Add files using upload-large-folder tool
Browse files- .gitattributes +1 -0
- checkpoints/010000/pretrained_model/config.json +88 -0
- checkpoints/010000/pretrained_model/model.safetensors +3 -0
- checkpoints/010000/pretrained_model/train_config.json +201 -0
- checkpoints/010000/training_state/optimizer_param_groups.json +527 -0
- checkpoints/010000/training_state/optimizer_state.safetensors +3 -0
- checkpoints/010000/training_state/rng_state.safetensors +3 -0
- checkpoints/010000/training_state/scheduler_state.json +15 -0
- checkpoints/010000/training_state/training_step.json +3 -0
- checkpoints/020000/pretrained_model/config.json +88 -0
- checkpoints/020000/pretrained_model/model.safetensors +3 -0
- checkpoints/020000/pretrained_model/train_config.json +201 -0
- checkpoints/020000/training_state/optimizer_param_groups.json +527 -0
- checkpoints/020000/training_state/optimizer_state.safetensors +3 -0
- checkpoints/020000/training_state/rng_state.safetensors +3 -0
- checkpoints/020000/training_state/scheduler_state.json +15 -0
- checkpoints/020000/training_state/training_step.json +3 -0
- checkpoints/030000/pretrained_model/config.json +88 -0
- checkpoints/030000/pretrained_model/model.safetensors +3 -0
- checkpoints/030000/pretrained_model/train_config.json +201 -0
- checkpoints/030000/training_state/optimizer_param_groups.json +527 -0
- checkpoints/030000/training_state/optimizer_state.safetensors +3 -0
- checkpoints/030000/training_state/rng_state.safetensors +3 -0
- checkpoints/030000/training_state/scheduler_state.json +15 -0
- checkpoints/030000/training_state/training_step.json +3 -0
- wandb/debug-internal.log +11 -0
- wandb/debug.log +21 -0
- wandb/run-20260302_191357-2k5jvkhb/files/config.yaml +268 -0
- wandb/run-20260302_191357-2k5jvkhb/files/output.log +0 -0
- wandb/run-20260302_191357-2k5jvkhb/files/requirements.txt +617 -0
- wandb/run-20260302_191357-2k5jvkhb/files/wandb-metadata.json +56 -0
- wandb/run-20260302_191357-2k5jvkhb/files/wandb-summary.json +1 -0
- wandb/run-20260302_191357-2k5jvkhb/logs/debug-core.log +16 -0
- wandb/run-20260302_191357-2k5jvkhb/logs/debug-internal.log +11 -0
- wandb/run-20260302_191357-2k5jvkhb/logs/debug.log +21 -0
- wandb/run-20260302_191357-2k5jvkhb/run-2k5jvkhb.wandb +3 -0
.gitattributes
CHANGED
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wandb/run-20260302_191357-2k5jvkhb/run-2k5jvkhb.wandb filter=lfs diff=lfs merge=lfs -text
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checkpoints/010000/pretrained_model/config.json
ADDED
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checkpoints/010000/pretrained_model/model.safetensors
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checkpoints/010000/pretrained_model/train_config.json
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| 131 |
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|
| 132 |
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|
| 133 |
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|
| 134 |
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| 135 |
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|
| 136 |
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|
| 137 |
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|
| 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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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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|
| 148 |
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|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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"max_period": 4.0
|
| 155 |
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},
|
| 156 |
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"output_dir": "outputs/train/2026-03-02/19-13-56_smolvla",
|
| 157 |
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"job_name": "smolvla",
|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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|
| 163 |
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|
| 164 |
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|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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"optimizer": {
|
| 169 |
+
"type": "adamw",
|
| 170 |
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"lr": 0.0001,
|
| 171 |
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"weight_decay": 1e-10,
|
| 172 |
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|
| 173 |
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"betas": [
|
| 174 |
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|
| 175 |
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|
| 176 |
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],
|
| 177 |
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"eps": 1e-08
|
| 178 |
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},
|
| 179 |
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"scheduler": {
|
| 180 |
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"type": "cosine_decay_with_warmup",
|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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"decay_lr": 2.5e-06
|
| 185 |
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},
|
| 186 |
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"eval": {
|
| 187 |
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"n_episodes": 50,
|
| 188 |
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"batch_size": 50,
|
| 189 |
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"use_async_envs": false,
|
| 190 |
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"instruction": null
|
| 191 |
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},
|
| 192 |
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"wandb": {
|
| 193 |
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"enable": true,
|
| 194 |
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"disable_artifact": false,
|
| 195 |
+
"project": "lerobot",
|
| 196 |
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"entity": null,
|
| 197 |
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|
| 198 |
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|
| 199 |
+
"mode": null
|
| 200 |
+
}
|
| 201 |
+
}
|
checkpoints/010000/training_state/optimizer_param_groups.json
ADDED
|
@@ -0,0 +1,527 @@
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| 1 |
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[
|
| 2 |
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{
|
| 3 |
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|
| 4 |
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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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|
| 527 |
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|
checkpoints/010000/training_state/optimizer_state.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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|
|
|
|
|
|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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| 3 |
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size 1241517564
|
checkpoints/010000/training_state/rng_state.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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|
| 3 |
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size 15708
|
checkpoints/010000/training_state/scheduler_state.json
ADDED
|
@@ -0,0 +1,15 @@
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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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"base_lrs": [
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| 3 |
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|
| 4 |
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],
|
| 5 |
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"last_epoch": 10000,
|
| 6 |
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"_step_count": 10001,
|
| 7 |
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"_is_initial": false,
|
| 8 |
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"_get_lr_called_within_step": false,
|
| 9 |
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"_last_lr": [
|
| 10 |
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|
| 11 |
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],
|
| 12 |
+
"lr_lambdas": [
|
| 13 |
+
null
|
| 14 |
+
]
|
| 15 |
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}
|
checkpoints/010000/training_state/training_step.json
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"step": 10000
|
| 3 |
+
}
|
checkpoints/020000/pretrained_model/config.json
ADDED
|
@@ -0,0 +1,88 @@
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|
| 1 |
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{
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| 2 |
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"type": "smolvla",
|
| 3 |
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"n_obs_steps": 2,
|
| 4 |
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"normalization_mapping": {
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| 5 |
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"VISUAL": "IDENTITY",
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| 6 |
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| 7 |
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"ACTION": "MEAN_STD"
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| 8 |
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},
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| 9 |
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"input_features": {
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| 10 |
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"observation.images.cam_global": {
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| 11 |
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"type": "VISUAL",
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checkpoints/020000/training_state/optimizer_param_groups.json
ADDED
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| 1 |
+
[
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| 2 |
+
{
|
| 3 |
+
"lr": 2.6875000000000013e-05,
|
| 4 |
+
"betas": [
|
| 5 |
+
0.9,
|
| 6 |
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0.95
|
| 7 |
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],
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| 8 |
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"eps": 1e-08,
|
| 9 |
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"weight_decay": 1e-10,
|
| 10 |
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"amsgrad": false,
|
| 11 |
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"maximize": false,
|
| 12 |
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"foreach": null,
|
| 13 |
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"capturable": false,
|
| 14 |
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"differentiable": false,
|
| 15 |
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"fused": null,
|
| 16 |
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"decoupled_weight_decay": true,
|
| 17 |
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"initial_lr": 0.0001,
|
| 18 |
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|
| 19 |
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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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| 105 |
