#model_name:
#  kit: MindScience kit.
#  model_path: original model path
#  data_status: whether the data has been downloaded
#  funcs: model funcs
#    train_module: train function module
#    train_func: train function name
#    train_args_module: train args_parser function module
#    eval_args_func: train args_parser function name
#    eval_module: evaluation function module
#    eval_func: evaluation function name
#    eval_args_module: evaluation args_parser function module
#    eval_args_func: evaluation args_parser function name
auq_pinns:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/auq_pinns
  remote_data_path: mindscience/SciAI/sciai/model/auq_pinns
  data_status: False
cpinns:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/cpinns
  remote_data_path: mindscience/SciAI/sciai/model/cpinns
  data_status: False
deep_hpms:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/deep_hpms
  remote_data_path: mindscience/SciAI/sciai/model/deep_hpms
  data_status: False
deep_ritz:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/deep_ritz
  remote_data_path: mindscience/SciAI/sciai/model/deep_ritz
  data_status: False
dgm:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/dgm
  remote_data_path: mindscience/SciAI/sciai/model/dgm
  data_status: False
enso:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/enso
  remote_data_path: mindscience/SciAI/sciai/model/enso
  data_status: False
fbsnns:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/fbsnns
  remote_data_path: mindscience/SciAI/sciai/model/fbsnns
  data_status: False
fpinns:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/fpinns
  remote_data_path: mindscience/SciAI/sciai/model/fpinns
  data_status: False
gradient_pathologies_pinns:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/gradient_pathologies_pinns
  remote_data_path: mindscience/SciAI/sciai/model/gradient_pathologies_pinns
  data_status: False
hfm:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/hfm
  remote_data_path: mindscience/SciAI/sciai/model/hfm
  data_status: False
hp_vpinns:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/hp_vpinns
  remote_data_path: mindscience/SciAI/sciai/model/hp_vpinns
  data_status: False
laaf:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/laaf
  remote_data_path: mindscience/SciAI/sciai/model/laaf
  data_status: False
label_free_dnn_surrogate:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/label_free_dnn_surrogate
  remote_data_path: mindscience/SciAI/sciai/model/label_free_dnn_surrogate
  data_status: False
mgnet:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/mgnet
  remote_data_path: mindscience/SciAI/sciai/model/mgnet
  data_status: False
multiscale_pinns:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/multiscale_pinns
  remote_data_path: mindscience/SciAI/sciai/model/multiscale_pinns
  data_status: False
nsf_nets:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/nsf_nets
  remote_data_path: mindscience/SciAI/sciai/model/nsf_nets
  data_status: False
phygeonet:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/phygeonet
  remote_data_path: mindscience/SciAI/sciai/model/phygeonet
  data_status: False
pi_deeponet:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/pi_deeponet
  remote_data_path: mindscience/SciAI/sciai/model/pi_deeponet
  data_status: False
pinn_elastodynamics:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/pinn_elastodynamics
  remote_data_path: mindscience/SciAI/sciai/model/pinn_elastodynamics
  data_status: False
pinn_heattransfer:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/pinn_heattransfer
  remote_data_path: mindscience/SciAI/sciai/model/pinn_heattransfer
  data_status: False
pinn_helmholtz:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/pinn_helmholtz
  remote_data_path: mindscience/SciAI/sciai/model/pinn_helmholtz
  data_status: False
pinns_ntk:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/pinns_ntk
  remote_data_path: mindscience/SciAI/sciai/model/pinns_ntk
  data_status: False
pinns_swe:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/pinns_swe
  remote_data_path: mindscience/SciAI/sciai/model/pinns_swe
  data_status: False
ppinns:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/ppinns
  remote_data_path: mindscience/SciAI/sciai/model/ppinns
  data_status: False
sympnets:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/sympnets
  remote_data_path: mindscience/SciAI/sciai/model/sympnets
  data_status: False
xpinns:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/xpinns
  remote_data_path: mindscience/SciAI/sciai/model/xpinns
  data_status: False
maxwell_net:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/maxwell_net
  remote_data_path: mindscience/SciAI/sciai/model/maxwell_net
  data_status: False
deeponet:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/deeponet
  remote_data_path: mindscience/SciAI/sciai/model/deeponet
  data_status: False
deepbsde:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/deepbsde
  remote_data_path: mindscience/SciAI/sciai/model/deepbsde
  data_status: False
pfnn:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/pfnn
