ntakouris
/ .devcontainer.gcp.json
Created
February 13, 2024 12:55
.devcontainer.json template to forward GCP Credentials into container and provide access token during container building
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| { | |
| "name": "<your-project>", | |
| "build": { | |
| "dockerfile": "../Dockerfile", | |
| "args":{ | |
| "GCLOUD_ACCESS_TOKEN": "$(gcloud auth print-access-token)" | |
| } | |
| }, | |
| "mounts": [ | |
| "source=${localEnv:HOME}/.config/gcloud,target=/root/.config/gcloud,type=bind" |
ntakouris
/ yolov7_tensor_rt_without_pytorch.py
Created
November 2, 2022 21:11
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| import tensorrt as trt | |
| import pycuda.autoinit | |
| import pycuda.driver as cuda | |
| from typing import List | |
| import numpy as np | |
| import cv2 | |
| import numpy as np |
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| python -m torch.distributed.launch --nproc_per_node=2 main_dino.py --arch resnet34 --optimizer sgd --lr 0.03 --weight_decay 1e-4 --weight_decay_end 1e-4 --global_crops_scale 0.14 1 --local_crops_scale 0.05 0.14 --data_path /opt/datasets/imagenet/ILSVRC/Data/CLS-LOC/train --output_dir /opt/datasets/dino/ |
ntakouris
/ metrics.py
Created
April 19, 2022 08:32
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| class Scopes: | |
| Training = "train" | |
| Validation = "val" | |
| Test = "test" | |
| # support multiple experiment types and structures with ease | |
| class Metrics: | |
| Loss = "loss" | |
| class ObjectDetection: |
ntakouris
/ metrics_instagram.py
Created
April 19, 2022 08:15
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| from typing import Optional, List | |
| from dataclasses import dataclass | |
| @dataclass | |
| class MetricsInstagram: | |
| train_loss: Optional[float] = None | |
| val_loss: Optional[float] = None | |
| val_accuracy: Optional[float] = None |
ntakouris
/ routes_absolute.py
Created
April 19, 2022 07:54
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| class ApiRoot: | |
| Base = "/api" | |
| Frontend = "/ui" | |
| class Users: | |
| inner_base = ApiRoot.Base + "/users" | |
| Register = inner_base + "/register" | |
| ByName = lambda name: ApiRoot.Users.inner_base + f"/{name}" |
ntakouris
/ routes_relative.py
Created
April 19, 2022 07:54
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| class ApiRoot: | |
| Base = "/api" | |
| Frontend = "/ui" | |
| class Users: | |
| inner_base = "/users" | |
| Register = inner_base + "/register" | |
| ByName = lambda name: ApiRoot.Users.inner_base + f"/{name}" |
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| @0xeaa9e4314af47a92; | |
| struct BoundingBox { | |
| x @0: UInt16; | |
| y @1: UInt16; | |
| w @2: UInt16; | |
| h @3: UInt16; | |
| cls @4: Text; |
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| match db.retrieve(&id) { | |
| Ok(c) => match c { | |
| Some(d) => { | |
| /* map DataResource -> EventEntity */ | |
| let ret = match d.value { | |
| DataResourcePayload::String(x) => EventEntity{ id: d.id, value: EventValue::String(x)}, | |
| DataResourcePayload::Float(x) => EventEntity{ id: d.id, value: EventValue::Float(x)}, | |
| DataResourcePayload::Int(x) => EventEntity{ id: d.id, value: EventValue::Int(x)}, | |
| DataResourcePayload::Bool(x) => EventEntity{ id: d.id, value: EventValue::Bool(x)}, | |
| DataResourcePayload::CaptionedImage(x) => { |
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| // alternatively, return a mutable DataResource | |
| // and map the id and other metadata afterwards | |
| let resource = match event.value { | |
| // simple | |
| EventValue::String(x) => DataResource{ id: event.id, value: DataResourcePayload::String(x)}, | |
| EventValue::Float(x) => DataResource{ id: event.id, value: DataResourcePayload::Float(x)}, | |
| EventValue::Int(x) => DataResource{ id: event.id, value: DataResourcePayload::Int(x)}, | |
| EventValue::Bool(x) => DataResource{ id: event.id, value: DataResourcePayload::Bool(x)}, |
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