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config files update
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sblackburn-mila committed Jun 25, 2024
1 parent 61bcf4e commit 5ae43d6
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Showing 2 changed files with 11 additions and 3 deletions.
6 changes: 5 additions & 1 deletion examples/config_files/diffusion/config_diffusion_mace.yaml
Original file line number Diff line number Diff line change
Expand Up @@ -27,6 +27,8 @@ model:
r_max: 5.0
num_bessel: 8
num_polynomial_cutoff: 5
num_edge_hidden_layers: 0
edge_hidden_irreps: 8x0e
max_ell: 2
interaction_cls: RealAgnosticResidualInteractionBlock
interaction_cls_first: RealAgnosticInteractionBlock
Expand All @@ -38,10 +40,12 @@ model:
correlation: 3
gate: silu
radial_MLP: [8, 8, 8]
radial_type: bessel
radial_type: gaussian
conditional_prob: 0.0
conditional_gamma: 2
condition_embedding_size: 64
use_batchnorm: False
tanh_after_interaction: True
noise:
total_time_steps: 100
sigma_min: 0.001 # default value
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Original file line number Diff line number Diff line change
Expand Up @@ -25,8 +25,10 @@ model:
architecture: diffusion_mace
number_of_atoms: 8
r_max: 5.0
num_bessel: 8
num_bessel: 'orion~choices([128, 256, 512])'
num_polynomial_cutoff: 5
num_edge_hidden_layers: 0
edge_hidden_irreps: 8x0e
max_ell: 2
interaction_cls: RealAgnosticResidualInteractionBlock
interaction_cls_first: RealAgnosticInteractionBlock
Expand All @@ -38,10 +40,12 @@ model:
correlation: 3
gate: silu
radial_MLP: 'orion~choices([[8, 8, 8], [32, 32, 32], [64, 64]])'
radial_type: bessel
radial_type: 'orion~choices(["bessel", "gaussian"])'
conditional_prob: 'orion~choices([0.0, 0.25, 0.5, 0.75])'
conditional_gamma: 2
condition_embedding_size: 'orion~choices([32, 64])'
use_batchnorm: False
tanh_after_interaction: True
noise:
total_time_steps: 100
sigma_min: 0.001 # default value
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