AmanC007 commited on
Commit
6d9c921
·
verified ·
1 Parent(s): 93fa014

Upload folder using huggingface_hub

Browse files
.gitattributes CHANGED
@@ -770,3 +770,6 @@ abl-ablation-s2/000040304640/ocdbt.process_0/d/dbe96d2152b6048c94d4599c44dd5696
770
  abl-no_support-s2/000040304640/ocdbt.process_0/d/23a9d035d6034041e2ee534f38014f65 filter=lfs diff=lfs merge=lfs -text
771
  abl-no_support-s2/000040304640/ocdbt.process_0/d/6bb5eae14eca1eec1f90a088c77a5508 filter=lfs diff=lfs merge=lfs -text
772
  abl-no_support-s2/000040304640/ocdbt.process_0/d/c4395e2bb4aeb5b59b1a0cb763c8e6b5 filter=lfs diff=lfs merge=lfs -text
 
 
 
 
770
  abl-no_support-s2/000040304640/ocdbt.process_0/d/23a9d035d6034041e2ee534f38014f65 filter=lfs diff=lfs merge=lfs -text
771
  abl-no_support-s2/000040304640/ocdbt.process_0/d/6bb5eae14eca1eec1f90a088c77a5508 filter=lfs diff=lfs merge=lfs -text
772
  abl-no_support-s2/000040304640/ocdbt.process_0/d/c4395e2bb4aeb5b59b1a0cb763c8e6b5 filter=lfs diff=lfs merge=lfs -text
773
+ abl-no_map-s2/000047022080/ocdbt.process_0/d/3efb0ce6acb5185ba0b39f89ba52fd00 filter=lfs diff=lfs merge=lfs -text
774
+ abl-no_map-s2/000047022080/ocdbt.process_0/d/e5e1ac9eb4b95a500f2a9c0a41397dd2 filter=lfs diff=lfs merge=lfs -text
775
+ abl-no_map-s2/000047022080/ocdbt.process_0/d/ea489083ef210f53ba41c1db101c8730 filter=lfs diff=lfs merge=lfs -text
abl-no_map-s2/000047022080/_CHECKPOINT_METADATA ADDED
@@ -0,0 +1 @@
 
 
1
+ {"item_handlers": "orbax.checkpoint._src.handlers.pytree_checkpoint_handler.PyTreeCheckpointHandler", "metrics": {}, "performance_metrics": {}, "init_timestamp_nsecs": 1788119891892692836, "commit_timestamp_nsecs": 1788119891936176029, "custom_metadata": {}}
abl-no_map-s2/000047022080/_METADATA ADDED
@@ -0,0 +1 @@
 
