fengquanli / resnetgpt Goto Github PK

如果是cuda启动不了可以尝试吧代码里的 “ cuda(device) ” 换成 “ cpu() ”
需要更改的文件大概有三个，改完运行就可以了 ( ❛⃘ ∨ ❜⃘⃘ )੭⁂

修改完之后可能造成无法自动启动“ scrcpy ”，没启动scrcpy那就先手动启动scrcpy在执行“训练数据截取_A.py”

项目运行环境不一定并没有主页描述的那么高，cpu-i3-8100显卡英达伟1G都跑得起来ヾ(Ő∀Ő๑)ﾉ

谢谢作者了

谢谢

C:\Users\25634\Desktop\深度学习\venv\Scripts\python.exe C:/Users/25634/Desktop/深度学习/训练数据截取_A.py
2021-01-22 17:06:03.123 | INFO | pyminitouch.utils:is_device_connected:56 - device AQM-AL10 online
2021-01-22 17:06:03.123 | INFO | pyminitouch.connection:init:87 - searching a usable port ...
2021-01-22 17:06:05.137 | INFO | pyminitouch.connection:init:89 - device GEY6R20327000152 bind to port 20850
2021-01-22 17:06:05.212 | INFO | pyminitouch.connection:get_abi:35 - device GEY6R20327000152 is arm64-v8a
2021-01-22 17:06:05.285 | INFO | pyminitouch.connection:init:27 - minitouch already existed in GEY6R20327000152
2021-01-22 17:06:05.286 | DEBUG | pyminitouch.connection:_forward_port:128 - forward command: adb -s GEY6R20327000152 forward tcp:20850 localabstract:minitouch
2021-01-22 17:06:05.325 | DEBUG | pyminitouch.connection:_forward_port:130 - output: b'20850\r\n'
2021-01-22 17:06:05.326 | INFO | pyminitouch.connection:_start_mnt:141 - start minitouch: adb -s GEY6R20327000152 shell /data/local/tmp/minitouch
open: Permission denied
Unable to open device /dev/input/mice for inspectionopen: Permission denied
Unable to open device /dev/input/mouse0 for inspectionopen: Permission denied
Unable to open device /dev/input/event2 for inspectionopen: Permission denied
Unable to open device /dev/input/event3 for inspectionopen: Permission denied
Unable to open device /dev/input/event1 for inspectionopen: Permission denied
Unable to open device /dev/input/event4 for inspectionopen: Permission denied
Unable to open device /dev/input/event0 for inspectionUnable to find a suitable touch device
Traceback (most recent call last):
File "C:/Users/25634/Desktop/深度学习/训练数据截取_A.py", line 186, in
设备 = MyMNTDevice(_DEVICE_ID)
File "C:\Users\25634\Desktop\深度学习\运行辅助.py", line 10, in init
MNTDevice.init(self,ID)
File "C:\Users\25634\Desktop\深度学习\venv\lib\site-packages\pyminitouch\actions.py", line 117, in init
self.start()
File "C:\Users\25634\Desktop\深度学习\venv\lib\site-packages\pyminitouch\actions.py", line 125, in start
self.server = MNTServer(self.device_id)
File "C:\Users\25634\Desktop\深度学习\venv\lib\site-packages\pyminitouch\connection.py", line 103, in init
), "minitouch did not work. see williamfzc/pyminitouch#11"
AssertionError: minitouch did not work. see williamfzc/pyminitouch#11

这套程序是否可以实现自动抢各大平台发售的茅台酒。比如可以打开苏宁的 App、自动预约、到时间自己点抢购按钮，出现的弹出框可以自动关闭等等，我现在用 Android 的辅助服务可以实现，但是灵活性不强，如果真的可以像人类这样操作的话可以节省很多修性代码的工作量。

Traceback (most recent call last):
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\connectionpool.py", line 706, in urlopen
chunked=chunked,
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\connectionpool.py", line 382, in _make_request
self.validate_conn(conn)
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\connectionpool.py", line 1010, in validate_conn
conn.connect()
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\connection.py", line 421, in connect
tls_in_tls=tls_in_tls,
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\util\ssl.py", line 429, in ssl_wrap_socket
sock, context, tls_in_tls, server_hostname=server_hostname
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\util\ssl.py", line 472, in _ssl_wrap_socket_impl
return ssl_context.wrap_socket(sock, server_hostname=server_hostname)
File "D:\Anaconda\envs\pytorch\lib\ssl.py", line 407, in wrap_socket
_context=self, _session=session)
File "D:\Anaconda\envs\pytorch\lib\ssl.py", line 817, in init
self.do_handshake()
File "D:\Anaconda\envs\pytorch\lib\ssl.py", line 1077, in do_handshake
self._sslobj.do_handshake()
File "D:\Anaconda\envs\pytorch\lib\ssl.py", line 689, in do_handshake
self._sslobj.do_handshake()
ConnectionResetError: [WinError 10054] 远程主机强迫关闭了一个现有的连接。

