Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 100525.87512540816
Emissions (Co2eq in kg) 0.0608297145089732
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.1867606840438354
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1047132657443477
Consumed energy (kWh) 1.291473949788184
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 2
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) 0.1935123096164107
Emissions (Co2eq in kg) 0.039372634424118196

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_13e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 1.3e-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 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.718926 0.311683
1 0.319967 0.244123 0.919443
2 0.218949 0.252472 0.888027
3 0.178998 0.230531 0.926290
4 0.142987 0.255293 0.920679
5 0.112788 0.261754 0.917922
6 0.082273 0.331331 0.906448
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89.7M params
Tensor type
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