| gpu_type: nvidia-tesla-a100 | |
| gpu_num: "8" | |
| gpu_memory: "80" # "80" | |
| # resource should scale accordingly to the gpu_num requested, cpu_num is recommended to be gpu_num x 11, same applies to the memory | |
| cpu_num: "88" | |
| memory: "880.0" | |
| # Add required resource and ENV vars for EFA (note: Only works on AWS, and only used for distributed training) | |
| efa: False | |
| # efa_count: "4" | |
| # huge_pages: "21122Mi" | |
| priority: gpu-high | |
| pytorchjob: | |
| replicas: 1 # number of replicas to run | |
| custom_node_labels: | |
| snap.com/zone: us-west-2c | |
| snap.com/ami_type: al2023 | |
| volcano_queue: omni-id | |
| # custom_node_labels: | |
| # # use_case: research | |
| # snap.com/zone: us-west-2c | |
| script: | |
| # pre_run_event: "cd /nfs/yli16/effvideo && pip install -r requirements.txt && pip uninstall -y apex && wandb login --relogin --host=https://snap.wandb.io local-5c7725e9c8a991d399dfee329e7c5c9f7b33de8e" | |
| #pre_run_event: "cd /nfs/ywang29/video_reward/vila_ft && wandb login --relogin --host=https://api.wandb.ai 24d6afefd46915ea938dca1af6caf95ae0288a19 && bash ./environment_setup.sh lift && source activate && conda activate lift && pip uninstall lift && pip install huggingface_hub==0.31.1 && pip install accelerate==0.32.0 && pip install peft==0.10.0" | |
| pre_run_event: "cd /nfs/ywang29/SnapVideo && /nfs/ywang29/Reward_finetuning/SAGE-GRPO/pre_run_2_10.sh && wandb login --relogin --host=https://api.wandb.ai 24d6afefd46915ea938dca1af6caf95ae0288a19" | |
| #pre_run_event: "bash ./environment_setup.sh lift && conda activate lift && pip uninstall lift && pip install huggingface_hub==0.31.1 " | |
| # pre_run_event: "cd /nfs/yli16/snapgenv-v2-i2v && pip install -r requirements.txt && pip uninstall -y apex diffusers coremltools && pip install coremltools && wandb login --relogin --host=https://snap.wandb.io local-5c7725e9c8a991d399dfee329e7c5c9f7b33de8e" | |
| # pre_run_event: "cd /nfs/yli16/snapgenv-v3 && pip install --upgrade pip && pip uninstall -y diffusers coremltools peft && pip install coremltools peft && wandb login --relogin --host=https://snap.wandb.io local-5c7725e9c8a991d399dfee329e7c5c9f7b33de8e" | |
| # command: "cd /nfs/ywang29/Reward_finetuning/VideoX-Fun && source activate && source /nfs/ywang29/Reward_finetuning/VideoX-Fun/scripts/wan2.1/env.sh && /nfs/ywang29/Reward_finetuning/VideoX-Fun/validation_full_vbench2.0_control.sh && while :; do sleep 1000; done" | |
| command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto bash run_sage_vbench2_generate.sh yw004-flow-baseline 100 && RUN_SETUP=true bash run_vbench2_eval_only.sh yw004-flow-baseline 100" | |
| jobs: | |
| - name: ywang29-vbench2-eval-1 | |
| project_name: mobile_video | |
| project_support_alias: ywang29 | |
| team: creative_vision | |
| cost_team: generative_ai | |
| cost_feature: generative_ai_development | |
| cost_sub_feature: video_generation | |
| #docker_image: 440036398022.dkr.ecr.us-west-2.amazonaws.com/facecraft-ml:efficient_video_ywu6-6b32aee | |
| #docker_image: 440036398022.dkr.ecr.us-west-2.amazonaws.com/facecraft-ml:efficient_video_ywu6-3942a73 | |
| # docker_image: 440036398022.dkr.ecr.us-west-2.amazonaws.com/facecraft-ml:efficient_video_ywu6-eb1a4a7 | |
| # docker_image: 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.7.1-gpu-py312-cu128-ubuntu22.04-ec2 | |
| docker_image: 763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.9.0-gpu-py312-cu130-ubuntu22.04-ec2 | |
| mount: | |
| - type: s3 | |
| name: snap-research-cv-code | |
| #prefix: logs/ # optional bucket's prefix | |
| #region: us-west-2 # optional bucket's region (by default cluster's region will be used) | |
| mount_path: /s3-code | |
| - type: fsx | |
| name: "fs-0aec9ce19ecc66a45" | |
| mount_path: /nfs | |
| - type: fsx | |
| name: fs-0a730854e147a7bc2 # generative-one-shot | |
| mount_path: /nfs-generative-one-shot | |
| - type: fsx | |
| name: fs-0edcd5941d62ce319 | |
| mount_path: /snaphub | |
| - type: s3 | |
| name: snap-genvid | |
| mount_path: /snap-genvid | |
| - type: s3 | |
| name: snap-genvid-us-east-2 | |
| mount_path: /snap-genvid-us-east-2 | |
| #mkdir: /nfs/ywu6/logs |