Publish complete RSCI 40000 checkpoint: newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045
Browse files- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/argv.txt +64 -0
- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoint-manifest.json +99 -0
- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/model.safetensors +3 -0
- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/optimizer.bin +3 -0
- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_0.pkl +3 -0
- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_1.pkl +3 -0
- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_2.pkl +3 -0
- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_3.pkl +3 -0
- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_4.pkl +3 -0
- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_5.pkl +3 -0
- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_6.pkl +3 -0
- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_7.pkl +3 -0
- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/scheduler.bin +3 -0
- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/launch_contract.json +417 -0
- newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/run_config.json +434 -0
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/argv.txt
ADDED
|
@@ -0,0 +1,64 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
/root/workspace/Haoxuan/code/Psi0/RSCI/feture/ARDY_PSCI/scripts/train.py
|
| 2 |
+
finetune_simple_psi0_config
|
| 3 |
+
--train.name=finetune
|
| 4 |
+
--train.data_parallel=ddp
|
| 5 |
+
--train.mixed_precision=bf16
|
| 6 |
+
--train.gradient_accumulation_steps=1
|
| 7 |
+
--train.learning_rate=1e-4
|
| 8 |
+
--train.max_training_steps=40000
|
| 9 |
+
--train.warmup_ratio=None
|
| 10 |
+
--train.warmup_steps=1000
|
| 11 |
+
--train.checkpointing_steps=1000
|
| 12 |
+
--train.checkpoint-anchor-steps=10000
|
| 13 |
+
--train.max_checkpoints_to_keep=4
|
| 14 |
+
--train.validation_steps=500
|
| 15 |
+
--train.val_num_batches=20
|
| 16 |
+
--train.max_grad_norm=1.0
|
| 17 |
+
--train.lr_scheduler_type=cosine
|
| 18 |
+
--train.lr_scheduler_kwargs.weight_decay=1e-6
|
| 19 |
+
--train.lr_scheduler_kwargs.betas 0.95 0.999
|
| 20 |
+
--data.transform.repack.pad-action-dim=36
|
| 21 |
+
--data.transform.repack.pad-state-dim=36
|
| 22 |
+
--data.transform.field.stat-path=meta/stats_psi0.json
|
| 23 |
+
--data.transform.field.stat-action-key=action
|
| 24 |
+
--data.transform.field.stat-state-key=states
|
| 25 |
+
--data.transform.field.action_norm_type=bounds
|
| 26 |
+
--data.transform.field.no-use-norm-mask
|
| 27 |
+
--data.transform.field.normalize-state
|
| 28 |
+
--data.transform.field.pad-action-dim=36
|
| 29 |
+
--data.transform.field.pad-state-dim=36
|
| 30 |
+
--data.transform.model.img-aug
|
| 31 |
+
--data.transform.model.resize.size 180 320
|
| 32 |
+
--data.transform.model.center_crop.size 180 320
|
| 33 |
+
--model.noise-scheduler=flow
|
| 34 |
+
--model.train-diffusion-steps=1000
|
| 35 |
+
--model.n_conditions=0
|
| 36 |
+
--model.action-chunk-size=30
|
| 37 |
+
--model.action-dim=36
|
| 38 |
+
--model.action-exec-horizon=30
|
| 39 |
+
--model.observation-horizon=1
|
| 40 |
+
--model.odim=36
|
| 41 |
+
--model.view_feature_dim=2048
|
| 42 |
+
--model.no-use_film
|
| 43 |
+
--model.no-combined_temb
|
| 44 |
+
--model.rtc
|
| 45 |
+
--model.max-delay=8
|
| 46 |
+
--model.psi0-ardy-aux-weight=0.1
|
| 47 |
+
--exp=RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1
|
| 48 |
+
--seed=292285
|
| 49 |
+
--train.output-dir=/root/workspace/Haoxuan/data/Psi0/RSCI/.runs/G1WholebodyLocomotionPickBetweenTablesTeleop-v0/VGQ-AE/frozen/seed-292285/newh264-speed-v1
|
| 50 |
+
--train.train_batch_size=16
|
| 51 |
+
--train.num-workers=8
|
| 52 |
+
--log.report_to=None
|
| 53 |
+
--train.val-num-workers=8
|
| 54 |
+
--train.prefetch-factor=2
|
| 55 |
+
--data.root_dir=/root/workspace/Haoxuan/data/Psi0/data/simple-between-tables-new-training-h264
|
| 56 |
+
--data.train-repo-ids=G1WholebodyLocomotionPickBetweenTablesTeleop-v0
|
| 57 |
+
--model.model_name_or_path=/root/workspace/Haoxuan/data/Psi0/cache/checkpoints/psi0/pre.fast.1by1.2601091803.ckpt.ego200k.he30k
|
| 58 |
+
--model.pretrained-action-header-path=/root/workspace/Haoxuan/data/Psi0/cache/checkpoints/psi0/postpre.1by1.pad36.2601131206.ckpt.he30k
|
| 59 |
+
--model.rsci-variant=VGQ-AE
|
| 60 |
+
--model.rsci-vlm-mode=frozen
|
| 61 |
+
--data.v5-ardy-sidecar-root=/root/workspace/Haoxuan/data/Psi0/data/simple-between-tables-new-training-ardy-h264/G1WholebodyLocomotionPickBetweenTablesTeleop-v0
|
| 62 |
+
--train.optimizer-fused
|
| 63 |
+
--train.pin-memory
|
| 64 |
+
--train.non-blocking-transfer
|
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoint-manifest.json
ADDED
|
@@ -0,0 +1,99 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": 1,
|
| 3 |
+
"source_run": "/root/workspace/Haoxuan/data/Psi0/RSCI/.runs/G1WholebodyLocomotionPickBetweenTablesTeleop-v0/VGQ-AE/frozen/seed-292285/newh264-speed-v1/finetune/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045",
