File size: 15,974 Bytes
13fb983
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
[2024-10-03 18:51:25,930][launcher][INFO] - ََAllocating process launcher
[2024-10-03 18:51:25,930][process][INFO] - 	+ Setting multiprocessing start method to spawn.
[2024-10-03 18:51:25,944][process][INFO] - 	+ Launched benchmark in isolated process 365.
[PROC-0][2024-10-03 18:51:28,553][datasets][INFO] - PyTorch version 2.4.0 available.
[PROC-0][2024-10-03 18:51:29,453][backend][INFO] - َAllocating pytorch backend
[PROC-0][2024-10-03 18:51:29,453][backend][INFO] - 	+ Setting random seed to 42
[PROC-0][2024-10-03 18:51:30,052][pytorch][INFO] - 	+ Using AutoModel class AutoModelForCausalLM
[PROC-0][2024-10-03 18:51:30,053][pytorch][INFO] - 	+ Creating backend temporary directory
[PROC-0][2024-10-03 18:51:30,053][pytorch][INFO] - 	+ Loading model with random weights
[PROC-0][2024-10-03 18:51:30,053][pytorch][INFO] - 	+ Creating no weights model
[PROC-0][2024-10-03 18:51:30,053][pytorch][INFO] - 	+ Creating no weights model directory
[PROC-0][2024-10-03 18:51:30,053][pytorch][INFO] - 	+ Creating no weights model state dict
[PROC-0][2024-10-03 18:51:30,074][pytorch][INFO] - 	+ Saving no weights model safetensors
[PROC-0][2024-10-03 18:51:30,074][pytorch][INFO] - 	+ Saving no weights model pretrained config
[PROC-0][2024-10-03 18:51:30,075][pytorch][INFO] - 	+ Loading no weights AutoModel
[PROC-0][2024-10-03 18:51:30,075][pytorch][INFO] - 	+ Loading model directly on device: cuda
[PROC-0][2024-10-03 18:51:30,232][pytorch][INFO] - 	+ Turning on model's eval mode
[PROC-0][2024-10-03 18:51:30,238][benchmark][INFO] - Allocating energy_star benchmark
[PROC-0][2024-10-03 18:51:30,238][energy_star][INFO] - 	+ Loading raw dataset
[PROC-0][2024-10-03 18:51:30,657][energy_star][INFO] - 	+ Updating Text Generation kwargs with default values
[PROC-0][2024-10-03 18:51:30,658][energy_star][INFO] - 	+ Initializing Text Generation report
[PROC-0][2024-10-03 18:51:30,658][energy][INFO] - 	+ Tracking GPU energy on devices [0]
[PROC-0][2024-10-03 18:51:34,862][energy_star][INFO] - 	+ Preprocessing dataset
[PROC-0][2024-10-03 18:51:35,749][energy][INFO] - 	+ Saving codecarbon emission data to preprocess_codecarbon.json
[PROC-0][2024-10-03 18:51:35,749][energy_star][INFO] - 	+ Preparing backend for Inference
[PROC-0][2024-10-03 18:51:35,749][energy_star][INFO] - 	+ Initialising dataloader
[PROC-0][2024-10-03 18:51:35,750][energy_star][INFO] - 	+ Warming up backend for Inference
[PROC-0][2024-10-03 18:51:36,630][energy_star][INFO] - 	+ Additional warmup for Text Generation
[PROC-0][2024-10-03 18:51:36,696][energy_star][INFO] - 	+ Running Text Generation energy tracking for 10 iterations
[PROC-0][2024-10-03 18:51:36,696][energy_star][INFO] - 	+ Prefill iteration 1/10
[PROC-0][2024-10-03 18:51:46,971][energy][INFO] - 	+ Saving codecarbon emission data to prefill_codecarbon.json
[PROC-0][2024-10-03 18:51:46,972][energy_star][INFO] - 	+ Prefill iteration 2/10
[PROC-0][2024-10-03 18:51:57,182][energy][INFO] - 	+ Saving codecarbon emission data to prefill_codecarbon.json
[PROC-0][2024-10-03 18:51:57,182][energy_star][INFO] - 	+ Prefill iteration 3/10
