fewshot_n5-draw4_scsemi5nt 6 /home/sj_server_1/miniforge3/envs/cxg_corpus/bin/python /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py --dataset giroux2022 --threads 6 --donors /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw4/test_samples.txt --case-groups severe --control-groups mild --arm scsemi5nt=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/giroux2022/fewshot_n5/draw4/scsemi5nt__raw.npz --out /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/fewshot_n5/draw4_scsemi5nt --exclude-genes /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/sex_linked_genes/sex_linked_genes_exclude.csv --reuse-labels /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw4_scsemi5nt
156
+ Running as unit: ftscore-scores_nosex-giroux2022-fewshot_n5-draw4_scsemi5nt-20261004T001001.service; invocation ID: 5401723cbda345e3aa299ab33bbf6c31
157
+ unit=ftscore-scores_nosex-giroux2022-fewshot_n5-draw4_scsemi5nt-20261004T001001 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/logs/scores_nosex-giroux2022-fewshot_n5-draw4_scsemi5nt_20261004T001001.log
158
+ unit ftscore-scores_nosex-giroux2022-fewshot_n5-draw4_scsemi5nt-20261004T001001 finished rc=0
159
+ 2026-10-04T00:10:14 giroux2022/draw4: scoring scsemi5rt
160
+ 2026-10-04T00:10:21 giroux2022/draw4: no-sex rescore scsemi5rt
161
+ bash /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/run_unit.sh scores_nosex-giroux2022-fewshot_n5-draw4_scsemi5rt 6 /home/sj_server_1/miniforge3/envs/cxg_corpus/bin/python /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/tools/score_ft.py --dataset giroux2022 --threads 6 --donors /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw4/test_samples.txt --case-groups severe --control-groups mild --arm scsemi5rt=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/generated/giroux2022/fewshot_n5/draw4/scsemi5rt__raw.npz --out /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores_nosex/giroux2022/fewshot_n5/draw4_scsemi5rt --exclude-genes /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/sex_linked_genes/sex_linked_genes_exclude.csv --reuse-labels /home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw4_scsemi5rt
162
+ Running as unit: ftscore-scores_nosex-giroux2022-fewshot_n5-draw4_scsemi5rt-20261004T001021.service; invocation ID: e9c6c96d090e4a2f8c3c5ad388d2e985
163
+ unit=ftscore-scores_nosex-giroux2022-fewshot_n5-draw4_scsemi5rt-20261004T001021 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/logs/scores_nosex-giroux2022-fewshot_n5-draw4_scsemi5rt_20261004T001021.log
164
+ unit ftscore-scores_nosex-giroux2022-fewshot_n5-draw4_scsemi5rt-20261004T001021 finished rc=0
165
+ 2026-10-04T00:10:24 giroux2022/draw4: scored: scsemi5 {'comp_l1': 0.359, 'coverage': 0.631, 'precision': 0.996, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.241, 'deg_top50_sum': 0}; scsemi5nt {'comp_l1': 0.361, 'coverage': 0.806, 'precision': 0.999, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.349, 'deg_top50_sum': 1}; scsemi5rt {'comp_l1': 0.354, 'coverage': 0.646, 'precision': 0.994, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.236, 'deg_top50_sum': 1};
166
+ 2026-10-04T00:10:27 giroux2022/draw4: nt NPZ moved to spark-0110
167
+ 2026-10-04T00:10:27 ye2026_sepsis/draw0: resample (nt, rt)
168
+ Running as unit: scsemi-rs-ye2-fs0-20261004T001027.service; invocation ID: 830ccef841574a279e90bcfe507eacbc
169
+ unit=scsemi-rs-ye2-fs0-20261004T001027 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-ye2-fs0_20261004T001027.log
170
+ unit scsemi-rs-ye2-fs0-20261004T001027 finished rc=0
171
+ Running as unit: scsemi-exnt-ye2-fs0-20261004T001400.service; invocation ID: 46b6579af9e84ed4b4bab2ee52e783c3
172
+ unit=scsemi-exnt-ye2-fs0-20261004T001400 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-ye2-fs0_20261004T001400.log
173
+ unit scsemi-exnt-ye2-fs0-20261004T001400 finished rc=0
174
+ Running as unit: scsemi-vant-ye2-fs0-20261004T001523.service; invocation ID: bc46ce0ee21d425f9e7d445829050b2d
175
+ unit=scsemi-vant-ye2-fs0-20261004T001523 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-ye2-fs0_20261004T001523.log
176
+ unit scsemi-vant-ye2-fs0-20261004T001523 finished rc=0
177
+ Running as unit: scsemi-exrt-ye2-fs0-20261004T001606.service; invocation ID: 29e5c80234a2485b8567517a74485c38
178
+ unit=scsemi-exrt-ye2-fs0-20261004T001606 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-ye2-fs0_20261004T001606.log
179
+ unit scsemi-exrt-ye2-fs0-20261004T001606 finished rc=0
180
+ Running as unit: scsemi-vart-ye2-fs0-20261004T001629.service; invocation ID: a31b3c5d8fdd42edabbee323f0e322c3
181
+ unit=scsemi-vart-ye2-fs0-20261004T001629 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-ye2-fs0_20261004T001629.log
182
+ unit scsemi-vart-ye2-fs0-20261004T001629 finished rc=0
183
+ 2026-10-04T00:16:52 ye2026_sepsis/draw0: nt shards removed after validation (sha in receipts)
184
+ 2026-10-04T00:16:52 ye2026_sepsis/draw0: exported + validated: nt 77 targets, max diff 6e-05; rt 77 targets, max diff 6e-05;
185
+ 2026-10-04T00:16:52 ye2026_sepsis/draw0: scoring scsemi5nt
186
+ 2026-10-04T00:17:26 ye2026_sepsis/draw0: scoring scsemi5rt
187