|
| 4 |
+
"task": "G1WholebodyLocomotionPickBetweenTablesTeleop-v0",
|
| 5 |
+
"model": "VGQ-AE",
|
| 6 |
+
"vlm": "frozen",
|
| 7 |
+
"step": 40000,
|
| 8 |
+
"world_size": 8,
|
| 9 |
+
"prefix": "newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045",
|
| 10 |
+
"total_bytes": 10289936699,
|
| 11 |
+
"files": {
|
| 12 |
+
"checkpoints/ckpt_40000/model.safetensors": {
|
| 13 |
+
"bytes": 6292351720,
|
| 14 |
+
"sha256": "747fb503d84b13ecbc27f3748b5829afa77a6068621de30470f2f7eac110d0e1",
|
| 15 |
+
"git_blob_id": null,
|
| 16 |
+
"mtime_ns": 1792248090373475560
|
| 17 |
+
},
|
| 18 |
+
"checkpoints/ckpt_40000/optimizer.bin": {
|
| 19 |
+
"bytes": 3997422027,
|
| 20 |
+
"sha256": "f23852547108e7c7c7ab17298f3872d9182cde82e7b2e8c67e5ec33b14636369",
|
| 21 |
+
"git_blob_id": null,
|
| 22 |
+
"mtime_ns": 1792248097145479130
|
| 23 |
+
},
|
| 24 |
+
"checkpoints/ckpt_40000/random_states_0.pkl": {
|
| 25 |
+
"bytes": 16577,
|
| 26 |
+
"sha256": "fb1f9c1b86e8f418f19dfef4411ccd3489caee55877a64da78e21df20f5f53d5",
|
| 27 |
+
"git_blob_id": "e0fe035873f308416fa51ff47754c16e95306b94",
|
| 28 |
+
"mtime_ns": 1792248097152479134
|
| 29 |
+
},
|
| 30 |
+
"checkpoints/ckpt_40000/random_states_1.pkl": {
|
| 31 |
+
"bytes": 16513,
|
| 32 |
+
"sha256": "c28c015cb251af89140d520bf7b787e2c1a96f31c7093fb8980b77717c6d9a7c",
|
| 33 |
+
"git_blob_id": "476813204bd4a708ca49d422a49b8ce6f553a145",
|
| 34 |
+
"mtime_ns": 1792248078046469061
|
| 35 |
+
},
|
| 36 |
+
"checkpoints/ckpt_40000/random_states_2.pkl": {
|
| 37 |
+
"bytes": 16513,
|
| 38 |
+
"sha256": "af10a5f1fe7547b399123c0ebdeadac3fca26903049f8381abc4bab22823a96d",
|
| 39 |
+
"git_blob_id": "2cd3622727c1aed47b606773cedd1f6b710fda35",
|
| 40 |
+
"mtime_ns": 1792248078046469061
|
| 41 |
+
},
|
| 42 |
+
"checkpoints/ckpt_40000/random_states_3.pkl": {
|
| 43 |
+
"bytes": 16513,
|
| 44 |
+
"sha256": "eb541a74149cc3b731c99f091de596a417ae64b26672dfbdbb64cc72dccc1e1e",
|
| 45 |
+
"git_blob_id": "1d615513b69090274932173b2b1f1942816750ea",
|
| 46 |
+
"mtime_ns": 1792248078048469062
|
| 47 |
+
},
|
| 48 |
+
"checkpoints/ckpt_40000/random_states_4.pkl": {
|
| 49 |
+
"bytes": 16513,
|
| 50 |
+
"sha256": "8d957016d0a1b8963b9fd485a7604893b99529e74b9a5261de47ba8c349524d8",
|
| 51 |
+
"git_blob_id": "aac7cf9315e962ae4c40fc7258d51300dcecc8dc",
|
| 52 |
+
"mtime_ns": 1792248078046469061
|
| 53 |
+
},
|
| 54 |
+
"checkpoints/ckpt_40000/random_states_5.pkl": {
|
| 55 |
+
"bytes": 16513,
|
| 56 |
+
"sha256": "a609e3e32ea661456d884ab727d9b1b042c22d815851a09fc4677d87ba7b14c8",
|
| 57 |
+
"git_blob_id": "d2ea12a2b234222495a337166132ce57ba331269",
|
| 58 |
+
"mtime_ns": 1792248078046469061
|
| 59 |
+
},
|
| 60 |
+
"checkpoints/ckpt_40000/random_states_6.pkl": {
|
| 61 |
+
"bytes": 16513,
|
| 62 |
+
"sha256": "694b0a5c6a6e2ecf4824196058ac6e5cd2d074d93858094d8551ef59d4783da7",
|
| 63 |
+
"git_blob_id": "5ea01d2e63bb825e26bb684bdca1075d28e3abd5",
|
| 64 |
+
"mtime_ns": 1792248078055469066
|
| 65 |
+
},
|
| 66 |
+
"checkpoints/ckpt_40000/random_states_7.pkl": {
|
| 67 |
+
"bytes": 16513,
|
| 68 |
+
"sha256": "58324d7740510cc4a8638dc67cfedfa2748a88c4acfbcafaf907fd751ce59c8b",
|
| 69 |
+
"git_blob_id": "f7d27b4b2763115a7bb9af21118427ac10c995fb",
|
| 70 |
+
"mtime_ns": 1792248078046469061
|
| 71 |
+
},
|
| 72 |
+
"checkpoints/ckpt_40000/scheduler.bin": {
|
| 73 |
+
"bytes": 1401,
|
| 74 |
+
"sha256": "333a511cd62b9f69fddb60ba012421d8c02880f26090feecb0440de01e609e64",
|
| 75 |
+
"git_blob_id": "579b8a5952a2274f9241e922390e3fef6f18e8b8",
|
| 76 |
+
"mtime_ns": 1792248097147479131
|
| 77 |
+
},
|
| 78 |
+
"run_config.json": {
|
| 79 |
+
"bytes": 15050,
|
| 80 |
+
"sha256": "5618d84f73c9f13554bef04f0d3e7b5098f511158270b8c9583f4bffdaa56856",
|
| 81 |
+
"git_blob_id": "144add04e9f98bc27f400170b95361e3dc5bd0bb",
|
| 82 |
+
"mtime_ns": 1792205113129056366
|
| 83 |
+
},
|
| 84 |
+
"argv.txt": {
|
| 85 |
+
"bytes": 2652,
|
| 86 |
+
"sha256": "ac5a64a7408aaba0ad75e06aabd35e68ba397f0acb081cce0bac5ba946c0ee23",
|
| 87 |
+
"git_blob_id": "3b99349efd7c1a5eae452840ca9caf6751515e2d",
|
| 88 |
+
"mtime_ns": 1792205113131056367
|
| 89 |
+
},
|
| 90 |
+
"launch_contract.json": {
|
| 91 |
+
"bytes": 11681,
|
| 92 |
+
"sha256": "56bd301ce949258e41a82322c386d5237fde0f40995ea41ba6d819b5ee077888",
|
| 93 |
+
"git_blob_id": "1fecdc22727268e347efb664ff0196b2e21796b8",
|
| 94 |
+
"mtime_ns": 1792205090716043770
|
| 95 |
+
}
|
| 96 |
+
},
|
| 97 |
+
"launch_source_sha256": "9a6e2b02c7c64f7942c3f5f02c2cd0333b6e46ea12038e0c41cdb6598df98cdb",
|
| 98 |
+
"contents": "full checkpoint including optimizer, scheduler and all rank RNG states; configs included"
|
| 99 |
+
}
|
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:747fb503d84b13ecbc27f3748b5829afa77a6068621de30470f2f7eac110d0e1
|
| 3 |
+
size 6292351720
|
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/optimizer.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f23852547108e7c7c7ab17298f3872d9182cde82e7b2e8c67e5ec33b14636369
