Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 198935.97400522232
Emissions (Co2eq in kg) 0.1496604393745415
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.348544561807794
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.8288919973850215
Consumed energy (kWh) 3.177436559192832
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) 0.38295174996005293
Emissions (Co2eq in kg) 0.07791658981871206

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs4_lr2e4_x8
sequence_length 400
num_epoch 6
learning_rate 0.0002
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 164161

Training and Testing steps

Epoch Train Loss Test Loss
0.0 13.111084 13.628516
0.5 7.179274 7.071510
1.0 7.045957 7.038580
1.5 7.017994 7.021349
2.0 7.016573 7.022900
2.5 7.005871 7.031430
3.0 6.999359 6.998757
3.5 6.996458 6.994393
4.0 6.991902 7.002926
4.5 6.988254 6.994917
5.0 6.986123 6.988039
5.5 6.983536 6.992863
6.0 6.982871 6.988920
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Model size
60.8M params
Tensor type
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