Traceback (most recent call last):
File "/usr/local/python-3.9.10/bin/amct_onnx", line 8, in <module>
sys.exit(main())
File "/usr/local/python-3.9.10/lib/python3.9/site-packages/amct_onnx/cmd_line_tools/command.py", line 140, in main
calibration_function(args_var)
File "/usr/local/python-3.9.10/lib/python3.9/site-packages/amct_onnx/cmd_line_tools/command.py", line 103, in calibration_function
evaluator.calibration(modified_model)
File "/usr/local/python-3.9.10/lib/python3.9/site-packages/amct_onnx/cmd_line_tools/command.py", line 50, in calibration
for data_map in data_handler.load_data(
File "/usr/local/python-3.9.10/lib/python3.9/site-packages/amct_onnx/common/cmd_line_utils/data_handler.py", line 59, in load_data
data_input = load_bin_data(data_file_name, data_types[index], data_shapes[index])
File "/usr/local/python-3.9.10/lib/python3.9/site-packages/amct_onnx/common/cmd_line_utils/data_handler.py", line 92, in load_bin_data
return np.fromfile(data_file_name, np_type_mapping.get(data_types)).reshape(data_shapes)
ValueError: cannot reshape array of size 107520000 into shape (1,3,640,640)
我的开发环境:
我的目标:
生成一个int8量化的yolov5 om模型
我的方案
参考链接
使用
命令将pt文件转化为onnx模型 使用amct命令将onnx模型量化 使用atc命令将onnx模型转化为om
遇到的问题
运行
命令时遇到报错
Traceback (most recent call last): File "/usr/local/python-3.9.10/bin/amct_onnx", line 8, in <module> sys.exit(main()) File "/usr/local/python-3.9.10/lib/python3.9/site-packages/amct_onnx/cmd_line_tools/command.py", line 140, in main calibration_function(args_var) File "/usr/local/python-3.9.10/lib/python3.9/site-packages/amct_onnx/cmd_line_tools/command.py", line 103, in calibration_function evaluator.calibration(modified_model) File "/usr/local/python-3.9.10/lib/python3.9/site-packages/amct_onnx/cmd_line_tools/command.py", line 50, in calibration for data_map in data_handler.load_data( File "/usr/local/python-3.9.10/lib/python3.9/site-packages/amct_onnx/common/cmd_line_utils/data_handler.py", line 59, in load_data data_input = load_bin_data(data_file_name, data_types[index], data_shapes[index]) File "/usr/local/python-3.9.10/lib/python3.9/site-packages/amct_onnx/common/cmd_line_utils/data_handler.py", line 92, in load_bin_data return np.fromfile(data_file_name, np_type_mapping.get(data_types)).reshape(data_shapes) ValueError: cannot reshape array of size 107520000 into shape (1,3,640,640)请教一下我的方案是否可行,以及我遇到的问题该如何解决。对于107520000这个数值的来源我查阅了一些资料仍然不清除。