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Browse files- text_generation/distilbert/distilgpt2/benchmark_report.json +91 -91
- text_generation/distilbert/distilgpt2/cli.log +188 -188
- text_generation/distilbert/distilgpt2/generate_codecarbon.json +11 -11
- text_generation/distilbert/distilgpt2/prefill_codecarbon.json +11 -11
- text_generation/distilbert/distilgpt2/preprocess_codecarbon.json +11 -11
- text_generation/openai-community/gpt2/.hydra/config.yaml +96 -0
- text_generation/openai-community/gpt2/.hydra/hydra.yaml +175 -0
- text_generation/openai-community/gpt2/.hydra/overrides.yaml +2 -0
- text_generation/openai-community/gpt2/benchmark_report.json +203 -0
- text_generation/openai-community/gpt2/cli.log +188 -0
- text_generation/openai-community/gpt2/experiment_config.json +110 -0
- text_generation/openai-community/gpt2/generate_codecarbon.json +33 -0
- text_generation/openai-community/gpt2/prefill_codecarbon.json +33 -0
- text_generation/openai-community/gpt2/preprocess_codecarbon.json +33 -0
text_generation/distilbert/distilgpt2/benchmark_report.json
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|
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|
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|
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|
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|
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[PROC-0][2024-10-03
|
188 |
-
[2024-10-03
|
|
|
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-
|
3 |
"project_name": "codecarbon",
|
4 |
-
"run_id": "
|
5 |
-
"duration": -
|
6 |
-
"emissions": 0.
|
7 |
-
"emissions_rate": 1.
|
8 |
"cpu_power": 42.5,
|
9 |
-
"gpu_power":
|
10 |
-
"ram_power": 0.
|
11 |
-
"cpu_energy": 0.
|
12 |
-
"gpu_energy": 0.
|
13 |
-
"ram_energy": 4.
|
14 |
-
"energy_consumed": 0.
|
15 |
"country_name": "United States",
|
16 |
"country_iso_code": "USA",
|
17 |
"region": "virginia",
|
|
|
1 |
{
|
2 |
+
"timestamp": "2024-10-03T16:20:34",
|
3 |
"project_name": "codecarbon",
|
4 |
+
"run_id": "2adf6ee5-b498-41f1-8ea5-7db26ff3c0a8",
|
5 |
+
"duration": -1727837451.032989,
|
6 |
+
"emissions": 0.0006443622489772467,
|
7 |
+
"emissions_rate": 1.730795812945981e-05,
|
8 |
"cpu_power": 42.5,
|
9 |
+
"gpu_power": 125.88048928534731,
|
10 |
+
"ram_power": 0.41558074951171875,
|
11 |
+
"cpu_energy": 0.0004395345718595815,
|
12 |
+
"gpu_energy": 0.0013017713191939562,
|
13 |
+
"ram_energy": 4.297573622870913e-06,
|
14 |
+
"energy_consumed": 0.0017456034646764103,
|
15 |
"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 |
{
|
2 |
-
"timestamp": "2024-10-
|
3 |
"project_name": "codecarbon",
|
4 |
-
"run_id": "
|
5 |
-
"duration": -
|
6 |
-
"emissions": 0.
|
7 |
-
"emissions_rate": 2.
|
8 |
"cpu_power": 42.5,
|
9 |
-
"gpu_power":
|
10 |
-
"ram_power": 0.
|
11 |
-
"cpu_energy": 7.
|
12 |
-
"gpu_energy": 0.
|
13 |
-
"ram_energy": 7.
|
14 |
-
"energy_consumed": 0.
