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[Help] Finetuning script hangs after checkpoint loading with no additional logs

Open KihongK opened this issue 1 year ago • 2 comments
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I didn't modify the script, and I used the Disney dataset that was provided as an example.

python & torch version

Python 3.12.0 | packaged by Anaconda, Inc. | (main, Oct  2 2023, 17:29:18) [GCC 11.2.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import torch
>>> print(torch.__version__)
2.4.1+cu121
>>> print(torch.cuda.is_available())
True

nvidia-smi & nvcc version

(cogvideo) root@kkhong-ttv-a100-80g-gpu:~# nvcc -V
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2023 NVIDIA Corporation
Built on Tue_Aug_15_22:02:13_PDT_2023
Cuda compilation tools, release 12.2, V12.2.140
Build cuda_12.2.r12.2/compiler.33191640_0

(cogvideo) root@kkhong-ttv-a100-80g-gpu:~# nvidia-smi
Mon Sep 23 18:24:34 2024       
+---------------------------------------------------------------------------------------+
| NVIDIA-SMI 535.161.08             Driver Version: 535.161.08   CUDA Version: 12.2     |
|-----------------------------------------+----------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id        Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |         Memory-Usage | GPU-Util  Compute M. |
|                                         |                      |               MIG M. |
|=========================================+======================+======================|
|   0  NVIDIA A100-SXM4-80GB          On  | 00000000:A1:00.0 Off |                  Off |
| N/A   31C    P0              63W / 400W |      0MiB / 81920MiB |      0%      Default |
|                                         |                      |             Disabled |
+-----------------------------------------+----------------------+----------------------+
|   1  NVIDIA A100-SXM4-80GB          On  | 00000000:A2:00.0 Off |                  Off |
| N/A   32C    P0              56W / 400W |      0MiB / 81920MiB |      0%      Default |
|                                         |                      |             Disabled |
+-----------------------------------------+----------------------+----------------------+
|   2  NVIDIA A100-SXM4-80GB          On  | 00000000:B1:00.0 Off |                  Off |
| N/A   31C    P0              60W / 400W |      0MiB / 81920MiB |      0%      Default |
|                                         |                      |             Disabled |
+-----------------------------------------+----------------------+----------------------+
|   3  NVIDIA A100-SXM4-80GB          On  | 00000000:B2:00.0 Off |                  Off |
| N/A   32C    P0              62W / 400W |      0MiB / 81920MiB |      0%      Default |
|                                         |                      |             Disabled |
+-----------------------------------------+----------------------+----------------------+
|   4  NVIDIA A100-SXM4-80GB          On  | 00000000:C1:00.0 Off |                  Off |
| N/A   31C    P0              64W / 400W |      0MiB / 81920MiB |      0%      Default |
|                                         |                      |             Disabled |
+-----------------------------------------+----------------------+----------------------+
|   5  NVIDIA A100-SXM4-80GB          On  | 00000000:C2:00.0 Off |                  Off |
| N/A   32C    P0              59W / 400W |      0MiB / 81920MiB |      0%      Default |
|                                         |                      |             Disabled |
+-----------------------------------------+----------------------+----------------------+
|   6  NVIDIA A100-SXM4-80GB          On  | 00000000:D1:00.0 Off |                  Off |
| N/A   31C    P0              63W / 400W |      0MiB / 81920MiB |      0%      Default |
|                                         |                      |             Disabled |
+-----------------------------------------+----------------------+----------------------+
|   7  NVIDIA A100-SXM4-80GB          On  | 00000000:D2:00.0 Off |                  Off |
| N/A   31C    P0              62W / 400W |      0MiB / 81920MiB |      0%      Default |
|                                         |                      |             Disabled |
+-----------------------------------------+----------------------+----------------------+
                                                                                         
+---------------------------------------------------------------------------------------+
| Processes:                                                                            |
|  GPU   GI   CI        PID   Type   Process name                            GPU Memory |
|        ID   ID                                                             Usage      |
|=======================================================================================|
|  No running processes found                                                           |
+---------------------------------------------------------------------------------------+

