fastmachinelearning hls4ml issues

fastmachinelearning / hls4ml

Machine learning on FPGAs using HLS

https://fastmachinelearning.org/hls4ml

Apache License 2.0

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[pre-commit.ci] pre-commit autoupdate

#1023 pre-commit-ci[bot] closed 3 days ago
0
Add an optimizer to replace SeparableConv by Depthwise + Conv (pointwise)

#1022 jmitrevs opened 2 weeks ago
1
[pre-commit.ci] pre-commit autoupdate

#1021 pre-commit-ci[bot] closed 2 weeks ago
0
LLM support, attention head and transformer architecture support for hls4ml

#1020 danlg opened 2 weeks ago
1
Add support for parsing simple brevitas layers as part of pytorch models

#1019 JanFSchulte opened 3 weeks ago
2
rm slow mnist training in test

#1018 calad0i opened 3 weeks ago
0
updated pytest docker image

#1017 jmitrevs closed 4 weeks ago
0
make auto the default for layer config

#1016 jmitrevs opened 4 weeks ago
2
VIVADO HLS INSTALLATION INSTALLATION NOT FOUND MAKE SURE VIVADO HLS ON PATH

#1015 Tf-arch opened 4 weeks ago
1
Unrolled implementation for latency dense/conv layers

#1014 calad0i opened 1 month ago
0
CNN Synthesis fail : ERROR: [XFORM 203-504] Stop unrolling loop 'Product1' (firmware/nnet_utils/nnet_dense_latency.h:37) in function 'nnet::dense_latency<ap_fixed<2, 1, (ap_q_mode)5, (ap_o_mode)3, 0>, ap_fixed<2, 1, (ap_q_mode)5, (ap_o_mode)3, 0>, config6>' because it may cause large runtime and excessive memory usage due to increase in code size. Please avoid unrolling the loop or form sub-functions for code in the loop body. ERROR: [HLS 200-70] Pre-synthesis failed.

#1013 ZWhimsi opened 1 month ago
13
SepConv1d/2d for io_parallel with Latency strategy

#1012 vloncar closed 2 weeks ago
1
"warning: integer constant is so large that it is unsigned" causes hls_model.compile() to fail

#1011 RikPi opened 1 month ago
0
Make im2col default option for quartus

#1010 calad0i closed 20 hours ago
3
Fix extension test for Keras v3

#1009 vloncar closed 1 month ago
0
fixes for depth_multiplier in SeparableConv2d and DepthwiseConv2d

#1008 dgburnette opened 1 month ago
1
[pre-commit.ci] pre-commit autoupdate

#1007 pre-commit-ci[bot] closed 1 month ago
0
Fix pre-commit warning and change '.h5' to '.keras' for written output

#1006 jmitrevs closed 1 month ago
0
Update pytest docker image to 0.5.4

#1005 jmitrevs closed 1 month ago
0
Oneapi backend test -- JUST FOR TESTING

#1004 jmitrevs closed 2 months ago
0
Catapult backend

#1003 dgburnette closed 2 months ago
4
Catapult backend

#1002 dgburnette closed 2 months ago
0
`output_rounding_saturation_mode` pass does not work with convolutional layers

#1001 qberthet closed 2 months ago
2
fix unwanted tested file change in #956

#1000 calad0i closed 2 months ago
1
[pre-commit.ci] pre-commit autoupdate

#999 pre-commit-ci[bot] closed 2 months ago
0
Split fpga_types into separate files

#998 vloncar closed 2 months ago
0
add protection for when kernel_quantizer is None

#997 jmitrevs opened 2 months ago
3
Group more tests per YAML to reduce the number of envs created

#996 vloncar closed 2 months ago
0
Incorrect hls4ml results for AveragePooling2D/MaxPooling2D Keras layer

#995 clw5710 opened 2 months ago
0
SR backend doesn't work with Vitis HLS

#994 bo3z opened 2 months ago
0
Fix SR backend synth missing variables

#993 bo3z closed 2 months ago
0
Fix sphinx by pinning tensorflow<=2.15

#992 jmduarte closed 2 months ago
0
Vitis accelerator

#991 axiotisk opened 2 months ago
0
TypeError: 'NoneType' object is not subscriptable

#990 zsrabbani opened 2 months ago
7
Fix cleanup of synthesis tests (leftover from 927)

#989 vloncar closed 2 months ago
0
A test to see if the includes are an issue for the pytests

#988 jmitrevs closed 2 months ago
0
Support negative_slope in quantized_relu

#987 vloncar closed 2 months ago
1
Add namespaces and optional writer config

#986 vloncar opened 3 months ago
3
[pre-commit.ci] pre-commit autoupdate

#984 pre-commit-ci[bot] closed 2 months ago
0
Issue with ModelGraph function during ONNX model synthesis

#983 sei-rquartiano opened 3 months ago
4
Test how to fix submdules in pytest

#982 jmitrevs closed 3 months ago
0
The hls4ml transformation successful, however, the result of inference all zeros.

#980 cantonsir closed 3 months ago
1
Update QONNX parsing for 1.0

#979 jmitrevs opened 3 months ago
1
Wrong prediction of C Simulation compared to QKeras?

#978 lcit opened 3 months ago
3
Upsampling support for PyTorch models

#977 vloncar closed 2 months ago
0
Remove unnecessary transposes related to conversion to channels_last format

#976 vloncar closed 2 months ago
0
remove special vitis version of nnet_dense_resource.h

#975 jmitrevs closed 4 months ago
1
Problem tracing binary CNN model after recent tracing optimization

#974 jmitrevs closed 2 months ago
8
Latency Pooling Header Updates

#973 calad0i closed 1 day ago
11
vitis backend tarball fix

#972 calad0i closed 4 months ago
2