  remote_data_path: mindscience/SciAI/sciai/model/pfnn
  data_status: False
ocean_model:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/ocean_model
  remote_data_path: mindscience/SciAI/sciai/model/ocean_model
  data_status: False
inversion_net:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/inversion_net
  remote_data_path: mindscience/SciAI/sciai/model/inversion_net
pinns:
  kit: SciAI
  model_path: mindscience/SciAI/sciai/model/pinns
  remote_data_path: mindscience/SciAI/sciai/model/pinns
  data_status: False
burgers_fno1d:
  kit: MindFlow
  model_path: mindscience/MindFlow/applications/data_driven/burgers/fno1d
  data_status: False
  funcs:
    train_module: train
    train_func: train
    train_args_module: train
    train_args_func: parse_args
burgers_kno1d:
  kit: MindFlow
  model_path: mindscience/MindFlow/applications/data_driven/burgers/kno1d
  data_status: False
  funcs:
    train_module: train
    train_func: train
    train_args_module: train
    train_args_func: parse_args
navier_stokes_fno2d:
  kit: MindFlow
  model_path: mindscience/MindFlow/applications/data_driven/navier_stokes/fno2d
  data_status: False
  funcs:
    train_module: train
    train_func: train
    train_args_module: train
    train_args_func: parse_args
navier_stokes_kno2d:
  kit: MindFlow
  model_path: mindscience/MindFlow/applications/data_driven/navier_stokes/kno2d
  data_status: False
  funcs:
    train_module: train
    train_func: train
    train_args_module: train
    train_args_func: parse_args
navier_stokes_fno3d:
  kit: MindFlow
  model_path: mindscience/MindFlow/applications/data_driven/navier_stokes/fno3d
  data_status: False
  funcs:
    train_module: train
    train_func: train
    train_args_module: train
    train_args_func: parse_args
pde_net:
  kit: MindFlow
  model_path: mindscience/MindFlow/applications/data_mechanism_fusion/pde_net
  data_status: False
  funcs:
    train_module: train
    train_func: train
    train_args_module: train
    train_args_func: parse_args
percnn:
  kit: MindFlow
  model_path: mindscience/MindFlow/applications/data_mechanism_fusion/PeRCNN
  data_status: False
  funcs:
    train_module: train
    train_func: train
    train_args_module: train
    train_args_func: parse_args
meta_auto_decoder:
  kit: MindElec
  model_path: mindscience/MindElec/examples/physics_driven/incremental_learning
  data_status: False
  funcs:
    train_module : mad
    train_func : piad2d
    train_args_module : mad
    train_args_func : parse_args
pinn_fwi:
  kit: MindElec
  model_path: mindscience/MindElec/examples/physics_driven/pinn_fwi
  data_status: False
  funcs:
    train_module : train
    train_func : train
    train_args_module : train
    train_args_func : parse_args
    eval_module : eval
    eval_func : evaluate
    eval_args_module : eval
    eval_args_func : parse_args
time_domain_maxwell:
  kit: MindElec
  model_path: mindscience/MindElec/examples/physics_driven/time_domain_maxwell
  remote_data_path: mindscience/mindelec/time_domain_maxwell
  data_status: False
  funcs:
    train_module : train
    train_func : train
    train_args_module : train
    train_args_func : load_config
    eval_module : eval
    eval_func : evaluation
    eval_args_module : eval
    eval_args_func : load_config
frequency_domain_maxwell:
  kit: MindElec
  model_path: mindscience/MindElec/examples/physics_driven/frequency_domain_maxwell
  data_status: False
  funcs:
    train_module : solve
    train_func : train
    train_args_module : solve
    train_args_func : load_config
frequency_domain_maxwell_3D_dielectric_slab:
  kit: MindElec
  model_path: mindscience/MindElec/examples/physics_driven/frequency_domain_maxwell_3D/dielectric_slab_3d
  data_status: False
  funcs:
    train_module: train
    train_func : train
    train_args_module : train
    train_args_func : load_config
    eval_module : eval
    eval_func : evaluation
    eval_args_module : eval
    eval_args_func : load_config
frequency_domain_maxwell_3D_waveguide_cavity:
  kit: MindElec
  model_path: mindscience/MindElec/examples/physics_driven/frequency_domain_maxwell_3D/waveguide_cavity_3d
  data_status: False
  funcs:
    train_module : train
    train_func : train
    train_args_module : train
    train_args_func : load_config
    eval_module : eval
    eval_func : evaluation
    eval_args_module : eval
    eval_args_func : load_config
AD_FDTD_invert_f:
  kit: MindElec
  model_path: mindscience/MindElec/examples/AD_FDTD/fdtd_forward
  data_status: False
  funcs:
    train_module: solve_invert_f
    train_func: solve
    train_args_module: solve_invert_f
    train_args_func: parse_args
AD_FDTD_microstrip_filter:
  kit: MindElec
  model_path: mindscience/MindElec/examples/AD_FDTD/fdtd_forward
  data_status: False
  funcs:
    train_module: solve_microstrip_filter
    train_func: solve
    train_args_module: solve_microstrip_filter
    train_args_func: parse_args
AD_FDTD_inverse:
  kit: MindElec
  model_path: mindscience/MindElec/examples/AD_FDTD/fdtd_inverse
  data_status: False
  funcs:
    train_module: solve
    train_func: solve
    train_args_module: solve
