196 lines
29 KiB
Plaintext
196 lines
29 KiB
Plaintext
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The following have been reloaded with a version change:
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1) GCCcore/.14.3.0 => GCCcore/14.3.0
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Lmod is automatically replacing "GCC/14.3.0" with
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"nvidia-compilers/25.9-CUDA-13".
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Deactivating conda environment: /e/scratch/jureap59/feuer1/miniforge3/envs/otagent
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Activating RL environment: /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl
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Python executable: /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python
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Python path check: /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python
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[ray] RAY_TMPDIR=/tmp/ray/ray_629883
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[triton_cache] Triton cache: /tmp/triton_cache_feuer1_629883
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[triton_cache] TorchInductor cache: /tmp/torchinductor_cache_feuer1_629883
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[proxy] ✓ Found proxychains binary at /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4
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[proxy] Setting up SSH tunnel to jpbl-s01-01
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[proxy] SSH key: /e/home/jusers/feuer1/jupiter/.ssh/authorized_keys/id_ed25519_jsc
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[proxy] Tunnel port: 7003
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[proxy] Node IP: 10.128.33.2 (workers will connect here)
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[proxy] ✓ SSH tunnel started successfully
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[proxy] ✓ Generated proxychains config at /e/home/jusers/feuer1/jupiter/.proxychains/proxychains_629883.conf
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[proxy] - Internal traffic (10.x.x.x, 172.x.x.x, 169.254.x.x) → DIRECT
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[proxy] - External traffic (internet) → PROXY via tunnel
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[proxy] ✓ Daytona timeout settings configured
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[proxy] Testing proxy connectivity...
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[proxychains] config file found: /e/home/jusers/feuer1/jupiter/.proxychains/proxychains_629883.conf
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[proxychains] preloading /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/lib/libproxychains4.so
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[proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
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[proxy] ✓ Proxy connectivity test passed (huggingface.co reachable via wrapped binary)
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[proxy] ⚠ Tunnel not accessible at 10.128.33.2:7003 (workers may fail)
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[proxy] ✓ Proxy setup complete (using wrapped binary for Ray workers)
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[container_runtime] Using cloud backend: daytona (no local container setup)
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=== Universal RL Training Runner ===
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Config: /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqnorm/configs/ablation-pymethods2test-seqnorm_rl_config.json
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Working directory: /e/scratch/jureap59/feuer1/OpenThoughts-Agent
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Python: /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python
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Python version: Python 3.12.12
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UV_USE_IO_URING: 0
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Proxy: DISABLED (direct internet or not configured)
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========================================
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=== RLJobRunner: ablation-pymethods2test-seqnorm ===
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[wandb_utils] Fixing permissions on: /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqnorm/wandb
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[wandb_utils] WandB directory ready: /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqnorm/wandb
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HF_TOKEN=****pDbg
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HF_HUB_CACHE=/e/data1/datasets/playground/ot-baf/hf_hub
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SUPABASE_URL=https://rpzmyuapoqilpghynmza.s... (direct Supabase config)
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Environment configured:
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TENSOR_PARALLEL_SIZE=1
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NUM_INFERENCE_ENGINES=56
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POLICY_NUM_NODES=14
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WANDB_DIR=/e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqnorm/wandb
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Starting Ray cluster with 14 nodes, 4 GPUs/node
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Cleaning up existing Ray instances...
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=== Starting Ray Cluster ===
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Nodes: 14
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GPUs per node: 4
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CPUs per node: 288
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Head node: jpbo-046-18 (10.128.33.2)
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Ray port: 6379
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============================
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Starting Ray head on jpbo-046-18 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_head_jpbo-046-18.log)...
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Command: srun --export=ALL,VLLM_HOST_IP=10.128.33.2 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-046-18 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --head --node-ip-address=10.128.33.2 --port=6379 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
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Started Ray head on jpbo-046-18
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Starting Ray worker on jpbo-046-19 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-046-19.log)...
