damgomz/ft_16_12e6_base_x1

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	67303.03657197952
Emissions (Co2eq in kg)	0.0407261095760171
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.7945481860455557
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0701066955072181
Consumed energy (kWh)	0.8646548815527734
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)	0.12955834540106057
Emissions (Co2eq in kg)	0.02636035599069198

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_16_12e6_base_x1
sequence_length	400
num_epoch	6
learning_rate	1.2e-05
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	0.736456	0.390831
1	0.304560	0.224089	0.882034
2	0.191519	0.208875	0.926685
3	0.139250	0.224205	0.925702
4	0.097304	0.240547	0.924833
5	0.066975	0.274893	0.918656
6	0.041386	0.338174	0.905027