Instructions to use laion/ablation-pymethods2test-seqmean-arm0-30-8B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use laion/ablation-pymethods2test-seqmean-arm0-30-8B with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="laion/ablation-pymethods2test-seqmean-arm0-30-8B")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("laion/ablation-pymethods2test-seqmean-arm0-30-8B")
model = AutoModelForCausalLM.from_pretrained("laion/ablation-pymethods2test-seqmean-arm0-30-8B", device_map="auto")
messages = [
    {"role": "user", "content": "Who are you?"},
]
inputs = tokenizer.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=40)
print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use laion/ablation-pymethods2test-seqmean-arm0-30-8B with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "laion/ablation-pymethods2test-seqmean-arm0-30-8B"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "laion/ablation-pymethods2test-seqmean-arm0-30-8B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/laion/ablation-pymethods2test-seqmean-arm0-30-8B

SGLang

How to use laion/ablation-pymethods2test-seqmean-arm0-30-8B with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "laion/ablation-pymethods2test-seqmean-arm0-30-8B" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "laion/ablation-pymethods2test-seqmean-arm0-30-8B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "laion/ablation-pymethods2test-seqmean-arm0-30-8B" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "laion/ablation-pymethods2test-seqmean-arm0-30-8B",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Docker Model Runner
How to use laion/ablation-pymethods2test-seqmean-arm0-30-8B with Docker Model Runner:
```
docker model run hf.co/laion/ablation-pymethods2test-seqmean-arm0-30-8B
```

penfever commited on Jun 12

Commit

31d2e84

verified ·

1 Parent(s): c0bf363

Upload folder using huggingface_hub

Browse files

Files changed (27) hide show

.gitattributes +4 -0
training_logs/20260612_220124_metrics_job_630124.csv +29 -0
training_logs/20260612_220124_metrics_job_630127.csv +29 -0
training_logs/20260612_220124_metrics_job_630130.csv +15 -0
training_logs/20260612_220124_metrics_job_661735.csv +9 -0
training_logs/20260612_220124_metrics_table.csv +79 -0
training_logs/20260612_220124_vllm_metrics_job_630124.csv +0 -0
training_logs/20260612_220124_vllm_metrics_job_630127.csv +0 -0
training_logs/20260612_220124_vllm_metrics_job_630130.csv +0 -0
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training_logs/20260612_220124_vllm_metrics_job_661735.csv +0 -0
training_logs/20260612_220124_vllm_metrics_table.csv +0 -0
training_logs/ablation-pymethods2test-seqmean-arm0_630124.out +3 -0
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training_logs/ablation-pymethods2test-seqmean-arm0_630127.out +3 -0
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training_logs/ablation-pymethods2test-seqmean-arm0_630130.out +3 -0
training_logs/ablation-pymethods2test-seqmean-arm0_657667.out +17 -0
training_logs/ablation-pymethods2test-seqmean-arm0_657668.out +17 -0
training_logs/ablation-pymethods2test-seqmean-arm0_657669.out +17 -0
training_logs/ablation-pymethods2test-seqmean-arm0_657670.out +17 -0
training_logs/ablation-pymethods2test-seqmean-arm0_657671.out +17 -0
training_logs/ablation-pymethods2test-seqmean-arm0_661733.out +364 -0
training_logs/ablation-pymethods2test-seqmean-arm0_661734.out +0 -0
training_logs/ablation-pymethods2test-seqmean-arm0_661735.out +3 -0

.gitattributes CHANGED Viewed

@@ -34,3 +34,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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 tokenizer.json filter=lfs diff=lfs merge=lfs -text
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training_logs/20260612_220124_metrics_job_630124.csv ADDED Viewed

	@@ -0,0 +1,29 @@

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training_logs/20260612_220124_metrics_job_661735.csv ADDED Viewed

