Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 182564.2104690075
Emissions (Co2eq in kg) 0.1373437497315799
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.1552662607022564
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.7606750087310861
Consumed energy (kWh) 2.9159412694333446
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) 0.35143610515283946
Emissions (Co2eq in kg) 0.07150431576702793

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs32_lr1e4_x1
sequence_length 400
num_epoch 6
learning_rate 0.0001
batch_size 32
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 20773

Training and Testing steps

Epoch Train Loss Test Loss
0.0 7.459704 3.566733
0.5 2.955883 2.842700
1.0 2.756579 2.749559
1.5 2.648623 2.632497
2.0 2.568728 2.570232
2.5 2.487501 2.500798
3.0 2.434648 2.445399
3.5 2.376274 2.399578
4.0 2.319105 2.349347
4.5 2.266935 2.316212
5.0 2.225784 2.263085
5.5 2.177973 2.230811
6.0 2.152503 2.212251
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Model size
11.2M params
Tensor type
F32
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