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run_id
string
service_name
string
timestamp
string
timestamp_unix_nano
string
co2_emissions_gco2e
float64
power_cost_usd
float64
gpu_utilization_percent
float64
gpu_memory_used_mib
float64
gpu_memory_total_mib
float64
gpu_temperature_celsius
float64
gpu_power_watts
float64
source
string
country
string
region
string
os
string
python_version
string
cpu_count
string
cpu_model
string
gpu_count
string
gpu_model
string
on_cloud
string
component
string
gen_ai_energy_consumed
float64
gen_ai_energy_total
float64
gpu_id
string
gpu_name
string
gen_ai_server_requests_running
float64
gen_ai_server_requests_waiting
float64
gen_ai_server_requests_max
float64
job_2c514cd7
smoltrace-eval
2025-12-23T09:01:41.656483
1766480501656482721
0.03869
0.00002
0
191.5
23,028
23
27.061
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.000059
0.000105
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:01:51.657742
1766480511657742218
0.116033
0.000052
0
191.5
23,028
23
27.011
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.000177
0.000314
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:02:01.659172
1766480521659172177
0.193337
0.000085
0
191.5
23,028
23
26.92
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.000296
0.000523
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:02:11.660174
1766480531660173836
0.270972
0.000117
0
191.5
23,028
23
26.937
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.000414
0.000733
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:02:21.661174
1766480541661173406
0.348347
0.00015
0
191.5
23,028
23
27.08
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.000532
0.000943
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:02:31.661975
1766480551661975205
0.425711
0.000182
0
191.5
23,028
23
26.99
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.00065
0.001152
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:02:41.663150
1766480561663149627
0.503042
0.000215
0
191.5
23,028
23
26.968
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.000769
0.001362
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:02:51.664037
1766480571664036804
0.580391
0.000247
0
191.5
23,028
23
26.868
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.000887
0.001571
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:03:01.665006
1766480581665006375
0.65773
0.00028
43
13,935.3125
23,028
26
50.779
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.001005
0.00178
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:03:11.665822
1766480591665821459
0.798021
0.00039
3
13,935.3125
23,028
29
92.787
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.001123
0.00216
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:03:21.695525
1766480601695525306
0.942928
0.000502
2
13,935.3125
23,028
30
93.106
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.001241
0.002552
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:03:31.696473
1766480611696472922
1.088168
0.000614
2
14,813.3125
23,028
30
93.398
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.00136
0.002945
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:03:41.697601
1766480621697600422
1.281973
0.00081
98
15,667.3125
23,028
41
219.317
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.001478
0.00347
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:03:51.698335
1766480631698334934
1.557083
0.001069
0
15,955.3125
23,028
36
96.631
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.001596
0.004214
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:04:01.699411
1766480641699410945
1.807658
0.001315
94
15,955.3125
23,028
42
204.854
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.001714
0.004893
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:04:11.700124
1766480651700123773
2.068383
0.001562
95
15,955.3125
23,028
43
206.9
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.001833
0.005598
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:04:21.701063
1766480661701063136
2.331999
0.0018
96
16,261.3125
23,028
44
206.65
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.001951
0.006312
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:04:31.701965
1766480671701965209
2.600204
0.002061
96
16,261.3125
23,028
45
205.845
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.002069
0.007038
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:04:41.703016
1766480681703015946
2.870991
0.00233
96
16,261.3125
23,028
45
210.021
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.002187
0.007771
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:04:51.704043
1766480691704042632
3.146507
0.00261
94
16,261.3125
23,028
46
210.579
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.002306
0.008516
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:05:01.704930
1766480701704929656
3.422798
0.002865
96
16,263.3125
23,028
46
212.388
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.002424
0.009264
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:05:11.706606
1766480711706606019
3.700893
0.003141
95
16,321.3125
23,028
47
219.095
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.002542
0.010017
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:05:21.707445
1766480721707445027
3.969103
0.003412
95
16,639.3125
23,028
46
209.691
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.002661
0.010743
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:05:31.708467
1766480731708467280
4.234339
0.003665
95
16,639.3125
23,028
45
210.112
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.002779
0.01146
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:05:41.709582
1766480741709581572
4.503021
0.0039
95
17,473.3125
23,028
45
212.822
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.002897
0.012188
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:05:51.710468
1766480751710468292
4.775191
0.004176
95
17,977.3125
23,028
46
211.247
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.003015
0.012924
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:06:01.711507
1766480761711507068
5.041108
0.004429
95
17,977.3125
23,028
46
212.33
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.003134
0.013644
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:06:11.712595
1766480771712594694
5.319859
0.004683
96
18,523.3125
23,028
46
210.695
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.003252
0.014399
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:06:21.713699
1766480781713699039
5.585894
0.004937
95
18,523.3125
23,028
46
211.415
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.00337
0.015119
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:06:31.714585
1766480791714585413
5.862651
0.005226
97
19,075.3125
23,028
47
211.95
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.003488
0.015868
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:06:41.716114
1766480801716113963
6.129417
0.00548
96
19,075.3125
23,028
46
211.294
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.003606
0.01659
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:06:51.717136
1766480811717135979
6.396454
0.005756
95
19,639.3125
23,028
46
211.41
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.003725
0.017312
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:07:01.718210
1766480821718209829
6.671225
0.006026
94
20,239.3125
23,028
46
212.388
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.003843
0.018056
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:07:11.719199
1766480831719199397
6.937838
0.006281
95
20,239.3125
23,028
46
211.266
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.003961
0.018778
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:07:21.720146
1766480841720146339
7.204483
0.006536
96
20,239.3125
23,028
46
212.276
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.004079
