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config QConfig in pytorch QAT

score 21 · Answer 1 · 2024-03-31T07:39:22.307000

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config QConfig in pytorch QAT

21 views Asked by Hamidreza Mafi At 31 March 2024 at 07:39

score 33 · Answer 2 · 2024-03-20T16:43:02.460000

Adapters after QLoRA fine-tuning on a llama architecture model reach about 2 GB, which is very far from the general trend seen online

33 views Asked by Killua At 20 March 2024 at 16:43

score 24 · Answer 3 · 2024-03-18T06:05:41.367000

Torch Dynamo graph tracing error when meeting tensor slicing operation

24 views Asked by Kyrie james At 18 March 2024 at 06:05

score 33 · Answer 4 · 2024-03-16T05:38:31.207000

ValueError: Tensor data is null. Run allocate_tensors() first

33 views Asked by Ti Wize At 16 March 2024 at 05:38

score 82 · Answer 5 · 2024-03-14T10:18:14.427000

Is it possible to convert the Google MediaPipe FaceMeshV2 TFLite model with post-training quantization to a fully integer-quantized model version?

score 17 · Answer 6 · 2024-03-10T14:20:12.880000

Where are the type and weight of the activation function in .tflite?

17 views Asked by Ti Wize At 10 March 2024 at 14:20

score 29 · Answer 7 · 2024-02-28T14:19:29.680000

Can Quantization Aware Training be performed without using TFLite?

29 views Asked by Ti Wize At 28 February 2024 at 14:19

score 47 · Answer 8 · 2024-02-05T04:45:39.260000

Quantization aware training Conv1D is not supported

47 views Asked by Kia At 05 February 2024 at 04:45

score 90 · Answer 9 · 2023-11-22T12:10:40.163000

Quantization tensorflow package, explaination of addition parameters in CNN kernel (27 for 12 3X3 kernels, and 5 for dense layer)

90 views Asked by codingbugs At 22 November 2023 at 12:10

score 82 · Answer 10 · 2023-09-29T22:14:08.007000

TensorFlow Lite converter representative_dataset for Conv2D on accelerometer data

82 views Asked by Marc At 29 September 2023 at 22:14

score 526 · Answer 11 · 2023-09-12T03:12:29.893000

How to use PTQ/QAT/INT8 in YOLO-NAS for object detection?

526 views Asked by mochiHotpot At 12 September 2023 at 03:12

score 924 · Answer 12 · 2023-08-12T05:50:08.957000

RuntimeError: expected scalar type Float but found Half

924 views Asked by Gowna Mohanasundaram At 12 August 2023 at 05:50

score 136 · Answer 13 · 2023-06-09T12:12:24.650000

Can't fold BatchNorm with Conv2D in Keras QAT basic example

136 views Asked by Grand At 09 June 2023 at 12:12

score 105 · Answer 14 · 2023-04-20T11:05:36.183000

Qscheme getting flipped in when quantizing convolution layers

105 views Asked by SphericalCow At 20 April 2023 at 11:05

score 129 · Answer 15 · 2023-01-14T14:55:56.710000

Dequant layer in tflite model

129 views Asked by PSW At 14 January 2023 at 14:55

score 861 · Answer 16 · 2022-12-04T10:43:16.083000

How does int8 inference really works?

861 views Asked by ИванКарамазов At 04 December 2022 at 10:43

score 2295 · Answer 17 · 2022-07-20T22:56:32.903000

RuntimeError: Unsupported qscheme: per_channel_affine

2.2k views Asked by Manu Dwivedi At 20 July 2022 at 22:56

score 579 · Answer 18 · 2022-05-18T18:37:29.940000

TF Yamnet Transfer Learning and Quantization

579 views Asked by Anthony Rusignuolo At 18 May 2022 at 18:37

score 1464 · Answer 19 · 2022-05-16T18:49:13.363000

ValueError: Quantizing a tf.keras Model inside another tf.keras Model is not supported

1.4k views Asked by AudioBubble At 16 May 2022 at 18:49

score 544 · Answer 20 · 2022-04-23T04:24:06.363000

Is there any method to convert a quantization aware pytorch model to .tflite?

544 views Asked by Abhishek Negi At 23 April 2022 at 04:24

TechQA.

List Question

config QConfig in pytorch QAT

Adapters after QLoRA fine-tuning on a llama architecture model reach about 2 GB, which is very far from the general trend seen online

Torch Dynamo graph tracing error when meeting tensor slicing operation

ValueError: Tensor data is null. Run allocate_tensors() first

Is it possible to convert the Google MediaPipe FaceMeshV2 TFLite model with post-training quantization to a fully integer-quantized model version?

Where are the type and weight of the activation function in .tflite?

Can Quantization Aware Training be performed without using TFLite?

Quantization aware training Conv1D is not supported

Quantization tensorflow package, explaination of addition parameters in CNN kernel (27 for 12 3X3 kernels, and 5 for dense layer)

TensorFlow Lite converter representative_dataset for Conv2D on accelerometer data

How to use PTQ/QAT/INT8 in YOLO-NAS for object detection?

RuntimeError: expected scalar type Float but found Half

Can't fold BatchNorm with Conv2D in Keras QAT basic example

Qscheme getting flipped in when quantizing convolution layers

Dequant layer in tflite model

How does int8 inference really works?

RuntimeError: Unsupported qscheme: per_channel_affine

TF Yamnet Transfer Learning and Quantization

ValueError: Quantizing a tf.keras Model inside another tf.keras Model is not supported

Is there any method to convert a quantization aware pytorch model to .tflite?

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