+ 2026-10-04T00:17:50 ye2026_sepsis/draw0: scored: scsemi5 {'comp_l1': 0.676, 'coverage': 0.062, 'precision': 0.784, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.246, 'deg_top50_sum': 0}; scsemi5nt {'comp_l1': 0.616, 'coverage': 0.148, 'precision': 0.829, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.394, 'deg_top50_sum': 18}; scsemi5rt {'comp_l1': 0.675, 'coverage': 0.062, 'precision': 0.779, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.236, 'deg_top50_sum': 0};
188
+ 2026-10-04T00:18:01 ye2026_sepsis/draw0: nt NPZ moved to spark-0110
189
+ 2026-10-04T00:18:01 ye2026_sepsis/draw1: resample (nt, rt)
190
+ Running as unit: scsemi-rs-ye2-fs1-20261004T001801.service; invocation ID: 294995991a7c4b2fb95b7e2ae590cde5
191
+ unit=scsemi-rs-ye2-fs1-20261004T001801 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-ye2-fs1_20261004T001801.log
192
+ unit scsemi-rs-ye2-fs1-20261004T001801 finished rc=0
193
+ Running as unit: scsemi-exnt-ye2-fs1-20261004T002134.service; invocation ID: 3c5cf0cd87a4443394dd74187c1cd258
194
+ unit=scsemi-exnt-ye2-fs1-20261004T002134 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-ye2-fs1_20261004T002134.log
195
+ unit scsemi-exnt-ye2-fs1-20261004T002134 finished rc=0
196
+ Running as unit: scsemi-vant-ye2-fs1-20261004T002307.service; invocation ID: fd006da06f2442899bb13a1f782ccf00
197
+ unit=scsemi-vant-ye2-fs1-20261004T002307 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-ye2-fs1_20261004T002307.log
198
+ unit scsemi-vant-ye2-fs1-20261004T002307 finished rc=0
199
+ Running as unit: scsemi-exrt-ye2-fs1-20261004T002340.service; invocation ID: 9b6c3101e6bc453bafec95e1ba34b434
200
+ unit=scsemi-exrt-ye2-fs1-20261004T002340 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-ye2-fs1_20261004T002340.log
201
+ unit scsemi-exrt-ye2-fs1-20261004T002340 finished rc=0
202
+ Running as unit: scsemi-vart-ye2-fs1-20261004T002403.service; invocation ID: 2fba0dc749f645388d9941ff072e634f
203
+ unit=scsemi-vart-ye2-fs1-20261004T002403 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-ye2-fs1_20261004T002403.log
204
+ unit scsemi-vart-ye2-fs1-20261004T002403 finished rc=0
205
+ 2026-10-04T00:24:26 ye2026_sepsis/draw1: nt shards removed after validation (sha in receipts)
206
+ 2026-10-04T00:24:26 ye2026_sepsis/draw1: exported + validated: nt 77 targets, max diff 0.00012; rt 77 targets, max diff 0.00012;
207
+ 2026-10-04T00:24:26 ye2026_sepsis/draw1: scoring scsemi5nt
208
+ 2026-10-04T00:25:00 ye2026_sepsis/draw1: scoring scsemi5rt
209
+ 2026-10-04T00:25:25 ye2026_sepsis/draw1: scored: scsemi5 {'comp_l1': 0.528, 'coverage': 0.083, 'precision': 0.748, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.069, 'deg_top50_sum': 2}; scsemi5nt {'comp_l1': 0.517, 'coverage': 0.175, 'precision': 0.761, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.1, 'deg_top50_sum': 9}; scsemi5rt {'comp_l1': 0.527, 'coverage': 0.083, 'precision': 0.752, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.067, 'deg_top50_sum': 4};
210
+ 2026-10-04T00:25:37 ye2026_sepsis/draw1: nt NPZ moved to spark-0110
211
+ 2026-10-04T00:25:37 ye2026_sepsis/draw2: resample (nt, rt)
212
+ Running as unit: scsemi-rs-ye2-fs2-20261004T002537.service; invocation ID: d65b4558fed7493c85ed19d90fb539f9
213
+ unit=scsemi-rs-ye2-fs2-20261004T002537 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-ye2-fs2_20261004T002537.log
214
+ unit scsemi-rs-ye2-fs2-20261004T002537 finished rc=0
215
+ Running as unit: scsemi-exnt-ye2-fs2-20261004T002851.service; invocation ID: 4b246054483249e1a0c23450ccde7143
216
+ unit=scsemi-exnt-ye2-fs2-20261004T002851 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-ye2-fs2_20261004T002851.log
217
+ unit scsemi-exnt-ye2-fs2-20261004T002851 finished rc=0
218
+ Running as unit: scsemi-vant-ye2-fs2-20261004T003024.service; invocation ID: 1a86dd434cc04468accf0feaa13c9ea1
219
+ unit=scsemi-vant-ye2-fs2-20261004T003024 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-ye2-fs2_20261004T003024.log
220
+ unit scsemi-vant-ye2-fs2-20261004T003024 finished rc=0
221
+ Running as unit: scsemi-exrt-ye2-fs2-20261004T003057.service; invocation ID: 8d1e2db0da334a8f90ac70b0c2a8376b
222
+ unit=scsemi-exrt-ye2-fs2-20261004T003057 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-ye2-fs2_20261004T003057.log
223
+ unit scsemi-exrt-ye2-fs2-20261004T003057 finished rc=0
224
+ Running as unit: scsemi-vart-ye2-fs2-20261004T003120.service; invocation ID: db3e669939b64a9988330b9448debdb7
225
+ unit=scsemi-vart-ye2-fs2-20261004T003120 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-ye2-fs2_20261004T003120.log
226
+ unit scsemi-vart-ye2-fs2-20261004T003120 finished rc=0
227
+ 2026-10-04T00:31:43 ye2026_sepsis/draw2: nt shards removed after validation (sha in receipts)
228
+ 2026-10-04T00:31:43 ye2026_sepsis/draw2: exported + validated: nt 77 targets, max diff 0.00011; rt 77 targets, max diff 0.00011;
229
+ 2026-10-04T00:31:43 ye2026_sepsis/draw2: scoring scsemi5nt
230
+ 2026-10-04T00:32:17 ye2026_sepsis/draw2: scoring scsemi5rt
231
+ 2026-10-04T00:32:40 ye2026_sepsis/draw2: scored: scsemi5 {'comp_l1': 0.58, 'coverage': 0.085, 'precision': 0.782, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.132, 'deg_top50_sum': 6}; scsemi5nt {'comp_l1': 0.547, 'coverage': 0.177, 'precision': 0.795, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.275, 'deg_top50_sum': 13}; scsemi5rt {'comp_l1': 0.58, 'coverage': 0.085, 'precision': 0.782, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.135, 'deg_top50_sum': 6};
