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  1. text_generation/distilbert/distilgpt2/benchmark_report.json +91 -91
  2. text_generation/distilbert/distilgpt2/cli.log +188 -188
  3. text_generation/distilbert/distilgpt2/generate_codecarbon.json +11 -11
  4. text_generation/distilbert/distilgpt2/prefill_codecarbon.json +11 -11
  5. text_generation/distilbert/distilgpt2/preprocess_codecarbon.json +11 -11
  6. text_generation/openai-community/gpt2/.hydra/config.yaml +96 -0
  7. text_generation/openai-community/gpt2/.hydra/hydra.yaml +175 -0
  8. text_generation/openai-community/gpt2/.hydra/overrides.yaml +2 -0
  9. text_generation/openai-community/gpt2/benchmark_report.json +203 -0
  10. text_generation/openai-community/gpt2/cli.log +188 -0
  11. text_generation/openai-community/gpt2/experiment_config.json +110 -0
  12. text_generation/openai-community/gpt2/generate_codecarbon.json +33 -0
  13. text_generation/openai-community/gpt2/prefill_codecarbon.json +33 -0
  14. text_generation/openai-community/gpt2/preprocess_codecarbon.json +33 -0
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text_generation/distilbert/distilgpt2/cli.log CHANGED
@@ -1,188 +1,188 @@
1
- [2024-10-03 14:14:49,573][launcher][INFO] - ََAllocating process launcher
2
- [2024-10-03 14:14:49,573][process][INFO] - + Setting multiprocessing start method to spawn.
3
- [2024-10-03 14:14:49,590][process][INFO] - + Launched benchmark in isolated process 74.
4
- [PROC-0][2024-10-03 14:14:52,233][datasets][INFO] - PyTorch version 2.4.0 available.
5
- [PROC-0][2024-10-03 14:14:53,708][backend][INFO] - َAllocating pytorch backend
6
- [PROC-0][2024-10-03 14:14:53,708][backend][INFO] - + Setting random seed to 42
7
- [PROC-0][2024-10-03 14:14:54,292][pytorch][INFO] - + Using AutoModel class AutoModelForCausalLM
8
- [PROC-0][2024-10-03 14:14:54,293][pytorch][INFO] - + Creating backend temporary directory
9
- [PROC-0][2024-10-03 14:14:54,293][pytorch][INFO] - + Loading model with random weights
10
- [PROC-0][2024-10-03 14:14:54,293][pytorch][INFO] - + Creating no weights model
11
- [PROC-0][2024-10-03 14:14:54,293][pytorch][INFO] - + Creating no weights model directory
12
- [PROC-0][2024-10-03 14:14:54,293][pytorch][INFO] - + Creating no weights model state dict
13
- [PROC-0][2024-10-03 14:14:54,322][pytorch][INFO] - + Saving no weights model safetensors
14
- [PROC-0][2024-10-03 14:14:54,322][pytorch][INFO] - + Saving no weights model pretrained config
15
- [PROC-0][2024-10-03 14:14:54,323][pytorch][INFO] - + Loading no weights AutoModel
16
- [PROC-0][2024-10-03 14:14:54,323][pytorch][INFO] - + Loading model directly on device: cuda
17
- [PROC-0][2024-10-03 14:14:54,527][pytorch][INFO] - + Turning on model's eval mode
18
- [PROC-0][2024-10-03 14:14:54,534][benchmark][INFO] - Allocating energy_star benchmark
19
- [PROC-0][2024-10-03 14:14:54,534][energy_star][INFO] - + Loading raw dataset
20
- [PROC-0][2024-10-03 14:14:55,278][energy_star][INFO] - + Updating Text Generation kwargs with default values
21
- [PROC-0][2024-10-03 14:14:55,278][energy_star][INFO] - + Initializing Text Generation report
22
- [PROC-0][2024-10-03 14:14:55,278][energy][INFO] - + Tracking GPU energy on devices [0]
23
- [PROC-0][2024-10-03 14:14:59,467][energy_star][INFO] - + Preprocessing dataset
24
- [PROC-0][2024-10-03 14:15:00,352][energy][INFO] - + Saving codecarbon emission data to preprocess_codecarbon.json
25
- [PROC-0][2024-10-03 14:15:00,352][energy_star][INFO] - + Preparing backend for Inference
26
- [PROC-0][2024-10-03 14:15:00,353][energy_star][INFO] - + Initialising dataloader
27
- [PROC-0][2024-10-03 14:15:00,353][energy_star][INFO] - + Warming up backend for Inference
28
- [PROC-0][2024-10-03 14:15:01,406][energy_star][INFO] - + Additional warmup for Text Generation
29
- [PROC-0][2024-10-03 14:15:01,445][energy_star][INFO] - + Running Text Generation energy tracking for 10 iterations
30
- [PROC-0][2024-10-03 14:15:01,446][energy_star][INFO] - + Prefill iteration 1/10
31
- [PROC-0][2024-10-03 14:15:08,021][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
32
- [PROC-0][2024-10-03 14:15:08,022][energy_star][INFO] - + Prefill iteration 2/10
33
- [PROC-0][2024-10-03 14:15:14,596][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
34
- [PROC-0][2024-10-03 14:15:14,596][energy_star][INFO] - + Prefill iteration 3/10
35
- [PROC-0][2024-10-03 14:15:21,139][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
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- [PROC-0][2024-10-03 14:15:21,140][energy_star][INFO] - + Prefill iteration 4/10
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- [PROC-0][2024-10-03 14:15:27,684][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
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- [PROC-0][2024-10-03 14:15:27,684][energy_star][INFO] - + Prefill iteration 5/10
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- [PROC-0][2024-10-03 14:15:34,277][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
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- [PROC-0][2024-10-03 14:15:34,277][energy_star][INFO] - + Prefill iteration 6/10
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- [PROC-0][2024-10-03 14:15:40,873][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
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- [PROC-0][2024-10-03 14:15:40,873][energy_star][INFO] - + Prefill iteration 7/10
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- [PROC-0][2024-10-03 14:15:47,391][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
44
- [PROC-0][2024-10-03 14:15:47,392][energy_star][INFO] - + Prefill iteration 8/10
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- [PROC-0][2024-10-03 14:15:53,931][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
46
- [PROC-0][2024-10-03 14:15:53,931][energy_star][INFO] - + Prefill iteration 9/10
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- [PROC-0][2024-10-03 14:16:00,483][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
48
- [PROC-0][2024-10-03 14:16:00,484][energy_star][INFO] - + Prefill iteration 10/10
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- [PROC-0][2024-10-03 14:16:07,052][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
50
- [PROC-0][2024-10-03 14:16:07,052][energy_star][INFO] - + Decoding iteration 1/10
51
- [PROC-0][2024-10-03 14:16:45,454][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
52
- [PROC-0][2024-10-03 14:16:45,455][energy_star][INFO] - + Decoding iteration 2/10
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- [PROC-0][2024-10-03 14:17:23,964][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
54
- [PROC-0][2024-10-03 14:17:23,965][energy_star][INFO] - + Decoding iteration 3/10
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- [PROC-0][2024-10-03 14:18:02,691][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
56
- [PROC-0][2024-10-03 14:18:02,692][energy_star][INFO] - + Decoding iteration 4/10
57
- [PROC-0][2024-10-03 14:18:41,370][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
58
- [PROC-0][2024-10-03 14:18:41,370][energy_star][INFO] - + Decoding iteration 5/10
59
- [PROC-0][2024-10-03 14:19:19,999][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
60
- [PROC-0][2024-10-03 14:19:20,000][energy_star][INFO] - + Decoding iteration 6/10
61
- [PROC-0][2024-10-03 14:19:58,298][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
62
- [PROC-0][2024-10-03 14:19:58,298][energy_star][INFO] - + Decoding iteration 7/10
63
- [PROC-0][2024-10-03 14:20:36,678][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
64
- [PROC-0][2024-10-03 14:20:36,679][energy_star][INFO] - + Decoding iteration 8/10
65
- [PROC-0][2024-10-03 14:21:15,089][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
66
- [PROC-0][2024-10-03 14:21:15,090][energy_star][INFO] - + Decoding iteration 9/10
67
- [PROC-0][2024-10-03 14:21:53,611][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
68
- [PROC-0][2024-10-03 14:21:53,611][energy_star][INFO] - + Decoding iteration 10/10
69
- [PROC-0][2024-10-03 14:22:32,488][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
70
- [PROC-0][2024-10-03 14:22:32,489][energy][INFO] - + prefill energy consumption:
71
- [PROC-0][2024-10-03 14:22:32,489][energy][INFO] - + CPU: 0.000070 (kWh)
72
- [PROC-0][2024-10-03 14:22:32,489][energy][INFO] - + GPU: 0.000353 (kWh)
73
- [PROC-0][2024-10-03 14:22:32,489][energy][INFO] - + RAM: 0.000001 (kWh)
74
- [PROC-0][2024-10-03 14:22:32,489][energy][INFO] - + total: 0.000424 (kWh)
