| [2025-05-29 17:20:17,589] [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 17:20:22,381] [WARNING] [runner.py:215:fetch_hostfile] Unable to find hostfile, will proceed with training with local resources only. | |
| [2025-05-29 17:20:22,382] [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=59111 --module --enable_each_rank_log=None safe_rlhf.finetune --train_datasets inverse-json::/home/hansirui_1st/jiayi/resist/imdb_data/train/pos/5000/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-Q1-5000 --log_type wandb --log_run_name imdb-tinyllama-1T-s3-Q1-5000 --log_project Inverse_Alignment_IMDb --zero_stage 3 --offload none --bf16 True --tf32 True --save_16bit | |
| [2025-05-29 17:20:24,833] [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 17:20:29,460] [INFO] [launch.py:146:main] WORLD INFO DICT: {'localhost': [0, 1, 2, 3, 4, 5, 6, 7]} | |
| [2025-05-29 17:20:29,460] [INFO] [launch.py:152:main] nnodes=1, num_local_procs=8, node_rank=0 | |
| [2025-05-29 17:20:29,460] [INFO] [launch.py:163:main] global_rank_mapping=defaultdict(<class 'list'>, {'localhost': [0, 1, 2, 3, 4, 5, 6, 7]}) | |
| [2025-05-29 17:20:29,460] [INFO] [launch.py:164:main] dist_world_size=8 | |
| [2025-05-29 17:20:29,460] [INFO] [launch.py:168:main] Setting CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 | |
| [2025-05-29 17:20:29,461] [INFO] [launch.py:256:main] process 1979061 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/5000/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-Q1-5000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-5000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] | |
| [2025-05-29 17:20:29,461] [INFO] [launch.py:256:main] process 1979062 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/5000/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-Q1-5000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-5000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] | |
| [2025-05-29 17:20:29,462] [INFO] [launch.py:256:main] process 1979063 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/5000/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-Q1-5000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-5000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] | |
| [2025-05-29 17:20:29,462] [INFO] [launch.py:256:main] process 1979064 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/5000/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-Q1-5000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-5000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] | |
| [2025-05-29 17:20:29,463] [INFO] [launch.py:256:main] process 1979065 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/5000/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-Q1-5000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-5000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] | |
| [2025-05-29 17:20:29,463] [INFO] [launch.py:256:main] process 1979066 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/5000/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-Q1-5000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-5000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] | |
| [2025-05-29 17:20:29,464] [INFO] [launch.py:256:main] process 1979067 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/5000/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-Q1-5000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-5000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] | |
| [2025-05-29 17:20:29,464] [INFO] [launch.py:256:main] process 1979068 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/5000/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-Q1-5000', '--log_type', 'wandb', '--log_run_name', 'imdb-tinyllama-1T-s3-Q1-5000', '--log_project', 'Inverse_Alignment_IMDb', '--zero_stage', '3', '--offload', 'none', '--bf16', 'True', '--tf32', 'True', '--save_16bit'] | |
| [2025-05-29 17:20:36,041] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) | |
| [2025-05-29 17:20:36,170] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) | |
| [2025-05-29 17:20:36,218] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) | |
| [2025-05-29 17:20:36,219] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) | |
| [2025-05-29 17:20:36,226] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) | |
| [2025-05-29 17:20:36,229] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) | |
| [2025-05-29 17:20:36,249] [INFO] [real_accelerator.py:239:get_accelerator] Setting ds_accelerator to cuda (auto detect) | |
| [2025-05-29 17:20:36,249] [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. | |
| 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 17:20:43,503] [INFO] [comm.py:669:init_distributed] cdb=None | |
