Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 161784.5945470333
Emissions (Co2eq in kg) 0.1217112848599192
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 1.9099527692632583
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.6740960802286884
Consumed energy (kWh) 2.5840488494919263
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) 0.3114353445030391
Emissions (Co2eq in kg) 0.06336563286425471

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs16_lr1e4_x8
sequence_length 400
num_epoch 6
learning_rate 0.0001
batch_size 16
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 41349

Training and Testing steps

Epoch Train Loss Test Loss
0.0 16.480743 13.857116
0.5 4.640035 4.091288
1.0 3.900896 3.785841
1.5 3.649048 3.571784
2.0 3.474490 3.435858
2.5 3.341913 3.328570
3.0 3.242238 3.237154
3.5 3.149932 3.161583
4.0 3.073703 3.105345
4.5 2.999813 3.022865
5.0 2.939036 2.981219
5.5 2.885885 2.938506
6.0 2.842791 2.906833
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Model size
60.8M params
Tensor type
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