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Command: srun --export=ALL,VLLM_HOST_IP=10.128.33.3 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-046-19 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.33.2:6379 --node-ip-address=10.128.33.3 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
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Started Ray worker 1 on jpbo-046-19
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Starting Ray worker on jpbo-046-21 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-046-21.log)...
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Command: srun --export=ALL,VLLM_HOST_IP=10.128.33.5 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-046-21 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.33.2:6379 --node-ip-address=10.128.33.5 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
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Started Ray worker 2 on jpbo-046-21
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Starting Ray worker on jpbo-046-22 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-046-22.log)...
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Command: srun --export=ALL,VLLM_HOST_IP=10.128.33.6 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-046-22 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.33.2:6379 --node-ip-address=10.128.33.6 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
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Started Ray worker 3 on jpbo-046-22
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Starting Ray worker on jpbo-046-23 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-046-23.log)...
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Command: srun --export=ALL,VLLM_HOST_IP=10.128.33.7 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-046-23 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.33.2:6379 --node-ip-address=10.128.33.7 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
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Started Ray worker 4 on jpbo-046-23
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Starting Ray worker on jpbo-046-24 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-046-24.log)...
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Command: srun --export=ALL,VLLM_HOST_IP=10.128.33.8 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-046-24 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.33.2:6379 --node-ip-address=10.128.33.8 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
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Started Ray worker 5 on jpbo-046-24
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Starting Ray worker on jpbo-046-25 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-046-25.log)...
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Command: srun --export=ALL,VLLM_HOST_IP=10.128.33.9 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-046-25 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.33.2:6379 --node-ip-address=10.128.33.9 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
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Started Ray worker 6 on jpbo-046-25
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Starting Ray worker on jpbo-046-26 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-046-26.log)...
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Command: srun --export=ALL,VLLM_HOST_IP=10.128.33.10 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-046-26 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.33.2:6379 --node-ip-address=10.128.33.10 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
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Started Ray worker 7 on jpbo-046-26
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Starting Ray worker on jpbo-046-29 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-046-29.log)...
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Command: srun --export=ALL,VLLM_HOST_IP=10.128.33.13 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-046-29 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.33.2:6379 --node-ip-address=10.128.33.13 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
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Started Ray worker 8 on jpbo-046-29
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Starting Ray worker on jpbo-046-31 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-046-31.log)...
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Command: srun --export=ALL,VLLM_HOST_IP=10.128.33.15 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-046-31 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.33.2:6379 --node-ip-address=10.128.33.15 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
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Started Ray worker 9 on jpbo-046-31
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Starting Ray worker on jpbo-047-40 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-047-40.log)...
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Command: srun --export=ALL,VLLM_HOST_IP=10.128.33.72 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-047-40 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.33.2:6379 --node-ip-address=10.128.33.72 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
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Started Ray worker 10 on jpbo-047-40
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Starting Ray worker on jpbo-047-41 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-047-41.log)...
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Command: srun --export=ALL,VLLM_HOST_IP=10.128.33.73 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-047-41 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.33.2:6379 --node-ip-address=10.128.33.73 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
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Started Ray worker 11 on jpbo-047-41
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Starting Ray worker on jpbo-047-42 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-047-42.log)...
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Command: srun --export=ALL,VLLM_HOST_IP=10.128.33.74 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-047-42 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.33.2:6379 --node-ip-address=10.128.33.74 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
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Started Ray worker 12 on jpbo-047-42
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Starting Ray worker on jpbo-047-44 (logging to /e/data1/datasets/playground/ot-baf/experiments/_ray_logs/ray_worker_jpbo-047-44.log)...
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Command: srun --export=ALL,VLLM_HOST_IP=10.128.33.76 --nodes=1 --ntasks=1 --gres=gpu:4 --gpu-bind=none --overlap --cpu-bind=none -w jpbo-047-44 bash -c /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f "$PROXYCHAINS_CONF_FILE" ray start --address=10.128.33.2:6379 --node-ip-address=10.128.33.76 --num-gpus=4 --num-cpus=288 --block --object-store-memory=42949672960
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Started Ray worker 13 on jpbo-047-44
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Waiting for cluster (56 GPUs, 14 nodes)...
