Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 85922.26341843605
Emissions (Co2eq in kg) 0.0519928471908627
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.014357368135785
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0895013013375301
Consumed energy (kWh) 1.103858669473317
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) 0.1654003570804894
Emissions (Co2eq in kg) 0.03365288650555412

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_16_7e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 7e-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 0.740909 0.166798
1 0.362867 0.293668 0.921998
2 0.237607 0.227990 0.902193
3 0.198345 0.221018 0.923851
4 0.164885 0.228090 0.917057
5 0.137201 0.232518 0.920178
6 0.110112 0.277356 0.915008
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Model size
89.7M params
Tensor type
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