add files via upload
Browse filesThis view is limited to 50 files because it contains too many changes.
See raw diff
- clean_config.py +28 -0
- data/energy_vs_n.csv +8 -0
- data/llm_1_3.csv +5 -0
- data/n10l27/k1/ckpt_099999.npz +3 -0
- data/n10l27/k1/config.yml +45 -0
- data/n10l27/k1/energy-100k/netobs_ckpt_001999.npz +3 -0
- data/n10l27/k1/train_stats.csv +0 -0
- data/n11l30/k1/ckpt_099999.npz +3 -0
- data/n11l30/k1/config.yml +45 -0
- data/n11l30/k1/energy-100k/netobs_ckpt_001999.npz +3 -0
- data/n11l30/k1/train_stats.csv +0 -0
- data/n12l33/k1/ckpt_099999.npz +3 -0
- data/n12l33/k1/config.yml +45 -0
- data/n12l33/k1/energy-100k/netobs_ckpt_001999.npz +3 -0
- data/n12l33/k1/train_stats.csv +0 -0
- data/n6l14/cf/lz0/density/netobs_ckpt_099999.npz +3 -0
- data/n6l14/cf/lz3/density/netobs_ckpt_099999.npz +3 -0
- data/n6l14/k0.5/ckpt_029999.npz +3 -0
- data/n6l14/k0.5/config.yml +45 -0
- data/n6l14/k0.5/energy/netobs_ckpt_001999.npz +3 -0
- data/n6l14/k0.5/lz3/ckpt_069999.npz +3 -0
- data/n6l14/k0.5/lz3/config.yml +45 -0
- data/n6l14/k0.5/lz3/density/netobs_ckpt_099999.npz +3 -0
- data/n6l14/k0.5/lz3/train_stats.csv +0 -0
- data/n6l14/k0.5/train_stats.csv +0 -0
- data/n6l14/k1/ckpt_029999.npz +3 -0
- data/n6l14/k1/config.yml +45 -0
- data/n6l14/k1/energy/netobs_ckpt_001999.npz +3 -0
- data/n6l14/k1/lz0/ckpt_049999.npz +3 -0
- data/n6l14/k1/lz0/config.yml +45 -0
- data/n6l14/k1/lz0/density/netobs_ckpt_099999.npz +3 -0
- data/n6l14/k1/lz0/train_stats.csv +0 -0
- data/n6l14/k1/lz3/ckpt_069999.npz +3 -0
- data/n6l14/k1/lz3/config.yml +45 -0
- data/n6l14/k1/lz3/density/netobs_ckpt_099999.npz +3 -0
- data/n6l14/k1/lz3/train_stats.csv +0 -0
- data/n6l14/k1/train_stats.csv +0 -0
- data/n6l14/k10/1rdm/netobs_ckpt_019999.npz +3 -0
- data/n6l14/k10/ckpt_029999.npz +3 -0
- data/n6l14/k10/config.yml +45 -0
- data/n6l14/k10/energy/netobs_ckpt_001999.npz +3 -0
- data/n6l14/k10/lz3/ckpt_069999.npz +3 -0
- data/n6l14/k10/lz3/config.yml +45 -0
- data/n6l14/k10/lz3/density/netobs_ckpt_099999.npz +3 -0
- data/n6l14/k10/lz3/train_stats.csv +0 -0
- data/n6l14/k10/train_stats.csv +0 -0
- data/n6l14/k3/ckpt_029999.npz +3 -0
- data/n6l14/k3/config.yml +45 -0
- data/n6l14/k3/energy/netobs_ckpt_001999.npz +3 -0
- data/n6l14/k3/lz3/ckpt_069999.npz +3 -0
clean_config.py
ADDED
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"""Clean old YAML configs.
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The old config is not exactly the same as the current one. There might be extra keys or
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missing keys. To make them compatible with the current one, we use the following script
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to merge and reformat the old `config.yml`.
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Please note that the configs are just used for reference and is not intended to be used
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as input files for new training runs.
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"""
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from pathlib import Path
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from deephall.config import Config
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from omegaconf import OmegaConf
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def clean_yml(yml_file):
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cfg = OmegaConf.merge(Config(), Config.from_dict(OmegaConf.load(yml_file)))
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if cfg.log.restore_path is not None:
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cfg.log.restore_path = ".."
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cfg.log.save_path = "."
