Upload remaining SAGE-GRPO deploy

deploy/base_model/job_name_random_suffix.txt

@@ -0,0 +1 @@
+r94995e

deploy/base_model/submit_vbench2_generate_shards.sh

@@ -0,0 +1,29 @@
+#!/usr/bin/env bash
+set -Eeuo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+SHARD_COUNT="${SHARD_COUNT:-8}"
+START_INDEX="${START_INDEX:-0}"
+END_INDEX="${END_INDEX:-$((SHARD_COUNT - 1))}"
+DRY_RUN="${DRY_RUN:-false}"
+
+is_true() {
+  case "${1:-}" in
+    true|TRUE|1|yes|YES|y|Y) return 0 ;;
+    *) return 1 ;;
+  esac
+}
+
+for shard_index in $(seq "$START_INDEX" "$END_INDEX"); do
+  yaml_path="${SCRIPT_DIR}/vbench2_generate_shard_${shard_index}.yaml"
+  if [[ ! -f "$yaml_path" ]]; then
+    echo "[ERROR] Missing YAML: $yaml_path" >&2
+    exit 1
+  fi
+
+  cmd=(snap_rutils cluster run -s "$yaml_path" -y)
+  echo "[submit] ${cmd[*]}"
+  if ! is_true "$DRY_RUN"; then
+    "${cmd[@]}"
+  fi
+done

deploy/base_model/vbench2_generate_shard_0.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 USE_CHECKPOINT=false DOWNLOAD_CHECKPOINT=false SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=0 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/base_model/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh base_model 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-base-r94995e-shard-0
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/base_model/vbench2_generate_shard_1.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 USE_CHECKPOINT=false DOWNLOAD_CHECKPOINT=false SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=1 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/base_model/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh base_model 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-base-r94995e-shard-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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/base_model/vbench2_generate_shard_2.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 USE_CHECKPOINT=false DOWNLOAD_CHECKPOINT=false SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=2 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/base_model/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh base_model 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-base-r94995e-shard-2
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/base_model/vbench2_generate_shard_3.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 USE_CHECKPOINT=false DOWNLOAD_CHECKPOINT=false SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=3 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/base_model/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh base_model 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-base-r94995e-shard-3
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/base_model/vbench2_generate_shard_4.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 USE_CHECKPOINT=false DOWNLOAD_CHECKPOINT=false SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=4 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/base_model/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh base_model 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-base-r94995e-shard-4
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/base_model/vbench2_generate_shard_5.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 USE_CHECKPOINT=false DOWNLOAD_CHECKPOINT=false SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=5 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/base_model/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh base_model 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-base-r94995e-shard-5
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/base_model/vbench2_generate_shard_6.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 USE_CHECKPOINT=false DOWNLOAD_CHECKPOINT=false SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=6 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/base_model/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh base_model 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-base-r94995e-shard-6
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/base_model/vbench2_generate_shard_7.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 USE_CHECKPOINT=false DOWNLOAD_CHECKPOINT=false SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=7 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/base_model/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh base_model 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-base-r94995e-shard-7
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/demo_vbench2_eval.yaml

@@ -0,0 +1,80 @@
+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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/job_name_random_suffix.txt

@@ -0,0 +1 @@
+r9d1839

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/submit_vbench2_generate_shards.sh

@@ -0,0 +1,29 @@
+#!/usr/bin/env bash
+set -Eeuo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+SHARD_COUNT="${SHARD_COUNT:-8}"
+START_INDEX="${START_INDEX:-0}"
+END_INDEX="${END_INDEX:-$((SHARD_COUNT - 1))}"
+DRY_RUN="${DRY_RUN:-false}"
+
+is_true() {
+  case "${1:-}" in
+    true|TRUE|1|yes|YES|y|Y) return 0 ;;
+    *) return 1 ;;
+  esac
+}
+
+for shard_index in $(seq "$START_INDEX" "$END_INDEX"); do
+  yaml_path="${SCRIPT_DIR}/vbench2_generate_shard_${shard_index}.yaml"
+  if [[ ! -f "$yaml_path" ]]; then
+    echo "[ERROR] Missing YAML: $yaml_path" >&2
+    exit 1
+  fi
+
+  cmd=(snap_rutils cluster run -s "$yaml_path" -y)
+  echo "[submit] ${cmd[*]}"
+  if ! is_true "$DRY_RUN"; then
+    "${cmd[@]}"
+  fi
+done

