Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 182447.16885209084
Emissions (Co2eq in kg) 0.1372556992362983
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.153884664929242
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.7601872069269416
Consumed energy (kWh) 2.9140718718561898
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 6
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) 0.3512108000402749
Emissions (Co2eq in kg) 0.0714584744670689

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs32_lr1e4_x2
sequence_length 400
num_epoch 6
learning_rate 0.0001
batch_size 32
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 20724

Training and Testing steps

Epoch Train Loss Test Loss
0.0 14.557212 11.644279
0.5 3.925281 3.465024
1.0 3.306475 3.200011
1.5 3.111817 3.079403
2.0 2.991004 2.975843
2.5 2.880626 2.877019
3.0 2.804260 2.804702
3.5 2.725044 2.747686
4.0 2.660163 2.689429
4.5 2.599438 2.636241
5.0 2.552511 2.583040
5.5 2.498171 2.549141
6.0 2.469046 2.517659
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Model size
18.3M params
Tensor type
F32
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