Fix WandB config issue and achieve working DPPO setup
- Disable WandB in dev script to avoid config object vs string error - Successfully completed development test (Job 3445106) - Confirmed: pre-training works, loss reduces, checkpoints save - Update experiment tracking with successful results
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@ -8,10 +8,11 @@
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- All dependencies installed including PyTorch, d4rl, dm-control
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### Initial Testing
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🔄 **Job ID 3445081**: Development test (30min) - PENDING
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- Command: `./submit_job.sh dev`
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- Status: Waiting for resources on dev_accelerated partition
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- Purpose: Verify DPPO can run on HoReKa with basic pre-training
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✅ **DPPO Confirmed Working on HoReKa**
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- Successfully completed dev test (Job ID 3445106)
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- Pre-training working: 2 epochs, loss reduction 0.2494→0.2010
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- Model checkpoints saved correctly
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- Ready for full experiments
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## Experiments To Run
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@ -71,7 +72,7 @@ TASK=hopper MODE=pretrain sbatch slurm/run_dppo_gym.sh
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| Job ID | Type | Task | Mode | Status | Duration | Results |
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|--------|------|------|------|---------|----------|---------|
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| - | - | - | - | - | - | - |
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| 3445106 | dev test | hopper | pretrain | ✅ SUCCESS | 2m11s | Train loss: 0.2494→0.2010 |
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## Configuration Notes
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@ -41,11 +41,11 @@ echo "PyTorch version: $(python -c 'import torch; print(torch.__version__)')"
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echo "CUDA available: $(python -c 'import torch; print(torch.cuda.is_available())')"
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echo ""
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# Run a quick pre-training test with reduced epochs
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# Run a quick pre-training test with reduced epochs (disable WandB for dev test)
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python script/run.py --config-name=pre_diffusion_mlp \
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--config-dir=cfg/gym/pretrain/hopper-medium-v2 \
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train.n_epochs=2 \
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train.save_model_freq=1 \
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wandb=${WANDB_MODE:-null}
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wandb=null
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echo "Dev test completed!"
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