Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 139202.18417787552
Emissions (Co2eq in kg) 0.104722485603777
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 1.643355957972341
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.5800041745891154
Consumed energy (kWh) 2.2233601325614543
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) 0.2679642045424104
Emissions (Co2eq in kg) 0.05452085546966791

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs32_lr2e4_x2
sequence_length 400
num_epoch 6
learning_rate 0.0002
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 20705

Training and Testing steps

Epoch Train Loss Test Loss
0.0 16.274338 14.084785
0.5 3.690379 3.364274
1.0 3.144720 3.066415
1.5 2.942246 2.938000
2.0 2.808966 2.794412
2.5 2.710082 2.709477
3.0 2.621632 2.658304
3.5 2.550567 2.577600
4.0 2.467248 2.517779
4.5 2.410656 2.447641
5.0 2.340931 2.391492
5.5 2.289141 2.346560
6.0 2.243479 2.321969
Downloads last month
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Model size
18.3M params
Tensor type
F32
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