|
| 3 |
+
size 3997422027
|
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_0.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fb1f9c1b86e8f418f19dfef4411ccd3489caee55877a64da78e21df20f5f53d5
|
| 3 |
+
size 16577
|
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_1.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c28c015cb251af89140d520bf7b787e2c1a96f31c7093fb8980b77717c6d9a7c
|
| 3 |
+
size 16513
|
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_2.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:af10a5f1fe7547b399123c0ebdeadac3fca26903049f8381abc4bab22823a96d
|
| 3 |
+
size 16513
|
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_3.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:eb541a74149cc3b731c99f091de596a417ae64b26672dfbdbb64cc72dccc1e1e
|
| 3 |
+
size 16513
|
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_4.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8d957016d0a1b8963b9fd485a7604893b99529e74b9a5261de47ba8c349524d8
|
| 3 |
+
size 16513
|
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_5.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a609e3e32ea661456d884ab727d9b1b042c22d815851a09fc4677d87ba7b14c8
|
| 3 |
+
size 16513
|
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_6.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:694b0a5c6a6e2ecf4824196058ac6e5cd2d074d93858094d8551ef59d4783da7
|
| 3 |
+
size 16513
|
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/random_states_7.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:58324d7740510cc4a8638dc67cfedfa2748a88c4acfbcafaf907fd751ce59c8b
|
| 3 |
+
size 16513
|
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/checkpoints/ckpt_40000/scheduler.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:333a511cd62b9f69fddb60ba012421d8c02880f26090feecb0440de01e609e64
|
| 3 |
+
size 1401
|
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/launch_contract.json
ADDED
|
@@ -0,0 +1,417 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"schema": 1,
|
| 3 |
+
"model": {
|
| 4 |
+
"resnet_store_path": null,
|
| 5 |
+
"pretrained_action_header_path": "/root/workspace/Haoxuan/data/Psi0/cache/checkpoints/psi0/postpre.1by1.pad36.2601131206.ckpt.he30k",
|
| 6 |
+
"rtc": true,
|
| 7 |
+
"max_delay": 8,
|
| 8 |
+
"action_dim": 36,
|
| 9 |
+
"action_chunk_size": 30,
|
| 10 |
+
"action_exec_horizon": 30,
|
| 11 |
+
"observation_horizon": 1,
|
| 12 |
+
"img_chunk": 1,
|
| 13 |
+
"n_cams": 1,
|
| 14 |
+
"use_obs": "add_token",
|
| 15 |
+
"rsci_variant": "VGQ-AE",
|
| 16 |
+
"rsci_vlm_mode": "frozen",
|
| 17 |
+
"rsci_lora_rank": 8,
|
| 18 |
+
"rsci_lora_alpha": 16.0,
|
| 19 |
+
"psi0_ardy_aux": false,
|
| 20 |
+
"psi0_ardy_aux_weight": 0.1,
|
| 21 |
+
"dropout": 0.1,
|
| 22 |
+
"noise_scheduler": "flow",
|
| 23 |
+
"train_diffusion_steps": 1000,
|
| 24 |
+
"eval_diffusion_steps": 10,
|
| 25 |
+
"share_cam_features": false,
|
| 26 |
+
"early_fusion": false,
|
| 27 |
+
"odim": 36,
|
| 28 |
+
"n_conditions": 0,
|
| 29 |
+
"token_fusion": "concat",
|
| 30 |
+
"loss_w": [
|
| 31 |
+
0.1,
|
| 32 |
+
0.2,
|
| 33 |
+
0.1
|
| 34 |
+
],
|
| 35 |
+
"time_dim": 256,
|
| 36 |
+
"hidden_dim": 1536,
|
| 37 |
+
"num_blocks": 6,
|
| 38 |
+
"dim_feedforward": 2048,
|
| 39 |
+
"nhead": 24,
|
| 40 |
+
"activation": "gelu",
|
| 41 |
+
"view_feature_dim": 2048,
|
| 42 |
+
"use_film": false,
|
| 43 |
+
"combined_temb": false,
|
| 44 |
+
"use_dit": false,
|
| 45 |
+
"use_depth": false,
|
| 46 |
+
"depth_encoder_name": "defm_vit_s14",
|
| 47 |
+
"depth_encoder_path": null,
|
| 48 |
+
"depth_encoder_dim": 384,
|
| 49 |
+
"depth_encoder_input_size": [
|
| 50 |
+
196,
|
| 51 |
+
350
|
| 52 |
+
],
|
| 53 |
+
"depth_encoder_patch_size": 14,
|
| 54 |
+
"freeze_depth_encoder": true,
|
| 55 |
+
"depth_cross_attention_layers": [
|
| 56 |
+
0,
|
| 57 |
+
1,
|
| 58 |
+
2,
|
| 59 |
+
3,
|
| 60 |
+
4,
|
| 61 |
+
5
|
| 62 |
+
],
|
| 63 |
+
"depth_fusion_mode": "cross_attention",
|
| 64 |
+
"depth_query_count": 16,
|
| 65 |
+
"depth_query_target_count": 8.0,
|
| 66 |
+
"depth_query_score_dim": 384,
|
| 67 |
+
"depth_query_selection": true,
|
| 68 |
+
"depth_query_use_state": true,
|
| 69 |
+
"depth_query_fuse": false,
|
| 70 |
+
"depth_query_align_depth": false,
|
| 71 |
+
"depth_query_independent_rgb": false,
|
| 72 |
+
"depth_query_concat_streams": false,
|
| 73 |
+
"depth_query_cross_attention_fusion": false,
|
| 74 |
+
"depth_rgb_encoder_path": null,
|
| 75 |
+
"depth_rgb_encoder_type": "dinov2",
|
| 76 |
+
"depth_query_pre_orthogonality": false,
|
| 77 |
+
"depth_query_pre_orthogonality_weight": 0.01,
|
| 78 |
+
"depth_query_post_orthogonality": true,
|
| 79 |
+
"depth_query_resampler_max_tokens": 4096,
|
| 80 |
+
"depth_query_gate_init": 1.0,
|
| 81 |
+
"depth_query_sparsity_init": 0.01,
|
| 82 |
+
"depth_query_sparsity_rate": 0.01,
|
| 83 |
+
"depth_query_sparsity_warmup_steps": 1000,
|
| 84 |
+
"depth_query_recovery_after_steps": 100,
|
| 85 |
+
"depth_query_recovery_weight": 0.01,
|
| 86 |
+