[PROC-0][2024-10-03 18:52:07,394][energy][INFO] - 	+ Saving codecarbon emission data to prefill_codecarbon.json
[PROC-0][2024-10-03 18:52:07,395][energy_star][INFO] - 	+ Prefill iteration 4/10
[PROC-0][2024-10-03 18:52:17,656][energy][INFO] - 	+ Saving codecarbon emission data to prefill_codecarbon.json
[PROC-0][2024-10-03 18:52:17,656][energy_star][INFO] - 	+ Prefill iteration 5/10
[PROC-0][2024-10-03 18:52:27,874][energy][INFO] - 	+ Saving codecarbon emission data to prefill_codecarbon.json
[PROC-0][2024-10-03 18:52:27,875][energy_star][INFO] - 	+ Prefill iteration 6/10
[PROC-0][2024-10-03 18:52:38,089][energy][INFO] - 	+ Saving codecarbon emission data to prefill_codecarbon.json
[PROC-0][2024-10-03 18:52:38,090][energy_star][INFO] - 	+ Prefill iteration 7/10
[PROC-0][2024-10-03 18:52:48,301][energy][INFO] - 	+ Saving codecarbon emission data to prefill_codecarbon.json
[PROC-0][2024-10-03 18:52:48,302][energy_star][INFO] - 	+ Prefill iteration 8/10
[PROC-0][2024-10-03 18:52:58,499][energy][INFO] - 	+ Saving codecarbon emission data to prefill_codecarbon.json
[PROC-0][2024-10-03 18:52:58,499][energy_star][INFO] - 	+ Prefill iteration 9/10
[PROC-0][2024-10-03 18:53:08,697][energy][INFO] - 	+ Saving codecarbon emission data to prefill_codecarbon.json
[PROC-0][2024-10-03 18:53:08,698][energy_star][INFO] - 	+ Prefill iteration 10/10
[PROC-0][2024-10-03 18:53:18,930][energy][INFO] - 	+ Saving codecarbon emission data to prefill_codecarbon.json
[PROC-0][2024-10-03 18:53:18,931][energy_star][INFO] - 	+ Decoding iteration 1/10
[PROC-0][2024-10-03 18:54:25,329][energy][INFO] - 	+ Saving codecarbon emission data to generate_codecarbon.json
[PROC-0][2024-10-03 18:54:25,330][energy_star][INFO] - 	+ Decoding iteration 2/10
[PROC-0][2024-10-03 18:55:31,618][energy][INFO] - 	+ Saving codecarbon emission data to generate_codecarbon.json
[PROC-0][2024-10-03 18:55:31,618][energy_star][INFO] - 	+ Decoding iteration 3/10
[PROC-0][2024-10-03 18:56:37,679][energy][INFO] - 	+ Saving codecarbon emission data to generate_codecarbon.json
[PROC-0][2024-10-03 18:56:37,679][energy_star][INFO] - 	+ Decoding iteration 4/10
[PROC-0][2024-10-03 18:57:43,532][energy][INFO] - 	+ Saving codecarbon emission data to generate_codecarbon.json
[PROC-0][2024-10-03 18:57:43,532][energy_star][INFO] - 	+ Decoding iteration 5/10
[PROC-0][2024-10-03 18:58:48,869][energy][INFO] - 	+ Saving codecarbon emission data to generate_codecarbon.json
[PROC-0][2024-10-03 18:58:48,869][energy_star][INFO] - 	+ Decoding iteration 6/10
[PROC-0][2024-10-03 18:59:54,569][energy][INFO] - 	+ Saving codecarbon emission data to generate_codecarbon.json
[PROC-0][2024-10-03 18:59:54,570][energy_star][INFO] - 	+ Decoding iteration 7/10
[PROC-0][2024-10-03 19:01:00,352][energy][INFO] - 	+ Saving codecarbon emission data to generate_codecarbon.json
[PROC-0][2024-10-03 19:01:00,352][energy_star][INFO] - 	+ Decoding iteration 8/10
[PROC-0][2024-10-03 19:02:06,253][energy][INFO] - 	+ Saving codecarbon emission data to generate_codecarbon.json
[PROC-0][2024-10-03 19:02:06,254][energy_star][INFO] - 	+ Decoding iteration 9/10
[PROC-0][2024-10-03 19:03:11,882][energy][INFO] - 	+ Saving codecarbon emission data to generate_codecarbon.json
