Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 198827.0904076099
Emissions (Co2eq in kg) 0.1495785904145973
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.347259659283022
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.8284391669541552
Consumed energy (kWh) 3.1756988262371784
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) 0.38274214903464904
Emissions (Co2eq in kg) 0.07787394374298054

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs2_lr1e4_x2
sequence_length 400
num_epoch 6
learning_rate 0.0001
batch_size 2
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 328216

Training and Testing steps

Epoch Train Loss Test Loss
0.0 16.625877 13.525457
0.5 6.581395 7.139412
1.0 7.096494 7.074078
1.5 7.072520 7.055483
2.0 7.055790 7.055666
2.5 7.051934 7.048927
3.0 7.042470 7.044775
3.5 7.037276 7.050331
4.0 7.037438 7.039539
4.5 7.032239 7.035408
5.0 7.030731 7.041799
5.5 7.030153 7.032518
6.0 7.024171 7.025166
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Model size
18.3M params
Tensor type
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