Upload folder using huggingface_hub

gaussian_all_models/dsb/seed_41/.hydra/config.yaml

@@ -0,0 +1,17 @@
+name: gaussian
+seed: 41
+a: 0.1
+dim: 5
+sigma: 1.0
+num_steps: 20
+net_name: mlp_large
+activation_fn: torch.nn.SiLU
+model_name: dsb
+first_coupling: ref
+inner_iters: 10000
+outer_iters: 40
+fb_sequence:
+- b
+- f
+paths:
+  experiments_dir_name: experiments

gaussian_all_models/dsb/seed_41/.hydra/hydra.yaml

@@ -0,0 +1,187 @@
+hydra:
+  run:
+    dir: /projects/p32222/aTester/dsbm/results/gaussian_all_models/dsb/seed_41
+  sweep:
+    dir: ./${paths.experiments_dir_name}/${name}/${hydra.job.override_dirname}
+    subdir: ${seed}
+  launcher:
+    _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
+  sweeper:
+    _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
+    max_batch_size: null
+    params: null
+  help:
+    app_name: ${hydra.job.name}
+    header: '${hydra.help.app_name} is powered by Hydra.
+
+      '
+    footer: 'Powered by Hydra (https://hydra.cc)
+
+      Use --hydra-help to view Hydra specific help
+
+      '
+    template: '${hydra.help.header}
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (group=option)
+
+
+      $APP_CONFIG_GROUPS
+
+
+      == Config ==
+
+      Override anything in the config (foo.bar=value)
+
+
+      $CONFIG
+
+
+      ${hydra.help.footer}
+
+      '
+  hydra_help:
+    template: 'Hydra (${hydra.runtime.version})
+
+      See https://hydra.cc for more info.
+
+
+      == Flags ==
+
+      $FLAGS_HELP
+
+
+      == Configuration groups ==
+
+      Compose your configuration from those groups (For example, append hydra/job_logging=disabled
+      to command line)
+
+
+      $HYDRA_CONFIG_GROUPS
+
+
+      Use ''--cfg hydra'' to Show the Hydra config.
+
+      '
+    hydra_help: ???
+  hydra_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(asctime)s][HYDRA] %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+    root:
+      level: INFO
+      handlers:
+      - console
+    loggers:
+      logging_example:
+        level: DEBUG
+    disable_existing_loggers: false
+  job_logging:
+    version: 1
+    formatters:
+      simple:
+        format: '[%(levelname)s] - %(message)s'
+    handlers:
+      console:
+        class: logging.StreamHandler
+        formatter: simple
+        stream: ext://sys.stdout
+      file:
+        class: logging.FileHandler
+        formatter: simple
+        filename: run.log
+    root:
+      level: INFO
+      handlers:
+      - console
+      - file
+    disable_existing_loggers: false
+  env: {}
+  mode: RUN
+  searchpath: []
+  callbacks: {}
+  output_subdir: .hydra
+  overrides:
+    hydra:
+    - hydra.run.dir=/projects/p32222/aTester/dsbm/results/gaussian_all_models/dsb/seed_41
+    - hydra.job.chdir=true
+    - hydra.mode=RUN
+    task:
+    - seed=41
+    - model_name=dsb
+    - dim=5
+    - sigma=1.0
+    - num_steps=20
+    - outer_iters=40
+    - inner_iters=10000
+    - net_name=mlp_large
+    - activation_fn=torch.nn.SiLU
+    - fb_sequence=[b,f]
+    - first_coupling=ref
+  job:
+    name: cli
+    chdir: true
+    override_dirname: activation_fn=torch.nn.SiLU,dim=5,fb_sequence=[b,f],first_coupling=ref,inner_iters=10000,model_name=dsb,net_name=mlp_large,num_steps=20,outer_iters=40,sigma=1.0
+    id: ???
+    num: ???
+    config_name: gaussian.yaml
+    env_set: {}
+    env_copy: []
+    config:
+      override_dirname:
+        kv_sep: '='
+        item_sep: ','
+        exclude_keys:
+        - name
+        - launcher
+        - run
+        - training
+        - device
+        - data
+        - data_dir
+        - dataset
+        - load
+        - Dataset
+        - data.dataset
+        - test_batch_size
+        - y_cond
+        - x_cond_true
+        - LOGGER
+        - plot_npar
+        - paths.data_dir_name
+        - seed
+        - autostart_next_it
+        - checkpoint_run
+  runtime:
+    version: 1.3.2
+    version_base: '1.3'
+    cwd: /gpfs/projects/p32222/aTester/dsbm
+    config_sources:
+    - path: hydra.conf
+      schema: pkg
+      provider: hydra
+    - path: /gpfs/projects/p32222/aTester/dsbm/src/dsbm/configs/hydra
+      schema: file
+      provider: main
+    - path: ''
+      schema: structured
+      provider: schema
+    output_dir: /projects/p32222/aTester/dsbm/results/gaussian_all_models/dsb/seed_41
+    choices:
+      hydra/env: default
+      hydra/callbacks: null
+      hydra/job_logging: default
+      hydra/hydra_logging: default
+      hydra/hydra_help: default
+      hydra/help: default
+      hydra/sweeper: basic
+      hydra/launcher: basic
+      hydra/output: default
+  verbose: false