[PROC-0][2024-10-03 19:03:11,882][energy_star][INFO] - 	+ Decoding iteration 10/10
[PROC-0][2024-10-03 19:04:17,950][energy][INFO] - 	+ Saving codecarbon emission data to generate_codecarbon.json
[PROC-0][2024-10-03 19:04:17,951][energy][INFO] - 		+ prefill energy consumption:
[PROC-0][2024-10-03 19:04:17,951][energy][INFO] - 			+ CPU: 0.000109 (kWh)
[PROC-0][2024-10-03 19:04:17,951][energy][INFO] - 			+ GPU: 0.000569 (kWh)
[PROC-0][2024-10-03 19:04:17,951][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:04:17,951][energy][INFO] - 			+ total: 0.000678 (kWh)
[PROC-0][2024-10-03 19:04:17,951][energy][INFO] - 		+ prefill_iteration_1 energy consumption:
[PROC-0][2024-10-03 19:04:17,951][energy][INFO] - 			+ CPU: 0.000121 (kWh)
[PROC-0][2024-10-03 19:04:17,951][energy][INFO] - 			+ GPU: 0.000620 (kWh)
[PROC-0][2024-10-03 19:04:17,951][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:04:17,951][energy][INFO] - 			+ total: 0.000742 (kWh)
[PROC-0][2024-10-03 19:04:17,952][energy][INFO] - 		+ prefill_iteration_2 energy consumption:
[PROC-0][2024-10-03 19:04:17,952][energy][INFO] - 			+ CPU: 0.000121 (kWh)
[PROC-0][2024-10-03 19:04:17,952][energy][INFO] - 			+ GPU: 0.000620 (kWh)
[PROC-0][2024-10-03 19:04:17,952][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:04:17,952][energy][INFO] - 			+ total: 0.000741 (kWh)
[PROC-0][2024-10-03 19:04:17,952][energy][INFO] - 		+ prefill_iteration_3 energy consumption:
[PROC-0][2024-10-03 19:04:17,952][energy][INFO] - 			+ CPU: 0.000121 (kWh)
[PROC-0][2024-10-03 19:04:17,952][energy][INFO] - 			+ GPU: 0.000628 (kWh)
[PROC-0][2024-10-03 19:04:17,952][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:04:17,952][energy][INFO] - 			+ total: 0.000749 (kWh)
[PROC-0][2024-10-03 19:04:17,952][energy][INFO] - 		+ prefill_iteration_4 energy consumption:
[PROC-0][2024-10-03 19:04:17,952][energy][INFO] - 			+ CPU: 0.000121 (kWh)
[PROC-0][2024-10-03 19:04:17,953][energy][INFO] - 			+ GPU: 0.000628 (kWh)
[PROC-0][2024-10-03 19:04:17,953][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:04:17,953][energy][INFO] - 			+ total: 0.000751 (kWh)
[PROC-0][2024-10-03 19:04:17,953][energy][INFO] - 		+ prefill_iteration_5 energy consumption:
[PROC-0][2024-10-03 19:04:17,953][energy][INFO] - 			+ CPU: 0.000121 (kWh)
[PROC-0][2024-10-03 19:04:17,953][energy][INFO] - 			+ GPU: 0.000634 (kWh)
[PROC-0][2024-10-03 19:04:17,953][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:04:17,953][energy][INFO] - 			+ total: 0.000755 (kWh)
[PROC-0][2024-10-03 19:04:17,953][energy][INFO] - 		+ prefill_iteration_6 energy consumption:
[PROC-0][2024-10-03 19:04:17,953][energy][INFO] - 			+ CPU: 0.000121 (kWh)
[PROC-0][2024-10-03 19:04:17,953][energy][INFO] - 			+ GPU: 0.000642 (kWh)
[PROC-0][2024-10-03 19:04:17,953][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:04:17,953][energy][INFO] - 			+ total: 0.000764 (kWh)
[PROC-0][2024-10-03 19:04:17,954][energy][INFO] - 		+ prefill_iteration_7 energy consumption:
[PROC-0][2024-10-03 19:04:17,954][energy][INFO] - 			+ CPU: 0.000000 (kWh)
[PROC-0][2024-10-03 19:04:17,954][energy][INFO] - 			+ GPU: 0.000000 (kWh)
[PROC-0][2024-10-03 19:04:17,954][energy][INFO] - 			+ RAM: 0.000000 (kWh)
