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Results 11 - 20 of 111 for I8 (0.02 sec)

  2. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/lite/tests/post-quantize-dynamic-range.mlir 

      %q_w = "tfl.pseudo_qconst"() {qtype = tensor<1024x1x1x1x!quant.uniform<i8<-127:127>:f32, 1.000000e+00>>, value = dense<127> : tensor<1024x1x1x1xi8>} : () -> tensor<1024x1x1x1x!quant.uniform<i8<-127:127>:f32, 1.000000e+00>>
  %dq_w = "tfl.dequantize"(%q_w) : (tensor<1024x1x1x1x!quant.uniform<i8<-127:127>:f32, 1.000000e+00>>) -> tensor<1024x1x1x1xf32>
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu May 02 09:41:17 UTC 2024
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  3. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/quantization/stablehlo/tests/passes/post_quantize.mlir 

      %q2 = "quantfork.qcast"(%q1) {volatile} : (tensor<3x2x!quant.uniform<i8:f32, 6.000000e-03:-128>>) -> tensor<3x2x!quant.uniform<i8:f32, 0.013075299590241675:-64>>
  %dq1 = "quantfork.dcast"(%q2) : (tensor<3x2x!quant.uniform<i8:f32, 0.013075299590241675:-64>>) -> tensor<3x2xf32>
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu Apr 18 20:32:46 UTC 2024
    - 4.4K bytes
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  4. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/quantization/stablehlo/tests/passes/quantize/quantize_same_scale.mlir 

        // CHECK: %[[RESHAPE:.*]] = stablehlo.reshape %[[CALL]] : (tensor<1x3x!quant.uniform<i8:f32, 0.13170163023705575:-1>>) -> tensor<3x1x!quant.uniform<i8:f32, 0.13170163023705575:-1>>
    // CHECK: %[[TRANSPOSE:.*]] = stablehlo.transpose %[[RESHAPE]], dims = [1, 0] : (tensor<3x1x!quant.uniform<i8:f32, 0.13170163023705575:-1>>) -> tensor<1x3x!quant.uniform<i8:f32, 0.13170163023705575:-1>>
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Tue May 14 17:10:32 UTC 2024
    - 35.4K bytes
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  5. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/quantization/stablehlo/tests/passes/merge-fusion-with-dequantize.mlir 

        %1 = stablehlo.uniform_quantize %arg0 : (tensor<1x4xf32>) -> tensor<1x4x!quant.uniform<i8:f32, 6.000000e-03:-128>>
    // CHECK: call @quantized_dot_general_relu_fn
    // CHECK-SAME: -> tensor<1x3x!quant.uniform<i8:f32, 1.000000e-03:-3>>
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu Apr 04 23:45:53 UTC 2024
    - 14K bytes
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  6. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/quantization/stablehlo/tests/passes/quantize_composite_functions_weight_only.mlir 

    // CHECK: %[[CST:.+]] = stablehlo.constant() <{value = dense<127> : tensor<2x3xi8>}> : () -> tensor<2x3x!quant.uniform<i8<-127:127>:f32, 0.0023622048182750312>>
// CHECK: %[[CALL:.+]] = call @quantized_dot_general_fn(%[[ARG0]], %[[CST]]) {_quantization_method = "weight_only_ptq { }"} : (tensor<1x2xf32>, tensor<2x3x!quant.uniform<i8<-127:127>:f32, 0.0023622048182750312>>) -> tensor<1x3xf32>
// CHECK: return %[[CALL]]

// CHECK: quantized_dot_general_fn
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu May 09 05:56:10 UTC 2024
    - 9.4K bytes
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  7. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/lite/stablehlo/tests/uniform-quantized-stablehlo-to-tfl.mlir 

      } : (tensor<1x2x4x3x!quant.uniform<i8:f32, 1.000000e+0>>, tensor<1x2x4x5x!quant.uniform<i8:f32, 1.000000e+0>>) -> tensor<1x2x3x5x!quant.uniform<i8:f32, 4.000000e+0>>
  return %1 : tensor<1x2x3x5x!quant.uniform<i8:f32, 4.000000e+0>>
}
// CHECK-SAME: %[[ARG:.+]]: tensor<1x2x4x3x!quant.uniform<i8:f32, 1.000000e+00>>
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Tue May 14 17:10:32 UTC 2024
    - 106.2K bytes
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  8. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/lite/experimental/tac/tests/pick-subgraphs.mlir 

        func.return %0 : tensor<100x!quant.uniform<i8:f32, 2.000000e-01:-3>>
  }
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu May 02 09:41:17 UTC 2024
    - 24.3K bytes
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  9. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/lite/tests/prepare-quantize-signed.mlir 

    // CHECK: %[[q:.*]] = "tfl.quantize"(%[[cst]]) <{qtype = tensor<1x1x3x!quant.uniform<i8<-127:127>:f32, 0.028479868971456691>>}> {volatile} : (tensor<1x1x3xf32>) -> tensor<1x1x3x!quant.uniform<i8<-127:127>:f32, 0.028479868971456691>>
// CHECK: %[[dq:.*]] = "tfl.dequantize"(%[[q]]) : (tensor<1x1x3x!quant.uniform<i8<-127:127>:f32, 0.028479868971456691>>) -> tensor<1x1x3xf32>
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu May 02 09:41:17 UTC 2024
    - 18.4K bytes
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  10. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/quantization/stablehlo/tests/passes/quantize/quantize_op_with_region.mlir 

        // CHECK: %[[ARG1:.*]]: tensor<!quant.uniform<i8:f32, 3.000000e-01:1>>, %[[ARG2:.*]]: tensor<!quant.uniform<i8:f32, 3.000000e-01:1>>
    // CHECK: %[[MAX:.*]] = stablehlo.maximum %[[ARG1]], %[[ARG2]] : tensor<!quant.uniform<i8:f32, 3.000000e-01:1>>
    // CHECK: stablehlo.return %[[MAX]] : tensor<!quant.uniform<i8:f32, 3.000000e-01:1>>
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu Apr 18 20:32:46 UTC 2024
    - 18.9K bytes
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  11. github.com/tensorflow/tensorflow

    tensorflow/compiler/mlir/lite/tests/quantize-variables.mlir 

    // CHECK-NEXT:  return %[[q]] : tensor<1x2x1x3x!quant.uniform<i8:f32, 1.000000e+00>>
}

// CHECK-LABEL: QuantizeAssignVariableWithDequantAndEqualType
func.func @QuantizeAssignVariableWithDequantAndEqualType(%arg0 : tensor<1x2x1x3x!quant.uniform<i8:f32, 1.0>>) -> tensor<1x2x1x3x!quant.uniform<i8:f32, 1.0>> {
    Registered: Sun Jun 16 05:45:23 UTC 2024
    - Last Modified: Thu May 02 09:41:17 UTC 2024
    - 20.3K bytes
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