Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 87073.08275270462
Emissions (Co2eq in kg) 0.0526892535215337
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.027943772119119
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0907002804813283
Consumed energy (kWh) 1.1186440526004489
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) 0.16761568429895637
Emissions (Co2eq in kg) 0.034103624078142644

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_1e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 1e-06
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 0.702935 0.347299
1 0.396065 0.320284 0.863116
2 0.292237 0.274563 0.889227
3 0.255172 0.272169 0.902294
4 0.231406 0.249139 0.895307
5 0.211234 0.246730 0.895696
6 0.191993 0.238276 0.914440
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Model size
89.7M params
Tensor type
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