| [2025-05-29 17:17:27,861] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) |
| Warning: The cache directory for DeepSpeed Triton autotune, /home/hansirui_1st/.triton/autotune, appears to be on an NFS system. While this is generally acceptable, if you experience slowdowns or hanging when DeepSpeed exits, it is recommended to set the TRITON_CACHE_DIR environment variable to a non-NFS path. |
| [2025-05-29 17:17:32,843] [WARNING] [runner.py:215:fetch_hostfile] Unable to find hostfile, will proceed with training with local resources only. |
| [2025-05-29 17:17:32,844] [INFO] [runner.py:605:main] cmd = /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/bin/python3.11 -u -m deepspeed.launcher.launch --world_info=eyJsb2NhbGhvc3QiOiBbMCwgMSwgMiwgMywgNCwgNSwgNiwgN119 --master_addr=127.0.0.1 --master_port=11743 --module --enable_each_rank_log=None safe_rlhf.finetune --train_datasets inverse-json::/home/hansirui_1st/jiayi/resist/imdb_data/train/pos/2000/train.json --model_name_or_path /aifs4su/hansirui_1st/models/TinyLlama-1.1B-intermediate-step-480k-1T --max_length 512 --trust_remote_code True --epochs 1 --per_device_train_batch_size 1 --per_device_eval_batch_size 4 --gradient_accumulation_steps 8 --gradient_checkpointing --learning_rate 1e-5 --lr_warmup_ratio 0 --weight_decay 0.0 --lr_scheduler_type constant --weight_decay 0.0 --seed 42 --output_dir /aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-2000 --log_type wandb --log_run_name imdb-tinyllama-1T-s3-Q1-2000 --log_project Inverse_Alignment_IMDb --zero_stage 3 --offload none --bf16 True --tf32 True --save_16bit |
| [2025-05-29 17:17:35,179] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) |
| Warning: The cache directory for DeepSpeed Triton autotune, /home/hansirui_1st/.triton/autotune, appears to be on an NFS system. While this is generally acceptable, if you experience slowdowns or hanging when DeepSpeed exits, it is recommended to set the TRITON_CACHE_DIR environment variable to a non-NFS path. |
| [2025-05-29 17:17:39,990] [INFO] [launch.py:146:main] WORLD INFO DICT: {'localhost': [0, 1, 2, 3, 4, 5, 6, 7]} |
| [2025-05-29 17:17:39,990] [INFO] [launch.py:152:main] nnodes=1, num_local_procs=8, node_rank=0 |
| [2025-05-29 17:17:39,990] [INFO] [launch.py:163:main] global_rank_mapping=defaultdict(<class 'list'>, {'localhost': [0, 1, 2, 3, 4, 5, 6, 7]}) |
| [2025-05-29 17:17:39,990] [INFO] [launch.py:164:main] dist_world_size=8 |
| [2025-05-29 17:17:39,990] [INFO] [launch.py:168:main] Setting CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 |
| [2025-05-29 17:17:39,991] [INFO] [launch.py:256:main] process 1970094 spawned with command: ['/aifs4su/hansirui_1st/miniconda3/envs/jy-resist/bin/python3.11', '-u', '-m', 'safe_rlhf.finetune', '--local_rank=0', '--train_datasets', 'inverse-json::/home/hansirui_1st/jiayi/resist/imdb_data/train/pos/2000/train.json', '--model_name_or_path', '/aifs4su/hansirui_1st/models/TinyLlama-1.1B-intermediate-step-480k-1T', '--max_length', '512', '--trust_remote_code', 'True', '--epochs', '1', '--per_device_train_batch_size', '1', '--per_device_eval_batch_size', '4', '--gradient_accumulation_steps', '8', '--gradient_checkpointing', '--learning_rate', '1e-5', '--lr_warmup_ratio', '0', '--weight_decay', '0.0', '--lr_scheduler_type', 'constant', '--weight_decay', '0.0', '--seed', '42', '--output_dir', '/aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-2000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-2000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] |
| [2025-05-29 17:17:39,991] [INFO] [launch.py:256:main] process 1970095 spawned with command: ['/aifs4su/hansirui_1st/miniconda3/envs/jy-resist/bin/python3.11', '-u', '-m', 'safe_rlhf.finetune', '--local_rank=1', '--train_datasets', 'inverse-json::/home/hansirui_1st/jiayi/resist/imdb_data/train/pos/2000/train.json', '--model_name_or_path', '/aifs4su/hansirui_1st/models/TinyLlama-1.1B-intermediate-step-480k-1T', '--max_length', '512', '--trust_remote_code', 'True', '--epochs', '1', '--per_device_train_batch_size', '1', '--per_device_eval_batch_size', '4', '--gradient_accumulation_steps', '8', '--gradient_checkpointing', '--learning_rate', '1e-5', '--lr_warmup_ratio', '0', '--weight_decay', '0.0', '--lr_scheduler_type', 'constant', '--weight_decay', '0.0', '--seed', '42', '--output_dir', '/aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-2000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-2000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] |
| [2025-05-29 17:17:39,992] [INFO] [launch.py:256:main] process 1970096 spawned with command: ['/aifs4su/hansirui_1st/miniconda3/envs/jy-resist/bin/python3.11', '-u', '-m', 'safe_rlhf.finetune', '--local_rank=2', '--train_datasets', 'inverse-json::/home/hansirui_1st/jiayi/resist/imdb_data/train/pos/2000/train.json', '--model_name_or_path', '/aifs4su/hansirui_1st/models/TinyLlama-1.1B-intermediate-step-480k-1T', '--max_length', '512', '--trust_remote_code', 'True', '--epochs', '1', '--per_device_train_batch_size', '1', '--per_device_eval_batch_size', '4', '--gradient_accumulation_steps', '8', '--gradient_checkpointing', '--learning_rate', '1e-5', '--lr_warmup_ratio', '0', '--weight_decay', '0.0', '--lr_scheduler_type', 'constant', '--weight_decay', '0.0', '--seed', '42', '--output_dir', '/aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-2000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-2000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] |