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_generate_shard_0.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=0 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowsw4-r9d1839-shard-0
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_generate_shard_1.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=1 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowsw4-r9d1839-shard-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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_generate_shard_2.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=2 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowsw4-r9d1839-shard-2
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_generate_shard_3.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=3 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowsw4-r9d1839-shard-3
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_generate_shard_4.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=4 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowsw4-r9d1839-shard-4
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_generate_shard_5.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=5 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowsw4-r9d1839-shard-5
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_generate_shard_6.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=6 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowsw4-r9d1839-shard-6
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_generate_shard_7.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=7 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv-shuffled-weighting-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowsw4-r9d1839-shard-7
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv1/job_name_random_suffix.txt

@@ -0,0 +1 @@
+raea4fc

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv1/submit_vbench2_generate_shards.sh

@@ -0,0 +1,29 @@
+#!/usr/bin/env bash
+set -Eeuo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+SHARD_COUNT="${SHARD_COUNT:-8}"
+START_INDEX="${START_INDEX:-0}"
+END_INDEX="${END_INDEX:-$((SHARD_COUNT - 1))}"
+DRY_RUN="${DRY_RUN:-false}"
+
+is_true() {
+  case "${1:-}" in
+    true|TRUE|1|yes|YES|y|Y) return 0 ;;
+    *) return 1 ;;
+  esac
+}
+
+for shard_index in $(seq "$START_INDEX" "$END_INDEX"); do
+  yaml_path="${SCRIPT_DIR}/vbench2_generate_shard_${shard_index}.yaml"
+  if [[ ! -f "$yaml_path" ]]; then
+    echo "[ERROR] Missing YAML: $yaml_path" >&2
+    exit 1
+  fi
+
+  cmd=(snap_rutils cluster run -s "$yaml_path" -y)
+  echo "[submit] ${cmd[*]}"
+  if ! is_true "$DRY_RUN"; then
+    "${cmd[@]}"
+  fi
+done

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_generate_shard_0.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=0 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv1 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowadv1-raea4fc-shard-0
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_generate_shard_1.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=1 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv1 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowadv1-raea4fc-shard-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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_generate_shard_2.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=2 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv1 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowadv1-raea4fc-shard-2
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_generate_shard_3.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=3 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv1 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowadv1-raea4fc-shard-3
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_generate_shard_4.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=4 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv1 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowadv1-raea4fc-shard-4
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_generate_shard_5.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=5 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv1 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowadv1-raea4fc-shard-5
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_generate_shard_6.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=6 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv1 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowadv1-raea4fc-shard-6
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun16/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_generate_shard_7.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=7 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-flow-qwen35-9b-token-credit-video-adv1/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-flow-qwen35-9b-token-credit-video-adv1 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-flowadv1-raea4fc-shard-7
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/job_name_random_suffix.txt

@@ -0,0 +1 @@
+r4f22fc

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/submit_vbench2_generate_shards.sh

@@ -0,0 +1,29 @@
+#!/usr/bin/env bash
+set -Eeuo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+SHARD_COUNT="${SHARD_COUNT:-8}"
+START_INDEX="${START_INDEX:-0}"
+END_INDEX="${END_INDEX:-$((SHARD_COUNT - 1))}"
+DRY_RUN="${DRY_RUN:-false}"
+
+is_true() {
+  case "${1:-}" in
+    true|TRUE|1|yes|YES|y|Y) return 0 ;;
+    *) return 1 ;;
+  esac
+}
+
+for shard_index in $(seq "$START_INDEX" "$END_INDEX"); do
+  yaml_path="${SCRIPT_DIR}/vbench2_generate_shard_${shard_index}.yaml"
+  if [[ ! -f "$yaml_path" ]]; then
+    echo "[ERROR] Missing YAML: $yaml_path" >&2
+    exit 1
+  fi
+
+  cmd=(snap_rutils cluster run -s "$yaml_path" -y)
+  echo "[submit] ${cmd[*]}"
+  if ! is_true "$DRY_RUN"; then
+    "${cmd[@]}"
+  fi
+done

