9c15abf825
* init fastapi-serving one card * mv api code to source * update worker * update for style-check * add worker * update bash * update * update worker name and add readme * rename update * rename to fastapi
48 lines
1.6 KiB
Bash
48 lines
1.6 KiB
Bash
#
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# Copyright 2016 The BigDL Authors.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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export no_proxy=localhost
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export FI_PROVIDER=tcp
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export OMP_NUM_THREADS=32
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export LD_PRELOAD=${LD_PRELOAD}:${CONDA_PREFIX}/lib/libtcmalloc.so
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basekit_root=/opt/intel/oneapi
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source $basekit_root/setvars.sh --force
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source $basekit_root/ccl/latest/env/vars.sh --force
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export USE_XETLA=OFF
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if [[ $KERNEL_VERSION != *"6.5"* ]]; then
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export SYCL_PI_LEVEL_ZERO_USE_IMMEDIATE_COMMANDLISTS=1
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fi
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export TORCH_LLM_ALLREDUCE=0
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export IPEX_LLM_QUANTIZE_KV_CACHE=1
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export IPEX_LLM_LAST_LM_HEAD=1
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export IPEX_LLM_LOW_MEM=1
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export MODEL_PATH=YOUR_MODEL_PATH
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export NUM_GPUS=2
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export ZE_AFFINITY_MASK=0,1
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export LOW_BIT="fp8"
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# max requests = max_num_reqs * rank_num
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export MAX_NUM_SEQS="4"
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export MAX_PREFILLED_SEQS=0
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if [[ $NUM_GPUS -eq 1 ]]; then
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export ZE_AFFINITY_MASK=0
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python serving.py --repo-id-or-model-path $MODEL_PATH --low-bit $LOW_BIT
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else
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CCL_ZE_IPC_EXCHANGE=sockets torchrun --standalone --nnodes=1 --nproc-per-node $NUM_GPUS pipeline_serving.py --repo-id-or-model-path $MODEL_PATH --low-bit $LOW_BIT --max-num-seqs $MAX_NUM_SEQS --max-prefilled-seqs $MAX_PREFILLED_SEQS
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fi
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