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| 109 |
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| 110 |
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| 177 |
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| 179 |
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|
| 180 |
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|
| 181 |
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| 187 |
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|
| 188 |
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|
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| 190 |
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| 193 |
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| 194 |
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|
| 200 |
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|
| 201 |
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}
|
checkpoints/030000/training_state/optimizer_param_groups.json
ADDED
|
@@ -0,0 +1,527 @@
|
|
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| 1 |
+
[
|
| 2 |
+
{
|
| 3 |
+
"lr": 2.5e-06,
|
| 4 |
+
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|
| 5 |
+
0.9,
|
| 6 |
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0.95
|
| 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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"maximize": false,
|
| 12 |
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"foreach": null,
|
| 13 |
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"capturable": false,
|
| 14 |
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"differentiable": false,
|
| 15 |
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"fused": null,
|
| 16 |
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"decoupled_weight_decay": true,
|
| 17 |
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"initial_lr": 0.0001,
|
| 18 |
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|
| 19 |
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| 20 |
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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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|
| 525 |
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|
| 526 |
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|
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|
checkpoints/030000/training_state/optimizer_state.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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|
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|
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version https://git-lfs.github.com/spec/v1
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oid sha256:fdfdc68526e4bc500059a2ccbf550ad8f801ec6ad04e1a8a5f28e717c517eca1
|
| 3 |
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size 1241517564
|
checkpoints/030000/training_state/rng_state.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:1a5714c1045a6f7bbee430cd9284ae5bf5d77a5bba1cfa737a2194058d261486
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| 3 |
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size 15708
|
checkpoints/030000/training_state/scheduler_state.json
ADDED
|
@@ -0,0 +1,15 @@
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|
| 1 |
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{
|
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"base_lrs": [
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|
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|
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|
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"_step_count": 30001,
|
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"_is_initial": false,
|
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"_get_lr_called_within_step": false,
|
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"_last_lr": [
|
| 10 |
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|
| 11 |
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|
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"lr_lambdas": [
|
| 13 |
+
null
|
| 14 |
+
]
|
| 15 |
+
}
|
checkpoints/030000/training_state/training_step.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
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|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"step": 30000
|
| 3 |
+
}
|
wandb/debug-internal.log
ADDED
|
@@ -0,0 +1,11 @@
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|
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|
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{"time":"2026-03-02T19:13:57.352705241+05:30","level":"INFO","msg":"stream: starting","core version":"0.24.2"}
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|
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|
| 4 |
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|
| 5 |
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{"time":"2026-03-02T19:13:58.033095249+05:30","level":"INFO","msg":"writer: started","stream_id":"2k5jvkhb"}
|
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|
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|
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|
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|
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|
wandb/debug.log
ADDED
|
@@ -0,0 +1,21 @@
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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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2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_setup.py:_flush():81] Current SDK version is 0.24.2
|
| 2 |
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2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_setup.py:_flush():81] Configure stats pid to 1268415
|
| 3 |
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2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_setup.py:_flush():81] Loading settings from environment variables
|
| 4 |
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2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_init.py:setup_run_log_directory():717] Logging user logs to outputs/train/2026-03-02/19-13-56_smolvla/wandb/run-20260302_191357-2k5jvkhb/logs/debug.log
|
| 5 |
+
2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to outputs/train/2026-03-02/19-13-56_smolvla/wandb/run-20260302_191357-2k5jvkhb/logs/debug-internal.log
|
| 6 |
+
2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_init.py:init():844] calling init triggers
|
| 7 |
+
2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
|
| 8 |
+
config: {'dataset': {'repo_id': 'DRMNmadhan/s100_merged', 'root': None, 'episodes': None, 'image_transforms': {'enable': False, 'max_num_transforms': 3, 'random_order': False, 'tfs': {'brightness': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'brightness': [0.8, 1.2]}}, 'contrast': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'contrast': [0.8, 1.2]}}, 'saturation': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'saturation': [0.5, 1.5]}}, 'hue': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'hue': [-0.05, 0.05]}}, 'sharpness': {'weight': 1.0, 'type': 'SharpnessJitter', 'kwargs': {'sharpness': [0.5, 1.5]}}}}, 'revision': None, 'use_imagenet_stats': True, 'video_backend': 'pyav'}, 'env': None, 'policy': {'type': 'smolvla', 'n_obs_steps': 2, 'normalization_mapping': {'VISUAL': <NormalizationMode.IDENTITY: 'IDENTITY'>, 'STATE': <NormalizationMode.MEAN_STD: 'MEAN_STD'>, 'ACTION': <NormalizationMode.MEAN_STD: 'MEAN_STD'>}, 'input_features': {'observation.state': {'type': <FeatureType.STATE: 'STATE'>, 'shape': [6]}, 'observation.images.camera1': {'type': <FeatureType.VISUAL: 'VISUAL'>, 'shape': [3, 256, 256]}, 'observation.images.camera2': {'type': <FeatureType.VISUAL: 'VISUAL'>, 'shape': [3, 256, 256]}, 'observation.images.camera3': {'type': <FeatureType.VISUAL: 'VISUAL'>, 'shape': [3, 256, 256]}}, 'output_features': {'action': {'type': <FeatureType.ACTION: 'ACTION'>, 'shape': [6]}}, 'device': 'cuda', 'use_amp': False, 'push_to_hub': True, 'repo_id': 'DRMNmadhan/test', 'private': None, 'tags': None, 'license': None, 'chunk_size': 50, 'n_action_steps': 50, 'max_state_dim': 32, 'max_action_dim': 32, 'resize_imgs_with_padding': [512, 512], 'empty_cameras': 0, 'adapt_to_pi_aloha': False, 'use_delta_joint_actions_aloha': False, 'tokenizer_max_length': 48, 'num_steps': 10, 'use_cache': True, 'freeze_vision_encoder': True, 'train_expert_only': False, 'train_state_proj': True, 'optimizer_lr': 0.0001, 'optimizer_betas': [0.9, 0.95], 'optimizer_eps': 1e-08, 'optimizer_weight_decay': 1e-10, 'optimizer_grad_clip_norm': 10.0, 'scheduler_warmup_steps': 1000, 'scheduler_decay_steps': 30000, 'scheduler_decay_lr': 2.5e-06, 'vlm_model_name': 'HuggingFaceTB/SmolVLM2-500M-Video-Instruct', 'load_vlm_weights': True, 'add_image_special_tokens': False, 'attention_mode': 'cross_attn', 'prefix_length': 0, 'pad_language_to': 'max_length', 'num_expert_layers': 0, 'num_vlm_layers': 16, 'self_attn_every_n_layers': 2, 'expert_width_multiplier': 0.75, 'min_period': 0.004, 'max_period': 4.0}, 'output_dir': 'outputs/train/2026-03-02/19-13-56_smolvla', 'job_name': 'smolvla', 'resume': False, 'seed': 1000, 'num_workers': 4, 'batch_size': 9, 'steps': 30000, 'eval_freq': 500, 'log_freq': 200, 'save_checkpoint': True, 'save_freq': 10000, 'use_policy_training_preset': True, 'optimizer': {'type': 'adamw', 'lr': 0.0001, 'weight_decay': 1e-10, 'grad_clip_norm': 10.0, 'betas': [0.9, 0.95], 'eps': 1e-08}, 'scheduler': {'type': 'cosine_decay_with_warmup', 'num_warmup_steps': 1000, 'num_decay_steps': 30000, 'peak_lr': 0.0001, 'decay_lr': 2.5e-06}, 'eval': {'n_episodes': 50, 'batch_size': 50, 'use_async_envs': False, 'instruction': None}, 'wandb': {'enable': True, 'disable_artifact': False, 'project': 'lerobot', 'entity': None, 'notes': None, 'run_id': None, 'mode': None}, '_wandb': {}}
|
| 9 |
+
2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_init.py:init():892] starting backend
|
| 10 |
+
2026-03-02 19:13:57,350 INFO MainThread:1268415 [wandb_init.py:init():895] sending inform_init request
|
| 11 |
+
2026-03-02 19:13:57,352 INFO MainThread:1268415 [wandb_init.py:init():903] backend started and connected
|
| 12 |
+
2026-03-02 19:13:57,352 INFO MainThread:1268415 [wandb_init.py:init():973] updated telemetry
|
| 13 |
+
2026-03-02 19:13:57,355 INFO MainThread:1268415 [wandb_init.py:init():997] communicating run to backend with 90.0 second timeout
|
| 14 |
+
2026-03-02 19:13:58,579 INFO MainThread:1268415 [wandb_init.py:init():1042] starting run threads in backend
|
| 15 |
+
2026-03-02 19:13:58,706 INFO MainThread:1268415 [wandb_run.py:_console_start():2529] atexit reg
|
| 16 |
+
2026-03-02 19:13:58,706 INFO MainThread:1268415 [wandb_run.py:_redirect():2377] redirect: wrap_raw
|
| 17 |
+
2026-03-02 19:13:58,706 INFO MainThread:1268415 [wandb_run.py:_redirect():2446] Wrapping output streams.
|
| 18 |
+
2026-03-02 19:13:58,706 INFO MainThread:1268415 [wandb_run.py:_redirect():2469] Redirects installed.
|
| 19 |
+
2026-03-02 19:13:58,707 INFO MainThread:1268415 [wandb_init.py:init():1082] run started, returning control to user process
|
| 20 |
+
2026-03-02 20:35:29,196 INFO wandb-AsyncioManager-main:1268415 [service_client.py:_forward_responses():94] Reached EOF.
|
| 21 |
+
2026-03-02 20:35:29,196 INFO wandb-AsyncioManager-main:1268415 [mailbox.py:close():154] Closing mailbox, abandoning 2 handles.
