Archive 4 checkpoints (1-4)
Browse files- paper-releases/pbisc-diffusion/updates/20261002T124820Z-crosscohort-liu-default/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/runs/ho_giroux2022/K1000/lora16/RUN.json +464 -0
- paper-releases/pbisc-diffusion/updates/20261002T124820Z-crosscohort-liu-default/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/runs/ho_giroux2022/K1000/lora16/history.json +892 -0
- paper-releases/pbisc-diffusion/updates/20261002T124820Z-crosscohort-liu-default/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/runs/ho_ji2025_chili/K1000/lora16/RUN.json +505 -0
- paper-releases/pbisc-diffusion/updates/20261002T124820Z-crosscohort-liu-default/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/runs/ho_ye2026_sepsis/K1000/lora16/RUN.json +463 -0
paper-releases/pbisc-diffusion/updates/20261002T124820Z-crosscohort-liu-default/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/runs/ho_giroux2022/K1000/lora16/RUN.json
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| 1 |
+
{
|
| 2 |
+
"schema": "pbisc_sdd.ft_crosscohort.run.v1",
|
| 3 |
+
"source_checkpoint": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/runs/f01_6k_1x_seed20260627/checkpoint_epoch_016.pt",
|
| 4 |
+
"source_checkpoint_sha256": "8c7cd0e83e2bc19fe03dfcbc084919a1e2f61be8cc8bc12f4caf543dfda91633",
|
| 5 |
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"split": "ho_giroux2022",
|
| 6 |
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"split_file": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_crosscohort_20261002/splits/ho_giroux2022.json",
|
| 7 |
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"split_sha256": "51fd84ec0731c723ab80f60d64fdbd8db586caa14e1dfd50ca932c473068349a",
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| 8 |
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"held_out": "giroux2022",
|
| 9 |
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"recipe_k": 1000,
|
| 10 |
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"balance": "cohort",
|
| 11 |
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"mode": "lora",
|
| 12 |
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"trainable": {
|
| 13 |
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"mode": "lora",
|
| 14 |
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"lora_layers": [
|
| 15 |
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"time_encoder.0",
|
| 16 |
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|
| 17 |
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"condition_encoder.0",
|
| 18 |
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"condition_encoder.3",
|
| 19 |
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"context_mixer.2",
|
| 20 |
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"down_blocks.0.input_projection",
|
| 21 |
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"down_blocks.0.context_projection.1",
|
| 22 |
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"down_blocks.1.input_projection",
|
| 23 |
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"down_blocks.1.context_projection.1",
|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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"output_trunk.0",
|
| 35 |
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"value_head",
|
| 36 |
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"active_head"
|
| 37 |
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],
|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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},
|
| 44 |
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|
| 45 |
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"warmup": 200,
|
| 46 |
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"batch_size": 256,
|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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"cohorts": [
|
| 56 |
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{
|
| 57 |
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"cohort": "immicro",
|
| 58 |
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|
| 59 |
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"condition_npz_sha256": "2be5717d19e86bdf38e4838d4bd2886a211ba78bfbfe749c458305a3e0ac2dcc",
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| 60 |
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| 172 |
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{
|
| 173 |
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"cohort": "ye2026_sepsis",
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paper-releases/pbisc-diffusion/updates/20261002T124820Z-crosscohort-liu-default/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/runs/ho_giroux2022/K1000/lora16/history.json
ADDED
|
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paper-releases/pbisc-diffusion/updates/20261002T124820Z-crosscohort-liu-default/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/runs/ho_ji2025_chili/K1000/lora16/RUN.json
ADDED
|
@@ -0,0 +1,505 @@
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|
| 1 |
+
{
|
| 2 |
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|
| 3 |
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|
| 4 |
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| 5 |
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|
| 6 |
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|
| 7 |
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|
| 9 |
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|
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|
| 11 |
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|
| 12 |
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|
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|
| 14 |
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|
| 15 |
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|
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 54 |
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| 55 |
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"cohorts": [
