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42 lines
1.3 KiB
Python
42 lines
1.3 KiB
Python
"""
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On-device test-backend-ops runner for llama.cpp (HTP0 backend).
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Executed by QDC's Appium test framework on the QDC runner.
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The runner has ADB access to the allocated device.
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"""
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import os
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import sys
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import pytest
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from utils import BIN_PATH, CMD_PREFIX, push_bundle_if_needed, run_adb_command, write_qdc_log
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@pytest.fixture(scope="session", autouse=True)
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def install(driver):
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push_bundle_if_needed(f"{BIN_PATH}/test-backend-ops")
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@pytest.mark.parametrize("type_a", ["mxfp4", "fp16", "q4_0"])
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def test_backend_ops_htp0(type_a):
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cmd = f"{CMD_PREFIX} GGML_HEXAGON_HOSTBUF=0 GGML_HEXAGON_EXPERIMENTAL=1 {BIN_PATH}/test-backend-ops -b HTP0 -o MUL_MAT"
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if type_a == "q4_0":
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cmd += r' -p "^(?=.*type_a=q4_0)(?!.*type_b=f32,m=576,n=512,k=576).*$"'
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else:
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cmd += f" -p type_a={type_a}"
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result = run_adb_command(
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cmd,
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check=False,
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)
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write_qdc_log(f"backend_ops_{type_a}.log", result.stdout or "")
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assert result.returncode == 0, f"test-backend-ops type_a={type_a} failed (exit {result.returncode})"
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if __name__ == "__main__":
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ret = pytest.main(["-s", "--junitxml=results.xml", os.path.realpath(__file__)])
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if os.path.exists("results.xml"):
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with open("results.xml") as f:
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write_qdc_log("results.xml", f.read())
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sys.exit(ret)
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