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- rope/dp/gridrigid/checkpoint/pretrained_model/config.json +85 -0
- rope/dp/gridrigid/checkpoint/pretrained_model/train_config.json +235 -0
- rope/dp/gridrigid/checkpoint/training_state/optimizer_param_groups.json +233 -0
- rope/dp/gridrigid/checkpoint/training_state/scheduler_state.json +14 -0
- rope/dp/gridrigid/checkpoint/training_state/training_step.json +3 -0
- rope/dp/gridrigid/metadata.json +11 -0
- rope/dp/single/checkpoint/pretrained_model/config.json +85 -0
- rope/dp/single/checkpoint/pretrained_model/train_config.json +235 -0
- rope/dp/single/checkpoint/training_state/optimizer_param_groups.json +233 -0
- rope/dp/single/checkpoint/training_state/scheduler_state.json +14 -0
- rope/dp/single/checkpoint/training_state/training_step.json +3 -0
- rope/dp/single/metadata.json +11 -0
- rope/dp/txy/checkpoint/pretrained_model/config.json +85 -0
- rope/dp/txy/checkpoint/pretrained_model/train_config.json +235 -0
- rope/dp/txy/checkpoint/training_state/optimizer_param_groups.json +233 -0
- rope/dp/txy/checkpoint/training_state/scheduler_state.json +14 -0
- rope/dp/txy/checkpoint/training_state/training_step.json +3 -0
- rope/dp/txy/metadata.json +11 -0
- rope/dp/yawonly/checkpoint/training_state/optimizer_param_groups.json +233 -0
- rope/dp/yawonly/checkpoint/training_state/scheduler_state.json +14 -0
- rope/dp/yawonly/metadata.json +11 -0
- rope/pi0/gridrigid/checkpoint/train_state/ocdbt.process_0/d/3918dbb55d6cfe5141a82fdec5cb5957 +0 -0
- rope/pi0/gridrigid/checkpoint/train_state/ocdbt.process_0/d/4fb072b9f3fba4a24760dd8f5c6329ad +0 -0
- rope/pi0/gridrigid/checkpoint/train_state/ocdbt.process_0/d/7111062481e6386653174c3e7e18b1a0 +0 -0
- rope/pi0/gridrigid/checkpoint/train_state/ocdbt.process_0/d/b58991f21744c54a95713e80b9b53881 +0 -0
- rope/pi0/single/checkpoint/_CHECKPOINT_METADATA +1 -0
- rope/pi0/single/checkpoint/assets/shashuo0104/xarm7_insert_rope/norm_stats.json +280 -0
- rope/pi0/single/checkpoint/params/_METADATA +1 -0
- rope/pi0/single/checkpoint/params/_sharding +1 -0
- rope/pi0/single/checkpoint/params/array_metadatas/process_0 +1 -0
- rope/pi0/single/checkpoint/params/d/9e65bd91c29fb5f6d5300cc709218dbe +0 -0
- rope/pi0/single/checkpoint/params/manifest.ocdbt +0 -0
- rope/pi0/single/checkpoint/params/ocdbt.process_0/d/3fcf4d48cbe2bc5af725c99e11f5a1ff +0 -0
- rope/pi0/single/checkpoint/params/ocdbt.process_0/d/8d8eb5543ee8c215811196f934d5952d +0 -0
- rope/pi0/single/checkpoint/params/ocdbt.process_0/d/95f056539c43c48af9855b2d792d99d4 +0 -0
- rope/pi0/single/checkpoint/params/ocdbt.process_0/d/9d721da970a7a6bea5f4f8685773b68e +0 -0
- rope/pi0/single/checkpoint/params/ocdbt.process_0/d/b28caafcc7e4066f7e829d9b61864e2d +0 -0
- rope/pi0/single/checkpoint/params/ocdbt.process_0/d/c55bd2c1880ab33c53e08c7f70334f4a +0 -0
- rope/pi0/single/checkpoint/params/ocdbt.process_0/d/c7828b9554c4fa07dfd9f3633e27801b +0 -0
- rope/pi0/single/checkpoint/params/ocdbt.process_0/manifest.ocdbt +0 -0
- rope/pi0/single/checkpoint/train_state/_METADATA +1 -0
- rope/pi0/single/checkpoint/train_state/_sharding +1 -0
- rope/pi0/single/checkpoint/train_state/array_metadatas/process_0 +1 -0
- rope/pi0/single/checkpoint/train_state/d/f4cdb0bcc5548e6b4e4dd7fbbc4421ec +0 -0
- rope/pi0/single/checkpoint/train_state/manifest.ocdbt +0 -0
- rope/pi0/single/checkpoint/train_state/ocdbt.process_0/d/29e43a6a88668f33407effa9ecc62c41 +0 -0
- rope/pi0/single/checkpoint/train_state/ocdbt.process_0/d/42ca84d06137fd5dccc5d862a27647e8 +0 -0
- rope/pi0/single/checkpoint/train_state/ocdbt.process_0/d/4666e3e6624eee719d2057f425d0673f +0 -0
- rope/pi0/single/checkpoint/train_state/ocdbt.process_0/d/819bd4063e22494b6b049181fb85c62b +0 -0
- rope/pi0/single/checkpoint/train_state/ocdbt.process_0/d/e8669d59b798e5d185d8f42b54efe74d +0 -0
rope/dp/gridrigid/checkpoint/pretrained_model/config.json
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{
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"type": "diffusion",
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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": "MIN_MAX",
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"ACTION": "MIN_MAX"
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},
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"relative_actions": false,
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"input_features": {
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"observation.state": {
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"type": "STATE",
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"shape": [
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"observation.images.front": {
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"type": "VISUAL",
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"shape": [
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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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480,
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848
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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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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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"horizon": 64,
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"n_action_steps": 50,
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"drop_n_last_frames": 13,
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"vision_backbone": "resnet18",
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"crop_shape": [
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120,
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],
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"random_rotation_deg": 0.0,
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"pretrained_backbone_weights": null,
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"use_group_norm": true,
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"spatial_softmax_num_keypoints": 32,
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"use_separate_rgb_encoder_per_camera": false,
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"down_dims": [
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],
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"kernel_size": 5,
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"n_groups": 8,
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"diffusion_step_embed_dim": 128,
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"use_film_scale_modulation": true,
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| 66 |
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"noise_scheduler_type": "DDPM",
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"num_train_timesteps": 100,
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"beta_schedule": "squaredcos_cap_v2",
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"beta_start": 0.0001,
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"beta_end": 0.02,
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| 71 |
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"prediction_type": "epsilon",
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"clip_sample": true,
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"clip_sample_range": 1.0,
