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[CE] Add CE for Distributed Hybrid Parallel (#7782)
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‎tests/test_tipc/dygraph/hybrid_parallelism/ce_gpt/N1C8/CE_gpt-345m_seqlen1024_pretrain_bs32_bf16_MP2-PP2-DP2-mbs8-acc2.sh‎

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# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
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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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model_item=CE_gpt-345m_seqlen1024_pretrain
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dp_degree=2
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mp_degree=2
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pp_degree=2
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bs_item=32
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fp_item=bf16
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run_mode=MP2-PP2-DP2-mbs8-acc2
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device_num=N1C8
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max_iter=50000
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sharding=False
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sharding_degree=1
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virtual_pp_degree=1
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use_recompute=True
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eval_freq=25
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use_pipeline_parallel=True
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sequence_parallel=False
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model=gpt
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micro_bs=8
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
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# run
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/run_benchmark.sh ${model_item} ${fp_item} ${dp_degree} ${mp_degree} ${pp_degree} ${micro_bs} ${bs_item} ${run_mode} ${device_num} \
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${max_iter} ${sharding} ${sharding_degree} ${virtual_pp_degree} ${use_recompute} ${eval_freq} ${use_pipeline_parallel} ${sequence_parallel} 2>&1;

‎tests/test_tipc/dygraph/hybrid_parallelism/ce_gpt/N1C8/CE_gpt-345m_seqlen1024_pretrain_bs32_bf16_MP2-PP2-SD2-Stage1-mbs8-acc2.sh‎

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# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
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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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model_item=gpt-345m_seqlen1024_pretrain
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dp_degree=1
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mp_degree=2
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pp_degree=2
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bs_item=32
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fp_item=bf16
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run_mode=MP2-PP2-SD2-Stage1-mbs8-acc2
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device_num=N1C8
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max_iter=50000
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sharding=stage2
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sharding_degree=1
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virtual_pp_degree=1
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use_recompute=True
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eval_freq=25
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use_pipeline_parallel=True
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sequence_parallel=False
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model=gpt
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micro_bs=8
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
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# run
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/run_benchmark.sh ${model_item} ${fp_item} ${dp_degree} ${mp_degree} ${pp_degree} ${micro_bs} ${bs_item} ${run_mode} ${device_num} \
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${max_iter} ${sharding} ${sharding_degree} ${virtual_pp_degree} ${use_recompute} ${eval_freq} ${use_pipeline_parallel} ${sequence_parallel} 2>&1;

‎tests/test_tipc/dygraph/hybrid_parallelism/ce_gpt/N1C8/CE_gpt-345m_seqlen1024_pretrain_bs32_bf16_MP2-SP2-PP2-SD2-Stage1-mbs8-acc2.sh‎

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# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
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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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model_item=CE_gpt-345m_seqlen1024_pretrain
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dp_degree=1
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mp_degree=2
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pp_degree=2
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bs_item=32
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fp_item=bf16
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run_mode=MP2-SP2-PP2-SD2-Stage1-mbs8-acc2
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device_num=N1C8
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max_iter=50000
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sharding=stage1
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sharding_degree=2
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virtual_pp_degree=1
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use_recompute=True
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eval_freq=25
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use_pipeline_parallel=True
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sequence_parallel=True
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model=gpt
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micro_bs=8
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
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# run
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/run_benchmark.sh ${model_item} ${fp_item} ${dp_degree} ${mp_degree} ${pp_degree} ${micro_bs} ${bs_item} ${run_mode} ${device_num} \
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${max_iter} ${sharding} ${sharding_degree} ${virtual_pp_degree} ${use_recompute} ${eval_freq} ${use_pipeline_parallel} ${sequence_parallel} 2>&1;

‎tests/test_tipc/dygraph/hybrid_parallelism/ce_gpt/N1C8/CE_gpt-345m_seqlen1024_pretrain_bs32_bf16_MP2-SP2-SD2-Stage1-mbs8-acc2.sh‎

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# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
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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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model_item=CE_gpt-345m_seqlen1024_pretrain
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dp_degree=1
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mp_degree=2
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pp_degree=1
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bs_item=32
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fp_item=bf16
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run_mode=MP2-SP2-SD2-Stage1-mbs8-acc2
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device_num=N1C8
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max_iter=50000
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sharding=stage1
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sharding_degree=2
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virtual_pp_degree=1
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use_recompute=True
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eval_freq=25
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use_pipeline_parallel=False
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sequence_parallel=True
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model=gpt
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micro_bs=8
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
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# run
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/run_benchmark.sh ${model_item} ${fp_item} ${dp_degree} ${mp_degree} ${pp_degree} ${micro_bs} ${bs_item} ${run_mode} ${device_num} \
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${max_iter} ${sharding} ${sharding_degree} ${virtual_pp_degree} ${use_recompute} ${eval_freq} ${use_pipeline_parallel} ${sequence_parallel} 2>&1;

‎tests/test_tipc/dygraph/hybrid_parallelism/ce_gpt/N1C8/gpt-345m_seqlen1024_pretrain_bs32_bf16_MP2-PP2-DP2-mbs8-acc2.sh‎

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# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
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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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model_item=gpt-345m_seqlen1024_pretrain
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dp_degree=2
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mp_degree=2
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pp_degree=2
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bs_item=32
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fp_item=bf16
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run_mode=MP2-PP2-DP2-mbs8-acc2
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device_num=N1C8
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max_iter=100
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sharding=False
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sharding_degree=1
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virtual_pp_degree=1
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use_recompute=True
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eval_freq=25
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use_pipeline_parallel=True
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sequence_parallel=False
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model=gpt
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micro_bs=8
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
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# run
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/run_benchmark.sh ${model_item} ${fp_item} ${dp_degree} ${mp_degree} ${pp_degree} ${micro_bs} ${bs_item} ${run_mode} ${device_num} \
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${max_iter} ${sharding} ${sharding_degree} ${virtual_pp_degree} ${use_recompute} ${eval_freq} ${use_pipeline_parallel} ${sequence_parallel} 2>&1;