|
15 |
"country_name": "United States",
|
16 |
"country_iso_code": "USA",
|
17 |
"region": "virginia",
|
|
|
1 |
{
|
2 |
+
"timestamp": "2024-10-03T16:14:20",
|
3 |
"project_name": "codecarbon",
|
4 |
+
"run_id": "2adf6ee5-b498-41f1-8ea5-7db26ff3c0a8",
|
5 |
+
"duration": -1727837481.7821696,
|
6 |
+
"emissions": 0.00017763143323071772,
|
7 |
+
"emissions_rate": 2.7412018613296283e-05,
|
8 |
"cpu_power": 42.5,
|
9 |
+
"gpu_power": 224.42302118940205,
|
10 |
+
"ram_power": 0.4155564308166504,
|
11 |
+
"cpu_energy": 7.652338636873735e-05,
|
12 |
+
"gpu_energy": 0.0004039394898180948,
|
13 |
+
"ram_energy": 7.478803016753839e-07,
|
14 |
+
"energy_consumed": 0.0004812107564885074,
|
15 |
"country_name": "United States",
|
16 |
"country_iso_code": "USA",
|
17 |
"region": "virginia",
|
text_generation/distilbert/distilgpt2/preprocess_codecarbon.json
CHANGED
@@ -1,17 +1,17 @@
|
|
1 |
{
|
2 |
-
"timestamp": "2024-10-
|
3 |
"project_name": "codecarbon",
|
4 |
-
"run_id": "
|
5 |
-
"duration": -
|
6 |
-
"emissions": 1.
|
7 |
-
"emissions_rate": 1.
|
8 |
"cpu_power": 42.5,
|
9 |
-
"gpu_power":
|
10 |
-
"ram_power": 0.
|
11 |
-
"cpu_energy": 1.
|
12 |
-
"gpu_energy": 1.
|
13 |
-
"ram_energy": 6.
|
14 |
-
"energy_consumed": 2.
|
15 |
"country_name": "United States",
|
16 |
"country_iso_code": "USA",
|
17 |
"region": "virginia",
|
|
|
1 |
{
|
2 |
+
"timestamp": "2024-10-03T16:13:15",
|
3 |
"project_name": "codecarbon",
|
4 |
+
"run_id": "2adf6ee5-b498-41f1-8ea5-7db26ff3c0a8",
|
5 |
+
"duration": -1727837487.3824914,
|
6 |
+
"emissions": 1.0267189728985844e-05,
|
7 |
+
"emissions_rate": 1.166972137755747e-05,
|
8 |
"cpu_power": 42.5,
|
9 |
+
"gpu_power": 70.93355575736284,
|
10 |
+
"ram_power": 0.28647279739379883,
|
11 |
+
"cpu_energy": 1.041150498076604e-05,
|
12 |
+
"gpu_energy": 1.7332791643953627e-05,
|
13 |
+
"ram_energy": 6.99367383534065e-08,
|
14 |
+
"energy_consumed": 2.7814233363073072e-05,
|
15 |
"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: {}
|
69 |
+
experiment_name: text_generation
|
70 |
+
environment:
|
71 |
+
cpu: ' AMD EPYC 7R32'
|
72 |
+
cpu_count: 48
|
73 |
+
cpu_ram_mb: 200472.73984
|
74 |
+
system: Linux
|
75 |
+
machine: x86_64
|
76 |
+
platform: Linux-5.10.192-183.736.amzn2.x86_64-x86_64-with-glibc2.35
|
77 |
+
processor: x86_64
|
78 |
+
python_version: 3.9.20
|
79 |
+
gpu:
|
80 |
+
- NVIDIA A10G
|
81 |
+
gpu_count: 1
|
82 |
+
gpu_vram_mb: 24146608128
|
83 |
+
optimum_benchmark_version: 0.2.0
|
84 |
+
optimum_benchmark_commit: null
|
85 |
+
transformers_version: 4.44.0
|
86 |
+
transformers_commit: null
|
87 |
+
accelerate_version: 0.33.0
|
88 |
+
accelerate_commit: null
|
89 |
+
diffusers_version: 0.30.0
|
90 |
+
diffusers_commit: null
|
91 |
+
optimum_version: null
|
92 |
+
optimum_commit: null
|
93 |
+
timm_version: null
|
94 |
+
timm_commit: null
|
95 |
+
peft_version: null
|
96 |
+
peft_commit: null
|
text_generation/openai-community/gpt2/.hydra/hydra.yaml
ADDED
@@ -0,0 +1,175 @@
|
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|
1 |
+
hydra:
|
2 |
+
run:
|
3 |
+
dir: ./runs/text_generation/openai-community/gpt2/
|
4 |
+
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
|
9 |
+
sweeper:
|
10 |
+
_target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper
|
11 |
+
max_batch_size: null
|
12 |
+
params: null
|
13 |
+
help:
|
14 |
+
app_name: ${hydra.job.name}
|
15 |
+
header: '${hydra.help.app_name} is powered by Hydra.
