tensorflow / tfjs

16 Pull requests merged by 6 people

• Update monorepo to 3.9.0.

  #5544 merged Aug 27, 2021

• Update tflite web api download script

  #5543 merged Aug 27, 2021

• Include README.md files in Bazel-generated npm packages

  #5542 merged Aug 27, 2021

• [wasm] Update safari to 13 for tests

  #5540 merged Aug 27, 2021

• [E2E] Set CHECK_COMPUTATION_FOR_ERRORS to false for WebGPU backend in

  #5314 merged Aug 26, 2021

• [wasm] Fix offset calculation in Conv2DBackpropInput

  #5518 merged Aug 25, 2021

• improving error message when input or dataset output shape does not match the inputShape

  #5524 merged Aug 25, 2021

• [webgpu] Add time query profiling for fromPixels op

  #5503 merged Aug 25, 2021

• webgl: Enable single run for yarn test

  #5525 merged Aug 25, 2021

• [webgpu] Fix exceed dispatch size on WGSL

  #5519 merged Aug 25, 2021

• [webgpu] update warning message to guide user enable timestamp-query …

  #5505 merged Aug 25, 2021

• [webgpu] Fix warning that buffer binding size cannot be zero.

  #5526 merged Aug 25, 2021

• webgpu: Fix the memory leak for Cast

  #5521 merged Aug 24, 2021

• Minor fix for the NamedTensorInfoMap type.

  #5523 merged Aug 23, 2021

• webgl: Fix the incorrect result with shapes uniforms

  #5502 merged Aug 23, 2021

• [webgpu] Fix clipByValue vec4 error

  #5511 merged Aug 22, 2021

5 Pull requests opened by 4 people

• [webgpu] Add conv2d/conv2dNaive/matmul/im2col WGSL support

  #5527 opened Aug 24, 2021

• webgl: Use uniforms for PadV2

  #5528 opened Aug 24, 2021

• Update WebPack starter in README for wasm backend

  #5533 opened Aug 25, 2021

• [DRAFT] Add depthwise3x3/argminmax/reduce/resize_nearest_neighbor WGSL support

  #5535 opened Aug 26, 2021

• [tflite] Update README and fix demo

  #5545 opened Aug 27, 2021

15 Issues closed by 5 people

• how can i get the z (depth) value correctly with face-landmarks-detection?

  #5421 closed Aug 26, 2021

• Allow tf.node.encodeJpeg to accept other tensor 3D types (Int32)

  #4727 closed Aug 26, 2021

• tflite: tfjs-backend-cpu: Uncaught TypeError: Cannot read property 'whereImpl' of undefined

  #5530 closed Aug 26, 2021

• Protect against NaN weights

  #5373 closed Aug 26, 2021

• [Error]: Your API key is invalid, please check you have copied it correctly

  #5412 closed Aug 26, 2021

• tensorflowjs_converter does not work for Tensorflow Object Detection API faster-rcnn model

  #5466 closed Aug 26, 2021

• Unknown op 'CombinedNonMaxSuppression'

  #4646 closed Aug 26, 2021

• Improve the error message when the input xs / ys or dataset output shape does not match the inputShape.

  #1100 closed Aug 26, 2021

• tensorflow pose-detection estimatePoses first connection slowly

  #5459 closed Aug 25, 2021

• Different output in wasm vs webgl backend

  #5390 closed Aug 25, 2021

• No backend found in registry error when trying to launch blazepose

  #5371 closed Aug 24, 2021

• mobilenet infer method's embedding parameter

  #5250 closed Aug 24, 2021

• [tensorflowjs_converter] InvalidArgumentError: Cannot reshape a tensor with 1001 elements to shape [0,0] (0 elements)

  #5517 closed Aug 23, 2021

• WEBGL_USE_SHAPES_UNIFORMS causes test failures on MacOS

  #5479 closed Aug 23, 2021

• blazeface's result is not correct on benchmarks test on webgl backend

  #5447 closed Aug 23, 2021

10 Issues opened by 10 people

• tf.fused.conv2d doesn't support 'NCHW' data format

  #5546 opened Aug 28, 2021

• Support L2-Pooling.