75
- [PROC-0][2024-10-03 14:22:32,489][energy][INFO] - + prefill_iteration_1 energy consumption:
76
- [PROC-0][2024-10-03 14:22:32,489][energy][INFO] - + CPU: 0.000078 (kWh)
77
- [PROC-0][2024-10-03 14:22:32,489][energy][INFO] - + GPU: 0.000378 (kWh)
78
- [PROC-0][2024-10-03 14:22:32,490][energy][INFO] - + RAM: 0.000001 (kWh)
79
- [PROC-0][2024-10-03 14:22:32,490][energy][INFO] - + total: 0.000456 (kWh)
80
- [PROC-0][2024-10-03 14:22:32,490][energy][INFO] - + prefill_iteration_2 energy consumption:
81
- [PROC-0][2024-10-03 14:22:32,490][energy][INFO] - + CPU: 0.000078 (kWh)
82
- [PROC-0][2024-10-03 14:22:32,490][energy][INFO] - + GPU: 0.000387 (kWh)
83
- [PROC-0][2024-10-03 14:22:32,490][energy][INFO] - + RAM: 0.000001 (kWh)
84
- [PROC-0][2024-10-03 14:22:32,490][energy][INFO] - + total: 0.000466 (kWh)
85
- [PROC-0][2024-10-03 14:22:32,490][energy][INFO] - + prefill_iteration_3 energy consumption:
86
- [PROC-0][2024-10-03 14:22:32,490][energy][INFO] - + CPU: 0.000077 (kWh)
87
- [PROC-0][2024-10-03 14:22:32,490][energy][INFO] - + GPU: 0.000383 (kWh)
88
- [PROC-0][2024-10-03 14:22:32,490][energy][INFO] - + RAM: 0.000001 (kWh)
89
- [PROC-0][2024-10-03 14:22:32,490][energy][INFO] - + total: 0.000461 (kWh)
90
- [PROC-0][2024-10-03 14:22:32,491][energy][INFO] - + prefill_iteration_4 energy consumption:
91
- [PROC-0][2024-10-03 14:22:32,491][energy][INFO] - + CPU: 0.000077 (kWh)
92
- [PROC-0][2024-10-03 14:22:32,491][energy][INFO] - + GPU: 0.000396 (kWh)
93
- [PROC-0][2024-10-03 14:22:32,491][energy][INFO] - + RAM: 0.000001 (kWh)
94
- [PROC-0][2024-10-03 14:22:32,491][energy][INFO] - + total: 0.000474 (kWh)
95
- [PROC-0][2024-10-03 14:22:32,491][energy][INFO] - + prefill_iteration_5 energy consumption:
96
- [PROC-0][2024-10-03 14:22:32,491][energy][INFO] - + CPU: 0.000078 (kWh)
97
- [PROC-0][2024-10-03 14:22:32,491][energy][INFO] - + GPU: 0.000393 (kWh)
98
- [PROC-0][2024-10-03 14:22:32,492][energy][INFO] - + RAM: 0.000001 (kWh)
99
- [PROC-0][2024-10-03 14:22:32,492][energy][INFO] - + total: 0.000472 (kWh)
100
- [PROC-0][2024-10-03 14:22:32,492][energy][INFO] - + prefill_iteration_6 energy consumption:
101
- [PROC-0][2024-10-03 14:22:32,492][energy][INFO] - + CPU: 0.000078 (kWh)
102
- [PROC-0][2024-10-03 14:22:32,492][energy][INFO] - + GPU: 0.000394 (kWh)
103
- [PROC-0][2024-10-03 14:22:32,492][energy][INFO] - + RAM: 0.000001 (kWh)
104
- [PROC-0][2024-10-03 14:22:32,492][energy][INFO] - + total: 0.000472 (kWh)
105
- [PROC-0][2024-10-03 14:22:32,492][energy][INFO] - + prefill_iteration_7 energy consumption:
106
- [PROC-0][2024-10-03 14:22:32,493][energy][INFO] - + CPU: 0.000000 (kWh)
107
- [PROC-0][2024-10-03 14:22:32,493][energy][INFO] - + GPU: 0.000000 (kWh)
108
- [PROC-0][2024-10-03 14:22:32,493][energy][INFO] - + RAM: 0.000000 (kWh)
109
- [PROC-0][2024-10-03 14:22:32,493][energy][INFO] - + total: 0.000000 (kWh)
110
- [PROC-0][2024-10-03 14:22:32,493][energy][INFO] - + prefill_iteration_8 energy consumption:
111
- [PROC-0][2024-10-03 14:22:32,493][energy][INFO] - + CPU: 0.000077 (kWh)
112
- [PROC-0][2024-10-03 14:22:32,493][energy][INFO] - + GPU: 0.000399 (kWh)
113
- [PROC-0][2024-10-03 14:22:32,493][energy][INFO] - + RAM: 0.000001 (kWh)
114
- [PROC-0][2024-10-03 14:22:32,493][energy][INFO] - + total: 0.000477 (kWh)
115
- [PROC-0][2024-10-03 14:22:32,494][energy][INFO] - + prefill_iteration_9 energy consumption:
116
- [PROC-0][2024-10-03 14:22:32,494][energy][INFO] - + CPU: 0.000077 (kWh)
117
- [PROC-0][2024-10-03 14:22:32,494][energy][INFO] - + GPU: 0.000399 (kWh)
118
- [PROC-0][2024-10-03 14:22:32,494][energy][INFO] - + RAM: 0.000001 (kWh)
119
- [PROC-0][2024-10-03 14:22:32,494][energy][INFO] - + total: 0.000477 (kWh)
120
- [PROC-0][2024-10-03 14:22:32,494][energy][INFO] - + prefill_iteration_10 energy consumption:
121
- [PROC-0][2024-10-03 14:22:32,494][energy][INFO] - + CPU: 0.000078 (kWh)
122
- [PROC-0][2024-10-03 14:22:32,494][energy][INFO] - + GPU: 0.000405 (kWh)
123
- [PROC-0][2024-10-03 14:22:32,494][energy][INFO] - + RAM: 0.000001 (kWh)
124
- [PROC-0][2024-10-03 14:22:32,495][energy][INFO] - + total: 0.000483 (kWh)
125
- [PROC-0][2024-10-03 14:22:32,495][energy][INFO] - + decode energy consumption:
126
- [PROC-0][2024-10-03 14:22:32,495][energy][INFO] - + CPU: 0.000340 (kWh)
127
- [PROC-0][2024-10-03 14:22:32,495][energy][INFO] - + GPU: 0.000800 (kWh)
128
- [PROC-0][2024-10-03 14:22:32,495][energy][INFO] - + RAM: 0.000003 (kWh)
129
- [PROC-0][2024-10-03 14:22:32,495][energy][INFO] - + total: 0.001143 (kWh)
130
- [PROC-0][2024-10-03 14:22:32,495][energy][INFO] - + decode_iteration_1 energy consumption:
131
- [PROC-0][2024-10-03 14:22:32,495][energy][INFO] - + CPU: 0.000376 (kWh)
132
- [PROC-0][2024-10-03 14:22:32,496][energy][INFO] - + GPU: 0.000925 (kWh)
133
- [PROC-0][2024-10-03 14:22:32,496][energy][INFO] - + RAM: 0.000004 (kWh)
134
- [PROC-0][2024-10-03 14:22:32,496][energy][INFO] - + total: 0.001304 (kWh)
135
- [PROC-0][2024-10-03 14:22:32,496][energy][INFO] - + decode_iteration_2 energy consumption:
136
- [PROC-0][2024-10-03 14:22:32,496][energy][INFO] - + CPU: 0.000377 (kWh)
137
- [PROC-0][2024-10-03 14:22:32,496][energy][INFO] - + GPU: 0.000897 (kWh)
138
- [PROC-0][2024-10-03 14:22:32,496][energy][INFO] - + RAM: 0.000004 (kWh)
139
- [PROC-0][2024-10-03 14:22:32,496][energy][INFO] - + total: 0.001278 (kWh)
140
- [PROC-0][2024-10-03 14:22:32,496][energy][INFO] - + decode_iteration_3 energy consumption:
141
- [PROC-0][2024-10-03 14:22:32,496][energy][INFO] - + CPU: 0.000380 (kWh)
142
- [PROC-0][2024-10-03 14:22:32,497][energy][INFO] - + GPU: 0.000903 (kWh)
143
- [PROC-0][2024-10-03 14:22:32,497][energy][INFO] - + RAM: 0.000004 (kWh)
144
- [PROC-0][2024-10-03 14:22:32,497][energy][INFO] - + total: 0.001287 (kWh)
145
- [PROC-0][2024-10-03 14:22:32,497][energy][INFO] - + decode_iteration_4 energy consumption:
146
- [PROC-0][2024-10-03 14:22:32,497][energy][INFO] - + CPU: 0.000379 (kWh)
147
- [PROC-0][2024-10-03 14:22:32,497][energy][INFO] - + GPU: 0.000882 (kWh)
148
- [PROC-0][2024-10-03 14:22:32,497][energy][INFO] - + RAM: 0.000004 (kWh)
149
- [PROC-0][2024-10-03 14:22:32,497][energy][INFO] - + total: 0.001265 (kWh)
150
- [PROC-0][2024-10-03 14:22:32,497][energy][INFO] - + decode_iteration_5 energy consumption:
151
- [PROC-0][2024-10-03 14:22:32,498][energy][INFO] - + CPU: -0.000078 (kWh)
152
- [PROC-0][2024-10-03 14:22:32,498][energy][INFO] - + GPU: -0.000393 (kWh)
153
- [PROC-0][2024-10-03 14:22:32,498][energy][INFO] - + RAM: -0.000001 (kWh)
154
- [PROC-0][2024-10-03 14:22:32,498][energy][INFO] - + total: -0.000472 (kWh)
155
- [PROC-0][2024-10-03 14:22:32,498][energy][INFO] - + decode_iteration_6 energy consumption:
156
- [PROC-0][2024-10-03 14:22:32,498][energy][INFO] - + CPU: 0.000374 (kWh)
157
- [PROC-0][2024-10-03 14:22:32,498][energy][INFO] - + GPU: 0.000881 (kWh)
158
- [PROC-0][2024-10-03 14:22:32,498][energy][INFO] - + RAM: 0.000004 (kWh)
159
- [PROC-0][2024-10-03 14:22:32,498][energy][INFO] - + total: 0.001259 (kWh)
160
- [PROC-0][2024-10-03 14:22:32,498][energy][INFO] - + decode_iteration_7 energy consumption:
161
- [PROC-0][2024-10-03 14:22:32,499][energy][INFO] - + CPU: 0.000453 (kWh)
162
- [PROC-0][2024-10-03 14:22:32,499][energy][INFO] - + GPU: 0.001271 (kWh)
163
- [PROC-0][2024-10-03 14:22:32,499][energy][INFO] - + RAM: 0.000004 (kWh)
164
- [PROC-0][2024-10-03 14:22:32,499][energy][INFO] - + total: 0.001729 (kWh)
165
- [PROC-0][2024-10-03 14:22:32,499][energy][INFO] - + decode_iteration_8 energy consumption:
166
- [PROC-0][2024-10-03 14:22:32,499][energy][INFO] - + CPU: 0.000376 (kWh)
167
- [PROC-0][2024-10-03 14:22:32,499][energy][INFO] - + GPU: 0.000874 (kWh)
168
- [PROC-0][2024-10-03 14:22:32,499][energy][INFO] - + RAM: 0.000004 (kWh)
169
- [PROC-0][2024-10-03 14:22:32,500][energy][INFO] - + total: 0.001254 (kWh)
170
- [PROC-0][2024-10-03 14:22:32,500][energy][INFO] - + decode_iteration_9 energy consumption:
171
- [PROC-0][2024-10-03 14:22:32,500][energy][INFO] - + CPU: 0.000377 (kWh)
172
- [PROC-0][2024-10-03 14:22:32,500][energy][INFO] - + GPU: 0.000875 (kWh)
173
- [PROC-0][2024-10-03 14:22:32,500][energy][INFO] - + RAM: 0.000004 (kWh)
174
- [PROC-0][2024-10-03 14:22:32,500][energy][INFO] - + total: 0.001256 (kWh)
175
- [PROC-0][2024-10-03 14:22:32,500][energy][INFO] - + decode_iteration_10 energy consumption:
176
- [PROC-0][2024-10-03 14:22:32,500][energy][INFO] - + CPU: 0.000381 (kWh)
177
- [PROC-0][2024-10-03 14:22:32,500][energy][INFO] - + GPU: 0.000882 (kWh)
178
- [PROC-0][2024-10-03 14:22:32,501][energy][INFO] - + RAM: 0.000004 (kWh)