|
wandb/run-20260302_191357-2k5jvkhb/files/config.yaml
ADDED
|
@@ -0,0 +1,268 @@
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|
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
_wandb:
|
| 2 |
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value:
|
| 3 |
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cli_version: 0.24.2
|
| 4 |
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e:
|
| 5 |
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6ka8jv16nf12cmb1kemf1a5de3568s4n:
|
| 6 |
+
args:
|
| 7 |
+
- --dataset.repo_id=DRMNmadhan/s100_merged
|
| 8 |
+
- --policy.path=lerobot/smolvla_base
|
| 9 |
+
- --batch_size=9
|
| 10 |
+
- --steps=30000
|
| 11 |
+
- --eval_freq=500
|
| 12 |
+
- --save_freq=10000
|
| 13 |
+
- --policy.device=cuda
|
| 14 |
+
- --policy.push_to_hub=true
|
| 15 |
+
- --policy.repo_id=DRMNmadhan/test
|
| 16 |
+
- --wandb.enable=true
|
| 17 |
+
- --dataset.video_backend=pyav
|
| 18 |
+
- --policy.n_obs_steps=2
|
| 19 |
+
- --policy.optimizer_lr=1e-4
|
| 20 |
+
- --policy.freeze_vision_encoder=true
|
| 21 |
+
- --policy.train_expert_only=false
|
| 22 |
+
- --policy.scheduler_decay_steps=30000
|
| 23 |
+
- --policy.load_vlm_weights=true
|
| 24 |
+
cpu_count: 24
|
| 25 |
+
cpu_count_logical: 32
|
| 26 |
+
cudaVersion: "12.8"
|
| 27 |
+
disk:
|
| 28 |
+
/:
|
| 29 |
+
total: "730104135680"
|
| 30 |
+
used: "681572720640"
|
| 31 |
+
executable: /home/ros/miniconda3/envs/phy/bin/python3
|
| 32 |
+
git:
|
| 33 |
+
commit: 3c84d271d53c9ca972cda8fce3b3f715ec813817
|
| 34 |
+
remote: https://github.com/huggingface/lerobot.git
|
| 35 |
+
gpu: NVIDIA GeForce RTX 5080
|
| 36 |
+
gpu_count: 1
|
| 37 |
+
gpu_nvidia:
|
| 38 |
+
- architecture: Blackwell
|
| 39 |
+
cudaCores: 10752
|
| 40 |
+
memoryTotal: "17094934528"
|
| 41 |
+
name: NVIDIA GeForce RTX 5080
|
| 42 |
+
uuid: GPU-d5d20cc4-35cf-bc8e-876b-8f2bab6b7336
|
| 43 |
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host: ros-ai-pc
|
| 44 |
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memory:
|
| 45 |
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total: "67172327424"
|
| 46 |
+
os: Linux-6.8.0-101-generic-x86_64-with-glibc2.35
|
| 47 |
+
program: -m lerobot.scripts.train
|
| 48 |
+
python: CPython 3.10.19
|
| 49 |
+
root: outputs/train/2026-03-02/19-13-56_smolvla
|
| 50 |
+
startedAt: "2026-03-02T13:43:57.126371Z"
|
| 51 |
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writerId: 6ka8jv16nf12cmb1kemf1a5de3568s4n
|
| 52 |
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m: []
|
| 53 |
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python_version: 3.10.19
|
| 54 |
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t:
|
| 55 |
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"1":
|
| 56 |
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- 1
|
| 57 |
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- 41
|
| 58 |
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|
| 59 |
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- 51
|
| 60 |
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- 105
|
| 61 |
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"2":
|
| 62 |
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- 1
|
| 63 |
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|
| 64 |
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- 11
|
| 65 |
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- 41
|
| 66 |
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- 49
|
| 67 |
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- 51
|
| 68 |
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- 53
|
| 69 |
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- 71
|
| 70 |
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- 105
|
| 71 |
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"3":
|
| 72 |
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- 13
|
| 73 |
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- 15
|
| 74 |
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- 16
|
| 75 |
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- 61
|
| 76 |
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"4": 3.10.19
|
| 77 |
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"5": 0.24.2
|
| 78 |
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"10":
|
| 79 |
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- 21
|
| 80 |
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"12": 0.24.2
|
| 81 |
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"13": linux-x86_64
|
| 82 |
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batch_size:
|
| 83 |
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value: 9
|
| 84 |
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dataset:
|
| 85 |
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value:
|
| 86 |
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episodes: null
|
| 87 |
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image_transforms:
|
| 88 |
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enable: false
|
| 89 |
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max_num_transforms: 3
|
| 90 |
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random_order: false
|
| 91 |
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tfs:
|
| 92 |
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brightness:
|
| 93 |
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kwargs:
|
| 94 |
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brightness:
|
| 95 |
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- 0.8
|
| 96 |
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- 1.2
|
| 97 |
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type: ColorJitter
|
| 98 |
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weight: 1
|
| 99 |
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contrast:
|
| 100 |
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kwargs:
|
| 101 |
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contrast:
|
| 102 |
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- 0.8
|
| 103 |
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- 1.2
|
| 104 |
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type: ColorJitter
|
| 105 |
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weight: 1
|
| 106 |
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hue:
|
| 107 |
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kwargs:
|
| 108 |
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hue:
|
| 109 |
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- -0.05
|
| 110 |
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- 0.05
|
| 111 |
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type: ColorJitter
|
| 112 |
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weight: 1
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| 113 |
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saturation:
|
| 114 |
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kwargs:
|
| 115 |
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saturation:
|
| 116 |
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- 0.5
|
| 117 |