|
16 |
+
|
17 |
+
'
|
18 |
+
footer: 'Powered by Hydra (https://hydra.cc)
|
19 |
+
|
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 |
+
${hydra.help.footer}
|
42 |
+
|
43 |
+
'
|
44 |
+
hydra_help:
|
45 |
+
template: 'Hydra (${hydra.runtime.version})
|
46 |
+
|
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
|
70 |
+
formatters:
|
71 |
+
colorlog:
|
72 |
+
(): colorlog.ColoredFormatter
|
73 |
+
format: '[%(cyan)s%(asctime)s%(reset)s][%(purple)sHYDRA%(reset)s] %(message)s'
|
74 |
+
handlers:
|
75 |
+
console:
|
76 |
+
class: logging.StreamHandler
|
77 |
+
formatter: colorlog
|
78 |
+
stream: ext://sys.stdout
|
79 |
+
root:
|
80 |
+
level: INFO
|
81 |
+
handlers:
|
82 |
+
- console
|
83 |
+
disable_existing_loggers: false
|
84 |
+
job_logging:
|
85 |
+
version: 1
|
86 |
+
formatters:
|
87 |
+
simple:
|
88 |
+
format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s'
|
89 |
+
colorlog:
|
90 |
+
(): colorlog.ColoredFormatter
|
91 |
+
format: '[%(cyan)s%(asctime)s%(reset)s][%(blue)s%(name)s%(reset)s][%(log_color)s%(levelname)s%(reset)s]
|
92 |
+
- %(message)s'
|
93 |
+
log_colors:
|
94 |
+
DEBUG: purple
|
95 |
+
INFO: green
|
96 |
+
WARNING: yellow
|
97 |
+
ERROR: red
|
98 |
+
CRITICAL: red
|
99 |
+
handlers:
|
100 |
+
console:
|
101 |
+
class: logging.StreamHandler
|
102 |
+
formatter: colorlog
|
103 |
+
stream: ext://sys.stdout
|
104 |
+
file:
|
105 |
+
class: logging.FileHandler
|
106 |
+
formatter: simple
|
107 |
+
filename: ${hydra.job.name}.log
|
108 |
+
root:
|
109 |
+
level: INFO
|
110 |
+
handlers:
|
111 |
+
- console
|
112 |
+
- file
|
113 |
+
disable_existing_loggers: false
|
114 |
+
env: {}
|
115 |
+
mode: RUN
|
116 |
+
searchpath: []
|
117 |
+
callbacks: {}
|
118 |
+
output_subdir: .hydra
|
119 |
+
overrides:
|
120 |
+
hydra:
|
121 |
+
- hydra.run.dir=./runs/text_generation/openai-community/gpt2/
|
122 |
+
- hydra.mode=RUN
|
123 |
+
task:
|
124 |
+
- backend.model=openai-community/gpt2
|
125 |
+
- backend.processor=openai-community/gpt2
|
126 |
+
job:
|
127 |
+
name: cli
|
128 |
+
chdir: true
|
129 |
+
override_dirname: backend.model=openai-community/gpt2,backend.processor=openai-community/gpt2
|
130 |
+
id: ???
|
131 |
+
num: ???
