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added_tokens.json ADDED
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+ {
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+ "▁<EOT>": 32003,
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+ "▁<MID>": 32001,
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+ "▁<PRE>": 32000,
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+ "▁<SUF>": 32002
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+ }
logs.txt ADDED
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1
+ [2024-08-21 07:27:47,932] [INFO] [real_accelerator.py:203:get_accelerator] Setting ds_accelerator to cuda (auto detect)
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+ FLYWHEEL_USE_CUDA_DEVICES = 0,1,2,3,4,5,6,7
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+ CUDA_VISIBLE_DEVICES = 0,1,2,3,4,5,6,7
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+ FLYWHEEL_USE_CUDA_DEVICES = 0,1,2,3,4,5,6,7
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+ CUDA_VISIBLE_DEVICES = 0,1,2,3,4,5,6,7
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+ FLYWHEEL_USE_CUDA_DEVICES = 0,1,2,3,4,5,6,7
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+ CUDA_VISIBLE_DEVICES = 0,1,2,3,4,5,6,7
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+ FLYWHEEL_USE_CUDA_DEVICES = 0,1,2,3,4,5,6,7
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+ CUDA_VISIBLE_DEVICES = 0,1,2,3,4,5,6,7
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+ FLYWHEEL_USE_CUDA_DEVICES = 0,1,2,3,4,5,6,7
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+ CUDA_VISIBLE_DEVICES = 0,1,2,3,4,5,6,7
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+ FLYWHEEL_USE_CUDA_DEVICES = 0,1,2,3,4,5,6,7
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+ CUDA_VISIBLE_DEVICES = 0,1,2,3,4,5,6,7
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+ FLYWHEEL_USE_CUDA_DEVICES = 0,1,2,3,4,5,6,7
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+ CUDA_VISIBLE_DEVICES = 0,1,2,3,4,5,6,7
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+ FLYWHEEL_USE_CUDA_DEVICES = 0,1,2,3,4,5,6,7
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+ CUDA_VISIBLE_DEVICES = 0,1,2,3,4,5,6,7
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+ local_rank = 0, device_ranks = ['0', '1', '2', '3', '4', '5', '6', '7'], set device_rank = 0
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+ Rank = 0
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+ [2024-08-21 07:27:58,686] [INFO] [real_accelerator.py:203:get_accelerator] Setting ds_accelerator to cuda (auto detect)
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+ local_rank = 2, device_ranks = ['0', '1', '2', '3', '4', '5', '6', '7'], set device_rank = 2
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+ Rank = 2
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+ [2024-08-21 07:27:59,018] [INFO] [real_accelerator.py:203:get_accelerator] Setting ds_accelerator to cuda (auto detect)
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+ local_rank = 3, device_ranks = ['0', '1', '2', '3', '4', '5', '6', '7'], set device_rank = 3
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+ local_rank = 4, device_ranks = ['0', '1', '2', '3', '4', '5', '6', '7'], set device_rank = 4
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+ Rank = 3
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+ Rank = 4
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+ [2024-08-21 07:27:59,138] [INFO] [real_accelerator.py:203:get_accelerator] Setting ds_accelerator to cuda (auto detect)
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+ [2024-08-21 07:27:59,145] [INFO] [real_accelerator.py:203:get_accelerator] Setting ds_accelerator to cuda (auto detect)
30
+  [WARNING]  async_io requires the dev libaio .so object and headers but these were not found.
31
+  [WARNING]  async_io: please install the libaio-dev package with apt
32
+  [WARNING]  If libaio is already installed (perhaps from source), try setting the CFLAGS and LDFLAGS environment variables to where it can be found.
33
+ local_rank = 7, device_ranks = ['0', '1', '2', '3', '4', '5', '6', '7'], set device_rank = 7
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+ Rank = 7
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+  [WARNING]  async_io requires the dev libaio .so object and headers but these were not found.