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- 1.5
|
| 118 |
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type: ColorJitter
|
| 119 |
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weight: 1
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| 120 |
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sharpness:
|
| 121 |
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kwargs:
|
| 122 |
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sharpness:
|
| 123 |
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- 0.5
|
| 124 |
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- 1.5
|
| 125 |
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type: SharpnessJitter
|
| 126 |
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weight: 1
|
| 127 |
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repo_id: DRMNmadhan/s100_merged
|
| 128 |
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revision: null
|
| 129 |
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root: null
|
| 130 |
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use_imagenet_stats: true
|
| 131 |
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video_backend: pyav
|
| 132 |
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env:
|
| 133 |
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value: null
|
| 134 |
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eval:
|
| 135 |
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value:
|
| 136 |
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batch_size: 50
|
| 137 |
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instruction: null
|
| 138 |
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n_episodes: 50
|
| 139 |
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use_async_envs: false
|
| 140 |
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eval_freq:
|
| 141 |
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value: 500
|
| 142 |
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job_name:
|
| 143 |
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value: smolvla
|
| 144 |
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log_freq:
|
| 145 |
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value: 200
|
| 146 |
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num_workers:
|
| 147 |
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value: 4
|
| 148 |
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optimizer:
|
| 149 |
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value:
|
| 150 |
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betas:
|
| 151 |
+
- 0.9
|
| 152 |
+
- 0.95
|
| 153 |
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eps: 1e-08
|
| 154 |
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grad_clip_norm: 10
|
| 155 |
+
lr: 0.0001
|
| 156 |
+
type: adamw
|
| 157 |
+
weight_decay: 1e-10
|
| 158 |
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output_dir:
|
| 159 |
+
value: outputs/train/2026-03-02/19-13-56_smolvla
|
| 160 |
+
policy:
|
| 161 |
+
value:
|
| 162 |
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adapt_to_pi_aloha: false
|
| 163 |
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add_image_special_tokens: false
|
| 164 |
+
attention_mode: cross_attn
|
| 165 |
+
chunk_size: 50
|
| 166 |
+
device: cuda
|
| 167 |
+
empty_cameras: 0
|
| 168 |
+
expert_width_multiplier: 0.75
|
| 169 |
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freeze_vision_encoder: true
|
| 170 |
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input_features:
|
| 171 |
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observation.images.camera1:
|
| 172 |
+
shape:
|
| 173 |
+
- 3
|
| 174 |
+
- 256
|
| 175 |
+
- 256
|
| 176 |
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type: VISUAL
|
| 177 |
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observation.images.camera2:
|
| 178 |
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shape:
|
| 179 |
+
- 3
|
| 180 |
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- 256
|
| 181 |
+
- 256
|
| 182 |
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type: VISUAL
|
| 183 |
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observation.images.camera3:
|
| 184 |
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shape:
|
| 185 |
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- 3
|
| 186 |
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- 256
|
| 187 |
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- 256
|
| 188 |
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type: VISUAL
|
| 189 |
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observation.state:
|
| 190 |
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shape:
|
| 191 |
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- 6
|
| 192 |
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type: STATE
|
| 193 |
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license: null
|
| 194 |
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load_vlm_weights: true
|
| 195 |
+
max_action_dim: 32
|
| 196 |
+
max_period: 4
|
| 197 |
+
max_state_dim: 32
|
| 198 |
+
min_period: 0.004
|
| 199 |
+
n_action_steps: 50
|
| 200 |
+
n_obs_steps: 2
|
| 201 |
+
normalization_mapping:
|
| 202 |
+
ACTION: MEAN_STD
|
| 203 |
+
STATE: MEAN_STD
|
| 204 |
+
VISUAL: IDENTITY
|
| 205 |
+
num_expert_layers: 0
|
| 206 |
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num_steps: 10
|
| 207 |
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num_vlm_layers: 16
|
| 208 |
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optimizer_betas:
|
| 209 |
+
- 0.9
|
| 210 |
+
- 0.95
|
| 211 |
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optimizer_eps: 1e-08
|
| 212 |
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optimizer_grad_clip_norm: 10
|
| 213 |
+
optimizer_lr: 0.0001
|
| 214 |
+
optimizer_weight_decay: 1e-10
|
| 215 |
+
output_features:
|
| 216 |
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action:
|
| 217 |
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shape:
|
| 218 |
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- 6
|
| 219 |
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type: ACTION
|
| 220 |
+
pad_language_to: max_length
|
| 221 |
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prefix_length: 0
|
| 222 |
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private: null
|
| 223 |
+
push_to_hub: true
|
| 224 |
+
repo_id: DRMNmadhan/test
|
| 225 |
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resize_imgs_with_padding:
|
| 226 |
+
- 512
|
| 227 |
+
- 512
|
| 228 |
+
scheduler_decay_lr: 2.5e-06
|
| 229 |
+
scheduler_decay_steps: 30000
|
| 230 |
+
scheduler_warmup_steps: 1000
|
| 231 |
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self_attn_every_n_layers: 2
|
| 232 |
+
tags: null
|
| 233 |
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tokenizer_max_length: 48
|
| 234 |
+
train_expert_only: false
|
| 235 |
+
train_state_proj: true
|
| 236 |
+
type: smolvla
|
| 237 |
+
use_amp: false
|
| 238 |
+
use_cache: true
|
| 239 |
+
use_delta_joint_actions_aloha: false
|
| 240 |
