File size: 9,561 Bytes
c8885e9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
[2024-10-03 19:11:22,439][launcher][INFO] - ََAllocating process launcher
[2024-10-03 19:11:22,439][process][INFO] - 	+ Setting multiprocessing start method to spawn.
[2024-10-03 19:11:22,448][device-isolation][INFO] - 	+ Launched device(s) isolation process 178
[2024-10-03 19:11:22,449][device-isolation][INFO] - 	+ Isolating device(s) [0]
[2024-10-03 19:11:22,454][process][INFO] - 	+ Launched benchmark in isolated process 179.
[PROC-0][2024-10-03 19:11:25,044][datasets][INFO] - PyTorch version 2.4.0 available.
[PROC-0][2024-10-03 19:11:26,009][backend][INFO] - َAllocating pytorch backend
[PROC-0][2024-10-03 19:11:26,009][backend][INFO] - 	+ Setting random seed to 42
[PROC-0][2024-10-03 19:11:26,427][pytorch][INFO] - 	+ Using AutoModel class AutoModelForSequenceClassification
[PROC-0][2024-10-03 19:11:26,427][pytorch][INFO] - 	+ Creating backend temporary directory
[PROC-0][2024-10-03 19:11:26,427][pytorch][INFO] - 	+ Loading model with random weights
[PROC-0][2024-10-03 19:11:26,427][pytorch][INFO] - 	+ Creating no weights model
[PROC-0][2024-10-03 19:11:26,428][pytorch][INFO] - 	+ Creating no weights model directory
[PROC-0][2024-10-03 19:11:26,428][pytorch][INFO] - 	+ Creating no weights model state dict
[PROC-0][2024-10-03 19:11:26,430][pytorch][INFO] - 	+ Saving no weights model safetensors
[PROC-0][2024-10-03 19:11:26,430][pytorch][INFO] - 	+ Saving no weights model pretrained config
[PROC-0][2024-10-03 19:11:26,431][pytorch][INFO] - 	+ Loading no weights AutoModel
[PROC-0][2024-10-03 19:11:26,431][pytorch][INFO] - 	+ Loading model directly on device: cuda
[PROC-0][2024-10-03 19:11:26,610][pytorch][INFO] - 	+ Turning on model's eval mode
[PROC-0][2024-10-03 19:11:26,616][benchmark][INFO] - Allocating energy_star benchmark
[PROC-0][2024-10-03 19:11:26,616][energy_star][INFO] - 	+ Loading raw dataset
[PROC-0][2024-10-03 19:11:27,273][energy_star][INFO] - 	+ Initializing Inference report
[PROC-0][2024-10-03 19:11:27,273][energy][INFO] - 	+ Tracking GPU energy on devices [0]
[PROC-0][2024-10-03 19:11:31,464][energy_star][INFO] - 	+ Preprocessing dataset
[PROC-0][2024-10-03 19:11:31,907][energy][INFO] - 	+ Saving codecarbon emission data to preprocess_codecarbon.json
[PROC-0][2024-10-03 19:11:31,908][energy_star][INFO] - 	+ Preparing backend for Inference
[PROC-0][2024-10-03 19:11:31,908][energy_star][INFO] - 	+ Initialising dataloader
[PROC-0][2024-10-03 19:11:31,908][energy_star][INFO] - 	+ Warming up backend for Inference
[PROC-0][2024-10-03 19:11:32,734][energy_star][INFO] - 	+ Running Inference energy tracking for 10 iterations
[PROC-0][2024-10-03 19:11:32,734][energy_star][INFO] - 	+ Iteration 1/10
[PROC-0][2024-10-03 19:11:38,516][energy][INFO] - 	+ Saving codecarbon emission data to forward_codecarbon.json
[PROC-0][2024-10-03 19:11:38,516][energy_star][INFO] - 	+ Iteration 2/10
[PROC-0][2024-10-03 19:11:44,294][energy][INFO] - 	+ Saving codecarbon emission data to forward_codecarbon.json
[PROC-0][2024-10-03 19:11:44,294][energy_star][INFO] - 	+ Iteration 3/10
[PROC-0][2024-10-03 19:11:50,039][energy][INFO] - 	+ Saving codecarbon emission data to forward_codecarbon.json