36
+ [2024-08-21 07:27:59,520] [INFO] [real_accelerator.py:203:get_accelerator] Setting ds_accelerator to cuda (auto detect)
37
+  [WARNING]  async_io: please install the libaio-dev package with apt
38
+  [WARNING]  If libaio is already installed (perhaps from source), try setting the CFLAGS and LDFLAGS environment variables to where it can be found.
39
+ local_rank = 5, device_ranks = ['0', '1', '2', '3', '4', '5', '6', '7'], set device_rank = 5
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+ local_rank = 1, device_ranks = ['0', '1', '2', '3', '4', '5', '6', '7'], set device_rank = 1
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+ Rank = 5
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+ local_rank = 6, device_ranks = ['0', '1', '2', '3', '4', '5', '6', '7'], set device_rank = 6
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+ Rank = 1
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+ Rank = 6
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+ [2024-08-21 07:27:59,621] [INFO] [real_accelerator.py:203:get_accelerator] Setting ds_accelerator to cuda (auto detect)
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+ [2024-08-21 07:27:59,622] [INFO] [real_accelerator.py:203:get_accelerator] Setting ds_accelerator to cuda (auto detect)
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+ [2024-08-21 07:27:59,628] [INFO] [real_accelerator.py:203:get_accelerator] Setting ds_accelerator to cuda (auto detect)
48
+  [WARNING]  async_io requires the dev libaio .so object and headers but these were not found.
49
+  [WARNING]  async_io requires the dev libaio .so object and headers but these were not found.
50
+  [WARNING]  async_io: please install the libaio-dev package with apt
51
+  [WARNING]  If libaio is already installed (perhaps from source), try setting the CFLAGS and LDFLAGS environment variables to where it can be found.
52
+  [WARNING]  async_io: please install the libaio-dev package with apt
53
+  [WARNING]  If libaio is already installed (perhaps from source), try setting the CFLAGS and LDFLAGS environment variables to where it can be found.
54
+ Installed CUDA version 12.5 does not match the version torch was compiled with 12.4 but since the APIs are compatible, accepting this combination
55
+ ninja: no work to do.
56
+ Time to load cpu_adam op: 0.3553776741027832 seconds
57
+  [WARNING]  async_io requires the dev libaio .so object and headers but these were not found.
58
+  [WARNING]  async_io: please install the libaio-dev package with apt
59
+  [WARNING]  If libaio is already installed (perhaps from source), try setting the CFLAGS and LDFLAGS environment variables to where it can be found.
60
+  [WARNING]  async_io requires the dev libaio .so object and headers but these were not found.
61
+  [WARNING]  async_io: please install the libaio-dev package with apt
62
+  [WARNING]  If libaio is already installed (perhaps from source), try setting the CFLAGS and LDFLAGS environment variables to where it can be found.
63
+ Installed CUDA version 12.5 does not match the version torch was compiled with 12.4 but since the APIs are compatible, accepting this combination
64
+ ninja: no work to do.
65
+ Time to load cpu_adam op: 0.3335256576538086 seconds
66
+ Installed CUDA version 12.5 does not match the version torch was compiled with 12.4 but since the APIs are compatible, accepting this combination
67
+ Installed CUDA version 12.5 does not match the version torch was compiled with 12.4 but since the APIs are compatible, accepting this combination
68
+ ninja: no work to do.
69
+ Time to load cpu_adam op: 0.3166959285736084 seconds
70
+ Time to load cpu_adam op: 0.40006446838378906 seconds
71
+ Installed CUDA version 12.5 does not match the version torch was compiled with 12.4 but since the APIs are compatible, accepting this combination
72
+ [2024-08-21 07:28:00,883] [INFO] [comm.py:637:init_distributed] cdb=None
73
+ ninja: no work to do.
74
+ Time to load cpu_adam op: 0.33882761001586914 seconds
75
+ Installed CUDA version 12.5 does not match the version torch was compiled with 12.4 but since the APIs are compatible, accepting this combination
76
+ ninja: no work to do.
77
+ Time to load cpu_adam op: 0.31476616859436035 seconds
78
+  [WARNING]  async_io requires the dev libaio .so object and headers but these were not found.
