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- .gitattributes +11 -0
- rl_bench/10000/_CHECKPOINT_METADATA +1 -0
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.gitattributes
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rl_bench/10000/params/_sharding
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| 1 |
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rl_bench/10000/params/array_metadatas/process_0
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| 134 |
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}
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| 135 |
+
},
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| 136 |
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"sample_ratio": 1.0,
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| 137 |
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"dataset_infos": {
|
| 138 |
+
"robotgeneralist/stationary-rl-bench": {
|
| 139 |
+
"commit_hash": "5b1de9a6ae77ebd07353aa1c7eeb988bd9505b4c",
|
| 140 |
+
"num_episodes": 13,
|
| 141 |
+
"num_frames": 66151
|
| 142 |
+
}
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| 143 |
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}
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| 144 |
+
}
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rl_bench/15000/params/_METADATA
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rl_bench/15000/params/_sharding
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rl_bench/15000/params/array_metadatas/process_0
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rl_bench/5000/params/_sharding
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!!python/object:openpi.training.config.TrainConfig
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name: rl_bench
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project_name: openpi
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exp_name: rl_bench
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model: !!python/object:openpi.models.pi0_config.Pi0Config
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|
| 12 |
+
img_variant: So400m/14
|
| 13 |
+
pi05: false
|
| 14 |
+
discrete_state_input: false
|
| 15 |
+
weight_loader: !!python/object:openpi.training.weight_loaders.CheckpointWeightLoader
|
| 16 |
+
local_dir: null
|
| 17 |
+
repo_id: robotgeneralist/openpi_checkpoint_mirrors
|
| 18 |
+
revision: main
|
| 19 |
+
checkpoint_path: pi0_base
|
| 20 |
+
pytorch_weight_path: null
|
| 21 |
+
pytorch_training_precision: bfloat16
|
| 22 |
+
lr_schedule: !!python/object:openpi.training.optimizer.CosineDecaySchedule
|
| 23 |
+
warmup_steps: 1000
|
| 24 |
+
peak_lr: 2.5e-05
|
| 25 |
+
decay_steps: 30000
|
| 26 |
+
decay_lr: 2.5e-06
|
| 27 |
+
optimizer: !!python/object:openpi.training.optimizer.AdamW
|
| 28 |
+
b1: 0.9
|
| 29 |
+
b2: 0.95
|
| 30 |
+
eps: 1.0e-08
|
| 31 |
+
weight_decay: 1.0e-10
|
| 32 |
+
clip_gradient_norm: 1.0
|
| 33 |
+
ema_decay: 0.99
|
| 34 |
+
freeze_filter: !!python/name:flax.nnx.filterlib.Nothing ''
|
| 35 |
+
data: !!python/object:openpi.training.config.LeRobotNomagicStationaryDataConfig
|
| 36 |
+
repo_ids: !!python/tuple
|
| 37 |
+
- robotgeneralist/stationary-rl-bench
|
| 38 |
+
assets: !!python/object:openpi.training.config.AssetsConfig
|
| 39 |
+
assets_dir: null
|
| 40 |
+
asset_id: stationary
|
| 41 |
+
norm_stats_sample_ratio: 1.0
|
| 42 |
+
base_config: !!python/object:openpi.training.config.DataConfig
|
| 43 |
+
repo_ids: null
|
| 44 |
+
asset_id: null
|
| 45 |
+
norm_stats_data: null
|
| 46 |
+
norm_stats_sample_ratio: 1.0
|
| 47 |
+
norm_stats_dir: null
|
| 48 |
+
tolerance_s: 0.0001
|
| 49 |
+
repack_transforms: !!python/object:openpi.transforms.Group
|
| 50 |
+
inputs: !!python/tuple []
|
| 51 |
+
outputs: !!python/tuple []
|
| 52 |
+
data_transforms: !!python/object:openpi.transforms.Group
|
| 53 |
+
inputs: !!python/tuple []
|
| 54 |
+
outputs: !!python/tuple []
|
| 55 |
+
model_transforms: !!python/object:openpi.transforms.Group
|
| 56 |
+
inputs: !!python/tuple []
|
| 57 |
+
outputs: !!python/tuple []
|
| 58 |
+
use_quantile_norm: false
|
| 59 |
+
action_sequence_keys: !!python/tuple
|
| 60 |
+
- actions
|
| 61 |
+
fourier_config: null
|
| 62 |
+
prompt_from_task: true
|
| 63 |
+
rlds_data_dir: null
|
| 64 |
+
action_space: null
|
| 65 |
+
filter_dict_path: null
|
| 66 |
+
default_prompt: null
|
| 67 |
+
tolerance_s: 0.0001
|
| 68 |
+
assets_base_dir: ./assets
|
| 69 |
+
checkpoint_base_dir: /storage_nvme_1/pzal/checkpoints
|
| 70 |
+
seed: 42
|
| 71 |
+
batch_size: 32
|
| 72 |
+
num_workers: 2
|
| 73 |
+
num_train_steps: 15001
|
| 74 |
+
log_interval: 100
|
| 75 |
+
save_interval: 1000
|
| 76 |
+
keep_period: 5000
|
| 77 |
+
overwrite: false
|
| 78 |
+
resume: true
|
| 79 |
+
wandb_enabled: true
|
| 80 |
+
policy_metadata: null
|
| 81 |
+
fsdp_devices: 1
|
| 82 |
+
test_split_ratio: 0.0
|
| 83 |
+
test_eval_interval: null
|
| 84 |
+
test_eval_use_train_mode: false
|