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| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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+
"N129_AC",
|
| 477 |
+
"N147_TOL",
|
| 478 |
+
"N150_BC",
|
| 479 |
+
"N158_AC",
|
| 480 |
+
"N159_BC",
|
| 481 |
+
"N001_TOL",
|
| 482 |
+
"N001_FU1",
|
| 483 |
+
"N002_TOL",
|
| 484 |
+
"N002_FU1",
|
| 485 |
+
"N005_BC",
|
| 486 |
+
"N005_AC",
|
| 487 |
+
"N012_TOL",
|
| 488 |
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"N012_FU1",
|
| 489 |
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"N018_BC",
|
| 490 |
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"N018_AC",
|
| 491 |
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"N022_TOL",
|
| 492 |
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"N022_FU1",
|
| 493 |
+
"N035_TOL",
|
| 494 |
+
"N043_TOL",
|
| 495 |
+
"N043_FU1"
|
| 496 |
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],
|
| 497 |
+
"max_abs_weight_change": 8.374964714050293,
|
| 498 |
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"n_tensors_changed": 22,
|
| 499 |
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"seed": 20261002,
|
| 500 |
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"wall_seconds": 851.6,
|
| 501 |
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"smoke": false,
|
| 502 |
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"written_utc": "2026-10-02T12:07:05.440118+00:00",
|
| 503 |
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"checkpoint_sha256": "e00f716f4a61ff5acf7f094007e68c40cab0da1aca64516942edc62dfa783a5f",
|
| 504 |
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"reload_forward_max_abs_diff": 0.0
|
| 505 |
+
}
|
paper-releases/pbisc-diffusion/updates/20261002T124820Z-crosscohort-liu-default/diffusion/dataset/server_1/model8/plans/paired_crosscohort_20261002/runs/ho_ye2026_sepsis/K1000/lora16/RUN.json
ADDED
|
@@ -0,0 +1,463 @@
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|
| 1 |
+
{
|
| 2 |
+
"schema": "pbisc_sdd.ft_crosscohort.run.v1",
|
| 3 |
+
"source_checkpoint": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/runs/f01_6k_1x_seed20260627/checkpoint_epoch_016.pt",
|
| 4 |
+
"source_checkpoint_sha256": "8c7cd0e83e2bc19fe03dfcbc084919a1e2f61be8cc8bc12f4caf543dfda91633",
|
| 5 |
+
"split": "ho_ye2026_sepsis",
|
| 6 |
+
"split_file": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_crosscohort_20261002/splits/ho_ye2026_sepsis.json",
|
| 7 |
+
"split_sha256": "027f0518ea94870b112967bca4fc17a28705b82e56fc1b1e25fc322cf48d4e0d",
|
| 8 |
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"held_out": "ye2026_sepsis",
|
| 9 |
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"recipe_k": 1000,
|
| 10 |
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"balance": "cohort",
|
| 11 |
+
"mode": "lora",
|
| 12 |
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"trainable": {
|
| 13 |
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"mode": "lora",
|
| 14 |
+
"lora_layers": [
|
| 15 |
+
"time_encoder.0",
|
| 16 |
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"time_encoder.2",
|
| 17 |
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"condition_encoder.0",
|
| 18 |
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"condition_encoder.3",
|
| 19 |
+
"context_mixer.2",
|
| 20 |
+
"down_blocks.0.input_projection",
|
| 21 |
+
"down_blocks.0.context_projection.1",
|
| 22 |
+
"down_blocks.1.input_projection",
|
| 23 |
+
"down_blocks.1.context_projection.1",
|
| 24 |
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"down_blocks.2.input_projection",
|
| 25 |
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"down_blocks.2.context_projection.1",
|
| 26 |
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"down_blocks.3.input_projection",
|
| 27 |
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"down_blocks.3.context_projection.1",
|
| 28 |
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|
| 29 |
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"up_blocks.0.context_projection.1",
|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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"output_trunk.0",
|
| 35 |
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|
| 36 |
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"active_head"
|
| 37 |
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],
|
| 38 |
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"lora_rank": 16,
|
| 39 |
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"lora_alpha": 16.0,
|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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},
|
| 44 |
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"lr": 0.0005,
|
| 45 |
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"warmup": 200,
|
| 46 |
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"batch_size": 256,
|
| 47 |
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|
| 48 |
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|
| 49 |
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"steps_run": 20000,
|
| 50 |
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"eval_every": 250,
|
| 51 |
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"patience": 8,
|
| 52 |
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"selected_step": 19750,
|
| 53 |
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"selected_inner_val_loss": 0.0985743707807904,
|
| 54 |
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"pretrained_inner_val_loss": 0.10749047702517023,
|
| 55 |
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"cohorts": [
|
| 56 |
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{
|
| 57 |
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"cohort": "immicro",
|
| 58 |
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"condition_npz": "/home/sj_server_1/PBISC/immun-pbmc-fm/model_8_sparse_data_diffusion/plans/paired_crosscohort_20261002/data/immicro/conditions_raw_K1000.npz",
|
| 59 |
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| 60 |
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| 61 |
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