Installation Issue Mac M1- includes full diagnostic outputs as requested

Question

Installation Issue Mac M1- includes full diagnostic outputs as requested

jonnations opened this issue a year ago · comments

Jonathan A. Nations commented a year ago

Thank you in advance for looking into this! I am stumped.

2020 Mac M1 running Ventura 13.3
I have tried all the methods outlined below, and I still can't get tensorflow to work.
I confirmed that I have a proper R version installed.

R.version$arch

[1] "aarch64"

I tried this several times

Many installation issues are resolved by running the following in a fresh R session (you can restart R in Rstudio with Ctrl+Shift+F10) :

# install the development version of packages, in case the
# issue is already fixed but not on CRAN yet.
install.packages("remotes")
remotes::install_github(sprintf("rstudio/%s", c("reticulate", "tensorflow", "keras")))
reticulate::miniconda_uninstall() # start with a blank slate
reticulate::install_miniconda()
keras::install_keras()

Diagnostic Info and Outputs

If the above installation failed, please gather some diagnostic info:

reticulate::py_config()

python:         /Users/Dicrostonyx/miniforge3/bin/python3
libpython:      /Users/Dicrostonyx/miniforge3/lib/libpython3.9.dylib
pythonhome:     /Users/Dicrostonyx/miniforge3:/Users/Dicrostonyx/miniforge3
version:        3.9.12 | packaged by conda-forge | (main, Mar 24 2022, 23:25:14)  [Clang 12.0.1 ]
numpy:          /Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/numpy
numpy_version:  1.22.4
tensorflow:     /Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow

NOTE: Python version was forced by RETICULATE_PYTHON_FALLBACK

tensorflow::tf_config()

Valid installation of TensorFlow not found.

Python environments searched for 'tensorflow' package:
 /Users/Dicrostonyx/miniforge3/bin/python3.9

Python exception encountered:
 Traceback (most recent call last):
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/__init__.py", line 37, in <module>
    from tensorflow.python.tools import module_util as _module_util
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/__init__.py", line 42, in <module>
    from tensorflow.python import data
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/data/__init__.py", line 21, in <module>
    from tensorflow.python.data import experimental
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/data/experimental/__init__.py", line 97, in <module>
    from tensorflow.python.data.experimental import service
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/data/experimental/service/__init__.py", line 419, in <module>
    from tensorflow.python.data.experimental.ops.data_service_ops import distribute
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/data/experimental/ops/data_service_ops.py", line 22, in <module>
    from tensorflow.python.data.experimental.ops import compression_ops
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/data/experimental/ops/compression_ops.py", line 16, in <module>
    from tensorflow.python.data.util import structure
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/data/util/structure.py", line 22, in <module>
    from tensorflow.python.data.util import nest
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/data/util/nest.py", line 34, in <module>
    from tensorflow.python.framework import sparse_tensor as _sparse_tensor
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/framework/sparse_tensor.py", line 25, in <module>
    from tensorflow.python.framework import constant_op
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/framework/constant_op.py", line 25, in <module>
    from tensorflow.python.eager import execute
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/eager/execute.py", line 21, in <module>
    from tensorflow.python.framework import dtypes
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/framework/dtypes.py", line 37, in <module>
    _np_bfloat16 = _pywrap_bfloat16.TF_bfloat16_type()
TypeError: Unable to convert function return value to a Python type! The signature was
	() -> handle


You can install TensorFlow using the install_tensorflow() function.

reticulate::import("tensorflow")

Error in py_module_import(module, convert = convert) : 
  TypeError: Unable to convert function return value to a Python type! The signature was
	() -> handle
Run `reticulate::py_last_error()` for details.

reticulate::py_last_error()