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "D:\Anaconda\envs\pytorch\lib\site-packages\requests\adapters.py", line 449, in send
timeout=timeout
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\connectionpool.py", line 756, in urlopen
method, url, error=e, _pool=self, _stacktrace=sys.exc_info()[2]
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\util\retry.py", line 531, in increment
raise six.reraise(type(error), error, _stacktrace)
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\packages\six.py", line 734, in reraise
raise value.with_traceback(tb)
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\connectionpool.py", line 706, in urlopen
chunked=chunked,
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\connectionpool.py", line 382, in _make_request
self.validate_conn(conn)
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\connectionpool.py", line 1010, in validate_conn
conn.connect()
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\connection.py", line 421, in connect
tls_in_tls=tls_in_tls,
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\util\ssl.py", line 429, in ssl_wrap_socket
sock, context, tls_in_tls, server_hostname=server_hostname
File "D:\Anaconda\envs\pytorch\lib\site-packages\urllib3\util\ssl.py", line 472, in _ssl_wrap_socket_impl
return ssl_context.wrap_socket(sock, server_hostname=server_hostname)
File "D:\Anaconda\envs\pytorch\lib\ssl.py", line 407, in wrap_socket
_context=self, _session=session)
File "D:\Anaconda\envs\pytorch\lib\ssl.py", line 817, in init
self.do_handshake()
File "D:\Anaconda\envs\pytorch\lib\ssl.py", line 1077, in do_handshake
self._sslobj.do_handshake()
File "D:\Anaconda\envs\pytorch\lib\ssl.py", line 689, in do_handshake
self._sslobj.do_handshake()
urllib3.exceptions.ProtocolError: ('Connection aborted.', ConnectionResetError(10054, '远程主机强迫关闭了一个现有的连接。', None, 10054, None))

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "C:/Users/86188/Downloads/ResnetGPT-master/训练数据截取_A.py", line 187, in
设备 = MyMNTDevice(_DEVICE_ID)
File "C:\Users\86188\Downloads\ResnetGPT-master\运行辅助.py", line 12, in init
MNTDevice.init(self,ID)
File "D:\Anaconda\envs\pytorch\lib\site-packages\pyminitouch\actions.py", line 117, in init
self.start()
File "D:\Anaconda\envs\pytorch\lib\site-packages\pyminitouch\actions.py", line 125, in start
self.server = MNTServer(self.device_id)
File "D:\Anaconda\envs\pytorch\lib\site-packages\pyminitouch\connection.py", line 92, in init
self.installer = MNTInstaller(device_id)
File "D:\Anaconda\envs\pytorch\lib\site-packages\pyminitouch\connection.py", line 29, in init
self.download_target_mnt()
File "D:\Anaconda\envs\pytorch\lib\site-packages\pyminitouch\connection.py", line 42, in download_target_mnt
mnt_path = download_file(target_url)
File "D:\Anaconda\envs\pytorch\lib\site-packages\pyminitouch\utils.py", line 17, in download_file
resp = requests.get(target_url)
File "D:\Anaconda\envs\pytorch\lib\site-packages\requests\api.py", line 76, in get
return request('get', url, params=params, **kwargs)
File "D:\Anaconda\envs\pytorch\lib\site-packages\requests\api.py", line 61, in request
return session.request(method=method, url=url, **kwargs)
File "D:\Anaconda\envs\pytorch\lib\site-packages\requests\sessions.py", line 542, in request
resp = self.send(prep, **send_kwargs)
File "D:\Anaconda\envs\pytorch\lib\site-packages\requests\sessions.py", line 677, in send
history = [resp for resp in gen]
File "D:\Anaconda\envs\pytorch\lib\site-packages\requests\sessions.py", line 677, in
history = [resp for resp in gen]
File "D:\Anaconda\envs\pytorch\lib\site-packages\requests\sessions.py", line 245, in resolve_redirects
**adapter_kwargs
File "D:\Anaconda\envs\pytorch\lib\site-packages\requests\sessions.py", line 655, in send
r = adapter.send(request, **kwargs)
File "D:\Anaconda\envs\pytorch\lib\site-packages\requests\adapters.py", line 498, in send
raise ConnectionError(err, request=request)
requests.exceptions.ConnectionError: ('Connection aborted.', ConnectionResetError(10054, '远程主机强迫关闭了一个现有的连接。', None, 10054, None))

对于有的人来说，数据线常常会断。所以，我打算通过网络adb或者更加直接的是直接在系统上搭建虚拟机，但实际上虚拟机（安卓8）是特别占有内存，所以也就放弃了。
那么网络adb接手机的虚拟机安卓呢？不然时不时数据线将断了。

你好，看到你这个项目让我还挺惊喜的，因为2年前我也做了一个类似的项目是训练一个AI去玩荒野乱斗。不过最后因为训练效率太低（主要是因为没有一个类似围棋或者象棋的模拟器）就搁浅了。