79
+  [WARNING]  async_io requires the dev libaio .so object and headers but these were not found.
80
+  [WARNING]  async_io: please install the libaio-dev package with apt
81
+  [WARNING]  If libaio is already installed (perhaps from source), try setting the CFLAGS and LDFLAGS environment variables to where it can be found.
82
+  [WARNING]  async_io: please install the libaio-dev package with apt
83
+  [WARNING]  If libaio is already installed (perhaps from source), try setting the CFLAGS and LDFLAGS environment variables to where it can be found.
84
+ [2024-08-21 07:28:01,400] [INFO] [comm.py:637:init_distributed] cdb=None
85
+ [2024-08-21 07:28:01,401] [INFO] [comm.py:637:init_distributed] cdb=None
86
+ [2024-08-21 07:28:01,401] [INFO] [comm.py:637:init_distributed] cdb=None
87
+ [2024-08-21 07:28:01,404] [INFO] [comm.py:637:init_distributed] cdb=None
88
+ [2024-08-21 07:28:01,412] [INFO] [comm.py:637:init_distributed] cdb=None
89
+ Installed CUDA version 12.5 does not match the version torch was compiled with 12.4 but since the APIs are compatible, accepting this combination
90
+ Installed CUDA version 12.5 does not match the version torch was compiled with 12.4 but since the APIs are compatible, accepting this combination
91
+ ninja: no work to do.
92
+ Time to load cpu_adam op: 0.31751537322998047 seconds
93
+ Time to load cpu_adam op: 0.3872830867767334 seconds
94
+ [2024-08-21 07:28:02,539] [INFO] [comm.py:637:init_distributed] cdb=None
95
+ [2024-08-21 07:28:02,560] [INFO] [comm.py:637:init_distributed] cdb=None
96
+ [2024-08-21 07:28:15,098] [INFO] [partition_parameters.py:345:__exit__] finished initializing model - num_params = 363, num_elems = 13.02B
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+ Is prompt masked: True
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+ Is prompt masked: True
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+ Is prompt masked: True
100
+ Is prompt masked: True
101
+ Is prompt masked: True
102
+ Is prompt masked: True
103
+ Is prompt masked: True
104
+ Is prompt masked: True
105
+ Adam Optimizer #0 is created with AVX512 arithmetic capability.
106
+ Config: alpha=0.000020, betas=(0.900000, 0.999000), weight_decay=0.010000, adam_w=1
107
+ [2024-08-21 07:28:23,076] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed info: version=0.14.5, git-hash=unknown, git-branch=unknown
108
+ [2024-08-21 07:28:23,088] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed Flops Profiler Enabled: False
109
+ [2024-08-21 07:28:23,089] [INFO] [logging.py:96:log_dist] [Rank 0] Using client Optimizer as basic optimizer
110
+ [2024-08-21 07:28:23,089] [INFO] [logging.py:96:log_dist] [Rank 0] Removing param_group that has no 'params' in the basic Optimizer
111
+ Adam Optimizer #0 is created with AVX512 arithmetic capability.
112
+ Config: alpha=0.000020, betas=(0.900000, 0.999000), weight_decay=0.010000, adam_w=1
113
+ Adam Optimizer #0 is created with AVX512 arithmetic capability.
114
+ Config: alpha=0.000020, betas=(0.900000, 0.999000), weight_decay=0.010000, adam_w=1
115
+ Adam Optimizer #0 is created with AVX512 arithmetic capability.
116
+ Config: alpha=0.000020, betas=(0.900000, 0.999000), weight_decay=0.010000, adam_w=1
117
+ Adam Optimizer #0 is created with AVX512 arithmetic capability.