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return OmegaConf.to_yaml(cfg)
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for yml_file in Path("data").glob("**/config.yml"):
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yml = clean_yml(yml_file)
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with yml_file.open("w") as f:
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f.write(yml)
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data/energy_vs_n.csv
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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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6 |
+
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,
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data/llm_1_3.csv
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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
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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/ckpt_099999.npz
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+
version https://git-lfs.github.com/spec/v1
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+
oid sha256:870d12a8131d0a5556d139f34f11ecba28f290f4a109a65f11084d440a7cc5bd
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+
size 25811563
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data/n10l27/k1/config.yml
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@@ -0,0 +1,45 @@
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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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+
- 10
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+
- 0
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+
interaction_strength: 1.0
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+
lz_center: 0.0
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11 |
+
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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17 |
+
psiformer:
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+
num_heads: 4
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+
heads_dim: 64
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+
num_layers: 4
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+
determinants: 1
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+
mcmc:
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+
steps: 10
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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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+
adam:
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+
lr:
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+
rate: 0.005
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+
decay: 1.0
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+
delay: 2000.0
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+
kfac:
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+
lr:
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+
rate: 0.05
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+
decay: 1.0
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39 |
+
delay: 2000.0
|
40 |
+
log:
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+
save_path: .
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+
restore_path: null
|
43 |
+
save_time_interval: 600
|
44 |
+
save_step_interval: 1000
|
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+
initial_energy: true
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data/n10l27/k1/energy-100k/netobs_ckpt_001999.npz
ADDED
@@ -0,0 +1,3 @@
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+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:06e3a386be8954eb7ec3828311378b68f047d26c124386d6a8a5e41676e43bf3
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3 |
+
size 299036
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data/n10l27/k1/train_stats.csv
ADDED
The diff for this file is too large to render.
See raw diff
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data/n11l30/k1/ckpt_099999.npz
ADDED
@@ -0,0 +1,3 @@
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1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0fbbacdeebc9ceb43c79498820150832c5e63c7a55b1548679af7bfce6f919a4
|
3 |
+
size 26349160
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data/n11l30/k1/config.yml
ADDED
@@ -0,0 +1,45 @@
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+
batch_size: 3360
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2 |
+
seed: 1733424196
|
3 |
+
system:
|
4 |
+
flux: 30
|
5 |
+
radius: null
|
6 |
+
nspins:
|
7 |
+
- 11
|
8 |
+
- 0
|
9 |
+
interaction_strength: 1.0
|
10 |
+
lz_center: 0.0
|
11 |
+
lz_penalty: 0.0
|
12 |
+
l2_penalty: 0.0
|
13 |
+
interaction_type: coulomb
|
14 |
+
network:
|
15 |
+
type: psiformer
|
16 |
+
orbital: full
|
17 |
+
psiformer:
|
18 |
+
num_heads: 4
|
19 |
+
heads_dim: 64
|
20 |
+
num_layers: 4
|
21 |
+
determinants: 1
|
22 |
+
mcmc:
|
23 |
+
steps: 10
|
24 |
+
width: 0.1
|
25 |
+
burn_in: 200
|
26 |
+
adapt_frequency: 100
|
27 |
+
optim:
|
28 |
+
iterations: 100000
|
29 |
+
optimizer: kfac
|
30 |
+
adam:
|
31 |
+
lr:
|
32 |
+
rate: 0.005
|
33 |
+
decay: 1.0
|
34 |
+
delay: 2000.0
|
35 |
+
kfac:
|
36 |
+
lr:
|
37 |
+
rate: 0.05
|
38 |
+
decay: 1.0
|
39 |
+
delay: 2000.0
|
40 |
+
log:
|
41 |
+
save_path: .
|
42 |
+
restore_path: null
|
43 |
+
save_time_interval: 600
|
44 |
+
save_step_interval: 1000
|
45 |
+
initial_energy: true
|
data/n11l30/k1/energy-100k/netobs_ckpt_001999.npz
ADDED
@@ -0,0 +1,3 @@
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|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:43f56d80d6a4918683f4d7a5d5a50dd1392912d113f611e5f34d7b0c8bb52c8e
|
3 |
+
size 323199
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data/n11l30/k1/train_stats.csv
ADDED
The diff for this file is too large to render.
