diff --git a/paper-releases/pbisc-diffusion/updates/20261013T144247Z-f01-trunk4x-campaign-launch/diffusion/dataset/server_1/model8/plans/f01_trunk4x_complete_20261013/GENE_PANEL_PREFLIGHT.json b/paper-releases/pbisc-diffusion/updates/20261013T144247Z-f01-trunk4x-campaign-launch/diffusion/dataset/server_1/model8/plans/f01_trunk4x_complete_20261013/GENE_PANEL_PREFLIGHT.json new file mode 100644 index 0000000000000000000000000000000000000000..5ed7a785ef028ce71212318d4f74d60a967060fb --- /dev/null +++ b/paper-releases/pbisc-diffusion/updates/20261013T144247Z-f01-trunk4x-campaign-launch/diffusion/dataset/server_1/model8/plans/f01_trunk4x_complete_20261013/GENE_PANEL_PREFLIGHT.json @@ -0,0 +1,11 @@ +{ + "all_five_paired_panels_equal_current_1x_checkpoint_audit": { + "immicro": true, + "ye2026_sepsis": true, + "imperial_eskd": true, + "giroux2022": true, + "ji2025_chili": true + }, + "gene_count": 6000, + "common_intersection_projection": false +} diff --git a/paper-releases/pbisc-diffusion/updates/20261013T144247Z-f01-trunk4x-campaign-launch/diffusion/dataset/server_1/model8/plans/f01_trunk4x_complete_20261013/LAUNCH_RECEIPT.json b/paper-releases/pbisc-diffusion/updates/20261013T144247Z-f01-trunk4x-campaign-launch/diffusion/dataset/server_1/model8/plans/f01_trunk4x_complete_20261013/LAUNCH_RECEIPT.json new file mode 100644 index 0000000000000000000000000000000000000000..350fd070b797a459a9eb62e99ef453f269c4efd3 --- /dev/null +++ b/paper-releases/pbisc-diffusion/updates/20261013T144247Z-f01-trunk4x-campaign-launch/diffusion/dataset/server_1/model8/plans/f01_trunk4x_complete_20261013/LAUNCH_RECEIPT.json @@ -0,0 +1,62 @@ +{ + "observed_at": "2026-10-13T14:39:18.345020+00:00", + "selected_host": "server_1", + "reason": "server_2 already occupied at launch; server_1 fallback queued without preempting existing work", + "controller_unit": "pbisc-f01-trunk4x-campaign-v2-20261013.service", + "nas_mount_unit": "pbisc-f01x4-nas-20261013.service", + "profile_completed": true, + "profile_steps": 128, + "profile_cuda_peak_gib": 5.497453689575195, + "actual_pretrain_status_snapshot": { + "device": "cuda", + "epoch": 1, + "epochs": 16, + "estimated_seconds_remaining_in_epoch": 4789.429985429303, + "estimated_steps_in_epoch": 47763, + "global_step": 17400, + "last_checkpoint": null, + "latest_grad_norm": 0.006333124358206987, + "latest_loss": 0.24848240613937378, + "memory": { + "cuda_allocated_gib": 3.7096481323242188, + "cuda_free_gib": 1.0601577758789062, + "cuda_peak_allocated_gib": 5.497453689575195, + "cuda_reserved_gib": 5.75390625, + "cuda_total_gib": 121.68767166137695, + "system_available_gib": 90.93037796020508 + }, + "schema_version": "pbisc_sdd.status.v1", + "started_at": "2026-10-13T13:53:14.596818+00:00", + "status": "RUNNING", + "step_in_epoch": 17400, + "steps_per_second": 6.3395853144053, + "training_contract": "pbisc_sdd.ladder_training.v1", + "updated_at": "2026-10-13T14:39:14.609043+00:00" + }, + "same_gene_context_gpu_verified": { + "actual_gpu_profile_gene_ids_match": true, + "actual_gpu_profile_gene_positions_match": true, + "parameters": 239955168, + "model_genes": 6000, + "condition_dim": 18006, + "cuda_peak_allocated_gib": 5.497453689575195 + }, + "full_pretraining_complete": false, + "downstream_matrix": { + "routes": 105, + "new_adaptations": 100, + "adapter_aliases": 5, + "generation_aliases": 5 + }, + "output_storage": { + "at": "2026-10-13T13:03:01.200684+00:00", + "mounted": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload", + "remote_storage": "spark-0110:/home/sj_server_2/nas_fast/PBISC/pbisc-diffusion/f01_trunk4x_complete_20261013", + "free_bytes": 3910422380544, + "probe_sha256": "4712bf97313b672460348d5685f7030aa2c03292fb5c93d60aa8911fa55b1fe3", + "local_readback": true, + "remote_readback": true, + "source_deletion": false, + "intended_payload_budget_gib": 1000 + } +} diff --git a/paper-releases/pbisc-diffusion/updates/20261013T144247Z-f01-trunk4x-campaign-launch/diffusion/dataset/server_1/model8/plans/f01_trunk4x_complete_20261013/MATRIX.json b/paper-releases/pbisc-diffusion/updates/20261013T144247Z-f01-trunk4x-campaign-launch/diffusion/dataset/server_1/model8/plans/f01_trunk4x_complete_20261013/MATRIX.json new file mode 100644 index 0000000000000000000000000000000000000000..cd2ebc264126b92d24cd3163bb201b5338c041a7 --- /dev/null +++ b/paper-releases/pbisc-diffusion/updates/20261013T144247Z-f01-trunk4x-campaign-launch/diffusion/dataset/server_1/model8/plans/f01_trunk4x_complete_20261013/MATRIX.json @@ -0,0 +1,14355 @@ +{ + "schema": "pbisc.f01.trunk4x.matrix.v1", + "paired_jobs": [ + { + "id": "strict/giroux2022/disease/draw0", + "family": "strict", + "cohort": "giroux2022", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/giroux2022/disease/draw0/support.json", + "support_sha256": "074d1cf9ca3951ef1a032239eabb9d3a13f0f9a2030b030dcbe425ac71d46700", + "train_samples": [ + "0B943B_d0", + "BAAF62_d0", + "7085CA_d0", + "180E1A_d0", + "B85D75_d0" + ], + "validation_samples": [], + "test_samples": [ + "450905_d0", + "450905_d14", + "2AD75E_d0", + "2AD75E_d7", + "2AD75E_d14", + "82CCF5_d0", + "82CCF5_d7", + "82CCF5_d14", + "0BF51C_d0", + "0BF51C_d7", + "0BF51C_d14" + ], + "train_donors": [ + "0B943B", + "BAAF62", + "7085CA", + "180E1A", + "B85D75" + ], + "test_donors": [ + "450905", + "450905", + "2AD75E", + "2AD75E", + "2AD75E", + "82CCF5", + "82CCF5", + "82CCF5", + "0BF51C", + "0BF51C", + "0BF51C" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/giroux2022/disease/draw0/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/giroux2022/disease/draw0/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/giroux2022/disease/draw0/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/giroux2022/disease/draw0/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/giroux2022/disease/draw0/scsemi.npz", + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "f04c5725cf7d20ca4ca26d2ac43352d8c233b9d6c4d7ddc2116e3be4694623a9", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/giroux2022/disease/draw0" + }, + { + "id": "strict/giroux2022/disease/draw1", + "family": "strict", + "cohort": "giroux2022", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/giroux2022/disease/draw1/support.json", + "support_sha256": "1a20024ce53f3aeb268784fed7fed630ef326f8ffa89fa9bc150661c1506b7e2", + "train_samples": [ + "7085CA_d0", + "2AD75E_d0", + "BAAF62_d0", + "B85D75_d0", + "82CCF5_d0" + ], + "validation_samples": [], + "test_samples": [ + "450905_d0", + "450905_d14", + "0B943B_d0", + "0B943B_d14", + "180E1A_d0", + "180E1A_d7", + "180E1A_d14", + "0BF51C_d0", + "0BF51C_d7", + "0BF51C_d14" + ], + "train_donors": [ + "7085CA", + "2AD75E", + "BAAF62", + "B85D75", + "82CCF5" + ], + "test_donors": [ + "450905", + "450905", + "0B943B", + "0B943B", + "180E1A", + "180E1A", + "180E1A", + "0BF51C", + "0BF51C", + "0BF51C" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/giroux2022/disease/draw1/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/giroux2022/disease/draw1/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/giroux2022/disease/draw1/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/giroux2022/disease/draw1/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/giroux2022/disease/draw1/scsemi.npz", + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "935e890f67fc789b9ecf47b5c90157bfe0a1983d6ffdb1ea2d198b6de9767f47", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/giroux2022/disease/draw1" + }, + { + "id": "strict/giroux2022/disease/draw2", + "family": "strict", + "cohort": "giroux2022", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/giroux2022/disease/draw2/support.json", + "support_sha256": "c9ac2355733aaf62165d452aaa3f2a4ee95874fc15e983c8c06cec01a9b0abb5", + "train_samples": [ + "0B943B_d0", + "450905_d0", + "BAAF62_d0", + "B85D75_d0", + "180E1A_d0" + ], + "validation_samples": [], + "test_samples": [ + "7085CA_d0", + "7085CA_d7", + "7085CA_d14", + "2AD75E_d0", + "2AD75E_d7", + "2AD75E_d14", + "82CCF5_d0", + "82CCF5_d7", + "82CCF5_d14", + "0BF51C_d0", + "0BF51C_d7", + "0BF51C_d14" + ], + "train_donors": [ + "0B943B", + "450905", + "BAAF62", + "B85D75", + "180E1A" + ], + "test_donors": [ + "7085CA", + "7085CA", + "7085CA", + "2AD75E", + "2AD75E", + "2AD75E", + "82CCF5", + "82CCF5", + "82CCF5", + "0BF51C", + "0BF51C", + "0BF51C" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/giroux2022/disease/draw2/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/giroux2022/disease/draw2/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/giroux2022/disease/draw2/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/giroux2022/disease/draw2/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/giroux2022/disease/draw2/scsemi.npz", + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/giroux2022/disease/draw2" + }, + { + "id": "strict/giroux2022/disease/draw3", + "family": "strict", + "cohort": "giroux2022", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/giroux2022/disease/draw3/support.json", + "support_sha256": "6e7e31e9963228d5a291268fad234c49a14e285b7afa181e57d8d66d80195a15", + "train_samples": [ + "450905_d0", + "BAAF62_d0", + "7085CA_d0", + "180E1A_d0", + "B85D75_d0" + ], + "validation_samples": [], + "test_samples": [ + "0B943B_d0", + "0B943B_d14", + "2AD75E_d0", + "2AD75E_d7", + "2AD75E_d14", + "82CCF5_d0", + "82CCF5_d7", + "82CCF5_d14", + "0BF51C_d0", + "0BF51C_d7", + "0BF51C_d14" + ], + "train_donors": [ + "450905", + "BAAF62", + "7085CA", + "180E1A", + "B85D75" + ], + "test_donors": [ + "0B943B", + "0B943B", + "2AD75E", + "2AD75E", + "2AD75E", + "82CCF5", + "82CCF5", + "82CCF5", + "0BF51C", + "0BF51C", + "0BF51C" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/giroux2022/disease/draw3/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/giroux2022/disease/draw3/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/giroux2022/disease/draw3/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/giroux2022/disease/draw3/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/giroux2022/disease/draw3/scsemi.npz", + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "4efbb07e4fe684710ed219d75c9a15685f617c761e2401541613e3e424146823", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/giroux2022/disease/draw3" + }, + { + "id": "strict/giroux2022/disease/draw4", + "family": "strict", + "cohort": "giroux2022", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/giroux2022/disease/draw4/support.json", + "support_sha256": "df74fb20effc23b7784248bf76e32951803075e492251168f3d5f83dfdec81ea", + "train_samples": [ + "BAAF62_d0", + "0B943B_d0", + "2AD75E_d0", + "82CCF5_d0", + "0BF51C_d0" + ], + "validation_samples": [], + "test_samples": [ + "450905_d0", + "450905_d14", + "7085CA_d0", + "7085CA_d7", + "7085CA_d14", + "B85D75_d0", + "B85D75_d7", + "180E1A_d0", + "180E1A_d7", + "180E1A_d14" + ], + "train_donors": [ + "BAAF62", + "0B943B", + "2AD75E", + "82CCF5", + "0BF51C" + ], + "test_donors": [ + "450905", + "450905", + "7085CA", + "7085CA", + "7085CA", + "B85D75", + "B85D75", + "180E1A", + "180E1A", + "180E1A" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/giroux2022/disease/draw4/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/giroux2022/disease/draw4/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/giroux2022/disease/draw4/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/giroux2022/disease/draw4/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/giroux2022/disease/draw4/scsemi.npz", + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "1339e7631cd54c77bef770b2248bdc2ca560a6dc70e244ed61cd4d38a835bf3f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/giroux2022/disease/draw4" + }, + { + "id": "strict/immicro/healthy/fold0/n10", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold0/n10/support.json", + "support_sha256": "b76459a585604c60e588279b889094c972e621e2aa6c28ecf5aa163ffe5481bf", + "train_samples": [ + "HS40", + "HS30", + "HS53", + "HS39", + "HS109", + "HS89", + "HS78", + "HS96", + "HS92", + "HS100" + ], + "validation_samples": [], + "test_samples": [ + "HS3", + "HS6", + "HS7", + "HS13", + "HS18", + "HS31", + "HS34", + "HS37", + "HS38", + "HS52", + "HS58", + "HS60", + "HS66", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS95", + "HS98", + "HS101", + "HS107" + ], + "train_donors": [ + "HS40", + "HS30", + "HS53", + "HS39", + "HS109", + "HS89", + "HS78", + "HS96", + "HS92", + "HS100" + ], + "test_donors": [ + "HS3", + "HS6", + "HS7", + "HS13", + "HS18", + "HS31", + "HS34", + "HS37", + "HS38", + "HS52", + "HS58", + "HS60", + "HS66", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS95", + "HS98", + "HS101", + "HS107" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold0/n10/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold0/n10/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold0/n10/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold0/n10/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold0/n10/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "51ad5b8f668b55d80d2f8d275a3a2a9b56f7daa768d6b607dcea4b7379465f60", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold0/n10" + }, + { + "id": "strict/immicro/healthy/fold0/n20", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold0/n20/support.json", + "support_sha256": "52b20ff9322e8bf850bd0092fb61a1ad1bdbf6304ddd2b7b654ef90fe8009e7e", + "train_samples": [ + "HS40", + "HS30", + "HS53", + "HS39", + "HS109", + "HS89", + "HS78", + "HS96", + "HS92", + "HS100", + "HS35", + "HS55", + "HS50", + "HS63", + "HS57", + "HS62", + "HS105", + "HS67", + "HS1", + "HS41" + ], + "validation_samples": [], + "test_samples": [ + "HS3", + "HS6", + "HS7", + "HS13", + "HS18", + "HS31", + "HS34", + "HS37", + "HS38", + "HS52", + "HS58", + "HS60", + "HS66", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS95", + "HS98", + "HS101", + "HS107" + ], + "train_donors": [ + "HS40", + "HS30", + "HS53", + "HS39", + "HS109", + "HS89", + "HS78", + "HS96", + "HS92", + "HS100", + "HS35", + "HS55", + "HS50", + "HS63", + "HS57", + "HS62", + "HS105", + "HS67", + "HS1", + "HS41" + ], + "test_donors": [ + "HS3", + "HS6", + "HS7", + "HS13", + "HS18", + "HS31", + "HS34", + "HS37", + "HS38", + "HS52", + "HS58", + "HS60", + "HS66", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS95", + "HS98", + "HS101", + "HS107" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold0/n20/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold0/n20/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold0/n20/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold0/n20/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold0/n20/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "51ad5b8f668b55d80d2f8d275a3a2a9b56f7daa768d6b607dcea4b7379465f60", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold0/n20" + }, + { + "id": "strict/immicro/healthy/fold0/n40", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold0/n40/support.json", + "support_sha256": "2418da2d8050f3ec761109aa5c1e5da234d88bc8bd7ed5f540dc44c10d046252", + "train_samples": [ + "HS40", + "HS30", + "HS53", + "HS39", + "HS109", + "HS89", + "HS78", + "HS96", + "HS92", + "HS100", + "HS35", + "HS55", + "HS50", + "HS63", + "HS57", + "HS62", + "HS105", + "HS67", + "HS1", + "HS41", + "HS4", + "HS25", + "HS23", + "HS61", + "HS16", + "HS26", + "HS104", + "HS48", + "HS9", + "HS88", + "HS43", + "HS14", + "HS49", + "HS91", + "HS73", + "HS29", + "HS76", + "HS71", + "HS72", + "HS8" + ], + "validation_samples": [], + "test_samples": [ + "HS3", + "HS6", + "HS7", + "HS13", + "HS18", + "HS31", + "HS34", + "HS37", + "HS38", + "HS52", + "HS58", + "HS60", + "HS66", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS95", + "HS98", + "HS101", + "HS107" + ], + "train_donors": [ + "HS40", + "HS30", + "HS53", + "HS39", + "HS109", + "HS89", + "HS78", + "HS96", + "HS92", + "HS100", + "HS35", + "HS55", + "HS50", + "HS63", + "HS57", + "HS62", + "HS105", + "HS67", + "HS1", + "HS41", + "HS4", + "HS25", + "HS23", + "HS61", + "HS16", + "HS26", + "HS104", + "HS48", + "HS9", + "HS88", + "HS43", + "HS14", + "HS49", + "HS91", + "HS73", + "HS29", + "HS76", + "HS71", + "HS72", + "HS8" + ], + "test_donors": [ + "HS3", + "HS6", + "HS7", + "HS13", + "HS18", + "HS31", + "HS34", + "HS37", + "HS38", + "HS52", + "HS58", + "HS60", + "HS66", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS95", + "HS98", + "HS101", + "HS107" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold0/n40/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold0/n40/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold0/n40/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold0/n40/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold0/n40/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "51ad5b8f668b55d80d2f8d275a3a2a9b56f7daa768d6b607dcea4b7379465f60", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold0/n40" + }, + { + "id": "strict/immicro/healthy/fold0/n5", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold0/n5/support.json", + "support_sha256": "85c04462a9c768c205fc0adfcb0a40e5f94f504a93d6d822944387bc055b65d4", + "train_samples": [ + "HS40", + "HS30", + "HS53", + "HS39", + "HS109" + ], + "validation_samples": [], + "test_samples": [ + "HS3", + "HS6", + "HS7", + "HS13", + "HS18", + "HS31", + "HS34", + "HS37", + "HS38", + "HS52", + "HS58", + "HS60", + "HS66", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS95", + "HS98", + "HS101", + "HS107" + ], + "train_donors": [ + "HS40", + "HS30", + "HS53", + "HS39", + "HS109" + ], + "test_donors": [ + "HS3", + "HS6", + "HS7", + "HS13", + "HS18", + "HS31", + "HS34", + "HS37", + "HS38", + "HS52", + "HS58", + "HS60", + "HS66", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS95", + "HS98", + "HS101", + "HS107" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold0/n5/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold0/n5/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold0/n5/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold0/n5/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold0/n5/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "51ad5b8f668b55d80d2f8d275a3a2a9b56f7daa768d6b607dcea4b7379465f60", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold0/n5" + }, + { + "id": "strict/immicro/healthy/fold1/n10", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold1/n10/support.json", + "support_sha256": "92447ba4a03867ba6b52a7739bf4db0eecf05fd367e725c0dbe07ae927b6f511", + "train_samples": [ + "HS25", + "HS95", + "HS77", + "HS14", + "HS108", + "HS58", + "HS90", + "HS102", + "HS27", + "HS45" + ], + "validation_samples": [], + "test_samples": [ + "HS2", + "HS12", + "HS16", + "HS17", + "HS21", + "HS35", + "HS36", + "HS39", + "HS44", + "HS46", + "HS47", + "HS48", + "HS51", + "HS56", + "HS57", + "HS65", + "HS68", + "HS72", + "HS84", + "HS92", + "HS96", + "HS109" + ], + "train_donors": [ + "HS25", + "HS95", + "HS77", + "HS14", + "HS108", + "HS58", + "HS90", + "HS102", + "HS27", + "HS45" + ], + "test_donors": [ + "HS2", + "HS12", + "HS16", + "HS17", + "HS21", + "HS35", + "HS36", + "HS39", + "HS44", + "HS46", + "HS47", + "HS48", + "HS51", + "HS56", + "HS57", + "HS65", + "HS68", + "HS72", + "HS84", + "HS92", + "HS96", + "HS109" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold1/n10/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold1/n10/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold1/n10/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n10/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n10/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "f64c30e0d9cd130f95402573ee1b53826b57447fb3d7e8de727481c86f243d9d", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold1/n10" + }, + { + "id": "strict/immicro/healthy/fold1/n20", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold1/n20/support.json", + "support_sha256": "e8d557be6f2e1d807f043f68ed8c2ff803dd04fe18f928167741079279d57ae6", + "train_samples": [ + "HS25", + "HS95", + "HS77", + "HS14", + "HS108", + "HS58", + "HS90", + "HS102", + "HS27", + "HS45", + "HS66", + "HS75", + "HS83", + "HS43", + "HS107", + "HS1", + "HS97", + "HS73", + "HS103", + "HS23" + ], + "validation_samples": [], + "test_samples": [ + "HS2", + "HS12", + "HS16", + "HS17", + "HS21", + "HS35", + "HS36", + "HS39", + "HS44", + "HS46", + "HS47", + "HS48", + "HS51", + "HS56", + "HS57", + "HS65", + "HS68", + "HS72", + "HS84", + "HS92", + "HS96", + "HS109" + ], + "train_donors": [ + "HS25", + "HS95", + "HS77", + "HS14", + "HS108", + "HS58", + "HS90", + "HS102", + "HS27", + "HS45", + "HS66", + "HS75", + "HS83", + "HS43", + "HS107", + "HS1", + "HS97", + "HS73", + "HS103", + "HS23" + ], + "test_donors": [ + "HS2", + "HS12", + "HS16", + "HS17", + "HS21", + "HS35", + "HS36", + "HS39", + "HS44", + "HS46", + "HS47", + "HS48", + "HS51", + "HS56", + "HS57", + "HS65", + "HS68", + "HS72", + "HS84", + "HS92", + "HS96", + "HS109" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold1/n20/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold1/n20/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold1/n20/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n20/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n20/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "f64c30e0d9cd130f95402573ee1b53826b57447fb3d7e8de727481c86f243d9d", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold1/n20" + }, + { + "id": "strict/immicro/healthy/fold1/n40", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold1/n40/support.json", + "support_sha256": "e4909b732024af62d8332b9fc37adb0f7bda2024884b74ac3b4059ecf371d2c5", + "train_samples": [ + "HS25", + "HS95", + "HS77", + "HS14", + "HS108", + "HS58", + "HS90", + "HS102", + "HS27", + "HS45", + "HS66", + "HS75", + "HS83", + "HS43", + "HS107", + "HS1", + "HS97", + "HS73", + "HS103", + "HS23", + "HS52", + "HS4", + "HS40", + "HS85", + "HS89", + "HS67", + "HS60", + "HS8", + "HS31", + "HS37", + "HS106", + "HS62", + "HS15", + "HS38", + "HS63", + "HS87", + "HS98", + "HS28", + "HS69", + "HS78" + ], + "validation_samples": [], + "test_samples": [ + "HS2", + "HS12", + "HS16", + "HS17", + "HS21", + "HS35", + "HS36", + "HS39", + "HS44", + "HS46", + "HS47", + "HS48", + "HS51", + "HS56", + "HS57", + "HS65", + "HS68", + "HS72", + "HS84", + "HS92", + "HS96", + "HS109" + ], + "train_donors": [ + "HS25", + "HS95", + "HS77", + "HS14", + "HS108", + "HS58", + "HS90", + "HS102", + "HS27", + "HS45", + "HS66", + "HS75", + "HS83", + "HS43", + "HS107", + "HS1", + "HS97", + "HS73", + "HS103", + "HS23", + "HS52", + "HS4", + "HS40", + "HS85", + "HS89", + "HS67", + "HS60", + "HS8", + "HS31", + "HS37", + "HS106", + "HS62", + "HS15", + "HS38", + "HS63", + "HS87", + "HS98", + "HS28", + "HS69", + "HS78" + ], + "test_donors": [ + "HS2", + "HS12", + "HS16", + "HS17", + "HS21", + "HS35", + "HS36", + "HS39", + "HS44", + "HS46", + "HS47", + "HS48", + "HS51", + "HS56", + "HS57", + "HS65", + "HS68", + "HS72", + "HS84", + "HS92", + "HS96", + "HS109" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold1/n40/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold1/n40/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold1/n40/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n40/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n40/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "f64c30e0d9cd130f95402573ee1b53826b57447fb3d7e8de727481c86f243d9d", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold1/n40" + }, + { + "id": "strict/immicro/healthy/fold1/n5", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold1/n5/support.json", + "support_sha256": "84d7e7a40992a7f24ceb5017c7534e2897d89246de9747c0a683442ad506e155", + "train_samples": [ + "HS25", + "HS95", + "HS77", + "HS14", + "HS108" + ], + "validation_samples": [], + "test_samples": [ + "HS2", + "HS12", + "HS16", + "HS17", + "HS21", + "HS35", + "HS36", + "HS39", + "HS44", + "HS46", + "HS47", + "HS48", + "HS51", + "HS56", + "HS57", + "HS65", + "HS68", + "HS72", + "HS84", + "HS92", + "HS96", + "HS109" + ], + "train_donors": [ + "HS25", + "HS95", + "HS77", + "HS14", + "HS108" + ], + "test_donors": [ + "HS2", + "HS12", + "HS16", + "HS17", + "HS21", + "HS35", + "HS36", + "HS39", + "HS44", + "HS46", + "HS47", + "HS48", + "HS51", + "HS56", + "HS57", + "HS65", + "HS68", + "HS72", + "HS84", + "HS92", + "HS96", + "HS109" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold1/n5/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold1/n5/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold1/n5/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n5/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold1/n5/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "f64c30e0d9cd130f95402573ee1b53826b57447fb3d7e8de727481c86f243d9d", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold1/n5" + }, + { + "id": "strict/immicro/healthy/fold2/n10", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold2/n10/support.json", + "support_sha256": "6b42beb22dbd81bfe90a640c7061888be83ef668d4ba6fbbe7943e5a1b3d7a33", + "train_samples": [ + "HS34", + "HS110", + "HS101", + "HS44", + "HS98", + "HS16", + "HS28", + "HS23", + "HS36", + "HS35" + ], + "validation_samples": [], + "test_samples": [ + "HS9", + "HS14", + "HS19", + "HS24", + "HS25", + "HS26", + "HS32", + "HS42", + "HS43", + "HS50", + "HS55", + "HS59", + "HS67", + "HS71", + "HS73", + "HS80", + "HS91", + "HS102", + "HS105", + "HS108", + "HS111" + ], + "train_donors": [ + "HS34", + "HS110", + "HS101", + "HS44", + "HS98", + "HS16", + "HS28", + "HS23", + "HS36", + "HS35" + ], + "test_donors": [ + "HS9", + "HS14", + "HS19", + "HS24", + "HS25", + "HS26", + "HS32", + "HS42", + "HS43", + "HS50", + "HS55", + "HS59", + "HS67", + "HS71", + "HS73", + "HS80", + "HS91", + "HS102", + "HS105", + "HS108", + "HS111" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold2/n10/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold2/n10/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold2/n10/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold2/n10/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold2/n10/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "35792517469285bed0fd17595441952e8f1880f63022e10db66e74dc36cd585f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold2/n10" + }, + { + "id": "strict/immicro/healthy/fold2/n20", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold2/n20/support.json", + "support_sha256": "9f6a9cc2d9c261a63f2c81229ca55961fdb44352ddc03c479e260dd238557168", + "train_samples": [ + "HS34", + "HS110", + "HS101", + "HS44", + "HS98", + "HS16", + "HS28", + "HS23", + "HS36", + "HS35", + "HS86", + "HS69", + "HS77", + "HS6", + "HS107", + "HS81", + "HS18", + "HS11", + "HS85", + "HS109" + ], + "validation_samples": [], + "test_samples": [ + "HS9", + "HS14", + "HS19", + "HS24", + "HS25", + "HS26", + "HS32", + "HS42", + "HS43", + "HS50", + "HS55", + "HS59", + "HS67", + "HS71", + "HS73", + "HS80", + "HS91", + "HS102", + "HS105", + "HS108", + "HS111" + ], + "train_donors": [ + "HS34", + "HS110", + "HS101", + "HS44", + "HS98", + "HS16", + "HS28", + "HS23", + "HS36", + "HS35", + "HS86", + "HS69", + "HS77", + "HS6", + "HS107", + "HS81", + "HS18", + "HS11", + "HS85", + "HS109" + ], + "test_donors": [ + "HS9", + "HS14", + "HS19", + "HS24", + "HS25", + "HS26", + "HS32", + "HS42", + "HS43", + "HS50", + "HS55", + "HS59", + "HS67", + "HS71", + "HS73", + "HS80", + "HS91", + "HS102", + "HS105", + "HS108", + "HS111" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold2/n20/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold2/n20/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold2/n20/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold2/n20/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold2/n20/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "35792517469285bed0fd17595441952e8f1880f63022e10db66e74dc36cd585f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold2/n20" + }, + { + "id": "strict/immicro/healthy/fold2/n40", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold2/n40/support.json", + "support_sha256": "190cb65c7367580cc8d33aece9c90ac0d5c5129e6fce7b1c205b46bacb949b2f", + "train_samples": [ + "HS34", + "HS110", + "HS101", + "HS44", + "HS98", + "HS16", + "HS28", + "HS23", + "HS36", + "HS35", + "HS86", + "HS69", + "HS77", + "HS6", + "HS107", + "HS81", + "HS18", + "HS11", + "HS85", + "HS109", + "HS93", + "HS12", + "HS88", + "HS58", + "HS37", + "HS78", + "HS68", + "HS47", + "HS54", + "HS4", + "HS52", + "HS92", + "HS51", + "HS20", + "HS79", + "HS49", + "HS100", + "HS57", + "HS90", + "HS39" + ], + "validation_samples": [], + "test_samples": [ + "HS9", + "HS14", + "HS19", + "HS24", + "HS25", + "HS26", + "HS32", + "HS42", + "HS43", + "HS50", + "HS55", + "HS59", + "HS67", + "HS71", + "HS73", + "HS80", + "HS91", + "HS102", + "HS105", + "HS108", + "HS111" + ], + "train_donors": [ + "HS34", + "HS110", + "HS101", + "HS44", + "HS98", + "HS16", + "HS28", + "HS23", + "HS36", + "HS35", + "HS86", + "HS69", + "HS77", + "HS6", + "HS107", + "HS81", + "HS18", + "HS11", + "HS85", + "HS109", + "HS93", + "HS12", + "HS88", + "HS58", + "HS37", + "HS78", + "HS68", + "HS47", + "HS54", + "HS4", + "HS52", + "HS92", + "HS51", + "HS20", + "HS79", + "HS49", + "HS100", + "HS57", + "HS90", + "HS39" + ], + "test_donors": [ + "HS9", + "HS14", + "HS19", + "HS24", + "HS25", + "HS26", + "HS32", + "HS42", + "HS43", + "HS50", + "HS55", + "HS59", + "HS67", + "HS71", + "HS73", + "HS80", + "HS91", + "HS102", + "HS105", + "HS108", + "HS111" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold2/n40/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold2/n40/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold2/n40/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold2/n40/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold2/n40/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "35792517469285bed0fd17595441952e8f1880f63022e10db66e74dc36cd585f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold2/n40" + }, + { + "id": "strict/immicro/healthy/fold2/n5", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold2/n5/support.json", + "support_sha256": "bd9c9fcca2102a403eec20242ecd5e3184be33095e3d37a60e0bca1c32c06c7d", + "train_samples": [ + "HS34", + "HS110", + "HS101", + "HS44", + "HS98" + ], + "validation_samples": [], + "test_samples": [ + "HS9", + "HS14", + "HS19", + "HS24", + "HS25", + "HS26", + "HS32", + "HS42", + "HS43", + "HS50", + "HS55", + "HS59", + "HS67", + "HS71", + "HS73", + "HS80", + "HS91", + "HS102", + "HS105", + "HS108", + "HS111" + ], + "train_donors": [ + "HS34", + "HS110", + "HS101", + "HS44", + "HS98" + ], + "test_donors": [ + "HS9", + "HS14", + "HS19", + "HS24", + "HS25", + "HS26", + "HS32", + "HS42", + "HS43", + "HS50", + "HS55", + "HS59", + "HS67", + "HS71", + "HS73", + "HS80", + "HS91", + "HS102", + "HS105", + "HS108", + "HS111" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold2/n5/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold2/n5/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold2/n5/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold2/n5/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold2/n5/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "35792517469285bed0fd17595441952e8f1880f63022e10db66e74dc36cd585f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold2/n5" + }, + { + "id": "strict/immicro/healthy/fold3/n10", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold3/n10/support.json", + "support_sha256": "6c96dd0aa52a33a7104c5f9396953beecd5a93bf1832486be95fb2c9ce2f86fb", + "train_samples": [ + "HS59", + "HS104", + "HS2", + "HS25", + "HS41", + "HS92", + "HS76", + "HS64", + "HS66", + "HS9" + ], + "validation_samples": [], + "test_samples": [ + "HS1", + "HS4", + "HS10", + "HS15", + "HS23", + "HS29", + "HS30", + "HS40", + "HS49", + "HS53", + "HS61", + "HS62", + "HS63", + "HS69", + "HS78", + "HS79", + "HS89", + "HS90", + "HS100", + "HS106", + "HS110" + ], + "train_donors": [ + "HS59", + "HS104", + "HS2", + "HS25", + "HS41", + "HS92", + "HS76", + "HS64", + "HS66", + "HS9" + ], + "test_donors": [ + "HS1", + "HS4", + "HS10", + "HS15", + "HS23", + "HS29", + "HS30", + "HS40", + "HS49", + "HS53", + "HS61", + "HS62", + "HS63", + "HS69", + "HS78", + "HS79", + "HS89", + "HS90", + "HS100", + "HS106", + "HS110" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold3/n10/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold3/n10/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold3/n10/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold3/n10/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold3/n10/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "dce8858d52803f436b448466b5619f696cb6df84bb2051772a78d792f089669b", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold3/n10" + }, + { + "id": "strict/immicro/healthy/fold3/n20", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold3/n20/support.json", + "support_sha256": "ae96bceb313de5c71379681084098d5d1288078b47cc602f229d39829510d522", + "train_samples": [ + "HS59", + "HS104", + "HS2", + "HS25", + "HS41", + "HS92", + "HS76", + "HS64", + "HS66", + "HS9", + "HS50", + "HS94", + "HS101", + "HS37", + "HS95", + "HS47", + "HS65", + "HS12", + "HS102", + "HS57" + ], + "validation_samples": [], + "test_samples": [ + "HS1", + "HS4", + "HS10", + "HS15", + "HS23", + "HS29", + "HS30", + "HS40", + "HS49", + "HS53", + "HS61", + "HS62", + "HS63", + "HS69", + "HS78", + "HS79", + "HS89", + "HS90", + "HS100", + "HS106", + "HS110" + ], + "train_donors": [ + "HS59", + "HS104", + "HS2", + "HS25", + "HS41", + "HS92", + "HS76", + "HS64", + "HS66", + "HS9", + "HS50", + "HS94", + "HS101", + "HS37", + "HS95", + "HS47", + "HS65", + "HS12", + "HS102", + "HS57" + ], + "test_donors": [ + "HS1", + "HS4", + "HS10", + "HS15", + "HS23", + "HS29", + "HS30", + "HS40", + "HS49", + "HS53", + "HS61", + "HS62", + "HS63", + "HS69", + "HS78", + "HS79", + "HS89", + "HS90", + "HS100", + "HS106", + "HS110" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold3/n20/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold3/n20/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold3/n20/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold3/n20/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold3/n20/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "dce8858d52803f436b448466b5619f696cb6df84bb2051772a78d792f089669b", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold3/n20" + }, + { + "id": "strict/immicro/healthy/fold3/n40", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold3/n40/support.json", + "support_sha256": "457ae60d867da300d96362599a9f620a09620452e46bbc389594819508e14958", + "train_samples": [ + "HS59", + "HS104", + "HS2", + "HS25", + "HS41", + "HS92", + "HS76", + "HS64", + "HS66", + "HS9", + "HS50", + "HS94", + "HS101", + "HS37", + "HS95", + "HS47", + "HS65", + "HS12", + "HS102", + "HS57", + "HS103", + "HS44", + "HS70", + "HS34", + "HS86", + "HS82", + "HS108", + "HS93", + "HS42", + "HS31", + "HS46", + "HS96", + "HS71", + "HS54", + "HS81", + "HS39", + "HS74", + "HS14", + "HS91", + "HS56" + ], + "validation_samples": [], + "test_samples": [ + "HS1", + "HS4", + "HS10", + "HS15", + "HS23", + "HS29", + "HS30", + "HS40", + "HS49", + "HS53", + "HS61", + "HS62", + "HS63", + "HS69", + "HS78", + "HS79", + "HS89", + "HS90", + "HS100", + "HS106", + "HS110" + ], + "train_donors": [ + "HS59", + "HS104", + "HS2", + "HS25", + "HS41", + "HS92", + "HS76", + "HS64", + "HS66", + "HS9", + "HS50", + "HS94", + "HS101", + "HS37", + "HS95", + "HS47", + "HS65", + "HS12", + "HS102", + "HS57", + "HS103", + "HS44", + "HS70", + "HS34", + "HS86", + "HS82", + "HS108", + "HS93", + "HS42", + "HS31", + "HS46", + "HS96", + "HS71", + "HS54", + "HS81", + "HS39", + "HS74", + "HS14", + "HS91", + "HS56" + ], + "test_donors": [ + "HS1", + "HS4", + "HS10", + "HS15", + "HS23", + "HS29", + "HS30", + "HS40", + "HS49", + "HS53", + "HS61", + "HS62", + "HS63", + "HS69", + "HS78", + "HS79", + "HS89", + "HS90", + "HS100", + "HS106", + "HS110" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold3/n40/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold3/n40/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold3/n40/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold3/n40/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold3/n40/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "dce8858d52803f436b448466b5619f696cb6df84bb2051772a78d792f089669b", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold3/n40" + }, + { + "id": "strict/immicro/healthy/fold3/n5", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold3/n5/support.json", + "support_sha256": "da5bd0ca62732497c449a00693622c21fdd07445fbcb1b6ca86bb59b5802636e", + "train_samples": [ + "HS59", + "HS104", + "HS2", + "HS25", + "HS41" + ], + "validation_samples": [], + "test_samples": [ + "HS1", + "HS4", + "HS10", + "HS15", + "HS23", + "HS29", + "HS30", + "HS40", + "HS49", + "HS53", + "HS61", + "HS62", + "HS63", + "HS69", + "HS78", + "HS79", + "HS89", + "HS90", + "HS100", + "HS106", + "HS110" + ], + "train_donors": [ + "HS59", + "HS104", + "HS2", + "HS25", + "HS41" + ], + "test_donors": [ + "HS1", + "HS4", + "HS10", + "HS15", + "HS23", + "HS29", + "HS30", + "HS40", + "HS49", + "HS53", + "HS61", + "HS62", + "HS63", + "HS69", + "HS78", + "HS79", + "HS89", + "HS90", + "HS100", + "HS106", + "HS110" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold3/n5/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold3/n5/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold3/n5/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold3/n5/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold3/n5/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "dce8858d52803f436b448466b5619f696cb6df84bb2051772a78d792f089669b", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold3/n5" + }, + { + "id": "strict/immicro/healthy/fold4/n10", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold4/n10/support.json", + "support_sha256": "71350ef0e193641d9f260d1758377a3de64dc12ad169c130a0293e33711a48ac", + "train_samples": [ + "HS46", + "HS65", + "HS25", + "HS90", + "HS95", + "HS56", + "HS16", + "HS2", + "HS63", + "HS67" + ], + "validation_samples": [], + "test_samples": [ + "HS8", + "HS11", + "HS20", + "HS27", + "HS28", + "HS41", + "HS45", + "HS54", + "HS64", + "HS70", + "HS74", + "HS75", + "HS76", + "HS77", + "HS87", + "HS88", + "HS93", + "HS94", + "HS97", + "HS103", + "HS104" + ], + "train_donors": [ + "HS46", + "HS65", + "HS25", + "HS90", + "HS95", + "HS56", + "HS16", + "HS2", + "HS63", + "HS67" + ], + "test_donors": [ + "HS8", + "HS11", + "HS20", + "HS27", + "HS28", + "HS41", + "HS45", + "HS54", + "HS64", + "HS70", + "HS74", + "HS75", + "HS76", + "HS77", + "HS87", + "HS88", + "HS93", + "HS94", + "HS97", + "HS103", + "HS104" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold4/n10/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold4/n10/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold4/n10/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold4/n10/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold4/n10/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "9e0a41119111a870b011b94fad6a53480b59eac0a709c61f0f314f74d8f201b8", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold4/n10" + }, + { + "id": "strict/immicro/healthy/fold4/n20", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold4/n20/support.json", + "support_sha256": "b070c6f6f9e0b95b4cb3951c76263c6a19981e0a8dbd635410ae99a94c2dd212", + "train_samples": [ + "HS46", + "HS65", + "HS25", + "HS90", + "HS95", + "HS56", + "HS16", + "HS2", + "HS63", + "HS67", + "HS1", + "HS12", + "HS17", + "HS10", + "HS98", + "HS4", + "HS31", + "HS42", + "HS23", + "HS84" + ], + "validation_samples": [], + "test_samples": [ + "HS8", + "HS11", + "HS20", + "HS27", + "HS28", + "HS41", + "HS45", + "HS54", + "HS64", + "HS70", + "HS74", + "HS75", + "HS76", + "HS77", + "HS87", + "HS88", + "HS93", + "HS94", + "HS97", + "HS103", + "HS104" + ], + "train_donors": [ + "HS46", + "HS65", + "HS25", + "HS90", + "HS95", + "HS56", + "HS16", + "HS2", + "HS63", + "HS67", + "HS1", + "HS12", + "HS17", + "HS10", + "HS98", + "HS4", + "HS31", + "HS42", + "HS23", + "HS84" + ], + "test_donors": [ + "HS8", + "HS11", + "HS20", + "HS27", + "HS28", + "HS41", + "HS45", + "HS54", + "HS64", + "HS70", + "HS74", + "HS75", + "HS76", + "HS77", + "HS87", + "HS88", + "HS93", + "HS94", + "HS97", + "HS103", + "HS104" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold4/n20/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold4/n20/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold4/n20/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold4/n20/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold4/n20/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "9e0a41119111a870b011b94fad6a53480b59eac0a709c61f0f314f74d8f201b8", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold4/n20" + }, + { + "id": "strict/immicro/healthy/fold4/n40", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold4/n40/support.json", + "support_sha256": "33938ffd402679c4e3bc90489e4891da3f72101bf5a52e3a479a3ee9db212dae", + "train_samples": [ + "HS46", + "HS65", + "HS25", + "HS90", + "HS95", + "HS56", + "HS16", + "HS2", + "HS63", + "HS67", + "HS1", + "HS12", + "HS17", + "HS10", + "HS98", + "HS4", + "HS31", + "HS42", + "HS23", + "HS84", + "HS79", + "HS38", + "HS108", + "HS32", + "HS102", + "HS68", + "HS91", + "HS37", + "HS72", + "HS36", + "HS30", + "HS66", + "HS81", + "HS51", + "HS24", + "HS34", + "HS106", + "HS21", + "HS92", + "HS14" + ], + "validation_samples": [], + "test_samples": [ + "HS8", + "HS11", + "HS20", + "HS27", + "HS28", + "HS41", + "HS45", + "HS54", + "HS64", + "HS70", + "HS74", + "HS75", + "HS76", + "HS77", + "HS87", + "HS88", + "HS93", + "HS94", + "HS97", + "HS103", + "HS104" + ], + "train_donors": [ + "HS46", + "HS65", + "HS25", + "HS90", + "HS95", + "HS56", + "HS16", + "HS2", + "HS63", + "HS67", + "HS1", + "HS12", + "HS17", + "HS10", + "HS98", + "HS4", + "HS31", + "HS42", + "HS23", + "HS84", + "HS79", + "HS38", + "HS108", + "HS32", + "HS102", + "HS68", + "HS91", + "HS37", + "HS72", + "HS36", + "HS30", + "HS66", + "HS81", + "HS51", + "HS24", + "HS34", + "HS106", + "HS21", + "HS92", + "HS14" + ], + "test_donors": [ + "HS8", + "HS11", + "HS20", + "HS27", + "HS28", + "HS41", + "HS45", + "HS54", + "HS64", + "HS70", + "HS74", + "HS75", + "HS76", + "HS77", + "HS87", + "HS88", + "HS93", + "HS94", + "HS97", + "HS103", + "HS104" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold4/n40/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold4/n40/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold4/n40/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold4/n40/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold4/n40/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "9e0a41119111a870b011b94fad6a53480b59eac0a709c61f0f314f74d8f201b8", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold4/n40" + }, + { + "id": "strict/immicro/healthy/fold4/n5", + "family": "strict", + "cohort": "immicro", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/immicro/healthy/fold4/n5/support.json", + "support_sha256": "e0c6712ab61af431d22b7cd8aeff0d39b2400e0c266649d045acc42c75889449", + "train_samples": [ + "HS46", + "HS65", + "HS25", + "HS90", + "HS95" + ], + "validation_samples": [], + "test_samples": [ + "HS8", + "HS11", + "HS20", + "HS27", + "HS28", + "HS41", + "HS45", + "HS54", + "HS64", + "HS70", + "HS74", + "HS75", + "HS76", + "HS77", + "HS87", + "HS88", + "HS93", + "HS94", + "HS97", + "HS103", + "HS104" + ], + "train_donors": [ + "HS46", + "HS65", + "HS25", + "HS90", + "HS95" + ], + "test_donors": [ + "HS8", + "HS11", + "HS20", + "HS27", + "HS28", + "HS41", + "HS45", + "HS54", + "HS64", + "HS70", + "HS74", + "HS75", + "HS76", + "HS77", + "HS87", + "HS88", + "HS93", + "HS94", + "HS97", + "HS103", + "HS104" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold4/n5/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/immicro/healthy/fold4/n5/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/immicro/healthy/fold4/n5/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold4/n5/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/immicro/healthy/fold4/n5/scsemi.npz", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "9e0a41119111a870b011b94fad6a53480b59eac0a709c61f0f314f74d8f201b8", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/immicro/healthy/fold4/n5" + }, + { + "id": "strict/imperial_eskd/disease/draw0", + "family": "strict", + "cohort": "imperial_eskd", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/imperial_eskd/disease/draw0/support.json", + "support_sha256": "4733416ac0e4142bc928aa91f4fbe75c852492f55832470684fd9d41b56ef716", + "train_samples": [ + "C106_2204", + "C237_2805", + "C126_2504", + "C141_2001", + "C58_2501" + ], + "validation_samples": [], + "test_samples": [ + "C20_1004", + "C20_1404", + "C21_1004", + "C21_1704", + "C21_2504", + "C23_2204", + "C31_1304", + "C31_2004", + "C31_2704", + "C33_1401", + "C33_1601", + "C33_1901", + "C34_1404", + "C34_2104", + "C34_2504", + "C36_1504", + "C36_1704", + "C36_2104", + "C40_1504", + "C40_2204", + "C40_0105", + "C42_1504", + "C42_2204", + "C42_2704", + "C60_2504", + "C63_1704", + "C63_2404", + "C63_2904", + "C65_1704", + "C65_2104", + "C65_2504", + "C69_1804", + "C82_2504", + "C85_2004", + "C93_2104", + "C93_2704", + "C93_0405", + "C101_0601", + "C101_1101", + "C101_1301", + "C101_1801", + "C101_2001", + "C101_2502", + "C103_2204", + "C104_2204", + "C108_2204", + "C108_1501", + "C108_1801", + "C108_2201", + "C113_0605", + "C123_2404", + "C123_2904", + "C123_0505", + "C124_2404", + "C124_2704", + "C124_0105", + "C127_2504", + "C127_0405", + "C127_1105", + "C128_2504", + "C128_0405", + "C128_1105", + "C132_2804", + "C132_0205", + "C132_1105", + "C137_3004", + "C137_2502", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C142_3004", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C147_3004", + "C147_1401", + "C147_1901", + "C152_0405", + "C161_1105", + "C164_1105", + "C167_1205", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C170_1205", + "C170_2301", + "C170_0202", + "C170_0402", + "C170_0403", + "C187_2605", + "C187_1201", + "C187_1401", + "C187_1901", + "C187_2301", + "C187_2502", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C193_2605", + "C195_2605", + "C197_2605", + "C212_2705", + "C214_2705", + "C234_2805", + "C238_2905", + "C240_2905", + "C246_2905", + "C251_2905" + ], + "train_donors": [ + "C106", + "C237", + "C126", + "C141", + "C58" + ], + "test_donors": [ + "C20", + "C20", + "C21", + "C21", + "C21", + "C23", + "C31", + "C31", + "C31", + "C33", + "C33", + "C33", + "C34", + "C34", + "C34", + "C36", + "C36", + "C36", + "C40", + "C40", + "C40", + "C42", + "C42", + "C42", + "C60", + "C63", + "C63", + "C63", + "C65", + "C65", + "C65", + "C69", + "C82", + "C85", + "C93", + "C93", + "C93", + "C101", + "C101", + "C101", + "C101", + "C101", + "C101", + "C103", + "C104", + "C108", + "C108", + "C108", + "C108", + "C113", + "C123", + "C123", + "C123", + "C124", + "C124", + "C124", + "C127", + "C127", + "C127", + "C128", + "C128", + "C128", + "C132", + "C132", + "C132", + "C137", + "C137", + "C138", + "C138", + "C138", + "C138", + "C138", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C142", + "C145", + "C145", + "C145", + "C145", + "C145", + "C145", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C147", + "C147", + "C147", + "C152", + "C161", + "C164", + "C167", + "C168", + "C168", + "C168", + "C168", + "C168", + "C168", + "C169", + "C169", + "C169", + "C169", + "C169", + "C170", + "C170", + "C170", + "C170", + "C170", + "C187", + "C187", + "C187", + "C187", + "C187", + "C187", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C193", + "C195", + "C197", + "C212", + "C214", + "C234", + "C238", + "C240", + "C246", + "C251" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/imperial_eskd/disease/draw0/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/imperial_eskd/disease/draw0/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/imperial_eskd/disease/draw0/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/imperial_eskd/disease/draw0/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/imperial_eskd/disease/draw0/scsemi.npz", + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "735672055b9222e45379a85fb0de4994028d33943ba220f048c7b6eafca65e0a", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/imperial_eskd/disease/draw0" + }, + { + "id": "strict/imperial_eskd/disease/draw1", + "family": "strict", + "cohort": "imperial_eskd", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/imperial_eskd/disease/draw1/support.json", + "support_sha256": "9ece092ad8a097feaf4b285ac898f64f6dc55f073073a89890e3fe24729efeb7", + "train_samples": [ + "C142_3004", + "C164_1105", + "C65_1704", + "C31_1304", + "C101_0601" + ], + "validation_samples": [], + "test_samples": [ + "C20_1004", + "C20_1404", + "C21_1004", + "C21_1704", + "C21_2504", + "C23_2204", + "C33_1401", + "C33_1601", + "C33_1901", + "C34_1404", + "C34_2104", + "C34_2504", + "C36_1504", + "C36_1704", + "C36_2104", + "C40_1504", + "C40_2204", + "C40_0105", + "C42_1504", + "C42_2204", + "C42_2704", + "C58_1604", + "C58_2501", + "C58_2901", + "C58_0102", + "C58_0402", + "C58_1003", + "C60_2504", + "C63_1704", + "C63_2404", + "C63_2904", + "C69_1804", + "C82_2504", + "C85_2004", + "C93_2104", + "C93_2704", + "C93_0405", + "C103_2204", + "C104_2204", + "C106_2204", + "C108_2204", + "C108_1501", + "C108_1801", + "C108_2201", + "C113_0605", + "C123_2404", + "C123_2904", + "C123_0505", + "C124_2404", + "C124_2704", + "C124_0105", + "C126_2504", + "C126_3004", + "C126_0605", + "C127_2504", + "C127_0405", + "C127_1105", + "C128_2504", + "C128_0405", + "C128_1105", + "C132_2804", + "C132_0205", + "C132_1105", + "C137_3004", + "C137_2502", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C141_2001", + "C141_2201", + "C141_3001", + "C141_0202", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C147_3004", + "C147_1401", + "C147_1901", + "C152_0405", + "C161_1105", + "C167_1205", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C170_1205", + "C170_2301", + "C170_0202", + "C170_0402", + "C170_0403", + "C187_2605", + "C187_1201", + "C187_1401", + "C187_1901", + "C187_2301", + "C187_2502", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C193_2605", + "C195_2605", + "C197_2605", + "C212_2705", + "C214_2705", + "C234_2805", + "C237_2805", + "C238_2905", + "C240_2905", + "C246_2905", + "C251_2905" + ], + "train_donors": [ + "C142", + "C164", + "C65", + "C31", + "C101" + ], + "test_donors": [ + "C20", + "C20", + "C21", + "C21", + "C21", + "C23", + "C33", + "C33", + "C33", + "C34", + "C34", + "C34", + "C36", + "C36", + "C36", + "C40", + "C40", + "C40", + "C42", + "C42", + "C42", + "C58", + "C58", + "C58", + "C58", + "C58", + "C58", + "C60", + "C63", + "C63", + "C63", + "C69", + "C82", + "C85", + "C93", + "C93", + "C93", + "C103", + "C104", + "C106", + "C108", + "C108", + "C108", + "C108", + "C113", + "C123", + "C123", + "C123", + "C124", + "C124", + "C124", + "C126", + "C126", + "C126", + "C127", + "C127", + "C127", + "C128", + "C128", + "C128", + "C132", + "C132", + "C132", + "C137", + "C137", + "C138", + "C138", + "C138", + "C138", + "C138", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C141", + "C141", + "C141", + "C141", + "C145", + "C145", + "C145", + "C145", + "C145", + "C145", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C147", + "C147", + "C147", + "C152", + "C161", + "C167", + "C168", + "C168", + "C168", + "C168", + "C168", + "C168", + "C169", + "C169", + "C169", + "C169", + "C169", + "C170", + "C170", + "C170", + "C170", + "C170", + "C187", + "C187", + "C187", + "C187", + "C187", + "C187", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C193", + "C195", + "C197", + "C212", + "C214", + "C234", + "C237", + "C238", + "C240", + "C246", + "C251" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/imperial_eskd/disease/draw1/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/imperial_eskd/disease/draw1/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/imperial_eskd/disease/draw1/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/imperial_eskd/disease/draw1/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/imperial_eskd/disease/draw1/scsemi.npz", + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "c2293bb938f0dbf9c76063b305230e4ad0b9bec482e4fe5dfcf38a110511283f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/imperial_eskd/disease/draw1" + }, + { + "id": "strict/imperial_eskd/disease/draw2", + "family": "strict", + "cohort": "imperial_eskd", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/imperial_eskd/disease/draw2/support.json", + "support_sha256": "7cc7f8a8c723f40018201189afbe5460063eaa6b81a1ac9198b46e388f4d9e8e", + "train_samples": [ + "C164_1105", + "C85_2004", + "C101_0601", + "C60_2504", + "C187_1201" + ], + "validation_samples": [], + "test_samples": [ + "C20_1004", + "C20_1404", + "C21_1004", + "C21_1704", + "C21_2504", + "C23_2204", + "C31_1304", + "C31_2004", + "C31_2704", + "C33_1401", + "C33_1601", + "C33_1901", + "C34_1404", + "C34_2104", + "C34_2504", + "C36_1504", + "C36_1704", + "C36_2104", + "C40_1504", + "C40_2204", + "C40_0105", + "C42_1504", + "C42_2204", + "C42_2704", + "C58_1604", + "C58_2501", + "C58_2901", + "C58_0102", + "C58_0402", + "C58_1003", + "C63_1704", + "C63_2404", + "C63_2904", + "C65_1704", + "C65_2104", + "C65_2504", + "C69_1804", + "C82_2504", + "C93_2104", + "C93_2704", + "C93_0405", + "C103_2204", + "C104_2204", + "C106_2204", + "C108_2204", + "C108_1501", + "C108_1801", + "C108_2201", + "C113_0605", + "C123_2404", + "C123_2904", + "C123_0505", + "C124_2404", + "C124_2704", + "C124_0105", + "C126_2504", + "C126_3004", + "C126_0605", + "C127_2504", + "C127_0405", + "C127_1105", + "C128_2504", + "C128_0405", + "C128_1105", + "C132_2804", + "C132_0205", + "C132_1105", + "C137_3004", + "C137_2502", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C141_2001", + "C141_2201", + "C141_3001", + "C141_0202", + "C142_3004", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C147_3004", + "C147_1401", + "C147_1901", + "C152_0405", + "C161_1105", + "C167_1205", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C170_1205", + "C170_2301", + "C170_0202", + "C170_0402", + "C170_0403", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C193_2605", + "C195_2605", + "C197_2605", + "C212_2705", + "C214_2705", + "C234_2805", + "C237_2805", + "C238_2905", + "C240_2905", + "C246_2905", + "C251_2905" + ], + "train_donors": [ + "C164", + "C85", + "C101", + "C60", + "C187" + ], + "test_donors": [ + "C20", + "C20", + "C21", + "C21", + "C21", + "C23", + "C31", + "C31", + "C31", + "C33", + "C33", + "C33", + "C34", + "C34", + "C34", + "C36", + "C36", + "C36", + "C40", + "C40", + "C40", + "C42", + "C42", + "C42", + "C58", + "C58", + "C58", + "C58", + "C58", + "C58", + "C63", + "C63", + "C63", + "C65", + "C65", + "C65", + "C69", + "C82", + "C93", + "C93", + "C93", + "C103", + "C104", + "C106", + "C108", + "C108", + "C108", + "C108", + "C113", + "C123", + "C123", + "C123", + "C124", + "C124", + "C124", + "C126", + "C126", + "C126", + "C127", + "C127", + "C127", + "C128", + "C128", + "C128", + "C132", + "C132", + "C132", + "C137", + "C137", + "C138", + "C138", + "C138", + "C138", + "C138", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C141", + "C141", + "C141", + "C141", + "C142", + "C145", + "C145", + "C145", + "C145", + "C145", + "C145", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C147", + "C147", + "C147", + "C152", + "C161", + "C167", + "C168", + "C168", + "C168", + "C168", + "C168", + "C168", + "C169", + "C169", + "C169", + "C169", + "C169", + "C170", + "C170", + "C170", + "C170", + "C170", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C193", + "C195", + "C197", + "C212", + "C214", + "C234", + "C237", + "C238", + "C240", + "C246", + "C251" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/imperial_eskd/disease/draw2/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/imperial_eskd/disease/draw2/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/imperial_eskd/disease/draw2/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/imperial_eskd/disease/draw2/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/imperial_eskd/disease/draw2/scsemi.npz", + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "11ba7c4e0f734b8eeab115536093d16205a1f592833e54115aa10cafd131e466", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/imperial_eskd/disease/draw2" + }, + { + "id": "strict/imperial_eskd/disease/draw3", + "family": "strict", + "cohort": "imperial_eskd", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/imperial_eskd/disease/draw3/support.json", + "support_sha256": "28fb70b356b7850892eab0f7c543f47d99041c1b6ac91d776d04125d532c08ce", + "train_samples": [ + "C240_2905", + "C251_2905", + "C31_1304", + "C108_1501", + "C40_1504" + ], + "validation_samples": [], + "test_samples": [ + "C20_1004", + "C20_1404", + "C21_1004", + "C21_1704", + "C21_2504", + "C23_2204", + "C33_1401", + "C33_1601", + "C33_1901", + "C34_1404", + "C34_2104", + "C34_2504", + "C36_1504", + "C36_1704", + "C36_2104", + "C42_1504", + "C42_2204", + "C42_2704", + "C58_1604", + "C58_2501", + "C58_2901", + "C58_0102", + "C58_0402", + "C58_1003", + "C60_2504", + "C63_1704", + "C63_2404", + "C63_2904", + "C65_1704", + "C65_2104", + "C65_2504", + "C69_1804", + "C82_2504", + "C85_2004", + "C93_2104", + "C93_2704", + "C93_0405", + "C101_0601", + "C101_1101", + "C101_1301", + "C101_1801", + "C101_2001", + "C101_2502", + "C103_2204", + "C104_2204", + "C106_2204", + "C113_0605", + "C123_2404", + "C123_2904", + "C123_0505", + "C124_2404", + "C124_2704", + "C124_0105", + "C126_2504", + "C126_3004", + "C126_0605", + "C127_2504", + "C127_0405", + "C127_1105", + "C128_2504", + "C128_0405", + "C128_1105", + "C132_2804", + "C132_0205", + "C132_1105", + "C137_3004", + "C137_2502", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C141_2001", + "C141_2201", + "C141_3001", + "C141_0202", + "C142_3004", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C147_3004", + "C147_1401", + "C147_1901", + "C152_0405", + "C161_1105", + "C164_1105", + "C167_1205", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C170_1205", + "C170_2301", + "C170_0202", + "C170_0402", + "C170_0403", + "C187_2605", + "C187_1201", + "C187_1401", + "C187_1901", + "C187_2301", + "C187_2502", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C193_2605", + "C195_2605", + "C197_2605", + "C212_2705", + "C214_2705", + "C234_2805", + "C237_2805", + "C238_2905", + "C246_2905" + ], + "train_donors": [ + "C240", + "C251", + "C31", + "C108", + "C40" + ], + "test_donors": [ + "C20", + "C20", + "C21", + "C21", + "C21", + "C23", + "C33", + "C33", + "C33", + "C34", + "C34", + "C34", + "C36", + "C36", + "C36", + "C42", + "C42", + "C42", + "C58", + "C58", + "C58", + "C58", + "C58", + "C58", + "C60", + "C63", + "C63", + "C63", + "C65", + "C65", + "C65", + "C69", + "C82", + "C85", + "C93", + "C93", + "C93", + "C101", + "C101", + "C101", + "C101", + "C101", + "C101", + "C103", + "C104", + "C106", + "C113", + "C123", + "C123", + "C123", + "C124", + "C124", + "C124", + "C126", + "C126", + "C126", + "C127", + "C127", + "C127", + "C128", + "C128", + "C128", + "C132", + "C132", + "C132", + "C137", + "C137", + "C138", + "C138", + "C138", + "C138", + "C138", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C141", + "C141", + "C141", + "C141", + "C142", + "C145", + "C145", + "C145", + "C145", + "C145", + "C145", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C147", + "C147", + "C147", + "C152", + "C161", + "C164", + "C167", + "C168", + "C168", + "C168", + "C168", + "C168", + "C168", + "C169", + "C169", + "C169", + "C169", + "C169", + "C170", + "C170", + "C170", + "C170", + "C170", + "C187", + "C187", + "C187", + "C187", + "C187", + "C187", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C193", + "C195", + "C197", + "C212", + "C214", + "C234", + "C237", + "C238", + "C246" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/imperial_eskd/disease/draw3/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/imperial_eskd/disease/draw3/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/imperial_eskd/disease/draw3/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/imperial_eskd/disease/draw3/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/imperial_eskd/disease/draw3/scsemi.npz", + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "1bb5ea46702a37ba35cf81b4e82426c5cfa539ef881c477be37e40621df26b7f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/imperial_eskd/disease/draw3" + }, + { + "id": "strict/imperial_eskd/disease/draw4", + "family": "strict", + "cohort": "imperial_eskd", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/imperial_eskd/disease/draw4/support.json", + "support_sha256": "b428e852548e0e33140289d0bf5a4c7d8d6a642afa0d3a233103112bbf241137", + "train_samples": [ + "C152_0405", + "C137_3004", + "C33_1401", + "C170_2301", + "C36_1504" + ], + "validation_samples": [], + "test_samples": [ + "C20_1004", + "C20_1404", + "C21_1004", + "C21_1704", + "C21_2504", + "C23_2204", + "C31_1304", + "C31_2004", + "C31_2704", + "C34_1404", + "C34_2104", + "C34_2504", + "C40_1504", + "C40_2204", + "C40_0105", + "C42_1504", + "C42_2204", + "C42_2704", + "C58_1604", + "C58_2501", + "C58_2901", + "C58_0102", + "C58_0402", + "C58_1003", + "C60_2504", + "C63_1704", + "C63_2404", + "C63_2904", + "C65_1704", + "C65_2104", + "C65_2504", + "C69_1804", + "C82_2504", + "C85_2004", + "C93_2104", + "C93_2704", + "C93_0405", + "C101_0601", + "C101_1101", + "C101_1301", + "C101_1801", + "C101_2001", + "C101_2502", + "C103_2204", + "C104_2204", + "C106_2204", + "C108_2204", + "C108_1501", + "C108_1801", + "C108_2201", + "C113_0605", + "C123_2404", + "C123_2904", + "C123_0505", + "C124_2404", + "C124_2704", + "C124_0105", + "C126_2504", + "C126_3004", + "C126_0605", + "C127_2504", + "C127_0405", + "C127_1105", + "C128_2504", + "C128_0405", + "C128_1105", + "C132_2804", + "C132_0205", + "C132_1105", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C141_2001", + "C141_2201", + "C141_3001", + "C141_0202", + "C142_3004", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C147_3004", + "C147_1401", + "C147_1901", + "C161_1105", + "C164_1105", + "C167_1205", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C187_2605", + "C187_1201", + "C187_1401", + "C187_1901", + "C187_2301", + "C187_2502", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C193_2605", + "C195_2605", + "C197_2605", + "C212_2705", + "C214_2705", + "C234_2805", + "C237_2805", + "C238_2905", + "C240_2905", + "C246_2905", + "C251_2905" + ], + "train_donors": [ + "C152", + "C137", + "C33", + "C170", + "C36" + ], + "test_donors": [ + "C20", + "C20", + "C21", + "C21", + "C21", + "C23", + "C31", + "C31", + "C31", + "C34", + "C34", + "C34", + "C40", + "C40", + "C40", + "C42", + "C42", + "C42", + "C58", + "C58", + "C58", + "C58", + "C58", + "C58", + "C60", + "C63", + "C63", + "C63", + "C65", + "C65", + "C65", + "C69", + "C82", + "C85", + "C93", + "C93", + "C93", + "C101", + "C101", + "C101", + "C101", + "C101", + "C101", + "C103", + "C104", + "C106", + "C108", + "C108", + "C108", + "C108", + "C113", + "C123", + "C123", + "C123", + "C124", + "C124", + "C124", + "C126", + "C126", + "C126", + "C127", + "C127", + "C127", + "C128", + "C128", + "C128", + "C132", + "C132", + "C132", + "C138", + "C138", + "C138", + "C138", + "C138", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C140", + "C141", + "C141", + "C141", + "C141", + "C142", + "C145", + "C145", + "C145", + "C145", + "C145", + "C145", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C146", + "C147", + "C147", + "C147", + "C161", + "C164", + "C167", + "C168", + "C168", + "C168", + "C168", + "C168", + "C168", + "C169", + "C169", + "C169", + "C169", + "C169", + "C187", + "C187", + "C187", + "C187", + "C187", + "C187", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C190", + "C193", + "C195", + "C197", + "C212", + "C214", + "C234", + "C237", + "C238", + "C240", + "C246", + "C251" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/imperial_eskd/disease/draw4/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/imperial_eskd/disease/draw4/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/imperial_eskd/disease/draw4/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/imperial_eskd/disease/draw4/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/imperial_eskd/disease/draw4/scsemi.npz", + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "55970c18927ba5d8e151bf797760d36017fffd360229507c346e39c3c6759f69", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/imperial_eskd/disease/draw4" + }, + { + "id": "strict/ji2025_chili/disease/draw0", + "family": "strict", + "cohort": "ji2025_chili", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/ji2025_chili/disease/draw0/support.json", + "support_sha256": "b361deccb2e2b5da9fc4fcf8d3b558dc4ebefa14390ebba15e419ff8c351b9b8", + "train_samples": [ + "N150_BC", + "N018_BC", + "N032_AC", + "N012_TOL", + "N138_TOL" + ], + "validation_samples": [], + "test_samples": [ + "N064_TOL", + "N064_FU1", + "N038_BC", + "N038_AC", + "N055_AC", + "N136_TOL", + "N136_FU1", + "N128_BC", + "N128_AC", + "N129_BC", + "N129_AC", + "N147_TOL", + "N158_AC", + "N159_BC", + "N001_TOL", + "N001_FU1", + "N002_TOL", + "N002_FU1", + "N005_BC", + "N005_AC", + "N022_TOL", + "N022_FU1", + "N035_TOL", + "N043_TOL", + "N043_FU1" + ], + "train_donors": [ + "N150", + "N018", + "N032", + "N012", + "N138" + ], + "test_donors": [ + "N064", + "N064", + "N038", + "N038", + "N055", + "N136", + "N136", + "N128", + "N128", + "N129", + "N129", + "N147", + "N158", + "N159", + "N001", + "N001", + "N002", + "N002", + "N005", + "N005", + "N022", + "N022", + "N035", + "N043", + "N043" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw0/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw0/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/ji2025_chili/disease/draw0/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw0/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw0/scsemi.npz", + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "ca5da7eba08208ca5e2ebf107830ad72db4a1e739698e0412fff48edf8d2b2b9", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/ji2025_chili/disease/draw0" + }, + { + "id": "strict/ji2025_chili/disease/draw1", + "family": "strict", + "cohort": "ji2025_chili", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/ji2025_chili/disease/draw1/support.json", + "support_sha256": "4b619899a91698c3840bd1333f6311e2c8fab322cc039b040884fb48acbe15f9", + "train_samples": [ + "N159_BC", + "N128_BC", + "N150_BC", + "N035_TOL", + "N136_TOL" + ], + "validation_samples": [], + "test_samples": [ + "N064_TOL", + "N064_FU1", + "N032_AC", + "N038_BC", + "N038_AC", + "N055_AC", + "N138_TOL", + "N138_FU1", + "N129_BC", + "N129_AC", + "N147_TOL", + "N158_AC", + "N001_TOL", + "N001_FU1", + "N002_TOL", + "N002_FU1", + "N005_BC", + "N005_AC", + "N012_TOL", + "N012_FU1", + "N018_BC", + "N018_AC", + "N022_TOL", + "N022_FU1", + "N043_TOL", + "N043_FU1" + ], + "train_donors": [ + "N159", + "N128", + "N150", + "N035", + "N136" + ], + "test_donors": [ + "N064", + "N064", + "N032", + "N038", + "N038", + "N055", + "N138", + "N138", + "N129", + "N129", + "N147", + "N158", + "N001", + "N001", + "N002", + "N002", + "N005", + "N005", + "N012", + "N012", + "N018", + "N018", + "N022", + "N022", + "N043", + "N043" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw1/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw1/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/ji2025_chili/disease/draw1/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw1/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw1/scsemi.npz", + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "0c873c5de82a9be4c2aba3f1670dddf902c32b351a99677e819367a603fb3bb4", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/ji2025_chili/disease/draw1" + }, + { + "id": "strict/ji2025_chili/disease/draw2", + "family": "strict", + "cohort": "ji2025_chili", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/ji2025_chili/disease/draw2/support.json", + "support_sha256": "fa20d986ff3869bc9b0a15ab6f16bae3a01a5f09a515f0a961146219c92595b4", + "train_samples": [ + "N032_AC", + "N005_BC", + "N018_BC", + "N035_TOL", + "N147_TOL" + ], + "validation_samples": [], + "test_samples": [ + "N064_TOL", + "N064_FU1", + "N038_BC", + "N038_AC", + "N055_AC", + "N136_TOL", + "N136_FU1", + "N138_TOL", + "N138_FU1", + "N128_BC", + "N128_AC", + "N129_BC", + "N129_AC", + "N150_BC", + "N158_AC", + "N159_BC", + "N001_TOL", + "N001_FU1", + "N002_TOL", + "N002_FU1", + "N012_TOL", + "N012_FU1", + "N022_TOL", + "N022_FU1", + "N043_TOL", + "N043_FU1" + ], + "train_donors": [ + "N032", + "N005", + "N018", + "N035", + "N147" + ], + "test_donors": [ + "N064", + "N064", + "N038", + "N038", + "N055", + "N136", + "N136", + "N138", + "N138", + "N128", + "N128", + "N129", + "N129", + "N150", + "N158", + "N159", + "N001", + "N001", + "N002", + "N002", + "N012", + "N012", + "N022", + "N022", + "N043", + "N043" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw2/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw2/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/ji2025_chili/disease/draw2/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw2/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw2/scsemi.npz", + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "70953ef3c751fa832f2c8bf184fa1cd9fc6ef2e04329101441f0fce90b64ddc0", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/ji2025_chili/disease/draw2" + }, + { + "id": "strict/ji2025_chili/disease/draw3", + "family": "strict", + "cohort": "ji2025_chili", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/ji2025_chili/disease/draw3/support.json", + "support_sha256": "2840746ddae5b92028a790a02b15c3ca61256bca7a0cf50f8bbd151aa4d9ea62", + "train_samples": [ + "N038_BC", + "N018_BC", + "N150_BC", + "N147_TOL", + "N001_TOL" + ], + "validation_samples": [], + "test_samples": [ + "N064_TOL", + "N064_FU1", + "N032_AC", + "N055_AC", + "N136_TOL", + "N136_FU1", + "N138_TOL", + "N138_FU1", + "N128_BC", + "N128_AC", + "N129_BC", + "N129_AC", + "N158_AC", + "N159_BC", + "N002_TOL", + "N002_FU1", + "N005_BC", + "N005_AC", + "N012_TOL", + "N012_FU1", + "N022_TOL", + "N022_FU1", + "N035_TOL", + "N043_TOL", + "N043_FU1" + ], + "train_donors": [ + "N038", + "N018", + "N150", + "N147", + "N001" + ], + "test_donors": [ + "N064", + "N064", + "N032", + "N055", + "N136", + "N136", + "N138", + "N138", + "N128", + "N128", + "N129", + "N129", + "N158", + "N159", + "N002", + "N002", + "N005", + "N005", + "N012", + "N012", + "N022", + "N022", + "N035", + "N043", + "N043" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw3/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw3/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/ji2025_chili/disease/draw3/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw3/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw3/scsemi.npz", + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "3d69ce8b1625cfe1b516085caf6444e49d8db5580f4ccdc4452526401b7018cb", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/ji2025_chili/disease/draw3" + }, + { + "id": "strict/ji2025_chili/disease/draw4", + "family": "strict", + "cohort": "ji2025_chili", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/ji2025_chili/disease/draw4/support.json", + "support_sha256": "f2d01b9433a50d6169032b65106820dbc52a98c5d2341e1cb66192c345df10ec", + "train_samples": [ + "N005_BC", + "N158_AC", + "N129_BC", + "N002_TOL", + "N064_TOL" + ], + "validation_samples": [], + "test_samples": [ + "N032_AC", + "N038_BC", + "N038_AC", + "N055_AC", + "N136_TOL", + "N136_FU1", + "N138_TOL", + "N138_FU1", + "N128_BC", + "N128_AC", + "N147_TOL", + "N150_BC", + "N159_BC", + "N001_TOL", + "N001_FU1", + "N012_TOL", + "N012_FU1", + "N018_BC", + "N018_AC", + "N022_TOL", + "N022_FU1", + "N035_TOL", + "N043_TOL", + "N043_FU1" + ], + "train_donors": [ + "N005", + "N158", + "N129", + "N002", + "N064" + ], + "test_donors": [ + "N032", + "N038", + "N038", + "N055", + "N136", + "N136", + "N138", + "N138", + "N128", + "N128", + "N147", + "N150", + "N159", + "N001", + "N001", + "N012", + "N012", + "N018", + "N018", + "N022", + "N022", + "N035", + "N043", + "N043" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw4/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ji2025_chili/disease/draw4/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/ji2025_chili/disease/draw4/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw4/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ji2025_chili/disease/draw4/scsemi.npz", + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "cc4771e4a9c4ec2ada5be09852a568ab87c74b950e63a012ef3159f6a27a9bc5", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/ji2025_chili/disease/draw4" + }, + { + "id": "strict/ye2026_sepsis/disease/draw0", + "family": "strict", + "cohort": "ye2026_sepsis", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/ye2026_sepsis/disease/draw0/support.json", + "support_sha256": "ad30daaf76d46edb695df2ae02cb67f8d8b3ae709630e8ec7ae87056258f9bda", + "train_samples": [ + "HC07", + "Abd-S66", + "Res-S150", + "Skin-S74", + "Res-S77" + ], + "validation_samples": [], + "test_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S57", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC09", + "HC12", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "IC23", + "PHC01", + "PHC02", + "PHC03", + "PHC05", + "PIC01", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS22", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S136", + "Res-S139", + "Res-S146", + "Res-S149", + "Res-S164", + "Res-S166", + "Res-S174", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S87", + "Skin-S140", + "Skin-S142", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S46", + "Skin-S52", + "Uri-S134", + "Uri-S147", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "train_donors": [ + "HC07", + "Abd-S66", + "Res-S150", + "Skin-S74", + "Res-S77" + ], + "test_donors": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S57", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC09", + "HC12", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "IC23", + "PHC01", + "PHC02", + "PHC03", + "PHC05", + "PIC01", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS22", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S136", + "Res-S139", + "Res-S146", + "Res-S149", + "Res-S164", + "Res-S166", + "Res-S174", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S87", + "Skin-S140", + "Skin-S142", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S46", + "Skin-S52", + "Uri-S134", + "Uri-S147", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ye2026_sepsis/disease/draw0/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ye2026_sepsis/disease/draw0/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/ye2026_sepsis/disease/draw0/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ye2026_sepsis/disease/draw0/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ye2026_sepsis/disease/draw0/scsemi.npz", + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "ae163d5eb1531842e2acea7db21a0a500f7642767566cdc639be42951543bba9", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/ye2026_sepsis/disease/draw0" + }, + { + "id": "strict/ye2026_sepsis/disease/draw1", + "family": "strict", + "cohort": "ye2026_sepsis", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/ye2026_sepsis/disease/draw1/support.json", + "support_sha256": "b85d386f59fff3c35b7beb041528403ab3fde9abf06af2bdd0b3b63c1bb8d99f", + "train_samples": [ + "HC12", + "Uri-S134", + "Uri-S147", + "Res-S164", + "Res-S166" + ], + "validation_samples": [], + "test_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S57", + "Abd-S66", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC07", + "HC09", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "IC23", + "PHC01", + "PHC02", + "PHC03", + "PHC05", + "PIC01", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS22", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S136", + "Res-S139", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S174", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S77", + "Res-S87", + "Skin-S140", + "Skin-S142", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S46", + "Skin-S52", + "Skin-S74", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "train_donors": [ + "HC12", + "Uri-S134", + "Uri-S147", + "Res-S164", + "Res-S166" + ], + "test_donors": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S57", + "Abd-S66", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC07", + "HC09", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "IC23", + "PHC01", + "PHC02", + "PHC03", + "PHC05", + "PIC01", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS22", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S136", + "Res-S139", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S174", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S77", + "Res-S87", + "Skin-S140", + "Skin-S142", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S46", + "Skin-S52", + "Skin-S74", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ye2026_sepsis/disease/draw1/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ye2026_sepsis/disease/draw1/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/ye2026_sepsis/disease/draw1/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ye2026_sepsis/disease/draw1/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ye2026_sepsis/disease/draw1/scsemi.npz", + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "d5ec33901bc96fe43baea3d8ade3537ca4850fb8f387917c32cf385e5d83795f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/ye2026_sepsis/disease/draw1" + }, + { + "id": "strict/ye2026_sepsis/disease/draw2", + "family": "strict", + "cohort": "ye2026_sepsis", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/ye2026_sepsis/disease/draw2/support.json", + "support_sha256": "ea331f967a3a212b91cd144bd8ba62cea3cbfe3bdcc9e77268e190757327b0e2", + "train_samples": [ + "PIC01", + "Res-S177", + "Skin-S74", + "Res-S136", + "Res-S77" + ], + "validation_samples": [], + "test_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S57", + "Abd-S66", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC07", + "HC09", + "HC12", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "IC23", + "PHC01", + "PHC02", + "PHC03", + "PHC05", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS22", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S139", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S164", + "Res-S166", + "Res-S174", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S87", + "Skin-S140", + "Skin-S142", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S46", + "Skin-S52", + "Uri-S134", + "Uri-S147", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "train_donors": [ + "PIC01", + "Res-S177", + "Skin-S74", + "Res-S136", + "Res-S77" + ], + "test_donors": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S57", + "Abd-S66", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC07", + "HC09", + "HC12", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "IC23", + "PHC01", + "PHC02", + "PHC03", + "PHC05", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS22", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S139", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S164", + "Res-S166", + "Res-S174", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S87", + "Skin-S140", + "Skin-S142", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S46", + "Skin-S52", + "Uri-S134", + "Uri-S147", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ye2026_sepsis/disease/draw2/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ye2026_sepsis/disease/draw2/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/ye2026_sepsis/disease/draw2/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ye2026_sepsis/disease/draw2/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ye2026_sepsis/disease/draw2/scsemi.npz", + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "a7f4df1f36bb0f35a331030f36e42e6b1b6fb02de7471eca430bceceb884b82f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/ye2026_sepsis/disease/draw2" + }, + { + "id": "strict/ye2026_sepsis/disease/draw3", + "family": "strict", + "cohort": "ye2026_sepsis", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/ye2026_sepsis/disease/draw3/support.json", + "support_sha256": "ab2ccffd21a8efa2b23ed420fbcdf06d9ac3c8045649e69b11388a9af0d13cc4", + "train_samples": [ + "PHC05", + "Res-S139", + "Res-S174", + "Skin-S142", + "Abd-S57" + ], + "validation_samples": [], + "test_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S66", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC07", + "HC09", + "HC12", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "IC23", + "PHC01", + "PHC02", + "PHC03", + "PIC01", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS22", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S136", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S164", + "Res-S166", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S77", + "Res-S87", + "Skin-S140", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S46", + "Skin-S52", + "Skin-S74", + "Uri-S134", + "Uri-S147", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "train_donors": [ + "PHC05", + "Res-S139", + "Res-S174", + "Skin-S142", + "Abd-S57" + ], + "test_donors": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S66", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC07", + "HC09", + "HC12", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "IC23", + "PHC01", + "PHC02", + "PHC03", + "PIC01", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS22", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S136", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S164", + "Res-S166", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S77", + "Res-S87", + "Skin-S140", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S46", + "Skin-S52", + "Skin-S74", + "Uri-S134", + "Uri-S147", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ye2026_sepsis/disease/draw3/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ye2026_sepsis/disease/draw3/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/ye2026_sepsis/disease/draw3/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ye2026_sepsis/disease/draw3/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ye2026_sepsis/disease/draw3/scsemi.npz", + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "3278dc672b740fbb8ac68faf9fd17229672a8dd5a8d3902bf282a949b7edb1ef", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/ye2026_sepsis/disease/draw3" + }, + { + "id": "strict/ye2026_sepsis/disease/draw4", + "family": "strict", + "cohort": "ye2026_sepsis", + "support_path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/protocol/splits/ye2026_sepsis/disease/draw4/support.json", + "support_sha256": "e72d06f5f4f5c10cf7fff8edaee1493e18c67dc4bbf65793eae6c984120cc4d2", + "train_samples": [ + "IC23", + "Skin-S142", + "Res-PS22", + "Abd-S102", + "Skin-S46" + ], + "validation_samples": [], + "test_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S57", + "Abd-S66", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC07", + "HC09", + "HC12", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "PHC01", + "PHC02", + "PHC03", + "PHC05", + "PIC01", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S136", + "Res-S139", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S164", + "Res-S166", + "Res-S174", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S77", + "Res-S87", + "Skin-S140", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S52", + "Skin-S74", + "Uri-S134", + "Uri-S147", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "train_donors": [ + "IC23", + "Skin-S142", + "Res-PS22", + "Abd-S102", + "Skin-S46" + ], + "test_donors": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S57", + "Abd-S66", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC07", + "HC09", + "HC12", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "PHC01", + "PHC02", + "PHC03", + "PHC05", + "PIC01", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S136", + "Res-S139", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S164", + "Res-S166", + "Res-S174", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S77", + "Res-S87", + "Skin-S140", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S52", + "Skin-S74", + "Uri-S134", + "Uri-S147", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ye2026_sepsis/disease/draw4/test_raw.npz", + "cal_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/data/ye2026_sepsis/disease/draw4/test_cal.