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+The following have been reloaded with a version change:
+  1) GCCcore/.14.3.0 => GCCcore/14.3.0
+Lmod is automatically replacing "GCC/14.3.0" with
+"nvidia-compilers/25.9-CUDA-13".
+Deactivating conda environment: /e/scratch/jureap59/feuer1/miniforge3/envs/otagent
+Activating RL environment: /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl
+Python executable: /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python
+Python path check: /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python
+[ray] RAY_TMPDIR=/tmp/ray/ray_630128
+[triton_cache] Triton cache: /tmp/triton_cache_feuer1_630128
+[triton_cache] TorchInductor cache: /tmp/torchinductor_cache_feuer1_630128
+[proxy] ✓ Found proxychains binary at /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4
+[proxy] Setting up SSH tunnel to jpbl-s01-01
+[proxy] SSH key: /e/home/jusers/feuer1/jupiter/.ssh/authorized_keys/id_ed25519_jsc
+[proxy] Tunnel port: 7003
+[proxy] Node IP: 10.128.32.33 (workers will connect here)
+[proxy] ✓ SSH tunnel started successfully
+[proxy] ✓ Generated proxychains config at /e/home/jusers/feuer1/jupiter/.proxychains/proxychains_630128.conf
+[proxy]   - Internal traffic (10.x.x.x, 172.x.x.x, 169.254.x.x) → DIRECT
+[proxy]   - External traffic (internet) → PROXY via tunnel
+[proxy] ✓ Daytona timeout settings configured
+[proxy] Testing proxy connectivity...
+[proxychains] config file found: /e/home/jusers/feuer1/jupiter/.proxychains/proxychains_630128.conf
+[proxychains] preloading /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/lib/libproxychains4.so
+[proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+[proxy] ✓ Proxy connectivity test passed (huggingface.co reachable via wrapped binary)
+[proxy] ⚠ Tunnel not accessible at 10.128.32.33:7003 (workers may fail)
+[proxy] ✓ Proxy setup complete (using wrapped binary for Ray workers)
+[container_runtime] Using cloud backend: daytona (no local container setup)
+=== Universal RL Training Runner ===
+Config: /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0/configs/ablation-pymethods2test-seqmean-arm0_rl_config.json
+Working directory: /e/scratch/jureap59/feuer1/OpenThoughts-Agent
+Python: /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python
+Python version: Python 3.12.12
+UV_USE_IO_URING: 0
+Proxy: DISABLED (direct internet or not configured)
+========================================
+=== RLJobRunner: ablation-pymethods2test-seqmean-arm0 ===
+[wandb_utils] Fixing permissions on: /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0/wandb
+[wandb_utils] WandB directory ready: /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0/wandb
+  HF_TOKEN=****pDbg
+  HF_HUB_CACHE=/e/data1/datasets/playground/ot-baf/hf_hub
+  SUPABASE_URL=https://rpzmyuapoqilpghynmza.s... (direct Supabase config)
+Environment configured:
+  TENSOR_PARALLEL_SIZE=1
+  NUM_INFERENCE_ENGINES=56
+  POLICY_NUM_NODES=14
+  WANDB_DIR=/e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0/wandb
+Starting Ray cluster with 14 nodes, 4 GPUs/node
+Cleaning up existing Ray instances...
+=== Starting Ray Cluster ===
+  Nodes: 14
+  GPUs per node: 4
+  CPUs per node: 288
+  Head node: jpbo-041-33 (10.128.32.33)
+  Ray port: 6379
+============================
+  Starting Ray head on jpbo-041-33 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_head_jpbo-041-33.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.32.33 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-041-33 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --head --node-ip-address=10.128.32.33 --port=6379 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray head on jpbo-041-33
+  Starting Ray worker on jpbo-041-34 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-041-34.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.32.34 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-041-34 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.32.33:6379 --node-ip-address=10.128.32.34 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 1 on jpbo-041-34
+  Starting Ray worker on jpbo-041-35 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-041-35.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.32.35 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-041-35 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.32.33:6379 --node-ip-address=10.128.32.35 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 2 on jpbo-041-35
+  Starting Ray worker on jpbo-041-36 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-041-36.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.32.36 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-041-36 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.32.33:6379 --node-ip-address=10.128.32.36 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 3 on jpbo-041-36
+  Starting Ray worker on jpbo-041-37 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-041-37.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.32.37 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-041-37 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.32.33:6379 --node-ip-address=10.128.32.37 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 4 on jpbo-041-37
+  Starting Ray worker on jpbo-041-38 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-041-38.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.32.38 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-041-38 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.32.33:6379 --node-ip-address=10.128.32.38 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 5 on jpbo-041-38
+  Starting Ray worker on jpbo-041-39 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-041-39.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.32.39 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-041-39 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.32.33:6379 --node-ip-address=10.128.32.39 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 6 on jpbo-041-39
+  Starting Ray worker on jpbo-041-40 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-041-40.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.32.40 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-041-40 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.32.33:6379 --node-ip-address=10.128.32.40 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 7 on jpbo-041-40
+  Starting Ray worker on jpbo-041-41 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-041-41.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.32.41 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-041-41 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.32.33:6379 --node-ip-address=10.128.32.41 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 8 on jpbo-041-41
+  Starting Ray worker on jpbo-041-42 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-041-42.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.32.42 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-041-42 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.32.33:6379 --node-ip-address=10.128.32.42 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 9 on jpbo-041-42
+  Starting Ray worker on jpbo-041-43 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-041-43.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.32.43 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-041-43 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.32.33:6379 --node-ip-address=10.128.32.43 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 10 on jpbo-041-43
+  Starting Ray worker on jpbo-041-44 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-041-44.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.32.44 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-041-44 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.32.33:6379 --node-ip-address=10.128.32.44 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 11 on jpbo-041-44
+  Starting Ray worker on jpbo-041-45 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-041-45.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.32.45 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-041-45 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.32.33:6379 --node-ip-address=10.128.32.45 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 12 on jpbo-041-45
+  Starting Ray worker on jpbo-041-46 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-041-46.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.32.46 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-041-46 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.32.33:6379 --node-ip-address=10.128.32.46 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 13 on jpbo-041-46
+  Waiting for cluster (56 GPUs, 14 nodes)...
+Connecting to Ray at 10.128.32.33:6379 (expecting 14 nodes, 56.0 GPUs)
+Ray connection established, polling for resources...
+[Ray wait] nodes=2/14 GPUs=8.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 1511604617216.0, 'accelerator_type:GH200': 2.0, 'CPU': 576.0, 'GPU': 8.0, 'object_store_memory': 85899345920.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0}
+[Ray wait] nodes=2/14 GPUs=8.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 1511604617216.0, 'accelerator_type:GH200': 2.0, 'CPU': 576.0, 'GPU': 8.0, 'object_store_memory': 85899345920.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0}
+[Ray wait] nodes=3/14 GPUs=12.0/56.0 resources={'GPU': 12.0, 'CPU': 864.0, 'accelerator_type:GH200': 3.0, 'memory': 2273135755264.0, 'node:10.128.32.44': 1.0, 'object_store_memory': 128849018880.0, 'node:10.128.32.43': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0}
+[Ray wait] nodes=4/14 GPUs=16.0/56.0 resources={'node:10.128.32.44': 1.0, 'CPU': 1152.0, 'accelerator_type:GH200': 4.0, 'memory': 3033402310656.0, 'GPU': 16.0, 'object_store_memory': 171798691840.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.43': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0}
+[Ray wait] nodes=4/14 GPUs=16.0/56.0 resources={'node:10.128.32.44': 1.0, 'memory': 3033402310656.0, 'accelerator_type:GH200': 4.0, 'CPU': 1152.0, 'GPU': 16.0, 'object_store_memory': 171798691840.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.43': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0}
