Add mini model for testing

This commit is contained in:
Kevin Wu
2022-09-13 09:30:08 -07:00
parent 35bb1d5794
commit 5838a40e3d
2 changed files with 31 additions and 3 deletions

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{
"angles_definitions": "canonical-full-angles",
"zero_center": true,
"timesteps": 250,
"max_seq_len": 128,
"min_seq_len": 40,
"trim_strategy": "discard",
"variance_schedule": "cosine",
"variance_scale": 1.0,
"time_encoding": "gaussian_fourier",
"position_embedding_type": "relative_key",
"num_hidden_layers": 6,
"hidden_size": 192,
"intermediate_size": 384,
"num_heads": 6,
"dropout_p": 0.1,
"decoder": "mlp",
"gradient_clip": 1.0,
"lr": 5e-5,
"loss": "smooth_l1",
"l2_norm": 0.0,
"l1_norm": 0.0,
"circle_reg": 0.0,
"lr_scheduler": "LinearWarmup",
"min_epochs": 20,
"max_epochs": 20,
"early_stop_patience": 0,
"use_swa": false,
"batch_size": 128,
"multithread": true
}

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mamba create -n inverse -c conda-forge pytorch_geometric pytorch-gpu=1.10
pip install biotite
pip install git+https://github.com/facebookresearch/esm.git