diff --git a/debug/accuracy_tools/api_accuracy_checker/__init__.py b/debug/accuracy_tools/api_accuracy_checker/__init__.py
index aac6483f7ed1a005e02ce36009473c25fcfdc4aa..22c3634838883ae8d91737ce3b2788b43dc1712b 100644
--- a/debug/accuracy_tools/api_accuracy_checker/__init__.py
+++ b/debug/accuracy_tools/api_accuracy_checker/__init__.py
@@ -16,6 +16,6 @@
 # ==============================================================================
 """
 
-from .common.utils import seed_all
+from api_accuracy_checker.common.utils import seed_all
 seed_all()
 __all__ = []
diff --git a/debug/accuracy_tools/api_accuracy_checker/common/utils.py b/debug/accuracy_tools/api_accuracy_checker/common/utils.py
index fa4540c58ef843e7ab7f4e759b986d9193b69355..8ca6381ce9e582c28bcfea58a53952dba9488e9a 100644
--- a/debug/accuracy_tools/api_accuracy_checker/common/utils.py
+++ b/debug/accuracy_tools/api_accuracy_checker/common/utils.py
@@ -549,7 +549,7 @@ def check_input_file_valid(input_path, max_file_size=MAX_JSON_FILE_SIZE):
 
 def check_need_convert(api_name):
     convert_type = None
-    for key, value in Const.CONVERT_API:
+    for key, value in Const.CONVERT_API.items():
         if api_name not in value:
             continue
         else:
diff --git a/debug/accuracy_tools/api_accuracy_checker/compare/algorithm.py b/debug/accuracy_tools/api_accuracy_checker/compare/algorithm.py
index 88df23cacacd5b17b5ed5f4e6ccd23183d9ff80f..a79125d832b39e9074c8dff9d3eb5c24f2003c4d 100644
--- a/debug/accuracy_tools/api_accuracy_checker/compare/algorithm.py
+++ b/debug/accuracy_tools/api_accuracy_checker/compare/algorithm.py
@@ -2,8 +2,8 @@
 
 import torch 
 import numpy as np 
-from .compare_utils import CompareConst 
-from ..common.utils import print_warn_log, Const
+from api_accuracy_checker.compare.compare_utils import CompareConst 
+from api_accuracy_checker.common.utils import print_warn_log, Const
 
 def compare_torch_tensor(cpu_output, npu_output, compare_alg):
     if cpu_output.dtype == torch.bool:
@@ -11,7 +11,7 @@ def compare_torch_tensor(cpu_output, npu_output, compare_alg):
     return compare_alg(cpu_output, npu_output)
 
 
-def compare_bool_tensor(cpu_output, npu_output, compare_alg):
+def compare_bool_tensor(cpu_output, npu_output):
     error_rate = CompareConst.NAN
     cpu_shape = cpu_output.shape 
     npu_shape = npu_output.shape 
@@ -88,7 +88,7 @@ def flatten_compare_result(result):
 def compare_core(bench_out, npu_out, alg):
     if type(bench_out) != type(npu_out):
         raise ValueError("bench and npu output type is different")
-    if isinstance(bench_out, list, tuple):
+    if isinstance(bench_out, (list, tuple)):
         compare_result, test_success = [], True
         if len(bench_out) != len(npu_out):
             raise ValueError("bench and npu output structure is different")
diff --git a/debug/accuracy_tools/api_accuracy_checker/compare/compare.py b/debug/accuracy_tools/api_accuracy_checker/compare/compare.py
index ae869e208e25a96cd363b71762f9d1399a8db8d2..b877bc50d4d71ed8d9b5550bab245ae6f5c87bb6 100644
--- a/debug/accuracy_tools/api_accuracy_checker/compare/compare.py
+++ b/debug/accuracy_tools/api_accuracy_checker/compare/compare.py
@@ -1,9 +1,9 @@
 # 进行比对及结果展示
 import os 
 from prettytable import PrettyTable
-from .algorithm import compare_core, cosine_sim, cosine_standard 
-from ..common.utils import get_json_contents, print_error_log, print_info_log, write_csv
-from .compare_utils import CompareConst 
+from api_accuracy_checker.compare.algorithm import compare_core, cosine_sim, cosine_standard
+from api_accuracy_checker.common.utils import get_json_contents, print_error_log, print_info_log, write_csv
+from api_accuracy_checker.compare.compare_utils import CompareConst 
 