See raw diff
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data/n12l33/k1/ckpt_099999.npz
ADDED
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1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4729d4aeeda5aa5e1e359a463715086531fb3e33e665adc4467c2c305a669138
|
3 |
+
size 27055928
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data/n12l33/k1/config.yml
ADDED
@@ -0,0 +1,45 @@
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+
batch_size: 3360
|
2 |
+
seed: 1733446700
|
3 |
+
system:
|
4 |
+
flux: 33
|
5 |
+
radius: null
|
6 |
+
nspins:
|
7 |
+
- 12
|
8 |
+
- 0
|
9 |
+
interaction_strength: 1.0
|
10 |
+
lz_center: 0.0
|
11 |
+
lz_penalty: 0.0
|
12 |
+
l2_penalty: 0.0
|
13 |
+
interaction_type: coulomb
|
14 |
+
network:
|
15 |
+
type: psiformer
|
16 |
+
orbital: full
|
17 |
+
psiformer:
|
18 |
+
num_heads: 4
|
19 |
+
heads_dim: 64
|
20 |
+
num_layers: 4
|
21 |
+
determinants: 1
|
22 |
+
mcmc:
|
23 |
+
steps: 10
|
24 |
+
width: 0.1
|
25 |
+
burn_in: 200
|
26 |
+
adapt_frequency: 100
|
27 |
+
optim:
|
28 |
+
iterations: 100000
|
29 |
+
optimizer: kfac
|
30 |
+
adam:
|
31 |
+
lr:
|
32 |
+
rate: 0.005
|
33 |
+
decay: 1.0
|
34 |
+
delay: 2000.0
|
35 |
+
kfac:
|
36 |
+
lr:
|
37 |
+
rate: 0.05
|
38 |
+
decay: 1.0
|
39 |
+
delay: 2000.0
|
40 |
+
log:
|
41 |
+
save_path: .
|
42 |
+
restore_path: null
|
43 |
+
save_time_interval: 600
|
44 |
+
save_step_interval: 1000
|
45 |
+
initial_energy: true
|
data/n12l33/k1/energy-100k/netobs_ckpt_001999.npz
ADDED
@@ -0,0 +1,3 @@
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1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a8c155807018064746da6a392fc633e201be2a83e3cde5e7de2377f9a4a89fac
|
3 |
+
size 348030
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data/n12l33/k1/train_stats.csv
ADDED
The diff for this file is too large to render.
See raw diff
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data/n6l14/cf/lz0/density/netobs_ckpt_099999.npz
ADDED
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+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:44e2f15015e245a93ed5b14988247b3a29d7b6781d08cb1533fc9eb72716c7ae
|
3 |
+
size 153008
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data/n6l14/cf/lz3/density/netobs_ckpt_099999.npz
ADDED
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+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:23c6cf7974940e92fbc4350b48b562b52dc509f1e0b91a49cf54ce0fe92bae2d
|
3 |
+
size 153218
|
data/n6l14/k0.5/ckpt_029999.npz
ADDED
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1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e4db5777aa67c1212d60f35ef749cc26244518ced27c27b8a0091fb49a3fad62
|
3 |
+
size 24464778
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data/n6l14/k0.5/config.yml
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data/n6l14/k0.5/lz3/density/netobs_ckpt_099999.npz
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data/n6l14/k1/lz0/density/netobs_ckpt_099999.npz
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See raw diff
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34 |
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|
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|
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restore_path: null
|
43 |
+
save_time_interval: 600
|
44 |
+
save_step_interval: 1000
|
45 |
+
initial_energy: true
|
data/n6l14/k10/energy/netobs_ckpt_001999.npz
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:f3ce0b4c75783ff36a0ea64b89dc403ef8fba9ab18cde9d61a1c55cb2d9f3da3
|
3 |
+
size 201338
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data/n6l14/k10/lz3/ckpt_069999.npz
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:40261b72446d640befb70bdbc1a3652f586f8e3607abfe45d1754bd52150fbd3
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3 |
+
size 24497253
|
data/n6l14/k10/lz3/config.yml
ADDED
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
1 |
+
batch_size: 3360
|
2 |
+
seed: 1734244359
|
3 |
+
system:
|
4 |
+
flux: 14
|
5 |
+
radius: null
|
6 |
+
nspins:
|
7 |
+
- 6
|
8 |
+
- 0
|
9 |
+
interaction_strength: 10.0
|
10 |
+
lz_center: 3.0
|
11 |
+
lz_penalty: 0.02
|
12 |
+
l2_penalty: 0.0
|
13 |
+
interaction_type: coulomb
|
14 |
+
network:
|
15 |
+
type: psiformer
|
16 |
+
orbital: full
|
17 |
+
psiformer:
|
18 |
+
num_heads: 4
|
19 |
+
heads_dim: 64
|
20 |
+
num_layers: 4
|
21 |
+
determinants: 1
|
22 |
+
mcmc:
|
23 |
+
steps: 10
|
24 |
+
width: 0.1
|
25 |
+
burn_in: 200
|
26 |
+
adapt_frequency: 100
|
27 |
+
optim:
|
28 |
+
iterations: 70000
|
29 |
+
optimizer: kfac
|
30 |
+
adam:
|
31 |
+
lr:
|
32 |
+
rate: 0.005
|
33 |
+
decay: 1.0
|
34 |
+
delay: 2000.0
|
35 |
+
kfac:
|
36 |
+
lr:
|
37 |
+
rate: 0.05
|
38 |
+
decay: 1.0
|
39 |
+
delay: 2000.0
|
40 |
+
log:
|
41 |
+
save_path: .