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Connecting to Ray at 10.128.33.2:6379 (expecting 14 nodes, 56.0 GPUs)
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Ray connection established, polling for resources...
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[Ray wait] nodes=14/14 GPUs=56.0/56.0 resources={'GPU': 56.0, 'object_store_memory': 601295421440.0, 'memory': 10141504372736.0, 'accelerator_type:GH200': 14.0, 'CPU': 4032.0, 'node:10.128.33.10': 1.0, 'node:10.128.33.5': 1.0, 'node:10.128.33.6': 1.0, 'node:10.128.33.76': 1.0, 'node:10.128.33.13': 1.0, 'node:__internal_head__': 1.0, 'node:10.128.33.2': 1.0, 'node:10.128.33.73': 1.0, 'node:10.128.33.3': 1.0, 'node:10.128.33.7': 1.0, 'node:10.128.33.72': 1.0, 'node:10.128.33.9': 1.0, 'node:10.128.33.15': 1.0, 'node:10.128.33.8': 1.0, 'node:10.128.33.74': 1.0}
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✓ Ray cluster ready
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=== Ray Cluster Ready ===
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Address: 10.128.33.2:6379
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Total GPUs: 56
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=========================
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Ray cluster ready at 10.128.33.2:6379
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Total GPUs available: 56
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[RLJobRunner] Pinggy check: url=False, token=False, needs_tunnel=False (agent=terminus-2, env=daytona)
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[RLJobRunner] No Pinggy tunnel needed, using local vLLM
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Running SkyRL:
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Python: /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python
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Entrypoint: examples.terminal_bench.entrypoints.main_tbench
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Args: 120 Hydra arguments
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Working dir: /e/scratch/jureap59/feuer1/OpenThoughts-Agent/SkyRL/skyrl-train
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Using proxychains binary: /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4
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Executing command with srun: /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/bin/proxychains4 -f $PROXYCHAINS_CONF_FILE /e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/bin/python -m examples.terminal_bench.entrypoints.main_tbench +terminal_bench_config=terminal_bench trainer.strategy=fsdp2 trainer.algorithm.advantage_estimator=rloo_n trainer.algorithm.use_kl_loss=false trainer.algorithm.kl_loss_coef=0.0 trainer.algorithm.eps_clip_low=0.2 trainer.algorithm.eps_clip_high=0.05 trainer.algorithm.loss_reduction=seq_mean_token_sum_norm_global trainer.epochs=2 trainer.max_steps=80 trainer.update_epochs_per_batch=1 trainer.train_batch_size=64 trainer.policy_mini_batch_size=64 trainer.eval_batch_size=64 trainer.micro_forward_batch_size_per_gpu=4 trainer.micro_train_batch_size_per_gpu=1 trainer.max_prompt_length=999999 trainer.eval_interval=999999 trainer.eval_before_train=false trainer.ckpt_interval=2 trainer.resume_mode=latest trainer.hf_save_interval=5 ++trainer.hf_hub_repo_id=laion/ablation-pymethods2test-seqnorm ++trainer.hf_hub_private=false ++trainer.hf_hub_revision=main ++trainer.enable_db_registration=false trainer.project_name=OpenThoughts-Agent trainer.log_level=INFO trainer.tracker_commit_each_step=true trainer.logger=console trainer.run_name=ablation-pymethods2test-seqnorm trainer.ckpt_path=/e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqnorm/ablation-pymethods2test-seqnorm/checkpoints trainer.export_path=/e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqnorm/ablation-pymethods2test-seqnorm/exports trainer.policy.optimizer_config.lr=8e-6 trainer.policy.optimizer_config.weight_decay=0.0 trainer.policy.optimizer_config.adam_betas=[0.9,0.999] trainer.policy.optimizer_config.max_grad_norm=0.9 trainer.policy.fsdp_config.cpu_offload=false trainer.policy.fsdp_config.reshard_after_forward=true trainer.policy.fsdp_config.fsdp_size=4 trainer.policy.model.path=/e/data1/datasets/playground/ot-baf/hf_hub/models--laion--GLM-4_7-swesmith-sandboxes-with_tests-oracle_verified_120s-maxeps-131k-fixthink/snapshots/0e3bff0c4e51f6b9ec0713b98b9eec36efb91cc6 trainer.ref.fsdp_config.cpu_offload=false trainer.ref.fsdp_config.reshard_after_forward=true trainer.ref.fsdp_config.fsdp_size=4 trainer.placement.colocate_all=false trainer.placement.policy_num_nodes=2 trainer.placement.ref_num_nodes=2 