| [2025-05-29 17:17:39,992] [INFO] [launch.py:256:main] process 1970097 spawned with command: ['/aifs4su/hansirui_1st/miniconda3/envs/jy-resist/bin/python3.11', '-u', '-m', 'safe_rlhf.finetune', '--local_rank=3', '--train_datasets', 'inverse-json::/home/hansirui_1st/jiayi/resist/imdb_data/train/pos/2000/train.json', '--model_name_or_path', '/aifs4su/hansirui_1st/models/TinyLlama-1.1B-intermediate-step-480k-1T', '--max_length', '512', '--trust_remote_code', 'True', '--epochs', '1', '--per_device_train_batch_size', '1', '--per_device_eval_batch_size', '4', '--gradient_accumulation_steps', '8', '--gradient_checkpointing', '--learning_rate', '1e-5', '--lr_warmup_ratio', '0', '--weight_decay', '0.0', '--lr_scheduler_type', 'constant', '--weight_decay', '0.0', '--seed', '42', '--output_dir', '/aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-2000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-2000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] |
| [2025-05-29 17:17:39,993] [INFO] [launch.py:256:main] process 1970098 spawned with command: ['/aifs4su/hansirui_1st/miniconda3/envs/jy-resist/bin/python3.11', '-u', '-m', 'safe_rlhf.finetune', '--local_rank=4', '--train_datasets', 'inverse-json::/home/hansirui_1st/jiayi/resist/imdb_data/train/pos/2000/train.json', '--model_name_or_path', '/aifs4su/hansirui_1st/models/TinyLlama-1.1B-intermediate-step-480k-1T', '--max_length', '512', '--trust_remote_code', 'True', '--epochs', '1', '--per_device_train_batch_size', '1', '--per_device_eval_batch_size', '4', '--gradient_accumulation_steps', '8', '--gradient_checkpointing', '--learning_rate', '1e-5', '--lr_warmup_ratio', '0', '--weight_decay', '0.0', '--lr_scheduler_type', 'constant', '--weight_decay', '0.0', '--seed', '42', '--output_dir', '/aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-2000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-2000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] |
| [2025-05-29 17:17:39,993] [INFO] [launch.py:256:main] process 1970099 spawned with command: ['/aifs4su/hansirui_1st/miniconda3/envs/jy-resist/bin/python3.11', '-u', '-m', 'safe_rlhf.finetune', '--local_rank=5', '--train_datasets', 'inverse-json::/home/hansirui_1st/jiayi/resist/imdb_data/train/pos/2000/train.json', '--model_name_or_path', '/aifs4su/hansirui_1st/models/TinyLlama-1.1B-intermediate-step-480k-1T', '--max_length', '512', '--trust_remote_code', 'True', '--epochs', '1', '--per_device_train_batch_size', '1', '--per_device_eval_batch_size', '4', '--gradient_accumulation_steps', '8', '--gradient_checkpointing', '--learning_rate', '1e-5', '--lr_warmup_ratio', '0', '--weight_decay', '0.0', '--lr_scheduler_type', 'constant', '--weight_decay', '0.0', '--seed', '42', '--output_dir', '/aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-2000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-2000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] |
| [2025-05-29 17:17:39,994] [INFO] [launch.py:256:main] process 1970100 spawned with command: ['/aifs4su/hansirui_1st/miniconda3/envs/jy-resist/bin/python3.11', '-u', '-m', 'safe_rlhf.finetune', '--local_rank=6', '--train_datasets', 'inverse-json::/home/hansirui_1st/jiayi/resist/imdb_data/train/pos/2000/train.json', '--model_name_or_path', '/aifs4su/hansirui_1st/models/TinyLlama-1.1B-intermediate-step-480k-1T', '--max_length', '512', '--trust_remote_code', 'True', '--epochs', '1', '--per_device_train_batch_size', '1', '--per_device_eval_batch_size', '4', '--gradient_accumulation_steps', '8', '--gradient_checkpointing', '--learning_rate', '1e-5', '--lr_warmup_ratio', '0', '--weight_decay', '0.0', '--lr_scheduler_type', 'constant', '--weight_decay', '0.0', '--seed', '42', '--output_dir', '/aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-2000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-2000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] |
| [2025-05-29 17:17:39,994] [INFO] [launch.py:256:main] process 1970101 spawned with command: ['/aifs4su/hansirui_1st/miniconda3/envs/jy-resist/bin/python3.11', '-u', '-m', 'safe_rlhf.finetune', '--local_rank=7', '--train_datasets', 'inverse-json::/home/hansirui_1st/jiayi/resist/imdb_data/train/pos/2000/train.json', '--model_name_or_path', '/aifs4su/hansirui_1st/models/TinyLlama-1.1B-intermediate-step-480k-1T', '--max_length', '512', '--trust_remote_code', 'True', '--epochs', '1', '--per_device_train_batch_size', '1', '--per_device_eval_batch_size', '4', '--gradient_accumulation_steps', '8', '--gradient_checkpointing', '--learning_rate', '1e-5', '--lr_warmup_ratio', '0', '--weight_decay', '0.0', '--lr_scheduler_type', 'constant', '--weight_decay', '0.0', '--seed', '42', '--output_dir', '/aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-2000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-2000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] |
| [2025-05-29 17:17:45,553] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) |
