63 lines
1.5 KiB
Bash
Executable File
63 lines
1.5 KiB
Bash
Executable File
#!/usr/bin/env bash
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set -euo pipefail
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DEVICE="cuda"
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EPOCHS=80
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STEPS_PER_EPOCH=100
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BATCH_SIZE=256
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SEQ_LEN=20
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LR=1e-3
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DT_MIN=1e-3
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DT_MAX=0.10
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DT_ALPHA=6.0
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LAMBDA_FLOW=1.0
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LAMBDA_POS=0.0
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LAMBDA_DT=0.5
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USE_FLOW_LOSS=true
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USE_POS_LOSS=false
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USE_DT_LOSS=true
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VAL_EVERY=200
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VAL_SAMPLES=512
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VAL_PLOT_SAMPLES=16
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VAL_MAX_STEPS=100
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CENTER_MIN=-8
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CENTER_MAX=8
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CENTER_DISTANCE_MIN=8
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PROJECT="as-mamba"
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RUN_NAME="sphere-to-sphere-dt"
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OUTPUT_DIR="outputs"
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USE_FLOW_FLAG="--use-flow-loss"
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if [ "${USE_FLOW_LOSS}" = "false" ]; then USE_FLOW_FLAG="--no-use-flow-loss"; fi
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USE_POS_FLAG="--use-pos-loss"
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if [ "${USE_POS_LOSS}" = "false" ]; then USE_POS_FLAG="--no-use-pos-loss"; fi
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USE_DT_FLAG="--use-dt-loss"
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if [ "${USE_DT_LOSS}" = "false" ]; then USE_DT_FLAG="--no-use-dt-loss"; fi
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uv run python main.py \
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--device "${DEVICE}" \
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--epochs "${EPOCHS}" \
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--steps-per-epoch "${STEPS_PER_EPOCH}" \
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--batch-size "${BATCH_SIZE}" \
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--seq-len "${SEQ_LEN}" \
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--lr "${LR}" \
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--dt-min "${DT_MIN}" \
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--dt-max "${DT_MAX}" \
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--dt-alpha "${DT_ALPHA}" \
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--lambda-flow "${LAMBDA_FLOW}" \
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--lambda-pos "${LAMBDA_POS}" \
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--lambda-dt "${LAMBDA_DT}" \
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${USE_FLOW_FLAG} \
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${USE_POS_FLAG} \
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${USE_DT_FLAG} \
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--val-every "${VAL_EVERY}" \
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--val-samples "${VAL_SAMPLES}" \
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--val-plot-samples "${VAL_PLOT_SAMPLES}" \
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--val-max-steps "${VAL_MAX_STEPS}" \
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--center-min "${CENTER_MIN}" \
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--center-max "${CENTER_MAX}" \
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--center-distance-min "${CENTER_DISTANCE_MIN}" \
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--project "${PROJECT}" \
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--run-name "${RUN_NAME}" \
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--output-dir "${OUTPUT_DIR}"
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