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petals/tests/test_aux_functions.py

16 lines
484 B
Python

import pytest
import torch
from test_utils import MODEL_NAME
from petals.client import DistributedBloomConfig
from petals.server.throughput import measure_compute_rps
@pytest.mark.forked
def test_throughput_basic():
config = DistributedBloomConfig.from_pretrained(MODEL_NAME)
throughput = measure_compute_rps(
config, device=torch.device("cpu"), dtype=torch.bfloat16, load_in_8bit=False, n_steps=10
)
assert isinstance(throughput, float) and throughput > 0