Log

(cogvideo) root@kkhong-ttv-a100-80g-gpu:~/CogVideo/finetune# bash finetune_single_rank.sh 
[W923 18:12:29.862038611 socket.cpp:697] [c10d] The client socket cannot be initialized to connect to [kkhong-ttv-a100-80g-gpu]:29500 (errno: 97 - Address family not supported by protocol).
[W923 18:12:32.457827724 socket.cpp:697] [c10d] The client socket cannot be initialized to connect to [kkhong-ttv-a100-80g-gpu]:29500 (errno: 97 - Address family not supported by protocol).
[W923 18:12:33.257230351 socket.cpp:697] [c10d] The client socket cannot be initialized to connect to [kkhong-ttv-a100-80g-gpu]:29500 (errno: 97 - Address family not supported by protocol).
[W923 18:12:33.272857716 socket.cpp:697] [c10d] The client socket cannot be initialized to connect to [kkhong-ttv-a100-80g-gpu]:29500 (errno: 97 - Address family not supported by protocol).
[W923 18:12:33.435763180 socket.cpp:697] [c10d] The client socket cannot be initialized to connect to [kkhong-ttv-a100-80g-gpu]:29500 (errno: 97 - Address family not supported by protocol).
[W923 18:12:33.504450703 socket.cpp:697] [c10d] The client socket cannot be initialized to connect to [kkhong-ttv-a100-80g-gpu]:29500 (errno: 97 - Address family not supported by protocol).
[W923 18:12:33.506889312 socket.cpp:697] [c10d] The client socket cannot be initialized to connect to [kkhong-ttv-a100-80g-gpu]:29500 (errno: 97 - Address family not supported by protocol).
[W923 18:12:33.630879569 socket.cpp:697] [c10d] The client socket cannot be initialized to connect to [kkhong-ttv-a100-80g-gpu]:29500 (errno: 97 - Address family not supported by protocol).
[W923 18:12:33.633465902 socket.cpp:697] [c10d] The client socket cannot be initialized to connect to [kkhong-ttv-a100-80g-gpu]:29500 (errno: 97 - Address family not supported by protocol).
09/23/2024 18:12:33 - INFO - __main__ - Distributed environment: DistributedType.MULTI_CPU  Backend: gloo
Num processes: 8
Process index: 1
Local process index: 1
Device: cpu:0

Mixed precision type: bf16

09/23/2024 18:12:33 - INFO - __main__ - Distributed environment: DistributedType.MULTI_CPU  Backend: gloo
Num processes: 8
Process index: 0
Local process index: 0
Device: cpu:0

Mixed precision type: bf16

09/23/2024 18:12:33 - INFO - __main__ - Distributed environment: DistributedType.MULTI_CPU  Backend: gloo
Num processes: 8
Process index: 3
Local process index: 3
Device: cpu:0

Mixed precision type: bf16

09/23/2024 18:12:33 - INFO - __main__ - Distributed environment: DistributedType.MULTI_CPU  Backend: gloo
Num processes: 8
Process index: 5
Local process index: 5
Device: cpu:0

Mixed precision type: bf16

09/23/2024 18:12:33 - INFO - __main__ - Distributed environment: DistributedType.MULTI_CPU  Backend: gloo
Num processes: 8
Process index: 2
Local process index: 2
Device: cpu:0

Mixed precision type: bf16

09/23/2024 18:12:33 - INFO - __main__ - Distributed environment: DistributedType.MULTI_CPU  Backend: gloo
Num processes: 8
Process index: 6
Local process index: 6
Device: cpu:0

Mixed precision type: bf16

09/23/2024 18:12:33 - INFO - __main__ - Distributed environment: DistributedType.MULTI_CPU  Backend: gloo
Num processes: 8
Process index: 4
Local process index: 4
Device: cpu:0

Mixed precision type: bf16

09/23/2024 18:12:33 - INFO - __main__ - Distributed environment: DistributedType.MULTI_CPU  Backend: gloo
Num processes: 8
Process index: 7
Local process index: 7
Device: cpu:0