118
+ Config: alpha=0.000020, betas=(0.900000, 0.999000), weight_decay=0.010000, adam_w=1
119
+ [2024-08-21 07:28:23,101] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed Basic Optimizer = DeepSpeedCPUAdam
120
+ [2024-08-21 07:28:23,101] [INFO] [utils.py:59:is_zero_supported_optimizer] Checking ZeRO support for optimizer=DeepSpeedCPUAdam type=<class 'deepspeed.ops.adam.cpu_adam.DeepSpeedCPUAdam'>
121
+ [2024-08-21 07:28:23,101] [INFO] [logging.py:96:log_dist] [Rank 0] Creating fp16 ZeRO stage 3 optimizer, MiCS is enabled False, Hierarchical params gather False
122
+ [2024-08-21 07:28:23,101] [INFO] [logging.py:96:log_dist] [Rank 0] Creating torch.bfloat16 ZeRO stage 3 optimizer
123
+ Adam Optimizer #0 is created with AVX512 arithmetic capability.
124
+ Config: alpha=0.000020, betas=(0.900000, 0.999000), weight_decay=0.010000, adam_w=1
125
+ Adam Optimizer #0 is created with AVX512 arithmetic capability.
126
+ Config: alpha=0.000020, betas=(0.900000, 0.999000), weight_decay=0.010000, adam_w=1
127
+ Adam Optimizer #0 is created with AVX512 arithmetic capability.
128
+ Config: alpha=0.000020, betas=(0.900000, 0.999000), weight_decay=0.010000, adam_w=1
129
+ [2024-08-21 07:28:23,343] [INFO] [utils.py:781:see_memory_usage] Stage 3 initialize beginning
130
+ [2024-08-21 07:28:23,343] [INFO] [utils.py:782:see_memory_usage] MA 0.0 GB Max_MA 0.61 GB CA 0.62 GB Max_CA 1 GB
131
+ [2024-08-21 07:28:23,343] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 67.32 GB, percent = 3.6%
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+ [2024-08-21 07:28:23,345] [INFO] [stage3.py:130:__init__] Reduce bucket size 26214400
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+ [2024-08-21 07:28:23,345] [INFO] [stage3.py:131:__init__] Prefetch bucket size 23592960
134
+ [2024-08-21 07:28:23,478] [INFO] [utils.py:781:see_memory_usage] DeepSpeedZeRoOffload initialize [begin]
135
+ [2024-08-21 07:28:23,479] [INFO] [utils.py:782:see_memory_usage] MA 0.0 GB Max_MA 0.0 GB CA 0.62 GB Max_CA 1 GB
136
+ [2024-08-21 07:28:23,479] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 67.32 GB, percent = 3.6%
137
+ Parameter Offload: Total persistent parameters: 414720 in 81 params
138
+ [2024-08-21 07:28:23,625] [INFO] [utils.py:781:see_memory_usage] DeepSpeedZeRoOffload initialize [end]
139
+ [2024-08-21 07:28:23,625] [INFO] [utils.py:782:see_memory_usage] MA 0.0 GB Max_MA 0.0 GB CA 0.62 GB Max_CA 1 GB
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+ [2024-08-21 07:28:23,625] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 67.32 GB, percent = 3.6%
141
+ [2024-08-21 07:28:23,756] [INFO] [utils.py:781:see_memory_usage] Before creating fp16 partitions
142
+ [2024-08-21 07:28:23,756] [INFO] [utils.py:782:see_memory_usage] MA 0.0 GB Max_MA 0.0 GB CA 0.62 GB Max_CA 1 GB
143
+ [2024-08-21 07:28:23,756] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 67.32 GB, percent = 3.6%
144
+ [2024-08-21 07:28:27,152] [INFO] [utils.py:781:see_memory_usage] After creating fp16 partitions: 2
145
+ [2024-08-21 07:28:27,153] [INFO] [utils.py:782:see_memory_usage] MA 0.0 GB Max_MA 0.0 GB CA 0.62 GB Max_CA 1 GB
146
+ [2024-08-21 07:28:27,153] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 113.12 GB, percent = 6.0%
147
+ [2024-08-21 07:28:27,392] [INFO] [utils.py:781:see_memory_usage] Before creating fp32 partitions
148
+ [2024-08-21 07:28:27,392] [INFO] [utils.py:782:see_memory_usage] MA 0.0 GB Max_MA 0.0 GB CA 0.62 GB Max_CA 1 GB
149
+ [2024-08-21 07:28:27,393] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 119.21 GB, percent = 6.4%
150
+ [2024-08-21 07:28:30,277] [INFO] [utils.py:781:see_memory_usage] After creating fp32 partitions
151
+ [2024-08-21 07:28:30,278] [INFO] [utils.py:782:see_memory_usage] MA 0.0 GB Max_MA 0.0 GB CA 0.62 GB Max_CA 1 GB
152
+ [2024-08-21 07:28:30,278] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 148.59 GB, percent = 7.9%
153
+ [2024-08-21 07:28:30,440] [INFO] [utils.py:781:see_memory_usage] Before initializing optimizer states
154
+ [2024-08-21 07:28:30,441] [INFO] [utils.py:782:see_memory_usage] MA 0.0 GB Max_MA 0.0 GB CA 0.62 GB Max_CA 1 GB
155
+ [2024-08-21 07:28:30,441] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 154.17 GB, percent = 8.2%
156
+ [2024-08-21 07:28:37,166] [INFO] [utils.py:781:see_memory_usage] After initializing optimizer states
157
+ [2024-08-21 07:28:37,166] [INFO] [utils.py:782:see_memory_usage] MA 0.0 GB Max_MA 0.0 GB CA 0.62 GB Max_CA 1 GB
158