+
vlm_model_name: HuggingFaceTB/SmolVLM2-500M-Video-Instruct
|
| 241 |
+
resume:
|
| 242 |
+
value: false
|
| 243 |
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save_checkpoint:
|
| 244 |
+
value: true
|
| 245 |
+
save_freq:
|
| 246 |
+
value: 10000
|
| 247 |
+
scheduler:
|
| 248 |
+
value:
|
| 249 |
+
decay_lr: 2.5e-06
|
| 250 |
+
num_decay_steps: 30000
|
| 251 |
+
num_warmup_steps: 1000
|
| 252 |
+
peak_lr: 0.0001
|
| 253 |
+
type: cosine_decay_with_warmup
|
| 254 |
+
seed:
|
| 255 |
+
value: 1000
|
| 256 |
+
steps:
|
| 257 |
+
value: 30000
|
| 258 |
+
use_policy_training_preset:
|
| 259 |
+
value: true
|
| 260 |
+
wandb:
|
| 261 |
+
value:
|
| 262 |
+
disable_artifact: false
|
| 263 |
+
enable: true
|
| 264 |
+
entity: null
|
| 265 |
+
mode: null
|
| 266 |
+
notes: null
|
| 267 |
+
project: lerobot
|
| 268 |
+
run_id: null
|
wandb/run-20260302_191357-2k5jvkhb/files/output.log
ADDED
|
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|
|
|
wandb/run-20260302_191357-2k5jvkhb/files/requirements.txt
ADDED
|
@@ -0,0 +1,617 @@
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|
|
| 1 |
+
h5py==3.15.1
|
| 2 |
+
idna==3.11
|
| 3 |
+
six==1.17.0
|
| 4 |
+
zarr==2.18.3
|
| 5 |
+
nvidia-cufft-cu12==11.3.3.83
|
| 6 |
+
triton==3.6.0+git9844da95
|
| 7 |
+
torchaudio==2.10.0
|
| 8 |
+
nvidia-cufile-cu12==1.13.1.3
|
| 9 |
+
wheel==0.45.1
|
| 10 |
+
protobuf==6.33.5
|
| 11 |
+
fasteners==0.20
|
| 12 |
+
accelerate==1.12.0
|
| 13 |
+
setuptools==82.0.0
|
| 14 |
+
setuptools==80.10.2
|
| 15 |
+
pydantic==2.12.5
|
| 16 |
+
gdown==5.2.1
|
| 17 |
+
datasets==3.6.0
|
| 18 |
+
PySocks==1.7.1
|
| 19 |
+
cbor2==5.8.0
|
| 20 |
+
rerun-sdk==0.26.2
|
| 21 |
+
nvidia-curand-cu12==10.3.9.90
|
| 22 |
+
pydantic_core==2.41.5
|
| 23 |
+
wandb==0.24.2
|
| 24 |
+
cffi==2.0.0
|
| 25 |
+
pillow==12.1.0
|
| 26 |
+
numcodecs==0.13.1
|
| 27 |
+
nvidia-cusparselt-cu12==0.7.1
|
| 28 |
+
nvidia-cublas-cu12==12.8.4.1
|
| 29 |
+
nvidia-nvtx-cu12==12.8.90
|
| 30 |
+
pymongo==4.16.0
|
| 31 |
+
tokenizers==0.22.2
|
| 32 |
+
torchvision==0.25.0
|
| 33 |
+
toml==0.10.2
|
| 34 |
+
certifi==2026.1.4
|
| 35 |
+
diffusers==0.35.2
|
| 36 |
+
pluggy==1.6.0
|
| 37 |
+
psutil==7.2.1
|
| 38 |
+
nvidia-cusparse-cu12==12.5.8.93
|
| 39 |
+
iniconfig==2.3.0
|
| 40 |
+
transformers==4.56.1
|
| 41 |
+
nvidia-cuda-runtime-cu12==12.8.90
|
| 42 |
+
asciitree==0.3.3
|
| 43 |
+
dnspython==2.8.0
|
| 44 |
+
nvidia-cudnn-cu12==9.10.2.21
|
| 45 |
+
nvidia-cuda-cupti-cu12==12.8.90
|
| 46 |
+
nvidia-nvshmem-cu12==3.4.5
|
| 47 |
+
pytz==2025.2
|
| 48 |
+
gymnasium==1.2.3
|
| 49 |
+
empy==3.3.4
|
| 50 |
+
typer-slim==0.21.1
|
| 51 |
+
cuda-toolkit==12.6.3
|
| 52 |
+
netifaces==0.11.0
|
| 53 |
+
numpy==1.26.4
|
| 54 |
+
nvidia-nvjitlink-cu12==12.8.93
|
| 55 |
+
hf-xet==1.2.0
|
| 56 |
+
torchcodec==0.5
|
| 57 |
+
pandas==2.3.3
|
| 58 |
+
pip==26.0.1
|
| 59 |
+
nvidia-nccl-cu12==2.27.5
|
| 60 |
+
nvidia-cuda-nvrtc-cu12==12.8.93
|
| 61 |
+
torch==2.10.0
|
| 62 |
+
nvidia-cusolver-cu12==11.7.3.90
|
| 63 |
+
lerobot==0.4.4
|
| 64 |
+
huggingface_hub==0.36.2
|
| 65 |
+
typing-inspection==0.4.2
|
| 66 |
+
beautifulsoup4==4.14.3
|
| 67 |
+
pytest==9.0.2
|
| 68 |
+
soupsieve==2.8.1
|
| 69 |
+
physical_ai_server==0.7.2
|
| 70 |
+
rosbag_recorder==0.7.2
|
| 71 |
+
physical_ai_interfaces==0.7.2
|
| 72 |
+
physical-ai-server==0.6.8
|
| 73 |
+
physical_ai_interfaces==0.6.8
|
| 74 |
+
generate-parameter-library-py==0.5.0
|
| 75 |
+
rqt-joint-trajectory-controller==2.50.2
|
| 76 |
+
sensor-msgs-py==4.9.0
|
| 77 |
+
examples-rclpy-minimal-client==0.15.5
|
| 78 |
+
ros2bag==0.15.15
|
| 79 |
+
topic-monitor==0.20.7
|
| 80 |
+
ros2component==0.18.15
|
| 81 |
+
rqt-reconfigure==1.1.2
|
| 82 |
+
rqt-console==2.0.3
|
| 83 |
+
joint-state-publisher==2.4.0
|
| 84 |
+
urdfdom-py==1.2.1
|
| 85 |
+
rqt-topic==1.5.0
|
| 86 |
+
ament-pep257==0.12.14
|
| 87 |
+
launch-pytest==1.0.13
|
| 88 |
+
rosbag2-to-video==1.0.1
|
| 89 |
+
ros2topic==0.18.15
|
| 90 |
+
rqt-gui-py==1.1.9
|
| 91 |
+
launch-testing==1.0.13
|
| 92 |
+
rqt-robot-monitor==1.0.6
|
| 93 |
+
rqt-graph==1.3.1
|
| 94 |
+
action-tutorials-py==0.20.7
|
| 95 |
+
ros2test==0.4.0
|
| 96 |
+
rqt-gui==1.1.9
|
| 97 |
+
launch-yaml==1.0.13
|
| 98 |
+
ament-cpplint==0.12.14
|
| 99 |
+
ros2multicast==0.18.15
|
| 100 |
+
rqt-py-console==1.0.2
|
| 101 |
+
rqt-moveit==1.0.1
|
| 102 |
+
launch-testing-ros==0.19.13
|
| 103 |
+
rqt-tf-tree==1.0.5
|
| 104 |
+
ros2lifecycle==0.18.15
|
| 105 |
+
ros2run==0.18.15
|
| 106 |
+
ros2launch==0.19.13
|
| 107 |
+
ament-xmllint==0.12.14
|
| 108 |
+
examples-rclpy-minimal-service==0.15.5
|
| 109 |
+
sros2==0.10.7
|
| 110 |
+
launch==1.0.13
|
| 111 |
+
nav2-simple-commander==1.0.0
|
| 112 |
+
examples-rclpy-executors==0.15.5
|
| 113 |
+
rqt-runtime-monitor==1.0.0
|
| 114 |
+
ament-copyright==0.12.14
|
| 115 |
+
ament-flake8==0.12.14
|
| 116 |
+
joint-state-publisher-gui==2.4.0
|
| 117 |
+
examples-rclpy-minimal-action-server==0.15.5
|
| 118 |
+
ros2controlcli==2.52.2
|
| 119 |
+
rpyutils==0.2.2
|
| 120 |
+
rosidl-runtime-py==0.9.3
|
| 121 |
+
rqt-plot==1.1.5
|
| 122 |
+
rqt-bag-plugins==1.1.5
|
| 123 |
+
ament-index-python==1.4.0
|
| 124 |
+
rqt-bag==1.1.5
|
| 125 |
+
ament-lint==0.12.14
|
| 126 |
+
rqt-gauges==0.0.3
|
| 127 |
+
quality-of-service-demo-py==0.20.7
|
| 128 |
+
ros2doctor==0.18.15
|
| 129 |
+
rqt-service-caller==1.0.5
|
| 130 |
+
ros2node==0.18.15
|
| 131 |
+
ros2action==0.18.15
|
| 132 |
+
launch-xml==1.0.13
|
| 133 |
+
rqt-dotgraph==0.0.5
|
| 134 |
+
ros2pkg==0.18.15
|
| 135 |
+
ament-uncrustify==0.12.14
|
| 136 |
+
rqt-publisher==1.5.0
|
| 137 |
+
examples-rclpy-minimal-subscriber==0.15.5
|
| 138 |
+
rqt-srv==1.0.3
|
| 139 |
+
rqt-robot-dashboard==0.5.8
|
| 140 |
+
tf2-tools==0.25.17
|
| 141 |
+
ros2interface==0.18.15
|
| 142 |
+
rosidl-cli==3.1.7
|
| 143 |
+
demo-nodes-py==0.20.7
|
| 144 |
+
osrf-pycommon==2.1.6
|
| 145 |
+
tf2-ros-py==0.25.17
|
| 146 |
+
tf-transformations==1.1.0
|
| 147 |
+
rqt-shell==1.0.2
|
| 148 |
+
domain-coordinator==0.10.0
|
| 149 |
+
ament-lint-cmake==0.12.14
|
| 150 |
+
nmea-navsat-driver==2.0.1
|
| 151 |
+
ament-package==0.14.1
|
| 152 |
+
examples-rclpy-minimal-action-client==0.15.5
|
| 153 |
+
rqt-action==2.0.1
|
| 154 |
+
ros2param==0.18.15
|
| 155 |
+
joy-teleop==1.6.0
|
| 156 |
+
moveit-configs-utils==2.5.9
|
| 157 |
+
ament-cppcheck==0.12.14
|
| 158 |
+
launch-ros==0.19.13
|
| 159 |
+
launch-param-builder==0.1.1
|
| 160 |
+
rqt-robot-steering==1.0.3
|
| 161 |
+
ros2service==0.18.15
|
| 162 |
+
rqt-msg==1.2.0
|
| 163 |
+
examples-rclpy-minimal-publisher==0.15.5
|
| 164 |
+
camera-calibration==3.0.8
|
| 165 |
+
teleop-twist-keyboard==2.4.1
|
| 166 |
+
ros2cli==0.18.15
|
| 167 |
+
rqt-controller-manager==2.52.2
|
| 168 |
+
point-cloud-interfaces==1.0.13
|
| 169 |
+
visualization-msgs==4.9.0
|
| 170 |
+
rosbridge-server==2.0.4
|
| 171 |
+
robot-localization==3.5.4
|
| 172 |
+
srdfdom==2.0.7
|
| 173 |
+
rosidl-generator-c==3.1.7
|
| 174 |
+
dynamixel-sdk==3.8.4
|
| 175 |
+
rosidl-adapter==3.1.7
|
| 176 |
+
vision-msgs==4.1.1
|
| 177 |
+
rosidl-typesupport-c==2.0.2
|
| 178 |
+
rosidl-typesupport-fastrtps-cpp==2.2.3
|
| 179 |
+
actionlib-msgs==4.9.0
|
| 180 |
+