+[Ray wait] nodes=5/14 GPUs=20.0/56.0 resources={'GPU': 20.0, 'memory': 3809847214080.0, 'accelerator_type:GH200': 5.0, 'CPU': 1440.0, 'node:10.128.32.44': 1.0, 'object_store_memory': 214748364800.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.43': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0}
+[Ray wait] nodes=6/14 GPUs=24.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 4562133647360.0, 'accelerator_type:GH200': 6.0, 'CPU': 1728.0, 'GPU': 24.0, 'object_store_memory': 257698037760.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0}
+[Ray wait] nodes=7/14 GPUs=28.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2016.0, 'accelerator_type:GH200': 7.0, 'memory': 5307486961664.0, 'GPU': 28.0, 'object_store_memory': 300647710720.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=7/14 GPUs=28.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2016.0, 'accelerator_type:GH200': 7.0, 'memory': 5307486961664.0, 'GPU': 28.0, 'object_store_memory': 300647710720.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=8/14 GPUs=32.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2304.0, 'accelerator_type:GH200': 8.0, 'memory': 6067020955648.0, 'GPU': 32.0, 'object_store_memory': 343597383680.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=8/14 GPUs=32.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2304.0, 'accelerator_type:GH200': 8.0, 'memory': 6067020955648.0, 'GPU': 32.0, 'object_store_memory': 343597383680.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=8/14 GPUs=32.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2304.0, 'accelerator_type:GH200': 8.0, 'memory': 6067020955648.0, 'GPU': 32.0, 'object_store_memory': 343597383680.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=8/14 GPUs=32.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 6067020955648.0, 'accelerator_type:GH200': 8.0, 'CPU': 2304.0, 'GPU': 32.0, 'object_store_memory': 343597383680.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'memory': 7593839362048.0, 'accelerator_type:GH200': 10.0, 'CPU': 2880.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.33': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.32.43': 1.0, 'CPU': 2880.0, 'accelerator_type:GH200': 10.0, 'memory': 7593839362048.0, 'GPU': 40.0, 'object_store_memory': 429496729600.0, 'node:10.128.32.34': 1.0, 'node:10.128.32.44': 1.0, 'node:10.128.32.36': 1.0, 'node:10.128.32.38': 1.0, 'node:10.128.32.42': 1.0, 'node:10.128.32.45': 1.0, 'node:10.128.32.46': 1.0, 'node:10.128.32.33': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.32.40': 1.0}
+  srun stderr: srun: error: _find_node_record: lookup failure for node "jpbo-123-29"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-30"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-31"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-32"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-33"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-34"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-35"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-36"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-37"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-38"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-39"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-40"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-41"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-42"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-43"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-44"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-45"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-46"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-47"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-48"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-01"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-02"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-03"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-04"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-05"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-06"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-07"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-08"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-09"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-10"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-11"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-12"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-13"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-14"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-15"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-16"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-17"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-18"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-19"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-20"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-21"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-22"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-23"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-24"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-25"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-26"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-27"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-28"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-29"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-30"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-31"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-32"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-33"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-34"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-35"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-36"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-37"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-38"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-39"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-40"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-41"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-42"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-43"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-44"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-45"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-46"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-47"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-48"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-01"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-02"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-03"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-04"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-05"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-06"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-07"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-08"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-09"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-10"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-11"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-12"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-13"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-14"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-15"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-16"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-17"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-18"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-19"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-20"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-21"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-22"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-23"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-24"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-25"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-26"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-27"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-28"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-29"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-30"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-31"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-32"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-33"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-34"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-35"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-36"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-37"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-38"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-39"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-40"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-41"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-42"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-43"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-44"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-45"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-46"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-47"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-48"
+srun: warning: Invalid hostnames in switch configuration: jpbo-123-[29-48],jpbo-124-[01-48],jpbo-125-[01-48]
+2026-06-07 14:35:10,656	INFO worker.py:1821 -- Connecting to existing Ray cluster at address: 10.128.32.33:6379...
+2026-06-07 14:35:10,666	INFO worker.py:2007 -- Connected to Ray cluster.
+/e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/lib/python3.12/site-packages/ray/_private/worker.py:2046: FutureWarning: Tip: In future versions of Ray, Ray will no longer override accelerator visible devices env var if num_gpus=0 or num_gpus=None (default). To enable this behavior and turn off this error message, set RAY_ACCEL_ENV_VAR_OVERRIDE_ON_ZERO=0
+  warnings.warn(