232
+ 2026-10-04T00:32:52 ye2026_sepsis/draw2: nt NPZ moved to spark-0110
233
+ 2026-10-04T00:32:52 ye2026_sepsis/draw3: resample (nt, rt)
234
+ Running as unit: scsemi-rs-ye2-fs3-20261004T003252.service; invocation ID: aaa2435014a5429c89f68e1cb8880494
235
+ unit=scsemi-rs-ye2-fs3-20261004T003252 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-ye2-fs3_20261004T003252.log
236
+ unit scsemi-rs-ye2-fs3-20261004T003252 finished rc=0
237
+ Running as unit: scsemi-exnt-ye2-fs3-20261004T003636.service; invocation ID: 609bbb21bcac425f9480674b42ec82ef
238
+ unit=scsemi-exnt-ye2-fs3-20261004T003636 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-ye2-fs3_20261004T003636.log
239
+ unit scsemi-exnt-ye2-fs3-20261004T003636 finished rc=0
240
+ Running as unit: scsemi-vant-ye2-fs3-20261004T003759.service; invocation ID: bac92e6077944c21a8b9160df5262667
241
+ unit=scsemi-vant-ye2-fs3-20261004T003759 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-ye2-fs3_20261004T003759.log
242
+ unit scsemi-vant-ye2-fs3-20261004T003759 finished rc=0
243
+ Running as unit: scsemi-exrt-ye2-fs3-20261004T003832.service; invocation ID: a9bd1f64e53e4144962b1fa9e659dc33
244
+ unit=scsemi-exrt-ye2-fs3-20261004T003832 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-ye2-fs3_20261004T003832.log
245
+ unit scsemi-exrt-ye2-fs3-20261004T003832 finished rc=0
246
+ Running as unit: scsemi-vart-ye2-fs3-20261004T003855.service; invocation ID: 9a1b3634e97042889a3e3d70c637cb20
247
+ unit=scsemi-vart-ye2-fs3-20261004T003855 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-ye2-fs3_20261004T003855.log
248
+ unit scsemi-vart-ye2-fs3-20261004T003855 finished rc=0
249
+ 2026-10-04T00:39:18 ye2026_sepsis/draw3: nt shards removed after validation (sha in receipts)
250
+ 2026-10-04T00:39:18 ye2026_sepsis/draw3: exported + validated: nt 77 targets, max diff 6.1e-05; rt 77 targets, max diff 6.1e-05;
251
+ 2026-10-04T00:39:18 ye2026_sepsis/draw3: scoring scsemi5nt
252
+ 2026-10-04T00:39:53 ye2026_sepsis/draw3: scoring scsemi5rt
253
+ 2026-10-04T00:40:17 ye2026_sepsis/draw3: scored: scsemi5 {'comp_l1': 0.657, 'coverage': 0.088, 'precision': 0.661, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.225, 'deg_top50_sum': 16}; scsemi5nt {'comp_l1': 0.648, 'coverage': 0.242, 'precision': 0.731, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.393, 'deg_top50_sum': 25}; scsemi5rt {'comp_l1': 0.657, 'coverage': 0.089, 'precision': 0.665, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.216, 'deg_top50_sum': 12};
254
+ 2026-10-04T00:40:29 ye2026_sepsis/draw3: nt NPZ moved to spark-0110
255
+ 2026-10-04T00:40:29 ye2026_sepsis/draw4: resample (nt, rt)
256
+ Running as unit: scsemi-rs-ye2-fs4-20261004T004029.service; invocation ID: 5b12318591ad461d8831682e4089488f
257
+ unit=scsemi-rs-ye2-fs4-20261004T004029 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-ye2-fs4_20261004T004029.log
258
+ unit scsemi-rs-ye2-fs4-20261004T004029 finished rc=0
259
+ Running as unit: scsemi-exnt-ye2-fs4-20261004T004422.service; invocation ID: d50b8d4d5596493a81b1d30c552797e1
260
+ unit=scsemi-exnt-ye2-fs4-20261004T004422 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-ye2-fs4_20261004T004422.log
261
+ unit scsemi-exnt-ye2-fs4-20261004T004422 finished rc=0
262
+ Running as unit: scsemi-vant-ye2-fs4-20261004T004545.service; invocation ID: 493a4215da114520bc29a1d45025b57e
263
+ unit=scsemi-vant-ye2-fs4-20261004T004545 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-ye2-fs4_20261004T004545.log
264
+ unit scsemi-vant-ye2-fs4-20261004T004545 finished rc=0
265
+ Running as unit: scsemi-exrt-ye2-fs4-20261004T004628.service; invocation ID: 061cc86ea1204079a79225add0c76dcb
266
+ unit=scsemi-exrt-ye2-fs4-20261004T004628 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-ye2-fs4_20261004T004628.log
267
+ unit scsemi-exrt-ye2-fs4-20261004T004628 finished rc=0
268
+ Running as unit: scsemi-vart-ye2-fs4-20261004T004651.service; invocation ID: c8505e6111e34c1482da71e693515900
269
+ unit=scsemi-vart-ye2-fs4-20261004T004651 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-ye2-fs4_20261004T004651.log
270
+ unit scsemi-vart-ye2-fs4-20261004T004651 finished rc=0
271
+ 2026-10-04T00:47:14 ye2026_sepsis/draw4: nt shards removed after validation (sha in receipts)
272
+ 2026-10-04T00:47:14 ye2026_sepsis/draw4: exported + validated: nt 77 targets, max diff 6e-05; rt 77 targets, max diff 6.1e-05;
273
+ 2026-10-04T00:47:14 ye2026_sepsis/draw4: scoring scsemi5nt
274
+ 2026-10-04T00:47:49 ye2026_sepsis/draw4: scoring scsemi5rt
275
+ 2026-10-04T00:48:13 ye2026_sepsis/draw4: scored: scsemi5 {'comp_l1': 0.617, 'coverage': 0.082, 'precision': 0.663, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.156, 'deg_top50_sum': 2}; scsemi5nt {'comp_l1': 0.625, 'coverage': 0.178, 'precision': 0.751, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.265, 'deg_top50_sum': 5}; scsemi5rt {'comp_l1': 0.617, 'coverage': 0.082, 'precision': 0.666, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.163, 'deg_top50_sum': 2};
276
+ 2026-10-04T00:48:25 ye2026_sepsis/draw4: nt NPZ moved to spark-0110
277
+ 2026-10-04T00:48:25 immicro/draw0: resample (nt, rt)
278
