damgomz/ft_32_2e6_base

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	94566.8026907444
Emissions (Co2eq in kg)	0.0572237513240666
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	1.1164102884280973
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.09850555888017
Consumed energy (kWh)	1.2149158473082664
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)	0.18204109517968298
Emissions (Co2eq in kg)	0.03703866438720822

Note

21 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_32_2e6_base
sequence_length	400
num_epoch	6
learning_rate	2e-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	0.566979	0.493775	0.769300	0.826475
1	0.433719	0.412018	0.817031	0.850808
2	0.357331	0.387126	0.825282	0.869627
3	0.293457	0.401614	0.822777	0.850921
4	0.237306	0.430223	0.810255	0.821977
5	0.185810	0.469887	0.799501	0.834173