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/scores/ye2026_sepsis/disease/draw4/score/summary.json", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ye2026_sepsis/disease/draw4/lora.npz", + "scsemi_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paper_figures_strictpairs_20261012/generated/ye2026_sepsis/disease/draw4/scsemi.npz", + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "0c8c43a2f8217dfc290e4bcf0e819f9044a0bb39a30fe0a84b93603c2d65170e", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/strict/ye2026_sepsis/disease/draw4" + }, + { + "id": "cv/immicro/real_lora/fold0", + "family": "cv", + "cohort": "immicro", + "fold": 0, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold0/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold0/real_lora/RUN.json", + "sha256": "39da59ddb8bcb74600cb8f37729a559552c562e0043e4885e553cca909ade7d2" + }, + "train_samples": [ + "HS1", + "HS2", + "HS4", + "HS8", + "HS9", + "HS10", + "HS11", + "HS12", + "HS14", + "HS16", + "HS17", + "HS19", + "HS20", + "HS21", + "HS23", + "HS25", + "HS26", + "HS27", + "HS28", + "HS29", + "HS30", + "HS32", + "HS35", + "HS36", + "HS39", + "HS40", + "HS42", + "HS43", + "HS44", + "HS45", + "HS46", + "HS47", + "HS48", + "HS49", + "HS50", + "HS53", + "HS54", + "HS55", + "HS56", + "HS59", + "HS61", + "HS62", + "HS63", + "HS64", + "HS65", + "HS67", + "HS68", + "HS69", + "HS70", + "HS71", + "HS72", + "HS73", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS80", + "HS84", + "HS87", + "HS88", + "HS89", + "HS90", + "HS91", + "HS92", + "HS93", + "HS94", + "HS96", + "HS97", + "HS100", + "HS102", + "HS103", + "HS104", + "HS105", + "HS106", + "HS108", + "HS109", + "HS111" + ], + "validation_samples": [ + "HS15", + "HS24", + "HS41", + "HS51", + "HS57", + "HS74", + "HS110" + ], + "test_samples": [ + "HS3", + "HS6", + "HS7", + "HS13", + "HS18", + "HS31", + "HS34", + "HS37", + "HS38", + "HS52", + "HS58", + "HS60", + "HS66", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS95", + "HS98", + "HS101", + "HS107" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold0/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "51ad5b8f668b55d80d2f8d275a3a2a9b56f7daa768d6b607dcea4b7379465f60", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/real_lora/fold0" + }, + { + "id": "cv/immicro/lora_r4/fold0", + "family": "cv", + "cohort": "immicro", + "fold": 0, + "old_arm": "lora_r4", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold0/lora_r4/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold0/lora_r4/RUN.json", + "sha256": "48d4d0504750e0a3c2ee755834e5a438340088e28f55455a4bec32d86d2a09f3" + }, + "train_samples": [ + "HS1", + "HS2", + "HS4", + "HS8", + "HS9", + "HS10", + "HS11", + "HS12", + "HS14", + "HS16", + "HS17", + "HS19", + "HS20", + "HS21", + "HS23", + "HS25", + "HS26", + "HS27", + "HS28", + "HS29", + "HS30", + "HS32", + "HS35", + "HS36", + "HS39", + "HS40", + "HS42", + "HS43", + "HS44", + "HS45", + "HS46", + "HS47", + "HS48", + "HS49", + "HS50", + "HS53", + "HS54", + "HS55", + "HS56", + "HS59", + "HS61", + "HS62", + "HS63", + "HS64", + "HS65", + "HS67", + "HS68", + "HS69", + "HS70", + "HS71", + "HS72", + "HS73", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS80", + "HS84", + "HS87", + "HS88", + "HS89", + "HS90", + "HS91", + "HS92", + "HS93", + "HS94", + "HS96", + "HS97", + "HS100", + "HS102", + "HS103", + "HS104", + "HS105", + "HS106", + "HS108", + "HS109", + "HS111" + ], + "validation_samples": [ + "HS15", + "HS24", + "HS41", + "HS51", + "HS57", + "HS74", + "HS110" + ], + "test_samples": [ + "HS3", + "HS6", + "HS7", + "HS13", + "HS18", + "HS31", + "HS34", + "HS37", + "HS38", + "HS52", + "HS58", + "HS60", + "HS66", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS95", + "HS98", + "HS101", + "HS107" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold0/test_raw.npz", + "mode": "lora", + "rank": 4, + "alpha": 4.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "51ad5b8f668b55d80d2f8d275a3a2a9b56f7daa768d6b607dcea4b7379465f60", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/lora_r4/fold0" + }, + { + "id": "cv/immicro/lora_r64/fold0", + "family": "cv", + "cohort": "immicro", + "fold": 0, + "old_arm": "lora_r64", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold0/lora_r64/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold0/lora_r64/RUN.json", + "sha256": "b12a8f3925845c0abc406bb2a4c46589aa3db67a5014003b2e3f7ded20bd3b99" + }, + "train_samples": [ + "HS1", + "HS2", + "HS4", + "HS8", + "HS9", + "HS10", + "HS11", + "HS12", + "HS14", + "HS16", + "HS17", + "HS19", + "HS20", + "HS21", + "HS23", + "HS25", + "HS26", + "HS27", + "HS28", + "HS29", + "HS30", + "HS32", + "HS35", + "HS36", + "HS39", + "HS40", + "HS42", + "HS43", + "HS44", + "HS45", + "HS46", + "HS47", + "HS48", + "HS49", + "HS50", + "HS53", + "HS54", + "HS55", + "HS56", + "HS59", + "HS61", + "HS62", + "HS63", + "HS64", + "HS65", + "HS67", + "HS68", + "HS69", + "HS70", + "HS71", + "HS72", + "HS73", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS80", + "HS84", + "HS87", + "HS88", + "HS89", + "HS90", + "HS91", + "HS92", + "HS93", + "HS94", + "HS96", + "HS97", + "HS100", + "HS102", + "HS103", + "HS104", + "HS105", + "HS106", + "HS108", + "HS109", + "HS111" + ], + "validation_samples": [ + "HS15", + "HS24", + "HS41", + "HS51", + "HS57", + "HS74", + "HS110" + ], + "test_samples": [ + "HS3", + "HS6", + "HS7", + "HS13", + "HS18", + "HS31", + "HS34", + "HS37", + "HS38", + "HS52", + "HS58", + "HS60", + "HS66", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS95", + "HS98", + "HS101", + "HS107" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold0/test_raw.npz", + "mode": "lora", + "rank": 64, + "alpha": 64.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "51ad5b8f668b55d80d2f8d275a3a2a9b56f7daa768d6b607dcea4b7379465f60", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/lora_r64/fold0" + }, + { + "id": "cv/immicro/real_full/fold0", + "family": "cv", + "cohort": "immicro", + "fold": 0, + "old_arm": "real_full", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold0/real_full/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold0/real_full/RUN.json", + "sha256": "3a24013d5cccb3f5e27b6eaeccb352b2037c7bd816d45121cf65452bef8741c3" + }, + "train_samples": [ + "HS1", + "HS2", + "HS4", + "HS8", + "HS9", + "HS10", + "HS11", + "HS12", + "HS14", + "HS16", + "HS17", + "HS19", + "HS20", + "HS21", + "HS23", + "HS25", + "HS26", + "HS27", + "HS28", + "HS29", + "HS30", + "HS32", + "HS35", + "HS36", + "HS39", + "HS40", + "HS42", + "HS43", + "HS44", + "HS45", + "HS46", + "HS47", + "HS48", + "HS49", + "HS50", + "HS53", + "HS54", + "HS55", + "HS56", + "HS59", + "HS61", + "HS62", + "HS63", + "HS64", + "HS65", + "HS67", + "HS68", + "HS69", + "HS70", + "HS71", + "HS72", + "HS73", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS80", + "HS84", + "HS87", + "HS88", + "HS89", + "HS90", + "HS91", + "HS92", + "HS93", + "HS94", + "HS96", + "HS97", + "HS100", + "HS102", + "HS103", + "HS104", + "HS105", + "HS106", + "HS108", + "HS109", + "HS111" + ], + "validation_samples": [ + "HS15", + "HS24", + "HS41", + "HS51", + "HS57", + "HS74", + "HS110" + ], + "test_samples": [ + "HS3", + "HS6", + "HS7", + "HS13", + "HS18", + "HS31", + "HS34", + "HS37", + "HS38", + "HS52", + "HS58", + "HS60", + "HS66", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS95", + "HS98", + "HS101", + "HS107" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold0/test_raw.npz", + "mode": "full", + "rank": 16, + "alpha": 16.0, + "lr": 5e-05, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "51ad5b8f668b55d80d2f8d275a3a2a9b56f7daa768d6b607dcea4b7379465f60", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/real_full/fold0" + }, + { + "id": "cv/immicro/real_lora/fold1", + "family": "cv", + "cohort": "immicro", + "fold": 1, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold1/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold1/real_lora/RUN.json", + "sha256": "7272ce13c350a719a0d39aa5126a21234def2278cb21489ec80ffcef531b1b95" + }, + "train_samples": [ + "HS1", + "HS3", + "HS4", + "HS6", + "HS7", + "HS8", + "HS9", + "HS10", + "HS11", + "HS13", + "HS14", + "HS15", + "HS18", + "HS19", + "HS23", + "HS24", + "HS25", + "HS26", + "HS27", + "HS28", + "HS29", + "HS30", + "HS31", + "HS32", + "HS34", + "HS37", + "HS38", + "HS40", + "HS41", + "HS42", + "HS45", + "HS49", + "HS50", + "HS52", + "HS53", + "HS54", + "HS58", + "HS59", + "HS61", + "HS63", + "HS64", + "HS66", + "HS67", + "HS69", + "HS70", + "HS71", + "HS73", + "HS74", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS80", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS87", + "HS88", + "HS89", + "HS90", + "HS91", + "HS93", + "HS94", + "HS95", + "HS97", + "HS98", + "HS100", + "HS101", + "HS102", + "HS103", + "HS104", + "HS107", + "HS108", + "HS110", + "HS111" + ], + "validation_samples": [ + "HS20", + "HS43", + "HS55", + "HS60", + "HS62", + "HS105", + "HS106" + ], + "test_samples": [ + "HS2", + "HS12", + "HS16", + "HS17", + "HS21", + "HS35", + "HS36", + "HS39", + "HS44", + "HS46", + "HS47", + "HS48", + "HS51", + "HS56", + "HS57", + "HS65", + "HS68", + "HS72", + "HS84", + "HS92", + "HS96", + "HS109" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold1/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "f64c30e0d9cd130f95402573ee1b53826b57447fb3d7e8de727481c86f243d9d", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/real_lora/fold1" + }, + { + "id": "cv/immicro/lora_r4/fold1", + "family": "cv", + "cohort": "immicro", + "fold": 1, + "old_arm": "lora_r4", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold1/lora_r4/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold1/lora_r4/RUN.json", + "sha256": "0e6a1225f5216be5bed567a5fb62d2537b7b8def82f5b35ff5b853e547e6823d" + }, + "train_samples": [ + "HS1", + "HS3", + "HS4", + "HS6", + "HS7", + "HS8", + "HS9", + "HS10", + "HS11", + "HS13", + "HS14", + "HS15", + "HS18", + "HS19", + "HS23", + "HS24", + "HS25", + "HS26", + "HS27", + "HS28", + "HS29", + "HS30", + "HS31", + "HS32", + "HS34", + "HS37", + "HS38", + "HS40", + "HS41", + "HS42", + "HS45", + "HS49", + "HS50", + "HS52", + "HS53", + "HS54", + "HS58", + "HS59", + "HS61", + "HS63", + "HS64", + "HS66", + "HS67", + "HS69", + "HS70", + "HS71", + "HS73", + "HS74", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS80", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS87", + "HS88", + "HS89", + "HS90", + "HS91", + "HS93", + "HS94", + "HS95", + "HS97", + "HS98", + "HS100", + "HS101", + "HS102", + "HS103", + "HS104", + "HS107", + "HS108", + "HS110", + "HS111" + ], + "validation_samples": [ + "HS20", + "HS43", + "HS55", + "HS60", + "HS62", + "HS105", + "HS106" + ], + "test_samples": [ + "HS2", + "HS12", + "HS16", + "HS17", + "HS21", + "HS35", + "HS36", + "HS39", + "HS44", + "HS46", + "HS47", + "HS48", + "HS51", + "HS56", + "HS57", + "HS65", + "HS68", + "HS72", + "HS84", + "HS92", + "HS96", + "HS109" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold1/test_raw.npz", + "mode": "lora", + "rank": 4, + "alpha": 4.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "f64c30e0d9cd130f95402573ee1b53826b57447fb3d7e8de727481c86f243d9d", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/lora_r4/fold1" + }, + { + "id": "cv/immicro/lora_r64/fold1", + "family": "cv", + "cohort": "immicro", + "fold": 1, + "old_arm": "lora_r64", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold1/lora_r64/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold1/lora_r64/RUN.json", + "sha256": "fcdc09eeeeaa6858e22b17914e443a2d9bcee0dc0e2f4672ed25672a2af5463e" + }, + "train_samples": [ + "HS1", + "HS3", + "HS4", + "HS6", + "HS7", + "HS8", + "HS9", + "HS10", + "HS11", + "HS13", + "HS14", + "HS15", + "HS18", + "HS19", + "HS23", + "HS24", + "HS25", + "HS26", + "HS27", + "HS28", + "HS29", + "HS30", + "HS31", + "HS32", + "HS34", + "HS37", + "HS38", + "HS40", + "HS41", + "HS42", + "HS45", + "HS49", + "HS50", + "HS52", + "HS53", + "HS54", + "HS58", + "HS59", + "HS61", + "HS63", + "HS64", + "HS66", + "HS67", + "HS69", + "HS70", + "HS71", + "HS73", + "HS74", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS80", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS87", + "HS88", + "HS89", + "HS90", + "HS91", + "HS93", + "HS94", + "HS95", + "HS97", + "HS98", + "HS100", + "HS101", + "HS102", + "HS103", + "HS104", + "HS107", + "HS108", + "HS110", + "HS111" + ], + "validation_samples": [ + "HS20", + "HS43", + "HS55", + "HS60", + "HS62", + "HS105", + "HS106" + ], + "test_samples": [ + "HS2", + "HS12", + "HS16", + "HS17", + "HS21", + "HS35", + "HS36", + "HS39", + "HS44", + "HS46", + "HS47", + "HS48", + "HS51", + "HS56", + "HS57", + "HS65", + "HS68", + "HS72", + "HS84", + "HS92", + "HS96", + "HS109" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold1/test_raw.npz", + "mode": "lora", + "rank": 64, + "alpha": 64.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "f64c30e0d9cd130f95402573ee1b53826b57447fb3d7e8de727481c86f243d9d", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/lora_r64/fold1" + }, + { + "id": "cv/immicro/real_full/fold1", + "family": "cv", + "cohort": "immicro", + "fold": 1, + "old_arm": "real_full", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold1/real_full/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold1/real_full/RUN.json", + "sha256": "9b785b5b007c98a529b794939c9d76a1b3314370049a57a82a2d54f5e2257417" + }, + "train_samples": [ + "HS1", + "HS3", + "HS4", + "HS6", + "HS7", + "HS8", + "HS9", + "HS10", + "HS11", + "HS13", + "HS14", + "HS15", + "HS18", + "HS19", + "HS23", + "HS24", + "HS25", + "HS26", + "HS27", + "HS28", + "HS29", + "HS30", + "HS31", + "HS32", + "HS34", + "HS37", + "HS38", + "HS40", + "HS41", + "HS42", + "HS45", + "HS49", + "HS50", + "HS52", + "HS53", + "HS54", + "HS58", + "HS59", + "HS61", + "HS63", + "HS64", + "HS66", + "HS67", + "HS69", + "HS70", + "HS71", + "HS73", + "HS74", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS80", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS87", + "HS88", + "HS89", + "HS90", + "HS91", + "HS93", + "HS94", + "HS95", + "HS97", + "HS98", + "HS100", + "HS101", + "HS102", + "HS103", + "HS104", + "HS107", + "HS108", + "HS110", + "HS111" + ], + "validation_samples": [ + "HS20", + "HS43", + "HS55", + "HS60", + "HS62", + "HS105", + "HS106" + ], + "test_samples": [ + "HS2", + "HS12", + "HS16", + "HS17", + "HS21", + "HS35", + "HS36", + "HS39", + "HS44", + "HS46", + "HS47", + "HS48", + "HS51", + "HS56", + "HS57", + "HS65", + "HS68", + "HS72", + "HS84", + "HS92", + "HS96", + "HS109" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold1/test_raw.npz", + "mode": "full", + "rank": 16, + "alpha": 16.0, + "lr": 5e-05, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "f64c30e0d9cd130f95402573ee1b53826b57447fb3d7e8de727481c86f243d9d", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/real_full/fold1" + }, + { + "id": "cv/immicro/real_lora/fold2", + "family": "cv", + "cohort": "immicro", + "fold": 2, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold2/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold2/real_lora/RUN.json", + "sha256": "8bffafdb6045bf89f7dc6c03be6b25a6b181f93a9ff6f3bc11f28de3426e2d0e" + }, + "train_samples": [ + "HS1", + "HS2", + "HS3", + "HS6", + "HS7", + "HS8", + "HS10", + "HS11", + "HS12", + "HS13", + "HS15", + "HS16", + "HS17", + "HS18", + "HS21", + "HS23", + "HS27", + "HS28", + "HS29", + "HS30", + "HS31", + "HS34", + "HS35", + "HS38", + "HS39", + "HS40", + "HS41", + "HS44", + "HS45", + "HS47", + "HS48", + "HS49", + "HS51", + "HS52", + "HS53", + "HS54", + "HS56", + "HS57", + "HS58", + "HS60", + "HS61", + "HS63", + "HS64", + "HS65", + "HS66", + "HS68", + "HS69", + "HS70", + "HS72", + "HS74", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS81", + "HS83", + "HS84", + "HS85", + "HS86", + "HS87", + "HS88", + "HS89", + "HS90", + "HS92", + "HS93", + "HS94", + "HS95", + "HS96", + "HS97", + "HS98", + "HS100", + "HS101", + "HS103", + "HS104", + "HS106", + "HS107", + "HS109", + "HS110" + ], + "validation_samples": [ + "HS4", + "HS20", + "HS36", + "HS37", + "HS46", + "HS62", + "HS82" + ], + "test_samples": [ + "HS9", + "HS14", + "HS19", + "HS24", + "HS25", + "HS26", + "HS32", + "HS42", + "HS43", + "HS50", + "HS55", + "HS59", + "HS67", + "HS71", + "HS73", + "HS80", + "HS91", + "HS102", + "HS105", + "HS108", + "HS111" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold2/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "35792517469285bed0fd17595441952e8f1880f63022e10db66e74dc36cd585f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/real_lora/fold2" + }, + { + "id": "cv/immicro/lora_r4/fold2", + "family": "cv", + "cohort": "immicro", + "fold": 2, + "old_arm": "lora_r4", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold2/lora_r4/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold2/lora_r4/RUN.json", + "sha256": "63dc7fe0a513d7073de412c32595ddfdc843f826a7ba6e22125b027fb05ec8b0" + }, + "train_samples": [ + "HS1", + "HS2", + "HS3", + "HS6", + "HS7", + "HS8", + "HS10", + "HS11", + "HS12", + "HS13", + "HS15", + "HS16", + "HS17", + "HS18", + "HS21", + "HS23", + "HS27", + "HS28", + "HS29", + "HS30", + "HS31", + "HS34", + "HS35", + "HS38", + "HS39", + "HS40", + "HS41", + "HS44", + "HS45", + "HS47", + "HS48", + "HS49", + "HS51", + "HS52", + "HS53", + "HS54", + "HS56", + "HS57", + "HS58", + "HS60", + "HS61", + "HS63", + "HS64", + "HS65", + "HS66", + "HS68", + "HS69", + "HS70", + "HS72", + "HS74", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS81", + "HS83", + "HS84", + "HS85", + "HS86", + "HS87", + "HS88", + "HS89", + "HS90", + "HS92", + "HS93", + "HS94", + "HS95", + "HS96", + "HS97", + "HS98", + "HS100", + "HS101", + "HS103", + "HS104", + "HS106", + "HS107", + "HS109", + "HS110" + ], + "validation_samples": [ + "HS4", + "HS20", + "HS36", + "HS37", + "HS46", + "HS62", + "HS82" + ], + "test_samples": [ + "HS9", + "HS14", + "HS19", + "HS24", + "HS25", + "HS26", + "HS32", + "HS42", + "HS43", + "HS50", + "HS55", + "HS59", + "HS67", + "HS71", + "HS73", + "HS80", + "HS91", + "HS102", + "HS105", + "HS108", + "HS111" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold2/test_raw.npz", + "mode": "lora", + "rank": 4, + "alpha": 4.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "35792517469285bed0fd17595441952e8f1880f63022e10db66e74dc36cd585f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/lora_r4/fold2" + }, + { + "id": "cv/immicro/lora_r64/fold2", + "family": "cv", + "cohort": "immicro", + "fold": 2, + "old_arm": "lora_r64", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold2/lora_r64/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold2/lora_r64/RUN.json", + "sha256": "9f2e00ec01d939e9c7f8899697f94c32c4478e9f678770860e3c1d36aa0820bd" + }, + "train_samples": [ + "HS1", + "HS2", + "HS3", + "HS6", + "HS7", + "HS8", + "HS10", + "HS11", + "HS12", + "HS13", + "HS15", + "HS16", + "HS17", + "HS18", + "HS21", + "HS23", + "HS27", + "HS28", + "HS29", + "HS30", + "HS31", + "HS34", + "HS35", + "HS38", + "HS39", + "HS40", + "HS41", + "HS44", + "HS45", + "HS47", + "HS48", + "HS49", + "HS51", + "HS52", + "HS53", + "HS54", + "HS56", + "HS57", + "HS58", + "HS60", + "HS61", + "HS63", + "HS64", + "HS65", + "HS66", + "HS68", + "HS69", + "HS70", + "HS72", + "HS74", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS81", + "HS83", + "HS84", + "HS85", + "HS86", + "HS87", + "HS88", + "HS89", + "HS90", + "HS92", + "HS93", + "HS94", + "HS95", + "HS96", + "HS97", + "HS98", + "HS100", + "HS101", + "HS103", + "HS104", + "HS106", + "HS107", + "HS109", + "HS110" + ], + "validation_samples": [ + "HS4", + "HS20", + "HS36", + "HS37", + "HS46", + "HS62", + "HS82" + ], + "test_samples": [ + "HS9", + "HS14", + "HS19", + "HS24", + "HS25", + "HS26", + "HS32", + "HS42", + "HS43", + "HS50", + "HS55", + "HS59", + "HS67", + "HS71", + "HS73", + "HS80", + "HS91", + "HS102", + "HS105", + "HS108", + "HS111" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold2/test_raw.npz", + "mode": "lora", + "rank": 64, + "alpha": 64.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "35792517469285bed0fd17595441952e8f1880f63022e10db66e74dc36cd585f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/lora_r64/fold2" + }, + { + "id": "cv/immicro/real_full/fold2", + "family": "cv", + "cohort": "immicro", + "fold": 2, + "old_arm": "real_full", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold2/real_full/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold2/real_full/RUN.json", + "sha256": "cbe286d62b9f88ce6e2ed948ccfb79c66a0f470a0e9665a09b96f8b3dcba9882" + }, + "train_samples": [ + "HS1", + "HS2", + "HS3", + "HS6", + "HS7", + "HS8", + "HS10", + "HS11", + "HS12", + "HS13", + "HS15", + "HS16", + "HS17", + "HS18", + "HS21", + "HS23", + "HS27", + "HS28", + "HS29", + "HS30", + "HS31", + "HS34", + "HS35", + "HS38", + "HS39", + "HS40", + "HS41", + "HS44", + "HS45", + "HS47", + "HS48", + "HS49", + "HS51", + "HS52", + "HS53", + "HS54", + "HS56", + "HS57", + "HS58", + "HS60", + "HS61", + "HS63", + "HS64", + "HS65", + "HS66", + "HS68", + "HS69", + "HS70", + "HS72", + "HS74", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS81", + "HS83", + "HS84", + "HS85", + "HS86", + "HS87", + "HS88", + "HS89", + "HS90", + "HS92", + "HS93", + "HS94", + "HS95", + "HS96", + "HS97", + "HS98", + "HS100", + "HS101", + "HS103", + "HS104", + "HS106", + "HS107", + "HS109", + "HS110" + ], + "validation_samples": [ + "HS4", + "HS20", + "HS36", + "HS37", + "HS46", + "HS62", + "HS82" + ], + "test_samples": [ + "HS9", + "HS14", + "HS19", + "HS24", + "HS25", + "HS26", + "HS32", + "HS42", + "HS43", + "HS50", + "HS55", + "HS59", + "HS67", + "HS71", + "HS73", + "HS80", + "HS91", + "HS102", + "HS105", + "HS108", + "HS111" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold2/test_raw.npz", + "mode": "full", + "rank": 16, + "alpha": 16.0, + "lr": 5e-05, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "35792517469285bed0fd17595441952e8f1880f63022e10db66e74dc36cd585f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/real_full/fold2" + }, + { + "id": "cv/immicro/real_lora/fold3", + "family": "cv", + "cohort": "immicro", + "fold": 3, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold3/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold3/real_lora/RUN.json", + "sha256": "ba55c51c487b5a1bf53ab9bc23f502038af352460d3d2f3a0c1e285757ede387" + }, + "train_samples": [ + "HS2", + "HS6", + "HS7", + "HS8", + "HS9", + "HS11", + "HS12", + "HS13", + "HS14", + "HS16", + "HS17", + "HS18", + "HS19", + "HS20", + "HS21", + "HS24", + "HS25", + "HS26", + "HS27", + "HS31", + "HS32", + "HS34", + "HS35", + "HS36", + "HS38", + "HS39", + "HS41", + "HS42", + "HS43", + "HS44", + "HS46", + "HS47", + "HS48", + "HS50", + "HS51", + "HS52", + "HS54", + "HS55", + "HS56", + "HS58", + "HS59", + "HS60", + "HS64", + "HS65", + "HS66", + "HS67", + "HS68", + "HS70", + "HS71", + "HS72", + "HS73", + "HS74", + "HS75", + "HS76", + "HS77", + "HS80", + "HS81", + "HS82", + "HS83", + "HS84", + "HS85", + "HS86", + "HS87", + "HS88", + "HS91", + "HS92", + "HS93", + "HS94", + "HS96", + "HS97", + "HS98", + "HS102", + "HS103", + "HS104", + "HS105", + "HS107", + "HS108", + "HS109", + "HS111" + ], + "validation_samples": [ + "HS3", + "HS28", + "HS37", + "HS45", + "HS57", + "HS95", + "HS101" + ], + "test_samples": [ + "HS1", + "HS4", + "HS10", + "HS15", + "HS23", + "HS29", + "HS30", + "HS40", + "HS49", + "HS53", + "HS61", + "HS62", + "HS63", + "HS69", + "HS78", + "HS79", + "HS89", + "HS90", + "HS100", + "HS106", + "HS110" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold3/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "dce8858d52803f436b448466b5619f696cb6df84bb2051772a78d792f089669b", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/real_lora/fold3" + }, + { + "id": "cv/immicro/lora_r4/fold3", + "family": "cv", + "cohort": "immicro", + "fold": 3, + "old_arm": "lora_r4", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold3/lora_r4/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold3/lora_r4/RUN.json", + "sha256": "0c2dbc1d3d75ad4f86fe06c706723778a160dc4680dd811ef8227cfd33fbe8db" + }, + "train_samples": [ + "HS2", + "HS6", + "HS7", + "HS8", + "HS9", + "HS11", + "HS12", + "HS13", + "HS14", + "HS16", + "HS17", + "HS18", + "HS19", + "HS20", + "HS21", + "HS24", + "HS25", + "HS26", + "HS27", + "HS31", + "HS32", + "HS34", + "HS35", + "HS36", + "HS38", + "HS39", + "HS41", + "HS42", + "HS43", + "HS44", + "HS46", + "HS47", + "HS48", + "HS50", + "HS51", + "HS52", + "HS54", + "HS55", + "HS56", + "HS58", + "HS59", + "HS60", + "HS64", + "HS65", + "HS66", + "HS67", + "HS68", + "HS70", + "HS71", + "HS72", + "HS73", + "HS74", + "HS75", + "HS76", + "HS77", + "HS80", + "HS81", + "HS82", + "HS83", + "HS84", + "HS85", + "HS86", + "HS87", + "HS88", + "HS91", + "HS92", + "HS93", + "HS94", + "HS96", + "HS97", + "HS98", + "HS102", + "HS103", + "HS104", + "HS105", + "HS107", + "HS108", + "HS109", + "HS111" + ], + "validation_samples": [ + "HS3", + "HS28", + "HS37", + "HS45", + "HS57", + "HS95", + "HS101" + ], + "test_samples": [ + "HS1", + "HS4", + "HS10", + "HS15", + "HS23", + "HS29", + "HS30", + "HS40", + "HS49", + "HS53", + "HS61", + "HS62", + "HS63", + "HS69", + "HS78", + "HS79", + "HS89", + "HS90", + "HS100", + "HS106", + "HS110" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold3/test_raw.npz", + "mode": "lora", + "rank": 4, + "alpha": 4.