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"num_inference_steps": 10,
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"do_mask_loss_for_padding": false,
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"optimizer_lr": 0.0001,
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"optimizer_betas": [
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0.999
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],
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"optimizer_eps": 1e-08,
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| 82 |
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"optimizer_weight_decay": 1e-06,
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| 83 |
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"scheduler_name": "cosine",
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| 84 |
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"scheduler_warmup_steps": 500
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| 85 |
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}
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rope/dp/gridrigid/checkpoint/pretrained_model/train_config.json
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| 1 |
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{
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| 2 |
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"dataset": {
|
| 3 |
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"repo_id": "shashuo0104/xarm7_insert_rope",
|
| 4 |
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"root": "/tmp/root/real2sim_cache/datasets/rope_gridrigid_train1000_from_success_minus_test200_yawonly_lerobot_20260607-gridrigid-train1k-test200_d59c065fcb",
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| 5 |
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"episodes": null,
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"image_transforms": {
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"enable": true,
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"max_num_transforms": 3,
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| 9 |
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| 10 |
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"tfs": {
|
| 11 |
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|
| 12 |
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"weight": 1.0,
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| 13 |
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"type": "ColorJitter",
|
| 14 |
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"kwargs": {
|
| 15 |
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"brightness": [
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| 16 |
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|
| 18 |
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]
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| 19 |
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}
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| 20 |
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},
|
| 21 |
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"contrast": {
|
| 22 |
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"weight": 1.0,
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| 23 |
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"type": "ColorJitter",
|
| 24 |
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"kwargs": {
|
| 25 |
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"contrast": [
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| 26 |
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|
| 27 |
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|
| 28 |
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]
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| 29 |
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}
|
| 30 |
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},
|
| 31 |
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"saturation": {
|
| 32 |
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"weight": 1.0,
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| 33 |
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"type": "ColorJitter",
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"kwargs": {
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"saturation": [
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| 38 |
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| 40 |
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"hue": {
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"weight": 1.0,
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"type": "ColorJitter",
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"kwargs": {
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"hue": [
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| 50 |
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"sharpness": {
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"weight": 1.0,
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"type": "SharpnessJitter",
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"kwargs": {
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| 60 |
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"perspective": {
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"weight": 1.0,
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"type": "RandomPerspective",
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"kwargs": {
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"distortion_scale": 0.025,
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"p": 1.0
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}
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| 68 |
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},
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| 69 |
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"rotation": {
|
| 70 |
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"weight": 1.0,
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| 71 |
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"type": "RandomRotation",
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| 72 |
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"kwargs": {
|
| 73 |
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"degrees": [
|
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| 75 |
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|
| 76 |
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|
| 77 |
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}
|
| 78 |
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},
|
| 79 |
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"crop": {
|
| 80 |
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"weight": 1.0,
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| 81 |
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"type": "RandomCrop",
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"kwargs": {
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"size": [
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| 88 |
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}
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| 89 |
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},
|
| 90 |
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"downsample": {
|
| 91 |
