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Model/sttf human36m #82

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merged 2 commits into from
Feb 9, 2024
Merged

Model/sttf human36m #82

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63f8965
ST-Transformer for the Human36m dataset
kaseris Feb 9, 2024
17ba5ab
Config for training ST-Transformer in Human3.6M
kaseris Feb 9, 2024
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48 changes: 48 additions & 0 deletions configs/sttf_human36m.yaml
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dataset:
name: Human36MDataset
args:
path: /media/kaseris/FastData/Human3.6M-DMGNN/h36m.npz

loss:
name: SmoothL1Loss
args:
reduction: mean
beta: 0.01

collate_fn:
name: Human36MCollateFnWithRandomSampledContextWindow
args:
block_size: 10

logger:
name: TensorboardLogger
args:
log_dir: runs

optimizer:
name: AdamW
args:
lr: 0.0001
weight_decay: 0.0001

model:
name: SpatioTemporalTransformer
args:
n_joints: 32
input_dim: 4
d_model: 256
n_blocks: 3
n_heads: 8
d_head: 16
mlp_dim: 512
dropout: 0.5

runner:
name: Runner
args:
train_batch_size: 16
val_batch_size: 16
block_size: 8
log_gradient_info: false
device: cuda
n_epochs: 100
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