HLS4ML - Deepcalo

Name: HLS4ML - Deepcalo
Start: 2021-07-26T17:00:00-07:00
End: 2022-12-31T18:00:00-08:00
Location: No location set

26 Jul 2021, 17:00 → 31 Dec 2022, 18:00 US/Pacific

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FACILE model was studied in FPGA-as-a-Service paper

https://github.com/drankincms/hls4ml_c/tree/alveo_facile_4cu
https://github.com/drankincms/HCAL_HLS4ML

Image-only mode: master HLS4ML vs Dylan
https://github.com/laikas123/Chi-Rui-vs_Dylan-Cplusplus-Model

-> This is line buffer

-> encoded will breakdown

Image-only model: full single stream
https://github.com/YanLunHuang/Full-image-only-model-single-stream-

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Monday 26 July
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Tuning of CNN HLS 20m
  
  Speaker: Bo-Cheng Lai (National Yang Ming Chiao Tung University)
- 17:00 → 17:20
  Tuning of CNN HLS 20m
  
  Speaker: Bo-Cheng Lai (National Yang Ming Chiao Tung University)
  
  2021_07_27.pdf
  
  gslide
  Discussions:
  
  Focus on linebuffer, optimize low latency, use medium size model, e.g. RESNET18 or 34 (~3M weights).
  
  Proposed goals:
  
  large CNN on tinyML (https://mlcommons.org/en/news/mlperf-tiny-v05/)
  
  DeepCalo
Wednesday 1 September
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 20:00 → 20:20
  
  TinyML and DeepCalo 20m
  
  Speakers: Chi-Rui Chen (NYCU), Hao-Ping Wang (NYCU)
Thursday 11 November
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 15:00 → 15:20
  
  DeepCalo HLS4ML code 20m
  
  Speakers: Chi-Rui Chen (NYCU), Hao-Ping Wang (NYCU)
  
  GSlide
  
  Input data
  
  Introduction to Deepcalo for hls4ml.pdf
Thursday 18 November
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 15:00 → 15:20
  
  DeepCalo HLS conversion 20m
  
  Speaker: Chi-Rui Chen (NYCU)
  
  2021 11 19 update including quantized performance and resources usage
  
  github branch
- 15:20 → 15:40
  
  DeepCalo qKeras 20m
  
  Speakers: Hao-Ping Wang (NYCU), Logan Aikas, Logan Aikas
  
  Dylan's image-only model:
  https://github.com/drankincms/deepCalo
  
  Chi-Rui's full model
  https://gitlab.com/kugelblitz.ee05/deepcalo-with-hls-4-ml
  
  Chi-Rui's concerns:
  1. FiLM layer operation is too complicated to synthesis.
  
  Bo-Cheng's comments
  1. current deepcalo model (default setting) is still too big, and takes long time to synthesize. so making the model smaller is an important task, and need people from application side to help.
  
  2. Integrating QKeras to Deepcalo is still a good next step for Logan. This requires deep understanding of deepcalo, so dig deeper into deepcalo will be much helpful. Chi-Rui will send some suggestions to Logan.
  
  3. There are some QKeras bugs in hls4ml (found by hls4ml community 2 wks ago). So this will be an issue when we finish 2 and start integrating QKeras/Deepcalo to hls4ml. But this will be a problem in the future. (issues of QKeras in hls4ml. https://github.com/fastmachinelearning/hls4ml/issues/442)
  
  Dylan's comments:
  
  1. Mixing QKeras and non-QKeras?
Sunday 28 November
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 15:00 → 15:20
  
  DeepCalo status 20m
  
  Speaker: Chi-Rui Chen (NYCU)
  
  Chi-Rui's plan
Thursday 2 December
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 15:00 → 15:20
  
  Deepcalo IQR comparison: Floating vs Quantization 20m
  
  Speakers: Chi-Rui Chen (NYCU), Logan Aikas, Logan Aikas
  
  11/30 image only model and full model IQR compare
  
  Deepcalo Update 12_02_2021.pdf
Thursday 16 December
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 15:00 → 15:20
  
  Image-only model quantization study 20m
  
  Speakers: Chi-Rui Chen (NYCU), Yan-Lun Huang
  
  2021.12.17.pdf
  
  image only model bit test.txt
- 15:20 → 15:40
  
  Image-only model study plan 20m
  
  Speakers: Logan Aikas, Logan Aikas
  
  Deepcalo_StudyPlan.pdf
Wednesday 22 December
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 19:00 → 19:20
  
  DeepCalo quantization precision study 20m
  
  Speakers: Chi-Rui Chen (NYCU), Yan-Lun Huang
  
  2021.12.24.pdf
Thursday 6 January
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 15:00 → 15:20
  