+ Running as unit: scsemi-rs-imm-fs0-20261004T004825.service; invocation ID: 891c2a7570664f4fbffc466af2f0ecd1
279
+ unit=scsemi-rs-imm-fs0-20261004T004825 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-imm-fs0_20261004T004825.log
280
+ unit scsemi-rs-imm-fs0-20261004T004825 finished rc=0
281
+ Running as unit: scsemi-exnt-imm-fs0-20261004T005148.service; invocation ID: 17b3e114cacc47f1b4cc8232e630f6de
282
+ unit=scsemi-exnt-imm-fs0-20261004T005148 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-imm-fs0_20261004T005148.log
283
+ unit scsemi-exnt-imm-fs0-20261004T005148 finished rc=0
284
+ Running as unit: scsemi-vant-imm-fs0-20261004T005351.service; invocation ID: b1d08c1f7beb43ef8b2eedde0fd6fe78
285
+ unit=scsemi-vant-imm-fs0-20261004T005351 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-imm-fs0_20261004T005351.log
286
+ unit scsemi-vant-imm-fs0-20261004T005351 finished rc=0
287
+ Running as unit: scsemi-exrt-imm-fs0-20261004T005435.service; invocation ID: 51c33470505842fea99c34a2c7f7d663
288
+ unit=scsemi-exrt-imm-fs0-20261004T005435 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-imm-fs0_20261004T005435.log
289
+ unit scsemi-exrt-imm-fs0-20261004T005435 finished rc=0
290
+ Running as unit: scsemi-vart-imm-fs0-20261004T005508.service; invocation ID: d29c56b9f14a41228e817f88a12d80e3
291
+ unit=scsemi-vart-imm-fs0-20261004T005508 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-imm-fs0_20261004T005508.log
292
+ unit scsemi-vart-imm-fs0-20261004T005508 finished rc=0
293
+ 2026-10-04T00:55:31 immicro/draw0: nt shards removed after validation (sha in receipts)
294
+ 2026-10-04T00:55:31 immicro/draw0: exported + validated: nt 102 targets, max diff 5.6e-05; rt 102 targets, max diff 5.8e-05;
295
+ 2026-10-04T00:55:31 immicro/draw0: scoring scsemi5nt
296
+ 2026-10-04T00:56:15 immicro/draw0: scoring scsemi5rt
297
+ 2026-10-04T00:56:44 immicro/draw0: scored: scsemi5 {'comp_l1': 0.229, 'coverage': 0.036, 'precision': 0.495}; scsemi5nt {'comp_l1': 0.199, 'coverage': 0.215, 'precision': 0.717}; scsemi5rt {'comp_l1': 0.23, 'coverage': 0.035, 'precision': 0.495};
298
+ 2026-10-04T00:56:59 immicro/draw0: nt NPZ moved to spark-0110
299
+ 2026-10-04T00:56:59 immicro/draw1: resample (nt, rt)
300
+ Running as unit: scsemi-rs-imm-fs1-20261004T005659.service; invocation ID: da583ce5bbac46ed9682abd306ed005b
301
+ unit=scsemi-rs-imm-fs1-20261004T005659 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-imm-fs1_20261004T005659.log
302
+ unit scsemi-rs-imm-fs1-20261004T005659 finished rc=0
303
+ Running as unit: scsemi-exnt-imm-fs1-20261004T010022.service; invocation ID: 0f0782f4d3af4abd86fc3be2519a8156
304
+ unit=scsemi-exnt-imm-fs1-20261004T010022 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-imm-fs1_20261004T010022.log
305
+ unit scsemi-exnt-imm-fs1-20261004T010022 finished rc=0
306
+ Running as unit: scsemi-vant-imm-fs1-20261004T010225.service; invocation ID: 44f87c9ec2d3437092773c844e130306
307
+ unit=scsemi-vant-imm-fs1-20261004T010225 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-imm-fs1_20261004T010225.log
308
+ unit scsemi-vant-imm-fs1-20261004T010225 finished rc=0
309
+ Running as unit: scsemi-exrt-imm-fs1-20261004T010308.service; invocation ID: 107a7e26a4844b4eadff9f45b54a3c34
310
+ unit=scsemi-exrt-imm-fs1-20261004T010308 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-imm-fs1_20261004T010308.log
311
+ unit scsemi-exrt-imm-fs1-20261004T010308 finished rc=0
312
+ Running as unit: scsemi-vart-imm-fs1-20261004T010342.service; invocation ID: c0ebe743bc83440bac1a96688212b045
313
+ unit=scsemi-vart-imm-fs1-20261004T010342 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-imm-fs1_20261004T010342.log
314
+ unit scsemi-vart-imm-fs1-20261004T010342 finished rc=0
315
+ 2026-10-04T01:04:05 immicro/draw1: nt shards removed after validation (sha in receipts)
316
+ 2026-10-04T01:04:05 immicro/draw1: exported + validated: nt 102 targets, max diff 6.1e-05; rt 102 targets, max diff 6.1e-05;
317
+ 2026-10-04T01:04:05 immicro/draw1: scoring scsemi5nt
318
+ 2026-10-04T01:04:48 immicro/draw1: scoring scsemi5rt
319
+ 2026-10-04T01:05:19 immicro/draw1: scored: scsemi5 {'comp_l1': 0.209, 'coverage': 0.039, 'precision': 0.524}; scsemi5nt {'comp_l1': 0.178, 'coverage': 0.258, 'precision': 0.748}; scsemi5rt {'comp_l1': 0.21, 'coverage': 0.039, 'precision': 0.524};
320
+ 2026-10-04T01:05:34 immicro/draw1: nt NPZ moved to spark-0110
321
+ 2026-10-04T01:05:34 immicro/draw4: resample (nt, rt)
322
+ Running as unit: scsemi-rs-imm-fs4-20261004T010534.service; invocation ID: ef711866955c482dbfe1e70718871e9f
323
+ unit=scsemi-rs-imm-fs4-20261004T010534 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-imm-fs4_20261004T010534.log
324
+ unit scsemi-rs-imm-fs4-20261004T010534 finished rc=0
325
+ Running as unit: scsemi-exnt-imm-fs4-20261004T010857.service; invocation ID: 052523c60bf54c9990ec042fad670872
326
+ unit=scsemi-exnt-imm-fs4-20261004T010857 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-imm-fs4_20261004T010857.log
327
+ unit scsemi-exnt-imm-fs4-20261004T010857 finished rc=0
328
+ Running as unit: scsemi-vant-imm-fs4-20261004T011100.service; invocation ID: 6259d9dcddba4b92a023c3f1180721ab
329
+ unit=scsemi-vant-imm-fs4-20261004T011100 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-imm-fs4_20261004T011100.log
330