 
1
+ {"tree_metadata": {"('0', 'mean', 'privileged_state')": {"key_metadata": [{"key": "0", "key_type": 1}, {"key": "mean", "key_type": 2}, {"key": "privileged_state", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [273]}}, "('0', 'mean', 'state')": {"key_metadata": [{"key": "0", "key_type": 1}, {"key": "mean", "key_type": 2}, {"key": "state", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [156]}}, "('0', 'std', 'privileged_state')": {"key_metadata": [{"key": "0", "key_type": 1}, {"key": "std", "key_type": 2}, {"key": "privileged_state", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [273]}}, "('0', 'std', 'state')": {"key_metadata": [{"key": "0", "key_type": 1}, {"key": "std", "key_type": 2}, {"key": "state", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [156]}}, "('0', 'count', 'hi')": {"key_metadata": [{"key": "0", "key_type": 1}, {"key": "count", "key_type": 2}, {"key": "hi", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": []}}, "('0', 'count', 'lo')": {"key_metadata": [{"key": "0", "key_type": 1}, {"key": "count", "key_type": 2}, {"key": "lo", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": []}}, "('0', 'summed_variance', 'privileged_state')": {"key_metadata": [{"key": "0", "key_type": 1}, {"key": "summed_variance", "key_type": 2}, {"key": "privileged_state", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [273]}}, "('0', 'summed_variance', 'state')": {"key_metadata": [{"key": "0", "key_type": 1}, {"key": "summed_variance", "key_type": 2}, {"key": "state", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [156]}}, "('0', 'std_eps')": {"key_metadata": [{"key": "0", "key_type": 1}, {"key": "std_eps", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": []}}, "('1', 'params', 'hidden_0', 'bias')": {"key_metadata": [{"key": "1", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_0", "key_type": 2}, {"key": "bias", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [512]}}, "('1', 'params', 'hidden_0', 'kernel')": {"key_metadata": [{"key": "1", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_0", "key_type": 2}, {"key": "kernel", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [156, 512]}}, "('1', 'params', 'hidden_1', 'bias')": {"key_metadata": [{"key": "1", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_1", "key_type": 2}, {"key": "bias", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [256]}}, "('1', 'params', 'hidden_1', 'kernel')": {"key_metadata": [{"key": "1", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_1", "key_type": 2}, {"key": "kernel", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [512, 256]}}, "('1', 'params', 'hidden_2', 'bias')": {"key_metadata": [{"key": "1", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_2", "key_type": 2}, {"key": "bias", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [128]}}, "('1', 'params', 'hidden_2', 'kernel')": {"key_metadata": [{"key": "1", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_2", "key_type": 2}, {"key": "kernel", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [256, 128]}}, "('1', 'params', 'hidden_3', 'bias')": {"key_metadata": [{"key": "1", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_3", "key_type": 2}, {"key": "bias", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [58]}}, "('1', 'params', 'hidden_3', 'kernel')": {"key_metadata": [{"key": "1", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_3", "key_type": 2}, {"key": "kernel", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [128, 58]}}, "('2', 'params', 'hidden_0', 'bias')": {"key_metadata": [{"key": "2", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_0", "key_type": 2}, {"key": "bias", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [512]}}, "('2', 'params', 'hidden_0', 'kernel')": {"key_metadata": [{"key": "2", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_0", "key_type": 2}, {"key": "kernel", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [273, 512]}}, "('2', 'params', 'hidden_1', 'bias')": {"key_metadata": [{"key": "2", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_1", "key_type": 2}, {"key": "bias", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [256]}}, "('2', 'params', 'hidden_1', 'kernel')": {"key_metadata": [{"key": "2", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_1", "key_type": 2}, {"key": "kernel", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [512, 256]}}, "('2', 'params', 'hidden_2', 'bias')": {"key_metadata": [{"key": "2", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_2", "key_type": 2}, {"key": "bias", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [128]}}, "('2', 'params', 'hidden_2', 'kernel')": {"key_metadata": [{"key": "2", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_2", "key_type": 2}, {"key": "kernel", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [256, 128]}}, "('2', 'params', 'hidden_3', 'bias')": {"key_metadata": [{"key": "2", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_3", "key_type": 2}, {"key": "bias", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [1]}}, "('2', 'params', 'hidden_3', 'kernel')": {"key_metadata": [{"key": "2", "key_type": 1}, {"key": "params", "key_type": 2}, {"key": "hidden_3", "key_type": 2}, {"key": "kernel", "key_type": 2}], "value_metadata": {"value_type": "jax.Array", "skip_deserialize": false, "write_shape": [128, 1]}}}, "use_ocdbt": true, "use_zarr3": false, "store_array_data_equal_to_fill_value": true, "custom_metadata": null}
abl-no_map-s2/000047022080/_sharding ADDED
@@ -0,0 +1 @@
 
 
1
+ {"MC5jb3VudC5oaQ==":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MC5jb3VudC5sbw==":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MC5tZWFuLnByaXZpbGVnZWRfc3RhdGU=":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MC5tZWFuLnN0YXRl":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MC5zdGQuc3RhdGU=":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MC5zdGQucHJpdmlsZWdlZF9zdGF0ZQ==":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MC5zdGRfZXBz":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MC5zdW1tZWRfdmFyaWFuY2Uuc3RhdGU=":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MC5zdW1tZWRfdmFyaWFuY2UucHJpdmlsZWdlZF9zdGF0ZQ==":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MS5wYXJhbXMuaGlkZGVuXzAuYmlhcw==":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MS5wYXJhbXMuaGlkZGVuXzAua2VybmVs":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MS5wYXJhbXMuaGlkZGVuXzEuYmlhcw==":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MS5wYXJhbXMuaGlkZGVuXzEua2VybmVs":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MS5wYXJhbXMuaGlkZGVuXzIuYmlhcw==":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MS5wYXJhbXMuaGlkZGVuXzIua2VybmVs":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MS5wYXJhbXMuaGlkZGVuXzMuYmlhcw==":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","MS5wYXJhbXMuaGlkZGVuXzMua2VybmVs":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","Mi5wYXJhbXMuaGlkZGVuXzAuYmlhcw==":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","Mi5wYXJhbXMuaGlkZGVuXzAua2VybmVs":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","Mi5wYXJhbXMuaGlkZGVuXzEuYmlhcw==":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","Mi5wYXJhbXMuaGlkZGVuXzEua2VybmVs":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","Mi5wYXJhbXMuaGlkZGVuXzIuYmlhcw==":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","Mi5wYXJhbXMuaGlkZGVuXzIua2VybmVs":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","Mi5wYXJhbXMuaGlkZGVuXzMuYmlhcw==":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}","Mi5wYXJhbXMuaGlkZGVuXzMua2VybmVs":"{\"sharding_type\": \"SingleDeviceSharding\", \"device_str\": \"cuda:0\"}"}
abl-no_map-s2/000047022080/array_metadatas/process_0 ADDED
@@ -0,0 +1 @@
 