"depth_query_recovery_window_steps": 20,
|
| 87 |
+
"depth_query_recovery_sparsity_scale": 0.0,
|
| 88 |
+
"depth_query_alive_margin": 0.1,
|
| 89 |
+
"depth_query_alive_weight": 1.0,
|
| 90 |
+
"depth_query_selection_weight": 0.01,
|
| 91 |
+
"depth_query_orthogonality_weight": 0.01,
|
| 92 |
+
"v5_enabled": false,
|
| 93 |
+
"v5_film": true,
|
| 94 |
+
"v5_pooling": "attention",
|
| 95 |
+
"v5_ardy": true,
|
| 96 |
+
"v5_hand_state": false,
|
| 97 |
+
"v5_object": true,
|
| 98 |
+
"v5_time_encoding": true,
|
| 99 |
+
"v5_temporal_layers": 0,
|
| 100 |
+
"v5_ardy_weight": 0.1,
|
| 101 |
+
"v5_object_weight": 0.1,
|
| 102 |
+
"v5_intra_modal_dedup": false,
|
| 103 |
+
"v5_intra_modal_dedup_weight": 0.01,
|
| 104 |
+
"depth_gate_init": 0.001,
|
| 105 |
+
"depth_module_lr": 0.0001,
|
| 106 |
+
"action_expert_lr": 0.0001,
|
| 107 |
+
"weight_decay": 0.01,
|
| 108 |
+
"model_name_or_path": "/root/workspace/Haoxuan/data/Psi0/cache/checkpoints/psi0/pre.fast.1by1.2601091803.ckpt.ego200k.he30k",
|
| 109 |
+
"vlm_ckpt_step": null,
|
| 110 |
+
"tune_vlm": false,
|
| 111 |
+
"tune_mm_llm": false,
|
| 112 |
+
"tune_mm_vision": false,
|
| 113 |
+
"tune_mm_mlp": false,
|
| 114 |
+
"gradient_checkpointing": true,
|
| 115 |
+
"lang_backbone_lr": 1e-05,
|
| 116 |
+
"mm_projector_lr": 1e-05,
|
| 117 |
+
"vision_tower_lr": 1e-06,
|
| 118 |
+
"optim": "adamw_torch",
|
| 119 |
+
"model_max_length": 4096,
|
| 120 |
+
"data_flatten": true,
|
| 121 |
+
"data_packing": true,
|
| 122 |
+
"max_pixels": 451584,
|
| 123 |
+
"min_pixels": 12544
|
| 124 |
+
},
|
| 125 |
+
"data": {
|
| 126 |
+
"transform": {
|
| 127 |
+
"repack": {
|
| 128 |
+
"dataset_name": "simple",
|
| 129 |
+
"rsci_variant": "VGQ-AE",
|
| 130 |
+
"psi0_ardy_aux": false,
|
| 131 |
+
"v5_ardy": false,
|
| 132 |
+
"v5_object": false,
|
| 133 |
+
"num_past_frames": 0,
|
| 134 |
+
"action_chunk_size": 30,
|
| 135 |
+
"use_depth": false,
|
| 136 |
+
"depth_key": "observation.depth.egocentric",
|
| 137 |
+
"pad_action_dim": 36,
|
| 138 |
+
"pad_state_dim": 36
|
| 139 |
+
},
|
| 140 |
+
"model": {
|
| 141 |
+
"depth_query_independent_rgb": false,
|
| 142 |
+
"resize": {
|
| 143 |
+
"size": [
|
| 144 |
+
180,
|
| 145 |
+
320
|
| 146 |
+
]
|
| 147 |
+
},
|
| 148 |
+
"center_crop": {
|
| 149 |
+
"size": [
|
| 150 |
+
180,
|
| 151 |
+
320
|
| 152 |
+
]
|
| 153 |
+
},
|
| 154 |
+
"color_jitter": {
|
| 155 |
+
"brightness": 0.2,
|
| 156 |
+
"contrast": [
|
| 157 |
+
0.8,
|
| 158 |
+
1.2
|
| 159 |
+
],
|
| 160 |
+
"saturation": [
|
| 161 |
+
0.8,
|
| 162 |
+
1.2
|
| 163 |
+
],
|
| 164 |
+
"hue": 0.05
|
| 165 |
+
},
|
| 166 |
+
"gaussian_noise": {
|
| 167 |
+
"mean": 0.0,
|
| 168 |
+
"std": 3.0,
|
| 169 |
+
"prob_skip": 0.1
|
| 170 |
+
},
|
| 171 |
+
"img_aug": true,
|
| 172 |
+
"adaptive_resize": false,
|
| 173 |
+
"img_sizes": {
|
| 174 |
+
"egodex": [
|
| 175 |
+
270,
|
| 176 |
+
480
|
| 177 |
+
],
|
| 178 |
+
"he": [
|
| 179 |
+
240,
|
| 180 |
+
320
|
| 181 |
+
]
|
| 182 |
+
}
|
| 183 |
+
},
|
| 184 |
+
"field": {
|
| 185 |
+
"stat_path": "meta/stats_psi0.json",
|
| 186 |
+
"action_norm_type": "bounds",
|
| 187 |
+
"stat_action_key": "action",
|
| 188 |
+
"stat_state_key": "states",
|
| 189 |
+
"use_norm_mask": false,
|
| 190 |
+
"action_norm_masks": [
|
| 191 |
+
true,
|
| 192 |
+
true,
|
| 193 |
+
true,
|
| 194 |
+
true,
|
| 195 |
+
true,
|
| 196 |
+
true,
|
| 197 |
+
false
|
| 198 |
+
],
|
| 199 |
+
"action_min": [
|
| 200 |
+
0.0,
|
| 201 |
+
0.0,
|
| 202 |
+
0.0,
|
| 203 |
+
-1.5,
|
| 204 |
+
-1.5,
|
| 205 |
+
-0.6000000238418579,
|
| 206 |
+
-1.5,
|
| 207 |
+
-0.5,
|
| 208 |
+
-0.699999988079071,
|
| 209 |
+
-0.699999988079071,
|
| 210 |
+
-2.216935230032842e-16,
|
| 211 |
+
-2.216935230032842e-16,
|
| 212 |
+
-4.0845591349633594e-18,
|
| 213 |
+
-2.216935230032842e-16,
|
| 214 |
+
-0.4883034825325012,
|
| 215 |
+
0.1900009959936142,
|
| 216 |
+
-0.5470856428146362,
|
| 217 |
+
-0.34318920969963074,
|
| 218 |
+
-0.35952919721603394,
|
| 219 |
+
-0.35302427411079407,
|
| 220 |
+
-0.4469815790653229,
|
| 221 |
+
-0.6371198296546936,
|
| 222 |
+
-0.7290776371955872,
|
| 223 |
+
-1.0653810501098633,
|
| 224 |
+
-0.8479154706001282,
|
| 225 |
+
-1.0297260284423828,
|
| 226 |
+
-0.42936205863952637,
|
| 227 |
+
-0.5147944092750549,
|
| 228 |
+
-0.16820405423641205,
|
| 229 |
+
-0.045328833162784576,
|
| 230 |
+
-0.13282617926597595,
|
| 231 |
+
0.7400000095367432,
|
| 232 |
+
-0.5,
|
| 233 |
+
-0.5,
|
| 234 |
+
-1.0,
|
| 235 |
+
-3.138223648071289
|
| 236 |
+
],
|
| 237 |
+
"action_max": [
|
| 238 |
+
0.5,
|
| 239 |
+
0.699999988079071,
|
| 240 |
+
0.699999988079071,
|
| 241 |
+
0.0,
|
| 242 |
+
0.0,
|
| 243 |
+
0.0,
|
| 244 |
+
0.0,
|
| 245 |
+
6.930528109384597e-19,
|
| 246 |
+
1.108467615016421e-16,
|
| 247 |
+
1.108467615016421e-16,
|
| 248 |
+
1.5,
|
| 249 |
+
1.5,
|
| 250 |
+
1.0,
|
| 251 |
+
1.5,
|
| 252 |
+
0.2557959258556366,
|
| 253 |
+
0.35884979367256165,
|
| 254 |
+
0.5090755820274353,
|
| 255 |
+
0.19132143259048462,
|
| 256 |
+
0.21249642968177795,
|
| 257 |
+