+ unit scsemi-vant-imm-fs4-20261004T011100 finished rc=0
331
+ Running as unit: scsemi-exrt-imm-fs4-20261004T011143.service; invocation ID: d1a8795b311b4b1c9bd58c5e03caeff7
332
+ unit=scsemi-exrt-imm-fs4-20261004T011143 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-imm-fs4_20261004T011143.log
333
+ unit scsemi-exrt-imm-fs4-20261004T011143 finished rc=0
334
+ Running as unit: scsemi-vart-imm-fs4-20261004T011217.service; invocation ID: ee5b3454d12c4fe0b6055cc60b3dddc6
335
+ unit=scsemi-vart-imm-fs4-20261004T011217 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-imm-fs4_20261004T011217.log
336
+ unit scsemi-vart-imm-fs4-20261004T011217 finished rc=0
337
+ 2026-10-04T01:12:40 immicro/draw4: nt shards removed after validation (sha in receipts)
338
+ 2026-10-04T01:12:40 immicro/draw4: exported + validated: nt 102 targets, max diff 5.9e-05; rt 102 targets, max diff 4.8e-05;
339
+ 2026-10-04T01:12:40 immicro/draw4: scoring scsemi5nt
340
+ 2026-10-04T01:13:23 immicro/draw4: scoring scsemi5rt
341
+ 2026-10-04T01:13:52 immicro/draw4: scored: scsemi5 {'comp_l1': 0.251, 'coverage': 0.034, 'precision': 0.53}; scsemi5nt {'comp_l1': 0.208, 'coverage': 0.225, 'precision': 0.732}; scsemi5rt {'comp_l1': 0.251, 'coverage': 0.034, 'precision': 0.528};
342
+ 2026-10-04T01:14:08 immicro/draw4: nt NPZ moved to spark-0110
343
+ 2026-10-04T01:14:08 immicro/draw2: copying the work dir's inputs from spark-0110 (no pretrain checkpoints)
344
+ 2026-10-04T01:14:18 immicro/draw2: resample (nt, rt)
345
+ Running as unit: scsemi-rs-imm-fs2-20261004T011418.service; invocation ID: 451a1bf05bf7456793848198ae241213
346
+ unit=scsemi-rs-imm-fs2-20261004T011418 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-imm-fs2_20261004T011418.log
347
+ unit scsemi-rs-imm-fs2-20261004T011418 finished rc=0
348
+ Running as unit: scsemi-exnt-imm-fs2-20261004T011741.service; invocation ID: 437855c494cc4ff7be3fdb0a57cb7d4e
349
+ unit=scsemi-exnt-imm-fs2-20261004T011741 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-imm-fs2_20261004T011741.log
350
+ unit scsemi-exnt-imm-fs2-20261004T011741 finished rc=0
351
+ Running as unit: scsemi-vant-imm-fs2-20261004T011944.service; invocation ID: b0ab969d02b64b21a66e469745950330
352
+ unit=scsemi-vant-imm-fs2-20261004T011944 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-imm-fs2_20261004T011944.log
353
+ unit scsemi-vant-imm-fs2-20261004T011944 finished rc=0
354
+ Running as unit: scsemi-exrt-imm-fs2-20261004T012027.service; invocation ID: fc39fedafbb8419f8b17081f3d6757e9
355
+ unit=scsemi-exrt-imm-fs2-20261004T012027 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-imm-fs2_20261004T012027.log
356
+ unit scsemi-exrt-imm-fs2-20261004T012027 finished rc=0
357
+ Running as unit: scsemi-vart-imm-fs2-20261004T012100.service; invocation ID: bc3f7146dc934c6abdaef181db8ecd25
358
+ unit=scsemi-vart-imm-fs2-20261004T012100 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-imm-fs2_20261004T012100.log
359
+ unit scsemi-vart-imm-fs2-20261004T012100 finished rc=0
360
+ 2026-10-04T01:21:23 immicro/draw2: nt shards removed after validation (sha in receipts)
361
+ 2026-10-04T01:21:23 immicro/draw2: exported + validated: nt 102 targets, max diff 2.9e-05; rt 102 targets, max diff 3e-05;
362
+ 2026-10-04T01:21:23 immicro/draw2: scoring scsemi5nt
363
+ 2026-10-04T01:22:07 immicro/draw2: scoring scsemi5rt
364
+ 2026-10-04T01:22:37 immicro/draw2: scored: scsemi5 {'comp_l1': 0.237, 'coverage': 0.036, 'precision': 0.568}; scsemi5nt {'comp_l1': 0.206, 'coverage': 0.231, 'precision': 0.788}; scsemi5rt {'comp_l1': 0.237, 'coverage': 0.036, 'precision': 0.565};
365
+ 2026-10-04T01:22:51 immicro/draw2: nt NPZ moved to spark-0110
366
+ 2026-10-04T01:22:53 immicro/draw2: rt NPZ moved to spark-0110
367
+ 2026-10-04T01:22:54 immicro/draw2: variants/ copied back to spark-0110:/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/work/immicro/fewshot_n5/draw2 (sha-checked); mirror removed
368
+ 2026-10-04T01:22:54 immicro/draw3: copying the work dir's inputs from spark-0110 (no pretrain checkpoints)
369
+ 2026-10-04T01:23:04 immicro/draw3: resample (nt, rt)
370
+ Running as unit: scsemi-rs-imm-fs3-20261004T012304.service; invocation ID: b433f02ef8d64cc9a19840713c36c3d7
371
+ unit=scsemi-rs-imm-fs3-20261004T012304 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-imm-fs3_20261004T012304.log
372
+ unit scsemi-rs-imm-fs3-20261004T012304 finished rc=0
373
+ Running as unit: scsemi-exnt-imm-fs3-20261004T012627.service; invocation ID: 9ec2e05ad1004adeb9aecf08109d1d05
374
+ unit=scsemi-exnt-imm-fs3-20261004T012627 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-imm-fs3_20261004T012627.log
375
+ unit scsemi-exnt-imm-fs3-20261004T012627 finished rc=0
376
+ Running as unit: scsemi-vant-imm-fs3-20261004T012831.service; invocation ID: cfcc02b7a5c84b359c891a78c7b5581a
377
+ unit=scsemi-vant-imm-fs3-20261004T012831 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-imm-fs3_20261004T012831.log
378
+ unit scsemi-vant-imm-fs3-20261004T012831 finished rc=0
379
+ Running as unit: scsemi-exrt-imm-fs3-20261004T012914.service; invocation ID: bd1c9e3044014393a156305206443df1
380
+ unit=scsemi-exrt-imm-fs3-20261004T012914 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-imm-fs3_20261004T012914.log
381
+ unit scsemi-exrt-imm-fs3-20261004T012914 finished rc=0