image-geometry==3.2.1
|
| 181 |
+
rosgraph-msgs==1.2.2
|
| 182 |
+
rosidl-cmake==3.1.7
|
| 183 |
+
qt-gui-cpp==2.2.4
|
| 184 |
+
moveit-msgs==2.2.1
|
| 185 |
+
controller-manager==2.52.2
|
| 186 |
+
rosbag2-interfaces==0.15.15
|
| 187 |
+
rosidl-typesupport-fastrtps-c==2.2.3
|
| 188 |
+
stereo-msgs==4.9.0
|
| 189 |
+
nmea-msgs==2.0.0
|
| 190 |
+
pcl-msgs==1.0.0
|
| 191 |
+
rcutils==5.1.7
|
| 192 |
+
trajectory-msgs==4.9.0
|
| 193 |
+
grid-map-msgs==2.0.1
|
| 194 |
+
control-msgs==4.8.0
|
| 195 |
+
rosidl-typesupport-cpp==2.0.2
|
| 196 |
+
dynamixel-interfaces==1.0.1
|
| 197 |
+
ament-cmake-test==1.3.12
|
| 198 |
+
realsense2-camera-msgs==4.56.4
|
| 199 |
+
pendulum-msgs==0.20.7
|
| 200 |
+
map-msgs==2.1.0
|
| 201 |
+
geographic-msgs==1.0.6
|
| 202 |
+
cv-bridge==3.2.1
|
| 203 |
+
topic-tools-interfaces==1.1.1
|
| 204 |
+
geometry-msgs==4.9.0
|
| 205 |
+
rosapi==2.0.4
|
| 206 |
+
nav-2d-msgs==1.1.20
|
| 207 |
+
apriltag-msgs==2.0.1
|
| 208 |
+
rclpy==3.3.19
|
| 209 |
+
diagnostic-updater==4.0.6
|
| 210 |
+
rosidl-generator-cpp==3.1.7
|
| 211 |
+
qt-gui==2.2.4
|
| 212 |
+
rosidl-typesupport-introspection-cpp==3.1.7
|
| 213 |
+
tf2-sensor-msgs==0.25.17
|
| 214 |
+
interactive-markers==2.3.2
|
| 215 |
+
python-qt-binding==1.1.3
|
| 216 |
+
gazebo-msgs==3.9.0
|
| 217 |
+
angles==1.15.0
|
| 218 |
+
nav-msgs==4.9.0
|
| 219 |
+
ackermann-msgs==2.0.2
|
| 220 |
+
gps-msgs==2.1.1
|
| 221 |
+
zed-msgs==5.1.1
|
| 222 |
+
nav2-common==1.1.20
|
| 223 |
+
controller-manager-msgs==2.52.2
|
| 224 |
+
ros-ign-interfaces==0.244.20
|
| 225 |
+
std-srvs==4.9.0
|
| 226 |
+
rosbridge-library==2.0.4
|
| 227 |
+
bond==4.1.2
|
| 228 |
+
nav2-msgs==1.1.20
|
| 229 |
+
laser-geometry==2.4.1
|
| 230 |
+
resource-retriever==3.1.3
|
| 231 |
+
qt-dotgraph==2.2.4
|
| 232 |
+
mocap4r2-control-msgs==0.0.7
|
| 233 |
+
composition-interfaces==1.2.2
|
| 234 |
+
unique-identifier-msgs==2.2.1
|
| 235 |
+
slam-toolbox==2.6.10
|
| 236 |
+
diagnostic-msgs==4.9.0
|
| 237 |
+
rosidl-parser==3.1.7
|
| 238 |
+
rosidl-typesupport-introspection-c==3.1.7
|
| 239 |
+
turtlesim==1.4.3
|
| 240 |
+
topic-tools==1.1.1
|
| 241 |
+
statistics-msgs==1.2.2
|
| 242 |
+
actuator-msgs==0.0.1
|
| 243 |
+
smclib==4.1.2
|
| 244 |
+
rosbag2-storage-mcap-testdata==0.15.15
|
| 245 |
+
action-tutorials-interfaces==0.20.7
|
| 246 |
+
lifecycle-msgs==1.2.2
|
| 247 |
+
rosidl-generator-py==0.14.6
|
| 248 |
+
rosbag2-py==0.15.15
|
| 249 |
+
ros-gz-interfaces==0.244.20
|
| 250 |
+
rmw-dds-common==1.6.0
|
| 251 |
+
builtin-interfaces==1.2.2
|
| 252 |
+
tf2-msgs==0.25.17
|
| 253 |
+
std-msgs==4.9.0
|
| 254 |
+
shape-msgs==4.9.0
|
| 255 |
+
test-msgs==1.2.2
|
| 256 |
+
theora-image-transport==2.5.4
|
| 257 |
+
scripts==3.9.0
|
| 258 |
+
rosbridge-msgs==2.0.4
|
| 259 |
+
tf2-geometry-msgs==0.25.17
|
| 260 |
+
dwb-msgs==1.1.20
|
| 261 |
+
rosapi-msgs==2.0.4
|
| 262 |
+
message-filters==4.3.11
|
| 263 |
+
action-msgs==1.2.2
|
| 264 |
+
example-interfaces==0.9.3
|
| 265 |
+
logging-demo==0.20.7
|
| 266 |
+
teleop-tools-msgs==1.7.0
|
| 267 |
+
qt-gui-py-common==2.2.4
|
| 268 |
+
object-recognition-msgs==2.0.0
|
| 269 |
+
octomap-msgs==2.0.1
|
| 270 |
+
sensor-msgs==4.9.0
|
| 271 |
+
rqt-py-common==1.1.9
|
| 272 |
+
xacro==2.1.1
|
| 273 |
+
tf2-py==0.25.17
|
| 274 |
+
tf2-kdl==0.25.17
|
| 275 |
+
rcl-interfaces==1.2.2
|
| 276 |
+
absl-py==2.3.1
|
| 277 |
+
docarray==0.41.0
|
| 278 |
+
simsimd==6.5.3
|
| 279 |
+
uritemplate==4.2.0
|
| 280 |
+
opentelemetry-proto==1.37.0
|
| 281 |
+
pfzy==0.3.4
|
| 282 |
+
cuda-bindings==12.9.4
|
| 283 |
+
isoduration==20.11.0
|
| 284 |
+
tornado==6.5.2
|
| 285 |
+
nvidia-srl-usd==2.0.0
|
| 286 |
+
sentencepiece==0.2.1
|
| 287 |
+
inquirerpy==0.3.4
|
| 288 |
+
referencing==0.36.2
|
| 289 |
+
multidict==6.6.3
|
| 290 |
+
packaging==24.2
|
| 291 |
+
nbclient==0.10.2
|
| 292 |
+
jupyter_server==2.17.0
|
| 293 |
+
pypdf==6.1.1
|
| 294 |
+
gym-aloha==0.1.1
|
| 295 |
+
itsdangerous==2.2.0
|
| 296 |
+
argon2-cffi-bindings==25.1.0
|
| 297 |
+
etils==1.13.0
|
| 298 |
+
langchain-core==0.3.79
|
| 299 |
+
mypy_extensions==1.1.0
|
| 300 |
+
executing==2.2.1
|
| 301 |
+
grpcio==1.75.0
|
| 302 |
+
params_proto==2.13.2
|
| 303 |
+
resemble-perth==1.0.1
|
| 304 |
+
langchain-text-splitters==0.3.11
|
| 305 |
+
networkx==3.4.2
|
| 306 |
+
parso==0.8.5
|
| 307 |
+
rich-click==1.9.4
|
| 308 |
+
pinecone==7.3.0
|
| 309 |
+
omegaconf==2.3.0
|
| 310 |
+
dlinfo==2.0.0
|
| 311 |
+
wheel==0.45.1
|
| 312 |
+
sounddevice==0.5.2
|
| 313 |
+
rosbags==0.11.0
|
| 314 |
+
torchao==0.14.0
|
| 315 |
+
requests==2.32.5
|
| 316 |
+
rsa==4.9.1
|
| 317 |
+
pydantic-settings==2.10.1
|
| 318 |
+
pinecone-plugin-interface==0.0.7
|
| 319 |
+
json5==0.12.1
|
| 320 |
+
langchain-community==0.3.31
|
| 321 |
+
python-dateutil==2.9.0.post0
|
| 322 |
+
faster==0.1.11
|
| 323 |
+
PyPika==0.48.9
|
| 324 |
+
numba==0.62.1
|
| 325 |
+
langchain-huggingface==0.3.1
|
| 326 |
+
kubernetes==33.1.0
|
| 327 |
+
pyserial==3.5
|
| 328 |
+
h11==0.16.0
|
| 329 |
+
hf_transfer==0.1.9
|
| 330 |
+
einx==0.3.0
|
| 331 |
+
jsonschema==4.25.1
|
| 332 |
+
retrying==1.4.2
|
| 333 |
+
lazy_loader==0.4
|
| 334 |
+
dm-tree==0.1.9
|
| 335 |
+
marshmallow==3.26.1
|
| 336 |
+
gym-pusht==0.1.5
|
| 337 |
+
rfc3987-syntax==1.1.0
|
| 338 |
+
llvmlite==0.45.1
|
| 339 |
+
jsonschema-specifications==2025.9.1
|
| 340 |
+
evdev==1.9.2
|
| 341 |
+
shapely==2.1.1
|
| 342 |
+
msgpack==1.1.2
|
| 343 |
+
Flask==3.1.1
|
| 344 |
+
polars==1.32.3
|
| 345 |
+
scantree==0.0.1
|
| 346 |
+
notebook==7.4.7
|
| 347 |
+
whisper==1.1.10
|
| 348 |
+
google-auth==2.40.3
|
| 349 |
+
ruamel.yaml==0.18.16
|
| 350 |
+
argparse==1.4.0
|
| 351 |
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jupyter_core==5.8.1
|
| 352 |
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nest-asyncio==1.6.0
|
| 353 |
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termcolor==3.1.0
|
| 354 |
+
flatbuffers==25.9.23
|
| 355 |
+
charset-normalizer==3.4.2
|
| 356 |
+
tenacity==9.1.2
|
| 357 |
+
blobfile==3.1.0
|
| 358 |
+
pyproject_hooks==1.2.0
|
| 359 |
+
frozendict==2.4.6
|
| 360 |
+
killport==1.2.0
|
| 361 |
+
gTTS==2.5.4
|
| 362 |
+
nvidia-srl-base==1.6.0
|
| 363 |
+
orjson==3.11.3
|
| 364 |
+
exceptiongroup==1.3.0
|
| 365 |
+
dash==3.2.0
|
| 366 |
+
einops==0.8.1
|
| 367 |
+
uri-template==1.3.0
|
| 368 |
+
dataclasses-json==0.6.7
|
| 369 |
+
humanfriendly==10.0
|
| 370 |
+
langchain-pinecone==0.2.12
|
| 371 |
+
ipython==8.37.0
|
| 372 |
+
requests-toolbelt==1.0.0
|
| 373 |
+
importlib_metadata==8.7.0
|
| 374 |
+
rdflib==7.2.1
|
| 375 |
+
matplotlib-inline==0.1.7
|
| 376 |
+
annotated-types==0.7.0
|
| 377 |
+
pymunk==6.11.1
|
| 378 |
+
websockets==15.0.1
|
| 379 |
+
diskcache==5.6.3
|
| 380 |
+
fsspec==2025.3.0
|
| 381 |
+
uvicorn==0.37.0
|
| 382 |
+
typing_extensions==4.14.1
|
| 383 |
+
soxr==1.0.0
|
| 384 |
+
fqdn==1.5.1
|
| 385 |
+
nltk==3.9.1
|
| 386 |
+
rfc3986-validator==0.1.1
|
| 387 |
+
langchain==0.3.27
|
| 388 |
+
zipp==3.23.0
|
| 389 |
+
frozenlist==1.7.0
|
| 390 |
+
smmap==5.0.2
|
| 391 |
+
scikit-image==0.25.2
|
| 392 |
+
faster-whisper==1.2.0
|
| 393 |
+
ruamel.yaml.clib==0.2.14
|
| 394 |
+
xxhash==3.5.0
|
| 395 |
+
phonemizer==3.3.0
|
| 396 |
+
pybase64==1.4.2
