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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 122509.28937077522
Emissions (Co2eq in kg) 0.0741322130947935
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.4462865382328616
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1276123831232385
Consumed energy (kWh) 1.5738989213560983
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) 0.2358303820387423
Emissions (Co2eq in kg) 0.04798280500355362

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_2_10e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 1e-05
batch_size 2
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 0.698530 0.334903
1 0.320533 0.274600 0.877636
2 0.224285 0.233959 0.917587
3 0.182413 0.259079 0.877796
4 0.146077 0.251213 0.928082
5 0.115457 0.266727 0.919940
6 0.087459 0.332212 0.911921
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