179
- [PROC-0][2024-10-03 14:22:32,501][energy][INFO] - + total: 0.001267 (kWh)
180
- [PROC-0][2024-10-03 14:22:32,501][energy][INFO] - + preprocess energy consumption:
181
- [PROC-0][2024-10-03 14:22:32,501][energy][INFO] - + CPU: 0.000010 (kWh)
182
- [PROC-0][2024-10-03 14:22:32,501][energy][INFO] - + GPU: 0.000017 (kWh)
183
- [PROC-0][2024-10-03 14:22:32,501][energy][INFO] - + RAM: 0.000000 (kWh)
184
- [PROC-0][2024-10-03 14:22:32,501][energy][INFO] - + total: 0.000028 (kWh)
185
- [PROC-0][2024-10-03 14:22:32,502][energy][INFO] - + prefill energy efficiency: 593008705.371798 (tokens/kWh)
186
- [PROC-0][2024-10-03 14:22:32,502][energy][INFO] - + decode energy efficiency: 7876279.057501 (tokens/kWh)
187
- [PROC-0][2024-10-03 14:22:32,502][energy][INFO] - + preprocess energy efficiency: 36302043.457999 (samples/kWh)
188
- [2024-10-03 14:22:33,302][datasets][INFO] - PyTorch version 2.4.0 available.
 
1
+ [2024-10-03 16:13:05,158][launcher][INFO] - ََAllocating process launcher
2
+ [2024-10-03 16:13:05,158][process][INFO] - + Setting multiprocessing start method to spawn.
3
+ [2024-10-03 16:13:05,171][process][INFO] - + Launched benchmark in isolated process 178.
4
+ [PROC-0][2024-10-03 16:13:07,736][datasets][INFO] - PyTorch version 2.4.0 available.
5
+ [PROC-0][2024-10-03 16:13:08,640][backend][INFO] - َAllocating pytorch backend
6
+ [PROC-0][2024-10-03 16:13:08,640][backend][INFO] - + Setting random seed to 42
7
+ [PROC-0][2024-10-03 16:13:09,248][pytorch][INFO] - + Using AutoModel class AutoModelForCausalLM
8
+ [PROC-0][2024-10-03 16:13:09,248][pytorch][INFO] - + Creating backend temporary directory
9
+ [PROC-0][2024-10-03 16:13:09,249][pytorch][INFO] - + Loading model with random weights
10
+ [PROC-0][2024-10-03 16:13:09,249][pytorch][INFO] - + Creating no weights model
11
+ [PROC-0][2024-10-03 16:13:09,249][pytorch][INFO] - + Creating no weights model directory
12
+ [PROC-0][2024-10-03 16:13:09,249][pytorch][INFO] - + Creating no weights model state dict
13
+ [PROC-0][2024-10-03 16:13:09,271][pytorch][INFO] - + Saving no weights model safetensors
14
+ [PROC-0][2024-10-03 16:13:09,272][pytorch][INFO] - + Saving no weights model pretrained config
15
+ [PROC-0][2024-10-03 16:13:09,273][pytorch][INFO] - + Loading no weights AutoModel
16
+ [PROC-0][2024-10-03 16:13:09,273][pytorch][INFO] - + Loading model directly on device: cuda
17
+ [PROC-0][2024-10-03 16:13:09,419][pytorch][INFO] - + Turning on model's eval mode
18
+ [PROC-0][2024-10-03 16:13:09,425][benchmark][INFO] - Allocating energy_star benchmark
19
+ [PROC-0][2024-10-03 16:13:09,425][energy_star][INFO] - + Loading raw dataset
20
+ [PROC-0][2024-10-03 16:13:10,101][energy_star][INFO] - + Updating Text Generation kwargs with default values
21
+ [PROC-0][2024-10-03 16:13:10,101][energy_star][INFO] - + Initializing Text Generation report
22
+ [PROC-0][2024-10-03 16:13:10,101][energy][INFO] - + Tracking GPU energy on devices [0]
23
+ [PROC-0][2024-10-03 16:13:14,281][energy_star][INFO] - + Preprocessing dataset
24
+ [PROC-0][2024-10-03 16:13:15,163][energy][INFO] - + Saving codecarbon emission data to preprocess_codecarbon.json
25
+ [PROC-0][2024-10-03 16:13:15,164][energy_star][INFO] - + Preparing backend for Inference
26
+ [PROC-0][2024-10-03 16:13:15,164][energy_star][INFO] - + Initialising dataloader
27
+ [PROC-0][2024-10-03 16:13:15,164][energy_star][INFO] - + Warming up backend for Inference
28
+ [PROC-0][2024-10-03 16:13:16,033][energy_star][INFO] - + Additional warmup for Text Generation
29
+ [PROC-0][2024-10-03 16:13:16,070][energy_star][INFO] - + Running Text Generation energy tracking for 10 iterations
30
+ [PROC-0][2024-10-03 16:13:16,070][energy_star][INFO] - + Prefill iteration 1/10
31
+ [PROC-0][2024-10-03 16:13:22,587][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
32
+ [PROC-0][2024-10-03 16:13:22,587][energy_star][INFO] - + Prefill iteration 2/10
33
+ [PROC-0][2024-10-03 16:13:29,067][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
34
+ [PROC-0][2024-10-03 16:13:29,067][energy_star][INFO] - + Prefill iteration 3/10
35
+ [PROC-0][2024-10-03 16:13:35,553][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
36
+ [PROC-0][2024-10-03 16:13:35,553][energy_star][INFO] - + Prefill iteration 4/10
37
+ [PROC-0][2024-10-03 16:13:42,032][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
38
+ [PROC-0][2024-10-03 16:13:42,033][energy_star][INFO] - + Prefill iteration 5/10
39
+ [PROC-0][2024-10-03 16:13:48,547][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
40
+ [PROC-0][2024-10-03 16:13:48,547][energy_star][INFO] - + Prefill iteration 6/10
41
+ [PROC-0][2024-10-03 16:13:55,065][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
42
+ [PROC-0][2024-10-03 16:13:55,065][energy_star][INFO] - + Prefill iteration 7/10
43
+ [PROC-0][2024-10-03 16:14:01,536][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
44
+ [PROC-0][2024-10-03 16:14:01,537][energy_star][INFO] - + Prefill iteration 8/10
45
+ [PROC-0][2024-10-03 16:14:08,026][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
46
+ [PROC-0][2024-10-03 16:14:08,027][energy_star][INFO] - + Prefill iteration 9/10
47
+ [PROC-0][2024-10-03 16:14:14,498][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
48
+ [PROC-0][2024-10-03 16:14:14,498][energy_star][INFO] - + Prefill iteration 10/10
49
+ [PROC-0][2024-10-03 16:14:20,981][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
50
+ [PROC-0][2024-10-03 16:14:20,981][energy_star][INFO] - + Decoding iteration 1/10
51
+ [PROC-0][2024-10-03 16:14:58,452][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
52
+ [PROC-0][2024-10-03 16:14:58,453][energy_star][INFO] - + Decoding iteration 2/10
53
+ [PROC-0][2024-10-03 16:15:35,887][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
54
+ [PROC-0][2024-10-03 16:15:35,888][energy_star][INFO] - + Decoding iteration 3/10
55
+ [PROC-0][2024-10-03 16:16:13,060][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
56
+ [PROC-0][2024-10-03 16:16:13,061][energy_star][INFO] - + Decoding iteration 4/10
57
+ [PROC-0][2024-10-03 16:16:50,269][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
58
+ [PROC-0][2024-10-03 16:16:50,270][energy_star][INFO] - + Decoding iteration 5/10
59
+ [PROC-0][2024-10-03 16:17:27,557][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
60
+ [PROC-0][2024-10-03 16:17:27,558][energy_star][INFO] - + Decoding iteration 6/10
61
+ [PROC-0][2024-10-03 16:18:04,993][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
62
+ [PROC-0][2024-10-03 16:18:04,994][energy_star][INFO] - + Decoding iteration 7/10
63
+ [PROC-0][2024-10-03 16:18:42,473][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
64
+ [PROC-0][2024-10-03 16:18:42,473][energy_star][INFO] - + Decoding iteration 8/10
65
+ [PROC-0][2024-10-03 16:19:19,773][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
66
+ [PROC-0][2024-10-03 16:19:19,774][energy_star][INFO] - + Decoding iteration 9/10
67
+ [PROC-0][2024-10-03 16:19:56,937][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
68
+ [PROC-0][2024-10-03 16:19:56,937][energy_star][INFO] - + Decoding iteration 10/10
69
+ [PROC-0][2024-10-03 16:20:34,169][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
70
+ [PROC-0][2024-10-03 16:20:34,170][energy][INFO] - + prefill energy consumption:
71
+ [PROC-0][2024-10-03 16:20:34,170][energy][INFO] - + CPU: 0.000069 (kWh)
72
+ [PROC-0][2024-10-03 16:20:34,170][energy][INFO] - + GPU: 0.000360 (kWh)
73
+ [PROC-0][2024-10-03 16:20:34,170][energy][INFO] - + RAM: 0.000001 (kWh)
74
+ [PROC-0][2024-10-03 16:20:34,170][energy][INFO] - + total: 0.000429 (kWh)
75
+ [PROC-0][2024-10-03 16:20:34,170][energy][INFO] - + prefill_iteration_1 energy consumption:
76
+ [PROC-0][2024-10-03 16:20:34,170][energy][INFO] - + CPU: 0.000077 (kWh)
77
+ [PROC-0][2024-10-03 16:20:34,170][energy][INFO] - + GPU: 0.000388 (kWh)
78
+ [PROC-0][2024-10-03 16:20:34,170][energy][INFO] - + RAM: 0.000001 (kWh)
79
+ [PROC-0][2024-10-03 16:20:34,170][energy][INFO] - + total: 0.000466 (kWh)
80
+ [PROC-0][2024-10-03 16:20:34,170][energy][INFO] - + prefill_iteration_2 energy consumption:
81
+ [PROC-0][2024-10-03 16:20:34,171][energy][INFO] - + CPU: 0.000076 (kWh)
82
+ [PROC-0][2024-10-03 16:20:34,171][energy][INFO] - + GPU: 0.000395 (kWh)
83
+ [PROC-0][2024-10-03 16:20:34,171][energy][INFO] - + RAM: 0.000001 (kWh)
84
+ [PROC-0][2024-10-03 16:20:34,171][energy][INFO] - + total: 0.000472 (kWh)
85
+ [PROC-0][2024-10-03 16:20:34,171][energy][INFO] - + prefill_iteration_3 energy consumption:
86
+ [PROC-0][2024-10-03 16:20:34,171][energy][INFO] - + CPU: 0.000077 (kWh)
87
+ [PROC-0][2024-10-03 16:20:34,171][energy][INFO] - + GPU: 0.000398 (kWh)
88
+ [PROC-0][2024-10-03 16:20:34,171][energy][INFO] - + RAM: 0.000001 (kWh)
89
+ [PROC-0][2024-10-03 16:20:34,171][energy][INFO] - + total: 0.000475 (kWh)
90
+ [PROC-0][2024-10-03 16:20:34,171][energy][INFO] - + prefill_iteration_4 energy consumption:
91
+ [PROC-0][2024-10-03 16:20:34,171][energy][INFO] - + CPU: 0.000076 (kWh)
92
+ [PROC-0][2024-10-03 16:20:34,171][energy][INFO] - + GPU: 0.000400 (kWh)
93
+ [PROC-0][2024-10-03 16:20:34,172][energy][INFO] - + RAM: 0.000001 (kWh)
94
+ [PROC-0][2024-10-03 16:20:34,172][energy][INFO] - + total: 0.000477 (kWh)
95
+ [PROC-0][2024-10-03 16:20:34,172][energy][INFO] - + prefill_iteration_5 energy consumption:
96
+ [PROC-0][2024-10-03 16:20:34,172][energy][INFO] - + CPU: 0.000077 (kWh)
97
+ [PROC-0][2024-10-03 16:20:34,172][energy][INFO] - + GPU: 0.000409 (kWh)
98
+ [PROC-0][2024-10-03 16:20:34,172][energy][INFO] - + RAM: 0.000001 (kWh)
99
+ [PROC-0][2024-10-03 16:20:34,172][energy][INFO] - + total: 0.000486 (kWh)
100
+ [PROC-0][2024-10-03 16:20:34,172][energy][INFO] - + prefill_iteration_6 energy consumption:
101
+ [PROC-0][2024-10-03 16:20:34,172][energy][INFO] - + CPU: 0.000077 (kWh)
102
+ [PROC-0][2024-10-03 16:20:34,172][energy][INFO] - + GPU: 0.000407 (kWh)
103
+ [PROC-0][2024-10-03 16:20:34,172][energy][INFO] - + RAM: 0.000001 (kWh)
104
+ [PROC-0][2024-10-03 16:20:34,172][energy][INFO] - + total: 0.000484 (kWh)
105
+ [PROC-0][2024-10-03 16:20:34,172][energy][INFO] - + prefill_iteration_7 energy consumption:
106
+ [PROC-0][2024-10-03 16:20:34,173][energy][INFO] - + CPU: 0.000000 (kWh)
107
+ [PROC-0][2024-10-03 16:20:34,173][energy][INFO] - + GPU: 0.000000 (kWh)
108
+ [PROC-0][2024-10-03 16:20:34,173][energy][INFO] - + RAM: 0.000000 (kWh)
109
+ [PROC-0][2024-10-03 16:20:34,173][energy][INFO] - + total: 0.000000 (kWh)
110
+ [PROC-0][2024-10-03 16:20:34,173][energy][INFO] - + prefill_iteration_8 energy consumption:
111
+ [PROC-0][2024-10-03 16:20:34,173][energy][INFO] - + CPU: 0.000077 (kWh)
112
+ [PROC-0][2024-10-03 16:20:34,173][energy][INFO] - + GPU: 0.000396 (kWh)
113
+ [PROC-0][2024-10-03 16:20:34,173][energy][INFO] - + RAM: 0.000001 (kWh)
114
+ [PROC-0][2024-10-03 16:20:34,173][energy][INFO] - + total: 0.000473 (kWh)
115
+ [PROC-0][2024-10-03 16:20:34,173][energy][INFO] - + prefill_iteration_9 energy consumption:
116
+ [PROC-0][2024-10-03 16:20:34,173][energy][INFO] - + CPU: 0.000076 (kWh)
117
+ [PROC-0][2024-10-03 16:20:34,173][energy][INFO] - + GPU: 0.000403 (kWh)
118
+ [PROC-0][2024-10-03 16:20:34,173][energy][INFO] - + RAM: 0.000001 (kWh)
119
+ [PROC-0][2024-10-03 16:20:34,174][energy][INFO] - + total: 0.000480 (kWh)
120
+ [PROC-0][2024-10-03 16:20:34,174][energy][INFO] - + prefill_iteration_10 energy consumption:
121
+ [PROC-0][2024-10-03 16:20:34,174][energy][INFO] - + CPU: 0.000077 (kWh)
122
+ [PROC-0][2024-10-03 16:20:34,174][energy][INFO] - + GPU: 0.000404 (kWh)
123
+ [PROC-0][2024-10-03 16:20:34,174][energy][INFO] - + RAM: 0.000001 (kWh)
124
+ [PROC-0][2024-10-03 16:20:34,174][energy][INFO] - + total: 0.000481 (kWh)
125
+ [PROC-0][2024-10-03 16:20:34,174][energy][INFO] - + decode energy consumption:
126
+ [PROC-0][2024-10-03 16:20:34,174][energy][INFO] - + CPU: 0.000328 (kWh)
127
+ [PROC-0][2024-10-03 16:20:34,174][energy][INFO] - + GPU: 0.000817 (kWh)
128
+ [PROC-0][2024-10-03 16:20:34,174][energy][INFO] - + RAM: 0.000003 (kWh)
129
+ [PROC-0][2024-10-03 16:20:34,174][energy][INFO] - + total: 0.001148 (kWh)
130
+ [PROC-0][2024-10-03 16:20:34,175][energy][INFO] - + decode_iteration_1 energy consumption:
131
+ [PROC-0][2024-10-03 16:20:34,175][energy][INFO] - + CPU: 0.000365 (kWh)
132
+ [PROC-0][2024-10-03 16:20:34,175][energy][INFO] - + GPU: 0.000934 (kWh)
133
+ [PROC-0][2024-10-03 16:20:34,175][energy][INFO] - + RAM: 0.000004 (kWh)
134
+ [PROC-0][2024-10-03 16:20:34,175][energy][INFO] - + total: 0.001303 (kWh)
135
+ [PROC-0][2024-10-03 16:20:34,175][energy][INFO] - + decode_iteration_2 energy consumption:
136
+ [PROC-0][2024-10-03 16:20:34,175][energy][INFO] - + CPU: 0.000365 (kWh)
137
+ [PROC-0][2024-10-03 16:20:34,175][energy][INFO] - + GPU: 0.000921 (kWh)
138
+ [PROC-0][2024-10-03 16:20:34,175][energy][INFO] - + RAM: 0.000004 (kWh)
139
+ [PROC-0][2024-10-03 16:20:34,175][energy][INFO] - + total: 0.001290 (kWh)
140
+ [PROC-0][2024-10-03 16:20:34,175][energy][INFO] - + decode_iteration_3 energy consumption:
141
+ [PROC-0][2024-10-03 16:20:34,175][energy][INFO] - + CPU: 0.000362 (kWh)
142
+ [PROC-0][2024-10-03 16:20:34,175][energy][INFO] - + GPU: 0.000911 (kWh)
143
+ [PROC-0][2024-10-03 16:20:34,176][energy][INFO] - + RAM: 0.000004 (kWh)
144
+ [PROC-0][2024-10-03 16:20:34,176][energy][INFO] - + total: 0.001277 (kWh)
145
+ [PROC-0][2024-10-03 16:20:34,176][energy][INFO] - + decode_iteration_4 energy consumption:
146
+ [PROC-0][2024-10-03 16:20:34,176][energy][INFO] - + CPU: 0.000363 (kWh)
147
+ [PROC-0][2024-10-03 16:20:34,176][energy][INFO] - + GPU: 0.000902 (kWh)
148
+ [PROC-0][2024-10-03 16:20:34,176][energy][INFO] - + RAM: 0.000004 (kWh)
149
+ [PROC-0][2024-10-03 16:20:34,176][energy][INFO] - + total: 0.001269 (kWh)
150
+ [PROC-0][2024-10-03 16:20:34,176][energy][INFO] - + decode_iteration_5 energy consumption:
151
+ [PROC-0][2024-10-03 16:20:34,176][energy][INFO] - + CPU: -0.000077 (kWh)
152
+ [PROC-0][2024-10-03 16:20:34,176][energy][INFO] - + GPU: -0.000409 (kWh)
153
+ [PROC-0][2024-10-03 16:20:34,176][energy][INFO] - + RAM: -0.000001 (kWh)
154
+ [PROC-0][2024-10-03 16:20:34,176][energy][INFO] - + total: -0.000486 (kWh)
155
+ [PROC-0][2024-10-03 16:20:34,176][energy][INFO] - + decode_iteration_6 energy consumption:
156
+ [PROC-0][2024-10-03 16:20:34,177][energy][INFO] - + CPU: 0.000365 (kWh)
157
+ [PROC-0][2024-10-03 16:20:34,177][energy][INFO] - + GPU: 0.000901 (kWh)
158
+ [PROC-0][2024-10-03 16:20:34,177][energy][INFO] - + RAM: 0.000004 (kWh)
159
+ [PROC-0][2024-10-03 16:20:34,177][energy][INFO] - + total: 0.001270 (kWh)
160
+ [PROC-0][2024-10-03 16:20:34,177][energy][INFO] - + decode_iteration_7 energy consumption:
161
+ [PROC-0][2024-10-03 16:20:34,177][energy][INFO] - + CPU: 0.000442 (kWh)
162
+ [PROC-0][2024-10-03 16:20:34,177][energy][INFO] - + GPU: 0.001305 (kWh)
163
+ [PROC-0][2024-10-03 16:20:34,177][energy][INFO] - + RAM: 0.000004 (kWh)
164
+ [PROC-0][2024-10-03 16:20:34,177][energy][INFO] - + total: 0.001752 (kWh)
165
+ [PROC-0][2024-10-03 16:20:34,177][energy][INFO] - + decode_iteration_8 energy consumption:
166
+ [PROC-0][2024-10-03 16:20:34,177][energy][INFO] - + CPU: 0.000364 (kWh)
167
+ [PROC-0][2024-10-03 16:20:34,177][energy][INFO] - + GPU: 0.000906 (kWh)
168
+ [PROC-0][2024-10-03 16:20:34,178][energy][INFO] - + RAM: 0.000004 (kWh)
169
+ [PROC-0][2024-10-03 16:20:34,178][energy][INFO] - + total: 0.001274 (kWh)
170
+ [PROC-0][2024-10-03 16:20:34,178][energy][INFO] - + decode_iteration_9 energy consumption:
171
+ [PROC-0][2024-10-03 16:20:34,178][energy][INFO] - + CPU: 0.000362 (kWh)
172
+ [PROC-0][2024-10-03 16:20:34,178][energy][INFO] - + GPU: 0.000900 (kWh)
173
+ [PROC-0][2024-10-03 16:20:34,178][energy][INFO] - + RAM: 0.000004 (kWh)
174
+ [PROC-0][2024-10-03 16:20:34,178][energy][INFO] - + total: 0.001266 (kWh)
175
+ [PROC-0][2024-10-03 16:20:34,178][energy][INFO] - + decode_iteration_10 energy consumption:
176
+ [PROC-0][2024-10-03 16:20:34,178][energy][INFO] - + CPU: 0.000363 (kWh)
177
+ [PROC-0][2024-10-03 16:20:34,178][energy][INFO] - + GPU: 0.000898 (kWh)
178
+ [PROC-0][2024-10-03 16:20:34,178][energy][INFO] - + RAM: 0.000004 (kWh)
179
+ [PROC-0][2024-10-03 16:20:34,178][energy][INFO] - + total: 0.001264 (kWh)
180
+ [PROC-0][2024-10-03 16:20:34,179][energy][INFO] - + preprocess energy consumption:
181
+ [PROC-0][2024-10-03 16:20:34,179][energy][INFO] - + CPU: 0.000010 (kWh)
182
+ [PROC-0][2024-10-03 16:20:34,179][energy][INFO] - + GPU: 0.000017 (kWh)
183
+ [PROC-0][2024-10-03 16:20:34,179][energy][INFO] - + RAM: 0.000000 (kWh)
184
+ [PROC-0][2024-10-03 16:20:34,179][energy][INFO] - + total: 0.000028 (kWh)
185
+ [PROC-0][2024-10-03 16:20:34,179][energy][INFO] - + prefill energy efficiency: 585223915.197451 (tokens/kWh)
186
+ [PROC-0][2024-10-03 16:20:34,179][energy][INFO] - + decode energy efficiency: 7841200.245127 (tokens/kWh)
187
+ [PROC-0][2024-10-03 16:20:34,179][energy][INFO] - + preprocess energy efficiency: 35952815.486463 (samples/kWh)
188
+ [2024-10-03 16:20:34,861][datasets][INFO] - PyTorch version 2.4.0 available.