[PROC-0][2024-10-03 19:11:50,039][energy_star][INFO] - 	+ Iteration 4/10
[PROC-0][2024-10-03 19:11:55,853][energy][INFO] - 	+ Saving codecarbon emission data to forward_codecarbon.json
[PROC-0][2024-10-03 19:11:55,853][energy_star][INFO] - 	+ Iteration 5/10
[PROC-0][2024-10-03 19:12:01,622][energy][INFO] - 	+ Saving codecarbon emission data to forward_codecarbon.json
[PROC-0][2024-10-03 19:12:01,623][energy_star][INFO] - 	+ Iteration 6/10
[PROC-0][2024-10-03 19:12:07,395][energy][INFO] - 	+ Saving codecarbon emission data to forward_codecarbon.json
[PROC-0][2024-10-03 19:12:07,395][energy_star][INFO] - 	+ Iteration 7/10
[PROC-0][2024-10-03 19:12:13,269][energy][INFO] - 	+ Saving codecarbon emission data to forward_codecarbon.json
[PROC-0][2024-10-03 19:12:13,270][energy_star][INFO] - 	+ Iteration 8/10
[PROC-0][2024-10-03 19:12:19,109][energy][INFO] - 	+ Saving codecarbon emission data to forward_codecarbon.json
[PROC-0][2024-10-03 19:12:19,109][energy_star][INFO] - 	+ Iteration 9/10
[PROC-0][2024-10-03 19:12:24,961][energy][INFO] - 	+ Saving codecarbon emission data to forward_codecarbon.json
[PROC-0][2024-10-03 19:12:24,962][energy_star][INFO] - 	+ Iteration 10/10
[PROC-0][2024-10-03 19:12:30,783][energy][INFO] - 	+ Saving codecarbon emission data to forward_codecarbon.json
[PROC-0][2024-10-03 19:12:30,784][energy][INFO] - 		+ forward energy consumption:
[PROC-0][2024-10-03 19:12:30,784][energy][INFO] - 			+ CPU: 0.000062 (kWh)
[PROC-0][2024-10-03 19:12:30,784][energy][INFO] - 			+ GPU: 0.000298 (kWh)
[PROC-0][2024-10-03 19:12:30,784][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:12:30,784][energy][INFO] - 			+ total: 0.000360 (kWh)
[PROC-0][2024-10-03 19:12:30,784][energy][INFO] - 		+ forward_iteration_1 energy consumption:
[PROC-0][2024-10-03 19:12:30,784][energy][INFO] - 			+ CPU: 0.000068 (kWh)
[PROC-0][2024-10-03 19:12:30,784][energy][INFO] - 			+ GPU: 0.000317 (kWh)
[PROC-0][2024-10-03 19:12:30,784][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:12:30,784][energy][INFO] - 			+ total: 0.000386 (kWh)
[PROC-0][2024-10-03 19:12:30,785][energy][INFO] - 		+ forward_iteration_2 energy consumption:
[PROC-0][2024-10-03 19:12:30,785][energy][INFO] - 			+ CPU: 0.000068 (kWh)
[PROC-0][2024-10-03 19:12:30,785][energy][INFO] - 			+ GPU: 0.000330 (kWh)
[PROC-0][2024-10-03 19:12:30,785][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:12:30,785][energy][INFO] - 			+ total: 0.000398 (kWh)
[PROC-0][2024-10-03 19:12:30,785][energy][INFO] - 		+ forward_iteration_3 energy consumption:
[PROC-0][2024-10-03 19:12:30,785][energy][INFO] - 			+ CPU: 0.000068 (kWh)
[PROC-0][2024-10-03 19:12:30,785][energy][INFO] - 			+ GPU: 0.000336 (kWh)
[PROC-0][2024-10-03 19:12:30,785][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:12:30,785][energy][INFO] - 			+ total: 0.000404 (kWh)
[PROC-0][2024-10-03 19:12:30,785][energy][INFO] - 		+ forward_iteration_4 energy consumption:
[PROC-0][2024-10-03 19:12:30,785][energy][INFO] - 			+ CPU: 0.000069 (kWh)
[PROC-0][2024-10-03 19:12:30,786][energy][INFO] - 			+ GPU: 0.000334 (kWh)
[PROC-0][2024-10-03 19:12:30,786][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:12:30,786][energy][INFO] - 			+ total: 0.000403 (kWh)