[PROC-0][2024-10-03 19:04:17,954][energy][INFO] - 			+ total: 0.000000 (kWh)
[PROC-0][2024-10-03 19:04:17,954][energy][INFO] - 		+ prefill_iteration_8 energy consumption:
[PROC-0][2024-10-03 19:04:17,954][energy][INFO] - 			+ CPU: 0.000120 (kWh)
[PROC-0][2024-10-03 19:04:17,954][energy][INFO] - 			+ GPU: 0.000637 (kWh)
[PROC-0][2024-10-03 19:04:17,954][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:04:17,954][energy][INFO] - 			+ total: 0.000758 (kWh)
[PROC-0][2024-10-03 19:04:17,954][energy][INFO] - 		+ prefill_iteration_9 energy consumption:
[PROC-0][2024-10-03 19:04:17,954][energy][INFO] - 			+ CPU: 0.000120 (kWh)
[PROC-0][2024-10-03 19:04:17,955][energy][INFO] - 			+ GPU: 0.000638 (kWh)
[PROC-0][2024-10-03 19:04:17,955][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:04:17,955][energy][INFO] - 			+ total: 0.000760 (kWh)
[PROC-0][2024-10-03 19:04:17,955][energy][INFO] - 		+ prefill_iteration_10 energy consumption:
[PROC-0][2024-10-03 19:04:17,955][energy][INFO] - 			+ CPU: 0.000121 (kWh)
[PROC-0][2024-10-03 19:04:17,955][energy][INFO] - 			+ GPU: 0.000640 (kWh)
[PROC-0][2024-10-03 19:04:17,955][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:04:17,955][energy][INFO] - 			+ total: 0.000762 (kWh)
[PROC-0][2024-10-03 19:04:17,955][energy][INFO] - 		+ decode energy consumption:
[PROC-0][2024-10-03 19:04:17,955][energy][INFO] - 			+ CPU: 0.000592 (kWh)
[PROC-0][2024-10-03 19:04:17,955][energy][INFO] - 			+ GPU: 0.001358 (kWh)
[PROC-0][2024-10-03 19:04:17,955][energy][INFO] - 			+ RAM: 0.000006 (kWh)
[PROC-0][2024-10-03 19:04:17,955][energy][INFO] - 			+ total: 0.001956 (kWh)
[PROC-0][2024-10-03 19:04:17,956][energy][INFO] - 		+ decode_iteration_1 energy consumption:
[PROC-0][2024-10-03 19:04:17,956][energy][INFO] - 			+ CPU: 0.000663 (kWh)
[PROC-0][2024-10-03 19:04:17,956][energy][INFO] - 			+ GPU: 0.001531 (kWh)
[PROC-0][2024-10-03 19:04:17,956][energy][INFO] - 			+ RAM: 0.000006 (kWh)
[PROC-0][2024-10-03 19:04:17,956][energy][INFO] - 			+ total: 0.002200 (kWh)
[PROC-0][2024-10-03 19:04:17,956][energy][INFO] - 		+ decode_iteration_2 energy consumption:
[PROC-0][2024-10-03 19:04:17,956][energy][INFO] - 			+ CPU: 0.000662 (kWh)
[PROC-0][2024-10-03 19:04:17,956][energy][INFO] - 			+ GPU: 0.001539 (kWh)
[PROC-0][2024-10-03 19:04:17,956][energy][INFO] - 			+ RAM: 0.000006 (kWh)
[PROC-0][2024-10-03 19:04:17,956][energy][INFO] - 			+ total: 0.002207 (kWh)
[PROC-0][2024-10-03 19:04:17,956][energy][INFO] - 		+ decode_iteration_3 energy consumption:
[PROC-0][2024-10-03 19:04:17,956][energy][INFO] - 			+ CPU: 0.000659 (kWh)
[PROC-0][2024-10-03 19:04:17,957][energy][INFO] - 			+ GPU: 0.001515 (kWh)
[PROC-0][2024-10-03 19:04:17,957][energy][INFO] - 			+ RAM: 0.000006 (kWh)
[PROC-0][2024-10-03 19:04:17,957][energy][INFO] - 			+ total: 0.002180 (kWh)
[PROC-0][2024-10-03 19:04:17,957][energy][INFO] - 		+ decode_iteration_4 energy consumption:
[PROC-0][2024-10-03 19:04:17,957][energy][INFO] - 			+ CPU: 0.000656 (kWh)
[PROC-0][2024-10-03 19:04:17,957][energy][INFO] - 			+ GPU: 0.001505 (kWh)
[PROC-0][2024-10-03 19:04:17,957][energy][INFO] - 			+ RAM: 0.000006 (kWh)
[PROC-0][2024-10-03 19:04:17,957][energy][INFO] - 			+ total: 0.002168 (kWh)
