Open
Description
Type: Performance Issue
I am building a BERT-like model with pytorch, but I encounter a very unstable GPU usage while training my model on VS Code.
I tested the same code and python env in Spyder IDE, everything is fine and GPU usage is stably above 90%. So, it seems that there is something bog down my device and cause the bottleneck.
VS Code version: Code 1.96.4 (cd4ee3b, 2025-01-16T00:16:19.038Z)
OS version: Linux x64 6.8.0-51-generic
Modes:
System Info
| Item | Value |
|---|---|
| CPUs | Intel(R) Xeon(R) CPU E7-8890 v3 @ 2.50GHz (144 x 0) |
| GPU Status | 2d_canvas: enabled canvas_oop_rasterization: enabled_on direct_rendering_display_compositor: disabled_off_ok gpu_compositing: enabled multiple_raster_threads: enabled_on opengl: enabled_on rasterization: enabled raw_draw: disabled_off_ok skia_graphite: disabled_off video_decode: enabled video_encode: disabled_software vulkan: disabled_off webgl: enabled webgl2: enabled webgpu: disabled_off webnn: disabled_off |
| Load (avg) | 0, 1, 12 |
| Memory (System) | 125.72GB (118.82GB free) |
| Process Argv | --crash-reporter-id 4e28e8db-6680-4dea-a577-845468db680c |
| Screen Reader | no |
| VM | 0% |
| DESKTOP_SESSION | ubuntu |
| XDG_CURRENT_DESKTOP | Unity |
| XDG_SESSION_DESKTOP | ubuntu |
| XDG_SESSION_TYPE | x11 |
Process Info
CPU % Mem MB PID Process
0 129 167128 code main
0 0 167132 zygote
0 129 167175 gpu-process
0 0 167210 broker
0 0 167133 zygote
0 0 167135 zygote
0 257 167191 window [1] (train.py - ECG_Encoder_for_JoLT - Visual Studio Code)
0 0 167177 utility-network-service
0 0 167318 ptyHost
0 0 167434 /usr/bin/bash --init-file /usr/share/code/resources/app/out/vs/workbench/contrib/terminal/common/scripts/shellIntegration-bash.sh
0 0 167437 /usr/bin/bash --init-file /usr/share/code/resources/app/out/vs/workbench/contrib/terminal/common/scripts/shellIntegration-bash.sh
0 0 167914 /usr/bin/bash --init-file /usr/share/code/resources/app/out/vs/workbench/contrib/terminal/common/scripts/shellIntegration-bash.sh
0 0 168130 /usr/bin/bash --init-file /usr/share/code/resources/app/out/vs/workbench/contrib/terminal/common/scripts/shellIntegration-bash.sh
0 386 167333 extensionHost [1]
0 0 167632 /home/revlis_ai/.vscode/extensions/ms-python.python-2024.22.2-linux-x64/python-env-tools/bin/pet server
0 0 168094 /usr/share/code/code /usr/share/code/resources/app/extensions/json-language-features/server/dist/node/jsonServerMain --node-ipc --clientProcessId=167333
0 257 179521 electron-nodejs (bundle.js )
0 129 167364 shared-process
0 0 180812 /bin/sh -c /usr/bin/ps -ax -o pid=,ppid=,pcpu=,pmem=,command=
0 0 180813 /usr/bin/ps -ax -o pid=,ppid=,pcpu=,pmem=,command=
0 129 167366 fileWatcher [1]
Workspace Info
| Window (train.py - ECG_Encoder_for_JoLT - Visual Studio Code)
| Folder (ECG_Encoder_for_JoLT): more than 44316 files
| File types: dat(9641) hea(9641) png(610) npz(19) hdf5(18) txt(8) pt(8)
| py(8) pyc(3) csv(3)
| Conf files:;
Extensions (23)
| Extension | Author (truncated) | Version |
|---|---|---|
| arepl | alm | 3.0.0 |
| githistory | don | 0.6.20 |
| gitlens | eam | 16.2.0 |
| vscode-html-css | ecm | 2.0.12 |
| copilot | Git | 1.257.0 |
| copilot-chat | Git | 0.23.2 |
| vscode-docker | ms- | 1.29.3 |
| vscode-language-pack-zh-hant | MS- | 1.96.2024121109 |
| debugpy | ms- | 2024.14.0 |
| python | ms- | 2024.22.2 |
| vscode-pylance | ms- | 2024.12.1 |
| datawrangler | ms- | 1.16.0 |
| jupyter | ms- | 2024.11.0 |
| jupyter-keymap | ms- | 1.1.2 |
| jupyter-renderers | ms- | 1.0.21 |
| vscode-jupyter-cell-tags | ms- | 0.1.9 |
| vscode-jupyter-slideshow | ms- | 0.1.6 |
| remote-containers | ms- | 0.394.0 |
| remote-wsl | ms- | 0.88.5 |
| vscode-yaml | red | 1.15.0 |
| tom | 1.2.2 | |
| vscode-pets | ton | 1.27.0 |
| tconda | zhp | 0.0.5 |
A/B Experiments
vsliv368cf:30146710
vspor879:30202332
vspor708:30202333
vspor363:30204092
vswsl492cf:30256860
vscod805cf:30301675
binariesv615:30325510
vsaa593cf:30376535
py29gd2263:31024239
c4g48928:30535728
azure-dev_surveyone:30548225
a9j8j154:30646983
962ge761:30959799
pythonnoceb:30805159
pythonmypyd1:30879173
h48ei257:31000450
pythontbext0:30879054
cppperfnew:31000557
dsvsc020:30976470
pythonait:31006305
dsvsc021:30996838
dvdeprecation:31068756
dwnewjupyter:31046869
2f103344:31071589
nativerepl2:31139839
pythonrstrctxt:31112756
nativeloc1:31192215
cf971741:31144450
iacca1:31171482
notype1:31157159
5fd0e150:31155592
dwcopilot:31170013
stablechunks:31184530
6074i472:31201624
dwoutputs:31217127