Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 68449.6021873951
Emissions (Co2eq in kg) 0.041419911966503
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.8080839666964277
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0713010138029854
Consumed energy (kWh) 0.8793849804994166
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) 0.13176548421073553
Emissions (Co2eq in kg) 0.02680942752339641

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_32_17e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 1.7e-05
batch_size 32
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 0.706356 0.346910
1 0.312243 0.234096 0.924459
2 0.181088 0.234735 0.924702
3 0.124604 0.269449 0.935804
4 0.082481 0.287491 0.907270
5 0.050122 0.321535 0.911518
6 0.034494 0.345586 0.908977
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Model size
18.8M params
Tensor type
F32
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