tensorflow / tfjs

28 Pull requests merged by 10 people

• Add range kernel to wasm and node

  #4385 merged Dec 12, 2020

• use runKernel instead of runKernelFunc

  #4381 merged Dec 12, 2020

• Bump ini from 1.3.5 to 1.3.7 in /tfjs/integration_tests

  #4391 merged Dec 12, 2020

• Update monorepo to 2.8.0.

  #4393 merged Dec 12, 2020

• Run a single browser per Karma server

  #4389 merged Dec 11, 2020

• added support bilinear interpolation for upsample2d layer

  #4388 merged Dec 10, 2020

• Extend jasmine timeout for slow test.

  #4387 merged Dec 10, 2020

• core: Disable checkComputationForErrors for webgpu backend.

  #4303 merged Dec 10, 2020

• add more logging to custom bundle test

  #4380 merged Dec 9, 2020

• [wasm] Add mean kernel.

  #4379 merged Dec 9, 2020

• Modularize Mean

  #4377 merged Dec 9, 2020

• [node] modularize identity

  #4366 merged Dec 8, 2020

• switch from runKernelFunc to runKernel (part 7)

  #4372 merged Dec 8, 2020

• switch from runKernelFunc to runKernel (part 6)

  #4371 merged Dec 8, 2020

• switch from runKernelFunc to runKernel (part 5)

  #4370 merged Dec 8, 2020

• switch from runKernelFunc to runKernel (part 4)

  #4369 merged Dec 8, 2020

• switch runKernelFunc to runKernel (part 3)

  #4368 merged Dec 8, 2020

• use runKernel instead of runKernelFunc (part 2)

  #4367 merged Dec 8, 2020

• Add bincount and denseBincount op.

  #4348 merged Dec 8, 2020

• Run ts-node tests with --transpile-only to increase speed

  #4272 merged Dec 8, 2020

• Add time series forcasting and textual similarity demo to gallery

  #4304 merged Dec 8, 2020

• Quantization fix

  #4285 merged Dec 8, 2020

• fix typo

  #4202 merged Dec 8, 2020

• make attrs argument in runKernel optional

  #4365 merged Dec 7, 2020

• Add EmptyTensorList op.

  #4341 merged Dec 7, 2020

• Add dilation2d to webgl.

  #4334 merged Dec 7, 2020

• [webgl] Modularize sqrt

  #4356 merged Dec 7, 2020

• webgpu: Add clip vec4 version

  #4352 merged Dec 7, 2020

6 Pull requests opened by 4 people

• Use CopyImageBitmapToTexture for webgpu backend

  #4374 opened Dec 8, 2020

• Add fromPixelAsync in tfjs-core

  #4375 opened Dec 8, 2020

• [webgl] Texture to tensor API.

  #4376 opened Dec 8, 2020

• add e2e custom bundle test for universal sentence encoder

  #4382 opened Dec 10, 2020

• [webgpu] Enable timestamp query API for profiling

  #4383 opened Dec 10, 2020

• [wasm] Fix minification issue.

  #4392 opened Dec 11, 2020

4 Issues closed by 3 people

• tf.log gives different results than Math.log

  #4361 closed Dec 10, 2020

• Unable to install 'node-red-contrib-tf-model' on Node-RED

  #4384 closed Dec 10, 2020

• Uncaught Error: The dict provided in model.execute(dict) has keys that are not part of graph

  #4239 closed Dec 8, 2020

• Error: The specified module could not be found.

  #4360 closed Dec 7, 2020

8 Issues opened by 7 people

• Iris tracking demo

  #4395 opened Dec 12, 2020

• tfjs-models/face-landmarks-detection/demo/ TypeError: Fail to fetch

  #4394 opened Dec 12, 2020

• Uncaught (in promise) Error: Unknown layer

  #4390 opened Dec 11, 2020

• Tensorflow.js with wasm backend is trying to use unsupported function 'resizeNearestNeighbor', even though I used bilinear interpolation in all the places

  #4386 opened Dec 10, 2020

• GPU memory leak of tf.signal.stft

  #4378 opened Dec 9, 2020

• Resize Bilinear behaves differently

  #4364 opened Dec 7, 2020

• The tfjs-node-gpu occupies almost all GPU memory after loading model

  #4363 opened Dec 7, 2020

• Memory Leak with GPU & tf.node.decodeImage

  #4362 opened Dec 6, 2020

24 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.

• Enable and select fp16 feature

  #4319 commented on Dec 10, 2020 • 7 new comments

• [Question] Performance issue with the body-pix model

  #4342 commented on Dec 7, 2020 • 3 new comments

• Tensorflow saved model to Tensorflowjs model conversion

  #4212 commented on Dec 10, 2020 • 3 new comments

• WebGL backend should include an environment variable to toggle failIfMajorPerformanceCaveat value.

  #4347 commented on Dec 9, 2020 • 2 new comments

• frequent getaddrinfo ENOTFOUND tfhub.dev on models

  #4343 commented on Dec 11, 2020 • 2 new comments

• Feature request to include face rotation in facemesh

  #3835 commented on Dec 7, 2020 • 1 new comment

• [webgl] Investigate how to reduce memory usage from texture allocation with minimal performance impact.

  #4129 commented on Dec 8, 2020 • 1 new comment

• Converting BodyPix to TensorFlow Lite

  #2043 commented on Dec 9, 2020 • 1 new comment

• tfjs webgl backend memory handling of complex models

  #4166 commented on Dec 10, 2020 • 1 new comment

• big difference in inference results between webgl and wasm backends

  #4311 commented on Dec 10, 2020 • 1 new comment

• wasm backend is unusable for model training

  #4326 commented on Dec 10, 2020 • 1 new comment

• [tfjs-node] Backend overwritten when new environment (such as a worker) is created

  #3463 commented on Dec 10, 2020 • 1 new comment

• Uncaught (in promise) Error: This execution contains the node 'StatefulPartitionedCall/Postprocessor/BatchMultiClassNonMaxSuppression/MultiClassNonMaxSuppression/ClipToWindow/Where'

  #4333 commented on Dec 10, 2020 • 1 new comment

• UpSampling2D(interpolation=bilinear) gives significant difference when converted using tensorflowjs_converter

  #4340 commented on Dec 10, 2020 • 1 new comment

• Official Handpose Demo not working

  #4206 commented on Dec 11, 2020 • 1 new comment

• [WASM] Implement of batchToSpaceND

  #2994 commented on Dec 11, 2020 • 1 new comment

• TypeError: Cannot read property 'backend' of undefined

  #4296 commented on Dec 11, 2020 • 1 new comment

• The posenet detection speed is too slow

  #4351 commented on Dec 11, 2020 • 1 new comment

• The Node.js native addon module (tfjs_binding.node) can not be found at path

  #4359 commented on Dec 11, 2020 • 1 new comment

• Modularize WebGL backend methods

  #4095 commented on Dec 7, 2020 • 0 new comments

• Cannot compute the outputs [Identity_1,Identity] from the provided inputs [input_1:0,input_2:0]. Consider providing the following inputs: []. Alternatively, to avoid the dynamic ops, use model.execute() and specify the inputs [StatefulPartitionedCall/encoder/gru/StatefulPartitionedCall/while/LoopExecuted/_63]

  #4350 commented on Dec 7, 2020 • 0 new comments

• [wasm] Optimization of tf.browser.fromPixels.

  #4227 commented on Dec 8, 2020 • 0 new comments

• tfjs-models/qna demo fails

  #3861 commented on Dec 9, 2020 • 0 new comments

• [Wasm] Add Erf Kernel

  #4216 commented on Dec 8, 2020 • 0 new comments