Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 79761.19730997086
Emissions (Co2eq in kg) 0.0482647289701726
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.9416232944818016
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0830838023987907
Consumed energy (kWh) 1.0247070968805905
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) 0.1535403048216939
Emissions (Co2eq in kg) 0.031239802279738584

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_1e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 1e-06
batch_size 4
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 0.719349 0.572243
1 0.373264 0.287577 0.882187
2 0.230996 0.225950 0.917004
3 0.186381 0.212039 0.919662
4 0.153728 0.222608 0.919677
5 0.125745 0.233122 0.907441
6 0.097748 0.250680 0.926362
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Safetensors
Model size
18.8M params
Tensor type
F32
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