[PROC-0][2024-10-03 19:04:17,957][energy][INFO] - 		+ decode_iteration_5 energy consumption:
[PROC-0][2024-10-03 19:04:17,957][energy][INFO] - 			+ CPU: -0.000121 (kWh)
[PROC-0][2024-10-03 19:04:17,957][energy][INFO] - 			+ GPU: -0.000634 (kWh)
[PROC-0][2024-10-03 19:04:17,957][energy][INFO] - 			+ RAM: -0.000001 (kWh)
[PROC-0][2024-10-03 19:04:17,958][energy][INFO] - 			+ total: -0.000755 (kWh)
[PROC-0][2024-10-03 19:04:17,958][energy][INFO] - 		+ decode_iteration_6 energy consumption:
[PROC-0][2024-10-03 19:04:17,958][energy][INFO] - 			+ CPU: 0.000655 (kWh)
[PROC-0][2024-10-03 19:04:17,958][energy][INFO] - 			+ GPU: 0.001490 (kWh)
[PROC-0][2024-10-03 19:04:17,958][energy][INFO] - 			+ RAM: 0.000006 (kWh)
[PROC-0][2024-10-03 19:04:17,958][energy][INFO] - 			+ total: 0.002151 (kWh)
[PROC-0][2024-10-03 19:04:17,958][energy][INFO] - 		+ decode_iteration_7 energy consumption:
[PROC-0][2024-10-03 19:04:17,958][energy][INFO] - 			+ CPU: 0.000777 (kWh)
[PROC-0][2024-10-03 19:04:17,958][energy][INFO] - 			+ GPU: 0.002135 (kWh)
[PROC-0][2024-10-03 19:04:17,958][energy][INFO] - 			+ RAM: 0.000007 (kWh)
[PROC-0][2024-10-03 19:04:17,958][energy][INFO] - 			+ total: 0.002919 (kWh)
[PROC-0][2024-10-03 19:04:17,958][energy][INFO] - 		+ decode_iteration_8 energy consumption:
[PROC-0][2024-10-03 19:04:17,958][energy][INFO] - 			+ CPU: 0.000658 (kWh)
[PROC-0][2024-10-03 19:04:17,959][energy][INFO] - 			+ GPU: 0.001501 (kWh)
[PROC-0][2024-10-03 19:04:17,959][energy][INFO] - 			+ RAM: 0.000006 (kWh)
[PROC-0][2024-10-03 19:04:17,959][energy][INFO] - 			+ total: 0.002165 (kWh)
[PROC-0][2024-10-03 19:04:17,959][energy][INFO] - 		+ decode_iteration_9 energy consumption:
[PROC-0][2024-10-03 19:04:17,959][energy][INFO] - 			+ CPU: 0.000654 (kWh)
[PROC-0][2024-10-03 19:04:17,959][energy][INFO] - 			+ GPU: 0.001497 (kWh)
[PROC-0][2024-10-03 19:04:17,959][energy][INFO] - 			+ RAM: 0.000006 (kWh)
[PROC-0][2024-10-03 19:04:17,959][energy][INFO] - 			+ total: 0.002157 (kWh)
[PROC-0][2024-10-03 19:04:17,959][energy][INFO] - 		+ decode_iteration_10 energy consumption:
[PROC-0][2024-10-03 19:04:17,959][energy][INFO] - 			+ CPU: 0.000659 (kWh)
[PROC-0][2024-10-03 19:04:17,959][energy][INFO] - 			+ GPU: 0.001497 (kWh)
[PROC-0][2024-10-03 19:04:17,959][energy][INFO] - 			+ RAM: 0.000006 (kWh)
[PROC-0][2024-10-03 19:04:17,959][energy][INFO] - 			+ total: 0.002163 (kWh)
[PROC-0][2024-10-03 19:04:17,960][energy][INFO] - 		+ preprocess energy consumption:
[PROC-0][2024-10-03 19:04:17,960][energy][INFO] - 			+ CPU: 0.000010 (kWh)
[PROC-0][2024-10-03 19:04:17,960][energy][INFO] - 			+ GPU: 0.000018 (kWh)
[PROC-0][2024-10-03 19:04:17,960][energy][INFO] - 			+ RAM: 0.000000 (kWh)
[PROC-0][2024-10-03 19:04:17,960][energy][INFO] - 			+ total: 0.000028 (kWh)
[PROC-0][2024-10-03 19:04:17,960][energy][INFO] - 		+ prefill energy efficiency: 370570508.530732 (tokens/kWh)
[PROC-0][2024-10-03 19:04:17,960][energy][INFO] - 		+ decode energy efficiency: 4602181.202893 (tokens/kWh)
[PROC-0][2024-10-03 19:04:17,960][energy][INFO] - 		+ preprocess energy efficiency: 35094433.947353 (samples/kWh)
[2024-10-03 19:04:18,659][datasets][INFO] - PyTorch version 2.4.0 available.