Remove unused imports (#654)

* Remove unused imports

* resolve one more

Author: tgerdesnv

examples/quick-start/resnet50_python/1/model.py

@@ -12,7 +12,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 #
-import numpy as np
 import torch
 import triton_python_backend_utils as pb_utils
 from torch.utils.dlpack import to_dlpack

experiments/experiment_plot.py

@@ -12,8 +12,6 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
-import csv
 import pandas as pd
 
 

experiments/generator_experiment_factory.py

@@ -12,12 +12,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-from model_analyzer.config.generate.brute_run_config_generator import BruteRunConfigGenerator
 from model_analyzer.config.generate.model_variant_name_manager import ModelVariantNameManager
-from model_analyzer.config.generate.quick_run_config_generator import QuickRunConfigGenerator
-from model_analyzer.config.generate.search_config import SearchConfig
 from model_analyzer.config.generate.search_dimension import SearchDimension
-from model_analyzer.config.generate.search_dimensions import SearchDimensions
 from unittest.mock import MagicMock, patch
 from model_analyzer.config.generate.run_config_generator_factory import RunConfigGeneratorFactory
 

model_analyzer/config/generate/model_variant_name_manager.py

@@ -13,7 +13,6 @@
 # limitations under the License.
 
 from typing import Dict, Tuple, List
-import collections.abc
 from copy import deepcopy
 from model_analyzer.constants import DEFAULT_CONFIG_PARAMS
 

model_analyzer/config/generate/neighborhood.py

@@ -13,7 +13,6 @@
 # limitations under the License.
 
 import math
-from itertools import product
 from copy import deepcopy
 
 from typing import List, Tuple, Dict, Optional, Union

model_analyzer/config/generate/quick_plus_concurrency_sweep_run_config_generator.py

@@ -17,7 +17,6 @@
 from .config_generator_interface import ConfigGeneratorInterface
 
 from model_analyzer.config.generate.search_config import SearchConfig
-from model_analyzer.config.generate.brute_run_config_generator import BruteRunConfigGenerator
 from model_analyzer.config.generate.quick_run_config_generator import QuickRunConfigGenerator
 from model_analyzer.config.generate.model_variant_name_manager import ModelVariantNameManager
 from model_analyzer.config.generate.perf_analyzer_config_generator import PerfAnalyzerConfigGenerator
@@ -28,10 +27,8 @@
 from model_analyzer.config.generate.model_profile_spec import ModelProfileSpec
 from model_analyzer.result.result_manager import ResultManager
 from model_analyzer.result.run_config_measurement import RunConfigMeasurement
-from model_analyzer.result.run_config_result import RunConfigResult
 
 from model_analyzer.constants import LOGGER_NAME
-from model_analyzer.config.input.config_defaults import DEFAULT_RUN_CONFIG_MIN_CONCURRENCY, DEFAULT_RUN_CONFIG_MAX_CONCURRENCY
 
 from copy import deepcopy
 from math import log2

model_analyzer/config/input/config_primitive.py

@@ -14,8 +14,7 @@
 
 from .config_value import ConfigValue
 from .config_status import ConfigStatus
-from model_analyzer.constants import \
-    CONFIG_PARSER_FAILURE, CONFIG_PARSER_SUCCESS
+from model_analyzer.constants import CONFIG_PARSER_FAILURE
 
 
 class ConfigPrimitive(ConfigValue):

model_analyzer/monitor/cpu_monitor.py

@@ -17,8 +17,6 @@
 from model_analyzer.record.types.cpu_available_ram import CPUAvailableRAM
 from model_analyzer.record.types.cpu_used_ram import CPUUsedRAM
 
-from model_analyzer.model_analyzer_exceptions import TritonModelAnalyzerException
-
 
 class CPUMonitor(Monitor):
     """

model_analyzer/monitor/dcgm/dcgm_field_helpers.py

@@ -14,7 +14,6 @@
 
 import ctypes
 import json
-import time
 
 import model_analyzer.monitor.dcgm.dcgm_fields as dcgm_fields
 import model_analyzer.monitor.dcgm.dcgm_structs as dcgm_structs

model_analyzer/monitor/dcgm/dcgm_fields.py

@@ -13,7 +13,6 @@
 # limitations under the License.
 
 from ctypes import *
-from ctypes.util import find_library
 import model_analyzer.monitor.dcgm.dcgm_structs as dcgm_structs
 
 # Provides access to functions