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Yegane Aghamohammadi
,
Stavros Zogas
2
9/1/21
Q&A
Ristretto in Container is not running!
You installed different app that also is called Ristretto...Search for Ristretto framework
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Q&A
Ristretto in Container is not running!
You installed different app that also is called Ristretto...Search for Ristretto framework
9/1/21
Stavros Zogas
8/31/21
Ristretto quantize for CPU only
Hi to all! I have setup ristretto according guidelines for cpu only use. Everything is ok but when i
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Ristretto quantize for CPU only
Hi to all! I have setup ristretto according guidelines for cpu only use. Everything is ok but when i
8/31/21
ranga....@gmail.com
,
DI Scofield
2
5/14/21
Q&A
Quantize MobileNetV2
have you solved this problem? 在2018年8月15日星期三 UTC+8 上午9:15:36<ranga....@gmail.com> 写道: Can
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Q&A
Quantize MobileNetV2
have you solved this problem? 在2018年8月15日星期三 UTC+8 上午9:15:36<ranga....@gmail.com> 写道: Can
5/14/21
A
, …
DI Scofield
16
5/14/21
Q&A
Save caffemodel containing the quantized weights
hello,have you figured out how to quantize caffe-ssd using ristretto? 在2018年10月27日星期六 UTC+8 下午10:11:
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Q&A
Save caffemodel containing the quantized weights
hello,have you figured out how to quantize caffe-ssd using ristretto? 在2018年10月27日星期六 UTC+8 下午10:11:
5/14/21
DI Scofield
11/30/20
quantize bn and scale layer
hi there, i am curious why ristretto didn't quantize BN layer and scale layer, or there is no
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quantize bn and scale layer
hi there, i am curious why ristretto didn't quantize BN layer and scale layer, or there is no
11/30/20
Doo Wong
, …
Yegane Aghamohammadi
3
6/3/20
Q&A
where to get quantized.prototxt for squeezenet? or have I write it by myself?
Can you help me? I couldn't find the file "quantized.prototxt" in the link you posted.
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Q&A
where to get quantized.prototxt for squeezenet? or have I write it by myself?
Can you help me? I couldn't find the file "quantized.prototxt" in the link you posted.
6/3/20
Yegane Aghamohammadi
6/3/20
Q&A
./00_quantize_squeezenet.sh: ./build/tools/ristretto: not found
Hey all I want to execute the .sh file for quantizing the squeezenet model. I've used "make
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Q&A
./00_quantize_squeezenet.sh: ./build/tools/ristretto: not found
Hey all I want to execute the .sh file for quantizing the squeezenet model. I've used "make
6/3/20
Yegane Aghamohammadi
6/3/20
Q&A
can not fined quantized.prototxt
Hi all, I wanna execute the file "00_quantized_squeezenet.sh", but I can not find the file
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Q&A
can not fined quantized.prototxt
Hi all, I wanna execute the file "00_quantized_squeezenet.sh", but I can not find the file
6/3/20
aaro...@gmail.com
, …
wmike...@gmail.com
4
9/23/19
Q&A
How to specify target bit width?
Hello, But how to change the bit-width for Minifloat and integer-power-of-two? I have tried to change
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Q&A
How to specify target bit width?
Hello, But how to change the bit-width for Minifloat and integer-power-of-two? I have tried to change
9/23/19
Farima Fatahi
,
tanvide...@gmail.com
2
1/17/19
Q&A
training Squeezenet won't end!!
Hi Farima, Can you please provide information on how you created the lmdb for training and test
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Q&A
training Squeezenet won't end!!
