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Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 63363.80458807945
Emissions (Co2eq in kg) 0.0383424426015018
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.7480437953352931
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0660035200402141
Consumed energy (kWh) 0.814047315375508
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) 0.12197532383205294
Emissions (Co2eq in kg) 0.02481749013033112

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_2_1e6_base_x2
sequence_length 400
num_epoch 6
learning_rate 1e-06
batch_size 2
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 0.694536 0.391247
1 0.344710 0.244879 0.897322
2 0.212956 0.248170 0.885115
3 0.169683 0.217404 0.923710
4 0.135652 0.229593 0.928016
5 0.102900 0.245075 0.917332
6 0.075348 0.258887 0.918590
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Model size
18.8M params
Tensor type
F32
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