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Upload policy

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  1. config.json +61 -0
  2. model.safetensors +3 -0
config.json ADDED
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+ {
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+ "type": "act",
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+ "n_obs_steps": 1,
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+ "normalization_mapping": {
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+ "VISUAL": "MEAN_STD",
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+ "STATE": "MEAN_STD",
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+ "ACTION": "MEAN_STD",
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+ "ENV": "MEAN_STD"
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+ },
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+ "input_features": {
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+ "observation.right.joint": {
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+ "type": "STATE",
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+ "shape": [
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+ 8
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+ ]
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+ },
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+ "observation.environment.mug_with_tag.tag.quat": {
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+ "type": "ENV",
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+ "shape": [
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+ 4
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+ ]
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+ },
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+ "observation.environment.mugtree_with_tag.tag.quat": {
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+ "type": "ENV",
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+ "shape": [
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+ 4
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+ ]
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+ }
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+ },
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+ "output_features": {
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+ "action.right.joint": {
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+ "type": "ACTION",
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+ "shape": [
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+ 8
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+ ]
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+ }
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+ },
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+ "device": "cuda",
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+ "use_amp": false,
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+ "chunk_size": 100,
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+ "n_action_steps": 50,
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+ "vision_backbone": "resnet18",
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+ "pretrained_backbone_weights": "ResNet18_Weights.IMAGENET1K_V1",
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+ "replace_final_stride_with_dilation": false,
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+ "pre_norm": false,
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+ "dim_model": 512,
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+ "n_heads": 8,
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+ "dim_feedforward": 3200,
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+ "feedforward_activation": "relu",
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+ "n_encoder_layers": 4,
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+ "n_decoder_layers": 1,
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+ "use_vae": true,
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+ "latent_dim": 32,
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+ "n_vae_encoder_layers": 4,
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+ "temporal_ensemble_coeff": null,
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+ "dropout": 0.1,
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+ "kl_weight": 10.0,
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+ "optimizer_lr": 1e-05,
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+ "optimizer_weight_decay": 0.0001,
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+ "optimizer_lr_backbone": 1e-05
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+ }
model.safetensors ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 160932592