Mixed precision type: bf16

You set `add_prefix_space`. The tokenizer needs to be converted from the slow tokenizers
Downloading shards: 100%|████████████████████████████████████████████████████████████████████████████████████| 2/2 [00:00<00:00, 14691.08it/s]
Downloading shards: 100%|████████████████████████████████████████████████████████████████████████████████████| 2/2 [00:00<00:00, 13819.78it/s]
Downloading shards: 100%|████████████████████████████████████████████████████████████████████████████████████| 2/2 [00:00<00:00, 13842.59it/s]
Downloading shards: 100%|████████████████████████████████████████████████████████████████████████████████████| 2/2 [00:00<00:00, 15391.94it/s]
Downloading shards: 100%|████████████████████████████████████████████████████████████████████████████████████| 2/2 [00:00<00:00, 15857.48it/s]
Downloading shards: 100%|████████████████████████████████████████████████████████████████████████████████████| 2/2 [00:00<00:00, 11966.63it/s]
Downloading shards: 100%|████████████████████████████████████████████████████████████████████████████████████| 2/2 [00:00<00:00, 15477.14it/s]
Downloading shards: 100%|████████████████████████████████████████████████████████████████████████████████████| 2/2 [00:00<00:00, 15797.76it/s]
Loading checkpoint shards: 100%|████████████████████████████████████████████████████████████████████████████████| 2/2 [00:05<00:00,  2.93s/it]
Loading checkpoint shards: 100%|████████████████████████████████████████████████████████████████████████████████| 2/2 [00:05<00:00,  2.95s/it]
Loading checkpoint shards: 100%|████████████████████████████████████████████████████████████████████████████████| 2/2 [00:06<00:00,  3.04s/it]
Loading checkpoint shards: 100%|████████████████████████████████████████████████████████████████████████████████| 2/2 [00:06<00:00,  3.03s/it]
Loading checkpoint shards: 100%|████████████████████████████████████████████████████████████████████████████████| 2/2 [00:06<00:00,  3.01s/it]
Loading checkpoint shards: 100%|████████████████████████████████████████████████████████████████████████████████| 2/2 [00:06<00:00,  3.03s/it]
Loading checkpoint shards: 100%|████████████████████████████████████████████████████████████████████████████████| 2/2 [00:06<00:00,  3.06s/it]
Loading checkpoint shards: 100%|████████████████████████████████████████████████████████████████████████████████| 2/2 [00:06<00:00,  3.09s/it]
{'use_learned_positional_embeddings'} was not found in config. Values will be initialized to default values.

KihongK avatar Sep 23 '24 09:09 KihongK

How long have you been waiting, how many datasets, I think this should be the time to process the datasets, can you check if htop shows any memory or CPU usage

zRzRzRzRzRzRzR avatar Sep 23 '24 10:09 zRzRzRzRzRzRzR


    0[|               0.7%]   4[                0.0%]   8[||||||||||||   56.6%]  12[                0.0%]  16[                0.0%]  20[                0.0%]  24[||||||||||||||100.0%]                              28[||||||||||||||100.0%]  32[||||||||||||||100.0%]  36[                0.0%]  40[                0.0%]  44[                0.0%]  48[                0.0%]  52[                0.0%]
    1[                0.0%]   5[                0.0%]   9[|||||||||      43.7%]  13[                0.0%]  17[                0.0%]  21[                0.0%]  25[                0.0%]                              29[                0.0%]  33[                0.0%]  37[                0.0%]  41[                0.0%]  45[                0.0%]  49[                0.0%]  53[                0.0%]
    2[                0.0%]   6[                0.0%]  10[|               0.7%]  14[                0.0%]  18[                0.0%]  22[                0.0%]  26[                0.0%]                              30[||||||||||||||100.0%]  34[                0.0%]  38[||||||||||||||100.0%]  42[||||||||||||||100.0%]  46[                0.0%]  50[                0.0%]  54[|               0.7%]
    3[|               0.7%]   7[                0.0%]  11[                0.0%]  15[                0.0%]  19[                0.0%]  23[||||||||||||||100.0%]  27[                0.0%]                              31[                0.0%]  35[                0.0%]  39[                0.0%]  43[                0.0%]  47[                0.0%]  51[                0.0%]  55[                0.0%]
  Mem[||||||||||||||||||||||||||||||||                                                                                                                                                                262G/1.88T]   Tasks: 61, 194 thr; 9 running
  Swp[                                                                                                                                                                                                     0K/0K]   Load average: 8.17 5.85 2.89 
                                                                                                                                                                                                                    Uptime: 01:02:55