0.3992660641670227,
|
| 258 |
+
0.4283020794391632,
|
| 259 |
+
0.1457289606332779,
|
| 260 |
+
-0.1900009959936142,
|
| 261 |
+
0.6150448322296143,
|
| 262 |
+
0.35468167066574097,
|
| 263 |
+
0.8703295588493347,
|
| 264 |
+
0.7531875371932983,
|
| 265 |
+
0.971237301826477,
|
| 266 |
+
0.13985762000083923,
|
| 267 |
+
0.15686897933483124,
|
| 268 |
+
0.4661160111427307,
|
| 269 |
+
0.7400000095367432,
|
| 270 |
+
0.5,
|
| 271 |
+
0.5,
|
| 272 |
+
1.0,
|
| 273 |
+
3.1414895057678223
|
| 274 |
+
],
|
| 275 |
+
"state_min": [
|
| 276 |
+
-0.02442001923918724,
|
| 277 |
+
-0.0517612099647522,
|
| 278 |
+
-0.0006534014828503132,
|
| 279 |
+
-0.5095356106758118,
|
| 280 |
+
-1.323034405708313,
|
| 281 |
+
-1.3221508264541626,
|
| 282 |
+
-1.3230019807815552,
|
| 283 |
+
-0.5770347714424133,
|
| 284 |
+
-0.4338151812553406,
|
| 285 |
+
-0.6721642017364502,
|
| 286 |
+
-0.0011892789043486118,
|
| 287 |
+
-7.534810038123396e-07,
|
| 288 |
+
-0.001927333534695208,
|
| 289 |
+
-1.075333216249419e-06,
|
| 290 |
+
-0.43650975823402405,
|
| 291 |
+
0.15721464157104492,
|
| 292 |
+
-0.5489339232444763,
|
| 293 |
+
-0.26434481143951416,
|
| 294 |
+
-0.3508843183517456,
|
| 295 |
+
-0.23784859478473663,
|
| 296 |
+
-0.4281824827194214,
|
| 297 |
+
-0.5803383588790894,
|
| 298 |
+
-0.6814778447151184,
|
| 299 |
+
-1.0344431400299072,
|
| 300 |
+
-0.7932196259498596,
|
| 301 |
+
-1.0205217599868774,
|
| 302 |
+
-0.3445618450641632,
|
| 303 |
+
-0.5986371040344238,
|
| 304 |
+
-0.1348579376935959,
|
| 305 |
+
-0.0017330688424408436,
|
| 306 |
+
-0.1421850621700287,
|
| 307 |
+
0.7400000095367432,
|
| 308 |
+
0.0,
|
| 309 |
+
0.0,
|
| 310 |
+
0.0,
|
| 311 |
+
0.0
|
| 312 |
+
],
|
| 313 |
+
"state_max": [
|
| 314 |
+
0.47981399297714233,
|
| 315 |
+
0.6772664189338684,
|
| 316 |
+
0.6746510863304138,
|
| 317 |
+
0.0010172375477850437,
|
| 318 |
+
0.0007091082516126335,
|
| 319 |
+
0.001881288131698966,
|
| 320 |
+
0.0011398319620639086,
|
| 321 |
+
6.141255539660051e-07,
|
| 322 |
+
0.3043450713157654,
|
| 323 |
+
6.343479981296696e-07,
|
| 324 |
+
0.6933000087738037,
|
| 325 |
+
1.4612544775009155,
|
| 326 |
+
1.4651201963424683,
|
| 327 |
+
1.4609057903289795,
|
| 328 |
+
0.2809508740901947,
|
| 329 |
+
0.34028318524360657,
|
| 330 |
+
0.48582184314727783,
|
| 331 |
+
0.26476219296455383,
|
| 332 |
+
0.20825636386871338,
|
| 333 |
+
0.4566418528556824,
|
| 334 |
+
0.42864030599594116,
|
| 335 |
+
0.1656116098165512,
|
| 336 |
+
-0.1549365073442459,
|
| 337 |
+
0.5154499411582947,
|
| 338 |
+
0.4242899715900421,
|
| 339 |
+
0.8548054695129395,
|
| 340 |
+
0.8040095567703247,
|
| 341 |
+
0.9811649322509766,
|
| 342 |
+
0.136736661195755,
|
| 343 |
+
0.195722296833992,
|
| 344 |
+
0.45781663060188293,
|
| 345 |
+
0.7400000095367432,
|
| 346 |
+
0.0,
|
| 347 |
+
0.0,
|
| 348 |
+
0.0,
|
| 349 |
+
0.0
|
| 350 |
+
],
|
| 351 |
+
"normalize_state": true,
|
| 352 |
+
"pad_action_dim": 36,
|
| 353 |
+
"pad_state_dim": 36
|
| 354 |
+
}
|
| 355 |
+
},
|
| 356 |
+
"root_dir": "/root/workspace/Haoxuan/data/Psi0/data/simple-between-tables-new-training-h264",
|
| 357 |
+
"v5_ardy_sidecar_root": "/root/workspace/Haoxuan/data/Psi0/data/simple-between-tables-new-training-ardy-h264/G1WholebodyLocomotionPickBetweenTablesTeleop-v0",
|
| 358 |
+
"rgb_frame_cache_root": null,
|
| 359 |
+
"train_repo_ids": [
|
| 360 |
+
"G1WholebodyLocomotionPickBetweenTablesTeleop-v0"
|
| 361 |
+
],
|
| 362 |
+
"val_repo_ids": [
|
| 363 |
+
"G1WholebodyLocomotionPickBetweenTablesTeleop-v0"
|
| 364 |
+
]
|
| 365 |
+
},
|
| 366 |
+
"train": {
|
| 367 |
+
"num_workers": 8,
|
| 368 |
+
"overfit_single_batch": false,
|
| 369 |
+
"name": "finetune",
|
| 370 |
+
"hf_token": ".hf_token",
|
| 371 |
+
"lora": false,
|
| 372 |
+
"output_dir": "/root/workspace/Haoxuan/data/Psi0/RSCI/.runs/G1WholebodyLocomotionPickBetweenTablesTeleop-v0/VGQ-AE/frozen/seed-292285/newh264-speed-v1",
|
| 373 |
+
"gradient_accumulation_steps": 1,
|
| 374 |
+
"mixed_precision": "bf16",
|
| 375 |
+
"max_grad_norm": 1.0,
|
| 376 |
+
"optimizer_foreach": null,
|
| 377 |
+
"optimizer_fused": true,
|
| 378 |
+
"pin_memory": true,
|
| 379 |
+
"non_blocking_transfer": true,
|
| 380 |
+
"compile_frozen_encoders": false,
|
| 381 |
+
"val_num_workers": 8,
|
| 382 |
+
"prefetch_factor": 2,
|
| 383 |
+
"timing_enabled": false,
|
| 384 |
+
"reuse_eval_features": false,
|
| 385 |
+
"train_batch_size": 16,
|
| 386 |
+
"val_batch_size": 16,
|
| 387 |
+
"val_num_batches": 20,
|
| 388 |
+
"checkpointing_steps": 1000,
|
| 389 |
+
"checkpoint_anchor_steps": 10000,
|
| 390 |
+
"max_checkpoints_to_keep": 4,
|
| 391 |
+
"validation_steps": 500,
|
| 392 |
+
"learning_rate": 0.0001,
|
| 393 |
+
"lr_scheduler_type": "cosine",
|
| 394 |
+
"lr_scheduler_kwargs": {
|
| 395 |
+
"betas": [
|
| 396 |
+
0.95,
|
| 397 |
+
0.999
|
| 398 |
+
],
|
| 399 |
+
"weight_decay": 1e-06,
|
| 400 |
+
"eps": 1e-08
|
| 401 |
+
},
|
| 402 |
+
"scheduler_specific_kwargs": {},
|
| 403 |
+
"data_parallel": "ddp",
|
| 404 |
+
