Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 237362.58397865295
Emissions (Co2eq in kg) 0.1785690373864647
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.802192151747148
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.9890020349254236
Consumed energy (kWh) 3.791194186672571
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) 0.456922974158907
Emissions (Co2eq in kg) 0.09296701205830574

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs8_lr2e4_x4
sequence_length 400
num_epoch 6
learning_rate 0.0002
batch_size 8
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 82664

Training and Testing steps

Epoch Train Loss Test Loss
0.0 14.987936 11.931193
0.5 7.140273 7.057710
1.0 7.035364 7.019231
1.5 7.000329 7.007203
2.0 6.982339 6.987988
2.5 6.980809 6.980021
3.0 6.973144 6.982472
3.5 6.966241 6.977357
4.0 6.965905 6.969510
4.5 6.957660 6.966595
5.0 6.968893 6.967915
5.5 6.962095 6.962197
6.0 6.951328 6.962886
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Model size
32.5M params
Tensor type
F32
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