text_generation/distilbert/distilgpt2/generate_codecarbon.json CHANGED
@@ -1,17 +1,17 @@
1
  {
2
- "timestamp": "2024-10-03T14:22:32",
3
  "project_name": "codecarbon",
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- "run_id": "671dd9bc-8525-4c6d-82a4-86636cd6be4f",
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- "duration": -1727736246.413479,
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- "emissions": 0.0006462671844333729,
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- "emissions_rate": 1.6624515822777055e-05,
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  "cpu_power": 42.5,
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- "gpu_energy": 0.0012873988076962384,
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- "ram_energy": 4.408198341946466e-06,
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- "energy_consumed": 0.0017507640120819692,
15
  "country_name": "United States",
16
  "country_iso_code": "USA",
17
  "region": "virginia",
 
1
  {
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+ "timestamp": "2024-10-03T16:20:34",
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  "project_name": "codecarbon",
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+ "run_id": "2adf6ee5-b498-41f1-8ea5-7db26ff3c0a8",
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  "cpu_power": 42.5,
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+ "energy_consumed": 0.0017456034646764103,
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  "country_name": "United States",
16
  "country_iso_code": "USA",
17
  "region": "virginia",
text_generation/distilbert/distilgpt2/prefill_codecarbon.json CHANGED
@@ -1,17 +1,17 @@
1
  {
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- "timestamp": "2024-10-03T14:16:07",
3
  "project_name": "codecarbon",
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- "run_id": "671dd9bc-8525-4c6d-82a4-86636cd6be4f",
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- "emissions": 0.00017839136777339222,
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- "emissions_rate": 2.7169657319579962e-05,
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  "cpu_power": 42.5,
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- "cpu_energy": 7.753557855222522e-05,
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- "gpu_energy": 0.00040498949065792544,
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- "energy_consumed": 0.0004832694499838598,
15
  "country_name": "United States",
16
  "country_iso_code": "USA",
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  "region": "virginia",
 
1
  {
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+ "timestamp": "2024-10-03T16:14:20",
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  "project_name": "codecarbon",
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  "country_name": "United States",
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  "country_iso_code": "USA",
17
  "region": "virginia",
text_generation/distilbert/distilgpt2/preprocess_codecarbon.json CHANGED
@@ -1,17 +1,17 @@
1
  {
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- "timestamp": "2024-10-03T14:15:00",
3
  "project_name": "codecarbon",
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- "run_id": "671dd9bc-8525-4c6d-82a4-86636cd6be4f",
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- "emissions": 1.0168418709481737e-05,
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  "country_name": "United States",
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  "country_iso_code": "USA",
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  "region": "virginia",
 
1
  {
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+ "timestamp": "2024-10-03T16:13:15",
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  "project_name": "codecarbon",
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  "country_name": "United States",
16
  "country_iso_code": "USA",
17
  "region": "virginia",
text_generation/openai-community/gpt2/.hydra/config.yaml ADDED
@@ -0,0 +1,96 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ backend:
2
+ name: pytorch
3
+ version: 2.4.0
4
+ _target_: optimum_benchmark.backends.pytorch.backend.PyTorchBackend
5
+ task: text-generation
6
+ model: openai-community/gpt2
7
+ processor: openai-community/gpt2
8
+ library: null
9
+ device: cuda
10
+ device_ids: '0'
11
+ seed: 42
12
+ inter_op_num_threads: null
13
+ intra_op_num_threads: null
14
+ hub_kwargs: {}
15
+ no_weights: true
16
+ device_map: null
17
+ torch_dtype: null
18
+ amp_autocast: false
19
+ amp_dtype: null
20
+ eval_mode: true
21
+ to_bettertransformer: false
22
+ low_cpu_mem_usage: null
23
+ attn_implementation: null
24
+ cache_implementation: null
25
+ torch_compile: false
26
+ torch_compile_config: {}
27
+ quantization_scheme: null
28
+ quantization_config: {}
29
+ deepspeed_inference: false
30
+ deepspeed_inference_config: {}
31
+ peft_type: null
32
+ peft_config: {}
33
+ launcher:
34
+ name: process
35
+ _target_: optimum_benchmark.launchers.process.launcher.ProcessLauncher
36
+ device_isolation: false
37
+ device_isolation_action: warn
38
+ start_method: spawn
39
+ benchmark:
40
+ name: energy_star
41
+ _target_: optimum_benchmark.benchmarks.energy_star.benchmark.EnergyStarBenchmark
42
+ dataset_name: EnergyStarAI/text_generation
43
+ dataset_config: ''
44
+ dataset_split: train
45
+ num_samples: 1000
46
+ input_shapes:
47
+ batch_size: 1
48
+ text_column_name: text
49
+ truncation: true
50
+ max_length: -1
51
+ dataset_prefix1: ''
52
+ dataset_prefix2: ''
53
+ t5_task: ''
54
+ image_column_name: image
55
+ resize: false
56
+ question_column_name: question
57
+ context_column_name: context
58
+ sentence1_column_name: sentence1
59
+ sentence2_column_name: sentence2
60
+ audio_column_name: audio
61
+ iterations: 10
62
+ warmup_runs: 10
63
+ energy: true
64
+ forward_kwargs: {}
65
+ generate_kwargs:
66
+ max_new_tokens: 10
67
+ min_new_tokens: 10
68
+ call_kwargs: {}
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+ experiment_name: text_generation
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+ environment:
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+ cpu: ' AMD EPYC 7R32'
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+ cpu_count: 48
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+ cpu_ram_mb: 200472.73984
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+ system: Linux
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+ machine: x86_64
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+ platform: Linux-5.10.192-183.736.amzn2.x86_64-x86_64-with-glibc2.35
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+ processor: x86_64
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+ python_version: 3.9.20
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+ - NVIDIA A10G
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+ gpu_count: 1
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+ gpu_vram_mb: 24146608128
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+ optimum_benchmark_version: 0.2.0
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+ optimum_benchmark_commit: null
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+ transformers_commit: null
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+ accelerate_version: 0.33.0
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+ accelerate_commit: null
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+ diffusers_version: 0.30.0
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+ peft_commit: null
text_generation/openai-community/gpt2/.hydra/hydra.yaml ADDED
@@ -0,0 +1,175 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ hydra:
2
+ run:
3
+ dir: ./runs/text_generation/openai-community/gpt2/
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+ sweep:
5
+ dir: sweeps/${experiment_name}/${backend.model}/${now:%Y-%m-%d-%H-%M-%S}
6
+ subdir: ${hydra.job.num}
7
+ launcher:
8
+ _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher
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+ sweeper:
10
+ _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
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+ max_batch_size: null
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+ params: null
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+ help:
14
+ app_name: ${hydra.job.name}
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+ header: '${hydra.help.app_name} is powered by Hydra.