‎tests/test_tipc/dygraph/hybrid_parallelism/ce_gpt/N1C8/gpt-345m_seqlen1024_pretrain_bs32_bf16_MP2-PP2-SD2-Stage1-mbs8-acc2.sh‎

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# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
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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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model_item=gpt-345m_seqlen1024_pretrain
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dp_degree=1
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mp_degree=2
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pp_degree=2
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bs_item=32
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fp_item=bf16
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run_mode=MP2-PP2-SD2-Stage1-mbs8-acc2
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device_num=N1C8
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max_iter=100
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sharding=stage1
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sharding_degree=2
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virtual_pp_degree=1
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use_recompute=True
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eval_freq=25
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use_pipeline_parallel=True
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sequence_parallel=False
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model=gpt
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micro_bs=8
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
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# run
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/run_benchmark.sh ${model_item} ${fp_item} ${dp_degree} ${mp_degree} ${pp_degree} ${micro_bs} ${bs_item} ${run_mode} ${device_num} \
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${max_iter} ${sharding} ${sharding_degree} ${virtual_pp_degree} ${use_recompute} ${eval_freq} ${use_pipeline_parallel} ${sequence_parallel} 2>&1;

‎tests/test_tipc/dygraph/hybrid_parallelism/ce_gpt/N1C8/gpt-345m_seqlen1024_pretrain_bs32_bf16_MP2-SP2-PP2-SD2-Stage1-mbs8-acc2.sh‎

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# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
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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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model_item=gpt-345m_seqlen1024_pretrain
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dp_degree=1
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mp_degree=2
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pp_degree=2
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bs_item=32
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fp_item=bf16
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run_mode=MP2-SP2-PP2-SD2-Stage1-mbs8-acc2
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device_num=N1C8
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max_iter=100
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sharding=stage1
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sharding_degree=2
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virtual_pp_degree=1
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use_recompute=True
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eval_freq=25
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use_pipeline_parallel=True
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sequence_parallel=True
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model=gpt
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micro_bs=8
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
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# run
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/run_benchmark.sh ${model_item} ${fp_item} ${dp_degree} ${mp_degree} ${pp_degree} ${micro_bs} ${bs_item} ${run_mode} ${device_num} \
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${max_iter} ${sharding} ${sharding_degree} ${virtual_pp_degree} ${use_recompute} ${eval_freq} ${use_pipeline_parallel} ${sequence_parallel} 2>&1;

‎tests/test_tipc/dygraph/hybrid_parallelism/ce_gpt/N1C8/gpt-345m_seqlen1024_pretrain_bs32_bf16_MP2-SP2-SD2-Stage1-mbs8-acc2.sh‎

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# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
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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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model_item=gpt-345m_seqlen1024_pretrain
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dp_degree=1
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mp_degree=2
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pp_degree=1
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bs_item=32
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fp_item=bf16
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run_mode=MP2-SP2-SD2-Stage1-mbs8-acc2
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device_num=N1C8
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max_iter=100
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sharding=stage1
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sharding_degree=2
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virtual_pp_degree=1
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use_recompute=True
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eval_freq=25
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use_pipeline_parallel=False
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sequence_parallel=True
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model=gpt
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micro_bs=8
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
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# run
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bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/run_benchmark.sh ${model_item} ${fp_item} ${dp_degree} ${mp_degree} ${pp_degree} ${micro_bs} ${bs_item} ${run_mode} ${device_num} \
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${max_iter} ${sharding} ${sharding_degree} ${virtual_pp_degree} ${use_recompute} ${eval_freq} ${use_pipeline_parallel} ${sequence_parallel} 2>&1;

‎tests/test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/run_benchmark.sh‎

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run_pretrain.py ${train_cmd}"
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workerlog_id=0
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;;
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DP8-mbs2-acc2|SD8-stage1-mbs2-acc2|SD8-stage2-mbs2-acc2|SD8-stage3-mbs2-acc2|MP2-SD4-stage1-mbs4-acc2|MP2-SP2-PP2-DP2-mbs8-acc2|MP8-mbs16-acc2) echo "run run_mode: ${run_mode}"
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DP8-mbs2-acc2|SD8-stage1-mbs2-acc2|SD8-stage2-mbs2-acc2|SD8-stage3-mbs2-acc2|MP2-SD4-stage1-mbs4-acc2|MP2-SP2-PP2-DP2-mbs8-acc2|MP8-mbs16-acc2|MP2-PP2-DP2-mbs8-acc2|MP2-PP2-SD2-Stage1-mbs8-acc2|MP2-SP2-PP2-SD2-Stage1-mbs8-acc2) echo "run run_mode: ${run_mode}"
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train_cmd="python -m paddle.distributed.launch --log_dir=./mylog --devices=0,1,2,3,4,5,6,7 ${PADDLE_RANK_OPTION}\
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run_pretrain.py ${train_cmd}"
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workerlog_id=0
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;;
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MP2-SP2-SD2-Stage1-mbs8-acc2) echo "run run_mode: ${run_mode}"
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train_cmd="python -m paddle.distributed.launch --log_dir=./mylog --devices=0,1,2,3 ${PADDLE_RANK_OPTION}\
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run_pretrain.py ${train_cmd}"
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workerlog_id=0
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;;
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*) echo "choose run_mode "; exit 1;
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esac
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cd ../llm/gpt-3

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