fix: improve RDMA stability by configuring NCCL IB timeout and retry count.
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@@ -181,6 +181,10 @@ def get_cluster_env():
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env["NCCL_IB_DISABLE"] = "0"
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env["NCCL_NET_GDR_LEVEL"] = "0"
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# Stability for RDMA (Fix for high-throughput models like Gemma 3)
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env["NCCL_IB_TIMEOUT"] = "23" # ~32 seconds (default is 18/~1s)
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env["NCCL_IB_RETRY_CNT"] = "7" # Default is 3, increase for lossy networks
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return env
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def get_model_args(model):
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@@ -148,6 +148,9 @@ def setup_worker_node(worker_ip, head_ip):
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export RDMA_IFACE=$(ip -o addr show to {subnet} | awk '{{print $2}}' | head -n1)
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export NCCL_SOCKET_IFNAME=$RDMA_IFACE
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export GLOO_SOCKET_IFNAME=$RDMA_IFACE
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# Stability for RDMA
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export NCCL_IB_TIMEOUT=23
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export NCCL_IB_RETRY_CNT=7
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echo "Starting Ray Worker on {worker_ip} connecting to {head_ip}..."
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ray start --address='{head_ip}:6379' --num-gpus=1 --num-cpus=8 --disable-usage-stats
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"""
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@@ -183,6 +186,9 @@ def setup_head_node(head_ip):
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export RDMA_IFACE=$(ip -o addr show to {subnet} | awk '{{print $2}}' | head -n1)
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export NCCL_SOCKET_IFNAME=$RDMA_IFACE
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export GLOO_SOCKET_IFNAME=$RDMA_IFACE
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# Stability for RDMA
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export NCCL_IB_TIMEOUT=23
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export NCCL_IB_RETRY_CNT=7
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echo "Starting Ray Head on {head_ip}..."
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ray start --head --port=6379 --node-ip-address={head_ip} --num-gpus=1 --num-cpus=8 --disable-usage-stats
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"""
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