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+
17
+ '
18
+ footer: 'Powered by Hydra (https://hydra.cc)
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+
20
+ Use --hydra-help to view Hydra specific help
21
+
22
+ '
23
+ template: '${hydra.help.header}
24
+
25
+ == Configuration groups ==
26
+
27
+ Compose your configuration from those groups (group=option)
28
+
29
+
30
+ $APP_CONFIG_GROUPS
31
+
32
+
33
+ == Config ==
34
+
35
+ Override anything in the config (foo.bar=value)
36
+
37
+
38
+ $CONFIG
39
+
40
+
41
+ ${hydra.help.footer}
42
+
43
+ '
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+ hydra_help:
45
+ template: 'Hydra (${hydra.runtime.version})
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+
47
+ See https://hydra.cc for more info.
48
+
49
+
50
+ == Flags ==
51
+
52
+ $FLAGS_HELP
53
+
54
+
55
+ == Configuration groups ==
56
+
57
+ Compose your configuration from those groups (For example, append hydra/job_logging=disabled
58
+ to command line)
59
+
60
+
61
+ $HYDRA_CONFIG_GROUPS
62
+
63
+
64
+ Use ''--cfg hydra'' to Show the Hydra config.
65
+
66
+ '
67
+ hydra_help: ???
68
+ hydra_logging:
69
+ version: 1
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+ formatters:
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+ colorlog:
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+ (): colorlog.ColoredFormatter
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+ format: '[%(cyan)s%(asctime)s%(reset)s][%(purple)sHYDRA%(reset)s] %(message)s'
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+ handlers:
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+ console:
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+ class: logging.StreamHandler
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+ formatter: colorlog
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+ stream: ext://sys.stdout
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+ root:
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+ handlers:
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+ - console
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+ disable_existing_loggers: false
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+ job_logging:
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+ version: 1
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+ formatters:
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+ simple:
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+ format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
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+ colorlog:
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+ (): colorlog.ColoredFormatter
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+ format: '[%(cyan)s%(asctime)s%(reset)s][%(blue)s%(name)s%(reset)s][%(log_color)s%(levelname)s%(reset)s]
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+ - %(message)s'
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+ log_colors:
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+ DEBUG: purple
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+ INFO: green
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+ WARNING: yellow
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+ ERROR: red
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+ CRITICAL: red
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+ handlers:
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+ console:
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+ class: logging.StreamHandler
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+ formatter: colorlog
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+ stream: ext://sys.stdout
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+ file:
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+ class: logging.FileHandler
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+ formatter: simple
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+ filename: ${hydra.job.name}.log
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+ root:
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+ level: INFO
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+ handlers:
111
+ - console
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+ - file
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+ disable_existing_loggers: false
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+ env: {}
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+ mode: RUN
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+ searchpath: []
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+ callbacks: {}
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+ output_subdir: .hydra
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+ overrides:
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+ hydra:
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+ - hydra.run.dir=./runs/text_generation/openai-community/gpt2/
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+ - hydra.mode=RUN
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+ task:
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+ - backend.model=openai-community/gpt2
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+ - backend.processor=openai-community/gpt2
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+ job:
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+ name: cli
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+ chdir: true
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+ override_dirname: backend.model=openai-community/gpt2,backend.processor=openai-community/gpt2
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+ id: ???
131
+ num: ???
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+ config_name: text_generation
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+ env_set:
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+ OVERRIDE_BENCHMARKS: '1'
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+ env_copy: []
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+ config:
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+ override_dirname:
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+ kv_sep: '='
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+ item_sep: ','
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+ exclude_keys: []
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+ runtime:
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+ version: 1.3.2
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+ version_base: '1.3'
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+ cwd: /
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+ config_sources:
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+ - path: hydra.conf
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+ schema: pkg
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+ provider: hydra
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+ - path: optimum_benchmark
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+ schema: pkg
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+ provider: main
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+ - path: hydra_plugins.hydra_colorlog.conf
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+ schema: pkg
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+ provider: hydra-colorlog
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+ - path: /optimum-benchmark/examples/energy_star
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+ schema: file
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+ provider: command-line
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+ - path: ''
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+ schema: structured
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+ provider: schema
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+ output_dir: /runs/text_generation/openai-community/gpt2
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+ choices:
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+ benchmark: energy_star
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+ launcher: process
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+ backend: pytorch
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+ hydra/env: default
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+ hydra/callbacks: null
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+ hydra/job_logging: colorlog
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+ hydra/hydra_logging: colorlog
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+ hydra/hydra_help: default
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+ hydra/help: default
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+ hydra/sweeper: basic
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+ hydra/launcher: basic
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+ hydra/output: default
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+ verbose: false
text_generation/openai-community/gpt2/.hydra/overrides.yaml ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ - backend.model=openai-community/gpt2
2
+ - backend.processor=openai-community/gpt2
text_generation/openai-community/gpt2/benchmark_report.json ADDED
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text_generation/openai-community/gpt2/cli.log ADDED
@@ -0,0 +1,188 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [2024-10-03 16:20:38,634][launcher][INFO] - ََAllocating process launcher
2
+ [2024-10-03 16:20:38,634][process][INFO] - + Setting multiprocessing start method to spawn.
3
+ [2024-10-03 16:20:38,647][process][INFO] - + Launched benchmark in isolated process 365.
4
+ [PROC-0][2024-10-03 16:20:41,130][datasets][INFO] - PyTorch version 2.4.0 available.
