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Reply to Cannot assign a device for operation ReadVariableOp
Hi! I get same error when trying to fine-tune EfficientNetB7. Any updates at this issue? M1 Max 32Gb, Monterey 12.1 InvalidArgumentError: Cannot assign a device for operation sequential/efficientnetb7/stem_conv/Conv2D/ReadVariableOp: Could not satisfy explicit device specification '' because the node {{colocation_node sequential/efficientnetb7/stem_conv/Conv2D/ReadVariableOp}} was colocated with a group of nodes that required incompatible device '/job:localhost/replica:0/task:0/device:GPU:0'. All available devices [/job:localhost/replica:0/task:0/device:CPU:0, /job:localhost/replica:0/task:0/device:GPU:0]. Colocation Debug Info: Colocation group had the following types and supported devices: Root Member(assigned_device_name_index_=2 requested_device_name_='/job:localhost/replica:0/task:0/device:GPU:0' assigned_device_name_='/job:localhost/replica:0/task:0/device:GPU:0' resource_device_name_='/job:localhost/replica:0/task:0/device:GPU:0' supported_device_types_=[CPU] possible_devices_=[] ResourceApplyAdaMax: CPU ReadVariableOp: GPU CPU _Arg: GPU CPU Colocation members, user-requested devices, and framework assigned devices, if any: sequential_efficientnetb7_stem_conv_conv2d_readvariableop_resource (_Arg) framework assigned device=/job:localhost/replica:0/task:0/device:GPU:0 adamax_adamax_update_resourceapplyadamax_m (_Arg) framework assigned device=/job:localhost/replica:0/task:0/device:GPU:0 adamax_adamax_update_resourceapplyadamax_v (_Arg) framework assigned device=/job:localhost/replica:0/task:0/device:GPU:0 sequential/efficientnetb7/stem_conv/Conv2D/ReadVariableOp (ReadVariableOp) Adamax/Adamax/update/ResourceApplyAdaMax (ResourceApplyAdaMax) /job:localhost/replica:0/task:0/device:GPU:0 [[{{node sequential/efficientnetb7/stem_conv/Conv2D/ReadVariableOp}}]] [Op:__inference_train_function_56534]
Jan ’22