[TVM Discuss] [Questions] Yolov3-tiny batch input test failed

2020-05-29 Thread kitkat via TVM Discuss
The target device is jetson nano. AutoTVM is used to derive best logs for conv2d layers on cuda backend with sm_52 compute capability option. --- [Visit Topic](https://discuss.tvm.ai/t/yolov3-tiny-batch-input-test-failed/6796/5) to respond. You are receiving this because you enabled mai

[TVM Discuss] [Questions] Yolov3-tiny batch input test failed

2020-05-29 Thread HilmiK via TVM Discuss
@kitkat What is target backend when you get this timing performance ? Thanks --- [Visit Topic](https://discuss.tvm.ai/t/yolov3-tiny-batch-input-test-failed/6796/4) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](

[TVM Discuss] [Questions] Yolov3-tiny batch input test failed

2020-05-26 Thread kitkat via TVM Discuss
Siju, The problem is solved!! When I run Yolov3-tiny on jetson nano, it takes about 35 ms for single image inference. Now, it takes about 120 ms for four image inference. Greatly appreciate for your response. --- [Visit Topic](https://discuss.tvm.ai/t/yolov3-tiny-batch-input-test-faile

[TVM Discuss] [Questions] Yolov3-tiny batch input test failed

2020-05-26 Thread Siju via TVM Discuss
diff --git a/python/tvm/relay/frontend/darknet.py b/python/tvm/relay/frontend/darknet.py index 936d7c0dc..62a320780 100644 --- a/python/tvm/relay/frontend/darknet.py +++ b/python/tvm/relay/frontend/darknet.py @@ -637,12 +637,12 @@ class GraphProto(object): at

[TVM Discuss] [Questions] Yolov3-tiny batch input test failed

2020-05-24 Thread kitkat via TVM Discuss
Hi, I'm trying to inference "yolov3-tiny" model with input batch_size = 4. The input shape was (4, 3, 416, 416). However, the shape of the output is as follows: module.get_output(0) --> (1, 255, 26, 26) module.get_output(1) --> (1, 255, 13, 13) IMHO, the problem has occurred when the foll