run_id
string | service_name
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 | timestamp
string | timestamp_unix_nano
string | gpu_id
string | gpu_name
string | gen_ai_gpu_memory_utilization
float64 | gen_ai_gpu_power_limit
float64 | gen_ai_gpu_clock_sm
float64 | gen_ai_gpu_clock_memory
float64 | gen_ai_gpu_performance_state
float64 | gen_ai_gpu_pcie_tx
float64 | gen_ai_gpu_pcie_rx
float64 | gen_ai_gpu_throttle_thermal
float64 | gen_ai_gpu_throttle_power
float64 | gen_ai_gpu_throttle_hw_slowdown
float64 | gen_ai_gpu_ecc_errors_corrected
float64 | gen_ai_gpu_ecc_errors_uncorrected
float64 | gpu_count
string | gen_ai_gpu_aggregate_mean_utilization
float64 | gen_ai_gpu_aggregate_total_memory_used
float64 | gen_ai_gpu_aggregate_total_power
float64 | gen_ai_gpu_aggregate_max_temperature
float64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27fca18b-182e-4452-9597-ed2363b7836d
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Tesla T4
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:12:03.641924
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1769753523641923605
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:12:13.954825
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1769753533954825106
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:12:24.379036
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1769753544379035676
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Tesla T4
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:12:24.379036
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1769753544379035676
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:12:34.489604
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1769753554489604296
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0
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:12:34.489604
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1769753554489604296
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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Tesla T4
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:12:44.720719
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1769753564720719374
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:12:54.776250
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1769753574776249847
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0
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Tesla T4
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:12:54.776250
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1769753574776249847
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:13:04.832968
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1769753584832967898
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0
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Tesla T4
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:13:04.832968
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1769753584832967898
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:13:14.897739
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1769753594897739290
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0
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Tesla T4
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:13:14.897739
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1769753594897739290
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27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 1.506549
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2026-01-30T06:13:24.973715
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1769753604973715228
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0
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Tesla T4
| 71
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:13:24.973715
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1769753604973715228
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27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 1.8475
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2026-01-30T06:13:35.030327
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1769753615030327128
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0
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Tesla T4
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:13:35.030327
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1769753615030327128
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27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 2.18657
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2026-01-30T06:13:45.080122
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1769753625080122142
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0
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Tesla T4
| 39
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:13:45.080122
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1769753625080122142
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27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
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2026-01-30T06:13:55.131889
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1769753635131889477
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0
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Tesla T4
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:13:55.131889
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1769753635131889477
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27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
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2026-01-30T06:14:05.183716
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1769753645183715637
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0
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Tesla T4
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1
| 69
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:14:05.183716
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1769753645183715637
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27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
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2026-01-30T06:14:15.239460
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1769753655239460260
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0
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Tesla T4
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:14:15.239460
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1769753655239460260
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:14:25.323716
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1769753665323715896
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0
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Tesla T4
