Add CE for Distributed Hybrid Parallel

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

@@ -0,0 +1,38 @@
+# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
+#
+# 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.
+
+model_item=CE_gpt-345m_seqlen1024_pretrain
+dp_degree=2
+mp_degree=2
+pp_degree=2
+bs_item=32
+fp_item=bf16
+run_mode=MP2-PP2-DP2-mbs8-acc2
+device_num=N1C8
+max_iter=50000
+sharding=False
+sharding_degree=1
+virtual_pp_degree=1
+use_recompute=True
+eval_freq=25
+use_pipeline_parallel=True
+sequence_parallel=False
+
+model=gpt
+micro_bs=8
+
+bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
+# run
+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} ${device_num} \
+${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

@@ -0,0 +1,39 @@
+# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
+#
+# 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.
+
+model_item=gpt-345m_seqlen1024_pretrain
+dp_degree=1
+mp_degree=2
+pp_degree=2
+bs_item=32
+fp_item=bf16
+run_mode=MP2-PP2-SD2-Stage1-mbs8-acc2
+device_num=N1C8
+max_iter=50000
+sharding=stage2
+sharding_degree=1
+
+virtual_pp_degree=1
+use_recompute=True
+eval_freq=25
+use_pipeline_parallel=True
+sequence_parallel=False
+
+model=gpt
+micro_bs=8
+
+bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
+# run
+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} ${device_num} \
+${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

@@ -0,0 +1,39 @@
+# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
+#
+# 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.
+
+model_item=CE_gpt-345m_seqlen1024_pretrain
+dp_degree=1
+mp_degree=2
+pp_degree=2
+bs_item=32
+fp_item=bf16
+run_mode=MP2-SP2-PP2-SD2-Stage1-mbs8-acc2
+device_num=N1C8
+max_iter=50000
+sharding=stage1
+sharding_degree=2
+
+virtual_pp_degree=1
+use_recompute=True
+eval_freq=25
+use_pipeline_parallel=True
+sequence_parallel=True
+
+model=gpt
+micro_bs=8
+
+bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
+# run
+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} ${device_num} \
+${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

@@ -0,0 +1,39 @@
+# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
+#
+# 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.
+
+model_item=CE_gpt-345m_seqlen1024_pretrain
+dp_degree=1
+mp_degree=2
+pp_degree=1
+bs_item=32
+fp_item=bf16
+run_mode=MP2-SP2-SD2-Stage1-mbs8-acc2
+device_num=N1C8
+max_iter=50000
+sharding=stage1
+sharding_degree=2
+
+virtual_pp_degree=1
+use_recompute=True
+eval_freq=25
+use_pipeline_parallel=False
+sequence_parallel=True
+
+model=gpt
+micro_bs=8
+
+bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
+# run
+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} ${device_num} \
+${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

@@ -0,0 +1,38 @@
+# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
+#
+# 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.
+
+model_item=gpt-345m_seqlen1024_pretrain
+dp_degree=2
+mp_degree=2
+pp_degree=2
+bs_item=32
+fp_item=bf16
+run_mode=MP2-PP2-DP2-mbs8-acc2
+device_num=N1C8
+max_iter=100
+sharding=False
+sharding_degree=1
+virtual_pp_degree=1
+use_recompute=True
+eval_freq=25
+use_pipeline_parallel=True
+sequence_parallel=False
+
+model=gpt
+micro_bs=8
+
+bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
+# run
+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} ${device_num} \
+${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

@@ -0,0 +1,39 @@
+# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
+#
+# 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.
+
+model_item=gpt-345m_seqlen1024_pretrain
+dp_degree=1
+mp_degree=2
+pp_degree=2
+bs_item=32
+fp_item=bf16
+run_mode=MP2-PP2-SD2-Stage1-mbs8-acc2
+device_num=N1C8
+max_iter=100
+sharding=stage1
+sharding_degree=2
+
+virtual_pp_degree=1
+use_recompute=True
+eval_freq=25
+use_pipeline_parallel=True
+sequence_parallel=False
+
+model=gpt
+micro_bs=8
+
+bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
+# run
+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} ${device_num} \
+${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

@@ -0,0 +1,39 @@
+# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
+#
+# 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.
+
+model_item=gpt-345m_seqlen1024_pretrain
+dp_degree=1
+mp_degree=2
+pp_degree=2
+bs_item=32
+fp_item=bf16
+run_mode=MP2-SP2-PP2-SD2-Stage1-mbs8-acc2
+device_num=N1C8
+max_iter=100
+sharding=stage1
+sharding_degree=2
+
+virtual_pp_degree=1
+use_recompute=True
+eval_freq=25
+use_pipeline_parallel=True
+sequence_parallel=True
+
+model=gpt
+micro_bs=8
+
+bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
+# run
+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} ${device_num} \
+${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

@@ -0,0 +1,39 @@
+# Copyright (c) 2024 PaddlePaddle Authors. All Rights Reserved.
+#
+# 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.
+
+model_item=gpt-345m_seqlen1024_pretrain
+dp_degree=1
+mp_degree=2
+pp_degree=1
+bs_item=32
+fp_item=bf16
+run_mode=MP2-SP2-SD2-Stage1-mbs8-acc2
+device_num=N1C8
+max_iter=100
+sharding=stage1
+sharding_degree=2
+
+virtual_pp_degree=1
+use_recompute=True
+eval_freq=25
+use_pipeline_parallel=False
+sequence_parallel=True
+
+model=gpt
+micro_bs=8
+
+bash ./test_tipc/dygraph/hybrid_parallelism/ce_gpt/benchmark_common/prepare.sh
+# run
+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} ${device_num} \
+${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

@@ -151,11 +151,16 @@ function _train(){
             run_pretrain.py ${train_cmd}"
         workerlog_id=0
         ;;
-    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}"
+    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}"
         train_cmd="python -m paddle.distributed.launch --log_dir=./mylog --devices=0,1,2,3,4,5,6,7 ${PADDLE_RANK_OPTION}\
             run_pretrain.py ${train_cmd}"
         workerlog_id=0
         ;;
+    MP2-SP2-SD2-Stage1-mbs8-acc2) echo "run run_mode: ${run_mode}"
+        train_cmd="python -m paddle.distributed.launch --log_dir=./mylog --devices=0,1,2,3 ${PADDLE_RANK_OPTION}\
+            run_pretrain.py ${train_cmd}"
+        workerlog_id=0
+        ;;
     *) echo "choose run_mode "; exit 1;
     esac
     cd ../llm/gpt-3