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_generate_shard_0.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=0 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-tcva4-r4f22fc-shard-0
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_generate_shard_1.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=1 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-tcva4-r4f22fc-shard-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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_generate_shard_2.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=2 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-tcva4-r4f22fc-shard-2
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_generate_shard_3.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=3 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-tcva4-r4f22fc-shard-3
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_generate_shard_4.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=4 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-tcva4-r4f22fc-shard-4
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_generate_shard_5.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=5 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-tcva4-r4f22fc-shard-5
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_generate_shard_6.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=6 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-tcva4-r4f22fc-shard-6
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_generate_shard_7.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: mobile-video-backbone
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=7 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-tcva4-r4f22fc-shard-7
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/job_name_random_suffix.txt

@@ -0,0 +1 @@
+rc305a9

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/submit_vbench2_generate_shards.sh

@@ -0,0 +1,29 @@
+#!/usr/bin/env bash
+set -Eeuo pipefail
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+SHARD_COUNT="${SHARD_COUNT:-8}"
+START_INDEX="${START_INDEX:-0}"
+END_INDEX="${END_INDEX:-$((SHARD_COUNT - 1))}"
+DRY_RUN="${DRY_RUN:-false}"
+
+is_true() {
+  case "${1:-}" in
+    true|TRUE|1|yes|YES|y|Y) return 0 ;;
+    *) return 1 ;;
+  esac
+}
+
+for shard_index in $(seq "$START_INDEX" "$END_INDEX"); do
+  yaml_path="${SCRIPT_DIR}/vbench2_generate_shard_${shard_index}.yaml"
+  if [[ ! -f "$yaml_path" ]]; then
+    echo "[ERROR] Missing YAML: $yaml_path" >&2
+    exit 1
+  fi
+
+  cmd=(snap_rutils cluster run -s "$yaml_path" -y)
+  echo "[submit] ${cmd[*]}"
+  if ! is_true "$DRY_RUN"; then
+    "${cmd[@]}"
+  fi
+done

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/vbench2_generate_shard_0.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=0 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-chk4-rc305a9-shard-0
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/vbench2_generate_shard_1.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=1 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-chk4-rc305a9-shard-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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/vbench2_generate_shard_2.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=2 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-chk4-rc305a9-shard-2
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/vbench2_generate_shard_3.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=3 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-chk4-rc305a9-shard-3
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/vbench2_generate_shard_4.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=4 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-chk4-rc305a9-shard-4
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/vbench2_generate_shard_5.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=5 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-chk4-rc305a9-shard-5
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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

deploy/jun20/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/vbench2_generate_shard_6.yaml

@@ -0,0 +1,52 @@
+gpu_type: nvidia-tesla-a100
+gpu_num: "8"
+gpu_memory: "80"
+cpu_num: "88"
+memory: "880.0"
+
+efa: False
+priority: gpu-high
+
+pytorchjob:
+  replicas: 1
+
+custom_node_labels:
+  snap.com/zone: us-west-2c
+  snap.com/ami_type: al2023
+
+volcano_queue: diffusion-training-acceleration
+script:
+  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"
+  command: "cd /nfs/ywang29/Reward_finetuning/SAGE-GRPO/ && EVAL_MODE=standard DIMENSIONS=Camera_Motion,Complex_Plot,Human_Anatomy,Human_Identity,Human_Clothes,Diversity,Composition,Dynamic_Spatial_Relationship,Dynamic_Attribute,Motion_Order_Understanding,Human_Interaction,Complex_Landscape,Motion_Rationality,Instance_Preservation,Mechanics,Thermotics,Material,Multi-View_Consistency MAX_PROMPTS_PER_DIM=0 SAMPLES_PER_PROMPT=auto PROMPT_SHARD_COUNT=8 PROMPT_SHARD_INDEX=6 PROMPT_SHARD_MODE=weighted BASE_RUN_DIR=/nfs/ywang29/Reward_finetuning/SAGE-GRPO/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4/vbench2_eval/step_100 N_INFERENCE_GPU=auto bash run_sage_vbench2_generate.sh yw006-4-sage-qwen35-9b-token-credit-video-adv-chunk4 100"
+
+  jobs:
+    - name: ywang29-vbench2-gen-chk4-rc305a9-shard-6
+
+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: 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
+    mount_path: /s3-code
+  - type: fsx
+    name: "fs-0aec9ce19ecc66a45"
+    mount_path: /nfs
+  - type: fsx
+    name: fs-0a730854e147a7bc2
+    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