trainer.placement.policy_num_gpus_per_node=4 trainer.placement.ref_num_gpus_per_node=4 trainer.fully_async.max_staleness_steps=16 trainer.fully_async.num_parallel_generation_workers=338 generator.backend=vllm generator.timeout_multiplier=1.0 generator.model_dtype=bfloat16 generator.inference_engine_tensor_parallel_size=1 generator.num_inference_engines=48 generator.n_samples_per_prompt=8 generator.eval_n_samples_per_prompt=8 generator.gpu_memory_utilization=0.75 generator.max_num_seqs=24 generator.max_num_batched_tokens=65536 generator.enable_prefix_caching=true generator.enable_chunked_prefill=true generator.run_engines_locally=true generator.weight_sync_backend=nccl generator.async_engine=true generator.batched=false generator.enable_http_endpoint=true generator.enable_ray_prometheus_stats=false generator.vllm_stats_interval=1 generator.append_eos_token_after_stop_str_in_multi_turn=true generator.max_turns=999999 generator.sampling_params.max_generate_length=4096 generator.sampling_params.temperature=0.7 generator.sampling_params.top_p=0.95 generator.sampling_params.top_k=20 ++generator.engine_init_kwargs.max_model_len=32768 ++generator.engine_init_kwargs.custom_chat_template_chat_completion_path=chat_templates/qwen3_thinking_acc.jinja2 ++generator.engine_init_kwargs.served_model_name=0e3bff0c4e51f6b9ec0713b98b9eec36efb91cc6 data.train_data=["/e/scratch/jureap59/feuer1/tasks/exp_rpt_pymethods2test-large"] data.val_data=[] +terminal_bench_config.trials_dir=/e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqnorm/ablation-pymethods2test-seqnorm/trace_jobs +terminal_bench_config.harbor.name=terminus-2 +terminal_bench_config.harbor.max_episodes=999999 +terminal_bench_config.harbor.enable_summarize=false +termi
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[proxychains] config file found: /e/home/jusers/feuer1/jupiter/.proxychains/proxychains_629883.conf
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[proxychains] preloading /e/scratch/jureap59/feuer1/proxychains-ng-aarch64/lib/libproxychains4.so
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[proxychains] DLL init: proxychains-ng 4.17-git-9-g78ead0e
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Error executing job with overrides: ['+terminal_bench_config=terminal_bench', 'trainer.strategy=fsdp2', 'trainer.algorithm.advantage_estimator=rloo_n', 'trainer.algorithm.use_kl_loss=false', 'trainer.algorithm.kl_loss_coef=0.0', 'trainer.algorithm.eps_clip_low=0.2', 'trainer.algorithm.eps_clip_high=0.05', 'trainer.algorithm.loss_reduction=seq_mean_token_sum_norm_global', 'trainer.epochs=2', 'trainer.max_steps=80', 'trainer.update_epochs_per_batch=1', 'trainer.train_batch_size=64', 'trainer.policy_mini_batch_size=64', 'trainer.eval_batch_size=64', 'trainer.micro_forward_batch_size_per_gpu=4', 'trainer.micro_train_batch_size_per_gpu=1', 'trainer.max_prompt_length=999999', 'trainer.eval_interval=999999', 'trainer.eval_before_train=false', 'trainer.ckpt_interval=2', 'trainer.resume_mode=latest', 'trainer.hf_save_interval=5', '++trainer.hf_hub_repo_id=laion/ablation-pymethods2test-seqnorm', '++trainer.hf_hub_private=false', '++trainer.hf_hub_revision=main', '++trainer.enable_db_registration=false', 'trainer.project_name=OpenThoughts-Agent', 'trainer.log_level=INFO', 'trainer.tracker_commit_each_step=true', 'trainer.logger=console', 'trainer.run_name=ablation-pymethods2test-seqnorm', 'trainer.ckpt_path=/e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqnorm/ablation-pymethods2test-seqnorm/checkpoints', 'trainer.export_path=/e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqnorm/ablation-pymethods2test-seqnorm/exports', 'trainer.policy.optimizer_config.lr=8e-6', 'trainer.policy.optimizer_config.weight_decay=0.0', 'trainer.policy.optimizer_config.adam_betas=[0.9,0.999]', 'trainer.policy.optimizer_config.max_grad_norm=0.9', 'trainer.policy.fsdp_config.cpu_offload=false', 'trainer.policy.fsdp_config.reshard_after_forward=true', 'trainer.policy.fsdp_config.fsdp_size=4', 'trainer.policy.model.path=/e/data1/datasets/playground/ot-baf/hf_hub/models--laion--GLM-4_7-swesmith-sandboxes-with_tests-oracle_verified_120s-maxeps-131k-fixthink/snapshots/0e3bff0c4e51f6b9ec0713b98b9eec36efb91cc6', 'trainer.ref.fsdp_config.cpu_offload=false', 'trainer.ref.fsdp_config.reshard_after_forward=true', 'trainer.ref.fsdp_config.fsdp_size=4', 'trainer.placement.colocate_all=false', 'trainer.placement.policy_num_nodes=2', 'trainer.placement.ref_num_nodes=2', 'trainer.placement.policy_num_gpus_per_node=4', 'trainer.placement.ref_num_gpus_per_node=4', 'trainer.fully_async.max_staleness_steps=16', 'trainer.fully_async.num_parallel_generation_workers=338', 