mirror of
https://github.com/huggingface/lerobot.git
synced 2026-05-15 08:39:49 +00:00
feat(ci): log into HF to unblock some CI tests (#3007)
* feat(ci): log into HF to unblock some CI tests * chore(ci): change hf call + secret name * fix(ci): temp fix for pi0 rtc test * test(policies): require_cuda for unblocked tests * test(policies): require_cuda wall_x * fic(tests): require_cuda outter most for pi0 * fix(test): return instead of yield --------- Signed-off-by: Steven Palma <imstevenpmwork@ieee.org>
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@@ -61,6 +61,7 @@ jobs:
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MUJOCO_GL: egl
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HF_HOME: /mnt/cache/.cache/huggingface
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HF_LEROBOT_HOME: /mnt/cache/.cache/huggingface/lerobot
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HF_USER_TOKEN: ${{ secrets.LEROBOT_HF_USER }}
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steps:
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- uses: actions/checkout@v6
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with:
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@@ -89,5 +90,10 @@ jobs:
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- name: Install lerobot with test extras
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run: uv sync --extra "test"
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- name: Login to Hugging Face
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run: |
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uv run hf auth login --token "$HF_USER_TOKEN" --add-to-git-credential
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uv run hf auth whoami
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- name: Run pytest
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run: uv run pytest tests -vv --maxfail=10
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@@ -60,6 +60,7 @@ jobs:
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MUJOCO_GL: egl
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HF_HOME: /mnt/cache/.cache/huggingface
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HF_LEROBOT_HOME: /mnt/cache/.cache/huggingface/lerobot
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HF_USER_TOKEN: ${{ secrets.LEROBOT_HF_USER }}
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steps:
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- uses: actions/checkout@v6
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with:
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@@ -87,6 +88,11 @@ jobs:
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- name: Install lerobot with all extras
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run: uv sync --extra all # TODO(Steven): Make flash-attn optional
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- name: Login to Hugging Face
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run: |
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uv run hf auth login --token "$HF_USER_TOKEN" --add-to-git-credential
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uv run hf auth whoami
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- name: Run pytest (all extras)
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run: uv run pytest tests -vv --maxfail=10
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@@ -162,6 +168,7 @@ jobs:
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HF_LEROBOT_HOME: /home/user_lerobot/.cache/huggingface/lerobot
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TORCH_HOME: /home/user_lerobot/.cache/torch
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TRITON_CACHE_DIR: /home/user_lerobot/.cache/triton
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HF_USER_TOKEN: ${{ secrets.LEROBOT_HF_USER }}
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container:
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image: ${{ needs.build-and-push-docker.outputs.image_tag }} # zizmor: ignore[unpinned-images]
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options: --gpus all --shm-size "16gb"
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@@ -173,6 +180,10 @@ jobs:
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shell: bash
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working-directory: /lerobot
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steps:
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- name: Login to Hugging Face
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run: |
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hf auth login --token "$HF_USER_TOKEN" --add-to-git-credential
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hf auth whoami
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- name: Fix ptxas permissions
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run: chmod +x /lerobot/.venv/lib/python3.10/site-packages/triton/backends/nvidia/bin/ptxas
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- name: Run pytest on GPU
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@@ -17,7 +17,6 @@
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"""Test script to verify PI0Fast policy integration with LeRobot vs the original implementation"""
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# ruff: noqa: E402
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import os
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import random
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from copy import deepcopy
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from typing import Any
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@@ -28,10 +27,6 @@ import torch
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pytest.importorskip("transformers")
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pytest.importorskip("scipy")
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pytestmark = pytest.mark.skipif(
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os.environ.get("CI") == "true" or os.environ.get("GITHUB_ACTIONS") == "true",
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reason="This test requires accepting the model license",
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)
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from lerobot.policies.pi0_fast.configuration_pi0_fast import PI0FastConfig
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from lerobot.policies.pi0_fast.modeling_pi0_fast import PI0FastPolicy
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@@ -53,7 +48,7 @@ DUMMY_STATE_DIM = 20
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IMAGE_HEIGHT = 224
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IMAGE_WIDTH = 224
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NUM_VIEWS = 2 # Number of camera views
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DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
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DEVICE = "cuda"
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MODEL_PATH_LEROBOT = "jadechoghari/pi0fast-base"
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# Expected action token shape: (batch_size, max_decoding_steps)
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@@ -69,6 +64,7 @@ EXPECTED_ACTIONS_STD = 0.2607129216194153
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EXPECTED_ACTIONS_FIRST_5 = torch.tensor([0.0000, 0.3536, 0.0707, 0.0000, 0.0000])
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@require_cuda
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def set_seed_all(seed: int):
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"""Set random seed for all RNG sources to ensure reproducibility."""
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random.seed(seed)
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@@ -85,6 +81,7 @@ def set_seed_all(seed: int):
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torch.use_deterministic_algorithms(True, warn_only=True)
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@require_cuda
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def instantiate_lerobot_pi0_fast(
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from_pretrained: bool = False,
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model_path: str = MODEL_PATH_LEROBOT,
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@@ -127,6 +124,7 @@ def instantiate_lerobot_pi0_fast(
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return policy, preprocessor, postprocessor
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@require_cuda
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def create_dummy_data(device=DEVICE):
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"""Create dummy data for testing both implementations."""
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batch_size = 1
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@@ -158,22 +156,25 @@ def create_dummy_data(device=DEVICE):
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# Pytest fixtures
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@pytest.fixture(scope="module")
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@require_cuda
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def pi0_fast_components():
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"""Fixture to instantiate and provide all PI0Fast components for tests."""