|
| 397 |
+
piper_sdk==0.4.1
|
| 398 |
+
pycryptodomex==3.23.0
|
| 399 |
+
notebook_shim==0.2.4
|
| 400 |
+
ctranslate2==4.4.0
|
| 401 |
+
rfc3986==1.5.0
|
| 402 |
+
python-lzf==0.2.6
|
| 403 |
+
pytorch-triton==3.4.0+gitf7888497
|
| 404 |
+
jupyterlab_widgets==3.0.16
|
| 405 |
+
threadpoolctl==3.6.0
|
| 406 |
+
pycparser==2.22
|
| 407 |
+
asttokens==3.0.0
|
| 408 |
+
safetensors==0.5.3
|
| 409 |
+
setuptools-scm==8.3.1
|
| 410 |
+
platformdirs==4.3.8
|
| 411 |
+
jsonpatch==1.33
|
| 412 |
+
aiohappyeyeballs==2.6.1
|
| 413 |
+
PyYAML==6.0.3
|
| 414 |
+
torchdata==0.11.0
|
| 415 |
+
tinyhtml5==2.0.0
|
| 416 |
+
rpds-py==0.27.1
|
| 417 |
+
evaluate==0.4.6
|
| 418 |
+
jupyterlab_server==2.27.3
|
| 419 |
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tqdm==4.67.1
|
| 420 |
+
aiohttp-cors==0.8.1
|
| 421 |
+
propcache==0.3.2
|
| 422 |
+
opencv-python-headless==4.12.0.88
|
| 423 |
+
aiohttp-retry==2.9.1
|
| 424 |
+
zstandard==0.25.0
|
| 425 |
+
torchtune==0.6.1
|
| 426 |
+
et_xmlfile==2.0.0
|
| 427 |
+
pyttsx3==2.99
|
| 428 |
+
docutils==0.22
|
| 429 |
+
attrs==25.3.0
|
| 430 |
+
urllib3==2.5.0
|
| 431 |
+
httpx==0.28.1
|
| 432 |
+
jupyter_client==8.6.3
|
| 433 |
+
async-timeout==4.0.3
|
| 434 |
+
vuer==0.0.70
|
| 435 |
+
pyrealsense2==2.56.5.9235
|
| 436 |
+
labmaze==1.0.6
|
| 437 |
+
mdurl==0.1.2
|
| 438 |
+
bleach==6.2.0
|
| 439 |
+
hyper-connections==0.2.1
|
| 440 |
+
nvidia-srl-math==1.1.0
|
| 441 |
+
Send2Trash==1.8.3
|
| 442 |
+
build==1.3.0
|
| 443 |
+
blinker==1.9.0
|
| 444 |
+
httptools==0.6.4
|
| 445 |
+
dm-env==1.6
|
| 446 |
+
glfw==2.9.0
|
| 447 |
+
aiohttp==3.13.2
|
| 448 |
+
ollama==0.6.0
|
| 449 |
+
coloredlogs==15.0.1
|
| 450 |
+
gitdb==4.0.12
|
| 451 |
+
tifffile==2025.5.10
|
| 452 |
+
pynput==1.8.1
|
| 453 |
+
aiosignal==1.4.0
|
| 454 |
+
weasyprint==66.0
|
| 455 |
+
greenlet==3.2.4
|
| 456 |
+
terminado==0.18.1
|
| 457 |
+
fastjsonschema==2.21.2
|
| 458 |
+
bcrypt==4.3.0
|
| 459 |
+
SpeechRecognition==3.14.3
|
| 460 |
+
opentelemetry-api==1.37.0
|
| 461 |
+
httpx-sse==0.4.1
|
| 462 |
+
orderly-set==5.5.0
|
| 463 |
+
sentry-sdk==2.48.0
|
| 464 |
+
waterbear==2.6.8
|
| 465 |
+
draccus==0.10.0
|
| 466 |
+
requests-oauthlib==2.0.0
|
| 467 |
+
csvw==3.7.0
|
| 468 |
+
regex==2025.7.34
|
| 469 |
+
librosa==0.11.0
|
| 470 |
+
backoff==2.2.1
|
| 471 |
+
narwhals==2.10.2
|
| 472 |
+
chromadb==1.1.0
|
| 473 |
+
tiktoken==0.12.0
|
| 474 |
+
langsmith==0.4.30
|
| 475 |
+
multiprocess==0.70.16
|
| 476 |
+
pypcd==0.1.3
|
| 477 |
+
pydyf==0.11.0
|
| 478 |
+
pooch==1.8.2
|
| 479 |
+
mpmath==1.3.0
|
| 480 |
+
rouge_score==0.1.2
|
| 481 |
+
Werkzeug==3.1.3
|
| 482 |
+
sentence-transformers==5.1.1
|
| 483 |
+
py-cpuinfo==9.0.0
|
| 484 |
+
vector-quantize-pytorch==1.17.8
|
| 485 |
+
types-python-dateutil==2.9.0.20251008
|
| 486 |
+
openai==2.3.0
|
| 487 |
+
python-json-logger==4.0.0
|
| 488 |
+
imageio-ffmpeg==0.6.0
|
| 489 |
+
typer==0.19.2
|
| 490 |
+
cachetools==5.5.2
|
| 491 |
+
tinycss2==1.4.0
|
| 492 |
+
docstring_parser==0.16
|
| 493 |
+
typing-inspect==0.9.0
|
| 494 |
+
arrow==1.3.0
|
| 495 |
+
traitlets==5.14.3
|
| 496 |
+
oauthlib==3.3.1
|
| 497 |
+
googleapis-common-protos==1.70.0
|
| 498 |
+
scipy==1.15.3
|
| 499 |
+
catkin-pkg==1.0.0
|
| 500 |
+
audioread==3.0.1
|
| 501 |
+
babel==2.17.0
|
| 502 |
+
jupyter-lsp==2.3.0
|
| 503 |
+
plotly==6.4.0
|
| 504 |
+
deepdiff==8.5.0
|
| 505 |
+
expandvars==1.1.2
|
| 506 |
+
sympy==1.13.3
|
| 507 |
+
python-xlib==0.33
|
| 508 |
+
markdown-it-py==4.0.0
|
| 509 |
+
rfc3339-validator==0.1.4
|
| 510 |
+
tzdata==2025.2
|
| 511 |
+
widgetsnbextension==4.0.15
|
| 512 |
+
websocket-client==1.8.0
|
| 513 |
+
warp-lang==1.10.0.dev20251006
|
| 514 |
+
PyOpenGL==3.1.10
|
| 515 |
+
python-can==4.6.1
|
| 516 |
+
pyarrow==21.0.0
|
| 517 |
+
num2words==0.5.14
|
| 518 |
+
types-requests==2.32.4.20250913
|
| 519 |
+
prometheus_client==0.23.1
|
| 520 |
+
cyclonedds==0.11.0
|
| 521 |
+
defusedxml==0.7.1
|
| 522 |
+
pyyaml-include==1.4.1
|
| 523 |
+
kagglehub==0.3.13
|
| 524 |
+
typer-slim==0.21.1
|
| 525 |
+
Pygments==2.19.2
|
| 526 |
+
tomli==2.2.1
|
| 527 |
+
newton==0.1.3
|
| 528 |
+
langchain-chroma==0.2.6
|
| 529 |
+
jupyterlab_pygments==0.3.0
|
| 530 |
+
jsonpointer==3.0.0
|
| 531 |
+
click==8.1.8
|
| 532 |
+
dill==0.3.8
|
| 533 |
+
Farama-Notifications==0.0.4
|
| 534 |
+
av==15.0.0
|
| 535 |
+
language-tags==1.2.0
|
| 536 |
+
pinecone-plugin-assistant==1.8.0
|
| 537 |
+
Jinja2==3.1.6
|
| 538 |
+
shellingham==1.5.4
|
| 539 |
+
jiter==0.11.0
|
| 540 |
+
jupyterlab==4.4.9
|
| 541 |
+
docopt==0.6.2
|
| 542 |
+
addict==2.4.0
|
| 543 |
+
ipykernel==6.30.1
|
| 544 |
+
webcolors==24.11.1
|
| 545 |
+
segments==2.3.0
|
| 546 |
+
ultralytics-thop==2.0.16
|
| 547 |
+
soundfile==0.13.1
|
| 548 |
+
antlr4-python3-runtime==4.9.3
|
| 549 |
+
open3d==0.19.0
|
| 550 |
+
openpyxl==3.1.5
|
| 551 |
+
hf-xet==1.2.0
|
| 552 |
+
wcwidth==0.2.13
|
| 553 |
+
opentelemetry-exporter-otlp-proto-grpc==1.37.0
|
| 554 |
+
pyzmq==27.1.0
|
| 555 |
+
opentelemetry-exporter-otlp-proto-common==1.37.0
|
| 556 |
+
mmh3==5.2.0
|
| 557 |
+
comm==0.2.3
|
| 558 |
+
pathspec==0.12.1
|
| 559 |
+
argon2-cffi==25.1.0
|
| 560 |
+
pip==26.0.1
|
| 561 |
+
python-dotenv==1.1.1
|
| 562 |
+
debugpy==1.8.17
|
| 563 |
+
joblib==1.5.2
|
| 564 |
+
cloudpickle==3.1.1
|
| 565 |
+
prompt_toolkit==3.0.51
|
| 566 |
+
zopfli==0.4.0
|
| 567 |
+
jsonlines==4.0.0
|
| 568 |
+
onnxruntime==1.22.1
|
| 569 |
+
imageio==2.37.0
|
| 570 |
+
paho-mqtt==2.1.0
|
| 571 |
+
ConfigArgParse==1.7.1
|
| 572 |
+
langchain-openai==0.3.35
|
| 573 |
+
colcon-clean==0.2.1
|
| 574 |
+
local-attention==1.11.2
|
| 575 |
+
watchfiles==1.1.0
|
| 576 |
+
llama_cpp_python==0.3.16
|
| 577 |
+
jupyter_server_terminals==0.5.3
|
| 578 |
+
SQLAlchemy==2.0.43
|
| 579 |
+
peft==0.17.1
|
| 580 |
+
sniffio==1.3.1
|
| 581 |
+
anyio==4.11.0
|
| 582 |
+
opentelemetry-sdk==1.37.0
|
| 583 |
+
nbformat==5.10.4
|
| 584 |
+
nbconvert==7.16.6
|
| 585 |
+
PyAudio==0.2.14
|
| 586 |
+
async-lru==2.0.5
|
| 587 |
+
mistune==3.1.4
|
| 588 |
+
durationpy==0.10
|
| 589 |
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jupyter-events==0.12.0
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| 590 |
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importlib_resources==6.5.2
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| 591 |
+
stack-data==0.6.3
|
| 592 |
+
uvloop==0.21.0
|
| 593 |
+
rich==14.1.0
|
| 594 |
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yarl==1.20.1
|
| 595 |
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opentelemetry-semantic-conventions==0.58b0
|
| 596 |
+
cssselect2==0.8.0
|
| 597 |
+
pyquaternion==0.9.9
|
| 598 |
+
GitPython==3.1.45
|
| 599 |
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isodate==0.7.2
|
| 600 |
+
jedi==0.19.2
|
| 601 |
+
cmake==4.0.3
|
| 602 |
+
pyphen==0.17.2
|
| 603 |
+
lark-parser==0.12.0
|
| 604 |
+
posthog==5.4.0
|
| 605 |
+
lark==1.3.0
|
| 606 |
+
pandocfilters==1.5.1
|
| 607 |
+
cuda-pathfinder==1.2.2
|
| 608 |
+
pure_eval==0.2.3
|
| 609 |
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httpcore==1.0.9
|
| 610 |
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mergedeep==1.3.4
|
| 611 |
