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add files via upload

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  1. clean_config.py +28 -0
  2. data/energy_vs_n.csv +8 -0
  3. data/llm_1_3.csv +5 -0
  4. data/n10l27/k1/ckpt_099999.npz +3 -0
  5. data/n10l27/k1/config.yml +45 -0
  6. data/n10l27/k1/energy-100k/netobs_ckpt_001999.npz +3 -0
  7. data/n10l27/k1/train_stats.csv +0 -0
  8. data/n11l30/k1/ckpt_099999.npz +3 -0
  9. data/n11l30/k1/config.yml +45 -0
  10. data/n11l30/k1/energy-100k/netobs_ckpt_001999.npz +3 -0
  11. data/n11l30/k1/train_stats.csv +0 -0
  12. data/n12l33/k1/ckpt_099999.npz +3 -0
  13. data/n12l33/k1/config.yml +45 -0
  14. data/n12l33/k1/energy-100k/netobs_ckpt_001999.npz +3 -0
  15. data/n12l33/k1/train_stats.csv +0 -0
  16. data/n6l14/cf/lz0/density/netobs_ckpt_099999.npz +3 -0
  17. data/n6l14/cf/lz3/density/netobs_ckpt_099999.npz +3 -0
  18. data/n6l14/k0.5/ckpt_029999.npz +3 -0
  19. data/n6l14/k0.5/config.yml +45 -0
  20. data/n6l14/k0.5/energy/netobs_ckpt_001999.npz +3 -0
  21. data/n6l14/k0.5/lz3/ckpt_069999.npz +3 -0
  22. data/n6l14/k0.5/lz3/config.yml +45 -0
  23. data/n6l14/k0.5/lz3/density/netobs_ckpt_099999.npz +3 -0
  24. data/n6l14/k0.5/lz3/train_stats.csv +0 -0
  25. data/n6l14/k0.5/train_stats.csv +0 -0
  26. data/n6l14/k1/ckpt_029999.npz +3 -0
  27. data/n6l14/k1/config.yml +45 -0
  28. data/n6l14/k1/energy/netobs_ckpt_001999.npz +3 -0
  29. data/n6l14/k1/lz0/ckpt_049999.npz +3 -0
  30. data/n6l14/k1/lz0/config.yml +45 -0
  31. data/n6l14/k1/lz0/density/netobs_ckpt_099999.npz +3 -0
  32. data/n6l14/k1/lz0/train_stats.csv +0 -0
  33. data/n6l14/k1/lz3/ckpt_069999.npz +3 -0
  34. data/n6l14/k1/lz3/config.yml +45 -0
  35. data/n6l14/k1/lz3/density/netobs_ckpt_099999.npz +3 -0
  36. data/n6l14/k1/lz3/train_stats.csv +0 -0
  37. data/n6l14/k1/train_stats.csv +0 -0
  38. data/n6l14/k10/1rdm/netobs_ckpt_019999.npz +3 -0
  39. data/n6l14/k10/ckpt_029999.npz +3 -0
  40. data/n6l14/k10/config.yml +45 -0
  41. data/n6l14/k10/energy/netobs_ckpt_001999.npz +3 -0
  42. data/n6l14/k10/lz3/ckpt_069999.npz +3 -0
  43. data/n6l14/k10/lz3/config.yml +45 -0
  44. data/n6l14/k10/lz3/density/netobs_ckpt_099999.npz +3 -0
  45. data/n6l14/k10/lz3/train_stats.csv +0 -0
  46. data/n6l14/k10/train_stats.csv +0 -0
  47. data/n6l14/k3/ckpt_029999.npz +3 -0
  48. data/n6l14/k3/config.yml +45 -0
  49. data/n6l14/k3/energy/netobs_ckpt_001999.npz +3 -0
  50. data/n6l14/k3/lz3/ckpt_069999.npz +3 -0
clean_config.py ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ """Clean old YAML configs.
2
+
3
+ The old config is not exactly the same as the current one. There might be extra keys or
4
+ missing keys. To make them compatible with the current one, we use the following script
5
+ to merge and reformat the old `config.yml`.