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:14:25.323716
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1769753665323715896
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:14:35.382172
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1769753675382172348
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0
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Tesla T4
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:14:35.382172
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1769753675382172348
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:14:45.433857
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1769753685433857143
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0
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:14:45.433857
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1769753685433857143
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:14:55.486901
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1769753695486900846
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0
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:14:55.486901
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1769753695486900846
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:15:05.536675
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1769753705536675155
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0
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:15:05.536675
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1769753705536675155
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:15:15.593419
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1769753715593419377
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0
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Tesla T4
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:15:15.593419
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1769753715593419377
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:15:25.657670
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1769753725657669937
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0
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:15:25.657670
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1769753725657669937
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:15:35.710694
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1769753735710693625
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0
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Tesla T4
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1
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:15:35.710694
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1769753735710693625
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27fca18b-182e-4452-9597-ed2363b7836d
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smoltrace-eval
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2026-01-30T06:15:45.767187
|
1769753745767187343
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0
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Tesla T4
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| 5,000
| 0
| 2
| 8
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 70.422
| 76
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:15:45.767187
|
1769753745767187343
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 6.597083
| 0.001667
| 80
| 9,959.875
| 15,360
| 77
| 72.161
|
2026-01-30T06:15:55.825763
|
1769753755825762758
|
0
|
Tesla T4
| 57
| 70
| 1,350
| 5,000
| 0
| 12
| 64
| 0
| 1
| 0
| 0
| 0
|
1
| 80
| 9.72644
| 68.247
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:15:55.825763
|
1769753755825762758
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 6.928681
| 0.00175
| 100
| 9,959.875
| 15,360
| 77
| 70.324
|
2026-01-30T06:16:05.882140
|
1769753765882139637
|
0
|
Tesla T4
| 45
| 70
| 855
| 5,000
| 0
| 2
| 7
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 70.324
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:16:05.882140
|
1769753765882139637
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 7.269014
| 0.001836
| 72
| 9,959.875
| 15,360
| 78
| 80.653
|
2026-01-30T06:16:15.932018
|
1769753775932018127
|
0
|
Tesla T4
| 71
| 70
| 510
| 5,000
| 0
| 1
| 4
| 0
| 1
| 0
| 0
| 0
|
1
| 76
| 9.72644
| 80.653
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:16:15.932018
|
1769753775932018127
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 7.619209
| 0.001925
| 100
| 9,959.875
| 15,360
| 77
| 71.397
|
2026-01-30T06:16:26.003700
|
1769753786003700329
|
0
|
Tesla T4
| 36
| 70
| 975
| 5,000
| 0
| 6
| 20
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 68.416
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:16:26.003700
|
1769753786003700329
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 7.924477
| 0.002002
| 100
| 9,959.875
| 15,360
| 77
| 70.422
|
2026-01-30T06:16:36.057690
|
1769753796057689796
|
0
|
Tesla T4
| 59
| 70
| 915
| 5,000
| 0
| 2
| 9
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 70.422
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:16:36.057690
|
1769753796057689796
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 8.256197
| 0.002086
| 100
| 9,959.875
| 15,360
| 77
| 68.611
|
2026-01-30T06:16:46.107436
|
1769753806107436251
|
0
|
Tesla T4
| 48
| 70
| 870
| 5,000
| 0
| 2
| 8
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 69.739
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:16:46.107436
|
1769753806107436251
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 8.547152
| 0.002159
| 100
| 9,959.875
| 15,360
| 77
| 70.52
|
2026-01-30T06:16:56.160331
|
1769753816160330717
|
0
|
Tesla T4
| 38
| 70
| 900
| 5,000
| 0
| 2
| 7
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 70.52
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:16:56.160331
|
1769753816160330717
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 8.883244
| 0.002244
| 100
| 9,959.875
| 15,360
| 76
| 70.866
|
2026-01-30T06:17:06.210460
|
1769753826210460267
|
0
|
Tesla T4
| 31
| 70
| 990
| 5,000
| 0
| 5
| 8
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 70.866
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:17:06.210460
|
1769753826210460267
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 9.226488
| 0.002331
| 75
| 9,959.875
| 15,360
| 77
| 68.318
|
2026-01-30T06:17:16.266891
|
1769753836266890701
|
0
|
Tesla T4
| 64
| 70
| 855
| 5,000
| 0
| 2
| 6
| 0
| 1
| 0
| 0
| 0
|
1
| 75
| 9.72644
| 65.138
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:17:16.266891
|
1769753836266890701
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 9.560586
| 0.002415
| 100
| 9,959.875
| 15,360
| 77
| 66.854
|
2026-01-30T06:17:26.346706
|
1769753846346706081
|
0
|
Tesla T4
| 45
| 70
| 975
| 5,000
| 0
| 2