0.019499
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:07:31.720947
1766480851720946701
7.471018
0.00679
94
20,239.3125
23,028
46
212.874
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.004198
0.020221
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:07:41.721651
1766480861721650834
7.737786
0.007044
96
20,239.3125
23,028
46
211.301
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.004316
0.020943
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:07:51.722576
1766480871722576478
8.004537
0.007299
95
20,239.3125
23,028
46
210.753
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.004434
0.021665
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:08:01.723429
1766480881723429162
8.271533
0.007553
95
20,239.3125
23,028
46
211.779
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.004552
0.022387
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:08:11.725163
1766480891725162581
8.538712
0.007808
96
20,239.3125
23,028
46
212.617
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.004671
0.023111
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:08:21.726106
1766480901726105963
8.805677
0.008064
96
20,239.3125
23,028
46
211.983
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.004789
0.023833
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:08:31.727168
1766480911727167798
9.073138
0.00832
96
20,239.3125
23,028
46
213.768
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.004907
0.024557
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:08:41.727972
1766480921727971605
9.340429
0.008575
97
20,239.3125
23,028
46
212.459
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.005025
0.02528
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:08:51.728930
1766480931728929806
9.607845
0.00883
95
20,239.3125
23,028
46
212.768
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.005143
0.026004
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:09:01.729874
1766480941729873658
9.875444
0.009086
95
20,239.3125
23,028
46
212.423
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.005262
0.026728
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:09:11.730803
1766480951730803039
10.143106
0.009342
95
20,239.3125
23,028
46
213.012
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.00538
0.027453
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:09:21.731651
1766480961731651363
10.411069
0.009597
95
20,239.3125
23,028
46
212.697
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.005498
0.028178
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:09:31.732497
1766480971732496515
10.6787
0.009853
96
20,239.3125
23,028
46
214.293
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.005616
0.028903
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:09:41.733418
1766480981733417464
10.954852
0.010106
96
20,845.3125
23,028
46
211.304
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.005735
0.02965
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:09:51.734316
1766480991734315850
11.227903
0.010361
95
20,845.3125
23,028
46
216.084
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.005853
0.030389
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:10:01.735280
1766481001735279640
11.512489
0.010619
100
20,845.3125
23,028
49
222.848
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.005971
0.031159
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:10:11.736012
1766481011736011397
11.806096
0.010888
94
20,845.3125
23,028
48
212.335
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.006089
0.031954
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:10:21.736941
1766481021736940440
12.101068
0.011208
95
20,845.3125
23,028
48
245.061
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.006208
0.032752
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:10:31.737705
1766481031737704648
12.398866
0.011515
96
20,845.3125
23,028
49
248.251
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.006326
0.033558
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:10:41.738629
1766481041738629031
12.675452
0.01179
95
20,845.3125
23,028
48
211.684
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.006444
0.034307
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:10:51.739443
1766481051739442960
12.9573
0.012058
94
20,845.3125
23,028
49
252.216
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.006562
0.03507
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:11:01.740463
1766481061740463088
13.232121
0.01232
95
20,845.3125
23,028
48
235.913
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.006681
0.035813
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:11:11.741464
1766481071741464271
13.515615
0.012591
94
20,845.3125
23,028
47
211.983
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.006799
0.036581
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:11:21.742244
1766481081742243763
13.798569
0.012867
95
20,845.3125
23,028
47
212.121
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.006917
0.037347
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:11:31.743094
1766481091743094609
14.080513
0.013134
95
20,845.3125
23,028
47
211.294
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.007035
0.03811
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:11:41.744146
1766481101744145685
14.351811
0.013331
95
20,845.3125
23,028
47
211.776
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.007153
0.038844
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:11:51.745349
1766481111745349036
14.629997
0.013606
95
20,845.3125
23,028
47
244.173
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.007272
0.039597
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:12:01.746500
1766481121746499774
14.891488
0.013858
94
20,845.3125
23,028
46
209.614
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.00739
0.040305
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:12:11.747319
1766481131747319006
15.15705
0.014111
100
20,845.3125
23,028
49
227.044
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.007508
0.041023
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:12:21.748230
1766481141748229891
15.424951
0.014333
95
20,845.3125
23,028
46
209.874
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.007627
0.041749
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:12:31.749393
1766481151749393144
15.690919
0.014587
94
20,845.3125
23,028
46
209.937
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.007745
0.042468
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:12:41.750156
1766481161750155914
15.936986
0.014778
3
21,885.3125
23,028
39
99.113
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.007863
0.043134
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:12:51.751083
1766481171751083146
16.086515
0.014894
2
21,205.3125
23,028
36
96.697
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.007981
0.043539
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:13:01.751924
1766481181751923401
16.241285
0.015014
3
22,377.3125
23,028
35
97.103
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.008099
0.043958
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:13:11.752763
1766481191752762890
16.391278
0.015131
3
22,377.3125
23,028
34
97.612
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.008218
0.044364
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:13:21.753973
1766481201753972937
16.585073
0.015324
91
22,377.3125
23,028
39
172.403
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.008336
0.044888
0
NVIDIA A10G
0
0
0
job_2c514cd7
smoltrace-eval
2025-12-23T09:13:23.929815
1766481203929815362
16.585073
0.015324
91
22,115.3125
23,028
38
143.273
codecarbon
USA
unknown
Linux-6.12.58-82.121.amzn2023.x86_64-x86_64-with-glibc2.35
3.11.11
4
AMD EPYC 7R32
1
1 x NVIDIA A10G
N
cpu
0.008336
0.044888
0
NVIDIA A10G
0
0
0
SMOLTRACE Logo