 class Comparator:
     TEST_FILE_NAME = "pretest_result.csv"
@@ -79,5 +79,5 @@ class Comparator:
 
     def _compare_core_wrapper(self, bench_out, npu_out):
         name = self.compare_alg_names[0]
-        detailed_result, test_success = compare_core(bench_out, npu_out, self.compare_lag[name][0])
+        detailed_result, test_success = compare_core(bench_out, npu_out, self.compare_alg[name][0])
         return test_success, detailed_result 
\ No newline at end of file
diff --git a/debug/accuracy_tools/api_accuracy_checker/dump/__init__.py b/debug/accuracy_tools/api_accuracy_checker/dump/__init__.py
index 397b31422b8c50489f4aa9afab7b09e0da5e864f..ea27681ec2cf441506bd997539da8755673c978d 100644
--- a/debug/accuracy_tools/api_accuracy_checker/dump/__init__.py
+++ b/debug/accuracy_tools/api_accuracy_checker/dump/__init__.py
@@ -1,7 +1,7 @@
-from ..hook_module.register_hook import initialize_hook
-from .dump import pretest_hook
-from .info_dump import initialize_output_json
-from .utils import set_dump_switch
+from api_accuracy_checker.hook_module.register_hook import initialize_hook
+from api_accuracy_checker.dump.dump import pretest_hook
+from api_accuracy_checker.dump.info_dump import initialize_output_json
+from api_accuracy_checker.dump.utils import set_dump_switch
 
 
 initialize_hook(pretest_hook)
diff --git a/debug/accuracy_tools/api_accuracy_checker/dump/api_info.py b/debug/accuracy_tools/api_accuracy_checker/dump/api_info.py
index ea27248cf35d53c37623375addb93e89a676ffa4..cff12e6b84abd03489706880fb6cfd89f5334906 100644
--- a/debug/accuracy_tools/api_accuracy_checker/dump/api_info.py
+++ b/debug/accuracy_tools/api_accuracy_checker/dump/api_info.py
@@ -2,8 +2,10 @@
 import inspect
 import torch
 import torch_npu
-from .utils import DumpUtil, DumpConst, write_npy
-from ..common.utils import print_error_log
+from api_accuracy_checker.common.config import msCheckerConfig
+from api_accuracy_checker.common.utils import print_error_log
+from api_accuracy_checker.common.config import msCheckerConfig
+from api_accuracy_checker.dump.utils import write_npy
 
 class APIInfo:
     def __init__(self, api_name):
@@ -46,7 +48,10 @@ class APIInfo:
             single_arg.update({'requires_grad': arg.requires_grad})
             
         else:
-            npy_path = write_npy(self.api_name, arg.contiguous().cpu().detach().numpy())
+            dump_path = msCheckerConfig.dump_path
+            real_data_path = os.path.join(dump_path, 'real_data')
+            file_path = os.path.join(real_data_path, self.api_name)
+            npy_path = write_npy(file_path, arg.contiguous().cpu().detach().numpy())
             single_arg.update({'type' : 'torch.Tensor'})
             single_arg.update({'datapath' : npy_path})
             single_arg.update({'requires_grad': arg.requires_grad})
diff --git a/debug/accuracy_tools/api_accuracy_checker/dump/dump.py b/debug/accuracy_tools/api_accuracy_checker/dump/dump.py
index ade72d3ebae88b5cf22e2f79577a21a5f4312ffb..e69c4b50ef548b51a816f5a5c2bfd9c50b4ae2e4 100644
--- a/debug/accuracy_tools/api_accuracy_checker/dump/dump.py
+++ b/debug/accuracy_tools/api_accuracy_checker/dump/dump.py
@@ -24,10 +24,10 @@ import torch
 import threading
 