 
1
+ {"array_metadatas": [{"array_metadata": {"param_name": "0.mean.privileged_state", "write_shape": [273], "chunk_shape": [273], "ext_metadata": null}}, {"array_metadata": {"param_name": "0.mean.state", "write_shape": [156], "chunk_shape": [156], "ext_metadata": null}}, {"array_metadata": {"param_name": "0.std.privileged_state", "write_shape": [273], "chunk_shape": [273], "ext_metadata": null}}, {"array_metadata": {"param_name": "0.std.state", "write_shape": [156], "chunk_shape": [156], "ext_metadata": null}}, {"array_metadata": {"param_name": "0.count.hi", "write_shape": [], "chunk_shape": [], "ext_metadata": null}}, {"array_metadata": {"param_name": "0.count.lo", "write_shape": [], "chunk_shape": [], "ext_metadata": null}}, {"array_metadata": {"param_name": "0.summed_variance.privileged_state", "write_shape": [273], "chunk_shape": [273], "ext_metadata": null}}, {"array_metadata": {"param_name": "0.summed_variance.state", "write_shape": [156], "chunk_shape": [156], "ext_metadata": null}}, {"array_metadata": {"param_name": "0.std_eps", "write_shape": [], "chunk_shape": [], "ext_metadata": null}}, {"array_metadata": {"param_name": "1.params.hidden_0.bias", "write_shape": [512], "chunk_shape": [512], "ext_metadata": null}}, {"array_metadata": {"param_name": "1.params.hidden_0.kernel", "write_shape": [156, 512], "chunk_shape": [156, 512], "ext_metadata": null}}, {"array_metadata": {"param_name": "1.params.hidden_1.bias", "write_shape": [256], "chunk_shape": [256], "ext_metadata": null}}, {"array_metadata": {"param_name": "1.params.hidden_1.kernel", "write_shape": [512, 256], "chunk_shape": [512, 256], "ext_metadata": null}}, {"array_metadata": {"param_name": "1.params.hidden_2.bias", "write_shape": [128], "chunk_shape": [128], "ext_metadata": null}}, {"array_metadata": {"param_name": "1.params.hidden_2.kernel", "write_shape": [256, 128], "chunk_shape": [256, 128], "ext_metadata": null}}, {"array_metadata": {"param_name": "1.params.hidden_3.bias", "write_shape": [58], "chunk_shape": [58], "ext_metadata": null}}, {"array_metadata": {"param_name": "1.params.hidden_3.kernel", "write_shape": [128, 58], "chunk_shape": [128, 58], "ext_metadata": null}}, {"array_metadata": {"param_name": "2.params.hidden_0.bias", "write_shape": [512], "chunk_shape": [512], "ext_metadata": null}}, {"array_metadata": {"param_name": "2.params.hidden_0.kernel", "write_shape": [273, 512], "chunk_shape": [273, 512], "ext_metadata": null}}, {"array_metadata": {"param_name": "2.params.hidden_1.bias", "write_shape": [256], "chunk_shape": [256], "ext_metadata": null}}, {"array_metadata": {"param_name": "2.params.hidden_1.kernel", "write_shape": [512, 256], "chunk_shape": [512, 256], "ext_metadata": null}}, {"array_metadata": {"param_name": "2.params.hidden_2.bias", "write_shape": [128], "chunk_shape": [128], "ext_metadata": null}}, {"array_metadata": {"param_name": "2.params.hidden_2.kernel", "write_shape": [256, 128], "chunk_shape": [256, 128], "ext_metadata": null}}, {"array_metadata": {"param_name": "2.params.hidden_3.bias", "write_shape": [1], "chunk_shape": [1], "ext_metadata": null}}, {"array_metadata": {"param_name": "2.params.hidden_3.kernel", "write_shape": [128, 1], "chunk_shape": [128, 1], "ext_metadata": null}}]}
abl-no_map-s2/000047022080/commit_success.txt ADDED
@@ -0,0 +1 @@
 
 
1
+ Checkpoint commit was successful to /tmp/ft_no_map/000047022080
abl-no_map-s2/000047022080/d/61aeb8a084c8fed79e0b936cc42d7271 ADDED
Binary file (8.73 kB). View file
 
abl-no_map-s2/000047022080/manifest.ocdbt ADDED
Binary file (115 Bytes). View file
 
abl-no_map-s2/000047022080/ocdbt.process_0/d/3efb0ce6acb5185ba0b39f89ba52fd00 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:30b36de39404ebb26572d1907f481572fd83f07021964a413e2bc22a6e191ae3
3
+ size 123503
abl-no_map-s2/000047022080/ocdbt.process_0/d/603c64d210a7cbc2b97b964342694ade ADDED
Binary file (433 Bytes). View file
 