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "dce8858d52803f436b448466b5619f696cb6df84bb2051772a78d792f089669b", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/lora_r4/fold3" + }, + { + "id": "cv/immicro/lora_r64/fold3", + "family": "cv", + "cohort": "immicro", + "fold": 3, + "old_arm": "lora_r64", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold3/lora_r64/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold3/lora_r64/RUN.json", + "sha256": "e4f6db1bd1178570e83668ccedcdb8a50507b9374bb948d5610fbc6c27a11936" + }, + "train_samples": [ + "HS2", + "HS6", + "HS7", + "HS8", + "HS9", + "HS11", + "HS12", + "HS13", + "HS14", + "HS16", + "HS17", + "HS18", + "HS19", + "HS20", + "HS21", + "HS24", + "HS25", + "HS26", + "HS27", + "HS31", + "HS32", + "HS34", + "HS35", + "HS36", + "HS38", + "HS39", + "HS41", + "HS42", + "HS43", + "HS44", + "HS46", + "HS47", + "HS48", + "HS50", + "HS51", + "HS52", + "HS54", + "HS55", + "HS56", + "HS58", + "HS59", + "HS60", + "HS64", + "HS65", + "HS66", + "HS67", + "HS68", + "HS70", + "HS71", + "HS72", + "HS73", + "HS74", + "HS75", + "HS76", + "HS77", + "HS80", + "HS81", + "HS82", + "HS83", + "HS84", + "HS85", + "HS86", + "HS87", + "HS88", + "HS91", + "HS92", + "HS93", + "HS94", + "HS96", + "HS97", + "HS98", + "HS102", + "HS103", + "HS104", + "HS105", + "HS107", + "HS108", + "HS109", + "HS111" + ], + "validation_samples": [ + "HS3", + "HS28", + "HS37", + "HS45", + "HS57", + "HS95", + "HS101" + ], + "test_samples": [ + "HS1", + "HS4", + "HS10", + "HS15", + "HS23", + "HS29", + "HS30", + "HS40", + "HS49", + "HS53", + "HS61", + "HS62", + "HS63", + "HS69", + "HS78", + "HS79", + "HS89", + "HS90", + "HS100", + "HS106", + "HS110" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold3/test_raw.npz", + "mode": "lora", + "rank": 64, + "alpha": 64.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "dce8858d52803f436b448466b5619f696cb6df84bb2051772a78d792f089669b", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/lora_r64/fold3" + }, + { + "id": "cv/immicro/real_full/fold3", + "family": "cv", + "cohort": "immicro", + "fold": 3, + "old_arm": "real_full", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold3/real_full/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold3/real_full/RUN.json", + "sha256": "9b97af2eb93f06bb0bc1e196dce4a5bf1c8f1183b83b9aface44ed066b2b4a55" + }, + "train_samples": [ + "HS2", + "HS6", + "HS7", + "HS8", + "HS9", + "HS11", + "HS12", + "HS13", + "HS14", + "HS16", + "HS17", + "HS18", + "HS19", + "HS20", + "HS21", + "HS24", + "HS25", + "HS26", + "HS27", + "HS31", + "HS32", + "HS34", + "HS35", + "HS36", + "HS38", + "HS39", + "HS41", + "HS42", + "HS43", + "HS44", + "HS46", + "HS47", + "HS48", + "HS50", + "HS51", + "HS52", + "HS54", + "HS55", + "HS56", + "HS58", + "HS59", + "HS60", + "HS64", + "HS65", + "HS66", + "HS67", + "HS68", + "HS70", + "HS71", + "HS72", + "HS73", + "HS74", + "HS75", + "HS76", + "HS77", + "HS80", + "HS81", + "HS82", + "HS83", + "HS84", + "HS85", + "HS86", + "HS87", + "HS88", + "HS91", + "HS92", + "HS93", + "HS94", + "HS96", + "HS97", + "HS98", + "HS102", + "HS103", + "HS104", + "HS105", + "HS107", + "HS108", + "HS109", + "HS111" + ], + "validation_samples": [ + "HS3", + "HS28", + "HS37", + "HS45", + "HS57", + "HS95", + "HS101" + ], + "test_samples": [ + "HS1", + "HS4", + "HS10", + "HS15", + "HS23", + "HS29", + "HS30", + "HS40", + "HS49", + "HS53", + "HS61", + "HS62", + "HS63", + "HS69", + "HS78", + "HS79", + "HS89", + "HS90", + "HS100", + "HS106", + "HS110" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold3/test_raw.npz", + "mode": "full", + "rank": 16, + "alpha": 16.0, + "lr": 5e-05, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "dce8858d52803f436b448466b5619f696cb6df84bb2051772a78d792f089669b", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/real_full/fold3" + }, + { + "id": "cv/immicro/real_lora/fold4", + "family": "cv", + "cohort": "immicro", + "fold": 4, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold4/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold4/real_lora/RUN.json", + "sha256": "0ccc2f86752cbde21307e110303358dfd75ae9d38d230bcb108b5121921d6fed" + }, + "train_samples": [ + "HS1", + "HS2", + "HS3", + "HS4", + "HS6", + "HS7", + "HS9", + "HS10", + "HS12", + "HS13", + "HS14", + "HS15", + "HS16", + "HS17", + "HS18", + "HS19", + "HS21", + "HS24", + "HS25", + "HS26", + "HS29", + "HS30", + "HS31", + "HS32", + "HS35", + "HS36", + "HS37", + "HS39", + "HS40", + "HS42", + "HS43", + "HS44", + "HS46", + "HS47", + "HS48", + "HS49", + "HS50", + "HS51", + "HS52", + "HS53", + "HS55", + "HS57", + "HS58", + "HS59", + "HS60", + "HS61", + "HS63", + "HS65", + "HS66", + "HS67", + "HS68", + "HS69", + "HS71", + "HS73", + "HS78", + "HS79", + "HS80", + "HS81", + "HS82", + "HS83", + "HS84", + "HS85", + "HS89", + "HS90", + "HS91", + "HS92", + "HS95", + "HS96", + "HS98", + "HS100", + "HS101", + "HS102", + "HS105", + "HS106", + "HS107", + "HS108", + "HS109", + "HS110", + "HS111" + ], + "validation_samples": [ + "HS23", + "HS34", + "HS38", + "HS56", + "HS62", + "HS72", + "HS86" + ], + "test_samples": [ + "HS8", + "HS11", + "HS20", + "HS27", + "HS28", + "HS41", + "HS45", + "HS54", + "HS64", + "HS70", + "HS74", + "HS75", + "HS76", + "HS77", + "HS87", + "HS88", + "HS93", + "HS94", + "HS97", + "HS103", + "HS104" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold4/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "9e0a41119111a870b011b94fad6a53480b59eac0a709c61f0f314f74d8f201b8", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/real_lora/fold4" + }, + { + "id": "cv/immicro/lora_r4/fold4", + "family": "cv", + "cohort": "immicro", + "fold": 4, + "old_arm": "lora_r4", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold4/lora_r4/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold4/lora_r4/RUN.json", + "sha256": "28d094481afaf0db962de97aa5616ffb0ccf5a1f67538c0b93dcf60e7a73a1c4" + }, + "train_samples": [ + "HS1", + "HS2", + "HS3", + "HS4", + "HS6", + "HS7", + "HS9", + "HS10", + "HS12", + "HS13", + "HS14", + "HS15", + "HS16", + "HS17", + "HS18", + "HS19", + "HS21", + "HS24", + "HS25", + "HS26", + "HS29", + "HS30", + "HS31", + "HS32", + "HS35", + "HS36", + "HS37", + "HS39", + "HS40", + "HS42", + "HS43", + "HS44", + "HS46", + "HS47", + "HS48", + "HS49", + "HS50", + "HS51", + "HS52", + "HS53", + "HS55", + "HS57", + "HS58", + "HS59", + "HS60", + "HS61", + "HS63", + "HS65", + "HS66", + "HS67", + "HS68", + "HS69", + "HS71", + "HS73", + "HS78", + "HS79", + "HS80", + "HS81", + "HS82", + "HS83", + "HS84", + "HS85", + "HS89", + "HS90", + "HS91", + "HS92", + "HS95", + "HS96", + "HS98", + "HS100", + "HS101", + "HS102", + "HS105", + "HS106", + "HS107", + "HS108", + "HS109", + "HS110", + "HS111" + ], + "validation_samples": [ + "HS23", + "HS34", + "HS38", + "HS56", + "HS62", + "HS72", + "HS86" + ], + "test_samples": [ + "HS8", + "HS11", + "HS20", + "HS27", + "HS28", + "HS41", + "HS45", + "HS54", + "HS64", + "HS70", + "HS74", + "HS75", + "HS76", + "HS77", + "HS87", + "HS88", + "HS93", + "HS94", + "HS97", + "HS103", + "HS104" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold4/test_raw.npz", + "mode": "lora", + "rank": 4, + "alpha": 4.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "9e0a41119111a870b011b94fad6a53480b59eac0a709c61f0f314f74d8f201b8", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/lora_r4/fold4" + }, + { + "id": "cv/immicro/lora_r64/fold4", + "family": "cv", + "cohort": "immicro", + "fold": 4, + "old_arm": "lora_r64", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold4/lora_r64/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold4/lora_r64/RUN.json", + "sha256": "9a81cb42ae97c17513200d6ac53de89e6cb5c404640113e64439e145a847e0f6" + }, + "train_samples": [ + "HS1", + "HS2", + "HS3", + "HS4", + "HS6", + "HS7", + "HS9", + "HS10", + "HS12", + "HS13", + "HS14", + "HS15", + "HS16", + "HS17", + "HS18", + "HS19", + "HS21", + "HS24", + "HS25", + "HS26", + "HS29", + "HS30", + "HS31", + "HS32", + "HS35", + "HS36", + "HS37", + "HS39", + "HS40", + "HS42", + "HS43", + "HS44", + "HS46", + "HS47", + "HS48", + "HS49", + "HS50", + "HS51", + "HS52", + "HS53", + "HS55", + "HS57", + "HS58", + "HS59", + "HS60", + "HS61", + "HS63", + "HS65", + "HS66", + "HS67", + "HS68", + "HS69", + "HS71", + "HS73", + "HS78", + "HS79", + "HS80", + "HS81", + "HS82", + "HS83", + "HS84", + "HS85", + "HS89", + "HS90", + "HS91", + "HS92", + "HS95", + "HS96", + "HS98", + "HS100", + "HS101", + "HS102", + "HS105", + "HS106", + "HS107", + "HS108", + "HS109", + "HS110", + "HS111" + ], + "validation_samples": [ + "HS23", + "HS34", + "HS38", + "HS56", + "HS62", + "HS72", + "HS86" + ], + "test_samples": [ + "HS8", + "HS11", + "HS20", + "HS27", + "HS28", + "HS41", + "HS45", + "HS54", + "HS64", + "HS70", + "HS74", + "HS75", + "HS76", + "HS77", + "HS87", + "HS88", + "HS93", + "HS94", + "HS97", + "HS103", + "HS104" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold4/test_raw.npz", + "mode": "lora", + "rank": 64, + "alpha": 64.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "9e0a41119111a870b011b94fad6a53480b59eac0a709c61f0f314f74d8f201b8", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/lora_r64/fold4" + }, + { + "id": "cv/immicro/real_full/fold4", + "family": "cv", + "cohort": "immicro", + "fold": 4, + "old_arm": "real_full", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold4/real_full/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold4/real_full/RUN.json", + "sha256": "cc6b00dfb5eb58c12d0fe59d53a48931aa041fc01292ca5519d904edeebf7ece" + }, + "train_samples": [ + "HS1", + "HS2", + "HS3", + "HS4", + "HS6", + "HS7", + "HS9", + "HS10", + "HS12", + "HS13", + "HS14", + "HS15", + "HS16", + "HS17", + "HS18", + "HS19", + "HS21", + "HS24", + "HS25", + "HS26", + "HS29", + "HS30", + "HS31", + "HS32", + "HS35", + "HS36", + "HS37", + "HS39", + "HS40", + "HS42", + "HS43", + "HS44", + "HS46", + "HS47", + "HS48", + "HS49", + "HS50", + "HS51", + "HS52", + "HS53", + "HS55", + "HS57", + "HS58", + "HS59", + "HS60", + "HS61", + "HS63", + "HS65", + "HS66", + "HS67", + "HS68", + "HS69", + "HS71", + "HS73", + "HS78", + "HS79", + "HS80", + "HS81", + "HS82", + "HS83", + "HS84", + "HS85", + "HS89", + "HS90", + "HS91", + "HS92", + "HS95", + "HS96", + "HS98", + "HS100", + "HS101", + "HS102", + "HS105", + "HS106", + "HS107", + "HS108", + "HS109", + "HS110", + "HS111" + ], + "validation_samples": [ + "HS23", + "HS34", + "HS38", + "HS56", + "HS62", + "HS72", + "HS86" + ], + "test_samples": [ + "HS8", + "HS11", + "HS20", + "HS27", + "HS28", + "HS41", + "HS45", + "HS54", + "HS64", + "HS70", + "HS74", + "HS75", + "HS76", + "HS77", + "HS87", + "HS88", + "HS93", + "HS94", + "HS97", + "HS103", + "HS104" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fold4/test_raw.npz", + "mode": "full", + "rank": 16, + "alpha": 16.0, + "lr": 5e-05, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "9e0a41119111a870b011b94fad6a53480b59eac0a709c61f0f314f74d8f201b8", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/immicro/real_full/fold4" + }, + { + "id": "legacy5/immicro/draw0", + "family": "legacy5", + "cohort": "immicro", + "draw": 0, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fewshot_n5/draw0/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fewshot_n5/draw0/lora/RUN.json", + "sha256": "13b3e33f07d24dc9150fd5e5e1ec88919c2627e14116c76c166537a2db8fe464" + }, + "adapter_alias": null, + "train_samples": [ + "HS27", + "HS45", + "HS54", + "HS73", + "HS74" + ], + "train_donors": [ + "HS27", + "HS45", + "HS54", + "HS73", + "HS74" + ], + "validation_samples": [], + "test_samples": [ + "HS1", + "HS2", + "HS3", + "HS4", + "HS6", + "HS7", + "HS8", + "HS9", + "HS10", + "HS11", + "HS12", + "HS13", + "HS14", + "HS15", + "HS16", + "HS17", + "HS18", + "HS19", + "HS20", + "HS21", + "HS23", + "HS24", + "HS25", + "HS26", + "HS28", + "HS29", + "HS30", + "HS31", + "HS32", + "HS34", + "HS35", + "HS36", + "HS37", + "HS38", + "HS39", + "HS40", + "HS41", + "HS42", + "HS43", + "HS44", + "HS46", + "HS47", + "HS48", + "HS49", + "HS50", + "HS51", + "HS52", + "HS53", + "HS55", + "HS56", + "HS57", + "HS58", + "HS59", + "HS60", + "HS61", + "HS62", + "HS63", + "HS64", + "HS65", + "HS66", + "HS67", + "HS68", + "HS69", + "HS70", + "HS71", + "HS72", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS80", + "HS81", + "HS82", + "HS83", + "HS84", + "HS85", + "HS86", + "HS87", + "HS88", + "HS89", + "HS90", + "HS91", + "HS92", + "HS93", + "HS94", + "HS95", + "HS96", + "HS97", + "HS98", + "HS100", + "HS101", + "HS102", + "HS103", + "HS104", + "HS105", + "HS106", + "HS107", + "HS108", + "HS109", + "HS110", + "HS111" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fewshot_n5/draw0/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/fewshot_n5/draw0/summary.json", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "25588c979cd104e1b950542b66e04b0b1fdc51aea688691c6402f35011b93062", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/immicro/draw0" + }, + { + "id": "legacy5/immicro/draw1", + "family": "legacy5", + "cohort": "immicro", + "draw": 1, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fewshot_n5/draw1/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fewshot_n5/draw1/lora/RUN.json", + "sha256": "4f75c55b6c69a307f7a227e4afa1aff429f1508147e53285701881b39225bf4d" + }, + "adapter_alias": null, + "train_samples": [ + "HS13", + "HS16", + "HS58", + "HS70", + "HS77" + ], + "train_donors": [ + "HS13", + "HS16", + "HS58", + "HS70", + "HS77" + ], + "validation_samples": [], + "test_samples": [ + "HS1", + "HS2", + "HS3", + "HS4", + "HS6", + "HS7", + "HS8", + "HS9", + "HS10", + "HS11", + "HS12", + "HS14", + "HS15", + "HS17", + "HS18", + "HS19", + "HS20", + "HS21", + "HS23", + "HS24", + "HS25", + "HS26", + "HS27", + "HS28", + "HS29", + "HS30", + "HS31", + "HS32", + "HS34", + "HS35", + "HS36", + "HS37", + "HS38", + "HS39", + "HS40", + "HS41", + "HS42", + "HS43", + "HS44", + "HS45", + "HS46", + "HS47", + "HS48", + "HS49", + "HS50", + "HS51", + "HS52", + "HS53", + "HS54", + "HS55", + "HS56", + "HS57", + "HS59", + "HS60", + "HS61", + "HS62", + "HS63", + "HS64", + "HS65", + "HS66", + "HS67", + "HS68", + "HS69", + "HS71", + "HS72", + "HS73", + "HS74", + "HS75", + "HS76", + "HS78", + "HS79", + "HS80", + "HS81", + "HS82", + "HS83", + "HS84", + "HS85", + "HS86", + "HS87", + "HS88", + "HS89", + "HS90", + "HS91", + "HS92", + "HS93", + "HS94", + "HS95", + "HS96", + "HS97", + "HS98", + "HS100", + "HS101", + "HS102", + "HS103", + "HS104", + "HS105", + "HS106", + "HS107", + "HS108", + "HS109", + "HS110", + "HS111" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fewshot_n5/draw1/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/fewshot_n5/draw1/summary.json", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "01e7e8584abb7828ddc920db70138da255c985ff855e1ab7a1eea1ae119d52fc", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/immicro/draw1" + }, + { + "id": "legacy5/immicro/draw2", + "family": "legacy5", + "cohort": "immicro", + "draw": 2, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fewshot_n5/draw2/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fewshot_n5/draw2/lora/RUN.json", + "sha256": "16df5837c4a980b2794b7353246fa55a7f4c14716526f1aab3fa18ee3f0cbd6d" + }, + "adapter_alias": null, + "train_samples": [ + "HS25", + "HS44", + "HS48", + "HS55", + "HS91" + ], + "train_donors": [ + "HS25", + "HS44", + "HS48", + "HS55", + "HS91" + ], + "validation_samples": [], + "test_samples": [ + "HS1", + "HS2", + "HS3", + "HS4", + "HS6", + "HS7", + "HS8", + "HS9", + "HS10", + "HS11", + "HS12", + "HS13", + "HS14", + "HS15", + "HS16", + "HS17", + "HS18", + "HS19", + "HS20", + "HS21", + "HS23", + "HS24", + "HS26", + "HS27", + "HS28", + "HS29", + "HS30", + "HS31", + "HS32", + "HS34", + "HS35", + "HS36", + "HS37", + "HS38", + "HS39", + "HS40", + "HS41", + "HS42", + "HS43", + "HS45", + "HS46", + "HS47", + "HS49", + "HS50", + "HS51", + "HS52", + "HS53", + "HS54", + "HS56", + "HS57", + "HS58", + "HS59", + "HS60", + "HS61", + "HS62", + "HS63", + "HS64", + "HS65", + "HS66", + "HS67", + "HS68", + "HS69", + "HS70", + "HS71", + "HS72", + "HS73", + "HS74", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS80", + "HS81", + "HS82", + "HS83", + "HS84", + "HS85", + "HS86", + "HS87", + "HS88", + "HS89", + "HS90", + "HS92", + "HS93", + "HS94", + "HS95", + "HS96", + "HS97", + "HS98", + "HS100", + "HS101", + "HS102", + "HS103", + "HS104", + "HS105", + "HS106", + "HS107", + "HS108", + "HS109", + "HS110", + "HS111" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fewshot_n5/draw2/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/fewshot_n5/draw2/summary.json", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "508da4e48400f0569416a6fa204680f8fadccdec466c7e5543c8951ba7c30094", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/immicro/draw2" + }, + { + "id": "legacy5/immicro/draw3", + "family": "legacy5", + "cohort": "immicro", + "draw": 3, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fewshot_n5/draw3/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fewshot_n5/draw3/lora/RUN.json", + "sha256": "2ecca19361cacb8c4905adaf2054f1c08045ee6059a6b12e1eb16d9f329353e3" + }, + "adapter_alias": null, + "train_samples": [ + "HS34", + "HS84", + "HS88", + "HS91", + "HS105" + ], + "train_donors": [ + "HS105", + "HS34", + "HS84", + "HS88", + "HS91" + ], + "validation_samples": [], + "test_samples": [ + "HS1", + "HS2", + "HS3", + "HS4", + "HS6", + "HS7", + "HS8", + "HS9", + "HS10", + "HS11", + "HS12", + "HS13", + "HS14", + "HS15", + "HS16", + "HS17", + "HS18", + "HS19", + "HS20", + "HS21", + "HS23", + "HS24", + "HS25", + "HS26", + "HS27", + "HS28", + "HS29", + "HS30", + "HS31", + "HS32", + "HS35", + "HS36", + "HS37", + "HS38", + "HS39", + "HS40", + "HS41", + "HS42", + "HS43", + "HS44", + "HS45", + "HS46", + "HS47", + "HS48", + "HS49", + "HS50", + "HS51", + "HS52", + "HS53", + "HS54", + "HS55", + "HS56", + "HS57", + "HS58", + "HS59", + "HS60", + "HS61", + "HS62", + "HS63", + "HS64", + "HS65", + "HS66", + "HS67", + "HS68", + "HS69", + "HS70", + "HS71", + "HS72", + "HS73", + "HS74", + "HS75", + "HS76", + "HS77", + "HS78", + "HS79", + "HS80", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS87", + "HS89", + "HS90", + "HS92", + "HS93", + "HS94", + "HS95", + "HS96", + "HS97", + "HS98", + "HS100", + "HS101", + "HS102", + "HS103", + "HS104", + "HS106", + "HS107", + "HS108", + "HS109", + "HS110", + "HS111" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fewshot_n5/draw3/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/fewshot_n5/draw3/summary.json", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "f4e1e15e2e6270128e1d3a1441dd92ac0d24c7df8971b28decddf6add7e6e82e", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/immicro/draw3" + }, + { + "id": "legacy5/immicro/draw4", + "family": "legacy5", + "cohort": "immicro", + "draw": 4, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fewshot_n5/draw4/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fewshot_n5/draw4/lora/RUN.json", + "sha256": "52bda86aaade9ba18e4bf1345d75f833cbc86b0aadb6749992ea80eedaee1c58" + }, + "adapter_alias": null, + "train_samples": [ + "HS19", + "HS25", + "HS52", + "HS76", + "HS84" + ], + "train_donors": [ + "HS19", + "HS25", + "HS52", + "HS76", + "HS84" + ], + "validation_samples": [], + "test_samples": [ + "HS1", + "HS2", + "HS3", + "HS4", + "HS6", + "HS7", + "HS8", + "HS9", + "HS10", + "HS11", + "HS12", + "HS13", + "HS14", + "HS15", + "HS16", + "HS17", + "HS18", + "HS20", + "HS21", + "HS23", + "HS24", + "HS26", + "HS27", + "HS28", + "HS29", + "HS30", + "HS31", + "HS32", + "HS34", + "HS35", + "HS36", + "HS37", + "HS38", + "HS39", + "HS40", + "HS41", + "HS42", + "HS43", + "HS44", + "HS45", + "HS46", + "HS47", + "HS48", + "HS49", + "HS50", + "HS51", + "HS53", + "HS54", + "HS55", + "HS56", + "HS57", + "HS58", + "HS59", + "HS60", + "HS61", + "HS62", + "HS63", + "HS64", + "HS65", + "HS66", + "HS67", + "HS68", + "HS69", + "HS70", + "HS71", + "HS72", + "HS73", + "HS74", + "HS75", + "HS77", + "HS78", + "HS79", + "HS80", + "HS81", + "HS82", + "HS83", + "HS85", + "HS86", + "HS87", + "HS88", + "HS89", + "HS90", + "HS91", + "HS92", + "HS93", + "HS94", + "HS95", + "HS96", + "HS97", + "HS98", + "HS100", + "HS101", + "HS102", + "HS103", + "HS104", + "HS105", + "HS106", + "HS107", + "HS108", + "HS109", + "HS110", + "HS111" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/immicro/fewshot_n5/draw4/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/immicro/fewshot_n5/draw4/summary.json", + "condition_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc", + "test_condition_sha256": "e864e90de96eaf6cec21e14dda14021922f00e4c7033786a422b6707ce5808f9", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/immicro/draw4" + }, + { + "id": "cv/ye2026_sepsis/real_lora/fold0", + "family": "cv", + "cohort": "ye2026_sepsis", + "fold": 0, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fold0/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fold0/real_lora/RUN.json", + "sha256": "26645208a70edb1a1bfb2a04090f701ae31dfd1f8709007eaa821b1c59e4e44e" + }, + "train_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS20", + "Abd-PS27", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S156", + "Abd-S42", + "Abd-S51", + "Abd-S54", + "Abd-S57", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC05", + "HC09", + "HC12", + "HC13", + "IC10", + "IC15", + "IC16", + "IC22", + "PHC01", + "PHC02", + "PHC05", + "PIC01", + "PIC02", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS22", + "Res-S125", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S164", + "Res-S166", + "Res-S174", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S40", + "Res-S87", + "Skin-S142", + "Skin-S152", + "Skin-S38", + "Skin-S46", + "Skin-S52", + "Skin-S74", + "Uri-S134", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "validation_samples": [ + "HC16", + "IC19", + "Res-PS26", + "Res-S10", + "Res-S127", + "Res-S136", + "Skin-S43" + ], + "test_samples": [ + "Abd-PS19", + "Abd-PS23", + "Abd-S123", + "Abd-S39", + "Abd-S47", + "Abd-S66", + "HC01", + "HC07", + "IC23", + "PHC03", + "PIC04", + "Res-PS25", + "Res-S139", + "Res-S26", + "Res-S77", + "Skin-S140", + "Uri-S147" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/fold0/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "42353cb2aa66df54d088cb3ca4c3e0d26fccc5cba9cb1fc7df336b254207c679", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/ye2026_sepsis/real_lora/fold0" + }, + { + "id": "cv/ye2026_sepsis/real_lora/fold1", + "family": "cv", + "cohort": "ye2026_sepsis", + "fold": 1, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fold1/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fold1/real_lora/RUN.json", + "sha256": "0ca37a4c830a47e41104b3f890a4c514e08065e537be9cbaf27b0ec1b47070fa" + }, + "train_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S103", + "Abd-S123", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S66", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC07", + "HC09", + "HC12", + "HC16", + "IC10", + "IC15", + "IC19", + "IC23", + "PHC02", + "PHC03", + "PHC05", + "PIC01", + "PIC02", + "PIC04", + "Res-PS02", + "Res-PS03", + "Res-PS16", + "Res-PS25", + "Res-PS26", + "Res-S125", + "Res-S127", + "Res-S136", + "Res-S139", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S164", + "Res-S166", + "Res-S174", + "Res-S177", + "Res-S26", + "Res-S40", + "Res-S77", + "Res-S87", + "Skin-S140", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S74", + "Uri-S134", + "Uri-S147", + "Uri-S20" + ], + "validation_samples": [ + "Abd-S102", + "Abd-S39", + "Abd-S57", + "HC01", + "IC22", + "Res-PS21", + "Uri-S93" + ], + "test_samples": [ + "Abd-PS07", + "Abd-S120", + "Abd-S156", + "HC05", + "HC13", + "IC16", + "PHC01", + "PIC05", + "Res-PS12", + "Res-PS22", + "Res-S10", + "Res-S184", + "Res-S19", + "Skin-S142", + "Skin-S46", + "Skin-S52", + "Uri-S157" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/fold1/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "0b3b83c92a78fec6f73513ef55362018fe886141448b16428fcfdcaa9268d91f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/ye2026_sepsis/real_lora/fold1" + }, + { + "id": "cv/ye2026_sepsis/real_lora/fold2", + "family": "cv", + "cohort": "ye2026_sepsis", + "fold": 2, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fold2/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fold2/real_lora/RUN.json", + "sha256": "23dda0c4fcf054a8dea6cbd3e9b3223b1a59fbc6ea8ae0bb67732c5043d154d0" + }, + "train_samples": [ + "Abd-PS07", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S66", + "Abd-S83", + "HC01", + "HC05", + "HC07", + "HC13", + "HC16", + "IC15", + "IC16", + "IC22", + "PHC01", + "PHC02", + "PHC03", + "PIC01", + "PIC02", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS22", + "Res-PS25", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S136", + "Res-S139", + "Res-S149", + "Res-S164", + "Res-S166", + "Res-S184", + "Res-S26", + "Res-S77", + "Res-S87", + "Skin-S140", + "Skin-S142", + "Skin-S38", + "Skin-S43", + "Skin-S46", + "Skin-S52", + "Uri-S134", + "Uri-S20", + "Uri-S93" + ], + "validation_samples": [ + "Abd-PS19", + "Abd-S98", + "HC12", + "IC23", + "PIC04", + "Res-S19", + "Uri-S147", + "Uri-S157" + ], + "test_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-S57", + "Abd-S79", + "HC09", + "IC10", + "IC19", + "PHC05", + "Res-PS26", + "Res-S146", + "Res-S150", + "Res-S174", + "Res-S177", + "Res-S40", + "Skin-S152", + "Skin-S74" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/fold2/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "f4adcd3dae4b104de68eb0f6046237a19d90745e182faae1ef0fa0be486676c3", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/ye2026_sepsis/real_lora/fold2" + }, + { + "id": "cv/ye2026_sepsis/real_lora/fold3", + "family": "cv", + "cohort": "ye2026_sepsis", + "fold": 3, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fold3/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fold3/real_lora/RUN.json", + "sha256": "7bd72b2bddbb079d33bbe2fffb65f2413306b31210b115b8a71030a7ea8eb709" + }, + "train_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS23", + "Abd-PS27", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S54", + "Abd-S57", + "Abd-S66", + "Abd-S79", + "Abd-S98", + "HC05", + "HC07", + "HC09", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "PHC02", + "PHC03", + "PHC05", + "PIC02", + "PIC04", + "PIC05", + "Res-PS03", + "Res-PS12", + "Res-PS22", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S139", + "Res-S146", + "Res-S164", + "Res-S166", + "Res-S174", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S77", + "Res-S87", + "Skin-S140", + "Skin-S142", + "Skin-S152", + "Skin-S43", + "Skin-S46", + "Skin-S74", + "Uri-S147", + "Uri-S157", + "Uri-S93" + ], + "validation_samples": [ + "Abd-PS20", + "HC01", + "IC23", + "PHC01", + "Res-S127", + "Res-S150", + "Res-S40", + "Skin-S52" + ], + "test_samples": [ + "Abd-S102", + "Abd-S103", + "Abd-S51", + "Abd-S83", + "HC12", + "IC22", + "PIC01", + "Res-PS02", + "Res-PS16", + "Res-PS21", + "Res-S125", + "Res-S136", + "Res-S149", + "Skin-S38", + "Uri-S134", + "Uri-S20" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/fold3/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "44d0ff0a884cd3ceb2791ff244df70fa27b6aca461727a8164a3f1fdcd4b0d51", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/ye2026_sepsis/real_lora/fold3" + }, + { + "id": "cv/ye2026_sepsis/real_lora/fold4", + "family": "cv", + "cohort": "ye2026_sepsis", + "fold": 4, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fold4/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fold4/real_lora/RUN.json", + "sha256": "af2ec13f8ff3061341753ebfd4d7b34db696b446f5993084c829d81e48b0f658" + }, + "train_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS23", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S39", + "Abd-S47", + "Abd-S51", + "Abd-S57", + "Abd-S66", + "Abd-S79", + "Abd-S83", + "HC01", + "HC05", + "HC07", + "HC09", + "HC12", + "IC10", + "IC16", + "IC19", + "IC23", + "PHC01", + "PHC03", + "PHC05", + "PIC01", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS12", + "Res-PS21", + "Res-PS22", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S136", + "Res-S139", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S77", + "Skin-S140", + "Skin-S142", + "Skin-S152", + "Skin-S38", + "Skin-S46", + "Skin-S74", + "Uri-S134", + "Uri-S157", + "Uri-S20" + ], + "validation_samples": [ + "Abd-S156", + "HC13", + "IC22", + "Res-PS16", + "Res-S174", + "Skin-S52", + "Uri-S147" + ], + "test_samples": [ + "Abd-PS20", + "Abd-PS27", + "Abd-S42", + "Abd-S54", + "Abd-S98", + "HC16", + "IC15", + "PHC02", + "PIC02", + "Res-PS03", + "Res-S127", + "Res-S164", + "Res-S166", + "Res-S87", + "Skin-S43", + "Uri-S93" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/fold4/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "a07708cc635f28227107789c20607e4eedef4b9892e34b31e00946d8719a906d", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/ye2026_sepsis/real_lora/fold4" + }, + { + "id": "legacy5/ye2026_sepsis/draw0", + "family": "legacy5", + "cohort": "ye2026_sepsis", + "draw": 0, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fewshot_n5/draw0/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fewshot_n5/draw0/lora/RUN.json", + "sha256": "a91ae615a51646307b01ff8fbbf2d2314a3370b31ae8194122aa4d9e6b24cd44" + }, + "adapter_alias": "strict/ye2026_sepsis/disease/draw0", + "train_samples": [ + "Abd-S66", + "HC07", + "Res-S150", + "Res-S77", + "Skin-S74" + ], + "train_donors": [ + "Abd-S66", + "HC07", + "Res-S150", + "Res-S77", + "Skin-S74" + ], + "validation_samples": [], + "test_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S57", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC09", + "HC12", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "IC23", + "PHC01", + "PHC02", + "PHC03", + "PHC05", + "PIC01", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS22", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S136", + "Res-S139", + "Res-S146", + "Res-S149", + "Res-S164", + "Res-S166", + "Res-S174", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S87", + "Skin-S140", + "Skin-S142", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S46", + "Skin-S52", + "Uri-S134", + "Uri-S147", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/fewshot_n5/draw0/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/fewshot_n5/draw0/summary.json", + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "ae163d5eb1531842e2acea7db21a0a500f7642767566cdc639be42951543bba9", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/ye2026_sepsis/draw0", + "generation_alias": "strict/ye2026_sepsis/disease/draw0" + }, + { + "id": "legacy5/ye2026_sepsis/draw1", + "family": "legacy5", + "cohort": "ye2026_sepsis", + "draw": 1, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fewshot_n5/draw1/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fewshot_n5/draw1/lora/RUN.json", + "sha256": "0369c35b7cd0213bcc9928fe8050146b5df7cc8adfdad737f2e8167f02564e1c" + }, + "adapter_alias": "strict/ye2026_sepsis/disease/draw1", + "train_samples": [ + "HC12", + "Res-S164", + "Res-S166", + "Uri-S134", + "Uri-S147" + ], + "train_donors": [ + "HC12", + "Res-S164", + "Res-S166", + "Uri-S134", + "Uri-S147" + ], + "validation_samples": [], + "test_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S57", + "Abd-S66", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC07", + "HC09", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "IC23", + "PHC01", + "PHC02", + "PHC03", + "PHC05", + "PIC01", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS22", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S136", + "Res-S139", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S174", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S77", + "Res-S87", + "Skin-S140", + "Skin-S142", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S46", + "Skin-S52", + "Skin-S74", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/fewshot_n5/draw1/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/fewshot_n5/draw1/summary.json", + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "d5ec33901bc96fe43baea3d8ade3537ca4850fb8f387917c32cf385e5d83795f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/ye2026_sepsis/draw1", + "generation_alias": "strict/ye2026_sepsis/disease/draw1" + }, + { + "id": "legacy5/ye2026_sepsis/draw2", + "family": "legacy5", + "cohort": "ye2026_sepsis", + "draw": 2, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fewshot_n5/draw2/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fewshot_n5/draw2/lora/RUN.json", + "sha256": "15754ca9e71ada519289ff643f059b608d157c52a25305f3469e81e14e1b83a9" + }, + "adapter_alias": "strict/ye2026_sepsis/disease/draw2", + "train_samples": [ + "PIC01", + "Res-S136", + "Res-S177", + "Res-S77", + "Skin-S74" + ], + "train_donors": [ + "PIC01", + "Res-S136", + "Res-S177", + "Res-S77", + "Skin-S74" + ], + "validation_samples": [], + "test_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S57", + "Abd-S66", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC07", + "HC09", + "HC12", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "IC23", + "PHC01", + "PHC02", + "PHC03", + "PHC05", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS22", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S139", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S164", + "Res-S166", + "Res-S174", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S87", + "Skin-S140", + "Skin-S142", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S46", + "Skin-S52", + "Uri-S134", + "Uri-S147", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/fewshot_n5/draw2/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/fewshot_n5/draw2/summary.json", + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "a7f4df1f36bb0f35a331030f36e42e6b1b6fb02de7471eca430bceceb884b82f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/ye2026_sepsis/draw2", + "generation_alias": "strict/ye2026_sepsis/disease/draw2" + }, + { + "id": "legacy5/ye2026_sepsis/draw3", + "family": "legacy5", + "cohort": "ye2026_sepsis", + "draw": 3, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fewshot_n5/draw3/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fewshot_n5/draw3/lora/RUN.json", + "sha256": "5209794c7fcfadd8bbcb21de8d610464738ddf66ffcd3f8a81659d657117ed8c" + }, + "adapter_alias": "strict/ye2026_sepsis/disease/draw3", + "train_samples": [ + "Abd-S57", + "PHC05", + "Res-S139", + "Res-S174", + "Skin-S142" + ], + "train_donors": [ + "Abd-S57", + "PHC05", + "Res-S139", + "Res-S174", + "Skin-S142" + ], + "validation_samples": [], + "test_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S102", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S66", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC07", + "HC09", + "HC12", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "IC23", + "PHC01", + "PHC02", + "PHC03", + "PIC01", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS22", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S136", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S164", + "Res-S166", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S77", + "Res-S87", + "Skin-S140", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S46", + "Skin-S52", + "Skin-S74", + "Uri-S134", + "Uri-S147", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/fewshot_n5/draw3/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/fewshot_n5/draw3/summary.json", + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "3278dc672b740fbb8ac68faf9fd17229672a8dd5a8d3902bf282a949b7edb1ef", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/ye2026_sepsis/draw3", + "generation_alias": "strict/ye2026_sepsis/disease/draw3" + }, + { + "id": "legacy5/ye2026_sepsis/draw4", + "family": "legacy5", + "cohort": "ye2026_sepsis", + "draw": 4, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fewshot_n5/draw4/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fewshot_n5/draw4/lora/RUN.json", + "sha256": "1a906192fbf8b7df0749e16630e727a7d84a747eabbed020524d2942b4d73a2e" + }, + "adapter_alias": "strict/ye2026_sepsis/disease/draw4", + "train_samples": [ + "Abd-S102", + "IC23", + "Res-PS22", + "Skin-S142", + "Skin-S46" + ], + "train_donors": [ + "Abd-S102", + "IC23", + "Res-PS22", + "Skin-S142", + "Skin-S46" + ], + "validation_samples": [], + "test_samples": [ + "Abd-PS04", + "Abd-PS05", + "Abd-PS07", + "Abd-PS19", + "Abd-PS20", + "Abd-PS23", + "Abd-PS27", + "Abd-S103", + "Abd-S120", + "Abd-S123", + "Abd-S156", + "Abd-S39", + "Abd-S42", + "Abd-S47", + "Abd-S51", + "Abd-S54", + "Abd-S57", + "Abd-S66", + "Abd-S79", + "Abd-S83", + "Abd-S98", + "HC01", + "HC05", + "HC07", + "HC09", + "HC12", + "HC13", + "HC16", + "IC10", + "IC15", + "IC16", + "IC19", + "IC22", + "PHC01", + "PHC02", + "PHC03", + "PHC05", + "PIC01", + "PIC02", + "PIC04", + "PIC05", + "Res-PS02", + "Res-PS03", + "Res-PS12", + "Res-PS16", + "Res-PS21", + "Res-PS25", + "Res-PS26", + "Res-S10", + "Res-S125", + "Res-S127", + "Res-S136", + "Res-S139", + "Res-S146", + "Res-S149", + "Res-S150", + "Res-S164", + "Res-S166", + "Res-S174", + "Res-S177", + "Res-S184", + "Res-S19", + "Res-S26", + "Res-S40", + "Res-S77", + "Res-S87", + "Skin-S140", + "Skin-S152", + "Skin-S38", + "Skin-S43", + "Skin-S52", + "Skin-S74", + "Uri-S134", + "Uri-S147", + "Uri-S157", + "Uri-S20", + "Uri-S93" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ye2026_sepsis/fewshot_n5/draw4/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ye2026_sepsis/fewshot_n5/draw4/summary.json", + "condition_sha256": "ce8b61d7dcd3e62b9e63d52189cfb5bba881f87a661384277a7949a629231cb4", + "test_condition_sha256": "0c8c43a2f8217dfc290e4bcf0e819f9044a0bb39a30fe0a84b93603c2d65170e", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/ye2026_sepsis/draw4", + "generation_alias": "strict/ye2026_sepsis/disease/draw4" + }, + { + "id": "cv/imperial_eskd/real_lora/fold0", + "family": "cv", + "cohort": "imperial_eskd", + "fold": 0, + "old_arm": "real_lora", + "source_run": { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fold0/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fold0/real_lora/RUN.json", + "sha256": "c1db31ec959f757d29998de308647f3556ec90a5a8764118475e2b7c2aa3f5f9" + }, + "train_samples": [ + "C20_1004", + "C20_1404", + "C23_2204", + "C33_1401", + "C33_1601", + "C33_1901", + "C36_1504", + "C36_1704", + "C36_2104", + "C42_1504", + "C42_2204", + "C42_2704", + "C58_1604", + "C58_2501", + "C58_2901", + "C58_0102", + "C58_0402", + "C58_1003", + "C60_2504", + "C69_1804", + "C82_2504", + "C85_2004", + "C93_2104", + "C93_2704", + "C93_0405", + "C103_2204", + "C104_2204", + "C106_2204", + "C113_0605", + "C123_2404", + "C123_2904", + "C123_0505", + "C124_2404", + "C124_2704", + "C124_0105", + "C126_2504", + "C126_3004", + "C126_0605", + "C127_2504", + "C127_0405", + "C127_1105", + "C128_2504", + "C128_0405", + "C128_1105", + "C132_2804", + "C132_0205", + "C132_1105", + "C137_3004", + "C137_2502", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C141_2001", + "C141_2201", + "C141_3001", + "C141_0202", + "C142_3004", + "C147_3004", + "C147_1401", + "C147_1901", + "C152_0405", + "C164_1105", + "C167_1205", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C170_1205", + "C170_2301", + "C170_0202", + "C170_0402", + "C170_0403", + "C187_2605", + "C187_1201", + "C187_1401", + "C187_1901", + "C187_2301", + "C187_2502", + "C193_2605", + "C195_2605", + "C214_2705", + "C234_2805", + "C237_2805", + "C240_2905", + "C246_2905" + ], + "validation_samples": [ + "C31_1304", + "C31_2004", + "C31_2704", + "C40_1504", + "C40_2204", + "C40_0105", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C238_2905", + "C251_2905" + ], + "test_samples": [ + "C21_1004", + "C21_1704", + "C21_2504", + "C34_1404", + "C34_2104", + "C34_2504", + "C63_1704", + "C63_2404", + "C63_2904", + "C65_1704", + "C65_2104", + "C65_2504", + "C101_0601", + "C101_1101", + "C101_1301", + "C101_1801", + "C101_2001", + "C101_2502", + "C108_2204", + "C108_1501", + "C108_1801", + "C108_2201", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C161_1105", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C197_2605", + "C212_2705" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/fold0/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "131ad25e4bff3dfc3e542b9a69bd0c3a4ab9979a14f159788d6df9b024271805", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/imperial_eskd/real_lora/fold0" + }, + { + "id": "cv/imperial_eskd/real_lora/fold1", + "family": "cv", + "cohort": "imperial_eskd", + "fold": 1, + "old_arm": "real_lora", + "source_run": { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fold1/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fold1/real_lora/RUN.json", + "sha256": "2b02ab7cc6d158d3c321db78a57ea3a12d7159207fe2cd17ca662d15167e6e3a" + }, + "train_samples": [ + "C20_1004", + "C20_1404", + "C21_1004", + "C21_1704", + "C21_2504", + "C31_1304", + "C31_2004", + "C31_2704", + "C34_1404", + "C34_2104", + "C34_2504", + "C36_1504", + "C36_1704", + "C36_2104", + "C40_1504", + "C40_2204", + "C40_0105", + "C58_1604", + "C58_2501", + "C58_2901", + "C58_0102", + "C58_0402", + "C58_1003", + "C60_2504", + "C63_1704", + "C63_2404", + "C63_2904", + "C65_1704", + "C65_2104", + "C65_2504", + "C69_1804", + "C82_2504", + "C85_2004", + "C93_2104", + "C93_2704", + "C93_0405", + "C101_0601", + "C101_1101", + "C101_1301", + "C101_1801", + "C101_2001", + "C101_2502", + "C103_2204", + "C108_2204", + "C108_1501", + "C108_1801", + "C108_2201", + "C124_2404", + "C124_2704", + "C124_0105", + "C126_2504", + "C126_3004", + "C126_0605", + "C128_2504", + "C128_0405", + "C128_1105", + "C132_2804", + "C132_0205", + "C132_1105", + "C137_3004", + "C137_2502", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C142_3004", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C147_3004", + "C147_1401", + "C147_1901", + "C161_1105", + "C167_1205", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C187_2605", + "C187_1201", + "C187_1401", + "C187_1901", + "C187_2301", + "C187_2502", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C193_2605", + "C197_2605", + "C212_2705", + "C214_2705", + "C234_2805", + "C237_2805", + "C246_2905" + ], + "validation_samples": [ + "C33_1401", + "C33_1601", + "C33_1901", + "C113_0605", + "C164_1105", + "C170_1205", + "C170_2301", + "C170_0202", + "C170_0402", + "C170_0403", + "C195_2605" + ], + "test_samples": [ + "C23_2204", + "C42_1504", + "C42_2204", + "C42_2704", + "C104_2204", + "C106_2204", + "C123_2404", + "C123_2904", + "C123_0505", + "C127_2504", + "C127_0405", + "C127_1105", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C141_2001", + "C141_2201", + "C141_3001", + "C141_0202", + "C152_0405", + "C238_2905", + "C240_2905", + "C251_2905" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/fold1/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "e5e19d453e39ba25206139a4321e1812d5c6bca9018e68c8a565476b51a275e5", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/imperial_eskd/real_lora/fold1" + }, + { + "id": "cv/imperial_eskd/real_lora/fold2", + "family": "cv", + "cohort": "imperial_eskd", + "fold": 2, + "old_arm": "real_lora", + "source_run": { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fold2/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fold2/real_lora/RUN.json", + "sha256": "88c956eca99751f3970c11cf3f21ec507fae7353a1e1180b8e3979f2994dc66c" + }, + "train_samples": [ + "C20_1004", + "C20_1404", + "C21_1004", + "C21_1704", + "C21_2504", + "C23_2204", + "C34_1404", + "C34_2104", + "C34_2504", + "C36_1504", + "C36_1704", + "C36_2104", + "C40_1504", + "C40_2204", + "C40_0105", + "C42_1504", + "C42_2204", + "C42_2704", + "C58_1604", + "C58_2501", + "C58_2901", + "C58_0102", + "C58_0402", + "C58_1003", + "C60_2504", + "C63_1704", + "C63_2404", + "C63_2904", + "C65_1704", + "C65_2104", + "C65_2504", + "C69_1804", + "C85_2004", + "C101_0601", + "C101_1101", + "C101_1301", + "C101_1801", + "C101_2001", + "C101_2502", + "C104_2204", + "C106_2204", + "C108_2204", + "C108_1501", + "C108_1801", + "C108_2201", + "C113_0605", + "C123_2404", + "C123_2904", + "C123_0505", + "C126_2504", + "C126_3004", + "C126_0605", + "C127_2504", + "C127_0405", + "C127_1105", + "C132_2804", + "C132_0205", + "C132_1105", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C141_2001", + "C141_2201", + "C141_3001", + "C141_0202", + "C142_3004", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C152_0405", + "C161_1105", + "C164_1105", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C170_1205", + "C170_2301", + "C170_0202", + "C170_0402", + "C170_0403", + "C187_2605", + "C187_1201", + "C187_1401", + "C187_1901", + "C187_2301", + "C187_2502", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C195_2605", + "C197_2605", + "C212_2705", + "C214_2705", + "C234_2805", + "C251_2905" + ], + "validation_samples": [ + "C82_2504", + "C93_2104", + "C93_2704", + "C93_0405", + "C237_2805", + "C238_2905", + "C240_2905" + ], + "test_samples": [ + "C31_1304", + "C31_2004", + "C31_2704", + "C33_1401", + "C33_1601", + "C33_1901", + "C103_2204", + "C124_2404", + "C124_2704", + "C124_0105", + "C128_2504", + "C128_0405", + "C128_1105", + "C137_3004", + "C137_2502", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C147_3004", + "C147_1401", + "C147_1901", + "C167_1205", + "C193_2605", + "C246_2905" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/fold2/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "c394f98b927e9788417f5151af520441b9f2b2abfee331298deb9d049e0fa1a7", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/imperial_eskd/real_lora/fold2" + }, + { + "id": "cv/imperial_eskd/real_lora/fold3", + "family": "cv", + "cohort": "imperial_eskd", + "fold": 3, + "old_arm": "real_lora", + "source_run": { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fold3/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fold3/real_lora/RUN.json", + "sha256": "228c185e012002707aac8d04d58e5100106548f708524dff131e42e3e8c5dfb9" + }, + "train_samples": [ + "C20_1004", + "C20_1404", + "C21_1004", + "C21_1704", + "C21_2504", + "C23_2204", + "C31_1304", + "C31_2004", + "C31_2704", + "C34_1404", + "C34_2104", + "C34_2504", + "C36_1504", + "C36_1704", + "C36_2104", + "C40_1504", + "C40_2204", + "C40_0105", + "C42_1504", + "C42_2204", + "C42_2704", + "C58_1604", + "C58_2501", + "C58_2901", + "C58_0102", + "C58_0402", + "C58_1003", + "C63_1704", + "C63_2404", + "C63_2904", + "C82_2504", + "C93_2104", + "C93_2704", + "C93_0405", + "C101_0601", + "C101_1101", + "C101_1301", + "C101_1801", + "C101_2001", + "C101_2502", + "C103_2204", + "C104_2204", + "C106_2204", + "C108_2204", + "C108_1501", + "C108_1801", + "C108_2201", + "C123_2404", + "C123_2904", + "C123_0505", + "C124_2404", + "C124_2704", + "C124_0105", + "C127_2504", + "C127_0405", + "C127_1105", + "C128_2504", + "C128_0405", + "C128_1105", + "C137_3004", + "C137_2502", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C141_2001", + "C141_2201", + "C141_3001", + "C141_0202", + "C142_3004", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C147_3004", + "C147_1401", + "C147_1901", + "C152_0405", + "C167_1205", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C193_2605", + "C197_2605", + "C212_2705", + "C214_2705", + "C234_2805", + "C238_2905", + "C240_2905", + "C246_2905", + "C251_2905" + ], + "validation_samples": [ + "C33_1401", + "C33_1601", + "C33_1901", + "C65_1704", + "C65_2104", + "C65_2504", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C161_1105", + "C187_2605", + "C187_1201", + "C187_1401", + "C187_1901", + "C187_2301", + "C187_2502" + ], + "test_samples": [ + "C60_2504", + "C69_1804", + "C85_2004", + "C113_0605", + "C126_2504", + "C126_3004", + "C126_0605", + "C132_2804", + "C132_0205", + "C132_1105", + "C164_1105", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C170_1205", + "C170_2301", + "C170_0202", + "C170_0402", + "C170_0403", + "C195_2605", + "C237_2805" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/fold3/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "3fd0c680cd90fcf9bb6aeb52112a4c8c690a9b7483cb834a14dcf0e9f7700b6f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/imperial_eskd/real_lora/fold3" + }, + { + "id": "cv/imperial_eskd/real_lora/fold4", + "family": "cv", + "cohort": "imperial_eskd", + "fold": 4, + "old_arm": "real_lora", + "source_run": { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fold4/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fold4/real_lora/RUN.json", + "sha256": "4e7b3118ee440ba2cb3f08eb19719fe59bed55ef5d23855c776aa81f66bd73b0" + }, + "train_samples": [ + "C21_1004", + "C21_1704", + "C21_2504", + "C23_2204", + "C34_1404", + "C34_2104", + "C34_2504", + "C42_1504", + "C42_2204", + "C42_2704", + "C60_2504", + "C63_1704", + "C63_2404", + "C63_2904", + "C65_1704", + "C65_2104", + "C65_2504", + "C85_2004", + "C101_0601", + "C101_1101", + "C101_1301", + "C101_1801", + "C101_2001", + "C101_2502", + "C104_2204", + "C106_2204", + "C108_2204", + "C108_1501", + "C108_1801", + "C108_2201", + "C113_0605", + "C123_2404", + "C123_2904", + "C123_0505", + "C124_2404", + "C124_2704", + "C124_0105", + "C126_2504", + "C126_3004", + "C126_0605", + "C127_2504", + "C127_0405", + "C127_1105", + "C128_2504", + "C128_0405", + "C128_1105", + "C132_2804", + "C132_0205", + "C132_1105", + "C137_3004", + "C137_2502", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C141_2001", + "C141_2201", + "C141_3001", + "C141_0202", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C147_3004", + "C147_1401", + "C147_1901", + "C152_0405", + "C161_1105", + "C164_1105", + "C167_1205", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C170_1205", + "C170_2301", + "C170_0202", + "C170_0402", + "C170_0403", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C193_2605", + "C195_2605", + "C197_2605", + "C212_2705", + "C237_2805", + "C238_2905", + "C240_2905", + "C246_2905", + "C251_2905" + ], + "validation_samples": [ + "C31_1304", + "C31_2004", + "C31_2704", + "C33_1401", + "C33_1601", + "C33_1901", + "C69_1804", + "C103_2204", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301" + ], + "test_samples": [ + "C20_1004", + "C20_1404", + "C36_1504", + "C36_1704", + "C36_2104", + "C40_1504", + "C40_2204", + "C40_0105", + "C58_1604", + "C58_2501", + "C58_2901", + "C58_0102", + "C58_0402", + "C58_1003", + "C82_2504", + "C93_2104", + "C93_2704", + "C93_0405", + "C142_3004", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C187_2605", + "C187_1201", + "C187_1401", + "C187_1901", + "C187_2301", + "C187_2502", + "C214_2705", + "C234_2805" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/fold4/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "19b375355dc21cc38127ab631e74c1346909707524598abe164bc887f7018253", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/imperial_eskd/real_lora/fold4" + }, + { + "id": "legacy5/imperial_eskd/draw0", + "family": "legacy5", + "cohort": "imperial_eskd", + "draw": 0, + "source_run": { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fewshot_n5/draw0/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fewshot_n5/draw0/lora/RUN.json", + "sha256": "e6aeed38d6bd8fcdde967701abe73262c5f0ecb6b199d049df93606950ffab31" + }, + "adapter_alias": null, + "train_samples": [ + "C58_1604", + "C58_2501", + "C58_2901", + "C58_0102", + "C58_0402", + "C58_1003", + "C106_2204", + "C126_2504", + "C126_3004", + "C126_0605", + "C141_2001", + "C141_2201", + "C141_3001", + "C141_0202", + "C237_2805" + ], + "train_donors": [ + "C106", + "C126", + "C141", + "C237", + "C58" + ], + "validation_samples": [], + "test_samples": [ + "C20_1004", + "C20_1404", + "C21_1004", + "C21_1704", + "C21_2504", + "C23_2204", + "C31_1304", + "C31_2004", + "C31_2704", + "C33_1401", + "C33_1601", + "C33_1901", + "C34_1404", + "C34_2104", + "C34_2504", + "C36_1504", + "C36_1704", + "C36_2104", + "C40_1504", + "C40_2204", + "C40_0105", + "C42_1504", + "C42_2204", + "C42_2704", + "C60_2504", + "C63_1704", + "C63_2404", + "C63_2904", + "C65_1704", + "C65_2104", + "C65_2504", + "C69_1804", + "C82_2504", + "C85_2004", + "C93_2104", + "C93_2704", + "C93_0405", + "C101_0601", + "C101_1101", + "C101_1301", + "C101_1801", + "C101_2001", + "C101_2502", + "C103_2204", + "C104_2204", + "C108_2204", + "C108_1501", + "C108_1801", + "C108_2201", + "C113_0605", + "C123_2404", + "C123_2904", + "C123_0505", + "C124_2404", + "C124_2704", + "C124_0105", + "C127_2504", + "C127_0405", + "C127_1105", + "C128_2504", + "C128_0405", + "C128_1105", + "C132_2804", + "C132_0205", + "C132_1105", + "C137_3004", + "C137_2502", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C142_3004", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C147_3004", + "C147_1401", + "C147_1901", + "C152_0405", + "C161_1105", + "C164_1105", + "C167_1205", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C170_1205", + "C170_2301", + "C170_0202", + "C170_0402", + "C170_0403", + "C187_2605", + "C187_1201", + "C187_1401", + "C187_1901", + "C187_2301", + "C187_2502", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C193_2605", + "C195_2605", + "C197_2605", + "C212_2705", + "C214_2705", + "C234_2805", + "C238_2905", + "C240_2905", + "C246_2905", + "C251_2905" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/fewshot_n5/draw0/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/fewshot_n5/draw0/summary.json", + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "735672055b9222e45379a85fb0de4994028d33943ba220f048c7b6eafca65e0a", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/imperial_eskd/draw0" + }, + { + "id": "legacy5/imperial_eskd/draw1", + "family": "legacy5", + "cohort": "imperial_eskd", + "draw": 