Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 92022.07300305368
Emissions (Co2eq in kg) 0.0556839343089682
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.0863688369148332
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0958551988586781
Consumed energy (kWh) 1.1822240357735123
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) 0.17714249053087833
Emissions (Co2eq in kg) 0.03604197859286269

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_13e6_base_x1
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 0.806201 0.277259
1 0.315140 0.225061 0.920536
2 0.205290 0.212880 0.903218
3 0.160298 0.230613 0.899644
4 0.118027 0.251226 0.915194
5 0.081854 0.312642 0.916004
6 0.058089 0.325546 0.900913
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Model size
11.7M params
Tensor type
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