ray/release/sgd_tests/sgd_gpu/sgd_gpu_test.py

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import json
import os
import time
import ray
from ray.util.sgd.torch.examples.cifar_pytorch_example import train_cifar
if __name__ == "__main__":
ray.init(address=os.environ.get("RAY_ADDRESS", "auto"))
start_time = time.time()
success = True
try:
train_cifar(
num_workers=2,
use_gpu=True,
num_epochs=5,
fp16=True,
test_mode=False)
except Exception as e:
print(f"The test failed with {e}")
success = False
delta = time.time() - start_time
with open(os.environ["TEST_OUTPUT_JSON"], "w") as f:
f.write(json.dumps({"train_time": delta, "success": success}))