[PROC-0][2024-10-03 19:12:30,786][energy][INFO] - 		+ forward_iteration_5 energy consumption:
[PROC-0][2024-10-03 19:12:30,786][energy][INFO] - 			+ CPU: 0.000068 (kWh)
[PROC-0][2024-10-03 19:12:30,786][energy][INFO] - 			+ GPU: 0.000338 (kWh)
[PROC-0][2024-10-03 19:12:30,786][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:12:30,786][energy][INFO] - 			+ total: 0.000407 (kWh)
[PROC-0][2024-10-03 19:12:30,786][energy][INFO] - 		+ forward_iteration_6 energy consumption:
[PROC-0][2024-10-03 19:12:30,786][energy][INFO] - 			+ CPU: 0.000068 (kWh)
[PROC-0][2024-10-03 19:12:30,786][energy][INFO] - 			+ GPU: 0.000329 (kWh)
[PROC-0][2024-10-03 19:12:30,786][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:12:30,787][energy][INFO] - 			+ total: 0.000398 (kWh)
[PROC-0][2024-10-03 19:12:30,787][energy][INFO] - 		+ forward_iteration_7 energy consumption:
[PROC-0][2024-10-03 19:12:30,787][energy][INFO] - 			+ CPU: 0.000000 (kWh)
[PROC-0][2024-10-03 19:12:30,787][energy][INFO] - 			+ GPU: 0.000000 (kWh)
[PROC-0][2024-10-03 19:12:30,787][energy][INFO] - 			+ RAM: 0.000000 (kWh)
[PROC-0][2024-10-03 19:12:30,787][energy][INFO] - 			+ total: 0.000000 (kWh)
[PROC-0][2024-10-03 19:12:30,787][energy][INFO] - 		+ forward_iteration_8 energy consumption:
[PROC-0][2024-10-03 19:12:30,787][energy][INFO] - 			+ CPU: 0.000069 (kWh)
[PROC-0][2024-10-03 19:12:30,787][energy][INFO] - 			+ GPU: 0.000331 (kWh)
[PROC-0][2024-10-03 19:12:30,787][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:12:30,787][energy][INFO] - 			+ total: 0.000400 (kWh)
[PROC-0][2024-10-03 19:12:30,787][energy][INFO] - 		+ forward_iteration_9 energy consumption:
[PROC-0][2024-10-03 19:12:30,788][energy][INFO] - 			+ CPU: 0.000069 (kWh)
[PROC-0][2024-10-03 19:12:30,788][energy][INFO] - 			+ GPU: 0.000335 (kWh)
[PROC-0][2024-10-03 19:12:30,788][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:12:30,788][energy][INFO] - 			+ total: 0.000405 (kWh)
[PROC-0][2024-10-03 19:12:30,788][energy][INFO] - 		+ forward_iteration_10 energy consumption:
[PROC-0][2024-10-03 19:12:30,788][energy][INFO] - 			+ CPU: 0.000069 (kWh)
[PROC-0][2024-10-03 19:12:30,788][energy][INFO] - 			+ GPU: 0.000330 (kWh)
[PROC-0][2024-10-03 19:12:30,788][energy][INFO] - 			+ RAM: 0.000001 (kWh)
[PROC-0][2024-10-03 19:12:30,788][energy][INFO] - 			+ total: 0.000399 (kWh)
[PROC-0][2024-10-03 19:12:30,788][energy][INFO] - 		+ preprocess energy consumption:
[PROC-0][2024-10-03 19:12:30,788][energy][INFO] - 			+ CPU: 0.000005 (kWh)
[PROC-0][2024-10-03 19:12:30,788][energy][INFO] - 			+ GPU: 0.000008 (kWh)
[PROC-0][2024-10-03 19:12:30,789][energy][INFO] - 			+ RAM: 0.000000 (kWh)
[PROC-0][2024-10-03 19:12:30,789][energy][INFO] - 			+ total: 0.000013 (kWh)
[PROC-0][2024-10-03 19:12:30,789][energy][INFO] - 		+ forward energy efficiency: 2777612.273380 (samples/kWh)
[PROC-0][2024-10-03 19:12:30,789][energy][INFO] - 		+ preprocess energy efficiency: 76701277.716612 (samples/kWh)
[2024-10-03 19:12:31,423][device-isolation][INFO] - 	+ Closing device(s) isolation process...
[2024-10-03 19:12:31,471][datasets][INFO] - PyTorch version 2.4.0 available.