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print(f"\nTesting with DEVICE='{DEVICE}'")
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print("\n[Setup] Instantiating LeRobot PI0Fast policy...")
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policy_obj, preprocessor_obj, postprocessor_obj = instantiate_lerobot_pi0_fast(from_pretrained=True)
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print("Model loaded successfully")
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yield policy_obj, preprocessor_obj, postprocessor_obj
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return policy_obj, preprocessor_obj, postprocessor_obj
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@pytest.fixture(scope="module")
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@require_cuda
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def policy(pi0_fast_components):
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"""Fixture to provide the PI0Fast policy for tests."""
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return pi0_fast_components[0]
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@pytest.fixture(scope="module")
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@require_cuda
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def preprocessor(pi0_fast_components):
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"""Fixture to provide the PI0Fast preprocessor for tests."""
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return pi0_fast_components[1]
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@@ -16,17 +16,8 @@
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"""Test script to verify PI0 policy integration with LeRobot, only meant to be run locally!"""
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import os
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import pytest
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import torch
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# Skip this entire module in CI
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pytestmark = pytest.mark.skipif(
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os.environ.get("CI") == "true" or os.environ.get("GITHUB_ACTIONS") == "true",
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reason="This test requires accepting the model license",
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)
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from lerobot.policies.factory import make_policy_config # noqa: E402
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from lerobot.policies.pi0 import ( # noqa: E402
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PI0Config,
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@@ -16,25 +16,15 @@
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"""Test script to verify PI0.5 (pi05) support in PI0 policy, only meant to be run locally!"""
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import os
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import pytest
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import torch
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from lerobot.utils.random_utils import set_seed
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# Skip this entire module in CI
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pytestmark = pytest.mark.skipif(
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os.environ.get("CI") == "true" or os.environ.get("GITHUB_ACTIONS") == "true",
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reason="This test requires accepting the model license",
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)
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from lerobot.policies.factory import make_policy_config # noqa: E402
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from lerobot.policies.pi05 import ( # noqa: E402
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PI05Config,
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PI05Policy,
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make_pi05_pre_post_processors, # noqa: E402
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)
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from lerobot.utils.random_utils import set_seed
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from tests.utils import require_cuda # noqa: E402
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@@ -24,9 +24,10 @@ import torch
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# Skip this entire module in CI
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pytestmark = pytest.mark.skipif(
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os.environ.get("CI") == "true" or os.environ.get("GITHUB_ACTIONS") == "true",
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reason="This test requires local OpenPI installation and is not meant for CI",
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reason="TODO: This test seems to hang the CI",
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)
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from lerobot.configs.types import FeatureType, PolicyFeature, RTCAttentionSchedule # noqa: E402
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from lerobot.policies.pi05 import PI05Config, PI05Policy, make_pi05_pre_post_processors # noqa: E402
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from lerobot.policies.rtc.configuration_rtc import RTCConfig # noqa: E402
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@@ -24,9 +24,10 @@ import torch
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# Skip this entire module in CI
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pytestmark = pytest.mark.skipif(
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os.environ.get("CI") == "true" or os.environ.get("GITHUB_ACTIONS") == "true",
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reason="This test requires local OpenPI installation and is not meant for CI",
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reason="TODO: This test seems to hang the CI",
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)
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from lerobot.configs.types import FeatureType, PolicyFeature, RTCAttentionSchedule # noqa: E402
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from lerobot.policies.pi0 import PI0Config, PI0Policy, make_pi0_pre_post_processors # noqa: E402
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from lerobot.policies.rtc.configuration_rtc import RTCConfig # noqa: E402
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@@ -88,6 +89,7 @@ def test_pi0_rtc_initialization_without_rtc_config():
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print("✓ PI0 RTC initialization without RTC config: Test passed")
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@require_cuda
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def test_pi0_rtc_inference_with_prev_chunk():
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"""Test PI0 policy inference with RTC and previous chunk."""
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set_seed(42)
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@@ -16,15 +16,10 @@
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"""Test script to verify Wall-X policy integration with LeRobot, only meant to be run locally!"""
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import os
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import pytest
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import torch
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pytestmark = pytest.mark.skipif(
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os.environ.get("CI") == "true" or os.environ.get("GITHUB_ACTIONS") == "true",
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reason="This test exceeds available memory in CI environments.",
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)
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# Skip if required dependencies are not available
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pytest.importorskip("peft")
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pytest.importorskip("transformers")
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@@ -35,8 +30,10 @@ from lerobot.policies.wall_x import WallXConfig # noqa: E402
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from lerobot.policies.wall_x.modeling_wall_x import WallXPolicy # noqa: E402
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from lerobot.policies.wall_x.processor_wall_x import make_wall_x_pre_post_processors # noqa: E402
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from lerobot.utils.random_utils import set_seed # noqa: E402
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from tests.utils import require_cuda # noqa: E402
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@require_cuda
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def test_policy_instantiation():
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# Create config
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set_seed(42)
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@@ -121,6 +118,7 @@ def test_policy_instantiation():
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raise
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@require_cuda
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def test_config_creation():
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"""Test policy config creation through factory."""
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try:
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@@ -132,8 +130,3 @@ def test_config_creation():
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except Exception as e:
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print(f"Config creation failed: {e}")
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raise
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if __name__ == "__main__":
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test_policy_instantiation()
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test_config_creation()
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