# Copyright 2022 Cerebras Systems.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""Contains common run related utilies for cv and nlp models"""
import os
[docs]def get_default_inis():
return {
"ws_cv_auto_inis": True,
"ws_opt_target_max_actv_wios": 16,
"ws_opt_max_wgt_port_group_size": 8,
"ws_run_memoize_actv_mem_mapping": True,
"ws_opt_bidir_act": False,
"ws_variable_lanes": True,
}
[docs]def update_runconfig_debug_args_path(params, default_inis_dict):
from cerebras.appliance.run_utils import (
DebugArgs,
get_debug_args,
set_default_ini,
write_debug_args,
)
if not params["runconfig"].get("debug_args_path"):
debug_args = DebugArgs()
# in the case debug_args_path is not set
# create a default debug_args file in the debug_args_dir
debug_args_path = os.path.join(
params["runconfig"]["model_dir"], ".debug_args.proto"
)
else:
debug_args_path = params["runconfig"]["debug_args_path"]
debug_args = get_debug_args(debug_args_path)
set_default_ini(debug_args, **default_inis_dict)
write_debug_args(debug_args, debug_args_path)
params["runconfig"]["debug_args_path"] = debug_args_path
[docs]class DeviceType:
"""Supported Devices for Running Modelzoo Scripts"""
CSX = "CSX"
CPU = "CPU"
GPU = "GPU"
# to be used to reference when device type does not matter
ANY = "ANY"
[docs] @classmethod
def devices(cls):
"""Valid strategies"""
return [cls.CSX, cls.CPU, cls.GPU]