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### 🐛 Describe the bug
At main - `python benchmarks/dynamo/timm_models.py --performance --cold-start-latency --inference --bfloat16 --backend inductor --disable-cudagraphs --device cuda --only=pnasne…
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Congratulations on your new results in https://www.zama.ai/post/making-fhe-faster-for-ml-beating-our-previous-paper-benchmarks-with-concrete-ml ! We wonder if more details about the underlying improve…
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For TTNN leaky_relu op:
The documentation does not cover supported data types (BFLOAT16/BFLOAT8_B) neither the supported layouts (ROW_MAJOR/TILE). In practice, its seems that it does support BFLOAT8_…
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Hello,
I started to implement the relu function for the genann library on a fork under my name (https://github.com/kasey-/genann) before sending you a PR:
```
double inline genann_act_relu(cons…
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Dear developers,
I am getting the following exception when trying to embed a ReLU network in my optimization model:
Exception has occurred: TypeError
'>' not supported between instances of 'N…
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Hi,
I am following the tutorial https://blog.espressif.com/hand-gesture-recognition-on-esp32-s3-with-esp-deep-learning-176d7e13fd37 and have been getting issue on quantization step.
My python ve…
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**Describe the bug**
I tried to use auto_LiRPA to verify the robustness of my audio processing model. Unfortunately, when I use `model.compute_bounds`, a `RuntimeError: The following operation failed…
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I noted that for activation relu is used in the generator and leaky relu is used in the Discriminator. Is there a particular reason behind this?
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## 🚀 Feature
CuDNN can support RN50 batchnorm fusions (and their symmetric backward counterparts) like:
- BatchNorm + Relu
- BatchNorm + Add + Relu
Above fusions also support fp8 quantization ar…
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hi I have trouble with the logic of processors in yaml file for example
HWC (little data) configuration for CIFAR-100
Simple Model
arch: ai85ressimplenet
dataset: CIFAR100
layers:
Layer 0
…