gaussian_all_models/dsb/seed_41/.hydra/overrides.yaml

@@ -0,0 +1,11 @@
+- seed=41
+- model_name=dsb
+- dim=5
+- sigma=1.0
+- num_steps=20
+- outer_iters=40
+- inner_iters=10000
+- net_name=mlp_large
+- activation_fn=torch.nn.SiLU
+- fb_sequence=[b,f]
+- first_coupling=ref

gaussian_all_models/dsb/seed_41/data.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1191cecb101ec60f85256d683f2e611cfc410173632ffc22b6a68987b45262b2
+size 802047

gaussian_all_models/dsb/seed_41/df_result.csv

@@ -0,0 +1,41 @@
+,mean,var,cov
+0,0.010929165408015251,0.8366009593009949,0.5308341383934021
+1,0.014603456482291222,0.8370414972305298,0.5339316129684448
+2,-0.07845889031887054,1.0560815334320068,0.6235183477401733
+3,-0.08502054959535599,1.056023359298706,0.6224207878112793
+4,-0.07810468971729279,0.9888827204704285,0.5888417363166809
+5,-0.08230053633451462,0.9991177320480347,0.5875104665756226
+6,-0.03052034042775631,1.0217783451080322,0.5965629816055298
+7,-0.029003912582993507,1.0182205438613892,0.5990639925003052
+8,-0.07794912159442902,1.0159006118774414,0.5946115851402283
+9,-0.07919860631227493,1.0061019659042358,0.5864668488502502
+10,-0.09526430070400238,1.0532081127166748,0.6075255274772644
+11,-0.09237479418516159,1.0509262084960938,0.6113573312759399
+12,-0.08752915263175964,1.0444473028182983,0.6049718856811523
+13,-0.07827971875667572,1.04514741897583,0.6085352301597595
+14,-0.08528713881969452,1.0481191873550415,0.6080127358436584
+15,-0.08039077371358871,1.043060064315796,0.607214093208313
+16,-0.08661239594221115,1.0390064716339111,0.6101431846618652
+17,-0.09255599975585938,1.036858081817627,0.6013908386230469
+18,-0.0921642929315567,1.0261776447296143,0.6029242277145386
+19,-0.09165586531162262,1.036344289779663,0.6095274090766907
+20,-0.08867615461349487,1.0278161764144897,0.5994520783424377
+21,-0.08059052377939224,1.0373119115829468,0.6058084964752197
+22,-0.10999637842178345,1.028810977935791,0.5984055995941162
+23,-0.10914144665002823,1.0330626964569092,0.5956010818481445
+24,-0.08992978185415268,1.0211588144302368,0.6045461893081665
+25,-0.0830284133553505,1.0242198705673218,0.6002920866012573
+26,-0.08224479109048843,1.0389091968536377,0.6001217365264893
+27,-0.07924293726682663,1.0378724336624146,0.6072463989257812
+28,-0.07605207711458206,1.0265291929244995,0.5934857130050659
+29,-0.07595966756343842,1.0365854501724243,0.599071204662323
+30,-0.05496519058942795,1.0409270524978638,0.6036238670349121
+31,-0.05844832584261894,1.0448566675186157,0.6000630855560303
+32,-0.05850598216056824,1.0435326099395752,0.5999977588653564
+33,-0.06152811646461487,1.0522477626800537,0.6045932769775391
+34,-0.09175363928079605,1.0261565446853638,0.5989611148834229
+35,-0.08769262582063675,1.0011217594146729,0.584757924079895
+36,-0.08521385490894318,1.0350244045257568,0.6020634174346924
+37,-0.09300671517848969,1.0352323055267334,0.6028904914855957
+38,-0.08173203468322754,1.028119683265686,0.593480110168457
+39,-0.07374956458806992,1.0310617685317993,0.597078800201416