| [2025-05-29 17:20:43,555] [INFO] [comm.py:669:init_distributed] cdb=None | |
| [2025-05-29 17:20:43,555] [INFO] [comm.py:700:init_distributed] Initializing TorchBackend in DeepSpeed with backend nccl | |
| [2025-05-29 17:20:43,578] [INFO] [comm.py:669:init_distributed] cdb=None | |
| [2025-05-29 17:20:43,582] [INFO] [comm.py:669:init_distributed] cdb=None | |
| [2025-05-29 17:20:43,618] [INFO] [comm.py:669:init_distributed] cdb=None | |
| [2025-05-29 17:20:43,699] [INFO] [comm.py:669:init_distributed] cdb=None | |
| [2025-05-29 17:20:43,725] [INFO] [comm.py:669:init_distributed] cdb=None | |
| [2025-05-29 17:20:43,739] [INFO] [comm.py:669:init_distributed] cdb=None | |
| Set logger level to INFO. | |
| [2025-05-29 17:20:53,179] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| [2025-05-29 17:20:53,179] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| [2025-05-29 17:20:53,179] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| [2025-05-29 17:20:53,179] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| [2025-05-29 17:20:53,179] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| [2025-05-29 17:20:53,182] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| [2025-05-29 17:20:53,182] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| [2025-05-29 17:20:53,186] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| [2025-05-29 17:20:53,411] [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: 23.71316409111023 seconds | |
| [2025-05-29 17:21:19,176] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| Time to load fused_adam op: 23.7226140499115 seconds | |
| Time to load fused_adam op: 23.722903728485107 seconds | |
| Time to load fused_adam op: 23.723657608032227 seconds | |
| Time to load fused_adam op: 23.723071813583374 seconds | |
| Time to load fused_adam op: 23.72395634651184 seconds | |
| Time to load fused_adam op: 23.723249912261963 seconds | |
| [2025-05-29 17:21:19,187] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| [2025-05-29 17:21:19,187] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| Time to load fused_adam op: 23.724185705184937 seconds | |
| [2025-05-29 17:21:19,187] [INFO] [logging.py:107:log_dist] [Rank 0] DeepSpeed info: version=0.16.8, git-hash=unknown, git-branch=unknown | |
| [2025-05-29 17:21:19,187] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| [2025-05-29 17:21:19,187] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| [2025-05-29 17:21:19,187] [INFO] [comm.py:694:init_distributed] Distributed backend already initialized | |
| [2025-05-29 17:21:19,187] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| [2025-05-29 17:21:19,187] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| [2025-05-29 17:21:19,187] [INFO] [config.py:735:__init__] Config mesh_device None world_size = 8 | |
| [2025-05-29 17:21:19,193] [INFO] [logging.py:107:log_dist] [Rank 0] DeepSpeed Flops Profiler Enabled: False | |
| [2025-05-29 17:21:19,193] [INFO] [logging.py:107:log_dist] [Rank 0] Using client Optimizer as basic optimizer | |
| [2025-05-29 17:21:19,193] [INFO] [logging.py:107:log_dist] [Rank 0] Removing param_group that has no 'params' in the basic Optimizer | |
| [2025-05-29 17:21:19,195] [INFO] [logging.py:107:log_dist] [Rank 0] DeepSpeed Basic Optimizer = FusedAdam | |
| [2025-05-29 17:21:19,195] [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 17:21:19,196] [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 17:21:19,196] [INFO] [logging.py:107:log_dist] [Rank 0] Creating torch.bfloat16 ZeRO stage 3 optimizer | |
| [2025-05-29 17:21:19,585] [INFO] [utils.py:781:see_memory_usage] Stage 3 initialize beginning | |
| [2025-05-29 17:21:19,585] [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 17:21:19,585] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 99.81 GB, percent = 5.0% | |
| [2025-05-29 17:21:19,586] [INFO] [stage3.py:170:__init__] Reduce bucket size 500000000 | |
| [2025-05-29 17:21:19,586] [INFO] [stage3.py:171:__init__] Prefetch bucket size 30000000 | |
| [2025-05-29 17:21:19,733] [INFO] [utils.py:781:see_memory_usage] DeepSpeedZeRoOffload initialize [begin] | |
| [2025-05-29 17:21:19,734] [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 17:21:19,734] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 99.76 GB, percent = 4.9% | |
| Parameter Offload: Total persistent parameters: 92160 in 45 params | |
| [2025-05-29 17:21:19,907] [INFO] [utils.py:781:see_memory_usage] DeepSpeedZeRoOffload initialize [end] | |
| [2025-05-29 17:21:19,908] [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 17:21:19,908] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 99.73 GB, percent = 4.9% | |
| [2025-05-29 17:21:20,038] [INFO] [utils.py:781:see_memory_usage] Before creating fp16 partitions | |
