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Point at 46.6% model
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jonaraphael committed Sep 5, 2024
1 parent 6072c51 commit cb6ed8e
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6 changes: 3 additions & 3 deletions alembic/versions/c941681a050d_add_initial_records.py
Original file line number Diff line number Diff line change
Expand Up @@ -101,15 +101,15 @@ def upgrade() -> None:
),
database_schema.Model(
type="FASTAIUNET",
file_path="experiments/2024_08_17_11_03_50_4cls_resnet34_pr512_px1024_100epochs_unet/tracing_cpu_model.pt",
file_path="experiments/2024_09_04_21_34_24_4cls_resnet34_pr512_px1024_100epochs_unet/tracing_cpu_model.pt",
layers=["VV"],
cls_map={
0: "BACKGROUND",
1: "INFRA",
2: "NATURAL",
3: "VESSEL",
}, # inference_idx maps to class table
name="ResNet34 44.5%",
name="ResNet34 46.6%",
tile_width_m=40844, # Used to calculate zoom
tile_width_px=512, # Used to calculate scale
epochs=500,
Expand All @@ -122,7 +122,7 @@ def upgrade() -> None:
"groundtruth_dice_thresh": 0.0,
},
backbone_size=34,
pixel_f1=0.495,
pixel_f1=0.532,
# instance_f1=0.0, # TODO CALCULATE
),
]
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2 changes: 1 addition & 1 deletion images/stack_config/Pulumi.prod20240903.yaml
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Expand Up @@ -2,7 +2,7 @@ encryptionsalt: v1:R2sLsAf/bQc=:v1:hBVgdX8qN8+5MyEa:oJlozt2wlaT51vy2RpgoKZG/PVUu
config:
aws:region: eu-central-1
cerulean-cloud-images:weights_bucket: ceruleanml
cerulean-cloud-images:weights_name: experiments/2024_08_17_11_03_50_4cls_resnet34_pr512_px1024_100epochs_unet/tracing_cpu_model.pt
cerulean-cloud-images:weights_name: experiments/2024_09_04_21_34_24_4cls_resnet34_pr512_px1024_100epochs_unet/tracing_cpu_model.pt
gcp:project: cerulean-338116
gcp:region: europe-west1
gcp:zone: europe-west1-b
2 changes: 1 addition & 1 deletion images/stack_config/Pulumi.staging.yaml
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Expand Up @@ -2,7 +2,7 @@ encryptionsalt: v1:5bZrZv+vt08=:v1:2g/MGwZygH99RO1o:/SYBjfvFWKhefeTSbupB2bXA3G8w
config:
aws:region: eu-central-1
cerulean-cloud-images:weights_bucket: ceruleanml
cerulean-cloud-images:weights_name: experiments/2024_08_17_11_03_50_4cls_resnet34_pr512_px1024_100epochs_unet/tracing_cpu_model.pt
cerulean-cloud-images:weights_name: experiments/2024_09_04_21_34_24_4cls_resnet34_pr512_px1024_100epochs_unet/tracing_cpu_model.pt
gcp:project: cerulean-338116
gcp:region: europe-west1
gcp:zone: europe-west1-b
2 changes: 1 addition & 1 deletion images/stack_config/Pulumi.test.yaml
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Expand Up @@ -2,7 +2,7 @@ encryptionsalt: v1:/dV9M1NH8EA=:v1:IPmnUfz0q6E6S8y7:fl72KMTy2rm7uY4bZzP4p790z9k8
config:
aws:region: eu-central-1
cerulean-cloud-images:weights_bucket: ceruleanml
cerulean-cloud-images:weights_name: experiments/2024_08_17_11_03_50_4cls_resnet34_pr512_px1024_100epochs_unet/tracing_cpu_model.pt
cerulean-cloud-images:weights_name: experiments/2024_09_04_21_34_24_4cls_resnet34_pr512_px1024_100epochs_unet/tracing_cpu_model.pt
gcp:project: cerulean-338116
gcp:region: europe-west1
gcp:zone: europe-west1-b

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