382
+ Running as unit: scsemi-vart-imm-fs3-20261004T012947.service; invocation ID: a8960ddc82b448fa977023823c437dca
383
+ unit=scsemi-vart-imm-fs3-20261004T012947 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-imm-fs3_20261004T012947.log
384
+ unit scsemi-vart-imm-fs3-20261004T012947 finished rc=0
385
+ 2026-10-04T01:30:10 immicro/draw3: nt shards removed after validation (sha in receipts)
386
+ 2026-10-04T01:30:10 immicro/draw3: exported + validated: nt 102 targets, max diff 6e-05; rt 102 targets, max diff 5.9e-05;
387
+ 2026-10-04T01:30:10 immicro/draw3: scoring scsemi5nt
388
+ 2026-10-04T01:31:08 immicro/draw3: scoring scsemi5rt
389
+ 2026-10-04T01:31:51 immicro/draw3: scored: scsemi5 {'comp_l1': 0.236, 'coverage': 0.034, 'precision': 0.473}; scsemi5nt {'comp_l1': 0.203, 'coverage': 0.235, 'precision': 0.71}; scsemi5rt {'comp_l1': 0.234, 'coverage': 0.035, 'precision': 0.47};
390
+ 2026-10-04T01:32:06 immicro/draw3: nt NPZ moved to spark-0110
391
+ 2026-10-04T01:32:07 immicro/draw3: rt NPZ moved to spark-0110
392
+ 2026-10-04T01:32:09 immicro/draw3: variants/ copied back to spark-0110:/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/work/immicro/fewshot_n5/draw3 (sha-checked); mirror removed
393
+ 2026-10-04T01:32:09 imperial_eskd/draw0: copying the work dir's inputs from spark-0110 (no pretrain checkpoints)
394
+ 2026-10-04T01:32:44 imperial_eskd/draw0: resample (nt, rt)
395
+ Running as unit: scsemi-rs-imp-fs0-20261004T013244.service; invocation ID: 6076b1728e07414c8da9b6880d9ca045
396
+ unit=scsemi-rs-imp-fs0-20261004T013244 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-imp-fs0_20261004T013244.log
397
+ unit scsemi-rs-imp-fs0-20261004T013244 finished rc=0
398
+ Running as unit: scsemi-exnt-imp-fs0-20261004T013938.service; invocation ID: 7a41cf8ee7d249c89c48603ef7503db3
399
+ unit=scsemi-exnt-imp-fs0-20261004T013938 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-imp-fs0_20261004T013938.log
400
+ unit scsemi-exnt-imp-fs0-20261004T013938 finished rc=0
401
+ Running as unit: scsemi-vant-imp-fs0-20261004T014211.service; invocation ID: 2cd97f0216f943f4a074d7318dbb7586
402
+ unit=scsemi-vant-imp-fs0-20261004T014211 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-imp-fs0_20261004T014211.log
403
+ unit scsemi-vant-imp-fs0-20261004T014211 finished rc=0
404
+ Running as unit: scsemi-exrt-imp-fs0-20261004T014335.service; invocation ID: 24303144b20a4804bd8025b698fa8135
405
+ unit=scsemi-exrt-imp-fs0-20261004T014335 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-imp-fs0_20261004T014335.log
406
+ unit scsemi-exrt-imp-fs0-20261004T014335 finished rc=0
407
+ Running as unit: scsemi-vart-imp-fs0-20261004T014428.service; invocation ID: 3a61125288a84d2a9ba041e1b21137d4
408
+ unit=scsemi-vart-imp-fs0-20261004T014428 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-imp-fs0_20261004T014428.log
409
+ unit scsemi-vart-imp-fs0-20261004T014428 finished rc=0
410
+ 2026-10-04T01:45:11 imperial_eskd/draw0: nt shards removed after validation (sha in receipts)
411
+ 2026-10-04T01:45:11 imperial_eskd/draw0: exported + validated: nt 142 targets, max diff 6e-05; rt 142 targets, max diff 6.1e-05;
412
+ 2026-10-04T01:45:11 imperial_eskd/draw0: scoring scsemi5nt
413
+ 2026-10-04T01:46:28 imperial_eskd/draw0: scoring scsemi5rt
414
+ 2026-10-04T01:47:21 imperial_eskd/draw0: scored: scsemi5 {'comp_l1': 0.56, 'coverage': 0.073, 'precision': 0.375, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.254, 'deg_top50_sum': 41}; scsemi5nt {'comp_l1': 0.56, 'coverage': 0.436, 'precision': 0.739, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.383, 'deg_top50_sum': 82}; scsemi5rt {'comp_l1': 0.561, 'coverage': 0.075, 'precision': 0.372, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.251, 'deg_top50_sum': 45};
415
+ 2026-10-04T01:47:39 imperial_eskd/draw0: nt NPZ moved to spark-0110
416
+ 2026-10-04T01:47:41 imperial_eskd/draw0: rt NPZ moved to spark-0110
417
+ 2026-10-04T01:47:44 imperial_eskd/draw0: variants/ copied back to spark-0110:/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/work/imperial_eskd/fewshot_n5/draw0 (sha-checked); mirror removed
418
+ 2026-10-04T01:47:44 imperial_eskd/draw1: copying the work dir's inputs from spark-0110 (no pretrain checkpoints)
419
+ 2026-10-04T01:48:09 imperial_eskd/draw1: resample (nt, rt)
420
+ Running as unit: scsemi-rs-imp-fs1-20261004T014809.service; invocation ID: 191e26b98b69471d87be6bfa2ac24aa6
421
+ unit=scsemi-rs-imp-fs1-20261004T014809 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-imp-fs1_20261004T014809.log
422
+ unit scsemi-rs-imp-fs1-20261004T014809 finished rc=0
423
+ Running as unit: scsemi-exnt-imp-fs1-20261004T015442.service; invocation ID: d9495d291e2b48a485199d50024115a1
424
+ unit=scsemi-exnt-imp-fs1-20261004T015442 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-imp-fs1_20261004T015442.log
425
+ unit scsemi-exnt-imp-fs1-20261004T015442 finished rc=0
426
+ Running as unit: scsemi-vant-imp-fs1-20261004T015726.service; invocation ID: 6269457d7ef74481a71c0b2b4590215b
427
+ unit=scsemi-vant-imp-fs1-20261004T015726 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-imp-fs1_20261004T015726.log
428
+ unit scsemi-vant-imp-fs1-20261004T015726 finished rc=0
429