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"resize": {
|
| 92 |
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"weight": 1.0,
|
| 93 |
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"type": "Resize",
|
| 94 |
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"kwargs": {
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| 95 |
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"size": [
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| 100 |
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}
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| 101 |
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}
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| 102 |
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},
|
| 103 |
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|
rope/dp/gridrigid/checkpoint/training_state/optimizer_param_groups.json
ADDED
|
@@ -0,0 +1,233 @@
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|
| 226 |
+
207,
|
| 227 |
+
208,
|
| 228 |
+
209,
|
| 229 |
+
210,
|
| 230 |
+
211
|
| 231 |
+
]
|
| 232 |
+
}
|
| 233 |
+
]
|
rope/dp/gridrigid/checkpoint/training_state/scheduler_state.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"base_lrs": [
|
| 3 |
+
0.0001
|
| 4 |
+
],
|
| 5 |
+
"last_epoch": 18260,
|
| 6 |
+
"_step_count": 18261,
|
| 7 |
+
"_get_lr_called_within_step": false,
|
| 8 |
+
"_last_lr": [
|
| 9 |
+
0.0
|
| 10 |
+
],
|
| 11 |
+
"lr_lambdas": [
|
| 12 |
+
null
|
| 13 |
+
]
|
| 14 |
+
}
|
rope/dp/gridrigid/checkpoint/training_state/training_step.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"step": 18260
|
| 3 |
+
}
|
rope/dp/gridrigid/metadata.json
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"case": "rope",
|
| 3 |
+
"model": "dp",
|
| 4 |
+
"mode": "gridrigid",
|
| 5 |
+
"checkpoint_step": 18260,
|
| 6 |
+
"source_run_id": "double_gridrigid_rope_yawonly_dp_20260612-double",
|
| 7 |
+
"checkpoint_layout": "checkpoint/",
|
| 8 |
+
"generated_at": "2026-06-23T16:08:58.309461+00:00",
|
| 9 |
+
"release_target": "DeformGen-Checkpoints/rope/dp/gridrigid",
|
| 10 |
+
"bytes": 3154255182
|
| 11 |
+
}
|
rope/dp/single/checkpoint/pretrained_model/config.json
ADDED
|
@@ -0,0 +1,85 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"type": "diffusion",
|
| 3 |
+
"n_obs_steps": 1,
|
| 4 |
+
"normalization_mapping": {
|
| 5 |
+
"VISUAL": "MEAN_STD",
|
| 6 |
+
"STATE": "MIN_MAX",
|
| 7 |
+
"ACTION": "MIN_MAX"
|
| 8 |
+
},
|
| 9 |
+
"relative_actions": false,
|
| 10 |
+
"input_features": {
|
| 11 |
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"observation.state": {
|
| 12 |
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"type": "STATE",
|
| 13 |
+
"shape": [
|
| 14 |
+
8
|
| 15 |
+
]
|
| 16 |
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},
|
| 17 |
+
"observation.images.front": {
|
| 18 |
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"type": "VISUAL",
|
| 19 |
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"shape": [
|
| 20 |
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3,
|
| 21 |
+
480,
|
| 22 |
+
848
|
| 23 |
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]
|
| 24 |
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},
|
| 25 |
+
"observation.images.wrist": {
|
| 26 |
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"type": "VISUAL",
|
| 27 |
+
"shape": [
|
| 28 |
+
3,
|
| 29 |
+
480,
|
| 30 |
+
848
|
| 31 |
+
]
|
| 32 |
+
}
|
| 33 |
+
},
|
| 34 |
+
"output_features": {
|
| 35 |
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"action": {
|
| 36 |
+
"type": "ACTION",
|
| 37 |
+
"shape": [
|
| 38 |
+
8
|
| 39 |
+
]
|
| 40 |
+
}
|
| 41 |
+
},
|
| 42 |
+
"device": "cuda",
|
| 43 |
+
"use_amp": false,
|
| 44 |
+
"horizon": 64,
|
| 45 |
+
"n_action_steps": 50,
|
| 46 |
+
"drop_n_last_frames": 13,
|
| 47 |
+
"vision_backbone": "resnet18",
|
| 48 |
+
"crop_shape": [
|
| 49 |
+
120,
|
| 50 |
+
212
|
| 51 |
+
],
|
| 52 |
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"random_rotation_deg": 0.0,
|
| 53 |
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"pretrained_backbone_weights": null,
|
| 54 |
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"use_group_norm": true,
|
| 55 |
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"spatial_softmax_num_keypoints": 32,
|
| 56 |
+
"use_separate_rgb_encoder_per_camera": false,
|
| 57 |
+
"down_dims": [
|
| 58 |
+
512,
|
| 59 |
+
1024,
|
| 60 |
+
2048
|
| 61 |
+
],
|
| 62 |
+
"kernel_size": 5,
|
| 63 |
+
"n_groups": 8,
|
| 64 |
+
"diffusion_step_embed_dim": 128,
|
| 65 |
+
"use_film_scale_modulation": true,
|
| 66 |
+
"noise_scheduler_type": "DDPM",
|
| 67 |
+
"num_train_timesteps": 100,
|
| 68 |
+
"beta_schedule": "squaredcos_cap_v2",
|
| 69 |
+
"beta_start": 0.0001,
|
| 70 |
+
"beta_end": 0.02,
|
| 71 |
+
"prediction_type": "epsilon",
|
| 72 |
+
"clip_sample": true,
|
| 73 |
+
"clip_sample_range": 1.0,
|
| 74 |
+
"num_inference_steps": 10,
|
| 75 |
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"do_mask_loss_for_padding": false,
|
| 76 |
+
"optimizer_lr": 0.0001,
|
| 77 |
+
"optimizer_betas": [
|
| 78 |
+
0.95,
|
| 79 |
+
0.999
|
| 80 |
+
],
|
| 81 |
+
"optimizer_eps": 1e-08,
|
| 82 |
+
"optimizer_weight_decay": 1e-06,
|
| 83 |
+
"scheduler_name": "cosine",
|
| 84 |
+
"scheduler_warmup_steps": 500
|
| 85 |
+
}
|
rope/dp/single/checkpoint/pretrained_model/train_config.json
ADDED
|
@@ -0,0 +1,235 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
|
|
|
|
|
|
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|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
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|
| 1 |
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{
|
| 2 |
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"dataset": {
|
| 3 |
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"repo_id": "shashuo0104/xarm7_insert_rope",
|
| 4 |
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"root": "/tmp/root/real2sim_cache/datasets/rope_single_train_lerobot_c92b63ffb5",
|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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"type": "ColorJitter",
|
| 14 |
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|
| 15 |
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"brightness": [
|
| 16 |
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|
| 17 |
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|
| 18 |
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]
|
| 19 |
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}
|
| 20 |
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},
|
| 21 |
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"contrast": {
|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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"contrast": [
|
| 26 |
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|
| 27 |
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|
| 28 |
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]
|
| 29 |
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}
|
| 30 |
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},
|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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"saturation": [
|
| 36 |
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|
| 37 |
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|
| 38 |
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]
|
| 39 |
