Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 67374.81988477707
Emissions (Co2eq in kg) 0.0407695496444588
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.7953956637606016
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0701814926577112
Consumed energy (kWh) 0.8655771564183103
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) 0.12969652827819583
Emissions (Co2eq in kg) 0.026388471121537683

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_4_9e6_base_x4
sequence_length 400
num_epoch 6
learning_rate 9e-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 0.703601 0.562960
1 0.287286 0.255282 0.892093
2 0.189257 0.226804 0.914889
3 0.137616 0.245570 0.918981
4 0.091084 0.261889 0.919661
5 0.058447 0.322563 0.900895
6 0.041570 0.363783 0.897305
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Model size
32.9M params
Tensor type
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