+[33m(raylet, ip=10.128.32.44)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+[33m(raylet, ip=10.128.32.43)[0m [2026-06-07 14:35:49,687 E 2691736 2691736] (raylet) main.cc:1032: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[36m(pid=352159)[0m [2026-06-07 14:35:54,163 E 352159 352769] core_worker_process.cc:842: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[33m(raylet, ip=10.128.32.44)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+[36m(pid=352184)[0m [2026-06-07 14:36:00,280 E 352184 353748] core_worker_process.cc:842: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14[32m [repeated 18x across cluster] (Ray deduplicates logs by default. Set RAY_DEDUP_LOGS=0 to disable log deduplication, or see https://docs.ray.io/en/master/ray-observability/user-guides/configure-logging.html#log-deduplication for more options.)[0m
+[33m(raylet, ip=10.128.32.42)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+[2026-06-07 14:36:04,817 E 352114 352155] core_worker_process.cc:842: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[33m(raylet, ip=10.128.32.44)[0m [2026-06-07 14:36:16,668 E 3005389 3005389] (raylet) main.cc:1032: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[36m(pid=352328)[0m [2026-06-07 14:36:04,815 E 352328 368299] core_worker_process.cc:842: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14[32m [repeated 269x across cluster][0m
+[33m(raylet, ip=10.128.32.42)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+[33m(raylet, ip=10.128.32.46)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+[33m(raylet, ip=10.128.32.42)[0m [2026-06-07 14:36:31,723 E 3108436 3108436] (raylet) main.cc:1032: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[33m(raylet, ip=10.128.32.46)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+[33m(raylet, ip=10.128.32.34)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+[33m(raylet, ip=10.128.32.46)[0m [2026-06-07 14:36:47,990 E 2656361 2656361] (raylet) main.cc:1032: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[33m(raylet, ip=10.128.32.40)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e[32m [repeated 3x across cluster][0m
+[33m(raylet, ip=10.128.32.34)[0m [2026-06-07 14:37:02,131 E 2733873 2733873] (raylet) main.cc:1032: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[33m(raylet, ip=10.128.32.36)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+[33m(raylet, ip=10.128.32.40)[0m [2026-06-07 14:37:06,688 E 2571074 2571074] (raylet) main.cc:1032: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[33m(raylet, ip=10.128.32.36)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+[33m(raylet, ip=10.128.32.36)[0m [2026-06-07 14:37:33,965 E 2625779 2625779] (raylet) main.cc:1032: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[33m(raylet, ip=10.128.32.38)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+[33m(raylet, ip=10.128.32.45)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e[32m [repeated 3x across cluster][0m
+[33m(raylet, ip=10.128.32.38)[0m [2026-06-07 14:38:06,213 E 2699635 2699635] (raylet) main.cc:1032: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[33m(raylet, ip=10.128.32.45)[0m [2026-06-07 14:38:14,810 E 2825651 2825651] (raylet) main.cc:1032: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+Traceback (most recent call last):
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/scripts/ray/wait_for_cluster.py", line 116, in <module>
+    main()
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/scripts/ray/wait_for_cluster.py", line 106, in main
+    wait_for_cluster(
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/scripts/ray/wait_for_cluster.py", line 94, in wait_for_cluster
+    raise TimeoutError(
+TimeoutError: Ray cluster did not reach desired resources within 600 seconds (nodes=10, gpus=40.0)
+srun: error: jpbo-041-33: task 0: Exited with exit code 1
+RL job failed: Ray cluster failed to start within 600s (last error: Command '['srun', '--export=ALL,WANDB_MODE=offline,GLOO_USE_IPV6=0,NCCL_SOCKET_FAMILY=AF_INET,VLLM_FORCE_IPV4=1,VLLM_SKIP_FLAG_DISCOVERY=1,SKYRL_ENABLE_NUMA_AFFINITY=1,DISABLE_AIOHTTP_TRANSPORT=True,VLLM_ALLREDUCE_USE_SYMM_MEM=0,TORCH_CUDNN_SDPA_ENABLED=0,PYTHONFAULTHANDLER=1,TORCH_NCCL_ASYNC_ERROR_HANDLING=1,TORCH_NCCL_HEARTBEAT_TIMEOUT_SEC=1800,TORCH_NCCL_BLOCKING_WAIT_TIMEOUT_MS=1800000,VLLM_MQ_MAX_CHUNKS=240,OT_AGENT_RAY_LOG_DIR=/e/data1/datasets/playground/ot-baf/experiments/_ray_logs,TORCH_NCCL_TRACE_BUFFER_SIZE=10000,TORCH_FR_BUFFER_SIZE=10000,TORCH_NCCL_DESYNC_DEBUG=1,TORCH_NCCL_DEBUG_INFO_TEMP_FILE=/e/data1/datasets/playground/ot-baf/experiments/_nccl_dumps/nccl_trace,VLLM_PYNCCL_TRACE_BUFFER_SIZE=10000,VLLM_PYNCCL_TRACE_DUMP_DIR=/e/data1/datasets/playground/ot-baf/experiments/_nccl_dumps/nccl_trace,VLLM_RAY_EXTRA_ENV_VAR_PREFIXES_TO_COPY=TORCH_NCCL_,TORCH_FR_,VLLM_PYNCCL_', '--nodes=1', '--ntasks=1', '--overlap', '--cpu-bind=none', '-w', 'jpbo-041-33', 'bash', '-c', 'unset LD_PRELOAD PROXYCHAINS_CONF_FILE 2>/dev/null; /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python scripts/ray/wait_for_cluster.py --address 10.128.32.33:6379 --expected-gpus 56 --expected-nodes 14 --timeout 600 --poll-interval 10']' returned non-zero exit status 1.)
+Traceback (most recent call last):
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/hpc/ray_utils.py", line 651, in _wait_for_cluster
+    result = subprocess.run(
+             ^^^^^^^^^^^^^^^
+  File "/e/scratch/jureap59/feuer1/miniforge3/lib/python3.12/subprocess.py", line 571, in run
+    raise CalledProcessError(retcode, process.args,
+subprocess.CalledProcessError: Command '['srun', '--export=ALL,WANDB_MODE=offline,GLOO_USE_IPV6=0,NCCL_SOCKET_FAMILY=AF_INET,VLLM_FORCE_IPV4=1,VLLM_SKIP_FLAG_DISCOVERY=1,SKYRL_ENABLE_NUMA_AFFINITY=1,DISABLE_AIOHTTP_TRANSPORT=True,VLLM_ALLREDUCE_USE_SYMM_MEM=0,TORCH_CUDNN_SDPA_ENABLED=0,PYTHONFAULTHANDLER=1,TORCH_NCCL_ASYNC_ERROR_HANDLING=1,TORCH_NCCL_HEARTBEAT_TIMEOUT_SEC=1800,TORCH_NCCL_BLOCKING_WAIT_TIMEOUT_MS=1800000,VLLM_MQ_MAX_CHUNKS=240,OT_AGENT_RAY_LOG_DIR=/e/data1/datasets/playground/ot-baf/experiments/_ray_logs,TORCH_NCCL_TRACE_BUFFER_SIZE=10000,TORCH_FR_BUFFER_SIZE=10000,TORCH_NCCL_DESYNC_DEBUG=1,TORCH_NCCL_DEBUG_INFO_TEMP_FILE=/e/data1/datasets/playground/ot-baf/experiments/_nccl_dumps/nccl_trace,VLLM_PYNCCL_TRACE_BUFFER_SIZE=10000,VLLM_PYNCCL_TRACE_DUMP_DIR=/e/data1/datasets/playground/ot-baf/experiments/_nccl_dumps/nccl_trace,VLLM_RAY_EXTRA_ENV_VAR_PREFIXES_TO_COPY=TORCH_NCCL_,TORCH_FR_,VLLM_PYNCCL_', '--nodes=1', '--ntasks=1', '--overlap', '--cpu-bind=none', '-w', 'jpbo-041-33', 'bash', '-c', 'unset LD_PRELOAD PROXYCHAINS_CONF_FILE 2>/dev/null; /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python scripts/ray/wait_for_cluster.py --address 10.128.32.33:6379 --expected-gpus 56 --expected-nodes 14 --timeout 600 --poll-interval 10']' returned non-zero exit status 1.
+The above exception was the direct cause of the following exception:
+Traceback (most recent call last):
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/hpc/rl_launch_utils.py", line 1285, in run
+    training_exit_code = self._run_with_ray()
+                         ^^^^^^^^^^^^^^^^^^^^
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/hpc/rl_launch_utils.py", line 1532, in _run_with_ray
+    with RayCluster.from_slurm(ray_cfg) as ray_cluster:
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/hpc/ray_utils.py", line 888, in __enter__
+    self.start()
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/hpc/ray_utils.py", line 377, in start
+    self._wait_for_cluster()
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/hpc/ray_utils.py", line 679, in _wait_for_cluster
+    raise RuntimeError(
+RuntimeError: Ray cluster failed to start within 600s (last error: Command '['srun', '--export=ALL,WANDB_MODE=offline,GLOO_USE_IPV6=0,NCCL_SOCKET_FAMILY=AF_INET,VLLM_FORCE_IPV4=1,VLLM_SKIP_FLAG_DISCOVERY=1,SKYRL_ENABLE_NUMA_AFFINITY=1,DISABLE_AIOHTTP_TRANSPORT=True,VLLM_ALLREDUCE_USE_SYMM_MEM=0,TORCH_CUDNN_SDPA_ENABLED=0,PYTHONFAULTHANDLER=1,TORCH_NCCL_ASYNC_ERROR_HANDLING=1,TORCH_NCCL_HEARTBEAT_TIMEOUT_SEC=1800,TORCH_NCCL_BLOCKING_WAIT_TIMEOUT_MS=1800000,VLLM_MQ_MAX_CHUNKS=240,OT_AGENT_RAY_LOG_DIR=/e/data1/datasets/playground/ot-baf/experiments/_ray_logs,TORCH_NCCL_TRACE_BUFFER_SIZE=10000,TORCH_FR_BUFFER_SIZE=10000,TORCH_NCCL_DESYNC_DEBUG=1,TORCH_NCCL_DEBUG_INFO_TEMP_FILE=/e/data1/datasets/playground/ot-baf/experiments/_nccl_dumps/nccl_trace,VLLM_PYNCCL_TRACE_BUFFER_SIZE=10000,VLLM_PYNCCL_TRACE_DUMP_DIR=/e/data1/datasets/playground/ot-baf/experiments/_nccl_dumps/nccl_trace,VLLM_RAY_EXTRA_ENV_VAR_PREFIXES_TO_COPY=TORCH_NCCL_,TORCH_FR_,VLLM_PYNCCL_', '--nodes=1', '--ntasks=1', '--overlap', '--cpu-bind=none', '-w', 'jpbo-041-33', 'bash', '-c', 'unset LD_PRELOAD PROXYCHAINS_CONF_FILE 2>/dev/null; /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python scripts/ray/wait_for_cluster.py --address 10.128.32.33:6379 --expected-gpus 56 --expected-nodes 14 --timeout 600 --poll-interval 10']' returned non-zero exit status 1.)
+[RLJobRunner] Crash detected (exit!=0) — preserving Ray logs to /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0/ablation-pymethods2test-seqmean-arm0/ray_logs BEFORE trace upload (so a wall-clock kill can't lose crash evidence)...
+[RLJobRunner] Crash-time Ray log preservation timed out (600s); continuing.
+[RLJobRunner] Launching trace upload (training exit code: 1):
+  repo_id: DCAgent/ablation-pymethods2test-seqmean-arm0
+  job_dir: /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0/ablation-pymethods2test-seqmean-arm0
+  episodes: last
+  log: /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0/logs/ablation-pymethods2test-seqmean-arm0_trace_upload.log
+[RLJobRunner] Waiting for trace upload to complete...
+[RLJobRunner] Trace upload failed with exit code 1.
+Preserving Ray logs to /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0/ray_logs/
+  Collecting Ray logs from worker jpbo-041-34...
+  Collecting Ray logs from worker jpbo-041-35...
+  Collecting Ray logs from worker jpbo-041-36...
+  Collecting Ray logs from worker jpbo-041-37...
+  Collecting Ray logs from worker jpbo-041-38...
+  Collecting Ray logs from worker jpbo-041-39...
+  Collecting Ray logs from worker jpbo-041-40...
+  Collecting Ray logs from worker jpbo-041-41...
+  Collecting Ray logs from worker jpbo-041-42...
+  Collecting Ray logs from worker jpbo-041-43...
+  Collecting Ray logs from worker jpbo-041-44...
+  Collecting Ray logs from worker jpbo-041-45...
+  Collecting Ray logs from worker jpbo-041-46...
+Ray log preservation complete