"sharding_strategy": "full-shard",
|
| 405 |
+
"deepspeed_config": "/root/workspace/Haoxuan/code/Psi0/RSCI/feture/ARDY_PSCI/src/InternVLA/config/deepseeds/zero3.json",
|
| 406 |
+
"enable_gradient_checkpointing": true,
|
| 407 |
+
"enable_mixed_precision_training": true,
|
| 408 |
+
"reduce_in_full_precision": true,
|
| 409 |
+
"max_training_steps": 40000,
|
| 410 |
+
"num_train_epochs": null,
|
| 411 |
+
"warmup_steps": 1000,
|
| 412 |
+
"warmup_ratio": null
|
| 413 |
+
},
|
| 414 |
+
"seed": 292285,
|
| 415 |
+
"world_size": 8,
|
| 416 |
+
"source_sha256": "9a6e2b02c7c64f7942c3f5f02c2cd0333b6e46ea12038e0c41cdb6598df98cdb"
|
| 417 |
+
}
|
newcheckpoint/Psi0/VGQ-AE/betweentables/frozen/RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1.simple.flow1000.cosine.lr1.0e-04.b128.gpus8.2610171045/run_config.json
ADDED
|
@@ -0,0 +1,434 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"exp": "RSCI-G1WholebodyLocomotionPickBetweenTablesTeleop-v0-VGQ-AE-frozen-newh264-speed-v1",
|
| 3 |
+
"seed": 292285,
|
| 4 |
+
"auto_tag_run": false,
|
| 5 |
+
"eval": false,
|
| 6 |
+
"debug": false,
|
| 7 |
+
"timestamp": "2610171045",
|
| 8 |
+
"log": {
|
| 9 |
+
"logging_dir": "logs",
|
| 10 |
+
"report_to": null,
|
| 11 |
+
"log_freq": 100
|
| 12 |
+
},
|
| 13 |
+
"wandb": {
|
| 14 |
+
"project": "psi",
|
| 15 |
+
"entity": null,
|
| 16 |
+
"group": null,
|
| 17 |
+
"id": null,
|
| 18 |
+
"name": null,
|
| 19 |
+
"resume": "allow"
|
| 20 |
+
},
|
| 21 |
+
"train": {
|
| 22 |
+
"num_workers": 8,
|
| 23 |
+
"overfit_single_batch": false,
|
| 24 |
+
"name": "finetune",
|
| 25 |
+
"resume_from_checkpoint": null,
|
| 26 |
+
"skip_resumed_steps": false,
|
| 27 |
+
"hf_token": ".hf_token",
|
| 28 |
+
"lora": false,
|
| 29 |
+
"output_dir": "/root/workspace/Haoxuan/data/Psi0/RSCI/.runs/G1WholebodyLocomotionPickBetweenTablesTeleop-v0/VGQ-AE/frozen/seed-292285/newh264-speed-v1",
|
| 30 |
+
"gradient_accumulation_steps": 1,
|
| 31 |
+
"mixed_precision": "bf16",
|
| 32 |
+
"max_grad_norm": 1.0,
|
| 33 |
+
"optimizer_foreach": null,
|
| 34 |
+
"optimizer_fused": true,
|
| 35 |
+
"pin_memory": true,
|
| 36 |
+
"non_blocking_transfer": true,
|
| 37 |
+
"compile_frozen_encoders": false,
|
| 38 |
+
"val_num_workers": 8,
|
| 39 |
+
"prefetch_factor": 2,
|
| 40 |
+
"timing_enabled": false,
|
| 41 |
+
"reuse_eval_features": false,
|
| 42 |
+
"train_batch_size": 16,
|
| 43 |
+
"val_batch_size": 16,
|
| 44 |
+
"val_num_batches": 20,
|
| 45 |
+
"checkpointing_steps": 1000,
|
| 46 |
+
"checkpoint_anchor_steps": 10000,
|
| 47 |
+
"max_checkpoints_to_keep": 4,
|
| 48 |
+
"validation_steps": 500,
|
| 49 |
+
"learning_rate": 0.0001,
|
| 50 |
+
"lr_scheduler_type": "cosine",
|
| 51 |
+
"lr_scheduler_kwargs": {
|
| 52 |
+
"betas": [
|
| 53 |
+
0.95,
|
| 54 |
+
0.999
|
| 55 |
+
],
|
| 56 |
+
"weight_decay": 1e-6,
|
| 57 |
+
"eps": 1e-8
|
| 58 |
+
},
|
| 59 |
+
"scheduler_specific_kwargs": {},
|
| 60 |
+
"data_parallel": "ddp",
|
| 61 |
+
"sharding_strategy": "full-shard",
|
| 62 |
+
"deepspeed_config": "/root/workspace/Haoxuan/code/Psi0/RSCI/feture/ARDY_PSCI/src/InternVLA/config/deepseeds/zero3.json",
|
| 63 |
+
"enable_gradient_checkpointing": true,
|
| 64 |
+
"enable_mixed_precision_training": true,
|
| 65 |
+
"reduce_in_full_precision": true,
|
| 66 |
+
"max_training_steps": 40000,
|
| 67 |
+
"num_train_epochs": null,
|
| 68 |
+
"warmup_steps": 1000,
|
| 69 |
+
"warmup_ratio": null
|
| 70 |
+
},
|
| 71 |
+
"data": {
|
| 72 |
+
"transform": {
|
| 73 |
+
"repack": {
|
| 74 |
+
"dataset_name": "simple",
|
| 75 |
+
"rsci_variant": null,
|
| 76 |
+
"psi0_ardy_aux": false,
|
| 77 |
+
"v5_ardy": false,
|
| 78 |
+
"v5_object": false,
|
| 79 |
+
"num_past_frames": 0,
|
| 80 |
+
"action_chunk_size": 30,
|
| 81 |
+
"use_depth": false,
|
| 82 |
+
"depth_key": "observation.depth.egocentric",
|
| 83 |
+
"pad_action_dim": 36,
|
| 84 |
+
"pad_state_dim": 36
|
| 85 |
+
},
|
| 86 |
+
"model": {
|
| 87 |
+
"depth_query_independent_rgb": false,
|
| 88 |
+
"resize": {
|
| 89 |
+
"size": [
|
| 90 |
+
180,
|
| 91 |
+
320
|
| 92 |
+
]
|
| 93 |
+
},
|
| 94 |
+
"center_crop": {
|
| 95 |
+
"size": [
|
| 96 |
+
180,
|
| 97 |
+
320
|
| 98 |
+
]
|
| 99 |
+
},
|
| 100 |
+
"color_jitter": {
|
| 101 |
+
"brightness": 0.2,
|
| 102 |
+
"contrast": [
|
| 103 |
+
0.8,
|
| 104 |
+
1.2
|
| 105 |
+
],
|
| 106 |
+
"saturation": [
|
| 107 |
+
0.8,
|
| 108 |
+
1.2
|
| 109 |
+
],
|
| 110 |
+
"hue": 0.05
|
| 111 |
+
},
|
| 112 |
+
"gaussian_noise": {
|
| 113 |
+
"mean": 0.0,
|
| 114 |
+
"std": 3.0,
|
| 115 |
+
"prob_skip": 0.1
|
| 116 |
+
},
|
| 117 |
+
"img_aug": true,
|
| 118 |
+
"adaptive_resize": false,
|
| 119 |
+
"img_sizes": {
|
| 120 |
+
"egodex": [
|
| 121 |
+
270,
|
| 122 |
+
480
|
| 123 |
+
],
|
| 124 |
+
"he": [
|
| 125 |
+
240,
|
| 126 |
+
320
|
| 127 |
+
]
|
| 128 |
+
}
|
| 129 |
+
},
|
| 130 |
+
"field": {
|
| 131 |
+
"stat_path": "meta/stats_psi0.json",
|
| 132 |
+
"action_norm_type": "bounds",
|
| 133 |
+
"stat_action_key": "action",
|
| 134 |
+
"stat_state_key": "states",
|