 
-from .api_info import ForwardAPIInfo, BackwardAPIInfo
-from .info_dump import write_api_info_json 
-from .utils import DumpConst, DumpUtil
-from ..common.utils import print_warn_log, print_info_log, print_error_log
+from api_accuracy_checker.dump.api_info import ForwardAPIInfo, BackwardAPIInfo
+from api_accuracy_checker.dump.info_dump import write_api_info_json 
+from api_accuracy_checker.dump.utils import DumpConst, DumpUtil
+from api_accuracy_checker.common.utils import print_warn_log, print_info_log, print_error_log
 
 def pretest_info_dump(name, out_feat, module, phase):
     if not DumpUtil.dump_switch:
diff --git a/debug/accuracy_tools/api_accuracy_checker/dump/info_dump.py b/debug/accuracy_tools/api_accuracy_checker/dump/info_dump.py
index dc60fd2cb7dbfbf735c843371362fd2721e2a3f1..3a4ba69399528c5ca61b0aedf8212dab6f55e516 100644
--- a/debug/accuracy_tools/api_accuracy_checker/dump/info_dump.py
+++ b/debug/accuracy_tools/api_accuracy_checker/dump/info_dump.py
@@ -51,6 +51,9 @@ def initialize_output_json():
     dump_path = DumpUtil.dump_path
     check_file_or_directory_path(dump_path,True)
     files = ['forward_info.json', 'backward_info.json', 'stack_info.json']
+    if msCheckerConfig.real_data:
+        real_data_path = os.path.join(dump_path, 'real_data')
+        check_file_or_directory_path(real_data_path, True)
     for file in files:
         file_path = os.path.join(dump_path, file)
         if os.path.exists(file_path):
diff --git a/debug/accuracy_tools/api_accuracy_checker/dump/utils.py b/debug/accuracy_tools/api_accuracy_checker/dump/utils.py
index f9c7eeaf27ccd15f2183edcd54dd1e0fc86c670f..0dd469f47d477a79a125f00be4875a8435a492ea 100644
--- a/debug/accuracy_tools/api_accuracy_checker/dump/utils.py
+++ b/debug/accuracy_tools/api_accuracy_checker/dump/utils.py
@@ -3,7 +3,7 @@ import shutil
 import sys
 from pathlib import Path
 import numpy as np
-from ..common.utils import print_error_log, CompareException, DumpException, Const, get_time, print_info_log, \
+from api_accuracy_checker.common.utils import print_error_log, CompareException, DumpException, Const, get_time, print_info_log, \
     check_mode_valid, get_api_name_from_matcher
 
 class DumpConst:
diff --git a/debug/accuracy_tools/api_accuracy_checker/hook_module/register_hook.py b/debug/accuracy_tools/api_accuracy_checker/hook_module/register_hook.py
index ec5b4b55c6cc6990841bffc51193cb7063caaf6d..e59e3af66a4e5dfce0c386b312265b34ef0b77ee 100644
--- a/debug/accuracy_tools/api_accuracy_checker/hook_module/register_hook.py
+++ b/debug/accuracy_tools/api_accuracy_checker/hook_module/register_hook.py
@@ -16,7 +16,7 @@
 """
 import torch
 
-from . import wrap_torch, wrap_functional, wrap_tensor
+from api_accuracy_checker.hook_module import wrap_torch, wrap_functional, wrap_tensor
 
 
 def initialize_hook(hook):
diff --git a/debug/accuracy_tools/api_accuracy_checker/hook_module/wrap_functional.py b/debug/accuracy_tools/api_accuracy_checker/hook_module/wrap_functional.py
index 0eff94c34135f1fd979f1710437d9a1e8ce1f4f5..0429a6a4e74a5512dc8ea0a154f9ed7f4358959c 100644
--- a/debug/accuracy_tools/api_accuracy_checker/hook_module/wrap_functional.py
+++ b/debug/accuracy_tools/api_accuracy_checker/hook_module/wrap_functional.py
@@ -20,8 +20,8 @@ import os
 import torch
 import yaml
 
