diamond / config /agent /default.yaml
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_target_: agent.AgentConfig
denoiser:
_target_: models.diffusion.DenoiserConfig
sigma_data: 0.5
sigma_offset_noise: 0.3
inner_model:
_target_: models.diffusion.InnerModelConfig
img_channels: 3
num_steps_conditioning: 4
cond_channels: 256
depths: [2,2,2,2]
channels: [64,64,64,64]
attn_depths: [0,0,0,0]
rew_end_model:
_target_: models.rew_end_model.RewEndModelConfig
lstm_dim: 512
img_channels: ${agent.denoiser.inner_model.img_channels}
img_size: ${env.train.size}
cond_channels: 128
depths: [2,2,2,2]
channels: [32,32,32,32]
attn_depths: [0,0,0,0]
actor_critic:
_target_: models.actor_critic.ActorCriticConfig
lstm_dim: 512
img_channels: ${agent.denoiser.inner_model.img_channels}
img_size: ${env.train.size}
channels: [32,32,64,64]
down: [1,1,1,1]