damgomz/ft_16_2e6_base

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	72292.58600878716
Emissions (Co2eq in kg)	0.0437453634460759
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.8534524710832389
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0753041040653985
Consumed energy (kWh)	0.9287565751486369
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)	0.13916322806691525
Emissions (Co2eq in kg)	0.028314596186774968

Note

21 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_16_2e6_base
sequence_length	400
num_epoch	6
learning_rate	2e-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	32586

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.544336	0.477866	0.767240	0.803225
1	0.396334	0.386530	0.827345	0.877139
2	0.321938	0.380702	0.832649	0.840887
3	0.258635	0.413110	0.816591	0.838604
4	0.215591	0.433801	0.812760	0.825242
5	0.162357	0.478323	0.809816	0.807659