请问你对于这种手游（尤其是没有开源的后端API）训练效率有什么好的提升方法？

大部分时间英雄是停止状态，偶尔来回转转，放个技能啥的？和你发的视频完全不一致，请问什么原因？

``Python 3.8.7 (tags/v3.8.7:6503f05, Dec 21 2020, 17:59:51) [MSC v.1928 64 bit (AMD64)] on win32
runfile('F:/code/python/ResnetGPT-master/训练数据截取_A.py', wdir='F:/code/python/ResnetGPT-master')
2021-01-22 00:48:52.222 | INFO | pyminitouch.utils:is_device_connected:56 - device MI 9 online
2021-01-22 00:48:52.223 | INFO | pyminitouch.connection:init:87 - searching a usable port ...
2021-01-22 00:48:54.224 | INFO | pyminitouch.connection:init:89 - device emulator-5554 bind to port 20519
2021-01-22 00:48:54.311 | INFO | pyminitouch.connection:get_abi:35 - device emulator-5554 is x86
2021-01-22 00:48:54.439 | INFO | pyminitouch.connection:get_abi:35 - device emulator-5554 is x86
2021-01-22 00:48:54.439 | INFO | pyminitouch.connection:download_target_mnt:41 - target minitouch url: https://github.com/williamfzc/stf-binaries/raw/master/node_modules/minitouch-prebuilt/prebuilt/x86/bin/minitouch
Traceback (most recent call last):
File "D:\软件\python3.8\lib\site-packages\urllib3\connection.py", line 169, in _new_conn
conn = connection.create_connection(
File "D:\软件\python3.8\lib\site-packages\urllib3\util\connection.py", line 73, in create_connection
for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM):
File "D:\软件\python3.8\lib\socket.py", line 918, in getaddrinfo
for res in _socket.getaddrinfo(host, port, family, type, proto, flags):
socket.gaierror: [Errno 11004] getaddrinfo failed
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "D:\软件\python3.8\lib\site-packages\urllib3\connectionpool.py", line 699, in urlopen
httplib_response = self._make_request(
File "D:\软件\python3.8\lib\site-packages\urllib3\connectionpool.py", line 382, in _make_request
self._validate_conn(conn)
File "D:\软件\python3.8\lib\site-packages\urllib3\connectionpool.py", line 1010, in _validate_conn
conn.connect()
File "D:\软件\python3.8\lib\site-packages\urllib3\connection.py", line 353, in connect
conn = self._new_conn()
File "D:\软件\python3.8\lib\site-packages\urllib3\connection.py", line 181, in _new_conn
raise NewConnectionError(
urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPSConnection object at 0x0000014CFF1E7850>: Failed to establish a new connection: [Errno 11004] getaddrinfo failed
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "D:\软件\python3.8\lib\site-packages\requests\adapters.py", line 439, in send
resp = conn.urlopen(
File "D:\软件\python3.8\lib\site-packages\urllib3\connectionpool.py", line 755, in urlopen
retries = retries.increment(
File "D:\软件\python3.8\lib\site-packages\urllib3\util\retry.py", line 573, in increment
raise MaxRetryError(_pool, url, error or ResponseError(cause))
urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='raw.githubusercontent.com', port=443): Max retries exceeded with url: /williamfzc/stf-binaries/master/node_modules/minitouch-prebuilt/prebuilt/x86/bin/minitouch (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x0000014CFF1E7850>: Failed to establish a new connection: [Errno 11004] getaddrinfo failed'))
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "", line 1, in
File "D:\软件\pycharm\pycharmpj_180908(1)\plugins\python\helpers\pydev_pydev_bundle\pydev_umd.py", line 197, in runfile
pydev_imports.execfile(filename, global_vars, local_vars) # execute the script
File "D:\软件\pycharm\pycharmpj_180908(1)\plugins\python\helpers\pydev_pydev_imps_pydev_execfile.py", line 18, in execfile
exec(compile(contents+"\n", file, 'exec'), glob, loc)
File "F:/code/python/ResnetGPT-master/训练数据截取_A.py", line 188, in
设备 = MyMNTDevice(_DEVICE_ID)
File "F:\code\python\ResnetGPT-master\运行辅助.py", line 10, in init
MNTDevice.init(self,ID)
File "D:\软件\python3.8\lib\site-packages\pyminitouch\actions.py", line 117, in init
self.start()
File "D:\软件\python3.8\lib\site-packages\pyminitouch\actions.py", line 125, in start
self.server = MNTServer(self.device_id)
File "D:\软件\python3.8\lib\site-packages\pyminitouch\connection.py", line 92, in init
self.installer = MNTInstaller(device_id)
File "D:\软件\python3.8\lib\site-packages\pyminitouch\connection.py", line 29, in init
self.download_target_mnt()
File "D:\软件\python3.8\lib\site-packages\pyminitouch\connection.py", line 42, in download_target_mnt
mnt_path = download_file(target_url)
File "D:\软件\python3.8\lib\site-packages\pyminitouch\utils.py", line 17, in download_file
resp = requests.get(target_url)
File "D:\软件\python3.8\lib\site-packages\requests\api.py", line 76, in get
return request('get', url, params=params, **kwargs)
File "D:\软件\python3.8\lib\site-packages\requests\api.py", line 61, in request
return session.request(method=method, url=url, **kwargs)
File "D:\软件\python3.8\lib\site-packages\requests\sessions.py", line 542, in request
resp = self.send(prep, **send_kwargs)
File "D:\软件\python3.8\lib\site-packages\requests\sessions.py", line 677, in send
history = [resp for resp in gen]
File "D:\软件\python3.8\lib\site-packages\requests\sessions.py", line 677, in
history = [resp for resp in gen]
File "D:\软件\python3.8\lib\site-packages\requests\sessions.py", line 237, in resolve_redirects
resp = self.send(
File "D:\软件\python3.8\lib\site-packages\requests\sessions.py", line 655, in send
r = adapter.send(request, **kwargs)
File "D:\软件\python3.8\lib\site-packages\requests\adapters.py", line 516, in send
raise ConnectionError(e, request=request)
requests.exceptions.ConnectionError: HTTPSConnectionPool(host='raw.githubusercontent.com', port=443): Max retries exceeded with url: /williamfzc/stf-binaries/master/node_modules/minitouch-prebuilt/prebuilt/x86/bin/minitouch (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x0000014CFF1E7850>: Failed to establish a new connection: [Errno 11004] getaddrinfo failed'))

