damgomz/BERTrand_bs32_lr5

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	215893.2022356987
Emissions (Co2eq in kg)	0.2259719345261451
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	37.5
CPU energy (kWh)	2.548734558446212
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	2.248869197867814
Consumed energy (kWh)	4.797603756313989
Country name	Switzerland
Cloud provider	nan
Cloud region	nan
CPU count	4
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)	0.41559441430371996
Emissions (Co2eq in kg)	0.08455817087564864

Note

30 April 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	BERTrand_bs32_lr5
sequence_length	400
num_epoch	12
learning_rate	5e-05
batch_size	32
weight_decay	0.0
warm_up_prop	0
drop_out_prob	0.1
packing_length	100
train_test_split	0.2
num_steps	6287

Training and Testing steps

Epoch	Train Loss	Test Loss
0.0	15.495780	13.831327
0.5	7.825472	7.840593
1.0	7.327533	7.785610
1.5	7.205367	7.586150
2.0	7.151769	7.663743
2.5	7.125600	8.101605
3.0	7.034717	7.773854
3.5	7.092155	7.549316
4.0	7.067814	7.819034
4.5	7.141888	7.587213
5.0	7.006890	7.892200
5.5	7.049742	7.752103
6.0	7.048553	7.844037
6.5	7.096755	7.641740
7.0	6.994647	7.617568
7.5	6.993773	7.864096
8.0	7.058714	7.730159
8.5	7.064419	7.629280
9.0	7.013462	7.746540
9.5	6.962919	8.147570
10.0	7.028505	7.587558
10.5	7.022366	7.531848
11.0	7.059191	7.623211
11.5	6.955125	7.734247
12.0	7.028196	7.606153