Donato Capitella
142 lines
4.4 KiB
Bash
Executable File
142 lines
4.4 KiB
Bash
Executable File
#!/usr/bin/env bash
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set -uo pipefail
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MODEL_DIR="$(realpath ~/models)"
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RESULTDIR="results"
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mkdir -p "$RESULTDIR"
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# Pick exactly one .gguf per model: either
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# - any .gguf without "-000*-of-" (single-file models)
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# - or the first shard "*-00001-of-*.gguf"
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mapfile -t MODEL_PATHS < <(
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find "$MODEL_DIR" -type f -name '*.gguf' \
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\( -name '*-00001-of-*.gguf' -o -not -name '*-000*-of-*.gguf' \) \
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| sort
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)
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if (( ${#MODEL_PATHS[@]} == 0 )); then
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echo "❌ No models found under $MODEL_DIR – check your paths/patterns!"
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exit 1
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fi
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echo "Found ${#MODEL_PATHS[@]} model(s) to bench:"
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for p in "${MODEL_PATHS[@]}"; do
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echo " • $p"
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done
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echo
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declare -A CMDS=(
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[rocm6_4_4]="toolbox run -c llama-rocm-6.4.4 -- /usr/local/bin/llama-bench"
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[rocm7_2]="toolbox run -c llama-rocm-7.2 -- /usr/local/bin/llama-bench"
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[rocm7_nightlies]="toolbox run -c llama-rocm7-nightlies -- /usr/local/bin/llama-bench"
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[vulkan_amdvlk]="toolbox run -c llama-vulkan-amdvlk -- /usr/sbin/llama-bench"
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[vulkan_radv]="toolbox run -c llama-vulkan-radv -- /usr/sbin/llama-bench"
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)
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get_hblt_modes() {
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local env="$1"
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if [[ "$env" == rocm* ]]; then
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printf '%s\n' default off
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else
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printf '%s\n' default
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fi
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}
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for MODEL_PATH in "${MODEL_PATHS[@]}"; do
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MODEL_NAME="$(basename "$MODEL_PATH" .gguf)"
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if [[ "$MODEL_PATH" == *"-00001-of-"* ]]; then
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# Multi-shard model: sum all shards
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DIR="$(dirname "$MODEL_PATH")"
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BASE="$(basename "$MODEL_PATH")"
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PATTERN="${BASE/-00001-of-/-*-of-}"
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MODEL_SIZE=$(find "$DIR" -maxdepth 1 -name "$PATTERN" -exec stat -c%s {} + | awk '{s+=$1} END {print s}')
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else
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# Single-file model
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MODEL_SIZE=$(stat -c%s "$MODEL_PATH")
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fi
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# Threshold: 30 GiB = 32212254720 bytes. Using 32000000000 as a safe cutoff.
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if (( MODEL_SIZE > 32000000000 )); then
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GPU_DEVICES="0,1"
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GPU_SUFFIX="__dual"
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else
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GPU_DEVICES="0"
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GPU_SUFFIX="__single"
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fi
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for ENV in "${!CMDS[@]}"; do
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CMD="${CMDS[$ENV]}"
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mapfile -t HBLT_MODES < <(get_hblt_modes "$ENV")
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for MODE in "${HBLT_MODES[@]}"; do
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BASE_SUFFIX=""
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CMD_EFFECTIVE="$CMD"
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if [[ "$ENV" == rocm* ]]; then
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if [[ "$MODE" == off ]]; then
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BASE_SUFFIX="__hblt0"
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CMD_EFFECTIVE="${CMD_EFFECTIVE/-- /-- env HIP_VISIBLE_DEVICES=$GPU_DEVICES ROCBLAS_USE_HIPBLASLT=0 }"
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else
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CMD_EFFECTIVE="${CMD_EFFECTIVE/-- /-- env HIP_VISIBLE_DEVICES=$GPU_DEVICES ROCBLAS_USE_HIPBLASLT=1 }"
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fi
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fi
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# run twice: baseline and with flash attention
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for FA in 1; do
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SUFFIX="$BASE_SUFFIX"
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EXTRA_ARGS=()
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if (( FA == 1 )); then
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SUFFIX="${SUFFIX}__fa1"
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EXTRA_ARGS=( -fa 1 )
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fi
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for CTX in default longctx16384 longctx32768; do
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CTX_SUFFIX=""
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CTX_ARGS=()
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if [[ "$CTX" == longctx32768 ]]; then
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CTX_SUFFIX="__longctx32768"
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CTX_ARGS=( -p 2048 -n 32 -d 32768 )
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if [[ "$ENV" == *vulkan* ]]; then
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CTX_ARGS+=( -ub 512 )
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else
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CTX_ARGS+=( -ub 2048 )
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fi
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elif [[ "$CTX" == longctx16384 ]]; then
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CTX_SUFFIX="__longctx16384"
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CTX_ARGS=( -p 2048 -n 32 -d 16384 )
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if [[ "$ENV" == *vulkan* ]]; then
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CTX_ARGS+=( -ub 512 )
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else
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CTX_ARGS+=( -ub 2048 )
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fi
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fi
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OUT="$RESULTDIR/${MODEL_NAME}__${ENV}${SUFFIX}${CTX_SUFFIX}${GPU_SUFFIX}.log"
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CTX_REPS=3
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if [[ "$CTX" == longctx* ]]; then
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CTX_REPS=1
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fi
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if [[ -s "$OUT" ]]; then
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echo "⏩ Skipping [${ENV}] ${MODEL_NAME}${SUFFIX}${CTX_SUFFIX:+ ($CTX_SUFFIX)}, log already exists at $OUT"
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continue
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fi
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FULL_CMD=( $CMD_EFFECTIVE -ngl 99 -m "$MODEL_PATH" "${EXTRA_ARGS[@]}" "${CTX_ARGS[@]}" -r "$CTX_REPS" )
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printf "\n▶ [%s] %s%s%s\n" "$ENV" "$MODEL_NAME" "${SUFFIX:+ $SUFFIX}" "${CTX_SUFFIX:+ $CTX_SUFFIX}"
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printf " → log: %s\n" "$OUT"
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printf " → cmd: %s\n\n" "${FULL_CMD[*]}"
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if ! "${FULL_CMD[@]}" >"$OUT" 2>&1; then
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status=$?
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echo "✖ ! [${ENV}] ${MODEL_NAME}${SUFFIX}${CTX_SUFFIX:+ $CTX_SUFFIX} failed (exit ${status})" >>"$OUT"
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echo " * [${ENV}] ${MODEL_NAME}${SUFFIX}${CTX_SUFFIX:+ $CTX_SUFFIX} : FAILED"
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fi
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done
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done
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done
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done
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done
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