| 135 |
+
"use_norm_mask": false,
|
| 136 |
+
"action_norm_masks": [
|
| 137 |
+
true,
|
| 138 |
+
true,
|
| 139 |
+
true,
|
| 140 |
+
true,
|
| 141 |
+
true,
|
| 142 |
+
true,
|
| 143 |
+
false
|
| 144 |
+
],
|
| 145 |
+
"action_min": [
|
| 146 |
+
0.0,
|
| 147 |
+
0.0,
|
| 148 |
+
0.0,
|
| 149 |
+
-1.5,
|
| 150 |
+
-1.5,
|
| 151 |
+
-0.6000000238418579,
|
| 152 |
+
-1.5,
|
| 153 |
+
-0.5,
|
| 154 |
+
-0.699999988079071,
|
| 155 |
+
-0.699999988079071,
|
| 156 |
+
-2.216935230032842e-16,
|
| 157 |
+
-2.216935230032842e-16,
|
| 158 |
+
-4.0845591349633594e-18,
|
| 159 |
+
-2.216935230032842e-16,
|
| 160 |
+
-0.4883034825325012,
|
| 161 |
+
0.1900009959936142,
|
| 162 |
+
-0.5470856428146362,
|
| 163 |
+
-0.34318920969963074,
|
| 164 |
+
-0.35952919721603394,
|
| 165 |
+
-0.35302427411079407,
|
| 166 |
+
-0.4469815790653229,
|
| 167 |
+
-0.6371198296546936,
|
| 168 |
+
-0.7290776371955872,
|
| 169 |
+
-1.0653810501098633,
|
| 170 |
+
-0.8479154706001282,
|
| 171 |
+
-1.0297260284423828,
|
| 172 |
+
-0.42936205863952637,
|
| 173 |
+
-0.5147944092750549,
|
| 174 |
+
-0.16820405423641205,
|
| 175 |
+
-0.045328833162784576,
|
| 176 |
+
-0.13282617926597595,
|
| 177 |
+
0.7400000095367432,
|
| 178 |
+
-0.5,
|
| 179 |
+
-0.5,
|
| 180 |
+
-1.0,
|
| 181 |
+
-3.138223648071289
|
| 182 |
+
],
|
| 183 |
+
"action_max": [
|
| 184 |
+
0.5,
|
| 185 |
+
0.699999988079071,
|
| 186 |
+
0.699999988079071,
|
| 187 |
+
0.0,
|
| 188 |
+
0.0,
|
| 189 |
+
0.0,
|
| 190 |
+
0.0,
|
| 191 |
+
6.930528109384597e-19,
|
| 192 |
+
1.108467615016421e-16,
|
| 193 |
+
1.108467615016421e-16,
|
| 194 |
+
1.5,
|
| 195 |
+
1.5,
|
| 196 |
+
1.0,
|
| 197 |
+
1.5,
|
| 198 |
+
0.2557959258556366,
|
| 199 |
+
0.35884979367256165,
|
| 200 |
+
0.5090755820274353,
|
| 201 |
+
0.19132143259048462,
|
| 202 |
+
0.21249642968177795,
|
| 203 |
+
0.3992660641670227,
|
| 204 |
+
0.4283020794391632,
|
| 205 |
+
0.1457289606332779,
|
| 206 |
+
-0.1900009959936142,
|
| 207 |
+
0.6150448322296143,
|
| 208 |
+
0.35468167066574097,
|
| 209 |
+
0.8703295588493347,
|
| 210 |
+
0.7531875371932983,
|
| 211 |
+
0.971237301826477,
|
| 212 |
+
0.13985762000083923,
|
| 213 |
+
0.15686897933483124,
|
| 214 |
+
0.4661160111427307,
|
| 215 |
+
0.7400000095367432,
|
| 216 |
+
0.5,
|
| 217 |
+
0.5,
|
| 218 |
+
1.0,
|
| 219 |
+
3.1414895057678223
|
| 220 |
+
],
|
| 221 |
+
"state_min": [
|
| 222 |
+
-0.02442001923918724,
|
| 223 |
+
-0.0517612099647522,
|
| 224 |
+
-0.0006534014828503132,
|
| 225 |
+
-0.5095356106758118,
|
| 226 |
+
-1.323034405708313,
|
| 227 |
+
-1.3221508264541626,
|
| 228 |
+
-1.3230019807815552,
|
| 229 |
+
-0.5770347714424133,
|
| 230 |
+
-0.4338151812553406,
|
| 231 |
+
-0.6721642017364502,
|
| 232 |
+
-0.0011892789043486118,
|
| 233 |
+
-7.534810038123396e-7,
|
| 234 |
+
-0.001927333534695208,
|
| 235 |
+
-1.075333216249419e-6,
|
| 236 |
+
-0.43650975823402405,
|
| 237 |
+
0.15721464157104492,
|
| 238 |
+
-0.5489339232444763,
|
| 239 |
+
-0.26434481143951416,
|
| 240 |
+
-0.3508843183517456,
|
| 241 |
+
-0.23784859478473663,
|
| 242 |
+
-0.4281824827194214,
|
| 243 |
+
-0.5803383588790894,
|
| 244 |
+
-0.6814778447151184,
|
| 245 |
+
-1.0344431400299072,
|
| 246 |
+
-0.7932196259498596,
|
| 247 |
+
-1.0205217599868774,
|
| 248 |
+
-0.3445618450641632,
|
| 249 |
+
-0.5986371040344238,
|
| 250 |
+
-0.1348579376935959,
|
| 251 |
+
-0.0017330688424408436,
|
| 252 |
+
-0.1421850621700287,
|
| 253 |
+
0.7400000095367432,
|
| 254 |
+
0.0,
|
| 255 |
+
0.0,
|
| 256 |
+
0.0,
|
| 257 |
+
0.0
|
| 258 |
+
],
|
| 259 |
+
"state_max": [
|
| 260 |
+
0.47981399297714233,
|
| 261 |
+
0.6772664189338684,
|
| 262 |
+
0.6746510863304138,
|
| 263 |
+
0.0010172375477850437,
|
| 264 |
+
0.0007091082516126335,
|
| 265 |
+
0.001881288131698966,
|
| 266 |
+
0.0011398319620639086,
|
| 267 |
+
6.141255539660051e-7,
|
| 268 |
+
0.3043450713157654,
|
| 269 |
+
6.343479981296696e-7,
|
| 270 |
+
0.6933000087738037,
|
| 271 |
+
1.4612544775009155,
|
| 272 |
+
1.4651201963424683,
|
| 273 |
+
1.4609057903289795,
|
| 274 |
+
0.2809508740901947,
|
| 275 |
+
0.34028318524360657,
|
| 276 |
+
0.48582184314727783,
|
| 277 |
+
0.26476219296455383,
|
| 278 |
+
0.20825636386871338,
|
| 279 |
+
0.4566418528556824,
|
| 280 |
+
0.42864030599594116,
|
| 281 |
+
0.1656116098165512,
|
| 282 |
+
-0.1549365073442459,
|
| 283 |
+
0.5154499411582947,
|
| 284 |
+
0.4242899715900421,
|
| 285 |
+
0.8548054695129395,
|
| 286 |
+
0.8040095567703247,
|
| 287 |
+
0.9811649322509766,
|
| 288 |
+
0.136736661195755,
|
| 289 |
+
0.195722296833992,
|
| 290 |
+
0.45781663060188293,
|
| 291 |
+
0.7400000095367432,
|
| 292 |
+
0.0,
|
| 293 |
+
0.0,
|
| 294 |
+
0.0,
|
| 295 |
+
0.0
|
| 296 |
+
],
|
| 297 |
+
"normalize_state": true,
|
| 298 |
+
"pad_action_dim": 36,
|
| 299 |
+
"pad_state_dim": 36
|
| 300 |
+
}
|
| 301 |
+
},
|
| 302 |
+
"root_dir": "/root/workspace/Haoxuan/data/Psi0/data/simple-between-tables-new-training-h264",
|
| 303 |
+
