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| set -euo pipefail |
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| PROJECT_DIR="${PROJECT_DIR:-$SLURM_SUBMIT_DIR}" |
| SCRATCH_ROOT="/scratch/$USER/dovla" |
| SIF="$SCRATCH_ROOT/containers/pytorch_2.7.1_cuda12.8.sif" |
| PYTHON="$SCRATCH_ROOT/envs/maniskill/bin/python" |
| NATIVE_LIBS="$SCRATCH_ROOT/native_libs/lib" |
| CPU_RENDER_LIBS="$SCRATCH_ROOT/cpu_render_libs" |
| CA_BUNDLE="$SCRATCH_ROOT/ca-bundle.crt" |
| VULKAN_ICD="$CPU_RENDER_LIBS/share/vulkan/icd.d/lvp_icd.x86_64.json" |
| DEMO="$SCRATCH_ROOT/maniskill_multitask_demos/PullCube-v1/rl/trajectory.none.pd_ee_delta_pose.physx_cuda.h5" |
| OUT_DIR="$SCRATCH_ROOT/experiments/six_task_h16_collection/PullCube-v1" |
| RUNTIME_DIR="/tmp/$USER/dovla-runtime-$SLURM_JOB_ID" |
| CACHE_DIR="/tmp/$USER/dovla-mesa-$SLURM_JOB_ID" |
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| module load StdEnv/2023 apptainer/1.4.5 |
| cd "$PROJECT_DIR" |
| mkdir -p outputs/hpc/logs "$OUT_DIR" "$RUNTIME_DIR" "$CACHE_DIR" |
| chmod 700 "$RUNTIME_DIR" |
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| export OMP_NUM_THREADS=1 OPENBLAS_NUM_THREADS=1 MKL_NUM_THREADS=1 LP_NUM_THREADS=1 |
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| ENVS="LD_LIBRARY_PATH=$CPU_RENDER_LIBS/lib:$NATIVE_LIBS:/.singularity.d/libs,VK_ICD_FILENAMES=$VULKAN_ICD,VK_DRIVER_FILES=$VULKAN_ICD,XDG_RUNTIME_DIR=$RUNTIME_DIR,MESA_SHADER_CACHE_DIR=$CACHE_DIR,LIBGL_ALWAYS_SOFTWARE=1,LP_NUM_THREADS=1,SSL_CERT_FILE=$CA_BUNDLE,REQUESTS_CA_BUNDLE=$CA_BUNDLE,OMP_NUM_THREADS=1,OPENBLAS_NUM_THREADS=1,MKL_NUM_THREADS=1" |
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| echo "==================================================" |
| echo "Task: PullCube-v1" |
| echo "Groups: 373 (max available)" |
| echo "Horizon: 16" |
| echo "==================================================" |
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| apptainer exec --nv --env "$ENVS" \ |
| "$SIF" "$PYTHON" scripts/generate_maniskill_lattice.py \ |
| --demo "$DEMO" \ |
| --out "$OUT_DIR" \ |
| --env-id PullCube-v1 \ |
| --num-groups 373 \ |
| --k 16 \ |
| --horizon 16 \ |
| --seed 0 \ |
| --shard-size 1024 \ |
| --sim-backend physx_cuda:0 \ |
| --render-backend cpu \ |
| --state-storage archive |
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| echo "" |
| echo "✅ PullCube-v1 generation complete" |
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