| Warning: The cache directory for DeepSpeed Triton autotune, /home/hansirui_1st/.triton/autotune, appears to be on an NFS system. While this is generally acceptable, if you experience slowdowns or hanging when DeepSpeed exits, it is recommended to set the TRITON_CACHE_DIR environment variable to a non-NFS path. |
| [2025-05-29 17:17:45,894] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) |
| Warning: The cache directory for DeepSpeed Triton autotune, /home/hansirui_1st/.triton/autotune, appears to be on an NFS system. While this is generally acceptable, if you experience slowdowns or hanging when DeepSpeed exits, it is recommended to set the TRITON_CACHE_DIR environment variable to a non-NFS path. |
| [2025-05-29 17:17:46,286] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) |
| [2025-05-29 17:17:46,363] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) |
| [2025-05-29 17:17:46,366] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) |
| [2025-05-29 17:17:46,396] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) |
| [2025-05-29 17:17:46,407] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) |
| [2025-05-29 17:17:46,412] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) |
| Warning: The cache directory for DeepSpeed Triton autotune, /home/hansirui_1st/.triton/autotune, appears to be on an NFS system. While this is generally acceptable, if you experience slowdowns or hanging when DeepSpeed exits, it is recommended to set the TRITON_CACHE_DIR environment variable to a non-NFS path. |
| Warning: The cache directory for DeepSpeed Triton autotune, /home/hansirui_1st/.triton/autotune, appears to be on an NFS system. While this is generally acceptable, if you experience slowdowns or hanging when DeepSpeed exits, it is recommended to set the TRITON_CACHE_DIR environment variable to a non-NFS path. |
| Warning: The cache directory for DeepSpeed Triton autotune, /home/hansirui_1st/.triton/autotune, appears to be on an NFS system. While this is generally acceptable, if you experience slowdowns or hanging when DeepSpeed exits, it is recommended to set the TRITON_CACHE_DIR environment variable to a non-NFS path. |
| Warning: The cache directory for DeepSpeed Triton autotune, /home/hansirui_1st/.triton/autotune, appears to be on an NFS system. While this is generally acceptable, if you experience slowdowns or hanging when DeepSpeed exits, it is recommended to set the TRITON_CACHE_DIR environment variable to a non-NFS path. |
| Warning: The cache directory for DeepSpeed Triton autotune, /home/hansirui_1st/.triton/autotune, appears to be on an NFS system. While this is generally acceptable, if you experience slowdowns or hanging when DeepSpeed exits, it is recommended to set the TRITON_CACHE_DIR environment variable to a non-NFS path. |
| Warning: The cache directory for DeepSpeed Triton autotune, /home/hansirui_1st/.triton/autotune, appears to be on an NFS system. While this is generally acceptable, if you experience slowdowns or hanging when DeepSpeed exits, it is recommended to set the TRITON_CACHE_DIR environment variable to a non-NFS path. |
| [2025-05-29 17:17:53,094] [INFO] [comm.py:669:init_distributed] cdb=None |
| [2025-05-29 17:17:53,460] [INFO] [comm.py:669:init_distributed] cdb=None |
| [2025-05-29 17:17:53,744] [INFO] [comm.py:669:init_distributed] cdb=None |
| [2025-05-29 17:17:53,782] [INFO] [comm.py:669:init_distributed] cdb=None |
| [2025-05-29 17:17:53,782] [INFO] [comm.py:700:init_distributed] Initializing TorchBackend in DeepSpeed with backend nccl |
| [2025-05-29 17:17:53,870] [INFO] [comm.py:669:init_distributed] cdb=None |
| [2025-05-29 17:17:53,932] [INFO] [comm.py:669:init_distributed] cdb=None |
| [2025-05-29 17:17:54,004] [INFO] [comm.py:669:init_distributed] cdb=None |
| [2025-05-29 17:17:54,008] [INFO] [comm.py:669:init_distributed] cdb=None |
| Set logger level to INFO. |
| [2025-05-29 17:18:03,868] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| [2025-05-29 17:18:03,868] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| [2025-05-29 17:18:03,868] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| [2025-05-29 17:18:03,868] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| [2025-05-29 17:18:03,868] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| [2025-05-29 17:18:03,868] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| [2025-05-29 17:18:03,868] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| [2025-05-29 17:18:03,868] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| [2025-05-29 17:18:04,010] [INFO] [partition_parameters.py:348:__exit__] finished initializing model - num_params = 201, num_elems = 1.10B |