"v5_ardy_sidecar_root": "/root/workspace/Haoxuan/data/Psi0/data/simple-between-tables-new-training-ardy-h264/G1WholebodyLocomotionPickBetweenTablesTeleop-v0",
|
| 304 |
+
"rgb_frame_cache_root": null,
|
| 305 |
+
"train_repo_ids": [
|
| 306 |
+
"G1WholebodyLocomotionPickBetweenTablesTeleop-v0"
|
| 307 |
+
],
|
| 308 |
+
"val_repo_ids": [
|
| 309 |
+
"G1WholebodyLocomotionPickBetweenTablesTeleop-v0"
|
| 310 |
+
]
|
| 311 |
+
},
|
| 312 |
+
"model": {
|
| 313 |
+
"resnet_store_path": null,
|
| 314 |
+
"pretrained_action_header_path": "/root/workspace/Haoxuan/data/Psi0/cache/checkpoints/psi0/postpre.1by1.pad36.2601131206.ckpt.he30k",
|
| 315 |
+
"rtc": true,
|
| 316 |
+
"max_delay": 8,
|
| 317 |
+
"action_dim": 36,
|
| 318 |
+
"action_chunk_size": 30,
|
| 319 |
+
"action_exec_horizon": 30,
|
| 320 |
+
"observation_horizon": 1,
|
| 321 |
+
"img_chunk": 1,
|
| 322 |
+
"n_cams": 1,
|
| 323 |
+
"use_obs": "add_token",
|
| 324 |
+
"rsci_variant": "VGQ-AE",
|
| 325 |
+
"rsci_vlm_mode": "frozen",
|
| 326 |
+
"rsci_lora_rank": 8,
|
| 327 |
+
"rsci_lora_alpha": 16.0,
|
| 328 |
+
"psi0_ardy_aux": false,
|
| 329 |
+
"psi0_ardy_aux_weight": 0.1,
|
| 330 |
+
"dropout": 0.1,
|
| 331 |
+
"noise_scheduler": "flow",
|
| 332 |
+
"train_diffusion_steps": 1000,
|
| 333 |
+
"eval_diffusion_steps": 10,
|
| 334 |
+
"share_cam_features": false,
|
| 335 |
+
"early_fusion": false,
|
| 336 |
+
"odim": 36,
|
| 337 |
+
"n_conditions": 0,
|
| 338 |
+
"token_fusion": "concat",
|
| 339 |
+
"loss_w": [
|
| 340 |
+
0.1,
|
| 341 |
+
0.2,
|
| 342 |
+
0.1
|
| 343 |
+
],
|
| 344 |
+
"time_dim": 256,
|
| 345 |
+
"hidden_dim": 1536,
|
| 346 |
+
"num_blocks": 6,
|
| 347 |
+
"dim_feedforward": 2048,
|
| 348 |
+
"nhead": 24,
|
| 349 |
+
"activation": "gelu",
|
| 350 |
+
"view_feature_dim": 2048,
|
| 351 |
+
"use_film": false,
|
| 352 |
+
"combined_temb": false,
|
| 353 |
+
"use_dit": false,
|
| 354 |
+
"use_depth": false,
|
| 355 |
+
"depth_encoder_name": "defm_vit_s14",
|
| 356 |
+
"depth_encoder_path": null,
|
| 357 |
+
"depth_encoder_dim": 384,
|
| 358 |
+
"depth_encoder_input_size": [
|
| 359 |
+
196,
|
| 360 |
+
350
|
| 361 |
+
],
|
| 362 |
+
"depth_encoder_patch_size": 14,
|
| 363 |
+
"freeze_depth_encoder": true,
|
| 364 |
+
"depth_cross_attention_layers": [
|
| 365 |
+
0,
|
| 366 |
+
1,
|
| 367 |
+
2,
|
| 368 |
+
3,
|
| 369 |
+
4,
|
| 370 |
+
5
|
| 371 |
+
],
|
| 372 |
+
"depth_fusion_mode": "cross_attention",
|
| 373 |
+
"depth_query_count": 16,
|
| 374 |
+
"depth_query_target_count": 8.0,
|
| 375 |
+
"depth_query_score_dim": 384,
|
| 376 |
+
"depth_query_selection": true,
|
| 377 |
+
"depth_query_use_state": true,
|
| 378 |
+
"depth_query_fuse": false,
|
| 379 |
+
"depth_query_align_depth": false,
|
| 380 |
+
"depth_query_independent_rgb": false,
|
| 381 |
+
"depth_query_concat_streams": false,
|
| 382 |
+
"depth_query_cross_attention_fusion": false,
|
| 383 |
+
"depth_rgb_encoder_path": null,
|
| 384 |
+
"depth_rgb_encoder_type": "dinov2",
|
| 385 |
+
"depth_query_pre_orthogonality": false,
|
| 386 |
+
"depth_query_pre_orthogonality_weight": 0.01,
|
| 387 |
+
"depth_query_post_orthogonality": true,
|
| 388 |
+
"depth_query_resampler_max_tokens": 4096,
|
| 389 |
+
"depth_query_gate_init": 1.0,
|
| 390 |
+
"depth_query_sparsity_init": 0.01,
|
| 391 |
+
"depth_query_sparsity_rate": 0.01,
|
| 392 |
+
"depth_query_sparsity_warmup_steps": 1000,
|
| 393 |
+
"depth_query_recovery_after_steps": 100,
|
| 394 |
+
"depth_query_recovery_weight": 0.01,
|
| 395 |
+
"depth_query_recovery_window_steps": 20,
|
| 396 |
+
"depth_query_recovery_sparsity_scale": 0.0,
|
| 397 |
+
"depth_query_alive_margin": 0.1,
|
| 398 |
+
"depth_query_alive_weight": 1.0,
|
| 399 |
+
"depth_query_selection_weight": 0.01,
|
| 400 |
+
"depth_query_orthogonality_weight": 0.01,
|
| 401 |
+
"v5_enabled": false,
|
| 402 |
+
"v5_film": true,
|
| 403 |
+
"v5_pooling": "attention",
|
| 404 |
+
"v5_ardy": true,
|
| 405 |
+
"v5_hand_state": false,
|
| 406 |
+
"v5_object": true,
|
| 407 |
+
"v5_time_encoding": true,
|
| 408 |
+
"v5_temporal_layers": 0,
|
| 409 |
+
"v5_ardy_weight": 0.1,
|
| 410 |
+
"v5_object_weight": 0.1,
|
| 411 |
+
"v5_intra_modal_dedup": false,
|
| 412 |
+
"v5_intra_modal_dedup_weight": 0.01,
|
| 413 |
+
"depth_gate_init": 0.001,
|
| 414 |
+
"depth_module_lr": 0.0001,
|
| 415 |
+
"action_expert_lr": 0.0001,
|
| 416 |
+
"weight_decay": 0.01,
|
| 417 |
+
"model_name_or_path": "/root/workspace/Haoxuan/data/Psi0/cache/checkpoints/psi0/pre.fast.1by1.2601091803.ckpt.ego200k.he30k",
|
| 418 |
+
"vlm_ckpt_step": null,
|
| 419 |
+
"tune_vlm": false,
|
| 420 |
+
"tune_mm_llm": false,
|
| 421 |
+
"tune_mm_vision": false,
|
| 422 |
+
"tune_mm_mlp": false,
|
| 423 |
+
"gradient_checkpointing": true,
|
| 424 |
+
"lang_backbone_lr": 0.00001,
|
| 425 |
+
"mm_projector_lr": 0.00001,
|
| 426 |
+
"vision_tower_lr": 1e-6,
|
| 427 |
+
"optim": "adamw_torch",
|
| 428 |
+
"model_max_length": 4096,
|
| 429 |
+
"data_flatten": true,
|
| 430 |
+
"data_packing": true,
|
| 431 |
+
"max_pixels": 451584,
|
| 432 |
+
"min_pixels": 12544
|
| 433 |
+
}
|
| 434 |
+
}
|