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scikit-learn==1.7.2
|
| 612 |
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MarkupSafe==3.0.2
|
| 613 |
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overrides==7.7.0
|
| 614 |
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webrtcvad==2.0.10
|
| 615 |
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pyparsing==3.2.3
|
| 616 |
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filelock==3.18.0
|
| 617 |
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lerobot==0.4.4
|
wandb/run-20260302_191357-2k5jvkhb/files/wandb-metadata.json
ADDED
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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 |
+
{
|
| 2 |
+
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|
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|
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|
| 8 |
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|
| 9 |
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|
| 11 |
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|
| 12 |
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|
| 13 |
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| 14 |
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| 15 |
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| 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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| 22 |
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| 23 |
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| 24 |
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| 30 |
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wandb/run-20260302_191357-2k5jvkhb/files/wandb-summary.json
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wandb/run-20260302_191357-2k5jvkhb/logs/debug-internal.log
ADDED
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wandb/run-20260302_191357-2k5jvkhb/logs/debug.log
ADDED
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2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_setup.py:_flush():81] Current SDK version is 0.24.2
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2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_setup.py:_flush():81] Configure stats pid to 1268415
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2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_setup.py:_flush():81] Loading settings from environment variables
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2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_init.py:setup_run_log_directory():717] Logging user logs to outputs/train/2026-03-02/19-13-56_smolvla/wandb/run-20260302_191357-2k5jvkhb/logs/debug.log
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| 5 |
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2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_init.py:setup_run_log_directory():718] Logging internal logs to outputs/train/2026-03-02/19-13-56_smolvla/wandb/run-20260302_191357-2k5jvkhb/logs/debug-internal.log
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| 6 |
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2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_init.py:init():844] calling init triggers
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| 7 |
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2026-03-02 19:13:57,127 INFO MainThread:1268415 [wandb_init.py:init():849] wandb.init called with sweep_config: {}
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| 8 |
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config: {'dataset': {'repo_id': 'DRMNmadhan/s100_merged', 'root': None, 'episodes': None, 'image_transforms': {'enable': False, 'max_num_transforms': 3, 'random_order': False, 'tfs': {'brightness': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'brightness': [0.8, 1.2]}}, 'contrast': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'contrast': [0.8, 1.2]}}, 'saturation': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'saturation': [0.5, 1.5]}}, 'hue': {'weight': 1.0, 'type': 'ColorJitter', 'kwargs': {'hue': [-0.05, 0.05]}}, 'sharpness': {'weight': 1.0, 'type': 'SharpnessJitter', 'kwargs': {'sharpness': [0.5, 1.5]}}}}, 'revision': None, 'use_imagenet_stats': True, 'video_backend': 'pyav'}, 'env': None, 'policy': {'type': 'smolvla', 'n_obs_steps': 2, 'normalization_mapping': {'VISUAL': <NormalizationMode.IDENTITY: 'IDENTITY'>, 'STATE': <NormalizationMode.MEAN_STD: 'MEAN_STD'>, 'ACTION': <NormalizationMode.MEAN_STD: 'MEAN_STD'>}, 'input_features': {'observation.state': {'type': <FeatureType.STATE: 'STATE'>, 'shape': [6]}, 'observation.images.camera1': {'type': <FeatureType.VISUAL: 'VISUAL'>, 'shape': [3, 256, 256]}, 'observation.images.camera2': {'type': <FeatureType.VISUAL: 'VISUAL'>, 'shape': [3, 256, 256]}, 'observation.images.camera3': {'type': <FeatureType.VISUAL: 'VISUAL'>, 'shape': [3, 256, 256]}}, 'output_features': {'action': {'type': <FeatureType.ACTION: 'ACTION'>, 'shape': [6]}}, 'device': 'cuda', 'use_amp': False, 'push_to_hub': True, 'repo_id': 'DRMNmadhan/test', 'private': None, 'tags': None, 'license': None, 'chunk_size': 50, 'n_action_steps': 50, 'max_state_dim': 32, 'max_action_dim': 32, 'resize_imgs_with_padding': [512, 512], 'empty_cameras': 0, 'adapt_to_pi_aloha': False, 'use_delta_joint_actions_aloha': False, 'tokenizer_max_length': 48, 'num_steps': 10, 'use_cache': True, 'freeze_vision_encoder': True, 'train_expert_only': False, 'train_state_proj': True, 'optimizer_lr': 0.0001, 'optimizer_betas': [0.9, 0.95], 'optimizer_eps': 1e-08, 'optimizer_weight_decay': 1e-10, 'optimizer_grad_clip_norm': 10.0, 'scheduler_warmup_steps': 1000, 'scheduler_decay_steps': 30000, 'scheduler_decay_lr': 2.5e-06, 'vlm_model_name': 'HuggingFaceTB/SmolVLM2-500M-Video-Instruct', 'load_vlm_weights': True, 'add_image_special_tokens': False, 'attention_mode': 'cross_attn', 'prefix_length': 0, 'pad_language_to': 'max_length', 'num_expert_layers': 0, 'num_vlm_layers': 16, 'self_attn_every_n_layers': 2, 'expert_width_multiplier': 0.75, 'min_period': 0.004, 'max_period': 4.0}, 'output_dir': 'outputs/train/2026-03-02/19-13-56_smolvla', 'job_name': 'smolvla', 'resume': False, 'seed': 1000, 'num_workers': 4, 'batch_size': 9, 'steps': 30000, 'eval_freq': 500, 'log_freq': 200, 'save_checkpoint': True, 'save_freq': 10000, 'use_policy_training_preset': True, 'optimizer': {'type': 'adamw', 'lr': 0.0001, 'weight_decay': 1e-10, 'grad_clip_norm': 10.0, 'betas': [0.9, 0.95], 'eps': 1e-08}, 'scheduler': {'type': 'cosine_decay_with_warmup', 'num_warmup_steps': 1000, 'num_decay_steps': 30000, 'peak_lr': 0.0001, 'decay_lr': 2.5e-06}, 'eval': {'n_episodes': 50, 'batch_size': 50, 'use_async_envs': False, 'instruction': None}, 'wandb': {'enable': True, 'disable_artifact': False, 'project': 'lerobot', 'entity': None, 'notes': None, 'run_id': None, 'mode': None}, '_wandb': {}}
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wandb/run-20260302_191357-2k5jvkhb/run-2k5jvkhb.wandb
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|
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