damgomz/ft_32_18e6_base_x8

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	83661.49552226067
Emissions (Co2eq in kg)	0.0506248307469959
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.9876679645523444
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0871463864592213
Consumed energy (kWh)	1.0748143510115693
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)	0.16104837888035178
Emissions (Co2eq in kg)	0.03276741907955209

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_32_18e6_base_x8
sequence_length	400
num_epoch	6
learning_rate	1.8e-05
batch_size	32
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	0.729164	0.515696
1	0.327088	0.233053	0.922262
2	0.200008	0.226412	0.926072
3	0.154432	0.243826	0.923200
4	0.107959	0.308675	0.907737
5	0.078035	0.288907	0.927639
6	0.048632	0.382458	0.909777