Hi Farima, Can you please provide information on how you created the lmdb for training and test
1/17/19
huagang...@gmail.com
,
ying.bu...@gmail.com
2
12/12/18
Q&A
obtain dynamic fixed point weight according .caffemodel file after fine-tune
I just provide my answers according to my knowledge. 1、 Quantization is just converting the origin
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Q&A
obtain dynamic fixed point weight according .caffemodel file after fine-tune
I just provide my answers according to my knowledge. 1、 Quantization is just converting the origin
12/12/18
auro.t...@gmail.com
, …
linpen...@gmail.com
7
11/10/18
Q&A
Benchmarking inference speed w/Squeezenet models and w/Ristretto-quantized SqueezeNet models for CPU (not GPU)
Thank you very much for your advice. Everything runs OK when I remove '--gpu=0' from the
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Q&A
Benchmarking inference speed w/Squeezenet models and w/Ristretto-quantized SqueezeNet models for CPU (not GPU)
Thank you very much for your advice. Everything runs OK when I remove '--gpu=0' from the
11/10/18
linpen...@gmail.com
11/8/18
Q&A
Check failed: error == cudaSuccess (7 vs. 0) too many resources requested for launch
Hello. I ran the make all, make test and make runtest, all exited perfectly. I tried going through
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Q&A
Check failed: error == cudaSuccess (7 vs. 0) too many resources requested for launch
Hello. I ran the make all, make test and make runtest, all exited perfectly. I tried going through
11/8/18
fliba...@gmail.com
, …
chaohe...@gmail.com
3
10/27/18
Q&A
Installation after Caffe
Hello, Have you succeeded?How did you merge ristretto into your caffe? Thank you. Teemo
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Q&A
Installation after Caffe
Hello, Have you succeeded?How did you merge ristretto into your caffe? Thank you. Teemo
10/27/18
ngal...@gmail.com
, …
liu.x...@gmail.com
20
10/22/18
Q&A
Dynamic fixed point quantization of activations lead to catastrophic results
Hello, Philipp, I have reviewed this talk and made several modification in source code, I saw that
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Q&A
Dynamic fixed point quantization of activations lead to catastrophic results
Hello, Philipp, I have reviewed this talk and made several modification in source code, I saw that
10/22/18
francisco muñoz martinez
10/22/18
Q&A
Weights quantization on the fly
Hi all, I want to read the quantized weights with python but I am not able to do it since the weights
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Q&A
Weights quantization on the fly
Hi all, I want to read the quantized weights with python but I am not able to do it since the weights
10/22/18
akz001
, …
paki...@gmail.com
4
10/22/18
Q&A
Alexnet quantized weights doesn't match with 8-bit representation
Hi Philipp, why do you quantize on the fly instead of doiing it when the layer is loaded?
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Q&A
Alexnet quantized weights doesn't match with 8-bit representation
Hi Philipp, why do you quantize on the fly instead of doiing it when the layer is loaded?
10/22/18
chaohe...@gmail.com
10/9/18
Q&A
Get quantized.caffemodel(deep compression,8bit dynamic fixed point,roughly 1/4th of the original,in terms of size)
Hi, From SqueezeNet Example: Replace 32-bit FP multiplications by 8-bit fixed point, at an absolute
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Q&A
Get quantized.caffemodel(deep compression,8bit dynamic fixed point,roughly 1/4th of the original,in terms of size)
Hi, From SqueezeNet Example: Replace 32-bit FP multiplications by 8-bit fixed point, at an absolute
10/9/18
Farima Fatahi
,
barr...@gmail.com
2
9/29/18
Q&A
a bandwidth related BUG in ristretto
Hey, The actual bandwidth (or memory footprint of a parameter) is bw_out bits. For example, if
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Q&A
a bandwidth related BUG in ristretto
Hey, The actual bandwidth (or memory footprint of a parameter) is bw_out bits. For example, if
9/29/18
tolulope...@gmail.com
9/17/18
Q&A