| [1/3] /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/bin/nvcc --generate-dependencies-with-compile --dependency-output multi_tensor_adam.cuda.o.d -ccbin /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/bin/x86_64-conda-linux-gnu-cc -DTORCH_EXTENSION_NAME=fused_adam -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_gcc\" -DPYBIND11_STDLIB=\"_libstdcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1011\" -I/aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/deepspeed/ops/csrc/includes -I/aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/deepspeed/ops/csrc/adam -isystem /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/torch/include -isystem /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -isystem /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/torch/include/TH -isystem /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/torch/include/THC -isystem /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/include -isystem /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/include/python3.11 -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -gencode=arch=compute_90,code=compute_90 -gencode=arch=compute_90,code=sm_90 --compiler-options '-fPIC' -O3 -DVERSION_GE_1_1 -DVERSION_GE_1_3 -DVERSION_GE_1_5 -lineinfo --use_fast_math -gencode=arch=compute_90,code=sm_90 -gencode=arch=compute_90,code=compute_90 -DBF16_AVAILABLE -U__CUDA_NO_BFLOAT16_OPERATORS__ -U__CUDA_NO_BFLOAT162_OPERATORS__ -U__CUDA_NO_BFLOAT16_CONVERSIONS__ -std=c++17 -c /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/deepspeed/ops/csrc/adam/multi_tensor_adam.cu -o multi_tensor_adam.cuda.o |
| nvcc warning : incompatible redefinition for option 'compiler-bindir', the last value of this option was used |
| [2/3] /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/bin/x86_64-conda-linux-gnu-c++ -MMD -MF fused_adam_frontend.o.d -DTORCH_EXTENSION_NAME=fused_adam -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_gcc\" -DPYBIND11_STDLIB=\"_libstdcpp\" -DPYBIND11_BUILD_ABI=\"_cxxabi1011\" -I/aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/deepspeed/ops/csrc/includes -I/aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/deepspeed/ops/csrc/adam -isystem /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/torch/include -isystem /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -isystem /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/torch/include/TH -isystem /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/torch/include/THC -isystem /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/include -isystem /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/include/python3.11 -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++17 -O3 -std=c++17 -g -Wno-reorder -DVERSION_GE_1_1 -DVERSION_GE_1_3 -DVERSION_GE_1_5 -DBF16_AVAILABLE -c /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/deepspeed/ops/csrc/adam/fused_adam_frontend.cpp -o fused_adam_frontend.o |
| [3/3] /aifs4su/hansirui_1st/miniconda3/envs/jy-resist/bin/x86_64-conda-linux-gnu-c++ fused_adam_frontend.o multi_tensor_adam.cuda.o -shared -L/aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib/python3.11/site-packages/torch/lib -lc10 -lc10_cuda -ltorch_cpu -ltorch_cuda -ltorch -ltorch_python -L/aifs4su/hansirui_1st/miniconda3/envs/jy-resist/lib -lcudart -o fused_adam.so |
| Time to load fused_adam op: 22.565014123916626 seconds |
| [2025-05-29 17:18:28,716] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| Time to load fused_adam op: 22.617525577545166 seconds |
| [2025-05-29 17:18:28,770] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| Time to load fused_adam op: 22.61988067626953 seconds |
| Time to load fused_adam op: 22.621710300445557 seconds |
| [2025-05-29 17:18:28,772] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| Time to load fused_adam op: 22.62097668647766 seconds |
| Time to load fused_adam op: 22.620973825454712 seconds |
| [2025-05-29 17:18:28,773] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| [2025-05-29 17:18:28,773] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| [2025-05-29 17:18:28,773] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| Time to load fused_adam op: 22.62154507637024 seconds |
| [2025-05-29 17:18:28,774] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| Time to load fused_adam op: 22.622209548950195 seconds |
| [2025-05-29 17:18:28,775] [INFO] [logging.py:107:log_dist] [Rank 0] DeepSpeed info: version=0.16.8, git-hash=unknown, git-branch=unknown |
| [2025-05-29 17:18:28,775] [INFO] [comm.py:694:init_distributed] Distributed backend already initialized |
| [2025-05-29 17:18:28,775] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 |
| [2025-05-29 17:18:28,782] [INFO] [logging.py:107:log_dist] [Rank 0] DeepSpeed Flops Profiler Enabled: False |
| [2025-05-29 17:18:28,782] [INFO] [logging.py:107:log_dist] [Rank 0] Using client Optimizer as basic optimizer |
| [2025-05-29 17:18:28,782] [INFO] [logging.py:107:log_dist] [Rank 0] Removing param_group that has no 'params' in the basic Optimizer |
| [2025-05-29 17:18:28,787] [INFO] [logging.py:107:log_dist] [Rank 0] DeepSpeed Basic Optimizer = FusedAdam |
| [2025-05-29 17:18:28,787] [INFO] [utils.py:59:is_zero_supported_optimizer] Checking ZeRO support for optimizer=FusedAdam type=<class 'deepspeed.ops.adam.fused_adam.FusedAdam'> |
| [2025-05-29 17:18:28,787] [INFO] [logging.py:107:log_dist] [Rank 0] Creating fp16 ZeRO stage 3 optimizer, MiCS is enabled False, Hierarchical params gather False |
| [2025-05-29 17:18:28,787] [INFO] [logging.py:107:log_dist] [Rank 0] Creating torch.bfloat16 ZeRO stage 3 optimizer |
| [2025-05-29 17:18:29,119] [INFO] [utils.py:781:see_memory_usage] Stage 3 initialize beginning |
| [2025-05-29 17:18:29,119] [INFO] [utils.py:782:see_memory_usage] MA 0.5 GB Max_MA 1.24 GB CA 1.52 GB Max_CA 2 GB |
| [2025-05-29 17:18:29,120] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 100.02 GB, percent = 5.0% |
| [2025-05-29 17:18:29,121] [INFO] [stage3.py:170:__init__] Reduce bucket size 500000000 |
