Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 123505.20937132835
Emissions (Co2eq in kg) 0.0747348705362113
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.458044145295688
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1286497791690127
Consumed energy (kWh) 1.5866939244646907
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) 0.23774752803980706
Emissions (Co2eq in kg) 0.04837287367043693

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_2_6e6_base_x8
sequence_length 400
num_epoch 6
learning_rate 6e-06
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 0.711459 0.596825
1 0.295043 0.246034 0.910053
2 0.203777 0.244409 0.907448
3 0.155663 0.229276 0.927095
4 0.111661 0.271315 0.926024
5 0.076666 0.275211 0.923403
6 0.048730 0.370226 0.917563
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61.3M params
Tensor type
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