--- language: en tags: - text-classification pipeline_tag: text-classification widget: - text: GEPS Techno is the pioneer of hybridization of renewable energies at sea. We imagine, design and commercialize innovative off-grid systems that aim to generate power at sea, stabilize and collect data. The success of our low power platforms WAVEPEAL enabled us to scale-up the device up to WAVEGEM, the 150-kW capacity platform. --- ## Environmental Impact (CODE CARBON DEFAULT) | Metric | Value | |--------------------------|---------------------------------| | Duration (in seconds) | 109195.84913086893 | | Emissions (Co2eq in kg) | 0.0660760362156477 | | CPU power (W) | 42.5 | | GPU power (W) | [No GPU] | | RAM power (W) | 3.75 | | CPU energy (kWh) | 1.289114179005057 | | GPU energy (kWh) | [No GPU] | | RAM energy (kWh) | 0.1137442786847555 | | Consumed energy (kWh) | 1.4028584576898109 | | 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) | 0.21020200957692267 | | Emissions (Co2eq in kg) | 0.042768374242923665 | ## Note 14 juin 2024 ## My Config | Config | Value | |--------------------------|-----------------| | checkpoint | albert-base-v2 | | model_name | ft_2_7e6_base_x1 | | sequence_length | 400 | | num_epoch | 6 | | learning_rate | 7e-06 | | batch_size | 2 | | 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 | 0.788434 | 0.171993 | | 1 | 0.292332 | 0.228442 | 0.935907 | | 2 | 0.193644 | 0.227859 | 0.909538 | | 3 | 0.145006 | 0.219911 | 0.922383 | | 4 | 0.094830 | 0.234023 | 0.917741 | | 5 | 0.056215 | 0.284398 | 0.926328 | | 6 | 0.029185 | 0.331336 | 0.920972 |