| [2025-05-29 17:21:20,039] [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 17:21:20,039] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 99.74 GB, percent = 4.9% | |
| [2025-05-29 17:21:20,756] [INFO] [utils.py:781:see_memory_usage] After creating fp16 partitions: 2 | |
| [2025-05-29 17:21:20,757] [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 17:21:20,757] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 101.19 GB, percent = 5.0% | |
| [2025-05-29 17:21:20,905] [INFO] [utils.py:781:see_memory_usage] Before creating fp32 partitions | |
| [2025-05-29 17:21:20,905] [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 17:21:20,905] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 101.19 GB, percent = 5.0% | |
| [2025-05-29 17:21:21,033] [INFO] [utils.py:781:see_memory_usage] After creating fp32 partitions | |
| [2025-05-29 17:21:21,033] [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 17:21:21,033] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 101.19 GB, percent = 5.0% | |
| [2025-05-29 17:21:21,151] [INFO] [utils.py:781:see_memory_usage] Before initializing optimizer states | |
| [2025-05-29 17:21:21,151] [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 17:21:21,151] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 101.19 GB, percent = 5.0% | |
| [2025-05-29 17:21:21,268] [INFO] [utils.py:781:see_memory_usage] After initializing optimizer states | |
| [2025-05-29 17:21:21,269] [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 17:21:21,269] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 101.2 GB, percent = 5.0% | |
| [2025-05-29 17:21:21,269] [INFO] [stage3.py:534:_setup_for_real_optimizer] optimizer state initialized | |
| [2025-05-29 17:21:21,429] [INFO] [utils.py:781:see_memory_usage] After initializing ZeRO optimizer | |
| [2025-05-29 17:21:21,430] [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 17:21:21,430] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 101.2 GB, percent = 5.0% | |
| [2025-05-29 17:21:21,430] [INFO] [logging.py:107:log_dist] [Rank 0] DeepSpeed Final Optimizer = DeepSpeedZeroOptimizer_Stage3 | |
| [2025-05-29 17:21:21,430] [INFO] [logging.py:107:log_dist] [Rank 0] DeepSpeed using client LR scheduler | |
| [2025-05-29 17:21:21,430] [INFO] [logging.py:107:log_dist] [Rank 0] DeepSpeed LR Scheduler = <torch.optim.lr_scheduler.LambdaLR object at 0x1550878d4d90> | |
| [2025-05-29 17:21:21,430] [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 17:21:21,431] [INFO] [config.py:1003:print] DeepSpeedEngine configuration: | |
| [2025-05-29 17:21:21,431] [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 17:21:21,431] [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 17:21:21,431] [INFO] [config.py:1007:print] amp_enabled .................. False | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] amp_params ................... False | |
| [2025-05-29 17:21:21,431] [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 17:21:21,431] [INFO] [config.py:1007:print] bfloat16_enabled ............. True | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] bfloat16_immediate_grad_update True | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] checkpoint_parallel_write_pipeline False | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] checkpoint_tag_validation_enabled True | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] checkpoint_tag_validation_fail False | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] comms_config ................. <deepspeed.comm.config.DeepSpeedCommsConfig object at 0x1550878d64d0> | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] communication_data_type ...... None | |
| [2025-05-29 17:21:21,431] [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 17:21:21,431] [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 17:21:21,431] [INFO] [config.py:1007:print] curriculum_enabled_legacy .... False | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] curriculum_params_legacy ..... False | |