    PID USER      PRI  NI  VIRT   RES   SHR S CPU%▽MEM%   TIME+  Command
   6030 root       20   0 1246M 74484 42044 S  0.0  0.0  0:00.00 /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/node /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/out/bootstrap-fork --type=ptyHost --logsPath /root/.vscode-server/data/logs/20240923T191304
   6558 root       20   0  972M 53488 39984 S  0.0  0.0  0:00.29 /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/node /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/extensions/json-language-features/server/dist/node/jsonServerMain --node-ipc --clientProcessId=5938
   6559 root       20   0  972M 53488 39984 S  0.0  0.0  0:00.00 /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/node /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/extensions/json-language-features/server/dist/node/jsonServerMain --node-ipc --clientProcessId=5938
   6560 root       20   0  972M 53488 39984 S  0.0  0.0  0:00.00 /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/node /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/extensions/json-language-features/server/dist/node/jsonServerMain --node-ipc --clientProcessId=5938
   6561 root       20   0  972M 53488 39984 S  0.0  0.0  0:00.00 /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/node /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/extensions/json-language-features/server/dist/node/jsonServerMain --node-ipc --clientProcessId=5938
   6562 root       20   0  972M 53488 39984 S  0.0  0.0  0:00.00 /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/node /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/extensions/json-language-features/server/dist/node/jsonServerMain --node-ipc --clientProcessId=5938
   6563 root       20   0  972M 53488 39984 S  0.0  0.0  0:00.00 /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/node /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/extensions/json-language-features/server/dist/node/jsonServerMain --node-ipc --clientProcessId=5938
   6564 root       20   0  972M 53488 39984 S  0.0  0.0  0:00.00 /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/node /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/extensions/json-language-features/server/dist/node/jsonServerMain --node-ipc --clientProcessId=5938
  17450 root       20   0  7768  4608  3828 S  0.0  0.0  0:00.00 /bin/bash --init-file /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/out/vs/workbench/contrib/terminal/browser/media/shellIntegration-bash.sh
  17451 root       20   0 1246M 74484 42044 S  0.0  0.0  0:00.00 /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/node /root/.vscode-server/cli/servers/Stable-38c31bc77e0dd6ae88a4e9cc93428cc27a56ba40/server/out/bootstrap-fork --type=ptyHost --logsPath /root/.vscode-server/data/logs/20240923T191304
  18459 root       20   0  288M 20688 17784 S  0.0  0.0  0:00.03 /usr/libexec/packagekitd
  18460 root       20   0  288M 20688 17784 S  0.0  0.0  0:00.00 /usr/libexec/packagekitd
  18461 root       20   0  288M 20688 17784 S  0.0  0.0  0:00.00 /usr/libexec/packagekitd
  35042 root       20   0  7504  3488  3216 S  0.0  0.0  0:00.00 bash finetune_single_rank.sh
  35043 root       20   0 4901M  383M  162M S  0.0  0.0  0:06.60 /root/miniconda3/envs/cogvideo/bin/python /root/miniconda3/envs/cogvideo/bin/accelerate launch --config_file accelerate_config_machine_single.yaml --multi_gpu train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGenerat
  35112 root       20   0 4901M  383M  162M S  0.0  0.0  0:00.00 /root/miniconda3/envs/cogvideo/bin/python /root/miniconda3/envs/cogvideo/bin/accelerate launch --config_file accelerate_config_machine_single.yaml --multi_gpu train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGenerat
  35185 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.24 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35197 root       20   0 37.4G 33.3G  237M S  0.0  1.7  0:00.23 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35199 root       20   0 37.2G 33.0G  239M S  0.0  1.7  0:00.27 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35201 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.25 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35203 root       20   0 37.4G 33.3G  239M S  0.7  1.7  0:00.30 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35205 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.28 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35209 root       20   0 37.2G 33.1G  238M S  0.0  1.7  0:00.23 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35210 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35211 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35212 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35213 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35214 root       20   0 37.4G 33.3G  236M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35215 root       20   0 37.4G 33.3G  236M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35216 root       20   0 37.2G 33.1G  238M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35217 root       20   0 37.2G 33.1G  238M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35218 root       20   0 37.4G 33.3G  237M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35219 root       20   0 37.4G 33.3G  237M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35220 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35221 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35222 root       20   0 37.2G 33.0G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35223 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35224 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35225 root       20   0 37.2G 33.0G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35244 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35245 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35246 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35247 root       20   0 37.4G 33.3G  236M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35248 root       20   0 37.4G 33.3G  237M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35249 root       20   0 37.2G 33.1G  238M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35250 root       20   0 37.4G 33.3G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
  35251 root       20   0 37.2G 33.0G  239M S  0.0  1.7  0:00.00 /root/miniconda3/envs/cogvideo/bin/python -u train_cogvideox_lora.py --gradient_checkpointing --pretrained_model_name_or_path THUDM/CogVideoX-2b --cache_dir ~/.cache --enable_tiling --enable_slicing --instance_data_root /mnt/a/Disney-VideoGeneration-Dataset --caption_column prompt.txt --video_column videos.txt --validation_prompt DISNEY A black and white ani
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KihongK avatar Sep 23 '24 11:09 KihongK

Clossing!! I resolved the issue by modifying the CUDA_VISIBLE_DEVICES variable in finetune_single_rank.sh. CUDA_VISIBLE_DEVICES="0,1,2,3,4,5,6,7"

KihongK avatar Sep 24 '24 02:09 KihongK

Clossing!! I resolved the issue by modifying the CUDA_VISIBLE_DEVICES variable in finetune_single_rank.sh. CUDA_VISIBLE_DEVICES="0,1,2,3,4,5,6,7"

能问下你每step训练的速度是多少?

lijain avatar Nov 27 '24 08:11 lijain