1, + "source_run": { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fewshot_n5/draw1/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fewshot_n5/draw1/lora/RUN.json", + "sha256": "2de1b47fcf8b85c7ee3cc28c826bb8bcb6c01e4c19cb39834df972b10bc75c50" + }, + "adapter_alias": null, + "train_samples": [ + "C31_1304", + "C31_2004", + "C31_2704", + "C65_1704", + "C65_2104", + "C65_2504", + "C101_0601", + "C101_1101", + "C101_1301", + "C101_1801", + "C101_2001", + "C101_2502", + "C142_3004", + "C164_1105" + ], + "train_donors": [ + "C101", + "C142", + "C164", + "C31", + "C65" + ], + "validation_samples": [], + "test_samples": [ + "C20_1004", + "C20_1404", + "C21_1004", + "C21_1704", + "C21_2504", + "C23_2204", + "C33_1401", + "C33_1601", + "C33_1901", + "C34_1404", + "C34_2104", + "C34_2504", + "C36_1504", + "C36_1704", + "C36_2104", + "C40_1504", + "C40_2204", + "C40_0105", + "C42_1504", + "C42_2204", + "C42_2704", + "C58_1604", + "C58_2501", + "C58_2901", + "C58_0102", + "C58_0402", + "C58_1003", + "C60_2504", + "C63_1704", + "C63_2404", + "C63_2904", + "C69_1804", + "C82_2504", + "C85_2004", + "C93_2104", + "C93_2704", + "C93_0405", + "C103_2204", + "C104_2204", + "C106_2204", + "C108_2204", + "C108_1501", + "C108_1801", + "C108_2201", + "C113_0605", + "C123_2404", + "C123_2904", + "C123_0505", + "C124_2404", + "C124_2704", + "C124_0105", + "C126_2504", + "C126_3004", + "C126_0605", + "C127_2504", + "C127_0405", + "C127_1105", + "C128_2504", + "C128_0405", + "C128_1105", + "C132_2804", + "C132_0205", + "C132_1105", + "C137_3004", + "C137_2502", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C141_2001", + "C141_2201", + "C141_3001", + "C141_0202", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C147_3004", + "C147_1401", + "C147_1901", + "C152_0405", + "C161_1105", + "C167_1205", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C170_1205", + "C170_2301", + "C170_0202", + "C170_0402", + "C170_0403", + "C187_2605", + "C187_1201", + "C187_1401", + "C187_1901", + "C187_2301", + "C187_2502", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C193_2605", + "C195_2605", + "C197_2605", + "C212_2705", + "C214_2705", + "C234_2805", + "C237_2805", + "C238_2905", + "C240_2905", + "C246_2905", + "C251_2905" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/fewshot_n5/draw1/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/fewshot_n5/draw1/summary.json", + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "c2293bb938f0dbf9c76063b305230e4ad0b9bec482e4fe5dfcf38a110511283f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/imperial_eskd/draw1" + }, + { + "id": "legacy5/imperial_eskd/draw2", + "family": "legacy5", + "cohort": "imperial_eskd", + "draw": 2, + "source_run": { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fewshot_n5/draw2/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fewshot_n5/draw2/lora/RUN.json", + "sha256": "b1f55c5ca6810cc6520ee7a9296358ac8d0fc12abdc61098703377f340b9ea9a" + }, + "adapter_alias": null, + "train_samples": [ + "C60_2504", + "C85_2004", + "C101_0601", + "C101_1101", + "C101_1301", + "C101_1801", + "C101_2001", + "C101_2502", + "C164_1105", + "C187_2605", + "C187_1201", + "C187_1401", + "C187_1901", + "C187_2301", + "C187_2502" + ], + "train_donors": [ + "C101", + "C164", + "C187", + "C60", + "C85" + ], + "validation_samples": [], + "test_samples": [ + "C20_1004", + "C20_1404", + "C21_1004", + "C21_1704", + "C21_2504", + "C23_2204", + "C31_1304", + "C31_2004", + "C31_2704", + "C33_1401", + "C33_1601", + "C33_1901", + "C34_1404", + "C34_2104", + "C34_2504", + "C36_1504", + "C36_1704", + "C36_2104", + "C40_1504", + "C40_2204", + "C40_0105", + "C42_1504", + "C42_2204", + "C42_2704", + "C58_1604", + "C58_2501", + "C58_2901", + "C58_0102", + "C58_0402", + "C58_1003", + "C63_1704", + "C63_2404", + "C63_2904", + "C65_1704", + "C65_2104", + "C65_2504", + "C69_1804", + "C82_2504", + "C93_2104", + "C93_2704", + "C93_0405", + "C103_2204", + "C104_2204", + "C106_2204", + "C108_2204", + "C108_1501", + "C108_1801", + "C108_2201", + "C113_0605", + "C123_2404", + "C123_2904", + "C123_0505", + "C124_2404", + "C124_2704", + "C124_0105", + "C126_2504", + "C126_3004", + "C126_0605", + "C127_2504", + "C127_0405", + "C127_1105", + "C128_2504", + "C128_0405", + "C128_1105", + "C132_2804", + "C132_0205", + "C132_1105", + "C137_3004", + "C137_2502", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C141_2001", + "C141_2201", + "C141_3001", + "C141_0202", + "C142_3004", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C147_3004", + "C147_1401", + "C147_1901", + "C152_0405", + "C161_1105", + "C167_1205", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C170_1205", + "C170_2301", + "C170_0202", + "C170_0402", + "C170_0403", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C193_2605", + "C195_2605", + "C197_2605", + "C212_2705", + "C214_2705", + "C234_2805", + "C237_2805", + "C238_2905", + "C240_2905", + "C246_2905", + "C251_2905" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/fewshot_n5/draw2/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/fewshot_n5/draw2/summary.json", + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "11ba7c4e0f734b8eeab115536093d16205a1f592833e54115aa10cafd131e466", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/imperial_eskd/draw2" + }, + { + "id": "legacy5/imperial_eskd/draw3", + "family": "legacy5", + "cohort": "imperial_eskd", + "draw": 3, + "source_run": { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fewshot_n5/draw3/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fewshot_n5/draw3/lora/RUN.json", + "sha256": "caced3c75f6eeb95d0dc55e914cf832bb5a4567dabac761eb641b46aa952eace" + }, + "adapter_alias": null, + "train_samples": [ + "C31_1304", + "C31_2004", + "C31_2704", + "C40_1504", + "C40_2204", + "C40_0105", + "C108_2204", + "C108_1501", + "C108_1801", + "C108_2201", + "C240_2905", + "C251_2905" + ], + "train_donors": [ + "C108", + "C240", + "C251", + "C31", + "C40" + ], + "validation_samples": [], + "test_samples": [ + "C20_1004", + "C20_1404", + "C21_1004", + "C21_1704", + "C21_2504", + "C23_2204", + "C33_1401", + "C33_1601", + "C33_1901", + "C34_1404", + "C34_2104", + "C34_2504", + "C36_1504", + "C36_1704", + "C36_2104", + "C42_1504", + "C42_2204", + "C42_2704", + "C58_1604", + "C58_2501", + "C58_2901", + "C58_0102", + "C58_0402", + "C58_1003", + "C60_2504", + "C63_1704", + "C63_2404", + "C63_2904", + "C65_1704", + "C65_2104", + "C65_2504", + "C69_1804", + "C82_2504", + "C85_2004", + "C93_2104", + "C93_2704", + "C93_0405", + "C101_0601", + "C101_1101", + "C101_1301", + "C101_1801", + "C101_2001", + "C101_2502", + "C103_2204", + "C104_2204", + "C106_2204", + "C113_0605", + "C123_2404", + "C123_2904", + "C123_0505", + "C124_2404", + "C124_2704", + "C124_0105", + "C126_2504", + "C126_3004", + "C126_0605", + "C127_2504", + "C127_0405", + "C127_1105", + "C128_2504", + "C128_0405", + "C128_1105", + "C132_2804", + "C132_0205", + "C132_1105", + "C137_3004", + "C137_2502", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C141_2001", + "C141_2201", + "C141_3001", + "C141_0202", + "C142_3004", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C147_3004", + "C147_1401", + "C147_1901", + "C152_0405", + "C161_1105", + "C164_1105", + "C167_1205", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C170_1205", + "C170_2301", + "C170_0202", + "C170_0402", + "C170_0403", + "C187_2605", + "C187_1201", + "C187_1401", + "C187_1901", + "C187_2301", + "C187_2502", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C193_2605", + "C195_2605", + "C197_2605", + "C212_2705", + "C214_2705", + "C234_2805", + "C237_2805", + "C238_2905", + "C246_2905" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/fewshot_n5/draw3/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/fewshot_n5/draw3/summary.json", + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "1bb5ea46702a37ba35cf81b4e82426c5cfa539ef881c477be37e40621df26b7f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/imperial_eskd/draw3" + }, + { + "id": "legacy5/imperial_eskd/draw4", + "family": "legacy5", + "cohort": "imperial_eskd", + "draw": 4, + "source_run": { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fewshot_n5/draw4/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fewshot_n5/draw4/lora/RUN.json", + "sha256": "cb3390e723941480b0cc0b7ccb54e1815831e3be0ae02114513d3f7c525112f9" + }, + "adapter_alias": null, + "train_samples": [ + "C33_1401", + "C33_1601", + "C33_1901", + "C36_1504", + "C36_1704", + "C36_2104", + "C137_3004", + "C137_2502", + "C152_0405", + "C170_1205", + "C170_2301", + "C170_0202", + "C170_0402", + "C170_0403" + ], + "train_donors": [ + "C137", + "C152", + "C170", + "C33", + "C36" + ], + "validation_samples": [], + "test_samples": [ + "C20_1004", + "C20_1404", + "C21_1004", + "C21_1704", + "C21_2504", + "C23_2204", + "C31_1304", + "C31_2004", + "C31_2704", + "C34_1404", + "C34_2104", + "C34_2504", + "C40_1504", + "C40_2204", + "C40_0105", + "C42_1504", + "C42_2204", + "C42_2704", + "C58_1604", + "C58_2501", + "C58_2901", + "C58_0102", + "C58_0402", + "C58_1003", + "C60_2504", + "C63_1704", + "C63_2404", + "C63_2904", + "C65_1704", + "C65_2104", + "C65_2504", + "C69_1804", + "C82_2504", + "C85_2004", + "C93_2104", + "C93_2704", + "C93_0405", + "C101_0601", + "C101_1101", + "C101_1301", + "C101_1801", + "C101_2001", + "C101_2502", + "C103_2204", + "C104_2204", + "C106_2204", + "C108_2204", + "C108_1501", + "C108_1801", + "C108_2201", + "C113_0605", + "C123_2404", + "C123_2904", + "C123_0505", + "C124_2404", + "C124_2704", + "C124_0105", + "C126_2504", + "C126_3004", + "C126_0605", + "C127_2504", + "C127_0405", + "C127_1105", + "C128_2504", + "C128_0405", + "C128_1105", + "C132_2804", + "C132_0205", + "C132_1105", + "C138_3004", + "C138_2301", + "C138_3001", + "C138_0202", + "C138_0402", + "C140_3004", + "C140_2801", + "C140_3001", + "C140_0202", + "C140_0402", + "C140_0602", + "C140_0902", + "C140_1103", + "C141_2001", + "C141_2201", + "C141_3001", + "C141_0202", + "C142_3004", + "C145_3004", + "C145_0701", + "C145_1201", + "C145_1401", + "C145_1901", + "C145_2301", + "C146_3004", + "C146_1201", + "C146_1401", + "C146_1601", + "C146_1901", + "C146_2301", + "C146_2701", + "C146_2502", + "C147_3004", + "C147_1401", + "C147_1901", + "C161_1105", + "C164_1105", + "C167_1205", + "C168_1205", + "C168_2001", + "C168_2301", + "C168_3001", + "C168_0202", + "C168_0403", + "C169_1205", + "C169_2001", + "C169_2301", + "C169_0202", + "C169_0403", + "C187_2605", + "C187_1201", + "C187_1401", + "C187_1901", + "C187_2301", + "C187_2502", + "C190_2605", + "C190_2901", + "C190_0102", + "C190_0302", + "C190_0502", + "C190_0802", + "C190_1002", + "C190_0903", + "C193_2605", + "C195_2605", + "C197_2605", + "C212_2705", + "C214_2705", + "C234_2805", + "C237_2805", + "C238_2905", + "C240_2905", + "C246_2905", + "C251_2905" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/imperial_eskd/fewshot_n5/draw4/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/imperial_eskd/fewshot_n5/draw4/summary.json", + "condition_sha256": "41a62291e98e367d05108a0a95a859ef9ca1997f1fda4656cba58eeefbe56442", + "test_condition_sha256": "55970c18927ba5d8e151bf797760d36017fffd360229507c346e39c3c6759f69", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/imperial_eskd/draw4" + }, + { + "id": "cv/giroux2022/real_lora/fold0", + "family": "cv", + "cohort": "giroux2022", + "fold": 0, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fold0/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fold0/real_lora/RUN.json", + "sha256": "2af96f56a9179f9d338e366d81ff05d69f9378a72f94ad578a7da62b1e2134ca" + }, + "train_samples": [ + "7085CA_d0", + "7085CA_d7", + "7085CA_d14", + "2AD75E_d0", + "2AD75E_d7", + "2AD75E_d14", + "180E1A_d0", + "180E1A_d7", + "180E1A_d14", + "82CCF5_d0", + "82CCF5_d7", + "82CCF5_d14", + "BAAF62_d0", + "BAAF62_d7", + "BAAF62_d14", + "0BF51C_d0", + "0BF51C_d7", + "0BF51C_d14" + ], + "validation_samples": [ + "0B943B_d0", + "0B943B_d14" + ], + "test_samples": [ + "450905_d0", + "450905_d14", + "B85D75_d0", + "B85D75_d7" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fold0/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "f4c4b313f3f5524b298ddf8bbda38623a4db03946c2003998f52aa114d69fa7f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/giroux2022/real_lora/fold0" + }, + { + "id": "cv/giroux2022/real_lora/fold1", + "family": "cv", + "cohort": "giroux2022", + "fold": 1, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fold1/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fold1/real_lora/RUN.json", + "sha256": "761d5a4c1978215e7bdda56fe41698710a342e59dcbd908e522294e34d49164d" + }, + "train_samples": [ + "450905_d0", + "450905_d14", + "7085CA_d0", + "7085CA_d7", + "7085CA_d14", + "B85D75_d0", + "B85D75_d7", + "180E1A_d0", + "180E1A_d7", + "180E1A_d14", + "82CCF5_d0", + "82CCF5_d7", + "82CCF5_d14", + "BAAF62_d0", + "BAAF62_d7", + "BAAF62_d14" + ], + "validation_samples": [ + "2AD75E_d0", + "2AD75E_d7", + "2AD75E_d14" + ], + "test_samples": [ + "0B943B_d0", + "0B943B_d14", + "0BF51C_d0", + "0BF51C_d7", + "0BF51C_d14" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fold1/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "8bf4424b2aa1eada997a9c82f320efa6498530fdabd95e330555c0bd201a5d51", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/giroux2022/real_lora/fold1" + }, + { + "id": "cv/giroux2022/real_lora/fold2", + "family": "cv", + "cohort": "giroux2022", + "fold": 2, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fold2/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fold2/real_lora/RUN.json", + "sha256": "89b8a98528f4d86d2f8b829aef66f49ee766497fd93c9ff08d973b3849eaaa9e" + }, + "train_samples": [ + "450905_d0", + "450905_d14", + "0B943B_d0", + "0B943B_d14", + "B85D75_d0", + "B85D75_d7", + "82CCF5_d0", + "82CCF5_d7", + "82CCF5_d14", + "BAAF62_d0", + "BAAF62_d7", + "BAAF62_d14", + "0BF51C_d0", + "0BF51C_d7", + "0BF51C_d14" + ], + "validation_samples": [ + "7085CA_d0", + "7085CA_d7", + "7085CA_d14" + ], + "test_samples": [ + "2AD75E_d0", + "2AD75E_d7", + "2AD75E_d14", + "180E1A_d0", + "180E1A_d7", + "180E1A_d14" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fold2/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "90810fa9b6fef46663327f6486e61d7aafeacd5fc0c95513e6fdd7f46023bcb5", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/giroux2022/real_lora/fold2" + }, + { + "id": "cv/giroux2022/real_lora/fold3", + "family": "cv", + "cohort": "giroux2022", + "fold": 3, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fold3/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fold3/real_lora/RUN.json", + "sha256": "b99d37ff984f91c1acc71b16e8058a86d058b38cc97963d1ba10211c5804808a" + }, + "train_samples": [ + "450905_d0", + "450905_d14", + "7085CA_d0", + "7085CA_d7", + "7085CA_d14", + "2AD75E_d0", + "2AD75E_d7", + "2AD75E_d14", + "B85D75_d0", + "B85D75_d7", + "180E1A_d0", + "180E1A_d7", + "180E1A_d14", + "0BF51C_d0", + "0BF51C_d7", + "0BF51C_d14" + ], + "validation_samples": [ + "0B943B_d0", + "0B943B_d14" + ], + "test_samples": [ + "82CCF5_d0", + "82CCF5_d7", + "82CCF5_d14", + "BAAF62_d0", + "BAAF62_d7", + "BAAF62_d14" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fold3/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "f520b7350ba8102fc1bceccc2db1b1a993f082ad62ec4b68dd3eef28c1162dc3", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/giroux2022/real_lora/fold3" + }, + { + "id": "cv/giroux2022/real_lora/fold4", + "family": "cv", + "cohort": "giroux2022", + "fold": 4, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fold4/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fold4/real_lora/RUN.json", + "sha256": "4a143d9b3e4acf3e6f85056a0d51400e24828dfaf0a4a9f55bf5581d16ff55e7" + }, + "train_samples": [ + "0B943B_d0", + "0B943B_d14", + "2AD75E_d0", + "2AD75E_d7", + "2AD75E_d14", + "B85D75_d0", + "B85D75_d7", + "180E1A_d0", + "180E1A_d7", + "180E1A_d14", + "82CCF5_d0", + "82CCF5_d7", + "82CCF5_d14", + "BAAF62_d0", + "BAAF62_d7", + "BAAF62_d14" + ], + "validation_samples": [ + "450905_d0", + "450905_d14", + "0BF51C_d0", + "0BF51C_d7", + "0BF51C_d14" + ], + "test_samples": [ + "7085CA_d0", + "7085CA_d7", + "7085CA_d14" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fold4/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "a91f8fb3638328147b86f2f2728954c3257aa63e73429cf04d4741a75e11aa60", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/giroux2022/real_lora/fold4" + }, + { + "id": "legacy5/giroux2022/draw0", + "family": "legacy5", + "cohort": "giroux2022", + "draw": 0, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fewshot_n5/draw0/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fewshot_n5/draw0/lora/RUN.json", + "sha256": "f458c9924bdd6defa07cd778fe1c4ade988b440e5ba953f4b4c2a360a2777974" + }, + "adapter_alias": null, + "train_samples": [ + "0B943B_d0", + "0B943B_d14", + "7085CA_d0", + "7085CA_d7", + "7085CA_d14", + "B85D75_d0", + "B85D75_d7", + "180E1A_d0", + "180E1A_d7", + "180E1A_d14", + "BAAF62_d0", + "BAAF62_d7", + "BAAF62_d14" + ], + "train_donors": [ + "0B943B", + "180E1A", + "7085CA", + "B85D75", + "BAAF62" + ], + "validation_samples": [], + "test_samples": [ + "450905_d0", + "450905_d14", + "2AD75E_d0", + "2AD75E_d7", + "2AD75E_d14", + "82CCF5_d0", + "82CCF5_d7", + "82CCF5_d14", + "0BF51C_d0", + "0BF51C_d7", + "0BF51C_d14" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw0/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw0/summary.json", + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "f04c5725cf7d20ca4ca26d2ac43352d8c233b9d6c4d7ddc2116e3be4694623a9", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/giroux2022/draw0" + }, + { + "id": "legacy5/giroux2022/draw1", + "family": "legacy5", + "cohort": "giroux2022", + "draw": 1, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fewshot_n5/draw1/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fewshot_n5/draw1/lora/RUN.json", + "sha256": "467f4f2963687a5d4a37feb12e87f359b216532226d8dfc5bb6c3f3e0e80e27c" + }, + "adapter_alias": null, + "train_samples": [ + "7085CA_d0", + "7085CA_d7", + "7085CA_d14", + "2AD75E_d0", + "2AD75E_d7", + "2AD75E_d14", + "B85D75_d0", + "B85D75_d7", + "82CCF5_d0", + "82CCF5_d7", + "82CCF5_d14", + "BAAF62_d0", + "BAAF62_d7", + "BAAF62_d14" + ], + "train_donors": [ + "2AD75E", + "7085CA", + "82CCF5", + "B85D75", + "BAAF62" + ], + "validation_samples": [], + "test_samples": [ + "450905_d0", + "450905_d14", + "0B943B_d0", + "0B943B_d14", + "180E1A_d0", + "180E1A_d7", + "180E1A_d14", + "0BF51C_d0", + "0BF51C_d7", + "0BF51C_d14" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw1/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw1/summary.json", + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "935e890f67fc789b9ecf47b5c90157bfe0a1983d6ffdb1ea2d198b6de9767f47", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/giroux2022/draw1" + }, + { + "id": "legacy5/giroux2022/draw2", + "family": "legacy5", + "cohort": "giroux2022", + "draw": 2, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fewshot_n5/draw2/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fewshot_n5/draw2/lora/RUN.json", + "sha256": "779ee8d63d3ee1d7a97d544086eb75d70ad1ccd5d1232b57da6c5850e584195a" + }, + "adapter_alias": null, + "train_samples": [ + "450905_d0", + "450905_d14", + "0B943B_d0", + "0B943B_d14", + "B85D75_d0", + "B85D75_d7", + "180E1A_d0", + "180E1A_d7", + "180E1A_d14", + "BAAF62_d0", + "BAAF62_d7", + "BAAF62_d14" + ], + "train_donors": [ + "0B943B", + "180E1A", + "450905", + "B85D75", + "BAAF62" + ], + "validation_samples": [], + "test_samples": [ + "7085CA_d0", + "7085CA_d7", + "7085CA_d14", + "2AD75E_d0", + "2AD75E_d7", + "2AD75E_d14", + "82CCF5_d0", + "82CCF5_d7", + "82CCF5_d14", + "0BF51C_d0", + "0BF51C_d7", + "0BF51C_d14" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw2/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw2/summary.json", + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "fedb8e8039576499367bfec5479e15b4bac720126d8c5d7412d1d12f85531c28", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/giroux2022/draw2" + }, + { + "id": "legacy5/giroux2022/draw3", + "family": "legacy5", + "cohort": "giroux2022", + "draw": 3, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fewshot_n5/draw3/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fewshot_n5/draw3/lora/RUN.json", + "sha256": "dff7be6145c234823b7646538a6d173d0ffab76bf1f521dddef320b9cd72d88f" + }, + "adapter_alias": null, + "train_samples": [ + "450905_d0", + "450905_d14", + "7085CA_d0", + "7085CA_d7", + "7085CA_d14", + "B85D75_d0", + "B85D75_d7", + "180E1A_d0", + "180E1A_d7", + "180E1A_d14", + "BAAF62_d0", + "BAAF62_d7", + "BAAF62_d14" + ], + "train_donors": [ + "180E1A", + "450905", + "7085CA", + "B85D75", + "BAAF62" + ], + "validation_samples": [], + "test_samples": [ + "0B943B_d0", + "0B943B_d14", + "2AD75E_d0", + "2AD75E_d7", + "2AD75E_d14", + "82CCF5_d0", + "82CCF5_d7", + "82CCF5_d14", + "0BF51C_d0", + "0BF51C_d7", + "0BF51C_d14" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw3/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw3/summary.json", + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "4efbb07e4fe684710ed219d75c9a15685f617c761e2401541613e3e424146823", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/giroux2022/draw3" + }, + { + "id": "legacy5/giroux2022/draw4", + "family": "legacy5", + "cohort": "giroux2022", + "draw": 4, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fewshot_n5/draw4/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fewshot_n5/draw4/lora/RUN.json", + "sha256": "154a5c2a771d6ed795cbb6d82067c4b7c267cebef677ed7738528f0d586a2897" + }, + "adapter_alias": null, + "train_samples": [ + "0B943B_d0", + "0B943B_d14", + "2AD75E_d0", + "2AD75E_d7", + "2AD75E_d14", + "82CCF5_d0", + "82CCF5_d7", + "82CCF5_d14", + "BAAF62_d0", + "BAAF62_d7", + "BAAF62_d14", + "0BF51C_d0", + "0BF51C_d7", + "0BF51C_d14" + ], + "train_donors": [ + "0B943B", + "0BF51C", + "2AD75E", + "82CCF5", + "BAAF62" + ], + "validation_samples": [], + "test_samples": [ + "450905_d0", + "450905_d14", + "7085CA_d0", + "7085CA_d7", + "7085CA_d14", + "B85D75_d0", + "B85D75_d7", + "180E1A_d0", + "180E1A_d7", + "180E1A_d14" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/giroux2022/fewshot_n5/draw4/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/giroux2022/fewshot_n5/draw4/summary.json", + "condition_sha256": "b584655fcfa5fa4c0887d5dd83fcb1c5a0206da4afe5fefab96cba2272b1371c", + "test_condition_sha256": "1339e7631cd54c77bef770b2248bdc2ca560a6dc70e244ed61cd4d38a835bf3f", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/giroux2022/draw4" + }, + { + "id": "cv/ji2025_chili/real_lora/fold0", + "family": "cv", + "cohort": "ji2025_chili", + "fold": 0, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fold0/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fold0/real_lora/RUN.json", + "sha256": "f3ac6c7aa4a4123ffb56d35857630b566d2d6a3d2d4593de09fa0822bd677f07" + }, + "train_samples": [ + "N064_TOL", + "N064_FU1", + "N032_AC", + "N038_BC", + "N038_AC", + "N055_AC", + "N138_TOL", + "N138_FU1", + "N129_BC", + "N129_AC", + "N147_TOL", + "N159_BC", + "N001_TOL", + "N001_FU1", + "N002_TOL", + "N002_FU1", + "N005_BC", + "N005_AC", + "N018_BC", + "N018_AC", + "N022_TOL", + "N022_FU1", + "N035_TOL" + ], + "validation_samples": [ + "N150_BC", + "N043_TOL", + "N043_FU1" + ], + "test_samples": [ + "N136_TOL", + "N136_FU1", + "N128_BC", + "N128_AC", + "N158_AC", + "N012_TOL", + "N012_FU1" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/fold0/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "29bd44394f7b7e005e016896e7062da223c61efc3c329f9e8ebc7cb49945c32b", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/ji2025_chili/real_lora/fold0" + }, + { + "id": "cv/ji2025_chili/real_lora/fold1", + "family": "cv", + "cohort": "ji2025_chili", + "fold": 1, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fold1/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fold1/real_lora/RUN.json", + "sha256": "4dfe9436a8caf847860a993ad8a2f82f79879df64aaa1e995adab7c5d48b0c63" + }, + "train_samples": [ + "N064_TOL", + "N064_FU1", + "N038_BC", + "N038_AC", + "N055_AC", + "N136_TOL", + "N136_FU1", + "N138_TOL", + "N138_FU1", + "N128_BC", + "N128_AC", + "N129_BC", + "N129_AC", + "N147_TOL", + "N150_BC", + "N158_AC", + "N159_BC", + "N002_TOL", + "N002_FU1", + "N012_TOL", + "N012_FU1", + "N022_TOL", + "N022_FU1" + ], + "validation_samples": [ + "N001_TOL", + "N001_FU1", + "N018_BC", + "N018_AC" + ], + "test_samples": [ + "N032_AC", + "N005_BC", + "N005_AC", + "N035_TOL", + "N043_TOL", + "N043_FU1" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/fold1/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "5e2e5af9a48cc26bc73bc53c79469b4b9686d32345eb761d85b02291b9eaf3f9", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/ji2025_chili/real_lora/fold1" + }, + { + "id": "cv/ji2025_chili/real_lora/fold2", + "family": "cv", + "cohort": "ji2025_chili", + "fold": 2, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fold2/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fold2/real_lora/RUN.json", + "sha256": "72dc00e5eb42a40a7253e216cd6a648c8ed5d62989e286c7293447b07b887e31" + }, + "train_samples": [ + "N064_TOL", + "N064_FU1", + "N032_AC", + "N038_BC", + "N038_AC", + "N136_TOL", + "N136_FU1", + "N138_TOL", + "N138_FU1", + "N128_BC", + "N128_AC", + "N158_AC", + "N159_BC", + "N005_BC", + "N005_AC", + "N012_TOL", + "N012_FU1", + "N018_BC", + "N018_AC", + "N022_TOL", + "N022_FU1", + "N035_TOL", + "N043_TOL", + "N043_FU1" + ], + "validation_samples": [ + "N129_BC", + "N129_AC", + "N147_TOL" + ], + "test_samples": [ + "N055_AC", + "N150_BC", + "N001_TOL", + "N001_FU1", + "N002_TOL", + "N002_FU1" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/fold2/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "d9a1eb82edf9f6a2ccd110049a18740554ca1d2b02f4ff331a12e7eb7207a7c6", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/ji2025_chili/real_lora/fold2" + }, + { + "id": "cv/ji2025_chili/real_lora/fold3", + "family": "cv", + "cohort": "ji2025_chili", + "fold": 3, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fold3/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fold3/real_lora/RUN.json", + "sha256": "61403789eed73df7eee1e3ec11ad202be319ef1f34b67791907248d4745e63fd" + }, + "train_samples": [ + "N032_AC", + "N055_AC", + "N136_TOL", + "N136_FU1", + "N138_TOL", + "N138_FU1", + "N128_BC", + "N128_AC", + "N129_BC", + "N129_AC", + "N147_TOL", + "N150_BC", + "N158_AC", + "N001_TOL", + "N001_FU1", + "N002_TOL", + "N002_FU1", + "N005_BC", + "N005_AC", + "N035_TOL", + "N043_TOL", + "N043_FU1" + ], + "validation_samples": [ + "N159_BC", + "N012_TOL", + "N012_FU1" + ], + "test_samples": [ + "N064_TOL", + "N064_FU1", + "N038_BC", + "N038_AC", + "N018_BC", + "N018_AC", + "N022_TOL", + "N022_FU1" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/fold3/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "88966294fba326c89d09132dae241ca7b2a512437226aef627ba546fcc740b62", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/ji2025_chili/real_lora/fold3" + }, + { + "id": "cv/ji2025_chili/real_lora/fold4", + "family": "cv", + "cohort": "ji2025_chili", + "fold": 4, + "old_arm": "real_lora", + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fold4/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fold4/real_lora/RUN.json", + "sha256": "93ab96a20edbfec25b75e8d43ff5367ee35c4c3fa480ed793cb32ccac60475c8" + }, + "train_samples": [ + "N064_TOL", + "N064_FU1", + "N032_AC", + "N038_BC", + "N038_AC", + "N055_AC", + "N128_BC", + "N128_AC", + "N158_AC", + "N001_TOL", + "N001_FU1", + "N002_TOL", + "N002_FU1", + "N005_BC", + "N005_AC", + "N012_TOL", + "N012_FU1", + "N018_BC", + "N018_AC", + "N022_TOL", + "N022_FU1", + "N035_TOL", + "N043_TOL", + "N043_FU1" + ], + "validation_samples": [ + "N136_TOL", + "N136_FU1", + "N150_BC" + ], + "test_samples": [ + "N138_TOL", + "N138_FU1", + "N129_BC", + "N129_AC", + "N147_TOL", + "N159_BC" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/fold4/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 0, + "seed": 20260927, + "max_steps": 20000, + "eval_every": 250, + "patience": 8, + "sampling_seed": 20260927, + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "bf199c7e5d1d10f0ebd25b20bc35ad35cf64987bd703019896682b4e87f04302", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/cv/ji2025_chili/real_lora/fold4" + }, + { + "id": "legacy5/ji2025_chili/draw0", + "family": "legacy5", + "cohort": "ji2025_chili", + "draw": 0, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fewshot_n5/draw0/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fewshot_n5/draw0/lora/RUN.json", + "sha256": "67cb5a2be5f565a56115408aa2a90cbb72e2f0de376f871ef087425a887563ef" + }, + "adapter_alias": null, + "train_samples": [ + "N032_AC", + "N138_TOL", + "N138_FU1", + "N150_BC", + "N012_TOL", + "N012_FU1", + "N018_BC", + "N018_AC" + ], + "train_donors": [ + "N012", + "N018", + "N032", + "N138", + "N150" + ], + "validation_samples": [], + "test_samples": [ + "N064_TOL", + "N064_FU1", + "N038_BC", + "N038_AC", + "N055_AC", + "N136_TOL", + "N136_FU1", + "N128_BC", + "N128_AC", + "N129_BC", + "N129_AC", + "N147_TOL", + "N158_AC", + "N159_BC", + "N001_TOL", + "N001_FU1", + "N002_TOL", + "N002_FU1", + "N005_BC", + "N005_AC", + "N022_TOL", + "N022_FU1", + "N035_TOL", + "N043_TOL", + "N043_FU1" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/fewshot_n5/draw0/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ji2025_chili/fewshot_n5/draw0/summary.json", + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "ca5da7eba08208ca5e2ebf107830ad72db4a1e739698e0412fff48edf8d2b2b9", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/ji2025_chili/draw0" + }, + { + "id": "legacy5/ji2025_chili/draw1", + "family": "legacy5", + "cohort": "ji2025_chili", + "draw": 1, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fewshot_n5/draw1/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fewshot_n5/draw1/lora/RUN.json", + "sha256": "4e5d09bf68ccd3891e5eb2d43337006000bb653f8150f56926d0753536b44ee3" + }, + "adapter_alias": null, + "train_samples": [ + "N136_TOL", + "N136_FU1", + "N128_BC", + "N128_AC", + "N150_BC", + "N159_BC", + "N035_TOL" + ], + "train_donors": [ + "N035", + "N128", + "N136", + "N150", + "N159" + ], + "validation_samples": [], + "test_samples": [ + "N064_TOL", + "N064_FU1", + "N032_AC", + "N038_BC", + "N038_AC", + "N055_AC", + "N138_TOL", + "N138_FU1", + "N129_BC", + "N129_AC", + "N147_TOL", + "N158_AC", + "N001_TOL", + "N001_FU1", + "N002_TOL", + "N002_FU1", + "N005_BC", + "N005_AC", + "N012_TOL", + "N012_FU1", + "N018_BC", + "N018_AC", + "N022_TOL", + "N022_FU1", + "N043_TOL", + "N043_FU1" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/fewshot_n5/draw1/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ji2025_chili/fewshot_n5/draw1/summary.json", + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "0c873c5de82a9be4c2aba3f1670dddf902c32b351a99677e819367a603fb3bb4", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/ji2025_chili/draw1" + }, + { + "id": "legacy5/ji2025_chili/draw2", + "family": "legacy5", + "cohort": "ji2025_chili", + "draw": 2, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fewshot_n5/draw2/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fewshot_n5/draw2/lora/RUN.json", + "sha256": "3e97deb4031a1a9174824e38ef1e18b35f2a03970111d1597e4baaafa3ae5d65" + }, + "adapter_alias": null, + "train_samples": [ + "N032_AC", + "N147_TOL", + "N005_BC", + "N005_AC", + "N018_BC", + "N018_AC", + "N035_TOL" + ], + "train_donors": [ + "N005", + "N018", + "N032", + "N035", + "N147" + ], + "validation_samples": [], + "test_samples": [ + "N064_TOL", + "N064_FU1", + "N038_BC", + "N038_AC", + "N055_AC", + "N136_TOL", + "N136_FU1", + "N138_TOL", + "N138_FU1", + "N128_BC", + "N128_AC", + "N129_BC", + "N129_AC", + "N150_BC", + "N158_AC", + "N159_BC", + "N001_TOL", + "N001_FU1", + "N002_TOL", + "N002_FU1", + "N012_TOL", + "N012_FU1", + "N022_TOL", + "N022_FU1", + "N043_TOL", + "N043_FU1" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/fewshot_n5/draw2/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ji2025_chili/fewshot_n5/draw2/summary.json", + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "70953ef3c751fa832f2c8bf184fa1cd9fc6ef2e04329101441f0fce90b64ddc0", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/ji2025_chili/draw2" + }, + { + "id": "legacy5/ji2025_chili/draw3", + "family": "legacy5", + "cohort": "ji2025_chili", + "draw": 3, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fewshot_n5/draw3/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fewshot_n5/draw3/lora/RUN.json", + "sha256": "20446f5c8fe9c8c8f0e2561d4c4891683da7fc873d84f75f7f1f1117fe1eb1ff" + }, + "adapter_alias": null, + "train_samples": [ + "N038_BC", + "N038_AC", + "N147_TOL", + "N150_BC", + "N001_TOL", + "N001_FU1", + "N018_BC", + "N018_AC" + ], + "train_donors": [ + "N001", + "N018", + "N038", + "N147", + "N150" + ], + "validation_samples": [], + "test_samples": [ + "N064_TOL", + "N064_FU1", + "N032_AC", + "N055_AC", + "N136_TOL", + "N136_FU1", + "N138_TOL", + "N138_FU1", + "N128_BC", + "N128_AC", + "N129_BC", + "N129_AC", + "N158_AC", + "N159_BC", + "N002_TOL", + "N002_FU1", + "N005_BC", + "N005_AC", + "N012_TOL", + "N012_FU1", + "N022_TOL", + "N022_FU1", + "N035_TOL", + "N043_TOL", + "N043_FU1" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/fewshot_n5/draw3/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ji2025_chili/fewshot_n5/draw3/summary.json", + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "3d69ce8b1625cfe1b516085caf6444e49d8db5580f4ccdc4452526401b7018cb", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/ji2025_chili/draw3" + }, + { + "id": "legacy5/ji2025_chili/draw4", + "family": "legacy5", + "cohort": "ji2025_chili", + "draw": 4, + "source_run": { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fewshot_n5/draw4/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fewshot_n5/draw4/lora/RUN.json", + "sha256": "00455db769b3063a8d925d9ed2a761233b8ada5034bb1046e1cda9942fad7762" + }, + "adapter_alias": null, + "train_samples": [ + "N064_TOL", + "N064_FU1", + "N129_BC", + "N129_AC", + "N158_AC", + "N002_TOL", + "N002_FU1", + "N005_BC", + "N005_AC" + ], + "train_donors": [ + "N002", + "N005", + "N064", + "N129", + "N158" + ], + "validation_samples": [], + "test_samples": [ + "N032_AC", + "N038_BC", + "N038_AC", + "N055_AC", + "N136_TOL", + "N136_FU1", + "N138_TOL", + "N138_FU1", + "N128_BC", + "N128_AC", + "N147_TOL", + "N150_BC", + "N159_BC", + "N001_TOL", + "N001_FU1", + "N012_TOL", + "N012_FU1", + "N018_BC", + "N018_AC", + "N022_TOL", + "N022_FU1", + "N035_TOL", + "N043_TOL", + "N043_FU1" + ], + "condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/conditions_raw_fixed.npz", + "test_condition": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/data/ji2025_chili/fewshot_n5/draw4/test_raw.npz", + "mode": "lora", + "rank": 16, + "alpha": 16.0, + "lr": 0.0005, + "warmup": 200, + "batch_size": 256, + "ema_decay": 0.999, + "fixed_steps": 3000, + "seed": 20260927, + "sampling_seed": 20260928, + "baseline_score": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/scores/ji2025_chili/fewshot_n5/draw4/summary.json", + "condition_sha256": "73a8fe0617391a14b876b80178cdd8ae704cfb3542be2496903eb6f3f9e48b57", + "test_condition_sha256": "cc4771e4a9c4ec2ada5be09852a568ab87c74b950e63a012ef3159f6a27a9bc5", + "output": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/payload/paired/legacy5/ji2025_chili/draw4" + } + ], + "new_adapter_count": 100, + "adapter_alias_count": 5, + "sle": [ + { + "seed": 20260913, + "baseline_receipt": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/analysis/floor01_benchmark_20260923/generated_f016k_e16.log", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/analysis/floor01_benchmark_20260923/generated_f016k_e16.npz", + "seed_index": 0 + }, + { + "seed": 1020260920, + "baseline_receipt": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/analysis/floor01_benchmark_20260923/generated_f016ks1_e16.log", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/analysis/floor01_benchmark_20260923/generated_f016ks1_e16.npz", + "seed_index": 1 + }, + { + "seed": 2020260927, + "baseline_receipt": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/analysis/floor01_benchmark_20260923/generated_f016ks2_e16.log", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/analysis/floor01_benchmark_20260923/generated_f016ks2_e16.npz", + "seed_index": 2 + }, + { + "seed": 3020260934, + "baseline_receipt": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/analysis/floor01_benchmark_20260923/generated_f016ks3_e16.log", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/analysis/floor01_benchmark_20260923/generated_f016ks3_e16.npz", + "seed_index": 3 + }, + { + "seed": 4020260941, + "baseline_receipt": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/analysis/floor01_benchmark_20260923/generated_f016ks4_e16.log", + "baseline_generated": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/analysis/floor01_benchmark_20260923/generated_f016ks4_e16.npz", + "seed_index": 4 + } + ], + "global_cohorts": [ + "immicro", + "ye2026_sepsis", + "imperial_eskd", + "giroux2022", + "ji2025_chili" + ], + "bulkonly_cohorts": [ + "ye2026_sepsis", + "imperial_eskd" + ], + "rare_identity_gate": "Original-paper fine labels/timing required. Marker diagnostics do not complete biological reproduction.", + "comparison_scope": "Exact current f01 6000genes, no intersection projection", + "baseline_run_snapshots": [ + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold0/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold0/real_lora/RUN.json", + "sha256": "39da59ddb8bcb74600cb8f37729a559552c562e0043e4885e553cca909ade7d2" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold0/lora_r4/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold0/lora_r4/RUN.json", + "sha256": "48d4d0504750e0a3c2ee755834e5a438340088e28f55455a4bec32d86d2a09f3" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold0/lora_r64/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold0/lora_r64/RUN.json", + "sha256": "b12a8f3925845c0abc406bb2a4c46589aa3db67a5014003b2e3f7ded20bd3b99" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold0/real_full/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold0/real_full/RUN.json", + "sha256": "3a24013d5cccb3f5e27b6eaeccb352b2037c7bd816d45121cf65452bef8741c3" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold1/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold1/real_lora/RUN.json", + "sha256": "7272ce13c350a719a0d39aa5126a21234def2278cb21489ec80ffcef531b1b95" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold1/lora_r4/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold1/lora_r4/RUN.json", + "sha256": "0e6a1225f5216be5bed567a5fb62d2537b7b8def82f5b35ff5b853e547e6823d" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold1/lora_r64/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold1/lora_r64/RUN.json", + "sha256": "fcdc09eeeeaa6858e22b17914e443a2d9bcee0dc0e2f4672ed25672a2af5463e" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold1/real_full/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold1/real_full/RUN.json", + "sha256": "9b785b5b007c98a529b794939c9d76a1b3314370049a57a82a2d54f5e2257417" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold2/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold2/real_lora/RUN.json", + "sha256": "8bffafdb6045bf89f7dc6c03be6b25a6b181f93a9ff6f3bc11f28de3426e2d0e" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold2/lora_r4/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold2/lora_r4/RUN.json", + "sha256": "63dc7fe0a513d7073de412c32595ddfdc843f826a7ba6e22125b027fb05ec8b0" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold2/lora_r64/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold2/lora_r64/RUN.json", + "sha256": "9f2e00ec01d939e9c7f8899697f94c32c4478e9f678770860e3c1d36aa0820bd" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold2/real_full/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold2/real_full/RUN.json", + "sha256": "cbe286d62b9f88ce6e2ed948ccfb79c66a0f470a0e9665a09b96f8b3dcba9882" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold3/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold3/real_lora/RUN.json", + "sha256": "ba55c51c487b5a1bf53ab9bc23f502038af352460d3d2f3a0c1e285757ede387" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold3/lora_r4/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold3/lora_r4/RUN.json", + "sha256": "0c2dbc1d3d75ad4f86fe06c706723778a160dc4680dd811ef8227cfd33fbe8db" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold3/lora_r64/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold3/lora_r64/RUN.json", + "sha256": "e4f6db1bd1178570e83668ccedcdb8a50507b9374bb948d5610fbc6c27a11936" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold3/real_full/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold3/real_full/RUN.json", + "sha256": "9b97af2eb93f06bb0bc1e196dce4a5bf1c8f1183b83b9aface44ed066b2b4a55" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold4/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold4/real_lora/RUN.json", + "sha256": "0ccc2f86752cbde21307e110303358dfd75ae9d38d230bcb108b5121921d6fed" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold4/lora_r4/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold4/lora_r4/RUN.json", + "sha256": "28d094481afaf0db962de97aa5616ffb0ccf5a1f67538c0b93dcf60e7a73a1c4" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold4/lora_r64/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold4/lora_r64/RUN.json", + "sha256": "9a81cb42ae97c17513200d6ac53de89e6cb5c404640113e64439e145a847e0f6" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fold4/real_full/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fold4/real_full/RUN.json", + "sha256": "cc6b00dfb5eb58c12d0fe59d53a48931aa041fc01292ca5519d904edeebf7ece" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fewshot_n5/draw0/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fewshot_n5/draw0/lora/RUN.json", + "sha256": "13b3e33f07d24dc9150fd5e5e1ec88919c2627e14116c76c166537a2db8fe464" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fewshot_n5/draw1/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fewshot_n5/draw1/lora/RUN.json", + "sha256": "4f75c55b6c69a307f7a227e4afa1aff429f1508147e53285701881b39225bf4d" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fewshot_n5/draw2/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fewshot_n5/draw2/lora/RUN.json", + "sha256": "16df5837c4a980b2794b7353246fa55a7f4c14716526f1aab3fa18ee3f0cbd6d" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fewshot_n5/draw3/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fewshot_n5/draw3/lora/RUN.json", + "sha256": "2ecca19361cacb8c4905adaf2054f1c08045ee6059a6b12e1eb16d9f329353e3" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/immicro/fewshot_n5/draw4/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/immicro/fewshot_n5/draw4/lora/RUN.json", + "sha256": "52bda86aaade9ba18e4bf1345d75f833cbc86b0aadb6749992ea80eedaee1c58" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fold0/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fold0/real_lora/RUN.json", + "sha256": "26645208a70edb1a1bfb2a04090f701ae31dfd1f8709007eaa821b1c59e4e44e" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fold1/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fold1/real_lora/RUN.json", + "sha256": "0ca37a4c830a47e41104b3f890a4c514e08065e537be9cbaf27b0ec1b47070fa" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fold2/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fold2/real_lora/RUN.json", + "sha256": "23dda0c4fcf054a8dea6cbd3e9b3223b1a59fbc6ea8ae0bb67732c5043d154d0" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fold3/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fold3/real_lora/RUN.json", + "sha256": "7bd72b2bddbb079d33bbe2fffb65f2413306b31210b115b8a71030a7ea8eb709" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fold4/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fold4/real_lora/RUN.json", + "sha256": "af2ec13f8ff3061341753ebfd4d7b34db696b446f5993084c829d81e48b0f658" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fewshot_n5/draw0/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fewshot_n5/draw0/lora/RUN.json", + "sha256": "a91ae615a51646307b01ff8fbbf2d2314a3370b31ae8194122aa4d9e6b24cd44" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fewshot_n5/draw1/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fewshot_n5/draw1/lora/RUN.json", + "sha256": "0369c35b7cd0213bcc9928fe8050146b5df7cc8adfdad737f2e8167f02564e1c" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fewshot_n5/draw2/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fewshot_n5/draw2/lora/RUN.json", + "sha256": "15754ca9e71ada519289ff643f059b608d157c52a25305f3469e81e14e1b83a9" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fewshot_n5/draw3/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fewshot_n5/draw3/lora/RUN.json", + "sha256": "5209794c7fcfadd8bbcb21de8d610464738ddf66ffcd3f8a81659d657117ed8c" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ye2026_sepsis/fewshot_n5/draw4/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ye2026_sepsis/fewshot_n5/draw4/lora/RUN.json", + "sha256": "1a906192fbf8b7df0749e16630e727a7d84a747eabbed020524d2942b4d73a2e" + }, + { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fold0/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fold0/real_lora/RUN.json", + "sha256": "c1db31ec959f757d29998de308647f3556ec90a5a8764118475e2b7c2aa3f5f9" + }, + { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fold1/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fold1/real_lora/RUN.json", + "sha256": "2b02ab7cc6d158d3c321db78a57ea3a12d7159207fe2cd17ca662d15167e6e3a" + }, + { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fold2/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fold2/real_lora/RUN.json", + "sha256": "88c956eca99751f3970c11cf3f21ec507fae7353a1e1180b8e3979f2994dc66c" + }, + { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fold3/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fold3/real_lora/RUN.json", + "sha256": "228c185e012002707aac8d04d58e5100106548f708524dff131e42e3e8c5dfb9" + }, + { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fold4/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fold4/real_lora/RUN.json", + "sha256": "4e7b3118ee440ba2cb3f08eb19719fe59bed55ef5d23855c776aa81f66bd73b0" + }, + { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fewshot_n5/draw0/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fewshot_n5/draw0/lora/RUN.json", + "sha256": "e6aeed38d6bd8fcdde967701abe73262c5f0ecb6b199d049df93606950ffab31" + }, + { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fewshot_n5/draw1/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fewshot_n5/draw1/lora/RUN.json", + "sha256": "2de1b47fcf8b85c7ee3cc28c826bb8bcb6c01e4c19cb39834df972b10bc75c50" + }, + { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fewshot_n5/draw2/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fewshot_n5/draw2/lora/RUN.json", + "sha256": "b1f55c5ca6810cc6520ee7a9296358ac8d0fc12abdc61098703377f340b9ea9a" + }, + { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fewshot_n5/draw3/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fewshot_n5/draw3/lora/RUN.json", + "sha256": "caced3c75f6eeb95d0dc55e914cf832bb5a4567dabac761eb641b46aa952eace" + }, + { + "host": "server_2", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/imperial_eskd/fewshot_n5/draw4/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/imperial_eskd/fewshot_n5/draw4/lora/RUN.json", + "sha256": "cb3390e723941480b0cc0b7ccb54e1815831e3be0ae02114513d3f7c525112f9" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fold0/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fold0/real_lora/RUN.json", + "sha256": "2af96f56a9179f9d338e366d81ff05d69f9378a72f94ad578a7da62b1e2134ca" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fold1/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fold1/real_lora/RUN.json", + "sha256": "761d5a4c1978215e7bdda56fe41698710a342e59dcbd908e522294e34d49164d" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fold2/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fold2/real_lora/RUN.json", + "sha256": "89b8a98528f4d86d2f8b829aef66f49ee766497fd93c9ff08d973b3849eaaa9e" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fold3/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fold3/real_lora/RUN.json", + "sha256": "b99d37ff984f91c1acc71b16e8058a86d058b38cc97963d1ba10211c5804808a" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fold4/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fold4/real_lora/RUN.json", + "sha256": "4a143d9b3e4acf3e6f85056a0d51400e24828dfaf0a4a9f55bf5581d16ff55e7" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fewshot_n5/draw0/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fewshot_n5/draw0/lora/RUN.json", + "sha256": "f458c9924bdd6defa07cd778fe1c4ade988b440e5ba953f4b4c2a360a2777974" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fewshot_n5/draw1/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fewshot_n5/draw1/lora/RUN.json", + "sha256": "467f4f2963687a5d4a37feb12e87f359b216532226d8dfc5bb6c3f3e0e80e27c" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fewshot_n5/draw2/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fewshot_n5/draw2/lora/RUN.json", + "sha256": "779ee8d63d3ee1d7a97d544086eb75d70ad1ccd5d1232b57da6c5850e584195a" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fewshot_n5/draw3/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fewshot_n5/draw3/lora/RUN.json", + "sha256": "dff7be6145c234823b7646538a6d173d0ffab76bf1f521dddef320b9cd72d88f" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/giroux2022/fewshot_n5/draw4/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/giroux2022/fewshot_n5/draw4/lora/RUN.json", + "sha256": "154a5c2a771d6ed795cbb6d82067c4b7c267cebef677ed7738528f0d586a2897" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fold0/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fold0/real_lora/RUN.json", + "sha256": "f3ac6c7aa4a4123ffb56d35857630b566d2d6a3d2d4593de09fa0822bd677f07" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fold1/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fold1/real_lora/RUN.json", + "sha256": "4dfe9436a8caf847860a993ad8a2f82f79879df64aaa1e995adab7c5d48b0c63" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fold2/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fold2/real_lora/RUN.json", + "sha256": "72dc00e5eb42a40a7253e216cd6a648c8ed5d62989e286c7293447b07b887e31" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fold3/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fold3/real_lora/RUN.json", + "sha256": "61403789eed73df7eee1e3ec11ad202be319ef1f34b67791907248d4745e63fd" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fold4/real_lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fold4/real_lora/RUN.json", + "sha256": "93ab96a20edbfec25b75e8d43ff5367ee35c4c3fa480ed793cb32ccac60475c8" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fewshot_n5/draw0/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fewshot_n5/draw0/lora/RUN.json", + "sha256": "67cb5a2be5f565a56115408aa2a90cbb72e2f0de376f871ef087425a887563ef" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fewshot_n5/draw1/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fewshot_n5/draw1/lora/RUN.json", + "sha256": "4e5d09bf68ccd3891e5eb2d43337006000bb653f8150f56926d0753536b44ee3" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fewshot_n5/draw2/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fewshot_n5/draw2/lora/RUN.json", + "sha256": "3e97deb4031a1a9174824e38ef1e18b35f2a03970111d1597e4baaafa3ae5d65" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fewshot_n5/draw3/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fewshot_n5/draw3/lora/RUN.json", + "sha256": "20446f5c8fe9c8c8f0e2561d4c4891683da7fc873d84f75f7f1f1117fe1eb1ff" + }, + { + "host": "server_1", + "path": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_finetune_intradataset_20260927/runs/ji2025_chili/fewshot_n5/draw4/lora/RUN.json", + "snapshot": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/f01_trunk4x_complete_20261013/baseline_records/ji2025_chili/fewshot_n5/draw4/lora/RUN.json", + "sha256": "00455db769b3063a8d925d9ed2a761233b8ada5034bb1046e1cda9942fad7762" + } + ] +} diff --git a/paper-releases/pbisc-diffusion/updates/20261013T144247Z-f01-trunk4x-campaign-launch/diffusion/dataset/server_1/model8/plans/f01_trunk4x_complete_20261013/MATRIX_VERIFIED.json b/paper-releases/pbisc-diffusion/updates/20261013T144247Z-f01-trunk4x-campaign-launch/diffusion/dataset/server_1/model8/plans/f01_trunk4x_complete_20261013/MATRIX_VERIFIED.json new file mode 100644 index 0000000000000000000000000000000000000000..ee09b06349cdb941e6df8a9a32902fb8bfeff006 --- /dev/null +++ b/paper-releases/pbisc-diffusion/updates/20261013T144247Z-f01-trunk4x-campaign-launch/diffusion/dataset/server_1/model8/plans/f01_trunk4x_complete_20261013/MATRIX_VERIFIED.json @@ -0,0 +1,10 @@ +{ + "status": "PASS", + "jobs": 105, + "new_adapters": 100, + "all_train_validation_test_sets_replayed": true, + "donor_overlap_count": 0, + "strict_support_manifests_validated": 40, + "historical_run_condition_hashes_verified": 65, + "python_files_parse": true +}