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+size 23994623

training_logs/ablation-pymethods2test-seqmean-arm0_657667.out ADDED Viewed

	@@ -0,0 +1,17 @@

+The following have been reloaded with a version change:
+  1) GCCcore/.14.3.0 => GCCcore/14.3.0
+Lmod is automatically replacing "GCC/14.3.0" with
+"nvidia-compilers/25.9-CUDA-13".
+Deactivating conda environment: /e/scratch/jureap59/feuer1/miniforge3/envs/otagent
+Warning: RL environment not found at /e/home/jusers/feuer1/jupiter/envs/rl
+Run ./hpc/setup_rl_env.sh to create it, or set DCFT_RL_ENV
+/usr/bin/which: no python in (/e/software/default/stages/2026/software/nvidia-compilers/25.9-CUDA-13/Linux_aarch64/25.9/compilers/bin:/e/software/default/stages/2026/software/numactl/2.0.19-GCCcore-14.3.0/bin:/e/software/default/stages/2026/software/GCCcore/14.3.0/bin:/e/software/default/stages/2026/software/CUDA/13/nvvm/bin:/e/software/default/stages/2026/software/CUDA/13/bin:/e/scratch/jureap59/feuer1/miniforge3/condabin:/e/software/default/stages/2026/software/make/4.4.1-GCCcore-14.3.0/bin:/e/software/default/stages/2026/software/binutils/2.44-GCCcore-14.3.0/bin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/opt/jsc/bin:/usr/local/jsc/bin:/opt/parastation/bin:/e/software/default/bin)
+Python executable:
+/var/spool/slurmd/job657667/slurm_script: line 128: python: command not found
+Python path check:
+[ray] RAY_TMPDIR=/tmp/ray/ray_657667
+/var/spool/slurmd/job657667/slurm_script: line 253: /e/home/jusers/feuer1/jupiter/hpc/shell_utils/triton_cache.sh: No such file or directory

