damgomz/ft_32_1e6_base

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	84055.49200820923
Emissions (Co2eq in kg)	0.050863255182789
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.992319499941666
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0875568335287273
Consumed energy (kWh)	1.0798763334703938
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)	0.16180682211580277
Emissions (Co2eq in kg)	0.032921734369881946

Note

21 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_32_1e6_base
sequence_length	400
num_epoch	6
learning_rate	1e-06
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	32586

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.601054	0.541133	0.737178	0.841699
1	0.497217	0.475979	0.778429	0.853965
2	0.427722	0.442907	0.795959	0.866545
3	0.370634	0.431111	0.797575	0.823108
4	0.322800	0.436151	0.801262	0.808254
5	0.273025	0.449454	0.796988	0.803851