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# Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from deepspeed.runtime.config_utils import get_scalar_param, DeepSpeedConfigObject
from deepspeed.profiling.constants import *
class DeepSpeedFlopsProfilerConfig(DeepSpeedConfigObject):
def __init__(self, param_dict):
super(DeepSpeedFlopsProfilerConfig, self).__init__()
self.enabled = None
self.recompute_fwd_factor = None
self.profile_step = None
self.module_depth = None
self.top_modules = None
if FLOPS_PROFILER in param_dict.keys():
flops_profiler_dict = param_dict[FLOPS_PROFILER]
else:
flops_profiler_dict = {}
self._initialize(flops_profiler_dict)
def _initialize(self, flops_profiler_dict):
self.enabled = get_scalar_param(flops_profiler_dict, FLOPS_PROFILER_ENABLED, FLOPS_PROFILER_ENABLED_DEFAULT)
self.recompute_fwd_factor = get_scalar_param(flops_profiler_dict, FLOPS_PROFILER_RECOMPUTE_FWD_FACTOR,
FLOPS_PROFILER_RECOMPUTE_FWD_FACTOR_DEFAULT)
self.profile_step = get_scalar_param(flops_profiler_dict, FLOPS_PROFILER_PROFILE_STEP,
FLOPS_PROFILER_PROFILE_STEP_DEFAULT)
self.module_depth = get_scalar_param(flops_profiler_dict, FLOPS_PROFILER_MODULE_DEPTH,
FLOPS_PROFILER_MODULE_DEPTH_DEFAULT)
self.top_modules = get_scalar_param(flops_profiler_dict, FLOPS_PROFILER_TOP_MODULES,
FLOPS_PROFILER_TOP_MODULES_DEFAULT)
self.detailed = get_scalar_param(flops_profiler_dict, FLOPS_PROFILER_DETAILED, FLOPS_PROFILER_DETAILED_DEFAULT)
self.output_file = get_scalar_param(flops_profiler_dict, FLOPS_PROFILER_OUTPUT_FILE,
FLOPS_PROFILER_OUTPUT_FILE_DEFAULT)
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