5
+ [PROC-0][2024-10-03 16:20:42,042][backend][INFO] - َAllocating pytorch backend
6
+ [PROC-0][2024-10-03 16:20:42,042][backend][INFO] - + Setting random seed to 42
7
+ [PROC-0][2024-10-03 16:20:42,549][pytorch][INFO] - + Using AutoModel class AutoModelForCausalLM
8
+ [PROC-0][2024-10-03 16:20:42,549][pytorch][INFO] - + Creating backend temporary directory
9
+ [PROC-0][2024-10-03 16:20:42,549][pytorch][INFO] - + Loading model with random weights
10
+ [PROC-0][2024-10-03 16:20:42,549][pytorch][INFO] - + Creating no weights model
11
+ [PROC-0][2024-10-03 16:20:42,550][pytorch][INFO] - + Creating no weights model directory
12
+ [PROC-0][2024-10-03 16:20:42,550][pytorch][INFO] - + Creating no weights model state dict
13
+ [PROC-0][2024-10-03 16:20:42,571][pytorch][INFO] - + Saving no weights model safetensors
14
+ [PROC-0][2024-10-03 16:20:42,572][pytorch][INFO] - + Saving no weights model pretrained config
15
+ [PROC-0][2024-10-03 16:20:42,573][pytorch][INFO] - + Loading no weights AutoModel
16
+ [PROC-0][2024-10-03 16:20:42,573][pytorch][INFO] - + Loading model directly on device: cuda
17
+ [PROC-0][2024-10-03 16:20:42,741][pytorch][INFO] - + Turning on model's eval mode
18
+ [PROC-0][2024-10-03 16:20:42,747][benchmark][INFO] - Allocating energy_star benchmark
19
+ [PROC-0][2024-10-03 16:20:42,747][energy_star][INFO] - + Loading raw dataset
20
+ [PROC-0][2024-10-03 16:20:43,121][energy_star][INFO] - + Updating Text Generation kwargs with default values
21
+ [PROC-0][2024-10-03 16:20:43,121][energy_star][INFO] - + Initializing Text Generation report
22
+ [PROC-0][2024-10-03 16:20:43,121][energy][INFO] - + Tracking GPU energy on devices [0]
23
+ [PROC-0][2024-10-03 16:20:47,307][energy_star][INFO] - + Preprocessing dataset
24
+ [PROC-0][2024-10-03 16:20:48,181][energy][INFO] - + Saving codecarbon emission data to preprocess_codecarbon.json
25
+ [PROC-0][2024-10-03 16:20:48,182][energy_star][INFO] - + Preparing backend for Inference
26
+ [PROC-0][2024-10-03 16:20:48,182][energy_star][INFO] - + Initialising dataloader
27
+ [PROC-0][2024-10-03 16:20:48,182][energy_star][INFO] - + Warming up backend for Inference
28
+ [PROC-0][2024-10-03 16:20:49,166][energy_star][INFO] - + Additional warmup for Text Generation
29
+ [PROC-0][2024-10-03 16:20:49,229][energy_star][INFO] - + Running Text Generation energy tracking for 10 iterations
30
+ [PROC-0][2024-10-03 16:20:49,229][energy_star][INFO] - + Prefill iteration 1/10
31
+ [PROC-0][2024-10-03 16:20:59,323][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
32
+ [PROC-0][2024-10-03 16:20:59,324][energy_star][INFO] - + Prefill iteration 2/10
33
+ [PROC-0][2024-10-03 16:21:09,370][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
34
+ [PROC-0][2024-10-03 16:21:09,370][energy_star][INFO] - + Prefill iteration 3/10
35
+ [PROC-0][2024-10-03 16:21:19,369][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
36
+ [PROC-0][2024-10-03 16:21:19,369][energy_star][INFO] - + Prefill iteration 4/10
37
+ [PROC-0][2024-10-03 16:21:29,401][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
38
+ [PROC-0][2024-10-03 16:21:29,401][energy_star][INFO] - + Prefill iteration 5/10
39
+ [PROC-0][2024-10-03 16:21:39,422][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
40
+ [PROC-0][2024-10-03 16:21:39,422][energy_star][INFO] - + Prefill iteration 6/10
41
+ [PROC-0][2024-10-03 16:21:49,437][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
42
+ [PROC-0][2024-10-03 16:21:49,437][energy_star][INFO] - + Prefill iteration 7/10
43
+ [PROC-0][2024-10-03 16:21:59,486][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
44
+ [PROC-0][2024-10-03 16:21:59,487][energy_star][INFO] - + Prefill iteration 8/10
45
+ [PROC-0][2024-10-03 16:22:09,554][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
46
+ [PROC-0][2024-10-03 16:22:09,554][energy_star][INFO] - + Prefill iteration 9/10
47
+ [PROC-0][2024-10-03 16:22:19,585][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
48
+ [PROC-0][2024-10-03 16:22:19,586][energy_star][INFO] - + Prefill iteration 10/10
49
+ [PROC-0][2024-10-03 16:22:29,634][energy][INFO] - + Saving codecarbon emission data to prefill_codecarbon.json
50
+ [PROC-0][2024-10-03 16:22:29,634][energy_star][INFO] - + Decoding iteration 1/10
51
+ [PROC-0][2024-10-03 16:23:32,132][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
52
+ [PROC-0][2024-10-03 16:23:32,132][energy_star][INFO] - + Decoding iteration 2/10
53
+ [PROC-0][2024-10-03 16:24:34,765][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
54
+ [PROC-0][2024-10-03 16:24:34,765][energy_star][INFO] - + Decoding iteration 3/10
55
+ [PROC-0][2024-10-03 16:25:37,348][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
56
+ [PROC-0][2024-10-03 16:25:37,348][energy_star][INFO] - + Decoding iteration 4/10
57
+ [PROC-0][2024-10-03 16:26:39,865][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
58
+ [PROC-0][2024-10-03 16:26:39,865][energy_star][INFO] - + Decoding iteration 5/10
59
+ [PROC-0][2024-10-03 16:27:42,346][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
60
+ [PROC-0][2024-10-03 16:27:42,346][energy_star][INFO] - + Decoding iteration 6/10
61
+ [PROC-0][2024-10-03 16:28:44,882][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
62
+ [PROC-0][2024-10-03 16:28:44,883][energy_star][INFO] - + Decoding iteration 7/10
63
+ [PROC-0][2024-10-03 16:29:47,083][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
64
+ [PROC-0][2024-10-03 16:29:47,083][energy_star][INFO] - + Decoding iteration 8/10
65
+ [PROC-0][2024-10-03 16:30:49,408][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
66
+ [PROC-0][2024-10-03 16:30:49,408][energy_star][INFO] - + Decoding iteration 9/10
67
+ [PROC-0][2024-10-03 16:31:51,748][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
68
+ [PROC-0][2024-10-03 16:31:51,748][energy_star][INFO] - + Decoding iteration 10/10
69
+ [PROC-0][2024-10-03 16:32:54,203][energy][INFO] - + Saving codecarbon emission data to generate_codecarbon.json
70
+ [PROC-0][2024-10-03 16:32:54,204][energy][INFO] - + prefill energy consumption:
71
+ [PROC-0][2024-10-03 16:32:54,204][energy][INFO] - + CPU: 0.000107 (kWh)
72
+ [PROC-0][2024-10-03 16:32:54,204][energy][INFO] - + GPU: 0.000576 (kWh)
73
+ [PROC-0][2024-10-03 16:32:54,204][energy][INFO] - + RAM: 0.000001 (kWh)
74
+ [PROC-0][2024-10-03 16:32:54,204][energy][INFO] - + total: 0.000684 (kWh)
75
+ [PROC-0][2024-10-03 16:32:54,204][energy][INFO] - + prefill_iteration_1 energy consumption:
76
+ [PROC-0][2024-10-03 16:32:54,205][energy][INFO] - + CPU: 0.000119 (kWh)
77
+ [PROC-0][2024-10-03 16:32:54,205][energy][INFO] - + GPU: 0.000636 (kWh)
78
+ [PROC-0][2024-10-03 16:32:54,205][energy][INFO] - + RAM: 0.000001 (kWh)
79
+ [PROC-0][2024-10-03 16:32:54,205][energy][INFO] - + total: 0.000756 (kWh)
80
+ [PROC-0][2024-10-03 16:32:54,205][energy][INFO] - + prefill_iteration_2 energy consumption:
81
+ [PROC-0][2024-10-03 16:32:54,205][energy][INFO] - + CPU: 0.000119 (kWh)
82
+ [PROC-0][2024-10-03 16:32:54,205][energy][INFO] - + GPU: 0.000631 (kWh)
83
+ [PROC-0][2024-10-03 16:32:54,205][energy][INFO] - + RAM: 0.000001 (kWh)
84
+ [PROC-0][2024-10-03 16:32:54,205][energy][INFO] - + total: 0.000750 (kWh)
85
+ [PROC-0][2024-10-03 16:32:54,205][energy][INFO] - + prefill_iteration_3 energy consumption:
86
+ [PROC-0][2024-10-03 16:32:54,205][energy][INFO] - + CPU: 0.000118 (kWh)
87
+ [PROC-0][2024-10-03 16:32:54,205][energy][INFO] - + GPU: 0.000631 (kWh)
88
+ [PROC-0][2024-10-03 16:32:54,205][energy][INFO] - + RAM: 0.000001 (kWh)
89
+ [PROC-0][2024-10-03 16:32:54,206][energy][INFO] - + total: 0.000751 (kWh)
90
+ [PROC-0][2024-10-03 16:32:54,206][energy][INFO] - + prefill_iteration_4 energy consumption:
91
+ [PROC-0][2024-10-03 16:32:54,206][energy][INFO] - + CPU: 0.000118 (kWh)
92
+ [PROC-0][2024-10-03 16:32:54,206][energy][INFO] - + GPU: 0.000641 (kWh)
93
+ [PROC-0][2024-10-03 16:32:54,206][energy][INFO] - + RAM: 0.000001 (kWh)
94
+ [PROC-0][2024-10-03 16:32:54,206][energy][INFO] - + total: 0.000761 (kWh)
95
+ [PROC-0][2024-10-03 16:32:54,206][energy][INFO] - + prefill_iteration_5 energy consumption:
96
+ [PROC-0][2024-10-03 16:32:54,206][energy][INFO] - + CPU: 0.000118 (kWh)
97
+ [PROC-0][2024-10-03 16:32:54,206][energy][INFO] - + GPU: 0.000635 (kWh)
98
+ [PROC-0][2024-10-03 16:32:54,206][energy][INFO] - + RAM: 0.000001 (kWh)
99
+ [PROC-0][2024-10-03 16:32:54,206][energy][INFO] - + total: 0.000755 (kWh)
100
