Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 381894.7638690472
Emissions (Co2eq in kg) 0.2873011249081278
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 4.508469447750321
GPU energy (kWh) [No GPU]
RAM energy (kWh) 1.5912126164972706
Consumed energy (kWh) 6.099682064247635
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) 0.7351474204479158
Emissions (Co2eq in kg) 0.1495754491820435

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs1_lr2e4_x12
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 655519

Training and Testing steps

Epoch Train Loss Test Loss
0.0 11.187378 13.078970
0.5 7.433358 7.237210
1.0 7.154982 7.190100
1.5 7.115644 7.113446
2.0 7.117883 7.118742
2.5 7.128531 7.134998
3.0 7.131356 7.141129
3.5 7.143937 7.158777
4.0 7.143662 7.167286
4.5 7.155480 7.155225
5.0 7.155166 7.157110
5.5 7.161736 7.159118
6.0 7.156671 7.166211
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Model size
89.2M params
Tensor type
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