+ [2024-08-21 07:28:37,166] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 213.84 GB, percent = 11.4%
159
+ [2024-08-21 07:28:37,167] [INFO] [stage3.py:485:_setup_for_real_optimizer] optimizer state initialized
160
+ [2024-08-21 07:28:40,475] [INFO] [utils.py:781:see_memory_usage] After initializing ZeRO optimizer
161
+ [2024-08-21 07:28:40,476] [INFO] [utils.py:782:see_memory_usage] MA 0.05 GB Max_MA 0.66 GB CA 0.92 GB Max_CA 1 GB
162
+ [2024-08-21 07:28:40,476] [INFO] [utils.py:789:see_memory_usage] CPU Virtual Memory: used = 246.61 GB, percent = 13.2%
163
+ [2024-08-21 07:28:40,476] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed Final Optimizer = DeepSpeedZeroOptimizer_Stage3
164
+ [2024-08-21 07:28:40,476] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed using configured LR scheduler = None
165
+ [2024-08-21 07:28:40,476] [INFO] [logging.py:96:log_dist] [Rank 0] DeepSpeed LR Scheduler = None
166
+ [2024-08-21 07:28:40,476] [INFO] [logging.py:96:log_dist] [Rank 0] step=0, skipped=0, lr=[0.0], mom=[(0.9, 0.999)]
167
+ [2024-08-21 07:28:40,477] [INFO] [config.py:997:print] DeepSpeedEngine configuration:
168
+ [2024-08-21 07:28:40,477] [INFO] [config.py:1001:print] activation_checkpointing_config {
169
+ "partition_activations": false,
170
+ "contiguous_memory_optimization": false,
171
+ "cpu_checkpointing": false,
172
+ "number_checkpoints": null,
173
+ "synchronize_checkpoint_boundary": false,
174
+ "profile": false
175
+ }
176
+ [2024-08-21 07:28:40,477] [INFO] [config.py:1001:print] aio_config ................... {'block_size': 1048576, 'queue_depth': 8, 'thread_count': 1, 'single_submit': False, 'overlap_events': True}
177
+ [2024-08-21 07:28:40,477] [INFO] [config.py:1001:print] amp_enabled .................. False
178
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] amp_params ................... False
179
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] autotuning_config ............ {
180
+ "enabled": false,
181
+ "start_step": null,
182
+ "end_step": null,
183
+ "metric_path": null,
184
+ "arg_mappings": null,
185
+ "metric": "throughput",
186
+ "model_info": null,
187
+ "results_dir": "autotuning_results",
188
+ "exps_dir": "autotuning_exps",
189
+ "overwrite": true,
190
+ "fast": true,
191
+ "start_profile_step": 3,
192
+ "end_profile_step": 5,
193
+ "tuner_type": "gridsearch",
194
+ "tuner_early_stopping": 5,
195
+ "tuner_num_trials": 50,
196
+ "model_info_path": null,
197
+ "mp_size": 1,
198
+ "max_train_batch_size": null,
199
+ "min_train_batch_size": 1,
200
+ "max_train_micro_batch_size_per_gpu": 1.024000e+03,
201
+ "min_train_micro_batch_size_per_gpu": 1,
202
+ "num_tuning_micro_batch_sizes": 3
203
+ }
204
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] bfloat16_enabled ............. True
205
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] bfloat16_immediate_grad_update False
206
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] checkpoint_parallel_write_pipeline False
207
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] checkpoint_tag_validation_enabled True
208
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] checkpoint_tag_validation_fail False
209
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] comms_config ................. <deepspeed.comm.config.DeepSpeedCommsConfig object at 0x7fee81ab5c40>
210
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] communication_data_type ...... None
211
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001: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}}
212
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] curriculum_enabled_legacy .... False
213
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] curriculum_params_legacy ..... False
214
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] data_efficiency_config ....... {'enabled': False, 'seed': 1234, 'data_sampling': {'enabled': False, 'num_epochs': 1000, 'num_workers': 0, 'curriculum_learning': {'enabled': False}}, 'data_routing': {'enabled': False, 'random_ltd': {'enabled': False, 'layer_token_lr_schedule': {'enabled': False}}}}
215
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] data_efficiency_enabled ...... False
216
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] dataloader_drop_last ......... False
217
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] disable_allgather ............ False
218
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] dump_state ................... False
219
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] dynamic_loss_scale_args ...... None
