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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,29 @@ | ||
| { | ||
| "job_dir": "./results/arrhythmia-class-2", | ||
| "ds_path": "./datasets", | ||
| "sampling_rate": 200, | ||
| "frame_size": 800, | ||
| "num_classes": 2, | ||
| "model_file": "./results/arrhythmia-class-2/model.tflite", | ||
| "threshold": 0.75, | ||
| "backend": "pc", | ||
| "preprocesses": [ | ||
| { | ||
| "name": "filter", | ||
| "args": { | ||
| "lowcut": 0.5, | ||
| "highcut": 30, | ||
| "order": 3, | ||
| "forward_backward": true, | ||
| "axis": 0 | ||
| } | ||
| }, | ||
| { | ||
| "name": "znorm", | ||
| "args": { | ||
| "eps": 0.1, | ||
| "axis": null | ||
| } | ||
| } | ||
| ] | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,31 @@ | ||
| { | ||
| "job_dir": "./results/arrhythmia-class-2", | ||
| "ds_path": "./datasets", | ||
| "sampling_rate": 200, | ||
| "frame_size": 800, | ||
| "num_classes": 2, | ||
| "samples_per_patient": [25, 200], | ||
| "test_patients": 1000, | ||
| "test_size": 100000, | ||
| "model_file": "./results/arrhythmia-class-2/model.tf", | ||
| "threshold": 0.75, | ||
| "preprocesses": [ | ||
| { | ||
| "name": "filter", | ||
| "args": { | ||
| "lowcut": 0.5, | ||
| "highcut": 30, | ||
| "order": 3, | ||
| "forward_backward": true, | ||
| "axis": 0 | ||
| } | ||
| }, | ||
| { | ||
| "name": "znorm", | ||
| "args": { | ||
| "eps": 0.1, | ||
| "axis": null | ||
| } | ||
| } | ||
| ] | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,36 @@ | ||
| { | ||
| "job_dir": "./results/arrhythmia-class-2", | ||
| "ds_path": "./datasets", | ||
| "sampling_rate": 200, | ||
| "frame_size": 800, | ||
| "num_classes": 2, | ||
| "samples_per_patient": [5, 40], | ||
| "test_patients": 1000, | ||
| "test_size": 10000, | ||
| "model_file": "./results/arrhythmia-class-2/model.tf", | ||
| "quantization": true, | ||
| "use_logits": false, | ||
| "threshold": 0.75, | ||
| "val_acc_threshold": 0.98, | ||
| "tflm_var_name": "g_arrhythmia_model", | ||
| "tflm_file": "./results/arrhythmia-class-2/arrhythmia_model_buffer.h", | ||
| "preprocesses": [ | ||
| { | ||
| "name": "filter", | ||
| "args": { | ||
| "lowcut": 0.5, | ||
| "highcut": 30, | ||
| "order": 3, | ||
| "forward_backward": true, | ||
| "axis": 0 | ||
| } | ||
| }, | ||
| { | ||
| "name": "znorm", | ||
| "args": { | ||
| "eps": 0.1, | ||
| "axis": null | ||
| } | ||
| } | ||
| ] | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,78 @@ | ||
| { | ||
| "job_dir": "./results/arrhythmia-class-2", | ||
| "ds_path": "./datasets", | ||
| "sampling_rate": 200, | ||
| "frame_size": 800, | ||
| "num_classes": 2, | ||
| "samples_per_patient": [25, 200], | ||
| "val_samples_per_patient": [25, 200], | ||
| "train_patients": 10000, | ||
| "val_file": "./results/arrhythmia-class-2-10000pt-200fs-4s.pkl", | ||
| "val_patients": 0.20, | ||
| "val_size": 100000, | ||
| "batch_size": 256, | ||
| "buffer_size": 100000, | ||
| "epochs": 200, | ||
| "steps_per_epoch": 20, | ||
| "val_metric": "loss", | ||
