Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 88884.77698659897
Emissions (Co2eq in kg) 0.0537855138699561
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.049331471252606
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0925872538266082
Consumed energy (kWh) 1.1419187250792164
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) 0.17110319569920301
Emissions (Co2eq in kg) 0.03481320431975127

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_9e6_base_x8
sequence_length 400
num_epoch 6
learning_rate 9e-06
batch_size 8
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 0.711178 0.303213
1 0.303538 0.238333 0.920930
2 0.201302 0.233842 0.917758
3 0.158000 0.249642 0.904558
4 0.116038 0.278380 0.894518
5 0.077639 0.300318 0.921459
6 0.052857 0.382190 0.908050
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61.3M params
Tensor type
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