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}
|
| 40 |
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},
|
| 41 |
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"hue": {
|
| 42 |
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"weight": 1.0,
|
| 43 |
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"type": "ColorJitter",
|
| 44 |
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|
| 45 |
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"hue": [
|
| 46 |
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|
| 47 |
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|
| 48 |
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]
|
| 49 |
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}
|
| 50 |
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},
|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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},
|
| 61 |
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|
| 62 |
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"weight": 1.0,
|
| 63 |
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|
| 64 |
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|
| 65 |
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"distortion_scale": 0.025,
|
| 66 |
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"p": 1.0
|
| 67 |
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}
|
| 68 |
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},
|
| 69 |
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|
| 70 |
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"weight": 1.0,
|
| 71 |
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"type": "RandomRotation",
|
| 72 |
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|
| 73 |
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"degrees": [
|
| 74 |
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|
| 75 |
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|
| 76 |
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|
| 77 |
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|
| 78 |
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},
|
| 79 |
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|
| 80 |
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"weight": 1.0,
|
| 81 |
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|
| 82 |
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| 83 |
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|
| 87 |
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|
| 88 |
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}
|
| 89 |
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},
|
| 90 |
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|
| 91 |
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|
| 92 |
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"weight": 1.0,
|
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"type": "Resize",
|
| 94 |
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| 95 |
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|
| 97 |
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|
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|
| 99 |
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|
| 100 |
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|
| 101 |
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|
| 102 |
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},
|
| 103 |
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|
| 104 |
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|
| 105 |
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|
| 106 |
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},
|
| 107 |
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|
| 108 |
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|
| 109 |
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"type": "diffusion",
|
| 110 |
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|
| 111 |
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|
| 112 |
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"VISUAL": "MEAN_STD",
|
| 113 |
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|
| 114 |
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|
| 115 |
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|
| 116 |
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|
| 117 |
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| 119 |
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| 120 |
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|
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|
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|
| 129 |
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|
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|
| 131 |
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|
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|
| 133 |
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|
| 134 |
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|
| 135 |
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|
| 136 |
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480,
|
| 137 |
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848
|
| 138 |
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|
| 139 |
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|
| 140 |
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},
|
| 141 |
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|
| 142 |
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|
| 143 |
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| 206 |
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| 208 |
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|
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
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|
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|
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|
| 235 |
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}
|
rope/dp/single/checkpoint/training_state/optimizer_param_groups.json
ADDED
|
@@ -0,0 +1,233 @@
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|
rope/dp/single/checkpoint/training_state/scheduler_state.json
ADDED
|
@@ -0,0 +1,14 @@
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{
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0.0001
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|
| 11 |
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"lr_lambdas": [
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| 12 |
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|
| 13 |
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|
| 14 |
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}
|
rope/dp/single/checkpoint/training_state/training_step.json
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"step": 20
|
| 3 |
+
}
|
rope/dp/single/metadata.json
ADDED
|
@@ -0,0 +1,11 @@
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| 1 |
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{
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| 2 |
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"case": "rope",
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| 3 |
+
"model": "dp",
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| 4 |
+
"mode": "single",
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| 5 |
+
"checkpoint_step": 20,
