Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 72174.87695670128
Emissions (Co2eq in kg) 0.0436741473999779
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.8520630548823225
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0751815344040593
Consumed energy (kWh) 0.9272445892863836
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) 0.13893663814164994
Emissions (Co2eq in kg) 0.028268493474707997

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_1e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 1e-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 0.723175 0.544516
1 0.421164 0.327351 0.856478
2 0.308261 0.301378 0.869300
3 0.273188 0.269568 0.898059
4 0.249916 0.260321 0.909226
5 0.231193 0.258757 0.890751
6 0.216664 0.246287 0.903480
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89.7M params
Tensor type
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