Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 133153.12063407898
Emissions (Co2eq in kg) 0.1001717530380739
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 1.571943565429916
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.554800092625616
Consumed energy (kWh) 2.1267436580555383
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) 0.2563197572206021
Emissions (Co2eq in kg) 0.052151638915014266

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs64_lr2e4_x1
sequence_length 400
num_epoch 6
learning_rate 0.0002
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 10232

Training and Testing steps

Epoch Train Loss Test Loss
0.0 10.165766 3.987046
0.5 3.141550 2.856932
1.0 2.802947 2.766566
1.5 2.694699 2.688939
2.0 2.632640 2.628348
2.5 2.551587 2.571950
3.0 2.488738 2.514332
3.5 2.436970 2.447327
4.0 2.368893 2.406782
4.5 2.310514 2.347949
5.0 2.254628 2.291073
5.5 2.203995 2.255076
6.0 2.159423 2.224446
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Model size
11.2M params
Tensor type
F32
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