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| 6 |
+
"source_run_id": "single_rope_dp_test200_20260607-014638",
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| 7 |
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"checkpoint_layout": "checkpoint/",
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| 8 |
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"generated_at": "2026-06-23T16:08:58.326215+00:00",
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| 9 |
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"release_target": "DeformGen-Checkpoints/rope/dp/single",
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| 10 |
+
"bytes": 3154255109
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| 11 |
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}
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rope/dp/txy/checkpoint/pretrained_model/config.json
ADDED
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@@ -0,0 +1,85 @@
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| 1 |
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{
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| 2 |
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"type": "diffusion",
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| 3 |
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"n_obs_steps": 1,
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| 4 |
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"normalization_mapping": {
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| 5 |
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"VISUAL": "MEAN_STD",
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| 6 |
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"STATE": "MIN_MAX",
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| 7 |
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"ACTION": "MIN_MAX"
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| 8 |
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},
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| 9 |
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"relative_actions": false,
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| 10 |
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"input_features": {
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"observation.state": {
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"type": "STATE",
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"shape": [
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| 14 |
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8
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| 15 |
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]
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| 16 |
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},
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| 17 |
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"observation.images.front": {
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"type": "VISUAL",
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| 19 |
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"shape": [
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| 23 |
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| 24 |
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},
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"observation.images.wrist": {
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| 26 |
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"type": "VISUAL",
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| 27 |
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"shape": [
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| 28 |
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3,
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| 29 |
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480,
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| 30 |
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848
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| 31 |
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| 32 |
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}
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| 33 |
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},
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| 34 |
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"output_features": {
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| 35 |
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"action": {
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| 36 |
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"type": "ACTION",
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| 37 |
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"shape": [
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| 38 |
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8
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| 39 |
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]
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| 40 |
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}
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| 41 |
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},
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| 42 |
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"device": "cuda",
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| 43 |
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"use_amp": false,
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| 44 |
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"horizon": 64,
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| 45 |
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"n_action_steps": 50,
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| 46 |
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"drop_n_last_frames": 13,
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| 47 |
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"vision_backbone": "resnet18",
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"crop_shape": [
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120,
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| 50 |
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],
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"random_rotation_deg": 0.0,
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"pretrained_backbone_weights": null,
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| 54 |
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"use_group_norm": true,
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"spatial_softmax_num_keypoints": 32,
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"use_separate_rgb_encoder_per_camera": false,
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| 57 |
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"down_dims": [
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| 58 |
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512,
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| 59 |
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1024,
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| 60 |
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2048
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],
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"kernel_size": 5,
