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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 158953.8123600483
Emissions (Co2eq in kg) 0.1663746335150697
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 37.5
CPU energy (kWh) 1.87653561675366
GPU energy (kWh) [No GPU]
RAM energy (kWh) 1.6557595259199582
Consumed energy (kWh) 3.5322951426736116
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 4
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) 0.30598608879309297
Emissions (Co2eq in kg) 0.062256909841018906

Note

15 May 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ThunBERT_bs64_lr4
sequence_length 400
num_epoch 6
learning_rate 0.0005
batch_size 64
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 10263

Training and Testing steps

Epoch Train Loss Test Loss
0.0 6.820532 11.810026
0.5 4.147990 3.898213
1.0 3.784049 3.836403
1.5 7.045870 7.716833
2.0 7.670383 7.707286
2.5 7.666404 7.691573
3.0 7.656751 7.687526
3.5 7.654266 7.679237
4.0 7.644708 7.664175
4.5 7.641661 7.666334
5.0 7.638564 7.655856
5.5 7.625011 7.645496
6.0 7.626149 7.648783
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Tensor type
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