Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 200372.64099550247
Emissions (Co2eq in kg) 0.1507412192669486
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.3655050992787054
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.8348774672687027
Consumed energy (kWh) 3.2003825665473906
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) 0.3857173339163422
Emissions (Co2eq in kg) 0.07847928438990513

Note

24 juin 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs4_lr5_x4
sequence_length 400
num_epoch 6
learning_rate 5e-05
batch_size 4
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 167272

Training and Testing steps

Epoch Train Loss Test Loss
0.0 13.680839 13.534124
0.5 3.884803 3.505874
1.0 3.354071 3.263875
1.5 3.146496 3.133210
2.0 3.030724 3.021110
2.5 2.932071 2.949499
3.0 2.847698 2.885571
3.5 2.787141 2.804609
4.0 2.718879 2.765392
4.5 2.669024 2.706379
5.0 2.619988 2.671435
5.5 2.571603 2.637310
6.0 2.528606 2.613367
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Model size
32.5M params
Tensor type
F32
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