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| 63 |
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"n_groups": 8,
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| 64 |
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"diffusion_step_embed_dim": 128,
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| 65 |
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"use_film_scale_modulation": true,
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| 66 |
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"noise_scheduler_type": "DDPM",
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| 67 |
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"num_train_timesteps": 100,
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| 68 |
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"beta_schedule": "squaredcos_cap_v2",
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| 69 |
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"beta_start": 0.0001,
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| 70 |
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"beta_end": 0.02,
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| 71 |
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"prediction_type": "epsilon",
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| 72 |
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"clip_sample": true,
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| 73 |
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"clip_sample_range": 1.0,
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| 74 |
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"num_inference_steps": 10,
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| 75 |
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"do_mask_loss_for_padding": false,
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"optimizer_lr": 0.0001,
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| 77 |
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"optimizer_betas": [
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0.95,
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0.999
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],
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"optimizer_eps": 1e-08,
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| 82 |
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"optimizer_weight_decay": 1e-06,
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| 83 |
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"scheduler_name": "cosine",
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| 84 |
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"scheduler_warmup_steps": 500
|
| 85 |
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}
|
rope/dp/txy/checkpoint/pretrained_model/train_config.json
ADDED
|
@@ -0,0 +1,235 @@
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|
| 1 |
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{
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| 2 |
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"dataset": {
|
| 3 |
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"repo_id": "shashuo0104/xarm7_insert_rope",
|
| 4 |
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"root": "/tmp/root/real2sim_cache/datasets/rope_train1000_from_success_minus_test200_txy_lerobot_20260524-210810_ab525bd7f4",
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"episodes": null,
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"weight": 1.0,
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"type": "ColorJitter",
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"kwargs": {
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"brightness": [
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]
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},
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"contrast": {
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"weight": 1.0,
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"type": "ColorJitter",
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"kwargs": {
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"contrast": [
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},
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"saturation": {
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"weight": 1.0,
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"type": "ColorJitter",
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"kwargs": {
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"saturation": [
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]
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}
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},
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"hue": {
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"weight": 1.0,
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"type": "ColorJitter",
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"kwargs": {
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"hue": [
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]
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}
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| 50 |
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},
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"sharpness": {
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"weight": 1.0,
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"type": "SharpnessJitter",
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"kwargs": {
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"sharpness": [
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]
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},
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"perspective": {
|
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"weight": 1.0,
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"type": "RandomPerspective",
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"kwargs": {
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"distortion_scale": 0.025,
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"p": 1.0
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}
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},
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"rotation": {
|
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"weight": 1.0,
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"type": "RandomRotation",
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"kwargs": {
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"degrees": [
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|
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|
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]
|
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}
|
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},
|
| 79 |
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"crop": {
|
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"weight": 1.0,
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"type": "RandomCrop",
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"kwargs": {
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"size": [
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}
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}