220
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] eigenvalue_enabled ........... False
221
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] eigenvalue_gas_boundary_resolution 1
222
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] eigenvalue_layer_name ........ bert.encoder.layer
223
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] eigenvalue_layer_num ......... 0
224
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] eigenvalue_max_iter .......... 100
225
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] eigenvalue_stability ......... 1e-06
226
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] eigenvalue_tol ............... 0.01
227
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] eigenvalue_verbose ........... False
228
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] elasticity_enabled ........... False
229
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] flops_profiler_config ........ {
230
+ "enabled": false,
231
+ "recompute_fwd_factor": 0.0,
232
+ "profile_step": 1,
233
+ "module_depth": -1,
234
+ "top_modules": 1,
235
+ "detailed": true,
236
+ "output_file": null
237
+ }
238
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] fp16_auto_cast ............... None
239
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] fp16_enabled ................. False
240
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] fp16_master_weights_and_gradients False
241
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] global_rank .................. 0
242
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] grad_accum_dtype ............. None
243
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] gradient_accumulation_steps .. 1
244
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] gradient_clipping ............ 1.0
245
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] gradient_predivide_factor .... 1.0
246
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] graph_harvesting ............. False
247
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001: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
248
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] initial_dynamic_scale ........ 1
249
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] load_universal_checkpoint .... False
250
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] loss_scale ................... 1.0
251
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] memory_breakdown ............. False
252
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] mics_hierarchial_params_gather False
253
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] mics_shard_size .............. -1
254
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001: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') enabled=False
255
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] nebula_config ................ {
256
+ "enabled": false,
257
+ "persistent_storage_path": null,
258
+ "persistent_time_interval": 100,
259
+ "num_of_version_in_retention": 2,
260
+ "enable_nebula_load": true,
261
+ "load_path": null
262
+ }
263
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] optimizer_legacy_fusion ...... False
264
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] optimizer_name ............... None
265
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] optimizer_params ............. None
266
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] pipeline ..................... {'stages': 'auto', 'partition': 'best', 'seed_layers': False, 'activation_checkpoint_interval': 0, 'pipe_partitioned': True, 'grad_partitioned': True}
267
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] pld_enabled .................. False
268
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] pld_params ................... False
269
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] prescale_gradients ........... False
270
+ [2024-08-21 07:28:40,478] [INFO] [config.py:1001:print] scheduler_name ............... None
271
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] scheduler_params ............. None
272
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] seq_parallel_communication_data_type torch.float32
273
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] sparse_attention ............. None
274
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] sparse_gradients_enabled ..... False
275
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] steps_per_print .............. inf
