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body_model:
bm_path: /ps/project/common/moshpp/smplx/locked_head/model_6_merged_exp_hands_fixed_eyes/neutral/model.npz
gender: neutral
data_parms:
amass_dir: /ps/scratch/amass/20200508/mosh_smplx_neutral
amass_splits:
test:
- BMLrub_test
train:
- CMU
- BMLrub_train
vald:
- BMLrub_vald
num_timeseq_frames: {}
num_workers: 5
general:
dataset_basedir: /ps/scratch/human_body_prior/VPoser/data/smpl
dataset_id: V02_03
expr_id: V02_05
rnd_seed: 100
verbosity: 0
work_basedir: /ps/scratch/human_body_prior/VPoser/training_experiments
logging:
best_model_fname: null
dataset_dir: /ps/scratch/human_body_prior/VPoser/data/smpl/V02_03
expr_msg: '[V02_05] batch_size = 128.'
num_bodies_to_display: 25
render_during_training: true
work_dir: /ps/scratch/human_body_prior/VPoser/training_experiments/V02_05
model_params:
latentD: 32
num_neurons: 512
train_parms:
batch_size: 128
early_stopping:
min_delta: 0.0
mode: min
monitor: val_loss
patience: 10
verbose: true
gen_optimizer:
args:
lr: 0.001
weight_decay: 1.0e-05
type: Adam
keep_extra_loss_terms_until_epoch: 15
loss_weights:
loss_jtr_wt: 2
loss_kl_wt: 0.005
loss_matrot_wt: 2
loss_rec_wt: 4
lr_scheduler:
args:
patience: 5
verbose: true
type: ReduceLROnPlateau
num_epochs: 100
restore_optimizer: false
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