| [2025-05-29 17:18:29,121] [INFO] [stage3.py:171:__init__] Prefetch bucket size 30000000 |
| [2025-05-29 17:18:29,260] [INFO] [utils.py:781:see_memory_usage] DeepSpeedZeRoOffload initialize [begin] |
| [2025-05-29 17:18:29,261] [INFO] [utils.py:782:see_memory_usage] MA 0.5 GB Max_MA 0.5 GB CA 1.52 GB Max_CA 2 GB |
| [2025-05-29 17:18:29,261] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 100.03 GB, percent = 5.0% |
| Parameter Offload: Total persistent parameters: 92160 in 45 params |
| [2025-05-29 17:18:29,403] [INFO] [utils.py:781:see_memory_usage] DeepSpeedZeRoOffload initialize [end] |
| [2025-05-29 17:18:29,404] [INFO] [utils.py:782:see_memory_usage] MA 0.29 GB Max_MA 0.52 GB CA 1.52 GB Max_CA 2 GB |
| [2025-05-29 17:18:29,404] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 100.03 GB, percent = 5.0% |
| [2025-05-29 17:18:29,519] [INFO] [utils.py:781:see_memory_usage] Before creating fp16 partitions |
| [2025-05-29 17:18:29,519] [INFO] [utils.py:782:see_memory_usage] MA 0.29 GB Max_MA 0.29 GB CA 1.52 GB Max_CA 2 GB |
| [2025-05-29 17:18:29,520] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 100.03 GB, percent = 5.0% |
| [2025-05-29 17:18:30,098] [INFO] [utils.py:781:see_memory_usage] After creating fp16 partitions: 2 |
| [2025-05-29 17:18:30,098] [INFO] [utils.py:782:see_memory_usage] MA 0.29 GB Max_MA 0.29 GB CA 0.5 GB Max_CA 2 GB |
| [2025-05-29 17:18:30,098] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 101.31 GB, percent = 5.0% |
| [2025-05-29 17:18:30,206] [INFO] [utils.py:781:see_memory_usage] Before creating fp32 partitions |
| [2025-05-29 17:18:30,206] [INFO] [utils.py:782:see_memory_usage] MA 0.29 GB Max_MA 0.29 GB CA 0.5 GB Max_CA 1 GB |
| [2025-05-29 17:18:30,206] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 101.31 GB, percent = 5.0% |
| [2025-05-29 17:18:30,312] [INFO] [utils.py:781:see_memory_usage] After creating fp32 partitions |
| [2025-05-29 17:18:30,312] [INFO] [utils.py:782:see_memory_usage] MA 0.8 GB Max_MA 1.06 GB CA 1.28 GB Max_CA 1 GB |
| [2025-05-29 17:18:30,312] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 101.31 GB, percent = 5.0% |
| [2025-05-29 17:18:30,419] [INFO] [utils.py:781:see_memory_usage] Before initializing optimizer states |
| [2025-05-29 17:18:30,420] [INFO] [utils.py:782:see_memory_usage] MA 0.8 GB Max_MA 0.8 GB CA 1.28 GB Max_CA 1 GB |
| [2025-05-29 17:18:30,420] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 101.31 GB, percent = 5.0% |
| [2025-05-29 17:18:30,538] [INFO] [utils.py:781:see_memory_usage] After initializing optimizer states |
| [2025-05-29 17:18:30,538] [INFO] [utils.py:782:see_memory_usage] MA 0.8 GB Max_MA 1.31 GB CA 1.79 GB Max_CA 2 GB |
| [2025-05-29 17:18:30,538] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 101.31 GB, percent = 5.0% |
| [2025-05-29 17:18:30,539] [INFO] [stage3.py:534:_setup_for_real_optimizer] optimizer state initialized |
| [2025-05-29 17:18:30,723] [INFO] [utils.py:781:see_memory_usage] After initializing ZeRO optimizer |
| [2025-05-29 17:18:30,724] [INFO] [utils.py:782:see_memory_usage] MA 1.99 GB Max_MA 2.23 GB CA 2.72 GB Max_CA 3 GB |
| [2025-05-29 17:18:30,724] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 101.31 GB, percent = 5.0% |
| [2025-05-29 17:18:30,724] [INFO] [logging.py:107:log_dist] [Rank 0] DeepSpeed Final Optimizer = DeepSpeedZeroOptimizer_Stage3 |
| [2025-05-29 17:18:30,724] [INFO] [logging.py:107:log_dist] [Rank 0] DeepSpeed using client LR scheduler |
| [2025-05-29 17:18:30,724] [INFO] [logging.py:107:log_dist] [Rank 0] DeepSpeed LR Scheduler = <torch.optim.lr_scheduler.LambdaLR object at 0x15512c1935d0> |
| [2025-05-29 17:18:30,724] [INFO] [logging.py:107:log_dist] [Rank 0] step=0, skipped=0, lr=[1e-05, 1e-05], mom=[(0.9, 0.95), (0.9, 0.95)] |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1003:print] DeepSpeedEngine configuration: |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] activation_checkpointing_config { |
| "partition_activations": false, |
| "contiguous_memory_optimization": false, |
| "cpu_checkpointing": false, |
| "number_checkpoints": null, |
| "synchronize_checkpoint_boundary": false, |
| "profile": false |
| } |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] aio_config ................... {'block_size': 1048576, 'queue_depth': 8, 'intra_op_parallelism': 1, 'single_submit': False, 'overlap_events': True, 'use_gds': False} |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] amp_enabled .................. False |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] amp_params ................... False |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] autotuning_config ............ { |
| "enabled": false, |
| "start_step": null, |
| "end_step": null, |
| "metric_path": null, |
| "arg_mappings": null, |
| "metric": "throughput", |
| "model_info": null, |
| "results_dir": "autotuning_results", |
| "exps_dir": "autotuning_exps", |
| "overwrite": true, |
| "fast": true, |
| "start_profile_step": 3, |
| "end_profile_step": 5, |
| "tuner_type": "gridsearch", |
| "tuner_early_stopping": 5, |
| "tuner_num_trials": 50, |
| "model_info_path": null, |
| "mp_size": 1, |
| "max_train_batch_size": null, |
| "min_train_batch_size": 1, |
| "max_train_micro_batch_size_per_gpu": 1.024000e+03, |