+ [PROC-0][2024-10-03 16:32:54,207][energy][INFO] - + prefill_iteration_6 energy consumption:
101
+ [PROC-0][2024-10-03 16:32:54,207][energy][INFO] - + CPU: 0.000118 (kWh)
102
+ [PROC-0][2024-10-03 16:32:54,207][energy][INFO] - + GPU: 0.000642 (kWh)
103
+ [PROC-0][2024-10-03 16:32:54,207][energy][INFO] - + RAM: 0.000001 (kWh)
104
+ [PROC-0][2024-10-03 16:32:54,207][energy][INFO] - + total: 0.000762 (kWh)
105
+ [PROC-0][2024-10-03 16:32:54,207][energy][INFO] - + prefill_iteration_7 energy consumption:
106
+ [PROC-0][2024-10-03 16:32:54,207][energy][INFO] - + CPU: 0.000000 (kWh)
107
+ [PROC-0][2024-10-03 16:32:54,207][energy][INFO] - + GPU: 0.000000 (kWh)
108
+ [PROC-0][2024-10-03 16:32:54,207][energy][INFO] - + RAM: 0.000000 (kWh)
109
+ [PROC-0][2024-10-03 16:32:54,207][energy][INFO] - + total: 0.000000 (kWh)
110
+ [PROC-0][2024-10-03 16:32:54,207][energy][INFO] - + prefill_iteration_8 energy consumption:
111
+ [PROC-0][2024-10-03 16:32:54,207][energy][INFO] - + CPU: 0.000119 (kWh)
112
+ [PROC-0][2024-10-03 16:32:54,207][energy][INFO] - + GPU: 0.000643 (kWh)
113
+ [PROC-0][2024-10-03 16:32:54,208][energy][INFO] - + RAM: 0.000001 (kWh)
114
+ [PROC-0][2024-10-03 16:32:54,208][energy][INFO] - + total: 0.000763 (kWh)
115
+ [PROC-0][2024-10-03 16:32:54,208][energy][INFO] - + prefill_iteration_9 energy consumption:
116
+ [PROC-0][2024-10-03 16:32:54,208][energy][INFO] - + CPU: 0.000118 (kWh)
117
+ [PROC-0][2024-10-03 16:32:54,208][energy][INFO] - + GPU: 0.000655 (kWh)
118
+ [PROC-0][2024-10-03 16:32:54,208][energy][INFO] - + RAM: 0.000001 (kWh)
119
+ [PROC-0][2024-10-03 16:32:54,208][energy][INFO] - + total: 0.000774 (kWh)
120
+ [PROC-0][2024-10-03 16:32:54,208][energy][INFO] - + prefill_iteration_10 energy consumption:
121
+ [PROC-0][2024-10-03 16:32:54,208][energy][INFO] - + CPU: 0.000119 (kWh)
122
+ [PROC-0][2024-10-03 16:32:54,208][energy][INFO] - + GPU: 0.000648 (kWh)
123
+ [PROC-0][2024-10-03 16:32:54,208][energy][INFO] - + RAM: 0.000001 (kWh)
124
+ [PROC-0][2024-10-03 16:32:54,208][energy][INFO] - + total: 0.000768 (kWh)
125
+ [PROC-0][2024-10-03 16:32:54,209][energy][INFO] - + decode energy consumption:
126
+ [PROC-0][2024-10-03 16:32:54,209][energy][INFO] - + CPU: 0.000557 (kWh)
127
+ [PROC-0][2024-10-03 16:32:54,209][energy][INFO] - + GPU: 0.001333 (kWh)
128
+ [PROC-0][2024-10-03 16:32:54,209][energy][INFO] - + RAM: 0.000005 (kWh)
129
+ [PROC-0][2024-10-03 16:32:54,209][energy][INFO] - + total: 0.001896 (kWh)
130
+ [PROC-0][2024-10-03 16:32:54,209][energy][INFO] - + decode_iteration_1 energy consumption:
131
+ [PROC-0][2024-10-03 16:32:54,209][energy][INFO] - + CPU: 0.000619 (kWh)
132
+ [PROC-0][2024-10-03 16:32:54,209][energy][INFO] - + GPU: 0.001521 (kWh)
133
+ [PROC-0][2024-10-03 16:32:54,209][energy][INFO] - + RAM: 0.000006 (kWh)
134
+ [PROC-0][2024-10-03 16:32:54,209][energy][INFO] - + total: 0.002146 (kWh)
135
+ [PROC-0][2024-10-03 16:32:54,209][energy][INFO] - + decode_iteration_2 energy consumption:
136
+ [PROC-0][2024-10-03 16:32:54,209][energy][INFO] - + CPU: 0.000621 (kWh)
137
+ [PROC-0][2024-10-03 16:32:54,209][energy][INFO] - + GPU: 0.001521 (kWh)
138
+ [PROC-0][2024-10-03 16:32:54,210][energy][INFO] - + RAM: 0.000006 (kWh)
139
+ [PROC-0][2024-10-03 16:32:54,210][energy][INFO] - + total: 0.002148 (kWh)
140
+ [PROC-0][2024-10-03 16:32:54,210][energy][INFO] - + decode_iteration_3 energy consumption:
141
+ [PROC-0][2024-10-03 16:32:54,210][energy][INFO] - + CPU: 0.000621 (kWh)
142
+ [PROC-0][2024-10-03 16:32:54,210][energy][INFO] - + GPU: 0.001499 (kWh)
143
+ [PROC-0][2024-10-03 16:32:54,210][energy][INFO] - + RAM: 0.000006 (kWh)
144
+ [PROC-0][2024-10-03 16:32:54,210][energy][INFO] - + total: 0.002126 (kWh)
145
+ [PROC-0][2024-10-03 16:32:54,210][energy][INFO] - + decode_iteration_4 energy consumption:
146
+ [PROC-0][2024-10-03 16:32:54,210][energy][INFO] - + CPU: 0.000620 (kWh)
147
+ [PROC-0][2024-10-03 16:32:54,210][energy][INFO] - + GPU: 0.001475 (kWh)
148
+ [PROC-0][2024-10-03 16:32:54,210][energy][INFO] - + RAM: 0.000006 (kWh)
149
+ [PROC-0][2024-10-03 16:32:54,211][energy][INFO] - + total: 0.002100 (kWh)
150
+ [PROC-0][2024-10-03 16:32:54,211][energy][INFO] - + decode_iteration_5 energy consumption:
151
+ [PROC-0][2024-10-03 16:32:54,211][energy][INFO] - + CPU: -0.000118 (kWh)
152
+ [PROC-0][2024-10-03 16:32:54,211][energy][INFO] - + GPU: -0.000635 (kWh)
153
+ [PROC-0][2024-10-03 16:32:54,211][energy][INFO] - + RAM: -0.000001 (kWh)
154
+ [PROC-0][2024-10-03 16:32:54,211][energy][INFO] - + total: -0.000755 (kWh)
155
+ [PROC-0][2024-10-03 16:32:54,211][energy][INFO] - + decode_iteration_6 energy consumption:
156
+ [PROC-0][2024-10-03 16:32:54,211][energy][INFO] - + CPU: 0.000620 (kWh)
157
+ [PROC-0][2024-10-03 16:32:54,211][energy][INFO] - + GPU: 0.001473 (kWh)
158
+ [PROC-0][2024-10-03 16:32:54,211][energy][INFO] - + RAM: 0.000006 (kWh)
159
+ [PROC-0][2024-10-03 16:32:54,211][energy][INFO] - + total: 0.002099 (kWh)
160
+ [PROC-0][2024-10-03 16:32:54,211][energy][INFO] - + decode_iteration_7 energy consumption:
161
+ [PROC-0][2024-10-03 16:32:54,211][energy][INFO] - + CPU: 0.000734 (kWh)
162
+ [PROC-0][2024-10-03 16:32:54,212][energy][INFO] - + GPU: 0.002103 (kWh)
163
+ [PROC-0][2024-10-03 16:32:54,212][energy][INFO] - + RAM: 0.000007 (kWh)
164
+ [PROC-0][2024-10-03 16:32:54,212][energy][INFO] - + total: 0.002844 (kWh)
165
+ [PROC-0][2024-10-03 16:32:54,212][energy][INFO] - + decode_iteration_8 energy consumption:
166
+ [PROC-0][2024-10-03 16:32:54,212][energy][INFO] - + CPU: 0.000617 (kWh)
167
+ [PROC-0][2024-10-03 16:32:54,212][energy][INFO] - + GPU: 0.001465 (kWh)
168
+ [PROC-0][2024-10-03 16:32:54,212][energy][INFO] - + RAM: 0.000006 (kWh)
169
+ [PROC-0][2024-10-03 16:32:54,212][energy][INFO] - + total: 0.002088 (kWh)
170
+ [PROC-0][2024-10-03 16:32:54,212][energy][INFO] - + decode_iteration_9 energy consumption:
171
+ [PROC-0][2024-10-03 16:32:54,212][energy][INFO] - + CPU: 0.000618 (kWh)
172
+ [PROC-0][2024-10-03 16:32:54,212][energy][INFO] - + GPU: 0.001457 (kWh)
173
+ [PROC-0][2024-10-03 16:32:54,212][energy][INFO] - + RAM: 0.000006 (kWh)
174
+ [PROC-0][2024-10-03 16:32:54,213][energy][INFO] - + total: 0.002081 (kWh)
175
+ [PROC-0][2024-10-03 16:32:54,213][energy][INFO] - + decode_iteration_10 energy consumption:
176
+ [PROC-0][2024-10-03 16:32:54,213][energy][INFO] - + CPU: 0.000619 (kWh)
177
+ [PROC-0][2024-10-03 16:32:54,213][energy][INFO] - + GPU: 0.001456 (kWh)
178
+ [PROC-0][2024-10-03 16:32:54,213][energy][INFO] - + RAM: 0.000006 (kWh)
179
+ [PROC-0][2024-10-03 16:32:54,213][energy][INFO] - + total: 0.002081 (kWh)
180
+ [PROC-0][2024-10-03 16:32:54,213][energy][INFO] - + preprocess energy consumption:
181
+ [PROC-0][2024-10-03 16:32:54,213][energy][INFO] - + CPU: 0.000010 (kWh)
182
+ [PROC-0][2024-10-03 16:32:54,213][energy][INFO] - + GPU: 0.000016 (kWh)
183
+ [PROC-0][2024-10-03 16:32:54,213][energy][INFO] - + RAM: 0.000000 (kWh)
184
+ [PROC-0][2024-10-03 16:32:54,213][energy][INFO] - + total: 0.000027 (kWh)
185
+ [PROC-0][2024-10-03 16:32:54,214][energy][INFO] - + prefill energy efficiency: 367521869.704264 (tokens/kWh)
186
+ [PROC-0][2024-10-03 16:32:54,214][energy][INFO] - + decode energy efficiency: 4747405.442510 (tokens/kWh)
187
+ [PROC-0][2024-10-03 16:32:54,214][energy][INFO] - + preprocess energy efficiency: 37379409.985886 (samples/kWh)
188
+ [2024-10-03 16:32:54,903][datasets][INFO] - PyTorch version 2.4.0 available.
text_generation/openai-community/gpt2/experiment_config.json ADDED
@@ -0,0 +1,110 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "experiment_name": "text_generation",
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+ "task": "text-generation",
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+ "benchmark": {
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text_generation/openai-community/gpt2/generate_codecarbon.json ADDED
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+ "timestamp": "2024-10-03T16:32:54",
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+ "cpu_model": "AMD EPYC 7R32",
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+ "on_cloud": "N",
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+ "pue": 1.0
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text_generation/openai-community/gpt2/prefill_codecarbon.json ADDED
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text_generation/openai-community/gpt2/preprocess_codecarbon.json ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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