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GitHub PyPI Documentation


SMOLTRACE GPU & Environmental Metrics

This dataset contains time-series GPU metrics and environmental impact data from a SMOLTRACE benchmark run.

Dataset Information

Field Value
Model Qwen/Qwen2.5-7B-Instruct
Run ID job_2c514cd7
Total Samples 72
Generated 2025-12-23 09:13:40 UTC
GPU Metrics Available

Schema

Column Type Description
run_id string Unique run identifier
timestamp string ISO timestamp of measurement
timestamp_unix_nano string Unix nanosecond timestamp
service_name string Service identifier
gpu_id string GPU device ID
gpu_name string GPU model name
gpu_utilization_percent float GPU compute utilization (0-100%)
gpu_memory_used_mib float GPU memory used (MiB)
gpu_memory_total_mib float Total GPU memory (MiB)
gpu_temperature_celsius float GPU temperature (°C)
gpu_power_watts float GPU power consumption (W)
co2_emissions_gco2e float Cumulative CO2 emissions (gCO2e)
power_cost_usd float Cumulative power cost (USD)

Environmental Impact

SMOLTRACE tracks environmental metrics to help you understand the carbon footprint of your AI workloads:

  • CO2 Emissions: Calculated based on GPU power consumption and regional carbon intensity
  • Power Cost: Estimated electricity cost based on configurable rates

Usage

from datasets import load_dataset
import pandas as pd

# Load metrics
ds = load_dataset("YOUR_USERNAME/smoltrace-metrics-TIMESTAMP")

# Convert to DataFrame for analysis
df = pd.DataFrame(ds['train'])

# Plot GPU utilization over time
import matplotlib.pyplot as plt
plt.plot(df['timestamp'], df['gpu_utilization_percent'])
plt.xlabel('Time')
plt.ylabel('GPU Utilization (%)')
plt.title('GPU Utilization During Evaluation')
plt.show()

# Get total environmental impact
total_co2 = df['co2_emissions_gco2e'].max()
total_cost = df['power_cost_usd'].max()
print(f"Total CO2: {total_co2:.4f} gCO2e")
print(f"Total Cost: ${total_cost:.6f}")

Related Datasets

This evaluation run also generated:

  • Results Dataset: Pass/fail outcomes for each test case
  • Traces Dataset: Detailed OpenTelemetry execution traces
  • Leaderboard: Aggregated metrics for model comparison

About SMOLTRACE

SMOLTRACE is a comprehensive benchmarking and evaluation framework for Smolagents - HuggingFace's lightweight agent library.

Key Features

  • Automated agent evaluation with customizable test cases
  • OpenTelemetry-based tracing for detailed execution insights
  • GPU metrics collection (utilization, memory, temperature, power)
  • CO2 emissions and power cost tracking
  • Leaderboard aggregation and comparison

Quick Links

Installation

pip install smoltrace

Citation

If you use SMOLTRACE in your research, please cite:

@software{smoltrace,
  title = {SMOLTRACE: Benchmarking Framework for Smolagents},
  author = {Thakkar, Kshitij},
  url = {https://github.com/Mandark-droid/SMOLTRACE},
  year = {2025}
}

Generated by SMOLTRACE
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