EXP_007: pi0.5 libero_plus intermediate checkpoint step=24000 (auto-saved, may be superseded)
Browse files- pi05_single/libero_plus_b8_r16_step24000/config.json +108 -0
- pi05_single/libero_plus_b8_r16_step24000/model.safetensors +3 -0
- pi05_single/libero_plus_b8_r16_step24000/policy_postprocessor.json +32 -0
- pi05_single/libero_plus_b8_r16_step24000/policy_postprocessor_step_0_unnormalizer_processor.safetensors +3 -0
- pi05_single/libero_plus_b8_r16_step24000/policy_preprocessor.json +87 -0
- pi05_single/libero_plus_b8_r16_step24000/policy_preprocessor_step_2_normalizer_processor.safetensors +3 -0
pi05_single/libero_plus_b8_r16_step24000/config.json
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{
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"type": "pi05",
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"n_obs_steps": 1,
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"input_features": {
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"observation.images.front": {
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"type": "VISUAL",
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"shape": [
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3,
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256,
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256
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]
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},
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"observation.images.wrist": {
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"type": "VISUAL",
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"shape": [
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3,
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256,
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256
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]
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},
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"observation.state": {
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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.images.empty_camera_0": {
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"type": "VISUAL",
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"shape": [
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3,
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224,
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224
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]
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}
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},
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"output_features": {
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"action": {
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"type": "ACTION",
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"shape": [
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7
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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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"use_peft": false,
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"push_to_hub": false,
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"repo_id": null,
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"private": null,
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"tags": null,
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"license": null,
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"pretrained_revision": null,
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"paligemma_variant": "gemma_2b",
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"action_expert_variant": "gemma_300m",
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"dtype": "bfloat16",
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"chunk_size": 50,
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"n_action_steps": 10,
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"max_state_dim": 32,
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"max_action_dim": 32,
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"num_inference_steps": 10,
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"time_sampling_beta_alpha": 1.5,
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"time_sampling_beta_beta": 1.0,
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"time_sampling_scale": 0.999,
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"time_sampling_offset": 0.001,
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"min_period": 0.004,
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"max_period": 4.0,
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"use_relative_actions": false,
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"relative_exclude_joints": [
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"gripper"
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],
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"action_feature_names": [
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"action_0",
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"action_1",
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"action_2",
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"action_3",
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"action_4",
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"action_5",
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"action_6"
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],
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"rtc_config": null,
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"image_resolution": [
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224,
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224
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],
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"empty_cameras": 1,
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"tokenizer_max_length": 200,
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"normalization_mapping": {
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"VISUAL": "IDENTITY",
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"STATE": "MEAN_STD",
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"ACTION": "MEAN_STD"
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},
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"gradient_checkpointing": true,
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"compile_model": false,
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"compile_mode": "max-autotune",
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"freeze_vision_encoder": true,
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"train_expert_only": true,
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"optimizer_lr": 2.5e-05,
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"optimizer_betas": [
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0.9,
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0.95
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],
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"optimizer_eps": 1e-08,
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"optimizer_weight_decay": 0.01,
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"optimizer_grad_clip_norm": 1.0,
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"scheduler_warmup_steps": 1000,
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"scheduler_decay_steps": 15000,
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"scheduler_decay_lr": 2.5e-06
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}
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pi05_single/libero_plus_b8_r16_step24000/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:d00bceb5de4d55116a1e3149c7fa80a3384811e7e5344ba6075743339a9a8152
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size 9354050752
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pi05_single/libero_plus_b8_r16_step24000/policy_postprocessor.json
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{
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"name": "policy_postprocessor",
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"steps": [
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{
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"registry_name": "unnormalizer_processor",
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"config": {
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"eps": 1e-08,
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"features": {
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"action": {
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"type": "ACTION",
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"shape": [
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}
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},
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"norm_map": {
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"VISUAL": "IDENTITY",
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"STATE": "MEAN_STD",
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"ACTION": "MEAN_STD"
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}
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},
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"state_file": "policy_postprocessor_step_0_unnormalizer_processor.safetensors"
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},
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{
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"registry_name": "device_processor",
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"config": {
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"device": "cpu",
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"float_dtype": null
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}
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}
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]
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}
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pi05_single/libero_plus_b8_r16_step24000/policy_postprocessor_step_0_unnormalizer_processor.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:77c371376b3012b8f2f17a948003817552113ef80152261d3dff9d6f5b9fc6aa
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size 3804
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pi05_single/libero_plus_b8_r16_step24000/policy_preprocessor.json
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{
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"name": "policy_preprocessor",
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"steps": [
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{
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"registry_name": "rename_observations_processor",
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"config": {
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| 7 |
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"rename_map": {}
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}
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},
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{
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"registry_name": "to_batch_processor",
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"config": {}
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},
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{
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"registry_name": "normalizer_processor",
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"config": {
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"eps": 1e-08,
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"features": {
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| 19 |
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"observation.images.front": {
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"type": "VISUAL",
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"shape": [
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3,
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256,
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256
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]
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},
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"observation.images.wrist": {
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"type": "VISUAL",
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"shape": [
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3,
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256,
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256
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]
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},
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"observation.state": {
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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.images.empty_camera_0": {
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"type": "VISUAL",
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"shape": [
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3,
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224,
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224
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]
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},
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"action": {
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"type": "ACTION",
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"shape": [
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7
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]
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}
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},
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"norm_map": {
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| 57 |
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"VISUAL": "IDENTITY",
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| 58 |
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"STATE": "MEAN_STD",
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| 59 |
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"ACTION": "MEAN_STD"
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| 60 |
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}
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},
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| 62 |
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"state_file": "policy_preprocessor_step_2_normalizer_processor.safetensors"
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| 63 |
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},
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| 64 |
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{
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| 65 |
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"registry_name": "pi05_prepare_state_tokenizer_processor_step",
|
| 66 |
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"config": {}
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| 67 |
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},
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| 68 |
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{
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"registry_name": "tokenizer_processor",
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| 70 |
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"config": {
|
| 71 |
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"max_length": 200,
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| 72 |
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"task_key": "task",
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"padding_side": "right",
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| 74 |
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"padding": "max_length",
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| 75 |
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"truncation": true,
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| 76 |
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"tokenizer_name": "google/paligemma-3b-pt-224"
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}
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},
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{
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"registry_name": "device_processor",
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| 81 |
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"config": {
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"device": "cuda",
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| 83 |
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"float_dtype": null
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}
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}
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]
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}
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pi05_single/libero_plus_b8_r16_step24000/policy_preprocessor_step_2_normalizer_processor.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ac5154012c9fa8ba2de1fcf61de1cb4539f78ba697787eead80399547ffa2c81
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size 3812
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