6
+
7
+ Please note that the configs are just used for reference and is not intended to be used
8
+ as input files for new training runs.
9
+ """
10
+
11
+ from pathlib import Path
12
+
13
+ from deephall.config import Config
14
+ from omegaconf import OmegaConf
15
+
16
+
17
+ def clean_yml(yml_file):
18
+ cfg = OmegaConf.merge(Config(), Config.from_dict(OmegaConf.load(yml_file)))
19
+ if cfg.log.restore_path is not None:
20
+ cfg.log.restore_path = ".."
21
+ cfg.log.save_path = "."
22
+ return OmegaConf.to_yaml(cfg)
23
+
24
+
25
+ for yml_file in Path("data").glob("**/config.yml"):
26
+ yml = clean_yml(yml_file)
27
+ with yml_file.open("w") as f:
28
+ f.write(yml)
data/energy_vs_n.csv ADDED
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+ n,energy,std,ed
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+ 6,-0.41168845,2.645261465572502e-06,-0.41094950643499634
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+ 7,-0.41154683,2.9021290953529602e-06,-0.4108186442746442
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+ 8,-0.41144392,2.879689747086185e-06,-0.41073635638010386
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+ 9,-0.41136873,3.0823275062070137e-06,-0.4106794013008164
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+ 10,-0.41128018,3.2480661023628443e-06,-0.41062899996355423
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+ 11,-0.4112016,3.8126137541463985e-06,-0.41058331623433447
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+ 12,-0.41112423,3.7313885028253074e-06,
data/llm_1_3.csv ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
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+ kappa,energy,energy_std,qp_energy,qp_energy_std,qh_energy,qh_energy_std,gap,gap_std,overlap,overlap_std,n_LLL,n_LLL_std
2
+ 0.5,-0.41105583,1.8490209472450772e-05,-0.39742488,7.753923570213439e-06,-0.40584293,7.042846521292787e-06,0.1129933,0.00029937506944612284,0.9975610704784689,0.00022858217942402706,5.9989038,0.0007661699141875938
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+ 1.0,-0.41164517,3.1315617505318924e-06,-0.3989701,1.3159696385124845e-05,-0.40666726,3.4877499844903763e-06,0.10584703,0.00015329843027132365,0.9943108698093162,0.0015627948018575042,5.995548,0.0007512744966378106
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+ 3.0,-0.41333145,3.4658895420822343e-06,-0.4032017,1.2895237789407956e-06,-0.40878397,1.2448402017233627e-06,0.088052385,5.3420196010635674e-05,0.9749903838357865,0.002126463195437478,5.9643607,0.0007763967535057915
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+ 10.0,-0.41742468,9.77647255010857e-07,-0.41054314,3.8698513972323373e-07,-0.41367915,3.504595399620343e-07,0.06376535,1.4867965703793503e-05,0.8726794740575973,0.0013604752726157426,5.7500014,0.0008008284880559299
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data/n10l27/k1/config.yml ADDED
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+ batch_size: 3360
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+ seed: 1733395525
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+ system:
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+ flux: 27
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+ radius: null
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+ nspins:
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+ interaction_strength: 1.0
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+ lz_center: 0.0
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+ lz_penalty: 0.0
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+ l2_penalty: 0.0
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+ interaction_type: coulomb
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+ network:
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+ type: psiformer
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+ orbital: full
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+ psiformer:
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+ num_heads: 4
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+ heads_dim: 64
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+ determinants: 1
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+ width: 0.1
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+ burn_in: 200
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+ adapt_frequency: 100
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+ optim:
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+ iterations: 100000
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+ optimizer: kfac
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+ log:
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+ save_path: .
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+ restore_path: null
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+ save_time_interval: 600
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+ save_step_interval: 1000
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+ initial_energy: true
data/n10l27/k1/energy-100k/netobs_ckpt_001999.npz ADDED
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data/n10l27/k1/train_stats.csv ADDED
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+ batch_size: 3360
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+ iterations: 100000
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+ save_time_interval: 600
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+ initial_energy: true
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