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[Tracking Issue] Remove MXNet Dependency

Open tqchen opened this issue 1 year ago • 2 comments
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MXNet has been archived and likely future versions of tvm should not depend on it. This is a tracking issue for us to remove the related stale testcases and documentations that depends on mxnet

tqchen avatar Feb 08 '24 15:02 tqchen

I have a rough list of the impacted files that will need to be updated, from putting together #16546

  • [ ] Depend on mxnet's AWS

    • [x] gallery/how_to/compile_models/from_mxnet.py
    • [x] gallery/how_to/deploy_models/deploy_model_on_nano.py
    • [x] gallery/how_to/deploy_models/deploy_model_on_rasp.py
    • [x] gallery/how_to/deploy_models/deploy_quantized.py
    • [x] gallery/how_to/extend_tvm/bring_your_own_datatypes.py
    • [x] gallery/how_to/tune_with_autoscheduler/tune_network_arm.py
    • [x] gallery/how_to/tune_with_autoscheduler/tune_network_cuda.py
    • [x] gallery/how_to/tune_with_autoscheduler/tune_network_mali.py
    • [x] gallery/how_to/tune_with_autoscheduler/tune_network_x86.py
    • [ ] rust/tvm/examples/resnet
    • [ ] tests/python/frontend/mxnet/test_forward.py
    • [x] vta/scripts/tune_resnet.py
    • [x] vta/tutorials/autotvm/tune_alu_vta.py
    • [x] vta/tutorials/autotvm/tune_relay_vta.py
    • [x] vta/tutorials/frontend/deploy_classification.py
  • [x] Depend on mxnet's AWS (commented out for CI)

    • [x] gallary/how_to/tune_with_autoscheduler/tune_network_cuda.py
    • [x] gallary/how_to/tune_with_autoscheduler/tune_network_mali.py
    • [x] gallary/how_to/tune_with_autoscheduler/tune_sparse_x86.py
    • [x] gallary/how_to/tune_with_autoscheduler/tune_network_arm.py
    • [x] gallary/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.py
    • [x] gallary/how_to/tune_with_autoscheduler/tune_conv2d_layer_cuda.py
    • [x] gallary/how_to/tune_with_autoscheduler/tune_network_x86.py
    • [x] gallary/how_to/tune_with_autotvm/tune_conv2d_cuda.py
    • [x] gallary/how_to/tune_with_autotvm/tune_relay_arm.py
    • [x] gallary/how_to/tune_with_autotvm/tune_relay_x86.py
    • [x] gallary/how_to/tune_with_autotvm/tune_relay_mobile_gpu.py
    • [x] gallary/how_to/tune_with_autotvm/tune_relay_cuda.py
  • [ ] Depend on https://github.com/dmlc/mxnet.js

    • [ ] gallery/how_to/deploy_models/deploy_model_on_android.py

Lunderberg avatar Feb 08 '24 16:02 Lunderberg

Updates: https://github.com/apache/tvm/pull/16572

Hzfengsy avatar Feb 16 '24 04:02 Hzfengsy