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I made a complete code for FasterRCNN evaluator by C++.
Of course i used [CNTK.GPU](https://www.nuget.org/packages/CNTK.GPU/2.2.0) version from Nuget.
It works fine only on CPU.....(elapsed time i…
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Hello! This is really interesting project, thanks for putting this together.
I'm experimenting with CPU-only inference, running small models 3B or under in sysram. I'm curious to see how the result…
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### Search before asking
- [X] I have searched the Ultralytics YOLO [issues](https://github.com/ultralytics/ultralytics/issues) and [discussions](https://github.com/ultralytics/ultralytics/discussion…
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Training large DL models on edge devices is infeasible due to their limited computing resources. In decentralized distributed deep learning system, workers exchange local gradients with each other…
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Did some profiling with cmr's [hprof](https://crates.io/crates/hprof) library on a 582 loc file:
```
Timing information for root profiler:
run - 1 * 1.1s = 1.1s @ 0.9hz
lazy - 1 * 114ns = …
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Currently, https://pandas.pydata.org/pandas-docs/stable/contributing.html says:
> Running the full test suite can take up to one hour and use up to 3GB of RAM.
On a standard laptop with 8GB RAM an…
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Hi there,
I am a researcher who has been working with your code for a few weeks trying to get together a pipeline to feed ROS Lidar point clouds through your network in real-time, and then export t…
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```julia
using ModelingToolkit
using StructuralIdentifiability
const SI = StructuralIdentifiability
function testSI()
t = ModelingToolkit.t_nounits
D = ModelingToolkit.D_nounits
@…
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# YOLACT/YOLACT++
### Arch
- ResNet -> C1/C2/C3/C4/C5
- C5 + Conv -> P5
- C4 + Conv + P5 -> P4
- C3 + Conv + P4 -> P3 -> Protonet
- P5 + Conv -> P6
- P6 + Conv -> P7
> P3~P7 -> Prediction …
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- [ ] Proposal added
- [ ] Discussed in LDM
- [ ] Decision in LDM
- [ ] Finalized (done, rejected, inactive)
- [ ] Spec'ed
See #1348
Currently, in an invocation of a generic method, you eit…