-from .hook_module import HOOKModule
-from ..common.utils import torch_device_guard
+from api_accuracy_checker.hook_module.hook_module import HOOKModule
+from api_accuracy_checker.common.utils import torch_device_guard
 
 cur_path = os.path.dirname(os.path.realpath(__file__))
 yaml_path = os.path.join(cur_path, "support_wrap_ops.yaml")
diff --git a/debug/accuracy_tools/api_accuracy_checker/hook_module/wrap_tensor.py b/debug/accuracy_tools/api_accuracy_checker/hook_module/wrap_tensor.py
index 07fbca8711d6a0ec8047c38f75f9b77b7c8e42a9..012c659bd64be76fbea09cdefeff355dc5916cae 100644
--- a/debug/accuracy_tools/api_accuracy_checker/hook_module/wrap_tensor.py
+++ b/debug/accuracy_tools/api_accuracy_checker/hook_module/wrap_tensor.py
@@ -20,8 +20,8 @@ import os
 import torch
 import yaml
 
-from .hook_module import HOOKModule
-from ..common.utils import torch_device_guard
+from api_accuracy_checker.hook_module.hook_module import HOOKModule
+from api_accuracy_checker.common.utils import torch_device_guard
 
 cur_path = os.path.dirname(os.path.realpath(__file__))
 yaml_path = os.path.join(cur_path, "support_wrap_ops.yaml")
diff --git a/debug/accuracy_tools/api_accuracy_checker/hook_module/wrap_torch.py b/debug/accuracy_tools/api_accuracy_checker/hook_module/wrap_torch.py
index 4684e40d8bcc37ee304ea22d2c8cf04d0372ef94..4903e56385afe1b7a1d2d24c196339bd7651ce9b 100644
--- a/debug/accuracy_tools/api_accuracy_checker/hook_module/wrap_torch.py
+++ b/debug/accuracy_tools/api_accuracy_checker/hook_module/wrap_torch.py
@@ -20,8 +20,8 @@ import os
 import torch
 import yaml
 
-from .hook_module import HOOKModule
-from ..common.utils import torch_device_guard
+from api_accuracy_checker.hook_module.hook_module import HOOKModule
+from api_accuracy_checker.common.utils import torch_device_guard
 
 cur_path = os.path.dirname(os.path.realpath(__file__))
 yaml_path = os.path.join(cur_path, "support_wrap_ops.yaml")
diff --git a/debug/accuracy_tools/api_accuracy_checker/run_ut/data_generate.py b/debug/accuracy_tools/api_accuracy_checker/run_ut/data_generate.py
index 0ca84b8971bc285b76948c50db168087d0a24248..9b34e51c4fe674b5e4ef02df2f1130489f367d2b 100644
--- a/debug/accuracy_tools/api_accuracy_checker/run_ut/data_generate.py
+++ b/debug/accuracy_tools/api_accuracy_checker/run_ut/data_generate.py
@@ -19,7 +19,7 @@ import os
 import torch
 import numpy as np
 
-from ..common.utils import Const, check_file_or_directory_path, check_object_type, print_warn_log, print_error_log, \
+from api_accuracy_checker.common.utils import check_file_or_directory_path, check_object_type, print_warn_log, print_error_log, \
     CompareException
 
 TENSOR_DATA_LIST = ["torch.Tensor", "torch.nn.parameter.Parameter"]
diff --git a/debug/accuracy_tools/api_accuracy_checker/run_ut/run_ut.py b/debug/accuracy_tools/api_accuracy_checker/run_ut/run_ut.py
index c25b2e1f3b59f6f5b51f73dd6b0a4059427d318c..c71b32cefe02418bc4148545d862921c18a7c773 100644
--- a/debug/accuracy_tools/api_accuracy_checker/run_ut/run_ut.py
+++ b/debug/accuracy_tools/api_accuracy_checker/run_ut/run_ut.py
@@ -1,12 +1,12 @@
 import argparse
 import os
 import sys
-sys.path.append("..")
+import torch_npu
 import yaml
 import torch
-from data_generate import gen_api_params, gen_args
-from common.utils import print_info_log, print_warn_log, get_json_contents, check_need_convert
-from compare.compare import Comparator
+from api_accuracy_checker.run_ut.data_generate import gen_api_params, gen_args
+from api_accuracy_checker.common.utils import print_info_log, print_warn_log, get_json_contents
+from api_accuracy_checker.compare.compare import Comparator
 
 cur_path = os.path.dirname(os.path.realpath(__file__))
 yaml_path = os.path.join(cur_path, "../hook_module/support_wrap_ops.yaml")