damgomz/ft_bs16_lr6_base_x2

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	17539.63565468788
Emissions (Co2eq in kg)	0.0107856173433722
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	4.500000000000001
CPU energy (kWh)	0.2070647665154599
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0219243705171347
Consumed energy (kWh)	0.2289891370325948
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)	0.03376379863527417
Emissions (Co2eq in kg)	0.006869690631419421

Note

17 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_bs16_lr6_base_x2
sequence_length	400
num_epoch	6
learning_rate	5e-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	32580

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.449242	0.373513	0.834315	0.812883
1	0.335334	0.351701	0.851252	0.903374
2	0.286431	0.351840	0.854934	0.881902
3	0.217484	0.389165	0.840206	0.932515
4	0.133403	0.430746	0.846097	0.842025
5	0.079103	0.486669	0.844624	0.883436