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require cuda in tests
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@@ -34,6 +34,7 @@ from lerobot.policies.xvla.modeling_xvla import XVLAPolicy
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from lerobot.policies.xvla.processor_xvla import make_xvla_pre_post_processors
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from lerobot.policies.xvla.processor_xvla import make_xvla_pre_post_processors
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from lerobot.processor import PolicyAction, PolicyProcessorPipeline # noqa: E402
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from lerobot.processor import PolicyAction, PolicyProcessorPipeline # noqa: E402
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from lerobot.utils.constants import OBS_IMAGES, OBS_STATE # noqa: E402
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from lerobot.utils.constants import OBS_IMAGES, OBS_STATE # noqa: E402
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from tests.utils import require_cuda # noqa: E402
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# Constants
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# Constants
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DUMMY_ACTION_DIM = 7 # Standard robot arm action dimension
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DUMMY_ACTION_DIM = 7 # Standard robot arm action dimension
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@@ -164,6 +165,7 @@ def preprocessor(xvla_components):
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return xvla_components[1]
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return xvla_components[1]
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@require_cuda
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def test_xvla_preprocessor_alignment(policy, preprocessor):
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def test_xvla_preprocessor_alignment(policy, preprocessor):
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"""Test that LeRobot XVLA preprocessor produces expected outputs."""
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"""Test that LeRobot XVLA preprocessor produces expected outputs."""
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print("\n" + "=" * 80)
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print("\n" + "=" * 80)
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@@ -210,6 +212,7 @@ def test_xvla_preprocessor_alignment(policy, preprocessor):
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print("\nAll preprocessor outputs have correct shapes!")
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print("\nAll preprocessor outputs have correct shapes!")
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@require_cuda
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def test_xvla_action_generation(policy, preprocessor):
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def test_xvla_action_generation(policy, preprocessor):
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"""Test XVLA LeRobot implementation generates expected actions."""
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"""Test XVLA LeRobot implementation generates expected actions."""
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print("\n" + "=" * 80)
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print("\n" + "=" * 80)
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@@ -287,6 +290,7 @@ def test_xvla_action_generation(policy, preprocessor):
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print(f"\nSuccess: Actions match expected values within tolerance ({tolerance})!")
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print(f"\nSuccess: Actions match expected values within tolerance ({tolerance})!")
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@require_cuda
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def test_xvla_inference_reproducibility(policy, preprocessor):
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def test_xvla_inference_reproducibility(policy, preprocessor):
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"""Test that XVLA inference is reproducible with the same seed."""
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"""Test that XVLA inference is reproducible with the same seed."""
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print("\n" + "=" * 80)
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print("\n" + "=" * 80)
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