+ Running as unit: scsemi-exrt-imp-fs1-20261004T015839.service; invocation ID: 0ebf94b3989d409f9d95e87120b9deb6
430
+ unit=scsemi-exrt-imp-fs1-20261004T015839 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-imp-fs1_20261004T015839.log
431
+ unit scsemi-exrt-imp-fs1-20261004T015839 finished rc=0
432
+ Running as unit: scsemi-vart-imp-fs1-20261004T015922.service; invocation ID: 351e5d6a14c14d97aadb396d5e175f3a
433
+ unit=scsemi-vart-imp-fs1-20261004T015922 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-imp-fs1_20261004T015922.log
434
+ unit scsemi-vart-imp-fs1-20261004T015922 finished rc=0
435
+ 2026-10-04T01:59:55 imperial_eskd/draw1: nt shards removed after validation (sha in receipts)
436
+ 2026-10-04T01:59:55 imperial_eskd/draw1: exported + validated: nt 143 targets, max diff 6e-05; rt 143 targets, max diff 6.1e-05;
437
+ 2026-10-04T01:59:55 imperial_eskd/draw1: scoring scsemi5nt
438
+ 2026-10-04T02:00:50 imperial_eskd/draw1: scoring scsemi5rt
439
+ 2026-10-04T02:01:29 imperial_eskd/draw1: scored: scsemi5 {'comp_l1': 0.612, 'coverage': 0.063, 'precision': 0.317, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.23, 'deg_top50_sum': 32}; scsemi5nt {'comp_l1': 0.6, 'coverage': 0.448, 'precision': 0.706, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.416, 'deg_top50_sum': 91}; scsemi5rt {'comp_l1': 0.612, 'coverage': 0.065, 'precision': 0.315, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.23, 'deg_top50_sum': 32};
440
+ 2026-10-04T02:01:46 imperial_eskd/draw1: nt NPZ moved to spark-0110
441
+ 2026-10-04T02:01:48 imperial_eskd/draw1: rt NPZ moved to spark-0110
442
+ 2026-10-04T02:01:49 imperial_eskd/draw1: variants/ copied back to spark-0110:/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/work/imperial_eskd/fewshot_n5/draw1 (sha-checked); mirror removed
443
+ 2026-10-04T02:01:49 imperial_eskd/draw2: copying the work dir's inputs from spark-0110 (no pretrain checkpoints)
444
+ 2026-10-04T02:02:13 imperial_eskd/draw2: resample (nt, rt)
445
+ Running as unit: scsemi-rs-imp-fs2-20261004T020213.service; invocation ID: d2947339196e42ef8acfa2aba657498d
446
+ unit=scsemi-rs-imp-fs2-20261004T020213 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-imp-fs2_20261004T020213.log
447
+ unit scsemi-rs-imp-fs2-20261004T020213 finished rc=0
448
+ Running as unit: scsemi-exnt-imp-fs2-20261004T020646.service; invocation ID: c3caedde46c0463792f83026907796f1
449
+ unit=scsemi-exnt-imp-fs2-20261004T020646 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-imp-fs2_20261004T020646.log
450
+ unit scsemi-exnt-imp-fs2-20261004T020646 finished rc=0
451
+ Running as unit: scsemi-vant-imp-fs2-20261004T020909.service; invocation ID: aa85361f991f48f1a23efabd2c533d1f
452
+ unit=scsemi-vant-imp-fs2-20261004T020909 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-imp-fs2_20261004T020909.log
453
+ unit scsemi-vant-imp-fs2-20261004T020909 finished rc=0
454
+ Running as unit: scsemi-exrt-imp-fs2-20261004T021012.service; invocation ID: f18f11b7bb67426fb505cc6666244c1a
455
+ unit=scsemi-exrt-imp-fs2-20261004T021012 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-imp-fs2_20261004T021012.log
456
+ unit scsemi-exrt-imp-fs2-20261004T021012 finished rc=0
457
+ Running as unit: scsemi-vart-imp-fs2-20261004T021056.service; invocation ID: 77f72c09716e461db3a34ef650868070
458
+ unit=scsemi-vart-imp-fs2-20261004T021056 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-imp-fs2_20261004T021056.log
459
+ unit scsemi-vart-imp-fs2-20261004T021056 finished rc=0
460
+ 2026-10-04T02:11:29 imperial_eskd/draw2: nt shards removed after validation (sha in receipts)
461
+ 2026-10-04T02:11:29 imperial_eskd/draw2: exported + validated: nt 142 targets, max diff 3e-05; rt 142 targets, max diff 3.1e-05;
462
+ 2026-10-04T02:11:29 imperial_eskd/draw2: scoring scsemi5nt
463
+ 2026-10-04T02:12:28 imperial_eskd/draw2: scoring scsemi5rt
464
+ 2026-10-04T02:13:10 imperial_eskd/draw2: scored: scsemi5 {'comp_l1': 0.686, 'coverage': 0.06, 'precision': 0.337, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.259, 'deg_top50_sum': 40}; scsemi5nt {'comp_l1': 0.708, 'coverage': 0.432, 'precision': 0.739, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.414, 'deg_top50_sum': 93}; scsemi5rt {'comp_l1': 0.686, 'coverage': 0.059, 'precision': 0.339, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.258, 'deg_top50_sum': 40};
465
+ 2026-10-04T02:13:29 imperial_eskd/draw2: nt NPZ moved to spark-0110
466
+ 2026-10-04T02:13:31 imperial_eskd/draw2: rt NPZ moved to spark-0110
467
+ 2026-10-04T02:13:32 imperial_eskd/draw2: variants/ copied back to spark-0110:/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/work/imperial_eskd/fewshot_n5/draw2 (sha-checked); mirror removed
468
+ 2026-10-04T02:13:32 imperial_eskd/draw3: copying the work dir's inputs from spark-0110 (no pretrain checkpoints)
469
+ 2026-10-04T02:13:55 imperial_eskd/draw3: resample (nt, rt)
470
+ Running as unit: scsemi-rs-imp-fs3-20261004T021355.service; invocation ID: 27726d0c4dac4fce95d40524082f324f
471
+ unit=scsemi-rs-imp-fs3-20261004T021355 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-imp-fs3_20261004T021355.log
472
+ unit scsemi-rs-imp-fs3-20261004T021355 finished rc=0
473
+ Running as unit: scsemi-exnt-imp-fs3-20261004T021838.service; invocation ID: dc1888e4face48868207be553f1f2ebc
474
