30 lines
764 B
Bash
Executable File
30 lines
764 B
Bash
Executable File
#!/usr/bin/env bash
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set -euo pipefail
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NNODES=${NNODES:-4}
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MASTER_ADDR=${MASTER_ADDR:-10.232.119.105}
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MASTER_PORT=${MASTER_PORT:-29501}
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NPROC_PER_NODE=${NPROC_PER_NODE:-8}
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NODE_RANK=${NODE_RANK:?Please set NODE_RANK, for example: NODE_RANK=0 bash train_mono3d_roi1.sh}
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python -m torch.distributed.run \
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--nnodes="${NNODES}" \
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--node_rank="${NODE_RANK}" \
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--master_addr "${MASTER_ADDR}" \
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--master_port "${MASTER_PORT}" \
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--nproc_per_node "${NPROC_PER_NODE}" \
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train_mono3d.py \
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--epochs 100 \
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--lr0 0.01 \
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--batch 512 \
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--imgsz 768,352 \
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--pretrained yolo26s-pretrain.pt \
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--roi_metrics_only \
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--warmup_epochs 3 \
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--loss_3d_warmup_epochs 10 \
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--loss_3d_ramp_epochs 10 \
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--loss_3d_weight_max 0.01 \
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--roi roi1 \
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--exp_dir=./runs/detect/train_mono3d_roi1_20260406
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