Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 125483.45862317084
Emissions (Co2eq in kg) 0.0759319281316547
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 1.481398186903861
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.1307104335427285
Consumed energy (kWh) 1.6121086204465886
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) 0.24155565784960387
Emissions (Co2eq in kg) 0.04914768796074191

Note

14 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_1_7e6_base_x1
sequence_length 400
num_epoch 6
learning_rate 7e-06
batch_size 1
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 0.722133 0.633414
1 0.312200 0.230173 0.916028
2 0.204435 0.232820 0.922595
3 0.149505 0.228173 0.933575
4 0.097572 0.241656 0.922161
5 0.048770 0.307451 0.924099
6 0.019439 0.360844 0.922979
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Model size
11.7M params
Tensor type
F32
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