mirror of
https://github.com/huggingface/lerobot.git
synced 2026-05-22 03:59:42 +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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@@ -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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