|
132 |
+
config_name: text_generation
|
133 |
+
env_set:
|
134 |
+
OVERRIDE_BENCHMARKS: '1'
|
135 |
+
env_copy: []
|
136 |
+
config:
|
137 |
+
override_dirname:
|
138 |
+
kv_sep: '='
|
139 |
+
item_sep: ','
|
140 |
+
exclude_keys: []
|
141 |
+
runtime:
|
142 |
+
version: 1.3.2
|
143 |
+
version_base: '1.3'
|
144 |
+
cwd: /
|
145 |
+
config_sources:
|
146 |
+
- path: hydra.conf
|
147 |
+
schema: pkg
|
148 |
+
provider: hydra
|
149 |
+
- path: optimum_benchmark
|
150 |
+
schema: pkg
|
151 |
+
provider: main
|
152 |
+
- path: hydra_plugins.hydra_colorlog.conf
|
153 |
+
schema: pkg
|
154 |
+
provider: hydra-colorlog
|
155 |
+
- path: /optimum-benchmark/examples/energy_star
|
156 |
+
schema: file
|
157 |
+
provider: command-line
|
158 |
+
- path: ''
|
159 |
+
schema: structured
|
160 |
+
provider: schema
|
161 |
+
output_dir: /runs/text_generation/openai-community/gpt2
|
162 |
+
choices:
|
163 |
+
benchmark: energy_star
|
164 |
+
launcher: process
|
165 |
+
backend: pytorch
|
166 |
+
hydra/env: default
|
167 |
+
hydra/callbacks: null
|
168 |
+
hydra/job_logging: colorlog
|
169 |
+
hydra/hydra_logging: colorlog
|
170 |
+
hydra/hydra_help: default
|
171 |
+
hydra/help: default
|
172 |
+
hydra/sweeper: basic
|
173 |
+
hydra/launcher: basic
|
174 |
+
hydra/output: default
|
175 |
+
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
@@ -0,0 +1,203 @@
|
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|
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|
1 |
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{
|
2 |
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"prefill": {
|
3 |
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"memory": null,
|
4 |
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|
5 |
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|
6 |
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"energy": {
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7 |
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"unit": "kWh",
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"total": 0.0006839021585361823
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},
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"efficiency": {
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14 |
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"unit": "tokens/kWh",
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15 |
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"value": 367521869.7042644
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16 |
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},
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17 |
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"measures": [
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18 |
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{
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19 |
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"unit": "kWh",
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},
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},
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"unit": "tokens/kWh",
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103 |
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"value": 4747405.442510327
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104 |
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},
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105 |
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"measures": [
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106 |
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{
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{
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},
|
127 |
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{
|
128 |
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"unit": "kWh",
|
129 |
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"cpu": 0.0006196130870383866,
|
130 |
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"ram": 5.979965331521323e-06,