| "datasets": ["icentia11k"], | ||
| "lr_rate": 5e-3, | ||
| "preprocesses": [ | ||
| { | ||
| "name": "filter", | ||
| "args": { | ||
| "lowcut": 0.5, | ||
| "highcut": 30, | ||
| "order": 3, | ||
| "forward_backward": true, | ||
| "axis": 0 | ||
| } | ||
| }, | ||
| { | ||
| "name": "znorm", | ||
| "args": { | ||
| "eps": 0.1, | ||
| "axis": null | ||
| } | ||
| } | ||
| ], | ||
| "augmentations": [ | ||
| { | ||
| "name": "baseline_wander", | ||
| "args": { | ||
| "amplitude": [0.5, 1.0], | ||
| "frequency": [0.4, 0.5] | ||
| } | ||
| }, | ||
| { | ||
| "name": "motion_noise", | ||
| "args": { | ||
| "amplitude": [0.2, 0.4], | ||
| "frequency": [0.4, 0.6] | ||
| } | ||
| }, | ||
| { | ||
| "name": "burst_noise", | ||
| "args": { | ||
| "burst_number": [0, 4], | ||
| "amplitude": [0.05, 0.5], | ||
| "frequency": [80, 100] | ||
| } | ||
| }, | ||
| { | ||
| "name": "powerline_noise", | ||
| "args": { | ||
| "amplitude": [0.005, 0.01], | ||
| "frequency": [50, 60] | ||
| } | ||
| }, | ||
| { | ||
| "name": "noise_sources", | ||
| "args": { | ||
| "num_sources": [1, 2], | ||
| "amplitude": [0.04, 0.1], | ||
| "frequency": [10, 40] | ||
| } | ||
| } | ||
| ] | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,29 @@ | ||
| { | ||
| "job_dir": "./results/arrhythmia-class-3", | ||
| "ds_path": "./datasets", | ||
| "sampling_rate": 200, | ||
| "frame_size": 800, | ||
| "num_classes": 3, | ||
| "model_file": "./results/arrhythmia-class-3/model.tflite", | ||
| "threshold": 0.75, | ||
| "backend": "pc", | ||
| "preprocesses": [ | ||
| { | ||
| "name": "filter", | ||
| "args": { | ||
| "lowcut": 0.5, | ||
| "highcut": 30, | ||
| "order": 3, | ||
| "forward_backward": true, | ||
| "axis": 0 | ||
| } | ||
| }, | ||
| { | ||
| "name": "znorm", | ||
| "args": { | ||
| "eps": 0.1, | ||
| "axis": null | ||
| } | ||
| } | ||
| ] | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,31 @@ | ||
| { | ||
| "job_dir": "./results/arrhythmia-class-3", | ||
| "ds_path": "./datasets", | ||
| "sampling_rate": 200, | ||
| "frame_size": 800, | ||
| "num_classes": 3, | ||
| "samples_per_patient": [25, 100, 100], | ||
| "test_patients": 1000, | ||
| "test_size": 50000, | ||
| "model_file": "./results/arrhythmia-class-3/model.tf", | ||
| "threshold": 0.5, | ||
| "preprocesses": [ | ||
| { | ||
| "name": "filter", | ||
| "args": { | ||
| "lowcut": 0.5, | ||
| "highcut": 30, | ||
| "order": 3, | ||
| "forward_backward": true, | ||
| "axis": 0 | ||
| } | ||
| }, | ||
| { | ||
| "name": "znorm", | ||
| "args": { | ||
| "eps": 0.1, | ||
| "axis": null | ||
| } | ||
| } | ||
| ] | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,36 @@ | ||
| { | ||
| "job_dir": "./results/arrhythmia-class-3", | ||
| "ds_path": "./datasets", | ||
| "sampling_rate": 200, | ||
| "frame_size": 800, | ||
| "num_classes": 3, | ||
| "samples_per_patient": [5, 20, 20], | ||
| "test_patients": 1000, | ||
| "test_size": 10000, | ||
| "model_file": "./results/arrhythmia-class-3/model.tf", | ||
| "quantization": true, | ||
| "use_logits": false, | ||
