Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 118935.30783200264
Emissions (Co2eq in kg) 0.0719695536378815
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.4040940282492131
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1238895312905309
Consumed energy (kWh) 1.527983559539745
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) 0.22895046757660506
Emissions (Co2eq in kg) 0.04658299556753436

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_1_17e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 1.7e-05
batch_size 1
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 0.744084 0.420257
1 0.538038 0.551927 0.663448
2 0.380818 0.373791 0.866965
3 0.296299 0.282822 0.905710
4 0.217475 0.264127 0.905786
5 0.159989 0.261415 0.926473
6 0.122649 0.283861 0.918131
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Model size
11.7M params
Tensor type
F32
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