Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 86278.34803128242
Emissions (Co2eq in kg) 0.0522083330142711
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.018561335987184
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0898723069136344
Consumed energy (kWh) 1.1084336429008126
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) 0.16608581996021865
Emissions (Co2eq in kg) 0.03379235297891895

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_16_3e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 3e-06
batch_size 16
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 0.720780 0.463685
1 0.388762 0.299247 0.898228
2 0.280889 0.265678 0.900245
3 0.234630 0.251317 0.918218
4 0.205509 0.235801 0.916137
5 0.181493 0.225241 0.917988
6 0.164964 0.226819 0.912778
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Model size
89.7M params
Tensor type
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