PIWM_ckpt / PIWM /config /agent /piwm.yaml
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Updated baseline.yaml
85fa0ab
_target_: agent.AgentConfig
denoiser:
_target_: models.diffusion.DenoiserConfig
sigma_data: 0.5
sigma_offset_noise: 0.1
noise_previous_obs: true
upsampling_factor: null
# mask params
mask_gain_train: 1.0
mask_gain_infer: 0.45
mask_w_blue: 0.55 # surrounding vehicles
mask_w_green: 0.45 # ego vehicle
mask_sigma_global_ratio: 0.35 # global Gaussian sigma ratio
mask_sigma_ego_scale: 0.50 # ego radial sigma scale
mask_sigma_min_px: 2.0
mask_downsample_mode: bicubic
mask_dropout_train: 0.30
inner_model:
_target_: models.diffusion.InnerModelConfig
img_channels: 3
num_steps_conditioning: 4
cond_channels: 2048
extra_cond_channels: 1
depths:
- 2
- 2
- 2
- 2
channels:
- 128
- 256
- 512
- 1024
attn_depths:
- 0
- 0
- 1
- 1
upsampler:
_target_: models.diffusion.DenoiserConfig
sigma_data: 0.5
sigma_offset_noise: 0.1
noise_previous_obs: false
upsampling_factor: 5
inner_model:
_target_: models.diffusion.InnerModelConfig
img_channels: 3
num_steps_conditioning: 1
cond_channels: 2048
depths:
- 2
- 2
- 2
- 2
channels:
- 64
- 64
- 128
- 256
attn_depths:
- 0
- 0
- 0
- 1