|
131 |
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"gpu": 0.0014748322909760025,
|
132 |
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"total": 0.0021004253433459085
|
133 |
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},
|
134 |
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{
|
135 |
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"unit": "kWh",
|
136 |
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"cpu": -0.00011828797917799722,
|
137 |
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"ram": -1.1409893719530063e-06,
|
138 |
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"gpu": -0.0006352713415500588,
|
139 |
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"total": -0.0007547003101000091
|
140 |
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},
|
141 |
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{
|
142 |
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"unit": "kWh",
|
143 |
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"cpu": 0.0006200524756139808,
|
144 |
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"ram": 5.983357746160501e-06,
|
145 |
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"gpu": 0.001473049789549874,
|
146 |
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"total": 0.0020990856229100145
|
147 |
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},
|
148 |
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{
|
149 |
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"unit": "kWh",
|
150 |
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"cpu": 0.000734297843694407,
|
151 |
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"ram": 7.085646692292894e-06,
|
152 |
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"gpu": 0.0021028139044720895,
|
153 |
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"total": 0.002844197394858791
|
154 |
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},
|
155 |
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{
|
156 |
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"unit": "kWh",
|
157 |
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"cpu": 0.0006169332769154102,
|
158 |
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"ram": 5.953729880194566e-06,
|
159 |
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"gpu": 0.0014646739495158823,
|
160 |
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"total": 0.002087560956311487
|
161 |
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},
|
162 |
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{
|
163 |
+
"unit": "kWh",
|
164 |
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"cpu": 0.0006175270334010239,
|
165 |
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"ram": 5.959783665946602e-06,
|
166 |
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"gpu": 0.0014571717212921165,
|
167 |
+
"total": 0.002080658538359088
|
168 |
+
},
|
169 |
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{
|
170 |
+
"unit": "kWh",
|
171 |
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"cpu": 0.0006186919925538351,
|
172 |
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"ram": 5.970629907473892e-06,
|
173 |
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"gpu": 0.0014562183871958956,
|
174 |
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"total": 0.0020808810096572105
|
175 |
+
}
|
176 |
+
]
|
177 |
+
},
|
178 |
+
"per_token": {
|
179 |
+
"memory": null,
|
180 |
+
"latency": null,
|
181 |
+
"throughput": null,
|
182 |
+
"energy": null,
|
183 |
+
"efficiency": null,
|
184 |
+
"measures": null
|
185 |
+
},
|
186 |
+
"preprocess": {
|
187 |
+
"memory": null,
|
188 |
+
"latency": null,
|
189 |
+
"throughput": null,
|
190 |
+
"energy": {
|
191 |
+
"unit": "kWh",
|
192 |
+
"cpu": 1.0307657458239798e-05,
|
193 |
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"ram": 6.919232136463581e-08,
|
194 |
+
"gpu": 1.6375846434102392e-05,
|
195 |
+
"total": 2.6752696213706827e-05