training_logs/ablation-pymethods2test-seqmean-arm0_657668.out ADDED Viewed

	@@ -0,0 +1,17 @@

+The following have been reloaded with a version change:
+  1) GCCcore/.14.3.0 => GCCcore/14.3.0
+Lmod is automatically replacing "GCC/14.3.0" with
+"nvidia-compilers/25.9-CUDA-13".
+Deactivating conda environment: /e/scratch/jureap59/feuer1/miniforge3/envs/otagent
+Warning: RL environment not found at /e/home/jusers/feuer1/jupiter/envs/rl
+Run ./hpc/setup_rl_env.sh to create it, or set DCFT_RL_ENV
+/usr/bin/which: no python in (/e/software/default/stages/2026/software/nvidia-compilers/25.9-CUDA-13/Linux_aarch64/25.9/compilers/bin:/e/software/default/stages/2026/software/numactl/2.0.19-GCCcore-14.3.0/bin:/e/software/default/stages/2026/software/GCCcore/14.3.0/bin:/e/software/default/stages/2026/software/CUDA/13/nvvm/bin:/e/software/default/stages/2026/software/CUDA/13/bin:/e/scratch/jureap59/feuer1/miniforge3/condabin:/e/software/default/stages/2026/software/make/4.4.1-GCCcore-14.3.0/bin:/e/software/default/stages/2026/software/binutils/2.44-GCCcore-14.3.0/bin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/opt/jsc/bin:/usr/local/jsc/bin:/opt/parastation/bin:/e/software/default/bin)
+Python executable:
+/var/spool/slurmd/job657668/slurm_script: line 128: python: command not found
+Python path check:
+[ray] RAY_TMPDIR=/tmp/ray/ray_657668
+/var/spool/slurmd/job657668/slurm_script: line 253: /e/home/jusers/feuer1/jupiter/hpc/shell_utils/triton_cache.sh: No such file or directory

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	@@ -0,0 +1,17 @@

+The following have been reloaded with a version change:
+  1) GCCcore/.14.3.0 => GCCcore/14.3.0
+Lmod is automatically replacing "GCC/14.3.0" with
+"nvidia-compilers/25.9-CUDA-13".
+Deactivating conda environment: /e/scratch/jureap59/feuer1/miniforge3/envs/otagent
+Warning: RL environment not found at /e/home/jusers/feuer1/jupiter/envs/rl
+Run ./hpc/setup_rl_env.sh to create it, or set DCFT_RL_ENV
+/usr/bin/which: no python in (/e/software/default/stages/2026/software/nvidia-compilers/25.9-CUDA-13/Linux_aarch64/25.9/compilers/bin:/e/software/default/stages/2026/software/numactl/2.0.19-GCCcore-14.3.0/bin:/e/software/default/stages/2026/software/GCCcore/14.3.0/bin:/e/software/default/stages/2026/software/CUDA/13/nvvm/bin:/e/software/default/stages/2026/software/CUDA/13/bin:/e/scratch/jureap59/feuer1/miniforge3/condabin:/e/software/default/stages/2026/software/make/4.4.1-GCCcore-14.3.0/bin:/e/software/default/stages/2026/software/binutils/2.44-GCCcore-14.3.0/bin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/opt/jsc/bin:/usr/local/jsc/bin:/opt/parastation/bin:/e/software/default/bin)
+Python executable:
+/var/spool/slurmd/job657669/slurm_script: line 128: python: command not found
+Python path check:
+[ray] RAY_TMPDIR=/tmp/ray/ray_657669
+/var/spool/slurmd/job657669/slurm_script: line 253: /e/home/jusers/feuer1/jupiter/hpc/shell_utils/triton_cache.sh: No such file or directory

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	@@ -0,0 +1,17 @@

+The following have been reloaded with a version change:
+  1) GCCcore/.14.3.0 => GCCcore/14.3.0
+Lmod is automatically replacing "GCC/14.3.0" with
+"nvidia-compilers/25.9-CUDA-13".
+Deactivating conda environment: /e/scratch/jureap59/feuer1/miniforge3/envs/otagent
+Warning: RL environment not found at /e/home/jusers/feuer1/jupiter/envs/rl
+Run ./hpc/setup_rl_env.sh to create it, or set DCFT_RL_ENV
+/usr/bin/which: no python in (/e/software/default/stages/2026/software/nvidia-compilers/25.9-CUDA-13/Linux_aarch64/25.9/compilers/bin:/e/software/default/stages/2026/software/numactl/2.0.19-GCCcore-14.3.0/bin:/e/software/default/stages/2026/software/GCCcore/14.3.0/bin:/e/software/default/stages/2026/software/CUDA/13/nvvm/bin:/e/software/default/stages/2026/software/CUDA/13/bin:/e/scratch/jureap59/feuer1/miniforge3/condabin:/e/software/default/stages/2026/software/make/4.4.1-GCCcore-14.3.0/bin:/e/software/default/stages/2026/software/binutils/2.44-GCCcore-14.3.0/bin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/opt/jsc/bin:/usr/local/jsc/bin:/opt/parastation/bin:/e/software/default/bin)
+Python executable:
+/var/spool/slurmd/job657670/slurm_script: line 128: python: command not found
+Python path check:
+[ray] RAY_TMPDIR=/tmp/ray/ray_657670
+/var/spool/slurmd/job657670/slurm_script: line 253: /e/home/jusers/feuer1/jupiter/hpc/shell_utils/triton_cache.sh: No such file or directory

training_logs/ablation-pymethods2test-seqmean-arm0_657671.out ADDED Viewed

	@@ -0,0 +1,17 @@

+The following have been reloaded with a version change:
+  1) GCCcore/.14.3.0 => GCCcore/14.3.0
+Lmod is automatically replacing "GCC/14.3.0" with
+"nvidia-compilers/25.9-CUDA-13".
+Deactivating conda environment: /e/scratch/jureap59/feuer1/miniforge3/envs/otagent
+Warning: RL environment not found at /e/home/jusers/feuer1/jupiter/envs/rl
+Run ./hpc/setup_rl_env.sh to create it, or set DCFT_RL_ENV
+/usr/bin/which: no python in (/e/software/default/stages/2026/software/nvidia-compilers/25.9-CUDA-13/Linux_aarch64/25.9/compilers/bin:/e/software/default/stages/2026/software/numactl/2.0.19-GCCcore-14.3.0/bin:/e/software/default/stages/2026/software/GCCcore/14.3.0/bin:/e/software/default/stages/2026/software/CUDA/13/nvvm/bin:/e/software/default/stages/2026/software/CUDA/13/bin:/e/scratch/jureap59/feuer1/miniforge3/condabin:/e/software/default/stages/2026/software/make/4.4.1-GCCcore-14.3.0/bin:/e/software/default/stages/2026/software/binutils/2.44-GCCcore-14.3.0/bin:/usr/local/bin:/usr/bin:/usr/local/sbin:/usr/sbin:/opt/jsc/bin:/usr/local/jsc/bin:/opt/parastation/bin:/e/software/default/bin)
+Python executable:
+/var/spool/slurmd/job657671/slurm_script: line 128: python: command not found
+Python path check:
+[ray] RAY_TMPDIR=/tmp/ray/ray_657671
+/var/spool/slurmd/job657671/slurm_script: line 253: /e/home/jusers/feuer1/jupiter/hpc/shell_utils/triton_cache.sh: No such file or directory

