Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 69636.6385614872
Emissions (Co2eq in kg) 0.0421382117892126
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.822097656586435
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.072537527150909
Consumed energy (kWh) 0.8946351837373439
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) 0.13405052923086286
Emissions (Co2eq in kg) 0.02727435010324915

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_8_8e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 8e-06
batch_size 8
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 0.759510 0.499996
1 0.291717 0.224790 0.901780
2 0.178701 0.239527 0.940685
3 0.124673 0.242050 0.902586
4 0.080979 0.271067 0.926136
5 0.047177 0.332985 0.926764
6 0.036453 0.349745 0.904018
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Model size
18.8M params
Tensor type
F32
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