Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 84303.51375055313
Emissions (Co2eq in kg) 0.0510133030600741
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.9952469324474548
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0878150632654626
Consumed energy (kWh) 1.0830619957129182
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) 0.16228426396981477
Emissions (Co2eq in kg) 0.03301887621896664

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_16_5e6_base_x1
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 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.740609 0.466861
1 0.339392 0.245362 0.912107
2 0.198540 0.235901 0.942514
3 0.142256 0.242113 0.898439
4 0.095351 0.241974 0.907466
5 0.060148 0.266171 0.919643
6 0.038473 0.293546 0.913394
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Model size
11.7M params
Tensor type
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