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Browse files- .gitattributes +2 -0
- .ipynb_checkpoints/classification_report-checkpoint.json +1 -0
- .ipynb_checkpoints/config-checkpoint.json +28 -0
- .ipynb_checkpoints/confusion_matrix-checkpoint.png +0 -0
- .ipynb_checkpoints/detailed_confusion_matrix-checkpoint.png +0 -0
- .ipynb_checkpoints/fold_results-checkpoint.json +15 -0
- .ipynb_checkpoints/metrics-checkpoint.json +1 -0
- .ipynb_checkpoints/metrics_all_fold-checkpoint.json +44 -0
- .ipynb_checkpoints/metrics_ci_bounds-checkpoint.json +26 -0
- .ipynb_checkpoints/metrics_mean-checkpoint.json +8 -0
- .ipynb_checkpoints/metrics_std-checkpoint.json +8 -0
- .ipynb_checkpoints/metrics_visualisation-checkpoint.png +0 -0
- .ipynb_checkpoints/precision_recall_curve-checkpoint.png +0 -0
- .ipynb_checkpoints/roc_curve-checkpoint.png +0 -0
- .ipynb_checkpoints/test_top_repo_data-checkpoint.csv +0 -0
- .ipynb_checkpoints/top_repo_data-checkpoint.csv +0 -0
- .ipynb_checkpoints/tracker_carbon_statistics-checkpoint.json +1 -0
- checkpoint-5810/config.json +28 -0
- checkpoint-5810/model.safetensors +3 -0
- checkpoint-5810/optimizer.pt +3 -0
- checkpoint-5810/rng_state.pth +3 -0
- checkpoint-5810/scheduler.pt +3 -0
- checkpoint-5810/trainer_state.json +85 -0
- checkpoint-5810/training_args.bin +3 -0
- classification_report.json +1 -0
- config.json +28 -0
- confusion_matrix.png +0 -0
- detailed_confusion_matrix.png +0 -0
- fold_results.json +67 -0
- metrics.json +1 -0
- metrics_all_fold.json +44 -0
- metrics_ci_bounds.json +26 -0
- metrics_mean.json +8 -0
- metrics_std.json +8 -0
- metrics_visualisation.png +0 -0
- model.safetensors +3 -0
- precision_recall_curve.png +0 -0
- reduced_main_data.csv +3 -0
- roc_curve.png +0 -0
- test_data_for_future_evaluation.csv +3 -0
- test_top_repo_data.csv +0 -0
- top_repo_data.csv +0 -0
- tracker_carbon_statistics.json +33 -0
- training_args.bin +3 -0
.gitattributes
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reduced_main_data.csv filter=lfs diff=lfs merge=lfs -text
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test_data_for_future_evaluation.csv filter=lfs diff=lfs merge=lfs -text
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.ipynb_checkpoints/classification_report-checkpoint.json
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{"0": {"precision": 0.9124060839288987, "recall": 0.911737776963926, "f1-score": 0.9120718080234475, "support": 10922}, "1": {"precision": 0.8745118458734704, "recall": 0.8754235079489184, "f1-score": 0.8749674394373534, "support": 7674}, "accuracy": 0.896751989675199, "macro avg": {"precision": 0.8934589649011846, "recall": 0.8935806424564222, "f1-score": 0.8935196237304004, "support": 18596}, "weighted avg": {"precision": 0.8967682917780407, "recall": 0.896751989675199, "f1-score": 0.89675997082568, "support": 18596}}
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.ipynb_checkpoints/config-checkpoint.json
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.ipynb_checkpoints/confusion_matrix-checkpoint.png
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.ipynb_checkpoints/detailed_confusion_matrix-checkpoint.png
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.ipynb_checkpoints/fold_results-checkpoint.json
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.ipynb_checkpoints/metrics-checkpoint.json
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{"precision": 0.8745118458734704, "recall": 0.8754235079489184, "acc": 0.896751989675199, "mcc": 0.7870395979518365, "f1": 0.8749674394373534, "auc": 0.9571703135608877}
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.ipynb_checkpoints/metrics_all_fold-checkpoint.json
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.ipynb_checkpoints/metrics_ci_bounds-checkpoint.json
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.ipynb_checkpoints/metrics_mean-checkpoint.json
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{
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"acc": 0.8344086021505376,
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"mcc": 0.660806486397606
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.ipynb_checkpoints/metrics_std-checkpoint.json
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.ipynb_checkpoints/metrics_visualisation-checkpoint.png
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.ipynb_checkpoints/precision_recall_curve-checkpoint.png
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.ipynb_checkpoints/roc_curve-checkpoint.png
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.ipynb_checkpoints/test_top_repo_data-checkpoint.csv
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.ipynb_checkpoints/top_repo_data-checkpoint.csv
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.ipynb_checkpoints/tracker_carbon_statistics-checkpoint.json
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"{\n \"cloud_provider\": \"\",\n \"cloud_region\": \"\",\n \"codecarbon_version\": \"2.3.4\",\n \"country_iso_code\": \"NOR\",\n \"country_name\": \"Norway\",\n \"cpu_count\": 192,\n \"cpu_energy\": 0.013719349511581939,\n \"cpu_model\": \"AMD EPYC 7642 48-Core Processor\",\n \"cpu_power\": 172.01081495134497,\n \"duration\": 286.1363821029663,\n \"emissions\": 0.0024595888544551997,\n \"emissions_rate\": 8.5958620025122e-06,\n \"energy_consumed\": 0.08927727239401813,\n \"gpu_count\": 4,\n \"gpu_energy\": 0.04554486032474789,\n \"gpu_model\": \"4 x NVIDIA GeForce RTX 3090\",\n \"gpu_power\": 573.9790979684847,\n \"latitude\": 59.955,\n \"longitude\": 10.859,\n \"on_cloud\": \"N\",\n \"os\": \"Linux-4.18.0-513.11.1.el8_9.x86_64-x86_64-with-glibc2.28\",\n \"project_name\": \"codecarbon\",\n \"pue\": 1.0,\n \"python_version\": \"3.10.8\",\n \"ram_energy\": 0.030013062557688305,\n \"ram_power\": 377.6938133239746,\n \"ram_total_size\": 1007.1835021972656,\n \"region\": \"oslo county\",\n \"run_id\": \"178e1f39-10b0-4b1c-bcc4-9ec8a6123a3b\",\n \"timestamp\": \"2024-02-26T12:41:37\",\n \"tracking_mode\": \"machine\"\n}"
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checkpoint-5810/config.json
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{
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"_name_or_path": "distilroberta-base",
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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| 7 |
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"bos_token_id": 0,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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| 18 |
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"num_attention_heads": 12,
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"num_hidden_layers": 6,
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| 20 |
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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| 22 |
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.35.0",
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"type_vocab_size": 1,
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"use_cache": true,
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}
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checkpoint-5810/model.safetensors
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version https://git-lfs.github.com/spec/v1
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checkpoint-5810/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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checkpoint-5810/rng_state.pth
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checkpoint-5810/scheduler.pt