  DeepCalo quantization precision scan 20m
  
  Speaker: Yan-Lun Huang
  
  2022.1.7.pdf
Thursday 20 January
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  DeepCalo: Dylan vs Master 20m
  
  Speakers: Logan Aikas, Yan-Lun Huang
  
  2022.1.21.pdf
  
  github
Thursday 27 January
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 16:00 → 16:20
  
  DeepCalo: Dylan vs Master 20m
  
  Speakers: Logan Aikas, Logan Aikas, Yan-Lun Huang
  
  2022.1.28.pdf
Thursday 3 February
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 16:00 → 16:20
  
  DeepCalo image-only synthesis 20m
  
  Speakers: Logan Aikas, Logan Aikas
Thursday 10 February
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 16:00 → 16:20
  
  DeepCalo Synthesizing study 20m
  
  Speakers: Logan Aikas, Logan Aikas, Yan-Lun Huang
  
  2022.2.11.pdf
Thursday 17 February
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 16:00 → 16:20
  
  DeepCalo Synthesizing study 20m
  
  Speaker: Yan-Lun Huang
  
  2022.2.18.pdf
  
  GMT20220218-010503_Recording_1920x1080.mp4
Thursday 24 February
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 16:00 → 16:20
  
  DeepCalo Synthesizing study 20m
  
  Speakers: Chi-Rui Chen (NYCU), Yan-Lun Huang
  
  2022.2.25.pdf
Thursday 10 March
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 16:00 → 16:20
  
  DeepCalo: HLS4ML improved conv2d layer 20m
  
  Speakers: Chi-Rui Chen (NYCU), Yan-Lun Huang
  
  Conv2d array of stream versus single stream of array
Thursday 17 March
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  DeepCalo: HLS4ML for synthesis 20m
  
  Speakers: Chi-Rui Chen (NYCU), Yan-Lun Huang
  
  2022.3.18.pdf
Thursday 24 March
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Single Stream Image-Only Model 20m
  
  Speakers: Chi-Rui Chen (NYCU), Yan-Lun Huang
  
  2022.3.25.pdf
Thursday 31 March
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Image-only model update 20m
  
  Speakers: Chi-Rui Chen (NYCU), Yan-Lun Huang
  
  2022.4.1.pdf
Thursday 7 April
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Image-only model update 20m
  
  Speakers: Chi-Rui Chen (NYCU), Yan-Lun Huang
  
  2022.4.8.pdf
Thursday 14 April
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Image-only model update 20m
  
  Speakers: Chi-Rui Chen (NYCU), Yan-Lun Huang
  
  2022.4.15.pdf
Thursday 28 April
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Image-only model update 20m
  
  Speakers: Chi-Rui Chen (NYCU), Yan-Lun Huang
  
  2022.4.29.pdf
- 17:00 → 17:20
  
  Qkeras Introduction and application on current model 20m
  
  Speaker: Ziang Yin
  
  Qkeras Introduction and Application on current model.pdf
  
  Qkeras Introduction and Application on current model.pptx
Thursday 5 May
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Image-only model update 20m
  
  Speakers: Chi-Rui Chen (NYCU), Lin-Chi Yang, Yan-Lun Huang
  
  2022.5.6.pdf
  
  ChiRui and Yanlun have sent the email to Dylan to ask how to implement the model on FPGA.
  So, Chi-Rui and I will start to try using U50 card.
  If successfully, we will make some comparison between Dylan's and hls4ml model.
  Meanwhile, Lin-Chi and Dennis decided to sync up the progess tomorrow.
  After that, they will make some detailed job assignment.Priority:
  1. implement on FPGA(Chi-Rui & I) & qkeras(Lin-Chi & Dennis )
  2. test the Full model
  3. write the paper
  4. hls4ml pull request
Thursday 12 May
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Image-only model update 20m
  
  Speakers: Chi-Rui Chen (NYCU), Yan-Lun Huang
  
  2022.5.13.pdf
  
  comparison between models.pdf
- 17:20 → 17:40
  
  AutoQKeras 20m
  
  Speakers: Lin-Chi Yang, Ziang Yin
  
  autoqkeras
  
  Fixed.png
  
  The fixed graph has a better range(From 5 - 7) than the one present on the slide(From 0 - 200). From the graph, we can see that the behavior, the validation data and training data never coincide, is expected. As for the quantized model, AutoQKeras uses accuracy to interpret the best model, which we can't use at all. I will post a graph of the quantized model behavior later.
Thursday 19 May
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Alveo u50 with Vitis flow & Qkeras into deepcalo 20m
  
  Speakers: Chi-Rui Chen (NYCU), Lin-Chi Yang, Yan-Lun Huang
  
  2022.5.20.pdf
Thursday 2 June
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Alveo u50 with Vitis flow & Qkeras into deepcalo 20m
  