── Python Exception Message ───────────────────────────────────────────────────────
Traceback (most recent call last):
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/__init__.py", line 37, in <module>
    from tensorflow.python.tools import module_util as _module_util
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/__init__.py", line 42, in <module>
    from tensorflow.python import data
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/data/__init__.py", line 21, in <module>
    from tensorflow.python.data import experimental
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/data/experimental/__init__.py", line 97, in <module>
    from tensorflow.python.data.experimental import service
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/data/experimental/service/__init__.py", line 419, in <module>
    from tensorflow.python.data.experimental.ops.data_service_ops import distribute
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/data/experimental/ops/data_service_ops.py", line 22, in <module>
    from tensorflow.python.data.experimental.ops import compression_ops
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/data/experimental/ops/compression_ops.py", line 16, in <module>
    from tensorflow.python.data.util import structure
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/data/util/structure.py", line 22, in <module>
    from tensorflow.python.data.util import nest
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/data/util/nest.py", line 34, in <module>
    from tensorflow.python.framework import sparse_tensor as _sparse_tensor
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/framework/sparse_tensor.py", line 25, in <module>
    from tensorflow.python.framework import constant_op
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/framework/constant_op.py", line 25, in <module>
    from tensorflow.python.eager import execute
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/eager/execute.py", line 21, in <module>
    from tensorflow.python.framework import dtypes
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 119, in _find_and_load_hook
    return _run_hook(name, _hook)
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 93, in _run_hook
    module = hook()
  File "/Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/library/reticulate/python/rpytools/loader.py", line 117, in _hook
    return _find_and_load(name, import_)
  File "/Users/Dicrostonyx/miniforge3/lib/python3.9/site-packages/tensorflow/python/framework/dtypes.py", line 37, in <module>
    _np_bfloat16 = _pywrap_bfloat16.TF_bfloat16_type()
TypeError: Unable to convert function return value to a Python type! The signature was
	() -> handle

── R Traceback ────────────────────────────────────────────────────────────────────
    ▆
 1. └─reticulate::import("tensorflow")
 2.   └─reticulate:::py_module_import(module, convert = convert)

sessionInfo()

R version 4.2.0 (2022-04-22)
Platform: aarch64-apple-darwin20 (64-bit)
Running under: macOS 13.3

Matrix products: default
LAPACK: /Library/Frameworks/R.framework/Versions/4.2-arm64/Resources/lib/libRlapack.dylib

locale:
[1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
[1] keras_2.11.1

loaded via a namespace (and not attached):
 [1] Rcpp_1.0.10            here_1.0.1             lattice_0.20-45       
 [4] png_0.1-8              withr_2.5.0            rprojroot_2.0.3       
 [7] zeallot_0.1.0          grid_4.2.0             R6_2.5.1              
[10] jsonlite_1.8.4         magrittr_2.0.3         tfruns_1.5.1          
[13] rlang_1.1.0            cli_3.6.1              rstudioapi_0.14       
[16] whisker_0.4.1          Matrix_1.5-3           reticulate_1.28-9000  
[19] generics_0.1.3         tools_4.2.0            compiler_4.2.0        
[22] base64enc_0.1-3        tensorflow_2.11.0.9000

Please copy and paste the FULL OUTPUT of running all three snippets, and be sure to enclose the output lines with three backticks (```) for monospace formatting.

Jonathan A. Nations · Answer 1 · Tue Apr 04 2023 02:15:06 GMT+0800 (China Standard Time)

Update: It appears that I have gotten it to work by adding force=TRUE to install_miniconda()

Example
didn't work

install.packages("remotes")
remotes::install_github(sprintf("rstudio/%s", c("reticulate", "tensorflow", "keras")))
reticulate::miniconda_uninstall() # start with a blank slate
reticulate::install_miniconda()
keras::install_keras()

worked (not sure why?)

remotes::install_github(sprintf("rstudio/%s", c("reticulate", "tensorflow", "keras")))
reticulate::miniconda_uninstall() # start with a blank slate
reticulate::install_miniconda(force=TRUE)
keras::install_keras()

Hope this can help someone!

Tomasz Kalinowski · Answer 2 · Tue Apr 04 2023 02:38:05 GMT+0800 (China Standard Time)

Thanks for reporting and then posting the solution!