Add gym-aloha, rename simxarm -> xarm, refactor

This commit is contained in:
Simon Alibert
2024-04-08 16:18:53 +02:00
parent 5dff6d8339
commit 3f6dfa4916
15 changed files with 91 additions and 97 deletions

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@@ -19,7 +19,7 @@ import lerobot
# from gym_pusht.envs import PushtEnv
# from gym_xarm.envs import SimxarmEnv
# from lerobot.common.datasets.simxarm import SimxarmDataset
# from lerobot.common.datasets.xarm import SimxarmDataset
# from lerobot.common.datasets.aloha import AlohaDataset
# from lerobot.common.datasets.pusht import PushtDataset

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@@ -11,7 +11,7 @@ from .utils import DEVICE, DEFAULT_CONFIG_PATH
@pytest.mark.parametrize(
"env_name,dataset_id,policy_name",
[
("simxarm", "xarm_lift_medium", "tdmpc"),
("xarm", "xarm_lift_medium", "tdmpc"),
("pusht", "pusht", "diffusion"),
("aloha", "aloha_sim_insertion_human", "act"),
("aloha", "aloha_sim_insertion_scripted", "act"),

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@@ -1,3 +1,4 @@
import importlib
import pytest
import torch
from lerobot.common.datasets.factory import make_dataset
@@ -13,49 +14,25 @@ from .utils import DEVICE, DEFAULT_CONFIG_PATH
@pytest.mark.parametrize(
"env_task, obs_type",
"env_name, handle, obs_type",
[
# ("AlohaInsertion-v0", "state"),
("AlohaInsertion-v0", "pixels"),
("AlohaInsertion-v0", "pixels_agent_pos"),
("AlohaTransferCube-v0", "pixels"),
("AlohaTransferCube-v0", "pixels_agent_pos"),
("aloha", "AlohaInsertion-v0", "pixels"),
("aloha", "AlohaInsertion-v0", "pixels_agent_pos"),
("aloha", "AlohaTransferCube-v0", "pixels"),
("aloha", "AlohaTransferCube-v0", "pixels_agent_pos"),
("xarm", "XarmLift-v0", "state"),
("xarm", "XarmLift-v0", "pixels"),
("xarm", "XarmLift-v0", "pixels_agent_pos"),
("pusht", "PushT-v0", "state"),
("pusht", "PushT-v0", "pixels"),
("pusht", "PushT-v0", "pixels_agent_pos"),
],
)
def test_aloha(env_task, obs_type):
from lerobot.common.envs import aloha as gym_aloha # noqa: F401
env = gym.make(f"gym_aloha/{env_task}", obs_type=obs_type)
check_env(env.unwrapped)
@pytest.mark.parametrize(
"env_task, obs_type",
[
("XarmLift-v0", "state"),
("XarmLift-v0", "pixels"),
("XarmLift-v0", "pixels_agent_pos"),
# TODO(aliberts): Add gym_xarm other tasks
],
)
def test_xarm(env_task, obs_type):
import gym_xarm # noqa: F401
env = gym.make(f"gym_xarm/{env_task}", obs_type=obs_type)
check_env(env.unwrapped)
@pytest.mark.parametrize(
"env_task, obs_type",
[
("PushTPixels-v0", "state"),
("PushTPixels-v0", "pixels"),
("PushTPixels-v0", "pixels_agent_pos"),
],
)
def test_pusht(env_task, obs_type):
import gym_pusht # noqa: F401
env = gym.make(f"gym_pusht/{env_task}", obs_type=obs_type)
def test_env(env_name, handle, obs_type):
package_name = f"gym_{env_name}"
importlib.import_module(package_name)
env = gym.make(f"{package_name}/{handle}", obs_type=obs_type)
check_env(env.unwrapped)
@@ -63,7 +40,7 @@ def test_pusht(env_task, obs_type):
"env_name",
[
"pusht",
"simxarm",
"xarm",
"aloha",
],
)
@@ -76,7 +53,7 @@ def test_factory(env_name):
dataset = make_dataset(cfg)
env = make_env(cfg, num_parallel_envs=1)
obs, info = env.reset()
obs, _ = env.reset()
obs = preprocess_observation(obs, transform=dataset.transform)
for key in dataset.image_keys:
img = obs[key]

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@@ -12,15 +12,15 @@ from .utils import DEVICE, DEFAULT_CONFIG_PATH
@pytest.mark.parametrize(
"env_name,policy_name,extra_overrides",
[
("simxarm", "tdmpc", ["policy.mpc=true"]),
("xarm", "tdmpc", ["policy.mpc=true"]),
("pusht", "tdmpc", ["policy.mpc=false"]),
("pusht", "diffusion", []),
# ("aloha", "act", ["env.task=sim_insertion", "dataset_id=aloha_sim_insertion_human"]),
#("aloha", "act", ["env.task=sim_insertion", "dataset_id=aloha_sim_insertion_scripted"]),
#("aloha", "act", ["env.task=sim_transfer_cube", "dataset_id=aloha_sim_transfer_cube_human"]),
#("aloha", "act", ["env.task=sim_transfer_cube", "dataset_id=aloha_sim_transfer_cube_scripted"]),
# TODO(aliberts): simxarm not working with diffusion
# ("simxarm", "diffusion", []),
# TODO(aliberts): xarm not working with diffusion
# ("xarm", "diffusion", []),
],
)
def test_policy(env_name, policy_name, extra_overrides):