您好，很棒的工作，我最近也在做一些小游戏RL相关的代码，有一些代码问题想要请教一下。注意到您采用桌面截图的方式获得环境数据，这样是不是大概一秒才能完成一次截图呢？您是否有更好的截图建议呢？

对于你这个项目比较感兴趣。请联系[email protected] gaofei

买不到卡呜呜呜😭

很不错的想法，谢谢使用 pyminitouch ：）

回应下android Q 之后不能使用的问题：

• minitouch 本身是需要编译使用的
• pyminitouch 目前直接采用了三方预编译的仓库，而仓库并没有及时更新导致了 android q 之后的文件都找不到
• 如果需要使用，可以在新的仓库找到你需要的 so 文件。后续有空我再将so同步过去吧，当然如果有好心人有空PR下最好了
• 或者直接在这里改一下仓库地址试试：https://github.com/williamfzc/pyminitouch/blob/38eaa5443d380a9d1161697b70ec4c454951ab06/pyminitouch/config.py#L15

各种链接：

• 现仓库地址：https://github.com/williamfzc/stf-binaries
• 新仓库地址：https://github.com/openatx/stf-binaries
• pyminitouch：https://github.com/williamfzc/pyminitouch

两个种方式均为找不到设备，有没有人遇到过这样的问题。又是怎么解决的呢

手动填写设备ID的错误内容：
D:\Python\Python37\python.exe D:/Python/AI王者荣耀-m/ResnetGPT/训练数据截取_A.py
设备ID= ***********
error: device '**********' not found
Traceback (most recent call last):
File "D:/Python/AI王者荣耀-m/ResnetGPT/训练数据截取_A.py", line 194, in
设备 = MyMNTDevice(_DEVICE_ID)
File "D:\Python\AI王者荣耀-m\ResnetGPT\运行辅助.py", line 10, in init
MNTDevice.init(self,ID)
File "D:\Python\Python37\lib\site-packages\pyminitouch\actions.py", line 117, in init
self.start()
File "D:\Python\Python37\lib\site-packages\pyminitouch\actions.py", line 125, in start
self.server = MNTServer(self.device_id)
File "D:\Python\Python37\lib\site-packages\pyminitouch\connection.py", line 84, in init
assert is_device_connected(device_id)
AssertionError

自动获取设备ID出现错误：
2021-06-03 10:01:19.255 | INFO | pyminitouch.utils:is_device_connected:56 - device 手机型号 online
2021-06-03 10:01:19.255 | INFO | pyminitouch.connection:init:87 - searching a usable port ...
2021-06-03 10:01:21.256 | INFO | pyminitouch.connection:init:89 - device ['4c9f728c'] bind to port 20872
2021-06-03 10:01:21.294 | INFO | pyminitouch.connection:get_abi:35 - device ['4c9f728c'] is error: device '['']' not found
2021-06-03 10:01:21.382 | INFO | pyminitouch.connection:init:27 - minitouch already existed in ['']
Traceback (most recent call last):
File "D:/Python/AI王者荣耀-m/ResnetGPT/训练数据截取_A.py", line 194, in
设备 = MyMNTDevice(_DEVICE_ID)
File "D:\Python\AI王者荣耀-m\ResnetGPT\运行辅助.py", line 10, in init
MNTDevice.init(self,ID)
File "D:\Python\Python37\lib\site-packages\pyminitouch\actions.py", line 117, in init
self.start()
File "D:\Python\Python37\lib\site-packages\pyminitouch\actions.py", line 125, in start
self.server = MNTServer(self.device_id)
File "D:\Python\Python37\lib\site-packages\pyminitouch\connection.py", line 95, in init
self._forward_port()
File "D:\Python\Python37\lib\site-packages\pyminitouch\connection.py", line 128, in _forward_port
logger.debug("forward command: {}".format(" ".join(command_list)))
TypeError: sequence item 2: expected str instance, list found