abl-no_map-s2/000047022080/ocdbt.process_0/d/6a921c8f997f6111e1c8fd1a00ed6b81 ADDED
Binary file (1.56 kB). View file
 
abl-no_map-s2/000047022080/ocdbt.process_0/d/6e65af3a5964bc11322d073b32ae04d1 ADDED
Binary file (489 Bytes). View file
 
abl-no_map-s2/000047022080/ocdbt.process_0/d/9c1282d11ba09f8c8864b03c5b800826 ADDED
Binary file (29.2 kB). View file
 
abl-no_map-s2/000047022080/ocdbt.process_0/d/d57ceb24836b7181df877c9ae2c5b71a ADDED
Binary file (2.49 kB). View file
 
abl-no_map-s2/000047022080/ocdbt.process_0/d/e5e1ac9eb4b95a500f2a9c0a41397dd2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:57975bd106d583f5e84bf2ffe04c5327c6b26c467bbeb06849e65f3ca6c8e3b5
3
+ size 745265
abl-no_map-s2/000047022080/ocdbt.process_0/d/ea489083ef210f53ba41c1db101c8730 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:54a5aa703afeac74e04d7bdfd10abe481e4d71c9f7393959b5574c250fd37f4c
3
+ size 1095407
abl-no_map-s2/000047022080/ocdbt.process_0/d/feabb63b4d5e739d40391cda8b88accf ADDED
Binary file (191 Bytes). View file
 
abl-no_map-s2/000047022080/ocdbt.process_0/manifest.ocdbt ADDED
Binary file (443 Bytes). View file
 
abl-no_map-s2/000047022080/ppo_network_config.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"action_size": 29, "network_factory_kwargs": {"activation": "silu", "distribution_type": "tanh_normal", "init_noise_std": 1.0, "mean_clip_scale": null, "mean_kernel_init_fn": null, "mean_kernel_init_kwargs": null, "noise_std_type": "scalar", "num_quantiles": 32, "policy_hidden_layer_sizes": [512, 256, 128], "policy_network_kernel_init_fn": "lecun_uniform", "policy_network_kernel_init_kwargs": null, "policy_obs_key": "state", "state_dependent_std": false, "use_distributional_critic": false, "value_hidden_layer_sizes": [512, 256, 128], "value_network_kernel_init_fn": "lecun_uniform", "value_network_kernel_init_kwargs": null, "value_obs_key": "privileged_state"}, "normalize_observations": true, "observation_size": {"privileged_state": [273], "state": [156]}}
abl-no_map-s2/finetune_report.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "arm": "no_map",
3
  "flavor": "a100-large",
4
- "reached_step": 40304640,
5
  "best_reward": 12.87984848022461,
6
  "history": [
7
  {
@@ -117,6 +117,25 @@
117
  "eval/episode_reward/snow_stumble_std": 0.0,
118
  "eval/episode_snow_contact_fraction_std": 229.89535522460938,
119
  "eval/episode_snow_depth_under_feet_std": 14.408105850219727
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
120
  }
121
  ]
122
  }
 
1
  {
2
  "arm": "no_map",
3
  "flavor": "a100-large",
4
+ "reached_step": 47022080,
5
  "best_reward": 12.87984848022461,
6
  "history": [
7
  {
 
117
  "eval/episode_reward/snow_stumble_std": 0.0,
118
  "eval/episode_snow_contact_fraction_std": 229.89535522460938,
119
  "eval/episode_snow_depth_under_feet_std": 14.408105850219727
120
+ },
121
+ {
122
+ "step": 40304640,
123
+ "reward": 11.720186233520508,
124
+ "episode_length": 578.140625,
125
+ "elapsed_s": 547.3,
126
+ "steps_per_second": 73647,
127
+ "eval/episode_reward/snow_clearance": 32.07038879394531,
128
+ "eval/episode_reward/snow_flat_efficiency": -0.41314607858657837,
129
+ "eval/episode_reward/snow_overload": -2.4063992500305176,
130
+ "eval/episode_reward/snow_stumble": 0.0,
131
+ "eval/episode_snow_contact_fraction": 322.8515625,
132
+ "eval/episode_snow_depth_under_feet": 14.614081382751465,
133
+ "eval/episode_reward/snow_clearance_std": 23.405521392822266,
134
+ "eval/episode_reward/snow_flat_efficiency_std": 0.39999720454216003,
135
+ "eval/episode_reward/snow_overload_std": 4.0545549392700195,
136
+ "eval/episode_reward/snow_stumble_std": 0.0,
137
+ "eval/episode_snow_contact_fraction_std": 225.38494873046875,
138
+ "eval/episode_snow_depth_under_feet_std": 14.401846885681152
139
  }
140
  ]
141
  }