|
196 |
+
},
|
197 |
+
"efficiency": {
|
198 |
+
"unit": "samples/kWh",
|
199 |
+
"value": 37379409.98588572
|
200 |
+
},
|
201 |
+
"measures": null
|
202 |
+
}
|
203 |
+
}
|
text_generation/openai-community/gpt2/cli.log
ADDED
@@ -0,0 +1,188 @@
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|
|
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 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"experiment_name": "text_generation",
|
3 |
+
"backend": {
|
4 |
+
"name": "pytorch",
|
5 |
+
"version": "2.4.0",
|
6 |
+
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
7 |
+
"task": "text-generation",
|
8 |
+
"model": "openai-community/gpt2",
|
9 |
+
"processor": "openai-community/gpt2",
|
10 |
+
"library": "transformers",
|
11 |
+
"device": "cuda",
|
12 |
+
"device_ids": "0",
|
13 |
+
"seed": 42,
|
14 |
+
"inter_op_num_threads": null,
|
15 |
+
"intra_op_num_threads": null,
|
16 |
+
"hub_kwargs": {
|
17 |
+
"revision": "main",
|
18 |
+
"force_download": false,
|
19 |
+
"local_files_only": false,
|
20 |
+
"trust_remote_code": true
|
21 |
+
},
|
22 |
+
"no_weights": true,
|
23 |
+
"device_map": null,
|
24 |
+
"torch_dtype": null,
|
25 |
+
"amp_autocast": false,
|
26 |
+
"amp_dtype": null,
|
27 |
+
"eval_mode": true,
|
28 |
+
"to_bettertransformer": false,
|
29 |
+
"low_cpu_mem_usage": null,
|
30 |
+
"attn_implementation": null,
|
31 |
+
"cache_implementation": null,
|
32 |
+
"torch_compile": false,
|
33 |
+
"torch_compile_config": {},
|
34 |
+
"quantization_scheme": null,
|
35 |
+
"quantization_config": {},
|
36 |
+
"deepspeed_inference": false,
|
37 |
+
"deepspeed_inference_config": {},
|
38 |
+
"peft_type": null,
|
39 |
+
"peft_config": {}
|
40 |
+
},
|
41 |
+
"launcher": {
|
42 |
+
"name": "process",
|
43 |
+
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
|
44 |
+
"device_isolation": false,
|
45 |
+
"device_isolation_action": "warn",
|
46 |
+
"start_method": "spawn"
|
47 |
+
},
|
48 |
+
"benchmark": {
|
49 |
+
"name": "energy_star",
|
50 |
+
"_target_": "optimum_benchmark.benchmarks.energy_star.benchmark.EnergyStarBenchmark",
|
51 |
+
"dataset_name": "EnergyStarAI/text_generation",
|
52 |
+
"dataset_config": "",
|
53 |
+
"dataset_split": "train",
|
54 |
+
"num_samples": 1000,
|
55 |
+
"input_shapes": {
|
56 |
+
"batch_size": 1
|
57 |
+
},
|
58 |
+
"text_column_name": "text",
|
59 |
+
"truncation": true,
|
60 |
+
"max_length": -1,
|
61 |
+
"dataset_prefix1": "",
|
62 |
+
"dataset_prefix2": "",
|
63 |
+
"t5_task": "",
|
64 |
+
"image_column_name": "image",
|
65 |
+
"resize": false,
|
66 |
+
"question_column_name": "question",
|
67 |
+
"context_column_name": "context",
|
68 |
+
"sentence1_column_name": "sentence1",
|
69 |
+
"sentence2_column_name": "sentence2",
|
70 |
+
"audio_column_name": "audio",
|
71 |
+
"iterations": 10,
|
72 |
+
"warmup_runs": 10,
|
73 |
+
"energy": true,
|
74 |
+
"forward_kwargs": {},
|
75 |
+
"generate_kwargs": {
|
76 |
+
"max_new_tokens": 10,
|
77 |
+
"min_new_tokens": 10
|
78 |
+
},
|
79 |
+
"call_kwargs": {}
|
80 |
+
},
|
81 |
+
"environment": {
|
82 |
+
"cpu": " AMD EPYC 7R32",
|
83 |
+
"cpu_count": 48,
|
84 |
+
"cpu_ram_mb": 200472.73984,
|
85 |
+
"system": "Linux",
|
86 |
+
"machine": "x86_64",
|
87 |
+
"platform": "Linux-5.10.192-183.736.amzn2.x86_64-x86_64-with-glibc2.35",
|
88 |
+
"processor": "x86_64",
|
89 |
+
"python_version": "3.9.20",
|
90 |
+
"gpu": [
|
91 |
+
"NVIDIA A10G"
|
92 |
+
],
|
93 |
+
"gpu_count": 1,
|
94 |
+
"gpu_vram_mb": 24146608128,
|
95 |
+
"optimum_benchmark_version": "0.2.0",
|
96 |
+
"optimum_benchmark_commit": null,
|
97 |
+
"transformers_version": "4.44.0",
|
98 |
+
"transformers_commit": null,
|
99 |
+
"accelerate_version": "0.33.0",
|
100 |
+
"accelerate_commit": null,
|
101 |
+
"diffusers_version": "0.30.0",
|
102 |
+
"diffusers_commit": null,
|
103 |
+
"optimum_version": null,
|
104 |
+
"optimum_commit": null,
|
105 |
+
"timm_version": null,
|
106 |
+
"timm_commit": null,
|
107 |
+
"peft_version": null,
|
108 |
+
"peft_commit": null
|
109 |
+
}
|
110 |
+
}
|