请问您多少gpu多少cpu，训练100局要多长时间？

执行“训练数据截取_A”后报错:
Traceback (most recent call last):
File "E:\AI王者荣耀\ResnetGPT-master\训练数据截取_A.py", line 3, in
import torchvision
File "E:\AI王者荣耀\ResnetGPT-master\torchvision_init_.py", line 1, in
from torchvision import models
File "E:\AI王者荣耀\ResnetGPT-master\torchvision\models_init_.py", line 1, in
from .alexnet import *
File "E:\AI王者荣耀\ResnetGPT-master\torchvision\models\alexnet.py", line 1, in
import torch.nn as nn
File "E:\AI王者荣耀\ResnetGPT-master\torch_init_.py", line 218, in
''').strip()) from None
ImportError: Failed to load PyTorch C extensions:
It appears that PyTorch has loaded the torch/_C folder
of the PyTorch repository rather than the C extensions which
are expected in the torch._C namespace. This can occur when
using the install workflow. e.g.
$ python setup.py install && python -c "import torch"

This error can generally be solved using the `develop` workflow
    $ python setup.py develop && python -c "import torch"  # This should succeed
or by running Python from a different directory.

我把下的第三方库文件夹也放在项目根目录里，scrcpy环境变量也配置好了但是也报错：

错误: 没有找到进程 "scrcpy.exe"。
错误: 无法终止进程 "adb.exe"，其 PID 为 15344。
原因: 拒绝访问。
'scrcpy' 不是内部或外部命令，也不是可运行的程序
或批处理文件。

或者这样：
INFO: scrcpy 1.17 https://github.com/Genymobile/scrcpy
adb: error: failed to get feature set: no devices/emulators found
ERROR: "adb push" returned with value 1

另外那个_DEVICE_ID是怎么找的，因为没一个程序运行起来，界面也看不到。

AI玩王者数据汇总，开贴汇集数据。
如果您想分享训练数据 回复包含数据的网盘地址和密码即可。
这里先分享我的部分数据
局数：约150局（每局数据大小几百兆到2G不等）
等级：青铜人机
英雄：后裔
是否预处理 ：含图片且有预处理

百度网盘
链接： https://pan.baidu.com/s/19fG_1jK4xBThtmrCg-u4rg
提取码：eytn

是不是版本依赖的问题，作者可以解决一下么，还有您的torchtext用的哪个版本啊

谁知道图像识别在哪里？源码里没看到啊

C:\Users\Administrator>python D:\ai\ResnetGPT-master\训练数据截取_A.py
Traceback (most recent call last):
File "D:\ai\ResnetGPT-master\训练数据截取_A.py", line 5, in
from Batch import create_masks
File "D:\ai\ResnetGPT-master\Batch.py", line 32, in
class MyIterator(data.Iterator):
AttributeError: module 'torchtext.data' has no attribute 'Iterator'

使用miniconda安装的环境，python3.7 ,torchtext-0.9.1,torchvision 等，请问这个报错是什么原因？库的版本问题么

adb.exe: device 'e6bf1f555f54eb85' not found
Traceback (most recent call last):
File "D:\ResnetGPT-master\训练数据截取_A.py", line 186, in
设备 = MyMNTDevice(_DEVICE_ID)
File "D:\ResnetGPT-master\运行辅助.py", line 10, in init
MNTDevice.init(self,ID)
File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\pyminitouch\actions.py", line 117, in init
self.start()
File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\pyminitouch\actions.py", line 125, in start
self.server = MNTServer(self.device_id)
File "C:\Users\Administrator\AppData\Local\Programs\Python\Python39\lib\site-packages\pyminitouch\connection.py", line 84, in init
assert is_device_connected(device_id)

Traceback (most recent call last):
File "D:\代码\ResnetGPT-master\训练数据截取_A.py", line 5, in
from Batch import create_masks
File "D:\代码\ResnetGPT-master\Batch.py", line 32, in
class MyIterator(data.Iterator):
AttributeError: module 'torchtext.data' has no attribute 'Iterator'