  Speakers: Lin-Chi Yang, Yan-Lun Huang
  
  2022.6.3.pdf
Thursday 16 June
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Alveo u50 with Vitis flow 20m
  
  Speaker: Yan-Lun Huang
  
  2022.6.17.pdf
Thursday 30 June
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Alveo u50 with Vitis flow 20m
  
  Speaker: Yan-Lun Huang
  
  2022.7.1.pdf
Thursday 7 July
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Status update 20m
  
  Speaker: Yan-Lun Huang
  
  2022.7.8.pdf
- 17:20 → 17:40
  
  QKeras update 20m
  
  Speakers: Lin-Chi Yang, Ziang Yin
Thursday 14 July
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Alveo u50 with Vitis flow & Full dataset training 20m
  
  Speakers: Lin-Chi Yang, Yan-Lun Huang
  
  2022.7.15.pdf
Thursday 21 July
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Alveo u50 with Vitis flow 20m
  
  Speaker: Yan-Lun Huang
  
  2022.7.22.pdf
Thursday 28 July
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Alveo u50 with Vitis flow 20m
  
  Speakers: Lin-Chi Yang, Yan-Lun Huang
  
  2022.7.29.pdf
Thursday 4 August
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Conv2D & Pooling optimization & Full model discussion 20m
  
  Speakers: Chi-Rui Chen (NYCU), Lin-Chi Yang, Yan-Lun Huang
  
  2022.8.5.pdf
- 17:20 → 17:40
  
  Recreate Deepcalo full model base on the thesis 20m
  
  Trying to recreate a full model using the hyperparameter stated in the thesis to have a similar performance that is close to what the thesis states.
  
  Speaker: Ziang Yin
  
  Weekly_report.pdf
  
  Weekly_report.pptx
Thursday 11 August
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Alveo u50 with Vitis flow & Quantization 20m
  
  Speakers: Lin-Chi Yang, Yan-Lun Huang
  
  2022.8.12.pdf
Thursday 18 August
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Image-only model 20m
  
  Speaker: Yan-Lun Huang
  
  2022.8.19.pdf
Thursday 25 August
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:15
  
  Weekly report on image-only and full model performance using em_endcap image from Endcap dataset 15m
  
  This week, we successfully got the model performance close to what the thesis states. The main two things that we didn't do were standardize the scalar inputs and use the wrong image region for the different datasets. More details will be included in PPT
  
  Speaker: Ziang Yin (University of Washington (US))
  
  Weekly_report (1).pdf
  
  Weekly_report (1).pptx
- 17:15 → 17:35
  
  Synthesis of full model & Qauntize strategy 20m
  
  Speakers: Chi-Rui Chen (NYCU), Lin-Chi Yang, Yan-Lun Huang
  
  2022.8.26.pdf
Thursday 1 September
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Alveo with Vitis flow & Qantization 20m
  
  Speakers: Chi-Rui Chen (NYCU), Lin-Chi Yang, Yan-Lun Huang
  
  2022.9.2.pdf
Thursday 15 September
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  QAT and PTQ result & auto-conversion in HLS 20m
  
  Speakers: Lin-Chi Yang, Yan-Lun Huang
  
  2022.9.16.pdf
Thursday 20 October
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  Quantized full model & Alveo with data flow 20m
  
  Speakers: Lin-Chi Yang, Yan-Lun Huang
  
  2022.10.21.pdf
Thursday 17 November
- Mon 26 Jul
- Wed 1 Sept
- Thu 11 Nov
- Thu 18 Nov
- Sun 28 Nov
- Thu 2 Dec
- Thu 16 Dec
- Wed 22 Dec
- Thu 6 Jan
- Thu 20 Jan
- Thu 27 Jan
- Thu 3 Feb
- Thu 10 Feb
- Thu 17 Feb
- Thu 24 Feb
- Thu 10 Mar
- Thu 17 Mar
- Thu 24 Mar
- Thu 31 Mar
- Thu 7 Apr
- Thu 14 Apr
- Thu 28 Apr
- Thu 5 May
- Thu 12 May
- Thu 19 May
- Thu 2 Jun
- Thu 16 Jun
- Thu 30 Jun
- Thu 7 Jul
- Thu 14 Jul
- Thu 21 Jul
- Thu 28 Jul
- Thu 4 Aug
- Thu 11 Aug
- Thu 18 Aug
- Thu 25 Aug
- Thu 1 Sept
- Thu 15 Sept
- Thu 20 Oct
- Thu 17 Nov
- 17:00 → 17:20
  
  PTQ study & Full model & Latency comparison 20m
  
  Speakers: Chi-Rui Chen (NYCU), Lin-Chi Yang, Yan-Lun Huang
  
  2022.11.18.pdf

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