Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 64939.65093708038
Emissions (Co2eq in kg) 0.0392959976393814
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 3.75
CPU energy (kWh) 0.7666472850430347
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.0676449303957324
Consumed energy (kWh) 0.8342922154387682
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) 0.12500882805387975
Emissions (Co2eq in kg) 0.02543469661702315

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name ft_32_10e6_base_x12
sequence_length 400
num_epoch 6
learning_rate 1e-05
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 29328

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score
0 0.000000 0.723034 0.340371
1 0.375047 0.287499 0.926210
2 0.246502 0.245994 0.915720
3 0.195115 0.223204 0.924802
4 0.167885 0.228968 0.921891
5 0.144182 0.236791 0.897302
6 0.115180 0.251106 0.922498
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Model size
89.7M params
Tensor type
F32
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