damgomz/ft_16_1e6_base_x1

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	75931.89353346825
Emissions (Co2eq in kg)	0.0459475461838938
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.8964161302200631
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0790949244049688
Consumed energy (kWh)	0.9755110546250364
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)	0.14616889505192637
Emissions (Co2eq in kg)	0.029739991633941726

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_16_1e6_base_x1
sequence_length	400
num_epoch	6
learning_rate	1e-06
batch_size	16
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	0.723550	0.695135
1	0.502504	0.387507	0.885544
2	0.326378	0.289105	0.899591
3	0.243015	0.242274	0.912829
4	0.195490	0.229954	0.917272
5	0.162022	0.223088	0.913880
6	0.128879	0.232340	0.903057