  #5539 opened Aug 27, 2021

• Inconsistent Inference Performance

  #5537 opened Aug 26, 2021

• webgpu: fromPixels for HTMLVideoElement related cases fail to execute 'importExternalTexture'

  #5536 opened Aug 26, 2021

• Are there are any nightly version of tfjs-node?

  #5534 opened Aug 26, 2021

• Unable to use the @tensorflow/tfjs-tflite package outside of a web browser

  #5532 opened Aug 25, 2021

• [tfjs-tflite] ERROR: failed to delegate CONV_2D node #2

  #5531 opened Aug 25, 2021

• [tfjs-backend-webgpu] Fail to build webgpu backend after upgrading @webgpu/types to version 0.1.6

  #5529 opened Aug 25, 2021

• Migrate Typescript to 4.x

  #5522 opened Aug 23, 2021

• [tfjs-react-native] Image classification of Livestream in real-time

  #5520 opened Aug 23, 2021

26 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• webgpu backend does not support sync calls

  #5468 commented on Aug 27, 2021 • 4 new comments

• Add tests for error detection in fitDataset() / standardizeDataIteratorOutput()

  #1238 commented on Aug 27, 2021 • 4 new comments

• ssd mobilenet v3 10+ times slower than native app

  #5491 commented on Aug 24, 2021 • 3 new comments

• Local dev setups of tfjs-node should auto-clean deps

  #1085 commented on Aug 25, 2021 • 3 new comments

• (ranged) Sigmoid layer in advanced activation function

  #5452 commented on Aug 27, 2021 • 3 new comments

• Issue converting keras model to JavaScript and subsequent loading

  #5172 commented on Aug 25, 2021 • 2 new comments

• backend tfjs-backend-webgpu is missing several common kernel ops

  #5496 commented on Aug 25, 2021 • 2 new comments

• BoundingBox MoveNet Tracker

  #5470 commented on Aug 25, 2021 • 2 new comments

• webgpu: optimize matmul with small output size

  #5342 commented on Aug 27, 2021 • 2 new comments

• [tfjs-react-native] tf.loadGraphModel with bundled files slow

  #5475 commented on Aug 23, 2021 • 1 new comment

• Render `toPixels` as webgl texture

  #3457 commented on Aug 23, 2021 • 1 new comment

• Using WASM with NodeJS but LoadGraphModel does not accept local file as input

  #4927 commented on Aug 25, 2021 • 1 new comment

• Error: The shape of dict[‘input_tensor’] provided in model.execute(dict) must be [1,-1,-1,3]

  #5366 commented on Aug 25, 2021 • 1 new comment

• React Native: Crash on tf.ready() when running on Android's JS Engine

  #4965 commented on Aug 26, 2021 • 1 new comment

• Generate table of op support and their backend implementation status

  #5401 commented on Aug 26, 2021 • 1 new comment

• [tfjs-converter] Conversion from `tf_saved_model` to `tfjs_layers_model`

  #5269 commented on Aug 26, 2021 • 1 new comment

• Uncaught (in promise) Error: Argument tensors passed to stack must be a Tensor[] or TensorLike[]

  #3550 commented on Aug 27, 2021 • 1 new comment

• Fix browserstack-benchmark build-deps

  #5438 commented on Aug 26, 2021 • 1 new comment

• onBatchEnd callback batch count

  #5512 commented on Aug 24, 2021 • 0 new comments

• output error of tf.layers.embedding

  #5389 commented on Aug 24, 2021 • 0 new comments

• In EXPO load coco-ssd model speed very slow

  #4763 commented on Aug 24, 2021 • 0 new comments

• How to use execute instead of executeAsync for object detection model?

  #5377 commented on Aug 24, 2021 • 0 new comments

• Failed to execute clientWaitSync

  #4732 commented on Aug 26, 2021 • 0 new comments

• n-api supports automatic downgrade instead of hard-coded

  #5484 commented on Aug 26, 2021 • 0 new comments

• Unsupported system error when installing on M1 / Apple Silicon

  #4514 commented on Aug 26, 2021 • 0 new comments

• [tfjs-converter] Bazel build migration

  #5388 commented on Aug 27, 2021 • 0 new comments