training_logs/ablation-pymethods2test-seqmean-arm0_661733.out ADDED Viewed

	@@ -0,0 +1,364 @@

+The following have been reloaded with a version change:
+  1) GCCcore/.14.3.0 => GCCcore/14.3.0
+Lmod is automatically replacing "GCC/14.3.0" with
+"nvidia-compilers/25.9-CUDA-13".
+Deactivating conda environment: /e/scratch/jureap59/feuer1/miniforge3/envs/otagent
+Activating RL environment: /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl
+Python executable: /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python
+Python path check: /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python
+[ray] RAY_TMPDIR=/tmp/ray/ray_661733
+[triton_cache] Triton cache: /tmp/triton_cache_feuer1_661733
+[triton_cache] TorchInductor cache: /tmp/torchinductor_cache_feuer1_661733
+[proxy] ✓ Found proxychains binary at /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4
+[proxy] Setting up SSH tunnel to jpbl-s01-01
+[proxy] SSH key: /e/home/jusers/feuer1/jupiter/.ssh/authorized_keys/id_ed25519_jsc
+[proxy] Tunnel port: 7003
+[proxy] Node IP: 10.128.16.35 (workers will connect here)
+[proxy] ✓ SSH tunnel started successfully
+[proxy] ✓ Generated proxychains config at /e/home/jusers/feuer1/jupiter/.proxychains/proxychains_661733.conf
+[proxy]   - Internal traffic (10.x.x.x, 172.x.x.x, 169.254.x.x) → DIRECT
+[proxy]   - External traffic (internet) → PROXY via tunnel
+[proxy] ✓ Daytona timeout settings configured
+[proxy] Testing proxy connectivity...
+[proxychains] config file found: /e/home/jusers/feuer1/jupiter/.proxychains/proxychains_661733.conf
+[proxychains] preloading /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/lib/libproxychains4.so
+[proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+[proxy] ✓ Proxy connectivity test passed (huggingface.co reachable via wrapped binary)
+[proxy] ⚠ Tunnel not accessible at 10.128.16.35:7003 (workers may fail)
+[proxy] ✓ Proxy setup complete (using wrapped binary for Ray workers)
+[container_runtime] Using cloud backend: daytona (no local container setup)
+=== Universal RL Training Runner ===
+Config: /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0_2/configs/ablation-pymethods2test-seqmean-arm0_rl_config.json
+Working directory: /e/scratch/jureap59/feuer1/OpenThoughts-Agent
+Python: /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python
+Python version: Python 3.12.12
+UV_USE_IO_URING: 0
+Proxy: DISABLED (direct internet or not configured)
+========================================
+=== RLJobRunner: ablation-pymethods2test-seqmean-arm0 ===
+[wandb_utils] Fixing permissions on: /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0_2/wandb
+[wandb_utils] WandB directory ready: /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0_2/wandb
+  HF_TOKEN=****pDbg
+  HF_HUB_CACHE=/e/data1/datasets/playground/ot-baf/hf_hub
+  SUPABASE_URL=https://rpzmyuapoqilpghynmza.s... (direct Supabase config)
+Environment configured:
+  TENSOR_PARALLEL_SIZE=1
+  NUM_INFERENCE_ENGINES=56
+  POLICY_NUM_NODES=14
+  WANDB_DIR=/e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0_2/wandb
+Starting Ray cluster with 14 nodes, 4 GPUs/node
+Cleaning up existing Ray instances...
+=== Starting Ray Cluster ===
+  Nodes: 14
+  GPUs per node: 4
+  CPUs per node: 288
+  Head node: jpbo-001-35 (10.128.16.35)
+  Ray port: 6379
+============================
+  Starting Ray head on jpbo-001-35 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_head_jpbo-001-35.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.16.35 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-001-35 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --head --node-ip-address=10.128.16.35 --port=6379 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray head on jpbo-001-35
+  Starting Ray worker on jpbo-001-36 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-001-36.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.16.36 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-001-36 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.16.35:6379 --node-ip-address=10.128.16.36 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 1 on jpbo-001-36
+  Starting Ray worker on jpbo-001-37 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-001-37.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.16.37 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-001-37 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.16.35:6379 --node-ip-address=10.128.16.37 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 2 on jpbo-001-37
+  Starting Ray worker on jpbo-001-38 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-001-38.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.16.38 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-001-38 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.16.35:6379 --node-ip-address=10.128.16.38 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 3 on jpbo-001-38
+  Starting Ray worker on jpbo-001-41 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-001-41.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.16.41 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-001-41 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.16.35:6379 --node-ip-address=10.128.16.41 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 4 on jpbo-001-41
+  Starting Ray worker on jpbo-001-42 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-001-42.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.16.42 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-001-42 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.16.35:6379 --node-ip-address=10.128.16.42 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 5 on jpbo-001-42
+  Starting Ray worker on jpbo-001-43 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-001-43.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.16.43 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-001-43 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.16.35:6379 --node-ip-address=10.128.16.43 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 6 on jpbo-001-43
+  Starting Ray worker on jpbo-001-44 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-001-44.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.16.44 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-001-44 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.16.35:6379 --node-ip-address=10.128.16.44 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 7 on jpbo-001-44
+  Starting Ray worker on jpbo-001-45 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-001-45.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.16.45 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-001-45 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.16.35:6379 --node-ip-address=10.128.16.45 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 8 on jpbo-001-45
+  Starting Ray worker on jpbo-001-46 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-001-46.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.16.46 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-001-46 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.16.35:6379 --node-ip-address=10.128.16.46 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 9 on jpbo-001-46
+  Starting Ray worker on jpbo-001-47 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-001-47.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.16.47 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-001-47 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.16.35:6379 --node-ip-address=10.128.16.47 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 10 on jpbo-001-47
+  Starting Ray worker on jpbo-001-48 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-001-48.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.16.48 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-001-48 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.16.35:6379 --node-ip-address=10.128.16.48 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 11 on jpbo-001-48
+  Starting Ray worker on jpbo-003-37 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-003-37.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.16.133 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-003-37 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.16.35:6379 --node-ip-address=10.128.16.133 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 12 on jpbo-003-37
+  Starting Ray worker on jpbo-003-39 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-003-39.log)...
+  Command: srun --export=ALL,VLLM_HOST_IP=10.128.16.135 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-003-39 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.16.35:6379 --node-ip-address=10.128.16.135 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
+  Started Ray worker 13 on jpbo-003-39
+  Waiting for cluster (56 GPUs, 14 nodes)...
+Connecting to Ray at 10.128.16.35:6379 (expecting 14 nodes, 56.0 GPUs)
+Ray connection established, polling for resources...
+[Ray wait] nodes=9/14 GPUs=36.0/56.0 resources={'node:10.128.16.41': 1.0, 'GPU': 36.0, 'memory': 6664106213376.0, 'accelerator_type:GH200': 9.0, 'object_store_memory': 386547056640.0, 'CPU': 2592.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0}
+[Ray wait] nodes=9/14 GPUs=36.0/56.0 resources={'node:10.128.16.41': 1.0, 'memory': 6664106213376.0, 'GPU': 36.0, 'accelerator_type:GH200': 9.0, 'object_store_memory': 386547056640.0, 'CPU': 2592.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0}
+[Ray wait] nodes=9/14 GPUs=36.0/56.0 resources={'node:10.128.16.41': 1.0, 'memory': 6664106213376.0, 'GPU': 36.0, 'accelerator_type:GH200': 9.0, 'object_store_memory': 386547056640.0, 'CPU': 2592.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0}
+[Ray wait] nodes=9/14 GPUs=36.0/56.0 resources={'node:10.128.16.41': 1.0, 'GPU': 36.0, 'memory': 6664106213376.0, 'accelerator_type:GH200': 9.0, 'object_store_memory': 386547056640.0, 'CPU': 2592.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0}
+[Ray wait] nodes=9/14 GPUs=36.0/56.0 resources={'node:10.128.16.41': 1.0, 'GPU': 36.0, 'memory': 6664106213376.0, 'accelerator_type:GH200': 9.0, 'object_store_memory': 386547056640.0, 'CPU': 2592.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0}
+[Ray wait] nodes=9/14 GPUs=36.0/56.0 resources={'node:10.128.16.41': 1.0, 'memory': 6664106213376.0, 'GPU': 36.0, 'accelerator_type:GH200': 9.0, 'object_store_memory': 386547056640.0, 'CPU': 2592.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0}
+[Ray wait] nodes=9/14 GPUs=36.0/56.0 resources={'node:10.128.16.41': 1.0, 'memory': 6664106213376.0, 'GPU': 36.0, 'accelerator_type:GH200': 9.0, 'object_store_memory': 386547056640.0, 'CPU': 2592.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0}
+[Ray wait] nodes=9/14 GPUs=36.0/56.0 resources={'node:10.128.16.41': 1.0, 'memory': 6664106213376.0, 'GPU': 36.0, 'accelerator_type:GH200': 9.0, 'object_store_memory': 386547056640.0, 'CPU': 2592.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0}
+[Ray wait] nodes=9/14 GPUs=36.0/56.0 resources={'node:10.128.16.41': 1.0, 'memory': 6664106213376.0, 'GPU': 36.0, 'accelerator_type:GH200': 9.0, 'object_store_memory': 386547056640.0, 'CPU': 2592.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0}
+[Ray wait] nodes=9/14 GPUs=36.0/56.0 resources={'node:10.128.16.41': 1.0, 'GPU': 36.0, 'memory': 6664106213376.0, 'accelerator_type:GH200': 9.0, 'object_store_memory': 386547056640.0, 'CPU': 2592.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0}
+[Ray wait] nodes=9/14 GPUs=36.0/56.0 resources={'node:10.128.16.41': 1.0, 'memory': 6664106213376.0, 'GPU': 36.0, 'accelerator_type:GH200': 9.0, 'object_store_memory': 386547056640.0, 'CPU': 2592.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0}
+[Ray wait] nodes=10/14 GPUs=40.0/56.0 resources={'node:10.128.16.41': 1.0, 'GPU': 40.0, 'memory': 7408839753728.0, 'accelerator_type:GH200': 10.0, 'object_store_memory': 429496729600.0, 'CPU': 2880.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0}
+[Ray wait] nodes=11/14 GPUs=44.0/56.0 resources={'GPU': 44.0, 'memory': 8175128150016.0, 'accelerator_type:GH200': 11.0, 'object_store_memory': 472446402560.0, 'node:10.128.16.135': 1.0, 'CPU': 3168.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'GPU': 48.0, 'memory': 8928165036032.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=12/14 GPUs=48.0/56.0 resources={'memory': 8928165036032.0, 'GPU': 48.0, 'accelerator_type:GH200': 12.0, 'object_store_memory': 515396075520.0, 'node:10.128.16.135': 1.0, 'CPU': 3456.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0}
+[Ray wait] nodes=13/14 GPUs=52.0/56.0 resources={'GPU': 52.0, 'memory': 9646728871936.0, 'accelerator_type:GH200': 13.0, 'object_store_memory': 558345748480.0, 'node:10.128.16.135': 1.0, 'CPU': 3744.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0, 'node:10.128.16.46': 1.0}
+[Ray wait] nodes=13/14 GPUs=52.0/56.0 resources={'GPU': 52.0, 'memory': 9646728871936.0, 'accelerator_type:GH200': 13.0, 'object_store_memory': 558345748480.0, 'node:10.128.16.135': 1.0, 'CPU': 3744.0, 'node:10.128.16.41': 1.0, 'node:10.128.16.42': 1.0, 'node:10.128.16.36': 1.0, 'node:10.128.16.38': 1.0, 'node:10.128.16.43': 1.0, 'node:10.128.16.44': 1.0, 'node:10.128.16.47': 1.0, 'node:10.128.16.37': 1.0, 'node:10.128.16.35': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.16.45': 1.0, 'node:10.128.16.133': 1.0, 'node:10.128.16.46': 1.0}
+  srun stderr: srun: error: _find_node_record: lookup failure for node "jpbo-123-29"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-30"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-31"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-32"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-33"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-34"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-35"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-36"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-37"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-38"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-39"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-40"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-41"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-42"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-43"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-44"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-45"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-46"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-47"