text_generation/openai-community/gpt2/generate_codecarbon.json
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"timestamp": "2024-10-03T16:32:54",
|
3 |
+
"project_name": "codecarbon",
|
4 |
+
"run_id": "9bf4fba4-06ac-4d02-a143-4c575a3803b1",
|
5 |
+
"duration": -1727837425.8094995,
|
6 |
+
"emissions": 0.0010515484963188274,
|
7 |
+
"emissions_rate": 1.6837518591606742e-05,
|
8 |
+
"cpu_power": 42.5,
|
9 |
+
"gpu_power": 121.29868975533846,
|
10 |
+
"ram_power": 0.41013479232788086,
|
11 |
+
"cpu_energy": 0.0007373112691721161,
|
12 |
+
"gpu_energy": 0.0021042614056300257,
|
13 |
+
"ram_energy": 7.114847415235124e-06,
|
14 |
+
"energy_consumed": 0.002848687522217383,
|
15 |
+
"country_name": "United States",
|
16 |
+
"country_iso_code": "USA",
|
17 |
+
"region": "virginia",
|
18 |
+
"cloud_provider": "",
|
19 |
+
"cloud_region": "",
|
20 |
+
"os": "Linux-5.10.192-183.736.amzn2.x86_64-x86_64-with-glibc2.35",
|
21 |
+
"python_version": "3.9.20",
|
22 |
+
"codecarbon_version": "2.5.1",
|
23 |
+
"cpu_count": 48,
|
24 |
+
"cpu_model": "AMD EPYC 7R32",
|
25 |
+
"gpu_count": 1,
|
26 |
+
"gpu_model": "1 x NVIDIA A10G",
|
27 |
+
"longitude": -77.4903,
|
28 |
+
"latitude": 39.0469,
|
29 |
+
"ram_total_size": 186.7047882080078,
|
30 |
+
"tracking_mode": "process",
|
31 |
+
"on_cloud": "N",
|
32 |
+
"pue": 1.0
|
33 |
+
}
|
text_generation/openai-community/gpt2/prefill_codecarbon.json
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"timestamp": "2024-10-03T16:22:29",
|
3 |
+
"project_name": "codecarbon",
|
4 |
+
"run_id": "9bf4fba4-06ac-4d02-a143-4c575a3803b1",
|
5 |
+
"duration": -1727837478.2163825,
|
6 |
+
"emissions": 0.00028342377935435805,
|
7 |
+
"emissions_rate": 2.821309853237542e-05,
|
8 |
+
"cpu_power": 42.5,
|
9 |
+
"gpu_power": 232.23952577062147,
|
10 |
+
"ram_power": 0.4100804328918457,
|
11 |
+
"cpu_energy": 0.00011861927661828094,
|
12 |
+
"gpu_energy": 0.0006480430184341301,
|
13 |
+
"ram_energy": 1.144217507761232e-06,
|
14 |
+
"energy_consumed": 0.0007678065125601725,
|
15 |
+
"country_name": "United States",
|
16 |
+
"country_iso_code": "USA",
|
17 |
+
"region": "virginia",
|
18 |
+
"cloud_provider": "",
|
19 |
+
"cloud_region": "",
|
20 |
+
"os": "Linux-5.10.192-183.736.amzn2.x86_64-x86_64-with-glibc2.35",
|
21 |
+
"python_version": "3.9.20",
|
22 |
+
"codecarbon_version": "2.5.1",
|
23 |
+
"cpu_count": 48,
|
24 |
+
"cpu_model": "AMD EPYC 7R32",
|
25 |
+
"gpu_count": 1,
|
26 |
+
"gpu_model": "1 x NVIDIA A10G",
|
27 |
+
"longitude": -77.4903,
|
28 |
+
"latitude": 39.0469,
|
29 |
+
"ram_total_size": 186.7047882080078,
|
30 |
+
"tracking_mode": "process",
|
31 |
+
"on_cloud": "N",
|
32 |
+
"pue": 1.0
|
33 |
+
}
|
text_generation/openai-community/gpt2/preprocess_codecarbon.json
ADDED
@@ -0,0 +1,33 @@
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|
1 |
+
{
|
2 |
+
"timestamp": "2024-10-03T16:20:48",
|
3 |
+
"project_name": "codecarbon",
|
4 |
+
"run_id": "9bf4fba4-06ac-4d02-a143-4c575a3803b1",
|
5 |
+
"duration": -1727837487.3913462,
|
6 |
+
"emissions": 9.875339873746625e-06,
|
7 |
+
"emissions_rate": 1.133813914778916e-05,
|
8 |
+
"cpu_power": 42.5,
|
9 |
+
"gpu_power": 67.69576257529128,
|
10 |
+
"ram_power": 0.28629398345947266,
|
11 |
+
"cpu_energy": 1.0307657458239798e-05,
|
12 |
+
"gpu_energy": 1.6375846434102392e-05,
|
13 |
+
"ram_energy": 6.919232136463581e-08,
|
14 |
+
"energy_consumed": 2.6752696213706827e-05,
|
15 |
+
"country_name": "United States",
|
16 |
+
"country_iso_code": "USA",
|
17 |
+
"region": "virginia",
|
18 |
+
"cloud_provider": "",
|
19 |
+
"cloud_region": "",
|
20 |
+
"os": "Linux-5.10.192-183.736.amzn2.x86_64-x86_64-with-glibc2.35",
|
21 |
+
"python_version": "3.9.20",
|
22 |
+
"codecarbon_version": "2.5.1",
|
23 |
+
"cpu_count": 48,
|
24 |
+
"cpu_model": "AMD EPYC 7R32",
|
25 |
+
"gpu_count": 1,
|
26 |
+
"gpu_model": "1 x NVIDIA A10G",
|
27 |
+
"longitude": -77.4903,
|
28 |
+
"latitude": 39.0469,
|
29 |
+
"ram_total_size": 186.7047882080078,
|
30 |
+
"tracking_mode": "process",
|
31 |
+
"on_cloud": "N",
|
32 |
+
"pue": 1.0
|
33 |
+
}
|