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public-leaderboard-audio

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train · 6 rows

username stringclasses 5 values	space_url stringclasses 5 values	submission_timestamp stringclasses 6 values	model_description stringclasses 5 values	accuracy float64 0.51 1	energy_consumed_wh float64 0 18.9	emissions_gco2eq float64 0 6.96	emissions_data dict	api_route stringclasses 1 value	dataset_config dict
AB739	https://huggingface.co/spaces/AB739/submission	2025-01-17T10:57:42.144706	Tiny_DNN	0.99915	0.500194	0.184639	{ "run_id": "e6029dbf-6cfe-492f-9d30-2fa3da7c96f2", "duration": 9.167758092982695, "emissions": 0.00018463886573581414, "emissions_rate": 0.00002014035555679593, "cpu_power": 150, "gpu_power": 0, "ram_power": 46.42727851867676, "cpu_energy": 0.00038197744437881427, "gpu_energy": 0, "ram_energy": 0.00011821673095336081, "energy_consumed": 0.000500194175332175, "country_name": "United States", "country_iso_code": "USA", "region": "virginia", "cloud_provider": "", "cloud_region": "", "os": "Linux-5.10.230-223.885.amzn2.x86_64-x86_64-with-glibc2.36", "python_version": "3.9.21", "codecarbon_version": "2.8.2", "cpu_count": 16, "cpu_model": "Intel(R) Xeon(R) Platinum 8375C CPU @ 2.90GHz", "gpu_count": null, "gpu_model": null, "ram_total_size": 123.80607604980469, "tracking_mode": "machine", "on_cloud": "N", "pue": 1 }	/audio	{ "dataset_name": "rfcx/frugalai", "test_size": 0.2, "test_seed": 42 }
TheoLvs	https://huggingface.co/spaces/TheoLvs/api-test	2025-01-06T05:40:00.712337	Random Baseline	0.50907	0.003635	0.001342	{ "run_id": "73f50b13-c7e5-4747-83ee-e67aae9883b3", "duration": 0.062445457000649185, "emissions": 0.0000013417545223160377, "emissions_rate": 0.000020050665770065593, "cpu_power": 150, "gpu_power": 0, "ram_power": 46.42727851867676, "cpu_energy": 0.000002782181374944533, "gpu_energy": 0, "ram_energy": 8.526860410434283e-7, "energy_consumed": 0.0000036348674159879612, "country_name": "United States", "country_iso_code": "USA", "region": "virginia", "cloud_provider": "", "cloud_region": "", "os": "Linux-5.10.230-223.885.amzn2.x86_64-x86_64-with-glibc2.36", "python_version": "3.9.21", "codecarbon_version": "2.8.2", "cpu_count": 16, "cpu_model": "Intel(R) Xeon(R) Platinum 8375C CPU @ 2.90GHz", "gpu_count": null, "gpu_model": null, "ram_total_size": 123.80607604980469, "tracking_mode": "machine", "on_cloud": "N", "pue": 1 }	/audio	{ "dataset_name": "rfcx/frugalai", "test_size": 0.2, "test_seed": 42 }
aweber	https://huggingface.co/spaces/aweber/submission-template-frugal-ai-challenge	2025-01-17T13:51:29.103030	Random Forest	1	0.948857	0.350256	{ "run_id": "900390fb-984c-4c63-a462-44d96e88d73f", "duration": 17.390438637987245, "emissions": 0.00035025579180412113, "emissions_rate": 0.000020140766107231124, "cpu_power": 150, "gpu_power": 0, "ram_power": 46.42727851867676, "cpu_energy": 0.00072459368937416, "gpu_energy": 0, "ram_energy": 0.0002242634552936099, "energy_consumed": 0.00094885714466777, "country_name": "United States", "country_iso_code": "USA", "region": "virginia", "cloud_provider": "", "cloud_region": "", "os": "Linux-5.10.230-223.885.amzn2.x86_64-x86_64-with-glibc2.36", "python_version": "3.11.9", "codecarbon_version": "2.8.2", "cpu_count": 16, "cpu_model": "Intel(R) Xeon(R) Platinum 8375C CPU @ 2.90GHz", "gpu_count": null, "gpu_model": null, "ram_total_size": 123.80607604980469, "tracking_mode": "machine", "on_cloud": "N", "pue": 1 }	/audio	{ "dataset_name": "rfcx/frugalai", "test_size": 0.2, "test_seed": 42 }
