ipex-llm/python/llm/example/GPU/Deepspeed-AutoTP-FastAPI/start-deepspeed-autotp-ipex-llm-serving.sh
2024-06-13 16:22:52 +08:00

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#
# Copyright 2016 The BigDL Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
export MASTER_ADDR=127.0.0.1
export FI_PROVIDER=tcp
export CCL_ATL_TRANSPORT=ofi
export CCL_ZE_IPC_EXCHANGE=sockets
export no_proxy=localhost
export LD_PRELOAD=${LD_PRELOAD}:${CONDA_PREFIX}/lib/libtcmalloc.so:${LD_PRELOAD}
basekit_root=/opt/intel/oneapi
source $basekit_root/setvars.sh --force
source $basekit_root/ccl/latest/env/vars.sh --force
NUM_GPUS=2 # number of used GPU
export USE_XETLA=OFF
export SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=2
export TORCH_LLM_ALLREDUCE=0
export WORLD_SIZE=2
export BIGDL_IMPORT_IPEX=0
mpirun -np $NUM_GPUS --prepend-rank \
python serving.py --repo-id-or-model-path YOUR_REPO_ID_OR_MODEL_PATH --low-bit 'fp8' --port 8000 --max-num-seqs 8 --max-num-batched-tokens 8192