damgomz/BERTrand_base_x4

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	38957.92519903183
Emissions (Co2eq in kg)	0.0235740501238812
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.4599191364260191
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.040580855588615
Consumed energy (kWh)	0.5004999920146328
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)	0.07499400600813627
Emissions (Co2eq in kg)	0.015258520702954134

Note

19 juin 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	BERTrand_base_x4
sequence_length	400
num_epoch	6
learning_rate	1.6e-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	36660

Training and Testing steps

Epoch	Train Loss	Test Loss	F-beta Score	TN	FP	FN	TP
0	0.000000	0.729831	0.607085	56.000000	706.000000	245.000000	521.000000
1	0.289319	0.223377	0.917121	683.000000	79.000000	60.000000	706.000000
2	0.192557	0.244767	0.953641	614.000000	148.000000	9.000000	757.000000
3	0.141159	0.227885	0.913123	693.000000	69.000000	66.000000	700.000000
4	0.098399	0.224589	0.938067	691.000000	71.000000	42.000000	724.000000
5	0.051018	0.279528	0.915383	698.000000	64.000000	65.000000	701.000000
6	0.040902	0.293502	0.934194	675.000000	87.000000	42.000000	724.000000