damgomz/ft_bs32_lr7_base_x8

Environmental Impact (CODE CARBON DEFAULT)

Metric	Value
Duration (in seconds)	29443.913482666016
Emissions (Co2eq in kg)	0.0192615910805578
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	7.5
CPU energy (kWh)	0.3476012287669722
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0613410671621561
Consumed energy (kWh)	0.4089422959291282
Country name	Switzerland
Cloud provider	nan
Cloud region	nan
CPU count	3
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)	0.056679533454132076
Emissions (Co2eq in kg)	0.011532199447377522

Note

20 May 2024

My Config

Config	Value
checkpoint	albert-base-v2
model_name	ft_bs32_lr7_base_x8
sequence_length	400
num_epoch	20
learning_rate	5e-07
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	108600

Training and Testing steps

Epoch	Train Loss	Test Loss	Accuracy	Recall
0	0.599385	0.533520	0.732695	0.743865
1	0.497255	0.495337	0.756996	0.874233
2	0.456973	0.457591	0.777614	0.812883
3	0.428078	0.435462	0.792342	0.811350
4	0.405985	0.418146	0.806333	0.865031
5	0.386763	0.402823	0.818851	0.852761
6	0.370968	0.398841	0.818115	0.819018
7	0.361504	0.389461	0.822533	0.865031
8	0.348315	0.386434	0.828424	0.881902
9	0.339924	0.381690	0.829897	0.820552
10	0.333508	0.379336	0.829161	0.869632
11	0.327714	0.375907	0.831370	0.860429
12	0.319972	0.372091	0.835052	0.861963
13	0.311965	0.373268	0.833579	0.829755
14	0.307354	0.374971	0.834315	0.835890
15	0.303944	0.373268	0.835052	0.874233
16	0.297742	0.387149	0.831370	0.906442
17	0.288179	0.376481	0.837997	0.878834
18	0.284836	0.380563	0.834315	0.892638
19	0.279182	0.376233	0.835788	0.843558