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[Testing] Return BenchmarkResult in local_run and rpc_run #15277

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Jul 10, 2023
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[Testing] Return BenchmarkResult in local_run and rpc_run #15277

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12 changes: 8 additions & 4 deletions python/tvm/testing/runner.py
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Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,7 @@

if TYPE_CHECKING:
import numpy as np

from tvm.meta_schedule.runner import EvaluatorConfig, RPCConfig
from tvm.runtime import Device, Module, NDArray

Expand All @@ -30,6 +31,7 @@

def _args_to_device(args, device):
import numpy as np

from tvm.runtime.ndarray import NDArray, empty

uploaded_args = []
Expand Down Expand Up @@ -109,6 +111,8 @@ def local_run( # pylint: disable=too-many-arguments,too-many-locals
-------
args : List[Union[np.ndarray, NDArray, int, float]]
The results of running the module.
profile_result : tvm.runtime.BenchmarkResult
The profiling result of running the module.
"""
import os.path as osp
import tempfile
Expand Down Expand Up @@ -137,13 +141,12 @@ def local_run( # pylint: disable=too-many-arguments,too-many-locals
if evaluator_config.enable_cpu_cache_flush
else "",
)(*args)
print(profile_result)
remote_mod(*args)
args = _args_to_numpy(args)
finally:
pass

return args
return args, profile_result


def rpc_run( # pylint: disable=too-many-arguments,too-many-locals
Expand Down Expand Up @@ -188,6 +191,8 @@ def rpc_run( # pylint: disable=too-many-arguments,too-many-locals
-------
args : List[Union[np.ndarray, NDArray, int, float]]
The results of running the module.
profile_result : tvm.runtime.BenchmarkResult
The profiling result of running the module.
"""

import os.path as osp
Expand Down Expand Up @@ -220,12 +225,11 @@ def rpc_run( # pylint: disable=too-many-arguments,too-many-locals
if evaluator_config.enable_cpu_cache_flush
else "",
)(*args)
print(profile_result)
remote_mod(*args)
args = _args_to_numpy(args)
finally:
session.remove(remote_path)
session.remove(remote_path + "." + output_format)
session.remove("")

return args
return args, profile_result