'generator.backend=vllm', 'generator.timeout_multiplier=1.0', 'generator.model_dtype=bfloat16', 'generator.inference_engine_tensor_parallel_size=1', 'generator.num_inference_engines=48', 'generator.n_samples_per_prompt=8', 'generator.eval_n_samples_per_prompt=8', 'generator.gpu_memory_utilization=0.75', 'generator.max_num_seqs=24', 'generator.max_num_batched_tokens=65536', 'generator.enable_prefix_caching=true', 'generator.enable_chunked_prefill=true', 'generator.run_engines_locally=true', 'generator.weight_sync_backend=nccl', 'generator.async_engine=true', 'generator.batched=false', 'generator.enable_http_endpoint=true', 'generator.enable_ray_prometheus_stats=false', 'generator.vllm_stats_interval=1', 'generator.append_eos_token_after_stop_str_in_multi_turn=true', 'generator.max_turns=999999', 'generator.sampling_params.max_generate_length=4096', 'generator.sampling_params.temperature=0.7', 'generator.sampling_params.top_p=0.95', 'generator.sampling_params.top_k=20', '++generator.engine_init_kwargs.max_model_len=32768', '++generator.engine_init_kwargs.custom_chat_template_chat_completion_path=chat_templates/qwen3_thinking_acc.jinja2', '++generator.engine_init_kwargs.served_model_name=0e3bff0c4e51f6b9ec0713b98b9eec36efb91cc6', 'data.train_data=["/e/scratch/jureap59/feuer1/tasks/exp_rpt_pymethods2test-large"]', 'data.val_data=[]', '+terminal_bench_config.trials_dir=/e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqnorm/ablation-pymethods2test-seqnorm/trace_jobs', '+terminal_bench_config.harbor.name=terminus-2', '+terminal_bench_config.harbor.max_episodes=999999', '+termin
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Traceback (most recent call last):
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File "<frozen runpy>", line 198, in _run_module_as_main
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File "<frozen runpy>", line 88, in _run_code
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File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/SkyRL/skyrl-train/examples/terminal_bench/entrypoints/main_tbench.py", line 142, in <module>
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main()
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File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/lib/python3.12/site-packages/hydra/main.py", line 94, in decorated_main
|
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_run_hydra(
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File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/lib/python3.12/site-packages/hydra/_internal/utils.py", line 394, in _run_hydra
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_run_app(
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File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/lib/python3.12/site-packages/hydra/_internal/utils.py", line 457, in _run_app
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run_and_report(
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File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/lib/python3.12/site-packages/hydra/_internal/utils.py", line 223, in run_and_report
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raise ex
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File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/lib/python3.12/site-packages/hydra/_internal/utils.py", line 220, in run_and_report
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return func()
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^^^^^^
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File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/lib/python3.12/site-packages/hydra/_internal/utils.py", line 458, in <lambda>
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lambda: hydra.run(
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^^^^^^^^^^
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File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/lib/python3.12/site-packages/hydra/_internal/hydra.py", line 132, in run
|
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_ = ret.return_value
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^^^^^^^^^^^^^^^^
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File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/lib/python3.12/site-packages/hydra/core/utils.py", line 260, in return_value
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raise self._return_value
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File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/envs/rl/lib/python3.12/site-packages/hydra/core/utils.py", line 186, in run_job
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ret.return_value = task_function(task_cfg)
