Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 270327.00105547905
Emissions (Co2eq in kg) 0.2033683538068236
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 3.1913542841785674
GPU energy (kWh) [No GPU]
RAM energy (kWh) 1.12635348862509
Consumed energy (kWh) 4.317707772803627
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) 0.5203794770317971
Emissions (Co2eq in kg) 0.10587807541339594

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs1_lr2e4_x4
sequence_length 400
num_epoch 6
learning_rate 0.0002
batch_size 1
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 660770

Training and Testing steps

Epoch Train Loss Test Loss
0.0 13.888206 12.448408
0.5 7.429941 7.250634
1.0 7.154016 7.114146
1.5 7.112301 7.118856
2.0 7.117295 7.133147
2.5 7.121314 7.125204
3.0 7.136490 7.147281
3.5 7.145800 7.151901
4.0 7.150374 7.149446
4.5 7.165878 7.171242
5.0 7.162194 7.169161
5.5 7.161695 7.165313
6.0 7.162753 7.163096
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Model size
32.5M params
Tensor type
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