| "threshold": 0.5, | ||
| "val_acc_threshold": 0.98, | ||
| "tflm_var_name": "g_arrhythmia_model", | ||
| "tflm_file": "./results/arrhythmia-class-3/arrhythmia_model_buffer.h", | ||
| "preprocesses": [ | ||
| { | ||
| "name": "filter", | ||
| "args": { | ||
| "lowcut": 0.5, | ||
| "highcut": 30, | ||
| "order": 3, | ||
| "forward_backward": true, | ||
| "axis": 0 | ||
| } | ||
| }, | ||
| { | ||
| "name": "znorm", | ||
| "args": { | ||
| "eps": 0.1, | ||
| "axis": null | ||
| } | ||
| } | ||
| ] | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,79 @@ | ||
| { | ||
| "job_dir": "./results/arrhythmia-class-3", | ||
| "ds_path": "./datasets", | ||
| "sampling_rate": 200, | ||
| "frame_size": 800, | ||
| "num_classes": 3, | ||
| "samples_per_patient": [25, 100, 100], | ||
| "val_samples_per_patient": [25, 100, 100], | ||
| "train_patients": 10000, | ||
| "val_file": "./results/arrhythmia-class-3-10000pt-200fs-4s.pkl", | ||
| "val_patients": 0.20, | ||
| "val_size": 100000, | ||
| "batch_size": 256, | ||
| "buffer_size": 100000, | ||
| "epochs": 150, | ||
| "steps_per_epoch": 20, | ||
| "val_metric": "loss", | ||
| "datasets": ["icentia11k"], | ||
| "lr_rate": 5e-3, | ||
| "lr_cycles": 1, | ||
| "preprocesses": [ | ||
| { | ||
| "name": "filter", | ||
| "args": { | ||
| "lowcut": 0.5, | ||
| "highcut": 30, | ||
| "order": 3, | ||
| "forward_backward": true, | ||
| "axis": 0 | ||
| } | ||
| }, | ||
| { | ||
| "name": "znorm", | ||
| "args": { | ||
| "eps": 0.1, | ||
| "axis": null | ||
| } | ||
| } | ||
| ], | ||
| "augmentations": [ | ||
| { | ||
| "name": "baseline_wander", | ||
| "args": { | ||
| "amplitude": [0.5, 1.0], | ||
| "frequency": [0.4, 0.5] | ||
| } | ||
| }, | ||
| { | ||
| "name": "motion_noise", | ||
| "args": { | ||
| "amplitude": [0.2, 0.4], | ||
| "frequency": [0.4, 0.6] | ||
| } | ||
| }, | ||
| { | ||
| "name": "burst_noise", | ||
| "args": { | ||
| "burst_number": [0, 4], | ||
| "amplitude": [0.05, 0.5], | ||
| "frequency": [80, 100] | ||
| } | ||
| }, | ||
| { | ||
| "name": "powerline_noise", | ||
| "args": { | ||
| "amplitude": [0.005, 0.01], | ||
| "frequency": [50, 60] | ||
| } | ||
| }, | ||
| { | ||
| "name": "noise_sources", | ||
| "args": { | ||
| "num_sources": [1, 2], | ||
| "amplitude": [0.04, 0.1], | ||
| "frequency": [10, 40] | ||
| } | ||
| } | ||
| ] | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,28 @@ | ||
| { | ||
| "job_dir": "./results/beat-class-2", | ||
| "ds_path": "./datasets", | ||
| "sampling_rate": 200, | ||
| "frame_size": 160, | ||
| "num_classes": 2, | ||
| "model_file": "./results/beat-class-2/model.tflite", | ||
| "backend": "pc", | ||
| "preprocesses": [ | ||
| { | ||
| "name": "filter", | ||
| "args": { | ||
| "lowcut": 0.5, | ||
| "highcut": 30, | ||
| "order": 3, | ||
| "forward_backward": true, | ||
| "axis": 0 | ||
| } | ||
| }, | ||
| { | ||
| "name": "znorm", | ||
| "args": { | ||
| "eps": 0.1, | ||
| "axis": null | ||
| } | ||
| } | ||
| ] | ||
| } |
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