Check 3.4.0 with WEBGL_PACK_DEPTHWISECONV=false - good #135
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Suspect 3.3.0 -> 3.4.0 performance drop may be due to new flag default from work in tensorflow/tfjs#4909
3.4.0 with tf.env().set('WEBGL_PACK_DEPTHWISECONV', false); (good)
23:25:19.497 LIFECYCLE: Model loaded: [object Object] at 622 processor.js:34:13
23:25:19.497 LIFECYCLE: Warming up... processor.js:36:13
23:25:27.850
Array [ {…}, {…} ]
processor.js:40:13
23:25:27.851 LIFECYCLE: TIMING LOADING: {"uploadWaitMs":3059,"downloadWaitMs":0,"kernelMs":{"error":"WebGL query timers are not supported in this environment."},"wallMs":8351} processor.js:41:13
23:25:27.851 LIFECYCLE: Ready to go at 8977!
23:27:55.520 LIFECYCLE: Model loaded: [object Object] at 972 processor.js:34:13
23:27:55.520 LIFECYCLE: Warming up... processor.js:36:13
23:28:04.049
Array [ {…}, {…} ]
processor.js:40:13
23:28:04.050 LIFECYCLE: TIMING LOADING: {"uploadWaitMs":3138,"downloadWaitMs":0,"kernelMs":{"error":"WebGL query timers are not supported in this environment."},"wallMs":8528} processor.js:41:13
23:28:04.050 LIFECYCLE: Ready to go at 9502!
23:28:40.488 LIFECYCLE: Model loaded: [object Object] at 572 processor.js:34:13
23:28:40.489 LIFECYCLE: Warming up... processor.js:36:13
23:28:47.975
Array [ {…}, {…} ]
processor.js:40:13
23:28:47.976 LIFECYCLE: TIMING LOADING: {"uploadWaitMs":2683,"downloadWaitMs":0,"kernelMs":{"error":"WebGL query timers are not supported in this environment."},"wallMs":7486} processor.js:41:13
23:28:47.976 LIFECYCLE: Ready to go at 8059!