| "min_train_micro_batch_size_per_gpu": 1, |
| "num_tuning_micro_batch_sizes": 3 |
| } |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] bfloat16_enabled ............. True |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] bfloat16_immediate_grad_update True |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] checkpoint_parallel_write_pipeline False |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] checkpoint_tag_validation_enabled True |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] checkpoint_tag_validation_fail False |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] comms_config ................. <deepspeed.comm.config.DeepSpeedCommsConfig object at 0x15512c180e50> |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] communication_data_type ...... None |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] compile_config ............... deepcompile=False free_activation=False offload_activation=False offload_opt_states=False double_buffer=True symmetric_memory=False debug_log=False offload_parameters=False sync_before_reduce=False sync_after_reduce=False sync_before_allgather=False sync_after_allgather=False |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] compression_config ........... {'weight_quantization': {'shared_parameters': {'enabled': False, 'quantizer_kernel': False, 'schedule_offset': 0, 'quantize_groups': 1, 'quantize_verbose': False, 'quantization_type': 'symmetric', 'quantize_weight_in_forward': False, 'rounding': 'nearest', 'fp16_mixed_quantize': False, 'quantize_change_ratio': 0.001}, 'different_groups': {}}, 'activation_quantization': {'shared_parameters': {'enabled': False, 'quantization_type': 'symmetric', 'range_calibration': 'dynamic', 'schedule_offset': 1000}, 'different_groups': {}}, 'sparse_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'row_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'head_pruning': {'shared_parameters': {'enabled': False, 'method': 'topk', 'schedule_offset': 1000}, 'different_groups': {}}, 'channel_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'layer_reduction': {'enabled': False}} |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] curriculum_enabled_legacy .... False |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] curriculum_params_legacy ..... False |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] data_efficiency_config ....... {'enabled': False, 'seed': 1234, 'data_sampling': {'enabled': False, 'num_epochs': 1000, 'num_workers': 0, 'pin_memory': False, 'curriculum_learning': {'enabled': False}, 'dynamic_batching': {'enabled': False, 'lr_scaling_method': 'linear', 'min_batch_size': 1, 'max_batch_size': None, 'sequence_picking_order': 'dataloader', 'verbose': False}}, 'data_routing': {'enabled': False, 'random_ltd': {'enabled': False, 'layer_token_lr_schedule': {'enabled': False}}}} |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] data_efficiency_enabled ...... False |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] dataloader_drop_last ......... False |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] disable_allgather ............ False |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] dump_state ................... False |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] dynamic_loss_scale_args ...... None |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] eigenvalue_enabled ........... False |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] eigenvalue_gas_boundary_resolution 1 |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] eigenvalue_layer_name ........ bert.encoder.layer |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] eigenvalue_layer_num ......... 0 |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] eigenvalue_max_iter .......... 100 |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] eigenvalue_stability ......... 1e-06 |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] eigenvalue_tol ............... 0.01 |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] eigenvalue_verbose ........... False |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] elasticity_enabled ........... False |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] flops_profiler_config ........ { |
| "enabled": false, |
| "recompute_fwd_factor": 0.0, |
| "profile_step": 1, |
| "module_depth": -1, |
| "top_modules": 1, |
| "detailed": true, |
| "output_file": null |
| } |
| [2025-05-29 17:18:30,725] [INFO] [config.py:1007:print] fp16_auto_cast ............... None |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] fp16_enabled ................. False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] fp16_master_weights_and_gradients False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] global_rank .................. 0 |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] grad_accum_dtype ............. None |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] gradient_accumulation_steps .. 8 |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] gradient_clipping ............ 1.0 |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] gradient_predivide_factor .... 1.0 |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] graph_harvesting ............. False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] hybrid_engine ................ enabled=False max_out_tokens=512 inference_tp_size=1 release_inference_cache=False pin_parameters=True tp_gather_partition_size=8 |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] initial_dynamic_scale ........ 1 |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] load_universal_checkpoint .... False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] loss_scale ................... 1.0 |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] memory_breakdown ............. False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] mics_hierarchial_params_gather False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] mics_shard_size .............. -1 |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] monitor_config ............... tensorboard=TensorBoardConfig(enabled=False, output_path='', job_name='DeepSpeedJobName') comet=CometConfig(enabled=False, samples_log_interval=100, project=None, workspace=None, api_key=None, experiment_name=None, experiment_key=None, online=None, mode=None) wandb=WandbConfig(enabled=False, group=None, team=None, project='deepspeed') csv_monitor=CSVConfig(enabled=False, output_path='', job_name='DeepSpeedJobName') |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] nebula_config ................ { |
| "enabled": false, |
| "persistent_storage_path": null, |
| "persistent_time_interval": 100, |
| "num_of_version_in_retention": 2, |
| "enable_nebula_load": true, |
| "load_path": null |
| } |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] optimizer_legacy_fusion ...... False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] optimizer_name ............... None |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] optimizer_params ............. None |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] pipeline ..................... {'stages': 'auto', 'partition': 'best', 'seed_layers': False, 'activation_checkpoint_interval': 0, 'pipe_partitioned': True, 'grad_partitioned': True} |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] pld_enabled .................. False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] pld_params ................... False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] prescale_gradients ........... False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] scheduler_name ............... None |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] scheduler_params ............. None |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] seq_parallel_communication_data_type torch.float32 |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] sparse_attention ............. None |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] sparse_gradients_enabled ..... False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] steps_per_print .............. 10 |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] tensor_parallel_config ....... dtype=torch.float16 autotp_size=0 tp_overlap_comm=False tensor_parallel=TPConfig(tp_size=1, tp_grain_size=1, mpu=None, tp_group=None) injection_policy_tuple=None keep_module_on_host=False replace_with_kernel_inject=False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] timers_config ................ enabled=True synchronized=True |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] train_batch_size ............. 64 |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] train_micro_batch_size_per_gpu 1 |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] use_data_before_expert_parallel_ False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] use_node_local_storage ....... False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] wall_clock_breakdown ......... False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] weight_quantization_config ... None |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] world_size ................... 8 |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] zero_allow_untested_optimizer False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] zero_config .................. stage=3 contiguous_gradients=True reduce_scatter=True reduce_bucket_size=500000000 use_multi_rank_bucket_allreduce=True allgather_partitions=True allgather_bucket_size=500000000 overlap_comm=True load_from_fp32_weights=True elastic_checkpoint=False offload_param=DeepSpeedZeroOffloadParamConfig(device='none', nvme_path=None, buffer_count=5, buffer_size=100000000, max_in_cpu=1000000000, pin_memory=False) offload_optimizer=DeepSpeedZeroOffloadOptimizerConfig(device='none', nvme_path=None, buffer_count=4, pin_memory=False, pipeline_read=False, pipeline_write=False, fast_init=False, ratio=1.0) sub_group_size=1000000000 cpu_offload_param=None cpu_offload_use_pin_memory=None cpu_offload=None prefetch_bucket_size=30000000 param_persistence_threshold=10000 model_persistence_threshold=9223372036854775807 max_live_parameters=30000000 max_reuse_distance=1000000000 gather_16bit_weights_on_model_save=True module_granularity_threshold=0 use_all_reduce_for_fetch_params=False stage3_gather_fp16_weights_on_model_save=False ignore_unused_parameters=True legacy_stage1=False round_robin_gradients=False zero_hpz_partition_size=1 zero_quantized_weights=False zero_quantized_nontrainable_weights=False zero_quantized_gradients=False zeropp_loco_param=None mics_shard_size=-1 mics_hierarchical_params_gather=False memory_efficient_linear=False pipeline_loading_checkpoint=False override_module_apply=True log_trace_cache_warnings=False |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] zero_enabled ................. True |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] zero_force_ds_cpu_optimizer .. True |
