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17:00
|
Tuning of CNN HLS
-
Bo-Cheng Lai
(National Yang Ming Chiao Tung University)
|
|
17:00
|
Tuning of CNN HLS
-
Bo-Cheng Lai
(National Yang Ming Chiao Tung University)
|
|
|
20:00
|
TinyML and DeepCalo
-
Chi-Rui Chen
(NYCU)
Hao-Ping Wang
(NYCU)
|
|
|
15:00
|
DeepCalo HLS4ML code
-
Hao-Ping Wang
(NYCU)
Chi-Rui Chen
(NYCU)
|
|
|
15:00
|
DeepCalo HLS conversion
-
Chi-Rui Chen
(NYCU)
|
|
15:20
|
DeepCalo qKeras
-
Hao-Ping Wang
(NYCU)
Logan Aikas
Logan Aikas
|
|
|
15:00
|
DeepCalo status
-
Chi-Rui Chen
(NYCU)
|
|
|
15:00
|
Deepcalo IQR comparison: Floating vs Quantization
-
Chi-Rui Chen
(NYCU)
Logan Aikas
Logan Aikas
|
|
|
15:00
|
Image-only model quantization study
-
Chi-Rui Chen
(NYCU)
Yan-Lun Huang
|
|
15:20
|
Image-only model study plan
-
Logan Aikas
Logan Aikas
|
|
|
19:00
|
DeepCalo quantization precision study
-
Yan-Lun Huang
Chi-Rui Chen
(NYCU)
|
|
|
15:00
|
DeepCalo quantization precision scan
-
Yan-Lun Huang
|
|
|
17:00
|
DeepCalo: Dylan vs Master
-
Yan-Lun Huang
Logan Aikas
|
|
|
16:00
|
DeepCalo: Dylan vs Master
-
Yan-Lun Huang
Logan Aikas
Logan Aikas
|
|
|
16:00
|
DeepCalo image-only synthesis
-
Logan Aikas
Logan Aikas
|
|
|
16:00
|
DeepCalo Synthesizing study
-
Logan Aikas
Yan-Lun Huang
Logan Aikas
|
|
|
16:00
|
DeepCalo Synthesizing study
-
Yan-Lun Huang
|
|
|
16:00
|
DeepCalo Synthesizing study
-
Chi-Rui Chen
(NYCU)
Yan-Lun Huang
|
|
|
16:00
|
DeepCalo: HLS4ML improved conv2d layer
-
Chi-Rui Chen
(NYCU)
Yan-Lun Huang
|
|
|
17:00
|
DeepCalo: HLS4ML for synthesis
-
Yan-Lun Huang
Chi-Rui Chen
(NYCU)
|
|
|
17:00
|
Single Stream Image-Only Model
-
Chi-Rui Chen
(NYCU)
Yan-Lun Huang
|
|
|
17:00
|
Image-only model update
-
Chi-Rui Chen
(NYCU)
Yan-Lun Huang
|
|
|
17:00
|
Image-only model update
-
Chi-Rui Chen
(NYCU)
Yan-Lun Huang
|
|
|
17:00
|
Image-only model update
-
Yan-Lun Huang
Chi-Rui Chen
(NYCU)
|
|
|
17:00
|
Image-only model update
-
Chi-Rui Chen
(NYCU)
Yan-Lun Huang
|
|
17:00
|
Qkeras Introduction and application on current model
-
Ziang Yin
|
|
|
17:00
|
Image-only model update
-
Yan-Lun Huang
Lin-Chi Yang
Chi-Rui Chen
(NYCU)
|
|
|
17:00
|
Image-only model update
-
Chi-Rui Chen
(NYCU)
Yan-Lun Huang
|
|
17:20
|
AutoQKeras
-
Ziang Yin
Lin-Chi Yang
|
|
|
17:00
|
Alveo u50 with Vitis flow & Qkeras into deepcalo
-
Lin-Chi Yang
Chi-Rui Chen
(NYCU)
Yan-Lun Huang
|
|
|
17:00
|
Alveo u50 with Vitis flow & Qkeras into deepcalo
-
Yan-Lun Huang
Lin-Chi Yang
|
|
|
17:00
|
Alveo u50 with Vitis flow
-
Yan-Lun Huang
|
|
|
17:00
|
Alveo u50 with Vitis flow
-
Yan-Lun Huang
|
|
|
17:00
|
Status update
-
Yan-Lun Huang
|
|
17:20
|
QKeras update
-
Lin-Chi Yang
Ziang Yin
|
|
|
17:00
|
Alveo u50 with Vitis flow & Full dataset training
-
Yan-Lun Huang
Lin-Chi Yang
|
|
|
17:00
|
Alveo u50 with Vitis flow
-
Yan-Lun Huang
|
|
|
17:00
|
Alveo u50 with Vitis flow
-
Yan-Lun Huang
Lin-Chi Yang
|
|
|
17:00
|
Conv2D & Pooling optimization & Full model discussion
-
Chi-Rui Chen
(NYCU)
Lin-Chi Yang
Yan-Lun Huang
|
|
17:20
|
Recreate Deepcalo full model base on the thesis
-
Ziang Yin
|
|
|
17:00
|
Alveo u50 with Vitis flow & Quantization
-
Yan-Lun Huang
Lin-Chi Yang
|
|
|
17:00
|
Image-only model
-
Yan-Lun Huang
|
|
|
17:00
|
Weekly report on image-only and full model performance using em_endcap image from Endcap dataset
-
Ziang Yin
(University of Washington (US))
|
|
17:15
|
Synthesis of full model & Qauntize strategy
-
Yan-Lun Huang
Lin-Chi Yang
Chi-Rui Chen
(NYCU)
|
|
|
17:00
|
Alveo with Vitis flow & Qantization
-
Lin-Chi Yang
Yan-Lun Huang
Chi-Rui Chen
(NYCU)
|
|
|
17:00
|
QAT and PTQ result & auto-conversion in HLS
-
Yan-Lun Huang
Lin-Chi Yang
|
|
|
17:00
|
Quantized full model & Alveo with data flow
-
Yan-Lun Huang
Lin-Chi Yang
|
|
|
17:00
|
PTQ study & Full model & Latency comparison
-
Yan-Lun Huang
Lin-Chi Yang
Chi-Rui Chen
(NYCU)
|
|
