.gitignore

@@ -45,7 +45,3 @@ win_driver/
 claude.md
 src/services/__pycache__/device_service.cpython-312.pyc
 src/__pycache__/config.cpython-312.pyc
-
-# Autoflow Agent（由 autoflow-agent init 自動產生）
-.claude/
-.autoflow/CLAUDE.md.backup.*

env.txt

@@ -2,16 +2,16 @@ absl-py==2.2.2
 altgraph==0.17.4
 astunparse==1.6.3
 audioread==3.0.1
-Brotli
-certifi
+Brotli @ file:///C:/b/abs_3d36mno480/croot/brotli-split_1714483178642/work
+certifi @ file:///C:/b/abs_1fw_exq1si/croot/certifi_1725551736618/work/certifi
 cffi==1.17.1
-charset-normalizer
+charset-normalizer @ file:///croot/charset-normalizer_1721748349566/work
 colorama==0.4.6
 coloredlogs==15.0.1
 contourpy==1.3.0
 cycler==0.12.1
 decorator==5.1.1
-filelock
+filelock @ file:///C:/Users/dev-admin/perseverance-python-buildout/croot/filelock_1701807523603/work
 flatbuffers==24.3.25
 fonttools==4.54.1
 fsspec==2025.3.2
@@ -20,12 +20,12 @@ google-pasta==0.2.0
 grpcio==1.71.0
 h5py==3.13.0
 humanfriendly==10.0
-idna
-Jinja2
+idna @ file:///C:/b/abs_aad84bnnw5/croot/idna_1714398896795/work
+Jinja2 @ file:///C:/b/abs_92fccttino/croot/jinja2_1716993447201/work
 joblib==1.4.2
-keras
-kiwisolver
-KneronPLUS @ file:///C:/Users/sungs/Downloads/kneron_plus_v3.1.2/kneron_plus/python/package/windows/KneronPLUS-3.1.2-py3-none-any.whl#sha256=826c6765c4b05080ddb39a6a3144021364fb19a12fbe160c4a31141de30063a8
+keras==3.9.2
+kiwisolver==1.4.7
+KneronPLUS @ file:///C:/Users/mason/Downloads/kneron_plus_v3.1.1/kneron_plus/python/package/windows/KneronPLUS-3.1.1-py3-none-any.whl#sha256=d31be87c9e565cab5590859c8a1ae6fabf96e7e153ad464442d1f613c29c1235
 lazy_loader==0.4
 libclang==18.1.1
 librosa==0.10.2.post1
@@ -33,21 +33,21 @@ llvmlite==0.43.0
 lz4==4.4.4
 Markdown==3.8
 markdown-it-py==3.0.0
-MarkupSafe
-matplotlib
+MarkupSafe @ file:///C:/Users/dev-admin/perseverance-python-buildout/croot/markupsafe_1707425732791/work
+matplotlib==3.9.2
 mdurl==0.1.2
-mkl-service
-mkl_fft
-mkl_random
+mkl-service==2.4.0
+mkl_fft @ file:///C:/b/abs_f55mv94vyg/croot/mkl_fft_1725370278455/work
+mkl_random @ file:///C:/b/abs_21ydbzdu8d/croot/mkl_random_1725370276095/work
 ml_dtypes==0.5.1
-mpmath
+mpmath @ file:///C:/Users/dev-admin/perseverance-python-buildout/croot/mpmath_1699484863771/work
 msgpack==1.1.0
 mtcnn==1.0.0
 namex==0.0.9
-networkx
+networkx @ file:///C:/b/abs_3bxnu56g9d/croot/networkx_1717597507456/work
 Nuitka==2.6.7
 numba==0.60.0
-numpy
+numpy==2.1.3
 onnx==1.17.0
 onnxruntime==1.19.2
 opencv-python==4.10.0.84
@@ -56,7 +56,7 @@ optree==0.15.0
 ordered-set==4.1.0
 packaging==24.1
 pefile==2023.2.7
-pillow
+pillow @ file:///C:/b/abs_32o8er3uqp/croot/pillow_1721059447598/work
 platformdirs==4.3.6
 pooch==1.8.2
 protobuf==5.28.2
@@ -72,11 +72,11 @@ PyQt5==5.15.11
 PyQt5-Qt5==5.15.2
 PyQt5_sip==12.15.0
 pyreadline3==3.5.4
-PySocks
+PySocks @ file:///C:/Users/dev-admin/perseverance-python-buildout/croot/pysocks_1699473336188/work
 python-dateutil==2.9.0.post0
 pywin32-ctypes==0.2.3
-PyYAML
-requests
+PyYAML @ file:///C:/b/abs_14xkfs39bx/croot/pyyaml_1728657968772/work
+requests @ file:///C:/b/abs_9frifg92q2/croot/requests_1721410901096/work
 rich==14.0.0
 scikit-learn==1.5.2
 scipy==1.14.1
@@ -88,18 +88,18 @@ soxr==0.5.0.post1
 sympy==1.13.1
 tensorboard==2.19.0
 tensorboard-data-server==0.7.2
-tensorflow
+tensorflow==2.19.0
 termcolor==3.1.0
 threadpoolctl==3.5.0
-torch
+torch==2.5.0
 torchaudio==2.5.0
 torchvision==0.20.0
 tqdm==4.66.5
-typing_extensions
-urllib3
+typing_extensions @ file:///C:/b/abs_0as9mdbkfl/croot/typing_extensions_1715268906610/work
+urllib3 @ file:///C:/b/abs_9a_f8h_bn2/croot/urllib3_1727769836930/work
 utils==1.0.2
 Werkzeug==3.1.3
 wheel==0.44.0
-win-inet-pton
+win-inet-pton @ file:///C:/Users/dev-admin/perseverance-python-buildout/croot/win_inet_pton_1699472992992/work
 wrapt==1.17.2
 zstandard==0.23.0

src/controllers/device_controller.py

@@ -9,6 +9,7 @@ from PyQt5.QtWidgets import QWidget, QListWidgetItem
 from PyQt5.QtGui import QPixmap, QIcon
 from PyQt5.QtCore import Qt
 import os
+import kp
 
 from src.services.device_service import check_available_device
 from src.config import UXUI_ASSETS, DongleModelMap, DongleIconMap, FW_DIR
@@ -244,7 +245,6 @@ class DeviceController:
                 return False
 
             # Connect to device
-            import kp
             print('[Connecting device]')
             self.device_group = kp.core.connect_devices(usb_port_ids=[usb_port_id])
             print(' - Connection successful')
@@ -279,7 +279,6 @@ class DeviceController:
         """
         if self.device_group:
             try:
-                import kp
                 print('[Disconnecting device]')
                 kp.core.disconnect_devices(device_group=self.device_group)
                 print(' - Disconnected')

src/services/device_service.py

@@ -5,6 +5,7 @@ This module provides device scanning functionality with timeout mechanism
 for detecting connected Kneron devices.
 """
 
+import kp
 import threading
 
 
@@ -21,12 +22,12 @@ class EmptyDescriptor:
         self.device_descriptor_list = []
 
 
-def check_available_device(timeout=5.0):
+def check_available_device(timeout=0.5):
     """
     Scan for available Kneron devices with timeout mechanism.
 
     Args:
-        timeout (float): Timeout in seconds (default 5.0).
+        timeout (float): Timeout in seconds (default 0.5).
 
     Returns:
         Device descriptor object containing found devices,
@@ -37,7 +38,6 @@ def check_available_device(timeout=5.0):
 
     def scan_devices():
         try:
-            import kp
             result[0] = kp.core.scan_devices()
         except Exception as e:
             error[0] = e