File size: 2,068 Bytes
b470349 | 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 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 | #!/usr/bin/env bash
set -euo pipefail
# =========================
# Resolve paths
# =========================
SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
EQUIFORMER_DIR="$(cd "$SCRIPT_DIR/.." && pwd)"
REPO_ROOT="$(cd "$SCRIPT_DIR/../../.." && pwd)"
TEST_SCRIPT="$EQUIFORMER_DIR/eval_equiformer.py"
export PYTHONPATH="$REPO_ROOT:${PYTHONPATH:-}"
# =========================
# User settings
# =========================
DATA_PATH="$REPO_ROOT/datasets/h5/test.h5"
CKPT_PATH="$EQUIFORMER_DIR/runs/equiformer_small_seed42.pth"
MODEL="small" # choices: orig, small
SEED="42"
# =========================
# Sanity checks
# =========================
if [ ! -f "$TEST_SCRIPT" ]; then
echo "ERROR: testing script not found:"
echo "$TEST_SCRIPT"
exit 1
fi
if [ ! -f "$DATA_PATH" ]; then
echo "ERROR: test dataset not found:"
echo "$DATA_PATH"
exit 1
fi
if [ ! -f "$CKPT_PATH" ]; then
echo "ERROR: checkpoint not found:"
echo "$CKPT_PATH"
exit 1
fi
# =========================
# Detect number of visible GPUs
# =========================
if command -v nvidia-smi &> /dev/null; then
NGPUS=$(nvidia-smi -L | wc -l)
else
echo "ERROR: nvidia-smi not found"
exit 1
fi
if [ "$NGPUS" -eq 0 ]; then
echo "ERROR: No GPUs visible"
exit 1
fi
echo "Found $NGPUS GPU(s)"
echo "CUDA_VISIBLE_DEVICES=${CUDA_VISIBLE_DEVICES:-<not set>}"
echo "SCRIPT_DIR=$SCRIPT_DIR"
echo "EQUIFORMER_DIR=$EQUIFORMER_DIR"
echo "REPO_ROOT=$REPO_ROOT"
echo ""
echo "Run configuration:"
echo " TEST_SCRIPT=$TEST_SCRIPT"
echo " DATA PATH=$DATA_PATH"
echo " CKPT_PATH=$CKPT_PATH"
echo " MODEL=$MODEL"
echo " SEED=$SEED"
echo ""
# =========================
# Optional args
# =========================
EXTRA_ARGS=()
# =========================
# Launch with torchrun
# =========================
torchrun \
--standalone \
--nproc_per_node="$NGPUS" \
"$TEST_SCRIPT" \
--data_path "$DATA_PATH" \
--ckpt "$CKPT_PATH" \
--model "$MODEL" \
--seed "$SEED" \
"${EXTRA_ARGS[@]}" |