    train_args_func: parse_args
SED_ANN:
  kit: MindElec
  model_path: mindscience/MindElec/examples/data_driven/sed_ann
  remote_data_path: mindscience/mindelec/SED
  data_status: False
  funcs:
    train_module: train
    train_func: train
    train_args_module: train
    train_args_func: parse_args
    eval_module: eval
    eval_func: evaluation
    eval_args_module: eval
    eval_args_func: parse_args
metasurface_holograms:
  kit: MindElec
  model_path: mindscience/MindElec/examples/metasurface/metasurface_holograms
  remote_data_path: mindscience/mindelec/metasurface
  data_status: False
  funcs:
    train_module: main
    train_func: train
    train_args_module: main
    train_args_func: parse_args
MEGAFold:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/applications/MEGAProtein
  data_status: False
  modes: ["predict", "train"]
  remote_data_path: mindscience/mindsponge/MEGAFold
  default_args:
    data_path: examples
    ckpt_path: checkpoint/MEGA_Fold_1.ckpt
    config_key: initial_training
MEGAEvoGen:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/applications/MEGAProtein
  data_status: False
  modes: ["predict"]
  remote_data_path: mindscience/mindsponge/MEGAEvoGen
  default_args:
    data_path: None
    ckpt_path: checkpoint/MEGAEvoGen.ckpt
    config_key: evogen_predict_256
MEGAAssessment:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/applications/MEGAProtein
  data_status: False
  modes: ["predict", "train"]
  remote_data_path: mindscience/mindsponge/MEGAAssessment
  default_args:
    data_path: None
    ckpt_path: checkpoint/MEGA_Assessment.ckpt
    config_key: training
ColabDesign:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/applications/research/Colabdesign
  data_status: False
  modes: ["predict"]
  remote_data_path: mindscience/mindsponge/ColabDesign
  default_args:
    data_path: None
    ckpt_path: checkpoint/ColabDesign.ckpt
    config_key: fold_design
DeepDR:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/applications/research/DeepDR
  data_status: False
  remote_data_path: mindscience/mindsponge/deepdr
  default_args:
    data_path: None
    ckpt_path: checkpoint/cvae.ckpt
    config_key: deepdr_config
DeepFri:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/applications/research/DeepFRI
  data_status: False
  modes: ["predict"]
  remote_data_path: mindscience/mindsponge/DeepFri
  default_args:
    data_path: None
    ckpt_path: checkpoint/DeepFRI_mf.ckpt
    config_key: deepfri_mf
KGNN:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/applications/research/KGNN
  data_status: False
  remote_data_path: mindscience/mindsponge/kgnn
  default_args:
    data_path: examples
    ckpt_path: checkpoint/kgnn.ckpt
    config_key: config
MGBERT:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/applications/research/MG_BERT
  data_status: False
  modes: ["predict", "train"]
  remote_data_path: mindscience/mindsponge/MGBert
  default_args:
    data_path: examples
    ckpt_path: checkpoint/kgnn.ckpt
    config_key: mgbert_pretrain
Multimer:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/applications/research/Multimer
  data_status: False
  modes: ["predict"]
  remote_data_path: mindscience/mindsponge/Multimer
  default_args:
    data_path: examples/6T36.pkl
    ckpt_path: checkpoint/Multimer_Model_1.ckpt
    config_key: predict_256
Proteinmpnn:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/applications/research/ProteinMPNN
  data_status: False
  modes: ["predict", "train"]
  remote_data_path: mindscience/mindsponge/ProteinMPNN
  default_args:
    data_path: examples/
    ckpt_path: checkpoint/proteinmpnn.ckpt
    config_key: proteinmpnnpredict
UFold:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/applications/research/UFold
  data_status: False
  modes: ["predict", "train"]
  remote_data_path: mindscience/mindsponge/ufold
  default_args:
    data_path: examples/
    ckpt_path: checkpoint/ufold_train.ckpt
    config_key: ufold_config
ESM_IF1:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/applications/research/esm
  data_status: False
  modes: ["train", "predict"]
  remote_data_path: mindscience/mindsponge/esm
  default_args:
    data_path: examples/chain_set.jsonl
    ckpt_path: checkpoint/esm_if1.ckpt
    config_key: training
ESM2:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/mindsponge/python/pipeline/models/esm2
  data_status: False
  modes: ["predict"]
  remote_data_path: mindscience/mindsponge/esm2
  default_args:
    data_path: None
    ckpt_path: checkpoint/esm2.ckpt
    config_key: config
Grover:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/applications/research/grover
  data_status: False
  modes: ["predict", "train"]
  remote_data_path: mindscience/mindsponge/grover
  default_args:
    data_path: examples
    ckpt_path: checkpoint/grover.ckpt
    config_key: eval
pafnucy:
  kit: MindSPONGE
  model_path: mindscience/MindSPONGE/applications/research/pafnucy
  data_status: False
  remote_data_path: mindscience/mindsponge/Pafnucy
  default_args:
    data_path: examples
    ckpt_path: checkpoint/pafnucy.ckpt
    config_key: config