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checkpoint-5810/training_args.bin
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size 4664
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classification_report.json
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config.json
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confusion_matrix.png
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detailed_confusion_matrix.png
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fold_results.json
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metrics.json
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metrics_all_fold.json
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metrics_ci_bounds.json
ADDED
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|
| 13 |
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},
|
| 14 |
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"auc": {
|
| 15 |
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|
| 16 |
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| 17 |
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},
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| 18 |
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"acc": {
|
| 19 |
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"ci_lower": 0.9160906167435001,
|
| 20 |
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| 21 |
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},
|
| 22 |
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"mcc": {
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| 23 |
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"ci_lower": 0.8269227697248197,
|
| 24 |
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"ci_upper": 1.0405396601849441
|
| 25 |
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|
| 26 |
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|
metrics_mean.json
ADDED
|
@@ -0,0 +1,8 @@
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|
|
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|
|
|
|
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|
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|
| 1 |
+
{
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| 2 |
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"precision": 0.9621857538576991,
|
| 3 |
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"recall": 0.9599693843334107,
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| 4 |
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"f1": 0.9610745713640949,
|
| 5 |
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"auc": 0.9896991065691324,
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| 6 |
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"acc": 0.9678747632034485,
|
| 7 |
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"mcc": 0.933731214954882
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| 8 |
+
}
|
metrics_std.json
ADDED
|
@@ -0,0 +1,8 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
| 1 |
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{
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| 2 |
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"precision": 0.05148569643269319,
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| 3 |
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"recall": 0.04953426663021465,
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| 4 |
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"f1": 0.050496182152111053,
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| 5 |
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"auc": 0.018417047018577187,
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| 6 |
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"acc": 0.041705442482717556,
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| 7 |
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"mcc": 0.08602040921261711
|
| 8 |
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}
|
metrics_visualisation.png
ADDED
|
model.safetensors
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 328492280
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precision_recall_curve.png
ADDED
|
reduced_main_data.csv
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 87979025
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roc_curve.png
ADDED
|
test_data_for_future_evaluation.csv
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 13227360
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test_top_repo_data.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
top_repo_data.csv
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tracker_carbon_statistics.json
ADDED
|
@@ -0,0 +1,33 @@
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cloud_provider": "",
|
| 3 |
+
"cloud_region": "",
|
| 4 |
+
"codecarbon_version": "2.3.4",
|
| 5 |
+
"country_iso_code": "NOR",
|
| 6 |
+
"country_name": "Norway",
|
| 7 |
+
"cpu_count": 192,
|
| 8 |
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"cpu_energy": 0.2111595784428054,
|
| 9 |
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"cpu_model": "AMD EPYC 7642 48-Core Processor",
|
| 10 |
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|
| 11 |
+
"duration": 10616.775909900665,
|
| 12 |
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"emissions": 0.08403832397985361,
|
| 13 |
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"emissions_rate": 7.91561625610688e-06,
|
| 14 |
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"energy_consumed": 3.0503928849311652,
|
| 15 |
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"gpu_count": 4,
|
| 16 |
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"gpu_energy": 1.7256333418944583,
|
| 17 |
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"gpu_model": "4 x NVIDIA GeForce RTX 3090",
|
| 18 |
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"gpu_power": 619.2809614882538,
|
| 19 |
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"latitude": 59.955,
|
| 20 |
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"longitude": 10.859,
|
| 21 |
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"on_cloud": "N",
|
| 22 |
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"os": "Linux-4.18.0-513.11.1.el8_9.x86_64-x86_64-with-glibc2.28",
|
| 23 |
+
"project_name": "codecarbon",
|
| 24 |
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"pue": 1.0,
|
| 25 |
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"python_version": "3.10.8",
|
| 26 |
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"ram_energy": 1.1135999645939019,
|
| 27 |
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"ram_power": 377.6938133239746,
|
| 28 |
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|
| 29 |
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"region": "oslo county",
|
| 30 |
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"run_id": "96ec545c-3b42-4824-bcc8-97a6bdb13982",
|
| 31 |
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"timestamp": "2024-02-28T17:52:44",
|
| 32 |
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"tracking_mode": "machine"
|
| 33 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
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|
|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:07eab3d0ad6c8087afd3b1c16b0379be36034e20421a8ab17a1f15ec2299d578
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| 3 |
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size 4664
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