显示在class MyIterator(data.Iterator):这个类里面没有iterator属性，求解

Traceback (most recent call last):
File "F:\python\python_honorAI\训练数据截取_A.py", line 5, in
from Batch import create_masks
File "F:\python\python_honorAI\Batch.py", line 31, in
class MyIterator(data.Iterator):
AttributeError: module 'torchtext.data' has no attribute 'Iterator'

具体报错如下
这是第一个错误
Type A touch device huawei,ts_kit (720x1560 with 11 contacts) detected on /dev/input/event2 (score 21059)
Note: hard-limiting maximum number of contacts to 10
这是第二个错误
Connection established
Traceback (most recent call last):
File "C:/Users/25634/Desktop/深度学习/训练数据截取_A.py", line 188, in
mod = torchvision.models.resnet101(pretrained=True).eval().cuda(device).requires_grad_(False)
File "C:\Users\25634\Desktop\深度学习\venv\lib\site-packages\torch\nn\modules\module.py", line 463, in cuda
return self._apply(lambda t: t.cuda(device))
File "C:\Users\25634\Desktop\深度学习\venv\lib\site-packages\torch\nn\modules\module.py", line 359, in _apply
module._apply(fn)
File "C:\Users\25634\Desktop\深度学习\venv\lib\site-packages\torch\nn\modules\module.py", line 381, in _apply
param_applied = fn(param)
File "C:\Users\25634\Desktop\深度学习\venv\lib\site-packages\torch\nn\modules\module.py", line 463, in
return self._apply(lambda t: t.cuda(device))
RuntimeError: Invalid device, must be cuda device

http://xiazai.cnsafet.cn/1.png

提示minitouch没在工作，进了提示的'https://github.com/williamfzc/pyminitouch/issues/11'网址也没找到有效的解决方案

2021-06-04 09:06:47.653 | INFO | pyminitouch.utils:is_device_connected:56 - device SKR-A0 online
2021-06-04 09:06:47.653 | INFO | pyminitouch.connection:init:87 - searching a usable port ...
2021-06-04 09:06:49.661 | INFO | pyminitouch.connection:init:89 - device ***** bind to port 20487
2021-06-04 09:06:49.759 | INFO | pyminitouch.connection:get_abi:35 - device ***** is arm64-v8a
2021-06-04 09:06:49.838 | INFO | pyminitouch.connection:init:27 - minitouch already existed in *****
2021-06-04 09:06:49.838 | DEBUG | pyminitouch.connection:_forward_port:128 - forward command: adb -s ***** forward tcp:20487 localabstract:minitouch
2021-06-04 09:06:49.864 | DEBUG | pyminitouch.connection:_forward_port:130 - output: b'20487\r\n'
2021-06-04 09:06:49.864 | INFO | pyminitouch.connection:_start_mnt:141 - start minitouch: adb -s ***** shell /data/local/tmp/minitouch
/data/local/tmp/minitouch[5]: syntax error: unexpected 'newline'
Traceback (most recent call last):
File "D:/PythonWork/AI王者荣耀/ResnetGPT/训练数据截取_A.py", line 195, in
设备 = MyMNTDevice(_DEVICE_ID)
File "D:\PythonWork\AI王者荣耀\ResnetGPT\运行辅助.py", line 10, in init
MNTDevice.init(self,ID)
File "D:\Python\Python37\lib\site-packages\pyminitouch\actions.py", line 117, in init
self.start()
File "D:\Python\Python37\lib\site-packages\pyminitouch\actions.py", line 125, in start
self.server = MNTServer(self.device_id)
File "D:\Python\Python37\lib\site-packages\pyminitouch\connection.py", line 103, in init
), "minitouch did not work. see williamfzc/pyminitouch#11"
AssertionError: minitouch did not work. see williamfzc/pyminitouch#11