| [2025-05-29 17:21:21,431] [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 17:21:21,431] [INFO] [config.py:1007:print] data_efficiency_enabled ...... False | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] dataloader_drop_last ......... False | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] disable_allgather ............ False | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] dump_state ................... False | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] dynamic_loss_scale_args ...... None | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] eigenvalue_enabled ........... False | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] eigenvalue_gas_boundary_resolution 1 | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] eigenvalue_layer_name ........ bert.encoder.layer | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] eigenvalue_layer_num ......... 0 | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] eigenvalue_max_iter .......... 100 | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] eigenvalue_stability ......... 1e-06 | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] eigenvalue_tol ............... 0.01 | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] eigenvalue_verbose ........... False | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] elasticity_enabled ........... False | |
| [2025-05-29 17:21:21,431] [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 17:21:21,431] [INFO] [config.py:1007:print] fp16_auto_cast ............... None | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] fp16_enabled ................. False | |
| [2025-05-29 17:21:21,431] [INFO] [config.py:1007:print] fp16_master_weights_and_gradients False | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] global_rank .................. 0 | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] grad_accum_dtype ............. None | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] gradient_accumulation_steps .. 8 | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] gradient_clipping ............ 1.0 | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] gradient_predivide_factor .... 1.0 | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] graph_harvesting ............. False | |
| [2025-05-29 17:21:21,432] [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 17:21:21,432] [INFO] [config.py:1007:print] initial_dynamic_scale ........ 1 | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] load_universal_checkpoint .... False | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] loss_scale ................... 1.0 | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] memory_breakdown ............. False | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] mics_hierarchial_params_gather False | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] mics_shard_size .............. -1 | |
| [2025-05-29 17:21:21,432] [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 17:21:21,432] [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 17:21:21,432] [INFO] [config.py:1007:print] optimizer_legacy_fusion ...... False | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] optimizer_name ............... None | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] optimizer_params ............. None | |
| [2025-05-29 17:21:21,432] [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 17:21:21,432] [INFO] [config.py:1007:print] pld_enabled .................. False | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] pld_params ................... False | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] prescale_gradients ........... False | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] scheduler_name ............... None | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] scheduler_params ............. None | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] seq_parallel_communication_data_type torch.float32 | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] sparse_attention ............. None | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] sparse_gradients_enabled ..... False | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] steps_per_print .............. 10 | |
| [2025-05-29 17:21:21,432] [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 17:21:21,432] [INFO] [config.py:1007:print] timers_config ................ enabled=True synchronized=True | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] train_batch_size ............. 64 | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] train_micro_batch_size_per_gpu 1 | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] use_data_before_expert_parallel_ False | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] use_node_local_storage ....... False | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] wall_clock_breakdown ......... False | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] weight_quantization_config ... None | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] world_size ................... 8 | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] zero_allow_untested_optimizer False | |
| [2025-05-29 17:21:21,432] [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 17:21:21,432] [INFO] [config.py:1007:print] zero_enabled ................. True | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] zero_force_ds_cpu_optimizer .. True | |
