damgomz/ft_bs16_lr7_base

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	22631.866507530212
Emissions (Co2eq in kg)	0.0139169743825858
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	4.500000000000001
CPU energy (kWh)	0.267181290489766
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0282895993551612
Consumed energy (kWh)	0.2954708898449266
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)	0.04356634302699566
Emissions (Co2eq in kg)	0.008864147715449333

Note

16 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_bs16_lr7_base
sequence_length	400
num_epoch	10
learning_rate	5e-07
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	54300

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.629086	0.590556	0.692194	0.911043
1	0.548482	0.540004	0.726068	0.872699
2	0.501704	0.512447	0.754786	0.886503
3	0.459357	0.494099	0.770250	0.857362
4	0.416389	0.479099	0.789396	0.869632
5	0.380655	0.477198	0.782032	0.888037
6	0.344400	0.471280	0.786451	0.880368
7	0.310361	0.469706	0.785714	0.869632
8	0.280115	0.481110	0.781296	0.869632
9	0.250575	0.481127	0.770987	0.817485