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0161e74 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 | #!/bin/bash
#PJM -L rscgrp=b-batch
#PJM -L gpu=4
#PJM -L elapse=24:00:00
#PJM -j
#PJM -S
#PJM -o /home/hp250092/ku50001222/qian/aivc/lfj/transfer/logs/ccfm_%j.out
# Activate environment
source /home/hp250092/ku50001222/qian/aivc/lfj/stack_env/bin/activate
# Navigate to CCFM
cd /home/hp250092/ku50001222/qian/aivc/lfj/transfer/code/CCFM
# Run training with accelerate (multi-GPU)
accelerate launch --num_processes=4 scripts/run_cascaded.py \
--data-name norman \
--d-model 128 \
--nhead 8 \
--nlayers 4 \
--batch-size 48 \
--lr 5e-5 \
--steps 200000 \
--fusion-method differential_perceiver \
--perturbation-function crisper \
--noise-type Gaussian \
--infer-top-gene 1000 \
--n-top-genes 5000 \
--use-mmd-loss \
--gamma 0.5 \
--split-method additive \
--fold 1 \
--scgpt-dim 512 \
--bottleneck-dim 128 \
--latent-weight 1.0 \
--choose-latent-p 0.4 \
--dh-depth 2 \
--print-every 10000 \
--result-path ./result
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