+ unit=scsemi-exnt-imp-fs3-20261004T021838 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-imp-fs3_20261004T021838.log
475
+ unit scsemi-exnt-imp-fs3-20261004T021838 finished rc=0
476
+ Running as unit: scsemi-vant-imp-fs3-20261004T022112.service; invocation ID: 43e674b53dfc47eb93d3c2cd8d10d23b
477
+ unit=scsemi-vant-imp-fs3-20261004T022112 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-imp-fs3_20261004T022112.log
478
+ unit scsemi-vant-imp-fs3-20261004T022112 finished rc=0
479
+ Running as unit: scsemi-exrt-imp-fs3-20261004T022215.service; invocation ID: 483c36880285467c9d706ee18d57a931
480
+ unit=scsemi-exrt-imp-fs3-20261004T022215 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-imp-fs3_20261004T022215.log
481
+ unit scsemi-exrt-imp-fs3-20261004T022215 finished rc=0
482
+ Running as unit: scsemi-vart-imp-fs3-20261004T022258.service; invocation ID: 52829dde94df4a3e8a955ca8ffc3e233
483
+ unit=scsemi-vart-imp-fs3-20261004T022258 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-imp-fs3_20261004T022258.log
484
+ unit scsemi-vart-imp-fs3-20261004T022258 finished rc=0
485
+ 2026-10-04T02:23:31 imperial_eskd/draw3: nt shards removed after validation (sha in receipts)
486
+ 2026-10-04T02:23:31 imperial_eskd/draw3: exported + validated: nt 145 targets, max diff 5.7e-05; rt 145 targets, max diff 6.1e-05;
487
+ 2026-10-04T02:23:31 imperial_eskd/draw3: scoring scsemi5nt
488
+ 2026-10-04T02:24:32 imperial_eskd/draw3: scoring scsemi5rt
489
+ 2026-10-04T02:25:15 imperial_eskd/draw3: scored: scsemi5 {'comp_l1': 0.594, 'coverage': 0.044, 'precision': 0.296, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.357, 'deg_top50_sum': 60}; scsemi5nt {'comp_l1': 0.575, 'coverage': 0.347, 'precision': 0.678, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.49, 'deg_top50_sum': 102}; scsemi5rt {'comp_l1': 0.594, 'coverage': 0.045, 'precision': 0.299, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.361, 'deg_top50_sum': 66};
490
+ 2026-10-04T02:25:34 imperial_eskd/draw3: nt NPZ moved to spark-0110
491
+ 2026-10-04T02:25:36 imperial_eskd/draw3: rt NPZ moved to spark-0110
492
+ 2026-10-04T02:25:37 imperial_eskd/draw3: variants/ copied back to spark-0110:/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/work/imperial_eskd/fewshot_n5/draw3 (sha-checked); mirror removed
493
+ 2026-10-04T02:25:37 imperial_eskd/draw4: copying the work dir's inputs from spark-0110 (no pretrain checkpoints)
494
+ 2026-10-04T02:26:03 imperial_eskd/draw4: resample (nt, rt)
495
+ Running as unit: scsemi-rs-imp-fs4-20261004T022603.service; invocation ID: ea44bb905f9b40c2b281fc88683d84b1
496
+ unit=scsemi-rs-imp-fs4-20261004T022603 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/rs-imp-fs4_20261004T022603.log
497
+ unit scsemi-rs-imp-fs4-20261004T022603 finished rc=0
498
+ Running as unit: scsemi-exnt-imp-fs4-20261004T023046.service; invocation ID: 9fd22ed6a7dc4089aaabe78a36bed525
499
+ unit=scsemi-exnt-imp-fs4-20261004T023046 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exnt-imp-fs4_20261004T023046.log
500
+ unit scsemi-exnt-imp-fs4-20261004T023046 finished rc=0
501
+ Running as unit: scsemi-vant-imp-fs4-20261004T023309.service; invocation ID: 948dbdf7e0f6443bba966011d292caf3
502
+ unit=scsemi-vant-imp-fs4-20261004T023309 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vant-imp-fs4_20261004T023309.log
503
+ unit scsemi-vant-imp-fs4-20261004T023309 finished rc=0
504
+ Running as unit: scsemi-exrt-imp-fs4-20261004T023412.service; invocation ID: ddbb71c70d124a0db6eaadd57f50b624
505
+ unit=scsemi-exrt-imp-fs4-20261004T023412 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/exrt-imp-fs4_20261004T023412.log
506
+ unit scsemi-exrt-imp-fs4-20261004T023412 finished rc=0
507
+ Running as unit: scsemi-vart-imp-fs4-20261004T023456.service; invocation ID: 4bfc2a8c84b64113a939b39b0803f2ac
508
+ unit=scsemi-vart-imp-fs4-20261004T023456 log=/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/logs/vart-imp-fs4_20261004T023456.log
509
+ unit scsemi-vart-imp-fs4-20261004T023456 finished rc=0
510
+ 2026-10-04T02:35:29 imperial_eskd/draw4: nt shards removed after validation (sha in receipts)
511
+ 2026-10-04T02:35:29 imperial_eskd/draw4: exported + validated: nt 143 targets, max diff 5.8e-05; rt 143 targets, max diff 5.9e-05;
512
+ 2026-10-04T02:35:29 imperial_eskd/draw4: scoring scsemi5nt
513
+ 2026-10-04T02:36:28 imperial_eskd/draw4: scoring scsemi5rt
514
+ 2026-10-04T02:37:09 imperial_eskd/draw4: scored: scsemi5 {'comp_l1': 0.556, 'coverage': 0.057, 'precision': 0.324, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.281, 'deg_top50_sum': 61}; scsemi5nt {'comp_l1': 0.573, 'coverage': 0.418, 'precision': 0.747, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.422, 'deg_top50_sum': 105}; scsemi5rt {'comp_l1': 0.557, 'coverage': 0.056, 'precision': 0.323, 'contrast_pseudobulk_log1p_cpm_r_gen': 0.283, 'deg_top50_sum': 66};
515
+ 2026-10-04T02:37:28 imperial_eskd/draw4: nt NPZ moved to spark-0110
516
+ 2026-10-04T02:37:30 imperial_eskd/draw4: rt NPZ moved to spark-0110
517
+ 2026-10-04T02:37:32 imperial_eskd/draw4: variants/ copied back to spark-0110:/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scsemi/work/imperial_eskd/fewshot_n5/draw4 (sha-checked); mirror removed
518
+ 2026-10-04T02:37:32 queue finished