gaussian_all_models/dsb/seed_41/df_result.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b52b5f9c162462dc585a6198dbbb3b04d2b51e58ccff2d50563bdd9fedd32e81
+size 1775

gaussian_all_models/dsb/seed_41/df_result_100.csv

@@ -0,0 +1,41 @@
+,mean,var,cov
+0,0.010248972102999687,0.8390144109725952,0.5311541557312012
+1,0.011223928071558475,0.8368922472000122,0.5309643745422363
+2,-0.07789172977209091,1.0600063800811768,0.623104453086853
+3,-0.07319358736276627,1.058321475982666,0.6246091723442078
+4,-0.0721600279211998,0.9819787740707397,0.5802148580551147
+5,-0.08200927078723907,0.9808961749076843,0.5892435312271118
+6,-0.03660134971141815,1.0185168981552124,0.5918567776679993
+7,-0.02911289967596531,1.0186984539031982,0.5935508012771606
+8,-0.08196814358234406,1.019695520401001,0.5914650559425354
+9,-0.07829513400793076,1.0238988399505615,0.5937661528587341
+10,-0.09708032011985779,1.051987648010254,0.6085278391838074
+11,-0.09477759152650833,1.0571846961975098,0.6141908764839172
+12,-0.08335458487272263,1.0464222431182861,0.6055319309234619
+13,-0.08591756969690323,1.0515011548995972,0.6064545512199402
+14,-0.08241932839155197,1.04391610622406,0.6042144894599915
+15,-0.07432729005813599,1.0438779592514038,0.6049904823303223
+16,-0.08470023423433304,1.042901635169983,0.6084309816360474
+17,-0.08547832816839218,1.049817442893982,0.6088379621505737
+18,-0.09170990437269211,1.0218364000320435,0.6038113832473755
+19,-0.09034945070743561,1.0213947296142578,0.6065146923065186
+20,-0.08525682985782623,1.049446702003479,0.6087695360183716
+21,-0.08578584343194962,1.0293481349945068,0.6020642518997192
+22,-0.11395156383514404,1.0359822511672974,0.60216224193573
+23,-0.10741535574197769,1.021991491317749,0.5976508259773254
+24,-0.08184009045362473,1.0268255472183228,0.5988941788673401
+25,-0.08044886589050293,1.0340704917907715,0.6011608839035034
+26,-0.08287583291530609,1.03140389919281,0.5971090793609619
+27,-0.08374945819377899,1.0303491353988647,0.6012587547302246
+28,-0.07285328954458237,1.022671103477478,0.5913190245628357
+29,-0.07253870368003845,1.0310693979263306,0.5972875356674194
+30,-0.055243540555238724,1.0475091934204102,0.602396547794342
+31,-0.05488389730453491,1.0350372791290283,0.5993712544441223
+32,-0.05994053930044174,1.048385500907898,0.6026210784912109
+33,-0.05806344747543335,1.0353903770446777,0.5995686054229736
+34,-0.08523895591497421,1.0202596187591553,0.5895432233810425
+35,-0.09469504654407501,1.0242563486099243,0.5969762802124023
+36,-0.08910997211933136,1.0341254472732544,0.597577691078186
+37,-0.0850338265299797,1.0354931354522705,0.6016472578048706
+38,-0.07514780759811401,1.0227363109588623,0.5898677706718445
+39,-0.07087594270706177,1.022741675376892,0.5948923826217651