| [2025-05-29 17:18:30,726] [INFO] [config.py:1007:print] zero_optimization_stage ...... 3 |
| [2025-05-29 17:18:30,726] [INFO] [config.py:993:print_user_config] json = { |
| "train_batch_size": 64, |
| "train_micro_batch_size_per_gpu": 1, |
| "gradient_accumulation_steps": 8, |
| "steps_per_print": 10, |
| "zero_optimization": { |
| "stage": 3, |
| "offload_param": { |
| "device": "none" |
| }, |
| "offload_optimizer": { |
| "device": "none" |
| }, |
| "param_persistence_threshold": 1.000000e+04, |
| "max_live_parameters": 3.000000e+07, |
| "prefetch_bucket_size": 3.000000e+07, |
| "memory_efficient_linear": false, |
| "gather_16bit_weights_on_model_save": true |
| }, |
| "gradient_clipping": 1.0, |
| "prescale_gradients": false, |
| "wall_clock_breakdown": false, |
| "hybrid_engine": { |
| "enabled": false, |
| "max_out_tokens": 512, |
| "inference_tp_size": 1, |
| "release_inference_cache": false, |
| "pin_parameters": true, |
| "tp_gather_partition_size": 8 |
| }, |
| "bf16": { |
| "enabled": true |
| } |
| } |
| ***** Running training ***** |
| [2025-05-29 17:19:06,806] [INFO] [logging.py:107:log_dist] [Rank 0] step=10, skipped=0, lr=[1e-05, 1e-05], mom=[(0.9, 0.95), (0.9, 0.95)] |
| [2025-05-29 17:19:06,806] [INFO] [timer.py:264:stop] epoch=0/micro_step=80/global_step=10, RunningAvgSamplesPerSec=24.677636629048468, CurrSamplesPerSec=25.155978906638442, MemAllocated=3.04GB, MaxMemAllocated=4.24GB |
| [2025-05-29 17:19:34,533] [INFO] [logging.py:107:log_dist] [Rank 0] step=20, skipped=0, lr=[1e-05, 1e-05], mom=[(0.9, 0.95), (0.9, 0.95)] |
| [2025-05-29 17:19:34,533] [INFO] [timer.py:264:stop] epoch=0/micro_step=160/global_step=20, RunningAvgSamplesPerSec=24.993288042930637, CurrSamplesPerSec=24.532760274129867, MemAllocated=3.04GB, MaxMemAllocated=4.24GB |
| [2025-05-29 17:20:02,326] [INFO] [logging.py:107:log_dist] [Rank 0] step=30, skipped=0, lr=[1e-05, 1e-05], mom=[(0.9, 0.95), (0.9, 0.95)] |
| [2025-05-29 17:20:02,326] [INFO] [timer.py:264:stop] epoch=0/micro_step=240/global_step=30, RunningAvgSamplesPerSec=25.067871933901596, CurrSamplesPerSec=25.321521618688724, MemAllocated=3.04GB, MaxMemAllocated=4.24GB |
| Saving model to "/aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-2000" ... |
| Saving 16-bit model... |
| [2025-05-29 17:20:07,058] [INFO] [logging.py:107:log_dist] [Rank 0] [Torch] Checkpoint global_step31 is about to be saved! |
| [2025-05-29 17:20:07,058] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step31 is ready now! |
| [2025-05-29 17:20:07,058] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step31 is ready now! |
| [2025-05-29 17:20:07,058] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step31 is ready now! |
| [2025-05-29 17:20:07,058] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step31 is ready now! |
| [2025-05-29 17:20:07,058] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step31 is ready now! |
| [2025-05-29 17:20:07,058] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step31 is ready now! |
| [2025-05-29 17:20:07,058] [INFO] [engine.py:3860:save_16bit_model] Saving model weights to /aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-2000/pytorch_model.bin, tag: global_step31 |
| [2025-05-29 17:20:07,058] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step31 is ready now! |
| [2025-05-29 17:20:07,058] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving /aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-2000/pytorch_model.bin... |
| [2025-05-29 17:20:09,010] [INFO] [launch.py:351:main] Process 1970101 exits successfully. |
| [2025-05-29 17:20:09,133] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved /aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-2000/pytorch_model.bin. |
| [2025-05-29 17:20:09,134] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step31 is ready now! |
| Model saved! |
| [2025-05-29 17:20:10,010] [INFO] [launch.py:351:main] Process 1970099 exits successfully. |
| [2025-05-29 17:20:10,011] [INFO] [launch.py:351:main] Process 1970096 exits successfully. |
| [2025-05-29 17:20:10,011] [INFO] [launch.py:351:main] Process 1970100 exits successfully. |
| [2025-05-29 17:20:10,011] [INFO] [launch.py:351:main] Process 1970097 exits successfully. |
| [2025-05-29 17:20:10,011] [INFO] [launch.py:351:main] Process 1970095 exits successfully. |
| [2025-05-29 17:20:11,011] [INFO] [launch.py:351:main] Process 1970098 exits successfully. |
| [1;34mwandb[0m: |
| [1;34mwandb[0m: 🚀 View run [33mimdb-tinyllama-1T-s3-Q1-2000[0m at: [34mhttps://wandb.ai/xtom/Inverse_Alignment_IMDb/runs/ojvu36cg[0m |
| [1;34mwandb[0m: Find logs at: [1;35m../../../../../../aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-2000/wandb/run-20250529_171831-ojvu36cg/logs[0m |
| [2025-05-29 17:20:13,011] [INFO] [launch.py:351:main] Process 1970094 exits successfully. |
| |