|
42 |
+
restore_path: ..
|
43 |
+
save_time_interval: 600
|
44 |
+
save_step_interval: 1000
|
45 |
+
initial_energy: true
|
data/n6l14/k10/lz3/density/netobs_ckpt_099999.npz
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:f19422734f016c012138d780d93f496a951b39745dd823db441c518e62fcddf1
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size 153108
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data/n6l14/k10/lz3/train_stats.csv
ADDED
The diff for this file is too large to render.
See raw diff
|
|
data/n6l14/k10/train_stats.csv
ADDED
The diff for this file is too large to render.
See raw diff
|
|
data/n6l14/k3/ckpt_029999.npz
ADDED
@@ -0,0 +1,3 @@
|
|
|
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|
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:1f52df88c26b207bd0c930ddb492bed91007dcb2452955383f488db673c7c622
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3 |
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size 24473863
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data/n6l14/k3/config.yml
ADDED
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
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|
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|
|
|
|
1 |
+
batch_size: 3360
|
2 |
+
seed: 1733298635
|
3 |
+
system:
|
4 |
+
flux: 14
|
5 |
+
radius: null
|
6 |
+
nspins:
|
7 |
+
- 6
|
8 |
+
- 0
|
9 |
+
interaction_strength: 3.0
|
10 |
+
lz_center: 0.0
|
11 |
+
lz_penalty: 0.0
|
12 |
+
l2_penalty: 0.0
|
13 |
+
interaction_type: coulomb
|
14 |
+
network:
|
15 |
+
type: psiformer
|
16 |
+
orbital: full
|
17 |
+
psiformer:
|
18 |
+
num_heads: 4
|
19 |
+
heads_dim: 64
|
20 |
+
num_layers: 4
|
21 |
+
determinants: 1
|
22 |
+
mcmc:
|
23 |
+
steps: 10
|
24 |
+
width: 0.1
|
25 |
+
burn_in: 200
|
26 |
+
adapt_frequency: 100
|
27 |
+
optim:
|
28 |
+
iterations: 30000
|
29 |
+
optimizer: kfac
|
30 |
+
adam:
|
31 |
+
lr:
|
32 |
+
rate: 0.005
|
33 |
+
decay: 1.0
|
34 |
+
delay: 2000.0
|
35 |
+
kfac:
|
36 |
+
lr:
|
37 |
+
rate: 0.05
|
38 |
+
decay: 1.0
|
39 |
+
delay: 2000.0
|
40 |
+
log:
|
41 |
+
save_path: .
|
42 |
+
restore_path: null
|
43 |
+
save_time_interval: 600
|
44 |
+
save_step_interval: 1000
|
45 |
+
initial_energy: true
|
data/n6l14/k3/energy/netobs_ckpt_001999.npz
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
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oid sha256:2f627db0ef3da65703b0737a85bc04a9fdf093da51a327ed1be2681836cc21c1
|
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size 201869
|
data/n6l14/k3/lz3/ckpt_069999.npz
ADDED
@@ -0,0 +1,3 @@
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|
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|
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:e602f92fa73296d83aff2f42f157d84635b8c27d15661259b79efe46d2670f25
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size 24494795
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