Environmental Impact (CODE CARBON DEFAULT)

Metric Value
Duration (in seconds) 170999.33468651772
Emissions (Co2eq in kg) 0.1286435089928204
CPU power (W) 42.5
GPU power (W) [No GPU]
RAM power (W) 15.0
CPU energy (kWh) 2.0187371018116647
GPU energy (kWh) [No GPU]
RAM energy (kWh) 0.7124896023521883
Consumed energy (kWh) 2.7312267041638285
Country name Switzerland
Cloud provider nan
Cloud region nan
CPU count 6
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) 0.3291737192715466
Emissions (Co2eq in kg) 0.0669747394188861

Note

5 juillet 2024 !

My Config

Config Value
checkpoint albert-base-v2
model_name fp_bs32_lr1e4_x8
sequence_length 400
num_epoch 6
learning_rate 0.0001
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 20473

Training and Testing steps

Epoch Train Loss Test Loss
0.0 15.218509 14.895170
0.5 4.130980 3.648473
1.0 3.499507 3.432615
1.5 3.295394 3.261808
2.0 3.170224 3.150177
2.5 3.059754 3.059962
3.0 2.977904 2.999814
3.5 2.899027 2.929335
4.0 2.828556 2.873622
4.5 2.777183 2.827625
5.0 2.726717 2.776965
5.5 2.683589 2.749870
6.0 2.653722 2.730209
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Model size
60.8M params
Tensor type
F32
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