| [2025-05-29 17:21:21,432] [INFO] [config.py:1007:print] zero_optimization_stage ...... 3 | |
| [2025-05-29 17:21:21,432] [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 17:21:59,067] [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 17:21:59,068] [INFO] [timer.py:264:stop] epoch=0/micro_step=80/global_step=10, RunningAvgSamplesPerSec=24.60230709877224, CurrSamplesPerSec=23.28559475434737, MemAllocated=3.04GB, MaxMemAllocated=4.24GB | |
| [2025-05-29 17:22:26,956] [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 17:22:26,957] [INFO] [timer.py:264:stop] epoch=0/micro_step=160/global_step=20, RunningAvgSamplesPerSec=25.03023249290426, CurrSamplesPerSec=25.094909250409046, MemAllocated=3.04GB, MaxMemAllocated=4.24GB | |
| [2025-05-29 17:22:55,158] [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 17:22:55,158] [INFO] [timer.py:264:stop] epoch=0/micro_step=240/global_step=30, RunningAvgSamplesPerSec=24.98463470412512, CurrSamplesPerSec=23.557113446725314, MemAllocated=3.04GB, MaxMemAllocated=4.24GB | |
| [2025-05-29 17:23:23,559] [INFO] [logging.py:107:log_dist] [Rank 0] step=40, skipped=0, lr=[1e-05, 1e-05], mom=[(0.9, 0.95), (0.9, 0.95)] | |
| [2025-05-29 17:23:23,559] [INFO] [timer.py:264:stop] epoch=0/micro_step=320/global_step=40, RunningAvgSamplesPerSec=24.972448978797434, CurrSamplesPerSec=21.908056565854515, MemAllocated=3.04GB, MaxMemAllocated=4.24GB | |
| [2025-05-29 17:23:51,372] [INFO] [logging.py:107:log_dist] [Rank 0] step=50, skipped=0, lr=[1e-05, 1e-05], mom=[(0.9, 0.95), (0.9, 0.95)] | |
| [2025-05-29 17:23:51,373] [INFO] [timer.py:264:stop] epoch=0/micro_step=400/global_step=50, RunningAvgSamplesPerSec=25.06296978181115, CurrSamplesPerSec=25.50202631158052, MemAllocated=3.04GB, MaxMemAllocated=4.24GB | |
| [2025-05-29 17:24:19,625] [INFO] [logging.py:107:log_dist] [Rank 0] step=60, skipped=0, lr=[1e-05, 1e-05], mom=[(0.9, 0.95), (0.9, 0.95)] | |
| [2025-05-29 17:24:19,625] [INFO] [timer.py:264:stop] epoch=0/micro_step=480/global_step=60, RunningAvgSamplesPerSec=25.064195695247562, CurrSamplesPerSec=25.78646754178448, MemAllocated=3.04GB, MaxMemAllocated=4.24GB | |
| [2025-05-29 17:24:48,684] [INFO] [logging.py:107:log_dist] [Rank 0] step=70, skipped=0, lr=[1e-05, 1e-05], mom=[(0.9, 0.95), (0.9, 0.95)] | |
| [2025-05-29 17:24:48,685] [INFO] [timer.py:264:stop] epoch=0/micro_step=560/global_step=70, RunningAvgSamplesPerSec=24.976014507950236, CurrSamplesPerSec=26.093678020864797, MemAllocated=3.04GB, MaxMemAllocated=4.24GB | |
| Saving model to "/aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-5000" ... | |
| Saving 16-bit model... | |
| [2025-05-29 17:25:13,381] [INFO] [logging.py:107:log_dist] [Rank 0] [Torch] Checkpoint global_step78 is about to be saved! | |
| [2025-05-29 17:25:13,381] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step78 is ready now! | |
| [2025-05-29 17:25:13,381] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step78 is ready now! | |
| [2025-05-29 17:25:13,381] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step78 is ready now! | |
| [2025-05-29 17:25:13,381] [INFO] [engine.py:3860:save_16bit_model] Saving model weights to /aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-5000/pytorch_model.bin, tag: global_step78 | |
| [2025-05-29 17:25:13,381] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step78 is ready now! | |
| [2025-05-29 17:25:13,381] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step78 is ready now! | |
| [2025-05-29 17:25:13,381] [INFO] [torch_checkpoint_engine.py:21:save] [Torch] Saving /aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-5000/pytorch_model.bin... | |
| [2025-05-29 17:25:13,381] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step78 is ready now! | |
| [2025-05-29 17:25:13,381] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step78 is ready now! | |
| [2025-05-29 17:25:15,413] [INFO] [torch_checkpoint_engine.py:23:save] [Torch] Saved /aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-5000/pytorch_model.bin. | |
| [2025-05-29 17:25:15,414] [INFO] [torch_checkpoint_engine.py:33:commit] [Torch] Checkpoint global_step78 is ready now! | |
| Model saved! | |
| [2025-05-29 17:25:15,494] [INFO] [launch.py:351:main] Process 1979067 exits successfully. | |
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| [1;34mwandb[0m: | |
| [1;34mwandb[0m: 🚀 View run [33mimdb-tinyllama-1T-s3-Q1-5000[0m at: [34mhttps://wandb.ai/xtom/Inverse_Alignment_IMDb/runs/zrmd7xcf[0m | |
| [1;34mwandb[0m: Find logs at: [1;35m../../../../../../aifs4su/hansirui_1st/jiayi/setting3-imdb/tinyllama-1T/tinyllama-1T-s3-Q1-5000/wandb/run-20250529_172122-zrmd7xcf/logs[0m | |
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