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^^^^^^^^^^^^^^^^^^^^^^^
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File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/SkyRL/skyrl-train/examples/terminal_bench/entrypoints/main_tbench.py", line 111, in main
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validate_cfg(cfg)
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File "/e/scratch/jureap59/feuer1/OpenThoughts-Agent/SkyRL/skyrl-train/skyrl_train/utils/utils.py", line 278, in validate_cfg
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assert cfg.trainer.algorithm.loss_reduction in (
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^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
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AssertionError: invalid loss_reduction: seq_mean_token_sum_norm_global. Must be one of `['token_mean', 'sequence_mean', 'seq_mean_token_sum_norm']`
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Stopping Ray cluster...
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Ray cluster stopped
|
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[RLJobRunner] Crash detected (exit!=0) — preserving Ray logs to /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqnorm/ablation-pymethods2test-seqnorm/ray_logs BEFORE trace upload (so a wall-clock kill can't lose crash evidence)...
|
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Collecting Ray logs from worker jpbo-046-19...
|
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Collecting Ray logs from worker jpbo-046-21...
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Collecting Ray logs from worker jpbo-046-22...
|
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Collecting Ray logs from worker jpbo-046-23...
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Collecting Ray logs from worker jpbo-046-24...
|
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Collecting Ray logs from worker jpbo-046-25...
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Collecting Ray logs from worker jpbo-046-26...
|
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Collecting Ray logs from worker jpbo-046-29...
|
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Collecting Ray logs from worker jpbo-046-31...
|
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Collecting Ray logs from worker jpbo-047-40...
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Collecting Ray logs from worker jpbo-047-41...
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Collecting Ray logs from worker jpbo-047-42...
|
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Collecting Ray logs from worker jpbo-047-44...
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[RLJobRunner] Crash-time Ray log preservation complete.
|
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[RLJobRunner] No trace_jobs directory found at /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqnorm/ablation-pymethods2test-seqnorm/trace_jobs, skipping upload.
|
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|
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Preserving Ray logs to /e/data1/datasets/playground/ot-baf/ablation-pymethods2test-seqnorm/ray_logs/
|
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Collecting Ray logs from worker jpbo-046-19...
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Collecting Ray logs from worker jpbo-046-21...
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Collecting Ray logs from worker jpbo-046-22...
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Collecting Ray logs from worker jpbo-046-23...
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Collecting Ray logs from worker jpbo-046-24...
|
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Collecting Ray logs from worker jpbo-046-25...
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Collecting Ray logs from worker jpbo-046-26...
|
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Collecting Ray logs from worker jpbo-046-29...
|
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Collecting Ray logs from worker jpbo-046-31...
|
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Collecting Ray logs from worker jpbo-047-40...
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Collecting Ray logs from worker jpbo-047-41...
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Collecting Ray logs from worker jpbo-047-42...
|
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Collecting Ray logs from worker jpbo-047-44...
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Ray log preservation complete
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