| { |
| "Keras": { |
| "accuracy": 0.8558091286307054, |
| "precision_weighted": 0.8666526359435469, |
| "recall_weighted": 0.8558091286307054, |
| "f1_weighted": 0.85640806010382, |
| "f1_macro": 0.8434107272000173, |
| "elapsed_seconds": 5.364844799041748, |
| "images_per_second": 179.6883295062304, |
| "file_size_mb": "5.3" |
| }, |
| "TFLite": { |
| "accuracy": 0.8475103734439834, |
| "precision_weighted": 0.8580648419239739, |
| "recall_weighted": 0.8475103734439834, |
| "f1_weighted": 0.8476776513487304, |
| "f1_macro": 0.835230981636299, |
| "elapsed_seconds": 3.749859094619751, |
| "images_per_second": 257.0763262500009, |
| "file_size_mb": "0.5" |
| }, |
| "TFLite-fp16": { |
| "accuracy": 0.8537344398340249, |
| "precision_weighted": 0.8644842534922317, |
| "recall_weighted": 0.8537344398340249, |
| "f1_weighted": 0.8542669093485433, |
| "f1_macro": 0.8415336585341004, |
| "elapsed_seconds": 2.708963394165039, |
| "images_per_second": 355.85567604065966, |
| "file_size_mb": "0.8" |
| }, |
| "agreement_Keras_vs_TFLite": "96.27%", |
| "agreement_Keras_vs_TFLite-fp16": "99.69%", |
| "agreement_TFLite_vs_TFLite-fp16": "96.16%" |
| } |