276
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] timers_config ................ enabled=True synchronized=True
277
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] train_batch_size ............. 128
278
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] train_micro_batch_size_per_gpu 16
279
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] use_data_before_expert_parallel_ False
280
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] use_node_local_storage ....... False
281
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] wall_clock_breakdown ......... False
282
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] weight_quantization_config ... None
283
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] world_size ................... 8
284
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] zero_allow_untested_optimizer True
285
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] zero_config .................. stage=3 contiguous_gradients=True reduce_scatter=True reduce_bucket_size=26214400 use_multi_rank_bucket_allreduce=True allgather_partitions=True allgather_bucket_size=500,000,000 overlap_comm=True load_from_fp32_weights=True elastic_checkpoint=False offload_param=DeepSpeedZeroOffloadParamConfig(device='cpu', nvme_path=None, buffer_count=5, buffer_size=100,000,000, max_in_cpu=1,000,000,000, pin_memory=True) offload_optimizer=DeepSpeedZeroOffloadOptimizerConfig(device='cpu', nvme_path=None, buffer_count=4, pin_memory=True, pipeline=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=23592960 param_persistence_threshold=51200 model_persistence_threshold=sys.maxsize max_live_parameters=6000000000 max_reuse_distance=6000000000 gather_16bit_weights_on_model_save=False 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 mics_shard_size=-1 mics_hierarchical_params_gather=False memory_efficient_linear=True pipeline_loading_checkpoint=False override_module_apply=True
286
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] zero_enabled ................. True
287
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] zero_force_ds_cpu_optimizer .. True
288
+ [2024-08-21 07:28:40,479] [INFO] [config.py:1001:print] zero_optimization_stage ...... 3
289
+ [2024-08-21 07:28:40,479] [INFO] [config.py:987:print_user_config] json = {
290
+ "bf16": {
291
+ "enabled": true
292
+ },
293
+ "zero_optimization": {
294
+ "stage": 3,
295
+ "offload_optimizer": {
296
+ "device": "cpu",
297
+ "pin_memory": true
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+ },
299
+ "offload_param": {
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+ "device": "cpu",
301
+ "pin_memory": true
302
+ },
303
+ "overlap_comm": true,
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+ "contiguous_gradients": true,
305
+ "sub_group_size": 1.000000e+09,
306
+ "reduce_bucket_size": 2.621440e+07,
307
+ "stage3_prefetch_bucket_size": 2.359296e+07,
308
+ "stage3_param_persistence_threshold": 5.120000e+04,
309
+ "stage3_max_live_parameters": 6.000000e+09,
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+ "stage3_max_reuse_distance": 6.000000e+09,
311
+ "stage3_gather_16bit_weights_on_model_save": false
312
+ },
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+ "gradient_accumulation_steps": 1,
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+ "gradient_clipping": 1.0,
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+ "steps_per_print": inf,
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+ "train_batch_size": 128,
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+ "train_micro_batch_size_per_gpu": 16,
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+ "wall_clock_breakdown": false,
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+ "fp16": {
320
+ "enabled": false
321
+ },
322
+ "zero_allow_untested_optimizer": true
323
+ }
324
+  [WARNING]  async_io requires the dev libaio .so object and headers but these were not found.
325
+  [WARNING]  async_io: please install the libaio-dev package with apt
326
+  [WARNING]  If libaio is already installed (perhaps from source), try setting the CFLAGS and LDFLAGS environment variables to where it can be found.
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+ "▁<EOT>"
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+ "content": "▁<EOT>",
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+ "▁<EOT>"
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+ "eot_token": "▁<EOT>",
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