Ristretto Approximation in smaller bits
Hello everyone, I am new to deep learning and ristretto. I am trying to implement the LeNet
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Q&A
Ristretto Approximation in smaller bits
Hello everyone, I am new to deep learning and ristretto. I am trying to implement the LeNet
9/17/18
pras...@gmail.com
,
imaging...@gmail.com
2
7/31/18
Q&A
Build Quantize Error for ResNet50
"--gpu=0" means "Use GPU #0" not "Do not use GPU (CPU only)". So you
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Q&A
Build Quantize Error for ResNet50
"--gpu=0" means "Use GPU #0" not "Do not use GPU (CPU only)". So you
7/31/18
MD AMIR SOHAIL
6/27/18
Q&A
Need to modify quantization_param in quantized.prototxt file. But can not parse the prototxt file using caffe.Net
I am making an experiment. I quantized a model. It gives me quantized.prototxt file. It has an extra
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Q&A
Need to modify quantization_param in quantized.prototxt file. But can not parse the prototxt file using caffe.Net
I am making an experiment. I quantized a model. It gives me quantized.prototxt file. It has an extra
6/27/18
alexey.ch...@gmail.com
, …
yixin...@gmail.com
6
6/5/18
Q&A
cannot reproduce results of Dynamic Fixed Point
Hi Philipp, I'm trying to train a simple residual learning based loop filter (LF) using Caffe_DFP
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Q&A
cannot reproduce results of Dynamic Fixed Point
Hi Philipp, I'm trying to train a simple residual learning based loop filter (LF) using Caffe_DFP
6/5/18
s.b.h...@gmail.com
5/31/18
Q&A
Ristretto check failed
Hello Philip, I noticed that you're very active in responding to people's help cries, which
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Q&A
Ristretto check failed
Hello Philip, I noticed that you're very active in responding to people's help cries, which
5/31/18
fzhu...@gmail.com
2
5/11/18
Q&A
Steps to do resnet_50 with ristretto?
Hi fixed the problem and it because fc1000 layer missed. now can see I0511 10:34:16.495659 26931
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Q&A
Steps to do resnet_50 with ristretto?
Hi fixed the problem and it because fc1000 layer missed. now can see I0511 10:34:16.495659 26931
5/11/18
mar...@gmail.com
,
pmg...@ucdavis.edu
3
4/17/18
Q&A
Handling of bias in power-of-two mode
Hi Philipp, the average pooling layer is already implemented on FPGA. I just wanted to have a fixed
unread,
Q&A
Handling of bias in power-of-two mode
Hi Philipp, the average pooling layer is already implemented on FPGA. I just wanted to have a fixed
4/17/18
jiangwei...@gmail.com
,
pmg...@ucdavis.edu
2
4/17/18
Q&A
Can Ristretto framework be used in quantizing yolo v2?
Thanks for your question, sorry for the later response. Yes, you can quantize YOLO V2 with Ristretto.
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Q&A
Can Ristretto framework be used in quantizing yolo v2?
Thanks for your question, sorry for the later response. Yes, you can quantize YOLO V2 with Ristretto.
4/17/18
lizhe...@gmail.com
,
pmg...@ucdavis.edu
3
4/9/18
Q&A
question about bit width of bw_layer_in, bw_layer_out and bw_layer_param?
Thank you. : )
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Q&A
question about bit width of bw_layer_in, bw_layer_out and bw_layer_param?
Thank you. : )
4/9/18
sean....@gmail.com
,
pmg...@ucdavis.edu
5
2/21/18
Q&A
Stop of open source project improvements
Hi Sean, Thanks this sounds great! I'll look at the pull request asap. It's definitely a good
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Q&A
Stop of open source project improvements
Hi Sean, Thanks this sounds great! I'll look at the pull request asap. It's definitely a good
2/21/18
yuxi...@gmail.com
,
pmg...@ucdavis.edu
2
1/9/18
Q&A
How could I get quantization_params on fpga?
That's an interesting question. Ristretto won't do this directly for you. You'll have to
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Q&A
How could I get quantization_params on fpga?
That's an interesting question. Ristretto won't do this directly for you. You'll have to
1/9/18