madhavarora03	https://huggingface.co/spaces/madhavarora03/frugal-ai-submission	2025-01-07T15:51:58.731503	M5 Model	0.897676	18.858065	6.96116	{ "run_id": "502343c4-8473-4c9e-9bff-76da30d06001", "duration": 345.6195720024407, "emissions": 0.0069611602656548845, "emissions_rate": 0.000020141109326457734, "cpu_power": 150, "gpu_power": 0, "ram_power": 46.42728281021118, "cpu_energy": 0.014400806717419376, "gpu_energy": 0, "ram_energy": 0.004457258753023798, "energy_consumed": 0.01885806547044317, "country_name": "United States", "country_iso_code": "USA", "region": "virginia", "cloud_provider": "", "cloud_region": "", "os": "Linux-5.10.226-214.880.amzn2.x86_64-x86_64-with-glibc2.36", "python_version": "3.9.21", "codecarbon_version": "2.8.2", "cpu_count": 16, "cpu_model": "Intel(R) Xeon(R) Platinum 8375C CPU @ 2.90GHz", "gpu_count": null, "gpu_model": null, "ram_total_size": 123.80608749389648, "tracking_mode": "machine", "on_cloud": "N", "pue": 1 }	/audio	{ "dataset_name": "rfcx/frugalai", "test_size": 0.2, "test_seed": 42 }
madhavarora03	https://huggingface.co/spaces/madhavarora03/frugal-ai-submission	2025-01-07T17:59:32.173646	M5 Model	0.909155	3.840509	1.417664	{ "run_id": "cbb444fa-b1de-41de-b8cf-17c6bb72c590", "duration": 70.38701338483952, "emissions": 0.001417663739842222, "emissions_rate": 0.000020141039199235985, "cpu_power": 150, "gpu_power": 0, "ram_power": 46.42727851867676, "cpu_energy": 0.002932778185000643, "gpu_energy": 0, "ram_energy": 0.0009077303797742046, "energy_consumed": 0.0038405085647748474, "country_name": "United States", "country_iso_code": "USA", "region": "virginia", "cloud_provider": "", "cloud_region": "", "os": "Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.36", "python_version": "3.9.21", "codecarbon_version": "2.8.2", "cpu_count": 16, "cpu_model": "Intel(R) Xeon(R) Platinum 8375C CPU @ 2.90GHz", "gpu_count": null, "gpu_model": null, "ram_total_size": 123.80607604980469, "tracking_mode": "machine", "on_cloud": "N", "pue": 1 }	/audio	{ "dataset_name": "rfcx/frugalai", "test_size": 0.2, "test_seed": 42 }
tlmk22	https://huggingface.co/spaces/tlmk22/frugalai	2025-01-10T15:27:04.545293	model_0	0.935941	1.308675	0.483077	{ "run_id": "d09d021c-7713-4dbb-aa44-9f0d705a51a8", "duration": 23.981272159999207, "emissions": 0.0004830768126307854, "emissions_rate": 0.000020140728601594233, "cpu_power": 150, "gpu_power": 0, "ram_power": 46.42727851867676, "cpu_energy": 0.0009993695338750205, "gpu_energy": 0, "ram_energy": 0.0003093051427864172, "energy_consumed": 0.001308674676661438, "country_name": "United States", "country_iso_code": "USA", "region": "virginia", "cloud_provider": "", "cloud_region": "", "os": "Linux-5.10.230-223.885.amzn2.x86_64-x86_64-with-glibc2.36", "python_version": "3.9.21", "codecarbon_version": "2.8.2", "cpu_count": 16, "cpu_model": "Intel(R) Xeon(R) Platinum 8375C CPU @ 2.90GHz", "gpu_count": null, "gpu_model": null, "ram_total_size": 123.80607604980469, "tracking_mode": "machine", "on_cloud": "N", "pue": 1 }	/audio	{ "dataset_name": "rfcx/frugalai", "test_size": 0.2, "test_seed": 42 }

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Frugal AI Challenge Tasks

Find the 3 datasets for the Frugal AI Challenge in this Collection! 🌎 Find all the details of the challenge at https://frugalaichallenge.org/ • 7 items • Updated 12 days ago • 14

Audio task

2 items • Updated 12 days ago