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Results 1 - 10 of 10 for SVDF (0.09 sec)
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tensorflow/compiler/mlir/lite/tests/prepare-quantize-post-training.mlir
// CHECK-DAG: %[[input_4:.*]] = "tfl.dequantize"({{.*}}) : (tensor<1x4x!quant.uniform<i16<-32767:32767>:f32, 0.0037514108011770368>>) // CHECK: %[[svdf:.*]] = "tfl.svdf"(%[[input_0]], %[[input_1]], %[[input_2]], %[[input_3]], %[[input_4]]) // CHECK: %[[q:.*]] = "tfl.quantize"(%[[svdf]]) <{qtype = tensor<1x2x!quant.uniform<i8:f32, 0.12954867493872549:-128>>}> {volatile} // CHECK: %[[dq:.*]] = "tfl.dequantize"(%[[q]]) // CHECK: return %[[dq]] }
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu May 02 09:41:17 UTC 2024 - 52.6K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/transforms/post_quantize.cc
rewriter.replaceOpWithNewOp<QConstOp>(op, TypeAttr::get(result_type), reshaped_elements); return success(); } }; // Removes operations with side effect (i.e. LSTM, SVDF) that have dangling // output. template <typename OpTy> struct PruneUnusedOpsWithSideEffect : public OpRewritePattern<OpTy> { public: explicit PruneUnusedOpsWithSideEffect(
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 17.1K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/transforms/prepare_quantize_helper.h
UniformQuantizedType quant_type = nullptr; // When the number of bits is 10 (instead of 16), quantize the tensor to // [-512, 512], instead of [-32767, 32767]. // For now this behavior is specific for SVDF, where 6 bits are reserved for // the reduce operation after element-wise multiplication between state and // time weights. if (tensor_property.number_of_bits == 10) {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri May 03 18:01:23 UTC 2024 - 28K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/transforms/passes.td
This pass uses mechanisms listed in RFC: https://github.com/tensorflow/community/pull/113 It prepares composite functions that are attributed to indicate a specific interface (LSTM, SVDF, Embedding lookup etc.) by replacing the body with the corresponding fused TFLite op. The replacement need not always be a fused op, though that is the primary use case. }]; let options = [
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Wed Apr 24 20:30:06 UTC 2024 - 22.6K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/schema/schema_v3b.fbs
// create another op called RELU1. RELU_N1_TO_1 = 20, RELU6 = 21, RESHAPE = 22, RESIZE_BILINEAR = 23, RNN = 24, SOFTMAX = 25, SPACE_TO_DEPTH = 26, SVDF = 27, TANH = 28, CONCAT_EMBEDDINGS = 29, SKIP_GRAM = 30, CALL = 31, CUSTOM = 32, EMBEDDING_LOOKUP_SPARSE = 33, PAD = 34, UNIDIRECTIONAL_SEQUENCE_RNN = 35, GATHER = 36,
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue May 28 14:28:27 UTC 2024 - 30K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/schema/schema.fbs
// create another op called RELU1. RELU_N1_TO_1 = 20, RELU6 = 21, RESHAPE = 22, RESIZE_BILINEAR = 23, RNN = 24, SOFTMAX = 25, SPACE_TO_DEPTH = 26, SVDF = 27, TANH = 28, CONCAT_EMBEDDINGS = 29, SKIP_GRAM = 30, CALL = 31, CUSTOM = 32, EMBEDDING_LOOKUP_SPARSE = 33, PAD = 34, UNIDIRECTIONAL_SEQUENCE_RNN = 35, GATHER = 36,
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri May 03 18:01:23 UTC 2024 - 41.7K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/ir/tfl_ops.td
DefaultValuedOptionalAttr<F32Attr, "0.1">:$tolerance, DefaultValuedOptionalAttr<BoolAttr, "false">:$log_if_failed ); let results = (outs TFL_FpTensor:$output); } // SVDF op. def TFL_SVDFOp : TFL_Op<"svdf", [ PredOpTrait<"the input and result tensor elemental types must be same", TFL_TCresVTEtIsSameAsOp<0, 0>>, TFL_StatefulOp, AccumulatorUniformScale<3, 2, 4>,
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Jun 06 19:09:08 UTC 2024 - 186K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/tests/ops.mlir
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Jun 06 19:09:08 UTC 2024 - 189.2K bytes - Viewed (0) -
RELEASE.md
* Fixes a division by zero in TFLite's implementation of `SpaceToBatchNd` ([CVE-2021-29597](https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2021-29597)) * Fixes a division by zero in TFLite's implementation of `SVDF` ([CVE-2021-29598](https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2021-29598)) * Fixes a division by zero in TFLite's implementation of `Split`
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue Jun 11 23:24:08 UTC 2024 - 730.3K bytes - Viewed (0) -
tensorflow/compiler/mlir/lite/schema/schema_generated.h
"LSTM", "MAX_POOL_2D", "MUL", "RELU", "RELU_N1_TO_1", "RELU6", "RESHAPE", "RESIZE_BILINEAR", "RNN", "SOFTMAX", "SPACE_TO_DEPTH", "SVDF", "TANH", "CONCAT_EMBEDDINGS", "SKIP_GRAM", "CALL", "CUSTOM", "EMBEDDING_LOOKUP_SPARSE", "PAD", "UNIDIRECTIONAL_SEQUENCE_RNN", "GATHER",
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue May 21 18:21:50 UTC 2024 - 1M bytes - Viewed (0)