+srun: error: _find_node_record: lookup failure for node "jpbo-123-48"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-01"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-02"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-03"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-04"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-05"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-06"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-07"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-08"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-09"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-10"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-11"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-12"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-13"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-14"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-15"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-16"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-17"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-18"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-19"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-20"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-21"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-22"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-23"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-24"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-25"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-26"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-27"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-28"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-29"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-30"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-31"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-32"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-33"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-34"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-35"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-36"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-37"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-38"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-39"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-40"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-41"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-42"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-43"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-44"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-45"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-46"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-47"
+srun: error: _find_node_record: lookup failure for node "jpbo-124-48"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-01"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-02"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-03"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-04"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-05"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-06"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-07"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-08"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-09"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-10"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-11"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-12"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-13"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-14"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-15"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-16"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-17"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-18"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-19"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-20"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-21"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-22"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-23"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-24"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-25"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-26"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-27"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-28"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-29"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-30"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-31"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-32"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-33"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-34"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-35"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-36"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-37"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-38"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-39"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-40"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-41"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-42"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-43"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-44"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-45"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-46"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-47"
+srun: error: _find_node_record: lookup failure for node "jpbo-125-48"
+srun: warning: Invalid hostnames in switch configuration: jpbo-123-[29-48],jpbo-124-[01-48],jpbo-125-[01-48]
+2026-06-08 13:34:49,641	INFO worker.py:1821 -- Connecting to existing Ray cluster at address: 10.128.16.35:6379...
+2026-06-08 13:34:49,647	WARNING node.py:1846 -- The object spilling config is specified from an unstable API - system config or environment variable. This is subject to change in the future. You can use the stable API - --object-spilling-directory in ray start or object_spilling_directory in ray.init() to specify the object spilling directory instead. If you need more advanced settings, please open a github issue with the Ray team.
+2026-06-08 13:34:49,649	INFO worker.py:2007 -- Connected to Ray cluster.
+/e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/lib/python3.12/site-packages/ray/_private/worker.py:2046: FutureWarning: Tip: In future versions of Ray, Ray will no longer override accelerator visible devices env var if num_gpus=0 or num_gpus=None (default). To enable this behavior and turn off this error message, set RAY_ACCEL_ENV_VAR_OVERRIDE_ON_ZERO=0
+  warnings.warn(
+[36m(pid=1699456)[0m [2026-06-08 13:35:34,739 E 1699456 1700253] core_worker_process.cc:842: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[36m(pid=1699477)[0m [2026-06-08 13:35:42,369 E 1699477 1701156] core_worker_process.cc:842: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14[32m [repeated 18x across cluster] (Ray deduplicates logs by default. Set RAY_DEDUP_LOGS=0 to disable log deduplication, or see https://docs.ray.io/en/master/ray-observability/user-guides/configure-logging.html#log-deduplication for more options.)[0m
+[2026-06-08 13:35:45,201 E 1699412 1699453] core_worker_process.cc:842: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[33m(raylet, ip=10.128.16.47)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+[36m(pid=1699674)[0m [2026-06-08 13:35:45,144 E 1699674 1715593] core_worker_process.cc:842: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14[32m [repeated 269x across cluster][0m
+[33m(raylet, ip=10.128.16.133)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e[32m [repeated 5x across cluster][0m
+[33m(raylet, ip=10.128.16.47)[0m [2026-06-08 13:37:33,645 E 1598284 1598284] (raylet) main.cc:1032: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[33m(raylet, ip=10.128.16.135)[0m [2026-06-08 13:37:44,343 E 3199851 3199851] (raylet) main.cc:1032: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[33m(raylet, ip=10.128.16.133)[0m [2026-06-08 13:37:47,415 E 2150584 2150584] (raylet) main.cc:1032: Failed to establish connection to the metrics exporter agent. Metrics will not be exported. Exporter agent status: RpcError: Running out of retries to initialize the metrics agent. rpc_code: 14
+[33m(raylet, ip=10.128.16.46)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+[33m(raylet, ip=10.128.16.46)[0m [proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
+Traceback (most recent call last):
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/scripts/ray/wait_for_cluster.py", line 116, in <module>
+    main()
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/scripts/ray/wait_for_cluster.py", line 106, in main
+    wait_for_cluster(
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/scripts/ray/wait_for_cluster.py", line 94, in wait_for_cluster
+    raise TimeoutError(
+TimeoutError: Ray cluster did not reach desired resources within 600 seconds (nodes=13, gpus=52.0)
+srun: error: jpbo-001-35: task 0: Exited with exit code 1
+RL job failed: Ray cluster failed to start within 600s (last error: Command '['srun', '--export=ALL,WANDB_MODE=offline,GLOO_USE_IPV6=0,NCCL_SOCKET_FAMILY=AF_INET,VLLM_FORCE_IPV4=1,VLLM_SKIP_FLAG_DISCOVERY=1,SKYRL_ENABLE_NUMA_AFFINITY=1,DISABLE_AIOHTTP_TRANSPORT=True,VLLM_ALLREDUCE_USE_SYMM_MEM=0,TORCH_CUDNN_SDPA_ENABLED=0,PYTHONFAULTHANDLER=1,TORCH_NCCL_ASYNC_ERROR_HANDLING=1,TORCH_NCCL_HEARTBEAT_TIMEOUT_SEC=1800,TORCH_NCCL_BLOCKING_WAIT_TIMEOUT_MS=1800000,VLLM_MQ_MAX_CHUNKS=240,OT_AGENT_RAY_LOG_DIR=/e/data1/datasets/playground/ot-baf/experiments/_ray_logs', '--nodes=1', '--ntasks=1', '--overlap', '--cpu-bind=none', '-w', 'jpbo-001-35', 'bash', '-c', 'unset LD_PRELOAD PROXYCHAINS_CONF_FILE 2>/dev/null; /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python scripts/ray/wait_for_cluster.py --address 10.128.16.35:6379 --expected-gpus 56 --expected-nodes 14 --timeout 600 --poll-interval 10']' returned non-zero exit status 1.)
+Traceback (most recent call last):
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/hpc/ray_utils.py", line 651, in _wait_for_cluster
+    result = subprocess.run(
+             ^^^^^^^^^^^^^^^
+  File "/e/scratch/jureap59/feuer1/miniforge3/lib/python3.12/subprocess.py", line 571, in run
+    raise CalledProcessError(retcode, process.args,
+subprocess.CalledProcessError: Command '['srun', '--export=ALL,WANDB_MODE=offline,GLOO_USE_IPV6=0,NCCL_SOCKET_FAMILY=AF_INET,VLLM_FORCE_IPV4=1,VLLM_SKIP_FLAG_DISCOVERY=1,SKYRL_ENABLE_NUMA_AFFINITY=1,DISABLE_AIOHTTP_TRANSPORT=True,VLLM_ALLREDUCE_USE_SYMM_MEM=0,TORCH_CUDNN_SDPA_ENABLED=0,PYTHONFAULTHANDLER=1,TORCH_NCCL_ASYNC_ERROR_HANDLING=1,TORCH_NCCL_HEARTBEAT_TIMEOUT_SEC=1800,TORCH_NCCL_BLOCKING_WAIT_TIMEOUT_MS=1800000,VLLM_MQ_MAX_CHUNKS=240,OT_AGENT_RAY_LOG_DIR=/e/data1/datasets/playground/ot-baf/experiments/_ray_logs', '--nodes=1', '--ntasks=1', '--overlap', '--cpu-bind=none', '-w', 'jpbo-001-35', 'bash', '-c', 'unset LD_PRELOAD PROXYCHAINS_CONF_FILE 2>/dev/null; /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python scripts/ray/wait_for_cluster.py --address 10.128.16.35:6379 --expected-gpus 56 --expected-nodes 14 --timeout 600 --poll-interval 10']' returned non-zero exit status 1.
+The above exception was the direct cause of the following exception:
+Traceback (most recent call last):
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/hpc/rl_launch_utils.py", line 1291, in run
+    training_exit_code = self._run_with_ray()
+                         ^^^^^^^^^^^^^^^^^^^^
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/hpc/rl_launch_utils.py", line 1538, in _run_with_ray
+    with RayCluster.from_slurm(ray_cfg) as ray_cluster:
+         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/hpc/ray_utils.py", line 888, in __enter__
+    self.start()
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/hpc/ray_utils.py", line 377, in start
+    self._wait_for_cluster()
+  File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/hpc/ray_utils.py", line 679, in _wait_for_cluster
+    raise RuntimeError(
+RuntimeError: Ray cluster failed to start within 600s (last error: Command '['srun', '--export=ALL,WANDB_MODE=offline,GLOO_USE_IPV6=0,NCCL_SOCKET_FAMILY=AF_INET,VLLM_FORCE_IPV4=1,VLLM_SKIP_FLAG_DISCOVERY=1,SKYRL_ENABLE_NUMA_AFFINITY=1,DISABLE_AIOHTTP_TRANSPORT=True,VLLM_ALLREDUCE_USE_SYMM_MEM=0,TORCH_CUDNN_SDPA_ENABLED=0,PYTHONFAULTHANDLER=1,TORCH_NCCL_ASYNC_ERROR_HANDLING=1,TORCH_NCCL_HEARTBEAT_TIMEOUT_SEC=1800,TORCH_NCCL_BLOCKING_WAIT_TIMEOUT_MS=1800000,VLLM_MQ_MAX_CHUNKS=240,OT_AGENT_RAY_LOG_DIR=/e/data1/datasets/playground/ot-baf/experiments/_ray_logs', '--nodes=1', '--ntasks=1', '--overlap', '--cpu-bind=none', '-w', 'jpbo-001-35', 'bash', '-c', 'unset LD_PRELOAD PROXYCHAINS_CONF_FILE 2>/dev/null; /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python scripts/ray/wait_for_cluster.py --address 10.128.16.35:6379 --expected-gpus 56 --expected-nodes 14 --timeout 600 --poll-interval 10']' returned non-zero exit status 1.)
+[RLJobRunner] Crash detected (exit!=0) — preserving Ray logs to /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0_2/ablation-pymethods2test-seqmean-arm0/ray_logs BEFORE trace upload (so a wall-clock kill can't lose crash evidence)...
+  Collecting Ray logs from worker jpbo-001-36...
+  Collecting Ray logs from worker jpbo-001-37...
+  Collecting Ray logs from worker jpbo-001-38...
+  Collecting Ray logs from worker jpbo-001-41...
+  Collecting Ray logs from worker jpbo-001-42...
+  Collecting Ray logs from worker jpbo-001-43...
+  Collecting Ray logs from worker jpbo-001-44...
+  Collecting Ray logs from worker jpbo-001-45...
+  Collecting Ray logs from worker jpbo-001-46...
+  Collecting Ray logs from worker jpbo-001-47...
+  Collecting Ray logs from worker jpbo-001-48...
+  Collecting Ray logs from worker jpbo-003-37...
+  Collecting Ray logs from worker jpbo-003-39...
+[RLJobRunner] Crash-time Ray log preservation complete.
+[RLJobRunner] No trace_jobs directory found at /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0_2/ablation-pymethods2test-seqmean-arm0/trace_jobs, skipping upload.
+Preserving Ray logs to /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqmean-arm0_2/ray_logs/
+  Collecting Ray logs from worker jpbo-001-36...
+  Collecting Ray logs from worker jpbo-001-37...
+  Collecting Ray logs from worker jpbo-001-38...
+  Collecting Ray logs from worker jpbo-001-41...
+  Collecting Ray logs from worker jpbo-001-42...
+  Collecting Ray logs from worker jpbo-001-43...
+  Collecting Ray logs from worker jpbo-001-44...
+  Collecting Ray logs from worker jpbo-001-45...
+  Collecting Ray logs from worker jpbo-001-46...
+  Collecting Ray logs from worker jpbo-001-47...
+  Collecting Ray logs from worker jpbo-001-48...
+  Collecting Ray logs from worker jpbo-003-37...
+  Collecting Ray logs from worker jpbo-003-39...
+Ray log preservation complete

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