Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) [More Information Needed]
Emissions (Co2eq in kg) [More Information Needed]
CPU power (W) [NO CPU]
GPU power (W) [No GPU]
RAM power (W) [More Information Needed]
CPU energy (kWh) [No CPU]
GPU energy (kWh) [No GPU]
RAM energy (kWh) [More Information Needed]
Consumed energy (kWh) [More Information Needed]
Country name [More Information Needed]
Cloud provider [No Cloud]
Cloud region [No Cloud]
CPU count [No CPU]
CPU model [No CPU]
GPU count [No GPU]
GPU model [No GPU]

Environmental Impact (for one core)

Metric Value
CPU energy (kWh) [No CPU]
Emissions (Co2eq in kg) [More Information Needed]

Note

19 juin 2024

My Config

Config Value
checkpoint albert-base-v2
model_name B_base_x12
sequence_length 400
num_epoch 2
learning_rate 1.8e-05
batch_size 8
weight_decay 0.0
warm_up_prop 0.0
drop_out_prob 0.1
packing_length 100
train_test_split 0.2
num_steps 12220

Training and Testing steps

Epoch Train Loss Test Loss F-beta Score TN FP FN TP
0 0.000000 0.696890 0.238513 572.000000 190.000000 603.000000 163.000000
1 0.299068 0.239116 0.924833 649.000000 113.000000 45.000000 721.000000
2 0.218701 0.239668 0.938454 632.000000 130.000000 28.000000 738.000000
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Model size
89.7M params
Tensor type
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Inference Examples
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