Traceback (most recent call last): File "/home/greenhandzdl/Desktop/ResnetGPT/训练数据截取_A.py", line 12, in <module> from 运行辅助 import * File "/home/greenhandzdl/Desktop/ResnetGPT/运行辅助.py", line 1, in <module> import win32gui, win32ui, win32con ModuleNotFoundError: No module named 'win32gui'
然后我
`
┌─[root@GreenhandzdlsWindow]─[/home/greenhandzdl/Desktop/ResnetGPT]
└──╼ #pip install win32gui win32ui win32con
ERROR: Introspect error on :1.1:/modules/kwalletd5: dbus.exceptions.DBusException: org.freedesktop.DBus.Error.NoReply: Message recipient disconnected from message bus without replying
WARNING: Keyring is skipped due to an exception: Failed to open keyring: org.freedesktop.DBus.Error.ServiceUnknown: The name :1.1 was not provided by any .service files.
Collecting win32gui
Using cached win32gui-221.5.tar.gz (605 kB)
Installing build dependencies ... done
Getting requirements to build wheel ... error
ERROR: Command errored out with exit status 1:
command: /usr/bin/python3 /tmp/tmpl4bralee_in_process.py get_requires_for_build_wheel /tmp/tmp6ks_qi5p
cwd: /tmp/pip-install-oev5_sxb/win32gui_5a95d9aa821a43098bbd50354ab86e00
Complete output (20 lines):
Traceback (most recent call last):
File "/tmp/tmpl4bralee_in_process.py", line 280, in
main()
File "/tmp/tmpl4bralee_in_process.py", line 263, in main
json_out['return_val'] = hook(**hook_input['kwargs'])
File "/tmp/tmpl4bralee_in_process.py", line 114, in get_requires_for_build_wheel
return hook(config_settings)
File "/tmp/pip-build-env-1x59y7q1/overlay/lib/python3.9/site-packages/setuptools/build_meta.py", line 154, in get_requires_for_build_wheel
return self._get_build_requires(
File "/tmp/pip-build-env-1x59y7q1/overlay/lib/python3.9/site-packages/setuptools/build_meta.py", line 135, in _get_build_requires
self.run_setup()
File "/tmp/pip-build-env-1x59y7q1/overlay/lib/python3.9/site-packages/setuptools/build_meta.py", line 258, in run_setup
super(_BuildMetaLegacyBackend,
File "/tmp/pip-build-env-1x59y7q1/overlay/lib/python3.9/site-packages/setuptools/build_meta.py", line 150, in run_setup
exec(compile(code, file, 'exec'), locals())
File "setup.py", line 27, in
from win32.distutils.gui import win32gui_build_ext
File "/tmp/pip-install-oev5_sxb/win32gui_5a95d9aa821a43098bbd50354ab86e00/win32/distutils/gui.py", line 4, in
import winreg
ModuleNotFoundError: No module named 'winreg'

WARNING: Discarding https://files.pythonhosted.org/packages/b8/75/7bed82934e51903f9d48b26b3996161bb2dce1731607b4bb7fd26003ed3e/win32gui-221.5.tar.gz#sha256=b2be0885d526d70b3f9a62f4005e9452cdb4bce67e117f4c14e7aa684bc5b2a5 (from https://pypi.org/simple/win32gui/). Command errored out with exit status 1: /usr/bin/python3 /tmp/tmpl4bralee_in_process.py get_requires_for_build_wheel /tmp/tmp6ks_qi5p Check the logs for full command output.
Using cached win32gui-221.4.tar.gz (605 kB)
Installing build dependencies ... done
Getting requirements to build wheel ... error
ERROR: Command errored out with exit status 1:
command: /usr/bin/python3 /tmp/tmpotx8n9vp_in_process.py get_requires_for_build_wheel /tmp/tmp7riwy8s4
cwd: /tmp/pip-install-oev5_sxb/win32gui_735679b337704fcd8b411d70877080db
Complete output (20 lines):
Traceback (most recent call last):
File "/tmp/tmpotx8n9vp_in_process.py", line 280, in
main()
File "/tmp/tmpotx8n9vp_in_process.py", line 263, in main
json_out['return_val'] = hook(**hook_input['kwargs'])
File "/tmp/tmpotx8n9vp_in_process.py", line 114, in get_requires_for_build_wheel
return hook(config_settings)
File "/tmp/pip-build-env-tjjj0a_u/overlay/lib/python3.9/site-packages/setuptools/build_meta.py", line 154, in get_requires_for_build_wheel
return self._get_build_requires(
File "/tmp/pip-build-env-tjjj0a_u/overlay/lib/python3.9/site-packages/setuptools/build_meta.py", line 135, in _get_build_requires
self.run_setup()
File "/tmp/pip-build-env-tjjj0a_u/overlay/lib/python3.9/site-packages/setuptools/build_meta.py", line 258, in run_setup
super(_BuildMetaLegacyBackend,
File "/tmp/pip-build-env-tjjj0a_u/overlay/lib/python3.9/site-packages/setuptools/build_meta.py", line 150, in run_setup
exec(compile(code, file, 'exec'), locals())
File "setup.py", line 26, in
from win32.distutils.gui import win32gui_build_ext
File "/tmp/pip-install-oev5_sxb/win32gui_735679b337704fcd8b411d70877080db/win32/distutils/gui.py", line 4, in
import winreg
ModuleNotFoundError: No module named 'winreg'