| 7
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 66.854
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:17:26.346706
|
1769753846346706081
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 10.044458
| 0.002538
| 100
| 9,959.875
| 15,360
| 77
| 65.431
|
2026-01-30T06:17:36.402534
|
1769753856402533558
|
0
|
Tesla T4
| 36
| 70
| 825
| 5,000
| 0
| 2
| 8
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 69.642
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:17:36.402534
|
1769753856402533558
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 10.383292
| 0.002623
| 100
| 9,959.875
| 15,360
| 77
| 70.617
|
2026-01-30T06:17:46.454466
|
1769753866454465619
|
0
|
Tesla T4
| 46
| 70
| 930
| 5,000
| 0
| 1
| 6
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 70.617
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:17:46.454466
|
1769753866454465619
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 10.728229
| 0.00271
| 62
| 9,959.875
| 15,360
| 78
| 72.104
|
2026-01-30T06:17:56.506160
|
1769753876506159580
|
0
|
Tesla T4
| 60
| 70
| 1,470
| 5,000
| 0
| 11
| 64
| 0
| 1
| 0
| 0
| 0
|
1
| 62
| 9.72644
| 70.107
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:17:56.506160
|
1769753876506159580
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 11.059268
| 0.002794
| 100
| 9,959.875
| 15,360
| 77
| 70.768
|
2026-01-30T06:18:06.556031
|
1769753886556030823
|
0
|
Tesla T4
| 42
| 70
| 945
| 5,000
| 0
| 2
| 8
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 71.938
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:18:06.556031
|
1769753886556030823
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 11.393155
| 0.002878
| 100
| 9,959.875
| 15,360
| 77
| 78.419
|
2026-01-30T06:18:16.614506
|
1769753896614505656
|
0
|
Tesla T4
| 35
| 70
| 870
| 5,000
| 0
| 1
| 7
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 78.419
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:18:16.614506
|
1769753896614505656
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 11.732202
| 0.002964
| 100
| 9,959.875
| 15,360
| 77
| 69.88
|
2026-01-30T06:18:26.696723
|
1769753906696722718
|
0
|
Tesla T4
| 42
| 70
| 900
| 5,000
| 0
| 1
| 7
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 69.349
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:18:26.696723
|
1769753906696722718
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 12.034881
| 0.00304
| 100
| 9,959.875
| 15,360
| 77
| 66.212
|
2026-01-30T06:18:36.748494
|
1769753916748494363
|
0
|
Tesla T4
| 47
| 70
| 1,080
| 5,000
| 0
| 4
| 7
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 66.212
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:18:36.748494
|
1769753916748494363
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 12.360791
| 0.003123
| 100
| 9,959.875
| 15,360
| 77
| 68.611
|
2026-01-30T06:18:46.798446
|
1769753926798446175
|
0
|
Tesla T4
| 58
| 70
| 915
| 5,000
| 0
| 2
| 5
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 71.007
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:18:46.798446
|
1769753926798446175
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 12.675873
| 0.003202
| 100
| 9,959.875
| 15,360
| 77
| 61.148
|
2026-01-30T06:18:56.854296
|
1769753936854295906
|
0
|
Tesla T4
| 34
| 70
| 1,245
| 5,000
| 0
| 11
| 59
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 61.148
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:18:56.854296
|
1769753936854295906
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 12.995514
| 0.003283
| 75
| 9,959.875
| 15,360
| 77
| 73.251
|
2026-01-30T06:19:06.914042
|
1769753946914042060
|
0
|
Tesla T4
| 74
| 70
| 1,410
| 5,000
| 0
| 11
| 55
| 0
| 1
| 0
| 0
| 0
|
1
| 75
| 9.72644
| 74.088
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:19:06.914042
|
1769753946914042060
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 13.338543
| 0.00337
| 100
| 9,959.875
| 15,360
| 77
| 67.83
|
2026-01-30T06:19:16.963537
|
1769753956963537124
|
0
|
Tesla T4
| 32
| 70
| 870
| 5,000
| 0
| 1
| 7
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 68.026
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:19:16.963537
|
1769753956963537124
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 13.664278
| 0.003452
| 60
| 9,959.875
| 15,360
| 77
| 65.333
|
2026-01-30T06:19:27.033736
|
1769753967033735642
|
0
|
Tesla T4
| 47
| 70
| 915
| 5,000
| 0
| 2
| 7
| 0
| 1
| 0
| 0
| 0
|
1
| 60
| 9.72644
| 65.333
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:19:27.033736
|
1769753967033735642
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 13.991787
| 0.003535
| 71
| 9,959.875
| 15,360
| 77
| 72.116
|
2026-01-30T06:19:37.096123
|
1769753977096122996
|
0
|
Tesla T4
| 70
| 70
| 1,455
| 5,000
| 0
| 11
| 60
| 0
| 1
| 0
| 0
| 0
|
1
| 71
| 9.72644
| 67.691
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:19:37.096123
|
1769753977096122996
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 14.316443
| 0.003617
| 72
| 9,959.875
| 15,360
| 77
| 69.501
|
2026-01-30T06:19:47.156610
|
1769753987156609528
|
0
|
Tesla T4
| 71
| 70
| 1,425
| 5,000
| 0
| 11
| 60
| 0
| 1
| 0
| 0
| 0
|
1
| 72
| 9.72644
| 69.501
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:19:47.156610
|
1769753987156609528
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 14.644773
| 0.0037
| 100
| 9,959.875
| 15,360
| 77
| 71.3
|
2026-01-30T06:19:57.206854
|
1769753997206853712
|
0
|
Tesla T4
| 51
| 70
| 960
| 5,000
| 0
| 1
| 7
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 72.62
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:19:57.206854
|
1769753997206853712
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 14.960407
| 0.003779
| 97
| 9,959.875
| 15,360
| 77
| 68.666
|
2026-01-30T06:20:07.264333
|
1769754007264333423
|
0
|
Tesla T4
| 38
| 70
| 1,410
| 5,000
| 0
| 11
| 59
| 0
| 1
| 0
| 0
| 0
|
1
| 97
| 9.72644
| 68.666
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:20:07.264333
|
1769754007264333423
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 15.392202
| 0.003889
| 100
| 9,959.875
| 15,360
| 77
| 70.715
|
2026-01-30T06:20:17.315943
|
1769754017315942915
|
0
|
Tesla T4
| 34
| 70
| 930
| 5,000
| 0
| 2
| 8
| 0
| 1
| 0
| 0
| 0
|
1
| 100
| 9.72644
| 71.788
| 77
|
27fca18b-182e-4452-9597-ed2363b7836d
|
smoltrace-eval
| 0
| 0
| 0
| 0
| 0
| 0
| 0
|
2026-01-30T06:20:17.315943
|
1769754017315942915
| null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
End of preview. Expand
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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 | LiquidAI/LFM2.5-1.2B-Instruct |
| Run ID | 27fca18b-182e-4452-9597-ed2363b7836d |
| Total Samples | 212 |
| Generated | 2026-01-30 06:30:12 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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