damgomz/ft_32_14e6_base_x2

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	48707.72151255608
Emissions (Co2eq in kg)	0.0294738165084835
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.5750208622387717
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0507369031692544
Consumed energy (kWh)	0.6257577654080286
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)	0.09376236391167045
Emissions (Co2eq in kg)	0.019077190925751133

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_32_14e6_base_x2
sequence_length	400
num_epoch	6
learning_rate	1.4e-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	0.708510	0.332460
1	0.308986	0.230178	0.909861
2	0.184904	0.211419	0.924938
3	0.128324	0.239823	0.924368
4	0.074300	0.282441	0.936272
5	0.044291	0.327128	0.909196
6	0.032622	0.391054	0.921756