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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 96333.48592114449
Emissions (Co2eq in kg) 0.0582928527498158
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.137267635596956
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1003462738702694
Consumed energy (kWh) 1.2376139094672265
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 2
CPU model Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
GPU count nan
GPU model nan

Environmental Impact (for one core)

Metric Value
CPU energy (kWh) 0.18544196039820313
Emissions (Co2eq in kg) 0.03773061531911492

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_12e6_base_x4
sequence_length 400
num_epoch 6
learning_rate 1.2e-05
batch_size 4
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.706070 0.370547
1 0.293505 0.248042 0.911188
2 0.203350 0.216160 0.924175
3 0.149881 0.246498 0.917461
4 0.106024 0.280948 0.921067
5 0.072248 0.323335 0.915104
6 0.048777 0.378364 0.909042
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Tensor type
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