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},
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"downsample": {
|
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"resize": {
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"weight": 1.0,
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"type": "Resize",
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"kwargs": {
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"size": [
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}
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}
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},
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"revision": null,
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"use_imagenet_stats": true,
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"env": null,
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"policy": {
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"type": "diffusion",
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| 111 |
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"normalization_mapping": {
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| 112 |
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"VISUAL": "MEAN_STD",
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"STATE": "MIN_MAX",
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| 114 |
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"ACTION": "MIN_MAX"
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"device": "cuda",
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| 152 |
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| 163 |
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| 164 |
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512,
|
| 166 |
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2048
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| 169 |
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"kernel_size": 5,
|
| 170 |
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"n_groups": 8,
|
| 171 |
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"diffusion_step_embed_dim": 128,
|
| 172 |
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"use_film_scale_modulation": true,
|
| 173 |
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"noise_scheduler_type": "DDPM",
|
| 174 |
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"num_train_timesteps": 100,
|
| 175 |
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"beta_schedule": "squaredcos_cap_v2",
|
| 176 |
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"beta_start": 0.0001,
|
| 177 |
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|
| 190 |
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|
| 191 |
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
| 198 |
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
| 203 |
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|
| 204 |
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|
| 205 |
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|
| 206 |
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|
| 207 |
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|
| 208 |
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|
| 209 |
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|
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|
| 211 |
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|
| 212 |
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|
| 213 |
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|
| 214 |
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|
| 215 |
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|
| 216 |
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|
| 217 |
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|
| 218 |
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|
| 219 |
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|
| 220 |
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|
| 221 |
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|
| 222 |
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|
| 223 |
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|
| 224 |
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
| 228 |
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|
| 229 |
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|
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|
| 234 |
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|
| 235 |
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}
|
rope/dp/txy/checkpoint/training_state/optimizer_param_groups.json
ADDED
|
@@ -0,0 +1,233 @@
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|
rope/dp/txy/checkpoint/training_state/scheduler_state.json
ADDED
|
@@ -0,0 +1,14 @@
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{
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0.0001
|
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| 5 |
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| 6 |
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| 7 |
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|
| 11 |
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| 12 |
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|
| 13 |
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|
| 14 |
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}
|
rope/dp/txy/checkpoint/training_state/training_step.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"step": 9130
|
| 3 |
+
}
|
rope/dp/txy/metadata.json
ADDED
|
@@ -0,0 +1,11 @@
|
|
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|
| 1 |
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{
|
| 2 |
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"case": "rope",
|
| 3 |
+
"model": "dp",
|
| 4 |
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"mode": "txy",
|
| 5 |
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"checkpoint_step": 9130,
|
| 6 |
+
"source_run_id": "train1k_rope_txy_dp_20260525-175636",
|
| 7 |
+
"checkpoint_layout": "checkpoint/",
|
| 8 |
+
"generated_at": "2026-06-23T16:08:58.289600+00:00",
|
| 9 |
+
"release_target": "DeformGen-Checkpoints/rope/dp/txy",
|
| 10 |
+
"bytes": 3154255119
|
| 11 |
+
}
|
rope/dp/yawonly/checkpoint/training_state/optimizer_param_groups.json
ADDED
|
@@ -0,0 +1,233 @@
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|
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rope/dp/yawonly/checkpoint/training_state/scheduler_state.json
ADDED
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@@ -0,0 +1,14 @@
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rope/dp/yawonly/metadata.json
ADDED
|
@@ -0,0 +1,11 @@
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| 3 |
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rope/pi0/gridrigid/checkpoint/train_state/ocdbt.process_0/d/3918dbb55d6cfe5141a82fdec5cb5957
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rope/pi0/single/checkpoint/_CHECKPOINT_METADATA
ADDED
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rope/pi0/single/checkpoint/assets/shashuo0104/xarm7_insert_rope/norm_stats.json
ADDED
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rope/pi0/single/checkpoint/params/_sharding
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|
rope/pi0/single/checkpoint/train_state/_sharding
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