WARNING: Discarding https://files.pythonhosted.org/packages/82/93/e3908020a82c2a628ecc05faad79aa947f22eee672f272622ca7ad4d7bf3/win32gui-221.4.tar.gz#sha256=91d1df0a00c8dbbc82bfd8a04039bd26a96d2119307ceb695d1b356f478cecee (from https://pypi.org/simple/win32gui/). Command errored out with exit status 1: /usr/bin/python3 /tmp/tmpotx8n9vp_in_process.py get_requires_for_build_wheel /tmp/tmp7riwy8s4 Ch``eck the logs for full command output.
Using cached win32gui-221.3.tar.gz (614 kB)
Installing build dependencies ... done
Getting requirements to build wheel ... error
ERROR: Command errored out with exit status 1:
command: /usr/bin/python3 /tmp/tmpqycdzqy1_in_process.py get_requires_for_build_wheel /tmp/tmp0kin20os
cwd: /tmp/pip-install-oev5_sxb/win32gui_4a6253462a3f46d285dee8031f929b6d
Complete output (20 lines):
Traceback (most recent call last):
File "/tmp/tmpqycdzqy1_in_process.py", line 280, in
main()
File "/tmp/tmpqycdzqy1_in_process.py", line 263, in main
json_out['return_val'] = hook(**hook_input['kwargs'])
File "/tmp/tmpqycdzqy1_in_process.py", line 114, in get_requires_for_build_wheel
return hook(config_settings)
File "/tmp/pip-build-env-xi5r_enz/overlay/lib/python3.9/site-packages/setuptools/build_meta.py", line 154, in get_requires_for_build_wheel
return self._get_build_requires(
File "/tmp/pip-build-env-xi5r_enz/overlay/lib/python3.9/site-packages/setuptools/build_meta.py", line 135, in _get_build_requires
self.run_setup()
File "/tmp/pip-build-env-xi5r_enz/overlay/lib/python3.9/site-packages/setuptools/build_meta.py", line 258, in run_setup
super(_BuildMetaLegacyBackend,
File "/tmp/pip-build-env-xi5r_enz/overlay/lib/python3.9/site-packages/setuptools/build_meta.py", line 150, in run_setup
exec(compile(code, file, 'exec'), locals())
File "setup.py", line 26, in
from win32.distutils.gui import win32gui_build_ext
File "/tmp/pip-install-oev5_sxb/win32gui_4a6253462a3f46d285dee8031f929b6d/win32/distutils/gui.py", line 4, in
import winreg
ModuleNotFoundError: No module named 'winreg'

WARNING: Discarding https://files.pythonhosted.org/packages/58/d8/727d452ea900aa4be08b0e264e4a12d1f04e51b60f46ce01e0996f071f85/win32gui-221.3.tar.gz#sha256=d6ebe58330480bde71ad93c0e67b31b58ec6091e281d944f1cb529f4e9611c00 (from https://pypi.org/simple/win32gui/). Command errored out with exit status 1: /usr/bin/python3 /tmp/tmpqycdzqy1_in_process.py get_requires_for_build_wheel /tmp/tmp0kin20os Check the logs for full command output.
ERROR: Could not find a version that satisfies the requirement win32gui
ERROR: No matching distribution found for win32gui
`

问题如下
RuntimeError: Input type (torch.cuda.ByteTensor) and weight type (torch.cuda.FloatTensor) should be the same

解决方法：
在 _,out = resnet101(img2)这一行前面加上img2=img2.float()，一共有2出

非常感谢dalao的开源代码，今天本来想尝试一下看看实际模型效果，根据up的步骤一步步走，结果在运行"训练数据截取_A.py"时报了一个错误

ConnectionResetError: [WinError 10054] 远程主机强迫关闭了一个现有的连接

请问一下这是什么原因造成的呢，希望dalao能够抽空回答一下，不胜感激~

> C:\Users\gavin\.conda\envs\PyTorch19_GPU_Py38\python.exe "D:/@3 深度学习/案例/@6 WZCQ-main 用强化学习训练AI玩王者荣耀/WZCQ-main/训练数据截取_A.py" loading pretrained weights... Traceback (most recent call last): File "D:/@3 深度学习/案例/@6 WZCQ-main 用强化学习训练AI玩王者荣耀/WZCQ-main/训练数据截取_A.py", line 50, in <module> 智能体 = 智能体(动作数=7, 并行条目数=条数, File "D:\@3 深度学习\案例\@6 WZCQ-main 用强化学习训练AI玩王者荣耀\WZCQ-main\模型_策略梯度.py", line 268, in __init__ model = get_model(config, 130, 模型名称) File "D:\@3 深度学习\案例\@6 WZCQ-main 用强化学习训练AI玩王者荣耀\WZCQ-main\模型_策略梯度.py", line 88, in get_model model.load_state_dict(torch.load(f'{opt.load_weights}/' + model_weights)) File "C:\Users\gavin.conda\envs\PyTorch19_GPU_Py38\lib\site-packages\torch\serialization.py",` line 600, in load
with _open_zipfile_reader(opened_file) as opened_zipfile:
File "C:\Users\gavin.conda\envs\PyTorch19_GPU_Py38\lib\site-packages\torch\serialization.py", line 242, in init
super(_open_zipfile_reader, self).init(torch._C.PyTorchFileReader(name_or_buffer))
RuntimeError: PytorchStreamReader failed reading zip archive: failed finding central directory

Process finished with exit code 1`

启动时，一直卡在loading pretrained weights